From e00bb3d445d059b461aa0e7bbaf32d8638c609ee Mon Sep 17 00:00:00 2001
From: Hanjin Liu <hanjin.liu@bs.s.u-tokyo.ac.jp>
Date: Mon, 9 Jan 2023 17:05:13 +0900
Subject: [PATCH] bump version to v0.4.0

---
 docs/.buildinfo                               |   2 +-
 .../apidoc/tabulous.commands.doctree          | Bin 288188 -> 315825 bytes
 docs/.doctrees/apidoc/tabulous.doctree        | Bin 162690 -> 273190 bytes
 .../.doctrees/apidoc/tabulous.widgets.doctree | Bin 37308 -> 3167 bytes
 docs/.doctrees/environment.pickle             | Bin 216076 -> 241848 bytes
 docs/.doctrees/font.doctree                   | Bin 0 -> 2089 bytes
 docs/.doctrees/index.doctree                  | Bin 7971 -> 8010 bytes
 .../main/columnwise_settings.doctree          | Bin 23536 -> 45284 bytes
 .../main/integrate_custom_widgets.doctree     | Bin 0 -> 20738 bytes
 docs/.doctrees/main/non_mainwindow.doctree    | Bin 15600 -> 17763 bytes
 docs/.doctrees/main/quickstart.doctree        | Bin 44501 -> 47141 bytes
 docs/.doctrees/main/register_action.doctree   | Bin 12374 -> 13756 bytes
 docs/.doctrees/main/selections.doctree        | Bin 17098 -> 17321 bytes
 docs/.doctrees/main/sort_filter.doctree       | Bin 29095 -> 50014 bytes
 docs/.doctrees/main/table_fields.doctree      | Bin 0 -> 38214 bytes
 docs/.doctrees/main/table_view_mode.doctree   | Bin 0 -> 15560 bytes
 docs/.doctrees/main/user_interface.doctree    | Bin 97670 -> 102653 bytes
 docs/_images/cell_labels.png                  | Bin 0 -> 7796 bytes
 docs/_images/colormap.png                     | Bin 137599 -> 48841 bytes
 docs/_images/colormap_interpolate.png         | Bin 0 -> 26386 bytes
 docs/_images/column_filter.png                | Bin 0 -> 32300 bytes
 docs/_images/command_palette.png              | Bin 0 -> 70129 bytes
 .../dock_with_table_data_annotation.png       | Bin 0 -> 45286 bytes
 docs/_images/edit_cell.png                    | Bin 0 -> 25836 bytes
 docs/_images/formatter.png                    | Bin 0 -> 28074 bytes
 docs/_images/spreadsheet.png                  | Bin 0 -> 5529 bytes
 docs/_images/table.png                        | Bin 0 -> 5897 bytes
 docs/_images/tile_tables.png                  | Bin 0 -> 28736 bytes
 docs/_images/validator.png                    | Bin 0 -> 26988 bytes
 docs/_modules/index.html                      |  12 +-
 docs/_modules/tabulous/color.html             | 174 ++++++++-
 docs/_modules/tabulous/commands.html          |  13 +-
 docs/_modules/tabulous/commands/column.html   | 239 +++++++++++++
 .../_modules/tabulous/commands/selection.html | 289 +++++++++------
 docs/_modules/tabulous/types.html             |  35 +-
 .../tabulous/widgets/_mainwindow.html         | 287 +++++++++++----
 .../_sources/apidoc/tabulous.commands.rst.txt |   8 +
 docs/_sources/apidoc/tabulous.widgets.rst.txt |  11 -
 docs/_sources/font.rst.txt                    |  17 +
 docs/_sources/index.rst.txt                   |  10 +-
 .../_sources/main/columnwise_settings.rst.txt | 195 ++++++++--
 .../main/integrate_custom_widgets.rst.txt     | 134 +++++++
 docs/_sources/main/non_mainwindow.rst.txt     |  21 +-
 docs/_sources/main/quickstart.rst.txt         |  73 ++--
 docs/_sources/main/register_action.rst.txt    |  14 +-
 docs/_sources/main/selections.rst.txt         |   9 +-
 docs/_sources/main/sort_filter.rst.txt        | 174 ++++++---
 docs/_sources/main/table_fields.rst.txt       | 232 ++++++++++++
 docs/_sources/main/table_view_mode.rst.txt    |  86 +++++
 docs/_sources/main/user_interface.rst.txt     | 205 ++++++-----
 docs/_static/documentation_options.js         |   2 +-
 docs/_static/font.css                         |  54 +++
 docs/apidoc/modules.html                      |  13 +-
 docs/apidoc/tabulous.commands.html            | 181 +++++++---
 docs/apidoc/tabulous.html                     | 144 +++++++-
 docs/apidoc/tabulous.widgets.html             |  89 +----
 docs/font.html                                | 116 ++++++
 docs/genindex.html                            | 164 ++++++---
 docs/index.html                               |  53 +--
 docs/main/cheat_sheet.html                    |  10 +-
 docs/main/columnwise_settings.html            | 227 +++++++++---
 docs/main/integrate_custom_widgets.html       | 263 ++++++++++++++
 docs/main/non_mainwindow.html                 |  35 +-
 docs/main/quickstart.html                     |  98 +++--
 docs/main/register_action.html                |  24 +-
 docs/main/selections.html                     |  23 +-
 docs/main/sort_filter.html                    | 258 +++++++++++---
 docs/main/table_fields.html                   | 335 ++++++++++++++++++
 docs/main/table_view_mode.html                | 200 +++++++++++
 docs/main/user_interface.html                 | 221 +++++++-----
 docs/objects.inv                              | Bin 2024 -> 2190 bytes
 docs/py-modindex.html                         |  20 +-
 docs/search.html                              |  10 +-
 docs/searchindex.js                           |   2 +-
 rst/apidoc/tabulous.commands.rst              |   8 +
 75 files changed, 3789 insertions(+), 1001 deletions(-)
 create mode 100644 docs/.doctrees/font.doctree
 create mode 100644 docs/.doctrees/main/integrate_custom_widgets.doctree
 create mode 100644 docs/.doctrees/main/table_fields.doctree
 create mode 100644 docs/.doctrees/main/table_view_mode.doctree
 create mode 100644 docs/_images/cell_labels.png
 create mode 100644 docs/_images/colormap_interpolate.png
 create mode 100644 docs/_images/column_filter.png
 create mode 100644 docs/_images/command_palette.png
 create mode 100644 docs/_images/dock_with_table_data_annotation.png
 create mode 100644 docs/_images/edit_cell.png
 create mode 100644 docs/_images/formatter.png
 create mode 100644 docs/_images/spreadsheet.png
 create mode 100644 docs/_images/table.png
 create mode 100644 docs/_images/tile_tables.png
 create mode 100644 docs/_images/validator.png
 create mode 100644 docs/_modules/tabulous/commands/column.html
 create mode 100644 docs/_sources/font.rst.txt
 create mode 100644 docs/_sources/main/integrate_custom_widgets.rst.txt
 create mode 100644 docs/_sources/main/table_fields.rst.txt
 create mode 100644 docs/_sources/main/table_view_mode.rst.txt
 create mode 100644 docs/_static/font.css
 create mode 100644 docs/font.html
 create mode 100644 docs/main/integrate_custom_widgets.html
 create mode 100644 docs/main/table_fields.html
 create mode 100644 docs/main/table_view_mode.html

diff --git a/docs/.buildinfo b/docs/.buildinfo
index e97ec537..c9d46367 100644
--- a/docs/.buildinfo
+++ b/docs/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 54158da05af2e5ce94e87ae0042e98bf
+config: 985cabeb86b23abf1172c6c15df0100f
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/docs/.doctrees/apidoc/tabulous.commands.doctree b/docs/.doctrees/apidoc/tabulous.commands.doctree
index ee98c0f6b9ee09f05f3ff2e00efc21626831394f..f7f2607844d9b92ac74ed6f1bf2a62e9926c067e 100644
GIT binary patch
literal 315825
zcmdR%37A|}mG}vel|aIl1d5Of5Yhp<!yZTgfdGOCIs^e(Y%1NAR9(8O+p6j;ARxn{
z(LzNVL2zT-_fZ^in^8s_#dT)<kBS@WxQ~h>DlVh`&$;`1@7!DWrCwe={XXoM_ujeZ
z+;h)8=U4Y_FPwSzjNNAJhX3m<Xie7Yjcr4f(b2}lXtg!nnKL>uGBsXpw5MM+z3P_f
z8>a_4bDNc|t%<4TNOiii8=NsxtB;K~tBvVvraSxK>FxShYe>q^ZdFIx^@)ZSug$E@
zs?EM;dZ0G9GqYW9k5#QhorBtyjZ<S2Q>~$qiShADW3*MCtc+Y&*<77QA&}Yg(&{!e
z#&_!N)7(-}wSQ;UWCd(%PuKSC%pKO9sqN93CHru3XV0;EqdI-@)W%9@UZve`);CVI
zq3_t&J?f(^?APp(u}Z52J7IffqcSeG=8R5FntyBrLz~r2c+OO3cDu3}4^7t=)JnDa
zwL@xq)RuNGTfg?|=d`NL*41P6saoagbE>WD+7pvkpVg?0ZEw|ES5Izl*CranBk26A
zl`pPtw%S)$ChK6m-lzRD1P7;UhhDh*)W+IgVuX~7YYWxCJM%V7Z5*E%of-qfxg!@v
zb{U5q57r(lti8B)DEg$f3>;Bg4$eOu{#yb6t%UzpK__cR^Ue*5(`(0o6*Fyt&b*e<
zT2bP$y;fuMjHgs%@h%NmeOj*kV|-DOek_Z=s;&l{X*_TtSaCr*51eOtU=EDKZk?I+
z#%Oh$71<)_oxbeMh8S(uc~}i}_MEKLo70`cL@(Br-5s6oEEgvYdd{iMy0|@E!Qr|b
z`X-I-bapNlm7c5B1ie~0eQ0v~S_sh=^rNx4Jh91R_E4)fv30n*r7||WwLZGJ$|HCN
zc<u@nv8ntus|6Y%k#tUtw>z+^JWy}QaPSzkYPxf@>RB?J2y_1?Tnf_{VsTH%B_oMY
z9DpPH;E~~09WqsWsu@Yds}i2vQm<~UHrJLft!x~tUdI1%cBNHa#U~lIHlMeKr33Sx
zDi^hxos!41YKnT#F_Uu^1n?d1$vM#33wkp+2^k-4=<JOq@zl-#UA5C!XYRJ~v9&EI
zFL2@<5P`hBrOLC~ZJ_0aLQCPMi5Szl+}CkOFN_bG@^11#)TQ_PTsj9`D*QPI)h1n8
zdv)y|OfRo7eyiQfs|SR|e%w^3!Z0H3YICd(^~ws4#g4cVrmGm$;=!UAk$m_uzK7$U
znkBR<|EPaPz48&aS2{Bq(-k|Ku=@`|_aEd_?f~9rR6IG=7->&cVhGfku~w;ut*F+|
z`Ls?ZwSHD>)zf)cM78DR8D*`n9MktrpT4b0eUC|fA6BWlvmlld)X>eJtTsj=GY@YA
zEV2ep=JrKN!Kf#G<+jXrJpgHS)9A!_rQVqC>^`|2XbpC>w@<>np2;WwG(V+XX=0^G
zYVGWW*fv=msc))}Oz-H-g+e9)qI0l2cVX7pzE&u>7{~vY;F+J<0K}2!5m%g4oiw24
z)BB;p_aqv$5KNu;E;vypEIIKy`%9DuS{}k+N2G+ltIgp`W283GOpc0+_98Akd|3FW
zwOYAnwZehb3J1XX;MV%+bnSJWS$u>>raMan#%eKLYccP#gW+e0>51S^%S&50Ljsh;
z#F_?-gtRoVk-_ha>1bk~6*71XfAiF4b>?iE8XM#3q4qi)#G7hM(S;Yz07GuT0OS)|
z)V7g{M%(@=q(OTw#0(_3&CSYW&2nkykaGcXVD?wbmGZMW+Lx=_u++5hCy@kk|4DjE
zurs)K*lGBO|C|T_bhZ}HURv8Gdc@X9VP8<;NSwrV2?q#=K;5y10)7e%h`9#-gA9k=
zi4B6Bk!%Ar)tL<g#b+eD6#vQVi1qK;jR^tFJ8%fL^X?(3a>KFW?GzW*+MRX0B5taW
zLFJLCnF0wtP%V%!((p9R*)QumXUD9>Uv;(XRrXfD#&1?TI!6;ea};R>f46I4FUQG%
z_nxEU9Ske6ri|CxQYzR7YIoIM83{X;5P{%WL(6uGIR^J>ukDv~xylaIp{S2;(fy=-
z^w!$jNFM>MSw3Pf#AbMGyj$DlhqDiaoi|W3sGvYgMuPfhv_toJJ5(bJDti?OL0mto
zZE_<Pdy8Mee<dn5FqTsA4Wq!xRO~^&f*&Om08}Xj##uC1J)sN;#3=S@zcCh0*d$f^
zi@_*fD<c4qFwMhIY$g~$uo8P1_9qIFZ*-#t$Yww_?}3=u%c*9qUaE5en#lNPC1@b#
z<m{=4-HKjOV8m9T(Hem)yW$kYYH+3iAvOq`YzY1@GQZjJu*VCol6}~TD35kX@R2zH
z*@s;Ry9NHRlVLOJ54O(Q)!Baotmc$Ol_`t$oFSFI$YXlCvpshQEhV-){z=I+jG=`b
z)YxCOvEJoMi8Z=!wWTKOMPthkH|z?~#|{Fc*>iF0VBES=Z(RjjagdSL_QEn}@FFoW
z*{+Y*uiqJ*Iaa~CrtTpH>jG!uZ99nOuD%mZ($H>DLw9hXUtDvdH{ktTbF7x_6m}#G
z+8jtmtx6A$qdGxw2wbl_oE~tDv)I|#Od$a0x!w*r0OvU%6bd+-{R(KnkqUwUXUeaD
z1{|p%bHI6#-x#a(=L|Tv@*#_rBpPspZ=yxW1vr04HEZ?K1{^B>a{`=m!AvLM7`qaH
za}>yB2{>qn0vwS8IN%Jz?m)mf@L8~uS=L2IGLFt+^iiF|*uSBs5_?1{q<_oWgN-04
z7H-%vC?p`~VQp|MqO74uNwIdrRQ~{Sbmoi3R|w>M6O;<b`4(<*$l+Tg<Opkfft=HL
zxoBNCR;@G}=~rxqx*<-qWe4EAyzhV$H?tew97DOSUvTp~8K`ui`{Cx-TDDWrQ7~w;
zKjCzh6v$&bC2*{nxrazVE;sqsZH$}Pp4dzwu%_hgkOONLgHR~etnw?Mu|_Hg!kRUH
z1vJ)31({>b1%6|!te-R1oXdwSR)lD*5x$9*9lO#gRKazd{i$ZHUaE6(-G++)oUmp#
znCZkCV^;!eeh!%}ORPaV6xN6wz_I2DnLwvDc3rnw!oj6AQopX=9^?f#MmFvfbS7gj
z1~Xtl?!Z53S8#rbwhFkpRmvyU1FZnC;70Wl;6~@aXq1J(&Fes^fScFj7Ka<YMZ%4+
zwimcrD+)%t(r%?kn`647jn%FLZ0_to*hGx%hBZee9o8?X`LH*@{ZR8kE!!#N2pFW<
zH{oyvG{g~|1USxoMt3s(Dvfav`!{T+5IFN~Z-*Q>^B4$);>`c}70@^%6$IhTAN&ev
zoRJDL$C<tM46P73<IHR@EKzo7oDsf>78)1M{1=ae7$sTN%*Gii{&T{aN5M=d&KSEA
zIP+eR%MxeM4uvx!2XLHuKkN=%rCF?SW^(&b3(HK5W}L@$9%IkI7%j2$gF_XOM6T5Q
zBU&n8=3FVCh$?INEtpY#1enp;FB)SZFf$BF1<YKFTO4Ni76~)L+FoGhl-3kHq0xj(
zQNutcW7QP*)g0wRnP{sHka=leK_+fuH;fsGyQ*IhbG<jP{SdQ7%XSLreS<IyV$N0o
zli07PJ;#?Fx_jyI#khvO7@H{szP!QPAqT$P4?>~%@*cke8egP>Abk0lUjdCTQbFeU
z@<qQfR%Xu`UmoQ{7UK*WUxaU>rNxCW_fXARy|nR#ivOJO<)vVz6JLy734ECZxh(Mo
z?NIn4asbDd7VHkhmjgDavVzYkjaAE|m3BoXFZ!U)U~K+O4leWXPuf+OCfX>#Www+L
z1Q*pi02iJ2qR|xsF3Ulw0GGpXi-QZ_BEdyi3*cfD4b(Pu^do+Q>PGZIb#Kd{ydAu%
zpFq?nCvSvNPYzb>ryS!CCgL-Gv1cvq2NRbi@n&RVY-(IRho%O#>v?8;Pr!jGvE$_U
z(3cGCsf@7*PoA<NEx{kDTnLt55xtko`4mFrnZ(*?N4kc398q*{y0c8Unz(OTo)Ni4
z+A^;5x~zasC<=HMQJz>CWmB#8@Wy6+bFJNgJM)L}Io{39iK)gYJcm0r(HyT#;sdrj
z{dgkWhW^YTE!_xOSPYLUp5Y2GcyK$YH}=zue^aA?KUl7h#_vGQ+`4{VQ2(8GeU%5#
zC|^7Q&w}Ia$pbZWS9|iYbjTbyqxF4`o-_0;=A1dICnU|8zB}5l)w0E(FE~;L%2xyp
zj7p4wXGa~|($1kB>${w49Lt*6Od$Y%hqprxfWIAt!1F=3!QbOoKm)u~5CrgV@hhMK
zUMk2O;2-iEW1;P?0r<`mSJtK;BxDcrfegZW;W5KQigOggC{)LbthZ3jT76gN;zd?+
zR;cH^n^kyZywS3scH2|u&RX&z1#vJsWq;7~kaYHd2g{<5cM3(m=Mg>!YN_WDz8mHn
z_8l~vcF#`#>RIl2qEeI^{X8X`Li=4$4wykp{N}k5<N|*4xZ^bP+yGjke({K;$$#-&
zgU*4UAOY8(k2#CeO4+a%e``doS~dt)HVB6Ae_7N?C#2(zEt$m!Z4v%S`wQu6?34I~
zw7--O{Dq{v0l$!RVTn%EkY7lHpj7-q8p1993yE*Ve<2B$TgrsNy{zsMB-MsTi8T=i
zv+60XtVghFL_>7t*QV5ait}3`W^uQL;4_mL6ltNaWO}}LYWNq2&(X4-f{%`2(q&x+
zL(yp0^K_EofPcAmMS2c3Ze*8XGlk&Lac_ql99jpVP!7GpuYl%IsUV0$clZ_194ZxL
z&Y}1Fjj>p4*KjCv;m<vM$byJd_$FG&?A0elkw~0Xs#&X->RcpFD*oByP<_=;{!VJf
z{B-Z`ei97eW1-$4vh#@faF{a`Vv_zS!Q+L>ACPeni-I0cO@o-v1v{OHX{<^h<{2QD
z9b%#t3Nb}K<cN6|><&cCBb|tebvFT*p{MJN&wh`#l-Td2NkI#<>W+akQAl9rle$Z>
z`DaZO@PvA{LwNwOQrC&-Yz)E5y=N<|+y}QfR`M+uRtkfA!OFAhjV;wCEVm}tSc8f3
z1Se6t8+XIxEBghLK4ZIa<T|%-UlDQu;>i8$%8!soXxUD2$HdU%!R{eY;OIL=XAsVe
zYjoe!Go$evI~kiP1T$Xb?T~{RF94xXX1vO;fM!OiAcz_3eg!l$N(GrS;|+detRj&!
zGj8QW7OPqG%?H9a(JJL)#&fA=tzO#9NX37T%=nhx-JKybJ`m;%#f+ps@?geO!A>VL
z8mkh_cqqta$Bbx&Vn&e<IWsPY-GR(_@CBSve2b92Q*>r$Uq_uK_Eo7m6&sdONU-5o
zwCS;VW=#l-4OLHp4Rt+;&bkmb`~@f#OOC(9EzX8~%f*Jm;9l5JK}~c;tji00^)+$l
zJqJUwP)C||^I&GLMV1$cyT24!o=BV7jRa4k#QMsBbLNPdMu)qf0r%9h*}Zo+!*MY5
zcL3#f#eMWaofkOqE!I6vPkhEpY!Nn72;v*`cE~||t3W7}_}2Lq(8MPd1QFi_eg!n~
zNd=h`-&KBNtkj<~@m<b`ELMqV;uF4!)*ct}t)QB<dTA3M75_aF-|fA-J452TCCnL$
z_(*@`L3{^+olfF2Rwan<FMt%;5g%Hih)?80PJA=ukOo|cKHvgDeB_!SeNbm}_F>dh
zVjq&~=(1;rJ+j(bSi=QC+YN;T<vpm)jm<4<5?GX{dIyc@8W5dnA(Zz;P%0?zOSr`;
zk8imsPZ-<_<(-Ky+V5=v@Ob9}ptEf^?`8H1wX~e!v9%lYt#!)wmHd7pLztcde)9W)
zmd);^c3F>z!M}r?1E3htbB0bG90Z@z9ZwH}#%b(#*i0cnaPPTbiTe&48WrY(P$&qN
z{0e9glnR1CaFt&H4T4fZ<{-GvZ;VwPat6UQe8^(O$~U^v@?=*;1$TJ4cqY}X)k}3Q
zUM{BMzef<P_U`TsL9i0$3<ZLuKk@*<KS1_zf}pV~0fOHFx$Hm?txzB+@*xMo?_p{T
zyCd<SOAt<cD}SCdbY5roVi1+stAk_7Lc;H&wE_uWCFKL}HB|isB-GU)I_E-=@I9bZ
zAmMv)iz6Z5av`BGxECapI1^c*8wg$ZBVLOm>%OSbkyhOpnAs!EI|m&xE4u;UiA3M}
zihiH<hPog99?`PdJy@RIC>ZG5pK!XuJ@S}N2psgjrn{LQ^o)zxSFxEwfZi{>9dfMr
z{S<^kLGMp~1vKbM1wo)Ucb=#W^beLA4SG^R=Ac*d8)G3*&Y-s#3`>+C8uWy3qD99A
zdOzfm5aUOymp158@!uopo!h&+GX%Y}C?6-Cp+JxHM;@T}7z~;d^o&&r(EAsV%MSF=
z3I%#1A9B!p7<LDO-u?pg$OS+0n9k*F8wO5^Z3&Ja3+_IN77Dm)N%_RgvPK;x<=dQ9
z-vI7(1&GeG5V*S&lnS_e8E$d7<6ADc69)GJck8UGxd|VpZo{Xzg6YnERhMekjdy*!
zs!N;MjqgsP#QF+&Z}*0~AMoC+W&3wkmvSgP)sK;F2=4&;Eb-tOeNg8G&Ug>$o~CC!
z<0bYXY^D&5_eF1q9E|rU2!%4<H~k7|#*+$y81JWk1vKMH1(`G6pZvyHsXu4Ndx{TP
z48~~26TXSo9v9<%nrhbSrOkL${P)OsEA|pV;NW}95U0B{WW42Ijj!5EXDG%a{gDUb
zeFO&0$#}-91mnFP<g#Ntv_dhS$cLQq9)R6}jCa5#d@+wRo+c0VgPlI8vpKs0L#M<p
z3yvU*^4^Fx3d-9c<$dFBQJ(4@P@b*<(U}%PdE=l|P+kMKIOXvz7v%|qd!f8DdcCGg
ze49+J;W%1$vtDN3jYzwQ<g~OK?w#V0>?`rT*c<wO;=4`DX7?43Y)8XD-(rXJRi<zr
z*U5sT-#xm^>Cw-)i@h3~DFphx$J-$X`n>~$LecMIeg!o8Nd-aZ_o!b1jeb%==IHlL
zzcC>!f?q7>prW2bP4yL4*JHn5<3kpNe!@4=g5*NKw@}Smy|mGfivJ$bZ{~c#3B^Fa
z8DNbM0b=M!`XdkYdkqYl6a9=;3G}-O<g!CQv_heu$cG&LZh_r_=y&)A`YLX@JyEXU
zQ@`-)HkIFl&ege|oq~Z?VkZa3mj#9|#2yGRJVDC)qQU}0)pr0xT_K|LFa!)Q0;K{B
zFUBnnhJ4EfhQi=p!0<drbse6Vtc=v#+k;mE-S3g<qQMP{eS1?$SBtv=<C$Gr=qotZ
zyi>yuj-y((fA5j$;@iZk;j*p*Vga%1c{<5(pxmlmksc_G8`&0YrVv1Rr?*26pxgmM
zp+I@RUjYr2Qb7<<zQeD821=<QbD;c~-xv$EoQqq#1}GomLly*-!Z*=E<^sywsb;NS
z+CWLge~&=<!`|JU;acMN!knSj5=npL0hHUpPA5<rs}ex@Jdn!{DA5W9lp-H;psc{|
zK%hKw0|2E&7KF&Q|0RW?r|XQ*mh8>3auNP<-#l%FyM>k4Vm|~{?l0v7u~K;euu|8F
z=xhwZ%0W;nuyP2uI9Bp47gh>`d%;S+Vivh+E*K<<kIz^ujgdCp=(wX_Z;e6Lh}qZ;
z7LQNJ^c4@!_lCG156{uEox+WPSy9|K;c)d^lQ^PN0EfQIbqCW!pK%Vm44Wwg^o@Hv
z<bb|92!%r54SoeQ^hpIl(6_^{fQCM)Aam%u-*1dnA99Aid-#wAL7(tVw9L4muSzv*
z_0onuD*k(fzEAh=?hK*t;V@??=p+4+2lPD`>~un(u_^(5XMkLG(1%ti=o9&nL*H4j
zI}rMoBJ}ag#{dZYJ0R5hVVARXerLZ&&G4!~X+ZatX$$erL?MBAPwEcDW}7uFP*UDF
zsQL?tr>jDA?u8)U-uo!T+XuHe;_)pP;t7L$K|H?36+xZUYliLzg%cH8we3c}zC9@H
zv9%let#!)w6#)kzhTOk${0Ml2mhInz!cMOy)&>vqoGMlYJ!k0D!O?Jy?s$4MG)`kD
zV>5+7!;8Efa-iV_AQXy*SNRptXebo~p<&&xfJQ^9AagXl!EcOJ9dbs)t$fI0#frYS
zQ1~WVo?K{nF4e5nOB)TT`0o)7-_pCgGepA&!knSdkn~3$Xm~2v=|n?gRRRqU1-b0d
z5Uo&XDDojk!{x9$5Dm*4lIwvHQdGbAyPv4DJo`H8hxY|aGg1L!8HEHOenod9Hs`F#
zVF9A*H2|Wn4bd4G0*Jo=rD6^6m$=0Nk#D&GQ5f6{AfBpgtG>H4coFbu=PP8Ajk=NW
zC4FB7)IFEvaeef~@b<UyPDu8wuMjwAftYP{nEN4cPc7Ri-WZsL!2OagS9yUtq%#5M
zy~VnZ>3Prihb_Wp3c-7W-VQl<ZxslI^4>bX0-E=vf*{_zz^{PjJ*gmb-n+_gjFs$j
z=Do}Lki}{b&3nQ((Q4!3y%kimRxfSdqvF3u-n+ebcW20Zw}d%E@gC`qJb3RQu+zzV
z#;OGG{RJQ*JKjSp6z_?A$a!yu9MXU{1n##%Ed^Q?SNwpd4(UwJK8!lx?SN7hUF__T
zM>1P0-wudEg6SUArpD%#H32N9Q#}Kw)A>I-%R-p$i=b36-Is8SGacV@G2L$5U|>3<
zYk*ydU(eB>x;CHZ78hNUALrJmnvZjfQ-eOujUTx7e42Y{lKVE*;altS6XE=0I*U48
z&N8F>ICi+izKwrEuiEp^a(_ch@XvBD0jsZwqMQ4hKC`QhcC%h>P2)F;M>~fK+o{iT
zW7noTOPwF(=EtL-<Ti$NZqABsQBA-Hx%p`mlhwv>t1><bmSgPiv}4+xW39Hj{V+h?
z@L}!4=<pb_T8jM|D3-tQ=alCsz!6qIob1mD)&BVPVuw={$~uqhdBS;i;X>ae@$>$C
zEn9@BL@yi2-^+5Ua!F)g)D6pYSJGp>aRWOPn<)g=pXBY31M80iA@E|*XR6ox70_5O
z6$D}Z-}x2LST7Z1j`bscW2}0=Yp}kvh@S4`N2-VUFvgICMt$Kg0|vg2R1Z?kT0OT>
zpPCap{T1eAp06<TV%eG5tZu50PP64;q7!V5O$o4_1#$sk>l%c}7nsoog|#9daIBpR
zy91Xo7d{KhZCRAt@@S=9Q3))0KxZ-bCTzdN9*}BMA?+L#5=i@cZDuTftbw+WR`m*y
zR_DHGG=(7The4@8+K=ECM_Rs>Kw4hdmoi~+FUyoCiTW_vtX4)_wQ98;$RaE0c_>-L
zH0K7A+xiD^wt3wyQm;xlXiL4iwc1=;zO=G&ta=&$$Jvz@02=c7E<ls7$WWw1*^ee)
z*0P-<`P=Zx!nk|&98Vn3bDRU)_jS+GlZx>Q`yMt^2vYgIw?ht6`3(q#lFF=oMdqdB
zs78~DR1ice2ly4xq#_k$PAW(Gjj_`Bt|1k+1%{?G2R^VgGFEA|rZ2`?_)Dlvhk;><
z8{law5x$Am5qmX8kp{k*`d2&>+{H?ri*Kf;;y(u}`2l)l79h&##K<&T1<OcSK@Y~|
zB-^G0l{^Y^Sy2hvpr}O5eNH7`fZc&qa>%ogN-AX}u5zUXTP?euh-EkbNjj6UDn@CE
zjRXfPdQ2|BeI9KVv~sPKPsEiK<|rxex>LOcTG9D08f780ay=*&v~mM(aa!S9E?N-=
z_d+YHc~JoL7^?<y%5op4@P^!ka#P<3MH<$PO%Au*kvEmx?G0H!mE5IeJH_y^;gNa9
zrHVxCU3%tn26?mYM|uV^K45RcW(vU|AN6*~!5|+3p-=|-tX~1mAW}gPgM8JmfMyV>
zAae%!iQgD2Ip@qEKj1?ag9VyFgm0qN!NnjSpqjOMX)_2F|2Z(oTfsypgBY6<4DwQt
z%ZfqJ2E`y^?sEot8SD;ZkVOdwkrhMGhwHG;UTo!loI6(FpU_J~iaYK^I|X+fCglUU
zL-i22L+89`WQB0YX`oba$LYAmxr1-HxI-A+6L+*KTdKp{$31d~X{cb_VH?(!JIu+s
zU#Pj<8?t`x*q~+m!yU$LiCgjK*~i2zws+~7%eiBd?nip=Fg{>aY^D(0@d9s$9Ne)D
zghILFC4L1ocSr?6+;Oj80nHs!LFU}?PQNi$Mb4Q!-pYq8h&zODqSe909c`*vtCu!+
zQ1PDwchtZ{CwCZ|65MeS$YsSHXoKPoG50xlJR5cga>wEgPzTE+Q_Uva<x%GKFmhqW
zd0gi&_EXeWVn3Ej9gC6H;8`mk&q5(V9zW1V$D%1FDOWsHAAvk{){Dkg2zmSklnV0r
zD{gV};9D;85C#Kz7+nMGDY(1F+{9yUIl={{<PAq%?)ItFR$en*TXoGe4(z;IsWxBm
zoW5}<-R(w`V-xM}w;S1KnUP(%KOfnB@J}dH^4pE}(h}V2G9>jYvcKI3jrQGc#E(aB
zH!_BGUXayV5UL5d-H4y|Y&iFV#-@p0?=?C~HB=tpi_ztJ11Im)*u+%J+{cD0;VvWM
z4!4*wvo3B=S1{f#hly-_ByyMU4xc5;j)6vHyxKZOzU#21E}iYxSuk2{jSN>Bjfr-p
zU7u)7ziL`VLg)CaPCFc*Vp&^W$$PQ#jAP2D@$*~t&BHBtV_$V`S)Wo~dBzzqGXSLq
zYKuBE#Ui{8R*q3;>$sDq2UYrK#H3>RhpzOf%FY6g`wQ5a*m#MZrgii^@bG8T?RpG|
zyQz3^sI@ZZ@u=sAb^mC9y{q=hDpl-ni};2;51ZitYZmb4s2EcwnH^CZ#=F??*4o=h
z8(!nG;oaIx`$WTAM&Sqa@tOR%FwnrCy%!=@oD;SAR<F$tPQDq0d_T|?9pP1^8~C|3
zW9n>icWWzdY;^ykj{bMl;QM#R;CoUVY|5)+V%6}nmzh;2a&`&&;gp!xH{(n|cbw>F
zY)YWt8j#yL^yB&?H{+lU3jM^a;plfN>~^Bx09yx_=5)}mz?&ReYs+iZCC#<h-qhYc
zS#N9}x)`$g=%rI|SM0Si)*&F|>C-wO%q|#<FG$Ub|7uTYMTZ7xsLk!n9;?H*nkr*f
ziC|yDR^_i}W0Wz0r~PlnR7Vr|KxfZwaEWrdv-{+BeplI`C>@bpfK2)rHdA8%1%G_A
zD?0M_?=AKt5bewcW#C4*6I#}&&R(#mx@~f-4sW2H-oa1UT4^?5b1t}E-V4q?i^Ase
zGUHJ;7aOZIH&-G2_Du{9XT)FDmiE1-h)b^AaqgLmK9*NH{{*K>?tc_Ffi8EN5!;;;
zWJ)U!&<r%BDo7c=2G*=^oND9E*TfA^IL-9Qz)|?#W=NC~JW}?8*H47Y-YsabvAI04
z$-!SlbKMr>7AkX%1sr-zNz}PnP7VEUJvI5fSaN`Ht(uatc~SEf!~?W!cJ~=^_d>+)
zyxZ7W5G^{d%xuAwg8TNlcY^NiJzDpQ!W73HGb=#|qBDpkPxULHSyC#{2@?iSq&(Td
z=%_y3ufqDdZ0DxhUrb`+g@hkesYNQ{nW{Be9jR}sj|8MAEI@b%jOc)S=1U+^Fl=Ir
z9f_U631NiUKCrLXGRd<iI}yrVCpn#D-7HLC^X$2=9M*uR!<L*iR)_mk;L$L+XQete
zT5e2@Z>%=U#|fre)N!AnLy1kGz7iXkYUvzdBfFKp7ow0@wqe@rXm*K9%4HkXOIWrc
zh8|f@F5Ar2sd_q6sM!@TrtCJ*D%Ndo$1T2Y!?zOaHauM~Wy0cKt{5H1@jYFMS<$5)
z4T+xw&H{6Ms!S;x>sDU&(d9)7#EMJ6ua-B+L8pUez*|`E*Rq|z@8=SX@;$mMT2>Am
ztGC)$N!U8S(yHOzNowUGsLXso_c2A8c`pcsmYGlb70_iyDoB=@J+Z?vrv8#&!%kHh
zp=W1{j5OaGfU8u#n{idl`tSR#r>_n<{WC`eK}^f9{8~bMlz2vaK`id3vvZdSVOTqx
zaZRivdmiWmMF$oMcbU5F_@S<fzM1#zJ?OVs(Z3t^Wmxp%NlumgVx$~i@b8t;(?h{O
zR!sm`!9UgvG&>Rpxx|j}kF^!FR>8lAj~F+5xs><)L`F$j@KrCN;1k0hT=3U{R#EUz
z!!2I$`If8T3yULQ84pm)O0{ePR_Z0lXk<$)kw57PB)LFa_zZ0!-%41>7uc7I%CM8y
zMcSQ#jg_vSwZ`9D@I&`t2ZcZjvER04>A$nJAGMiV)Qw*b!JhYWb1eTEs%B2$`t~S{
zsrwq3|0b1dwQRq=YE}^T;I0<GGWoXtVZc`oTH0g^VElk*y33l_3?EOkl)l(8bYeiv
zI<@z_ftp!mpCuYp1FHTR?a&TyhaBtdw}TK6nME9Hm6jQ6O=jgDyT`A9CJw0}Xl3Co
zeg!o0Nd?APiBI_Pm4+k|CeDkx^C7=6RuKtbgGi|KkPr3LFivaoso@9tFvfnK()Y#+
ze?>FD{Y%!qvT_U6tkrXME?%gh=0pw`DyG21=yEmIyo1H_ImRY2$4#%<l_1wEjMZlG
z<rjuFfY#bgP+LVl;23cY>~>zLh+e1I>yoKPd2*~hWaX^LJ{_CvDQvaGek&WNf1la|
zivEym(pRI9Sk(BnHZB%5*6>>Np!%YFn81#Zdr{^uQi!uRZgIrnTMmF=!r)%kG>!p}
z;<V{@3#<f*L){?3Ctq|O!-9z$`UDfgs%}70R$g#aCUrAI<`>OZ!Z`0NR2;5lI|cBr
z0gKtvnW|9gf9pxg%jL=3{JUr1C&A!<wLR#m>L(5319lR&R|wL0rXCmyogAcbJ_v=9
z#+7~rG-*f$L8MXhE1*e3D#)BPuJ;>bCFEU08tijW3#`ks`l;V7e8^(;fu;)K8&hB7
zKSUKN;QbosP|aGsROcd9Q1PDwRh$AQI;q0gl%R^GAeR+Ypbd&D#N6jpQHI@tRIvc5
zqSa_2Rfswvehnq|>%_%Af~}X>LsAKyvK(}=421+;d{7%1iymv3ExJ&B0=m#yE*eWA
zbnzunDi%<_j9Z*8_?C+<gu%Vg#n8ryZPf<)Hjpn|m(X=P?&XRb`$8D1f8F1Pe3<S-
z?n@UxmElH*tAFX@hg!B%2oD?1n5!MCNW<Errz~fU-|J3L71@s%#sTapY^D&1vCm?W
z<>(Q0AjUip3Pp@V{0eBqkP3nj<0!uZ8Zo4T%n{=>zcE%;&KWUI;X@WH5;S56-$cuT
zU5OMnAY#m-nzeeV&PBwa;y(w(_#@0UCt?_z5{U6Q$Yq5XXoErwG50xQd>_*Qzh8}=
z3_o7f%}9`GfFGg@7yD|&Foi-u2605^EOrCNV~K4K4oiduxrp&Sv`%2g7AYTip+@x!
zFhgg$Xgq~r#w$Rnz>K?ai(>}ga$$xrxEIVg1}Z@c$Z#%Vh*sQ)(Vw5$%Bt>*7}5)Q
zFJipQ8>W7|c$=2((;`O1y9O?1%aBrNq5rKXDF=&>YV*^Bh3Pu`2sTp)u=saxha6z>
z1rQ1ai|_aq&|o1I1cAlR{R(KXkP0#fi@*4du}W^vVDU#jWI<pdd=o7MF0lA4)vVP^
z8!V{!&jBnx4kkLm!q}7miw8h1E3iNt6j+G4&%xr&usaYe%o>GCVDYsJxnJiicKQ+y
z73=U%=(C&(D&B;a38*+l$_GM)>JvbP&T`RM3W17CK&gO=4Y<Xjf^WH?LKxf&R18*|
z&50%~4FxV;xSp|8&A73mFVCSGv$}D`a&>C%>lWkQQ1ydFUCZ|8(HP~l#9Kk;m?L7!
znjLzsa<+JZ?m>FCFui9tU^9hai&uI(<Y0@Jflw%0ywR_KW(%nxh%MghS3t9cRFFAa
ze9~`>RdsV_i;wdm3t|i5n`k|7vBgWMX02Y@Y(d3;4s3A~nCN5+V^e}HMnEnrwm=&c
zTZp;O*<usy4rGgk>TZj8rb-^r8H@cD+b^*{OEr##No%;QC5tKw3A*^BHZvAKF-duE
zsp=Kbh0b%)XbPc=0}fJjaUgDSy5L(bx)28ULKnxun?c5gH&)wQtJOvzVI1zb`ND3>
zO&Krj$Mun@Y28R;g?)PNw6Pk--VMfn+BjOvc8cO>vz9U6cB@*@i0;($n3KmDx;N>`
z!+3(7j?EN;JTCQi$Uz>@2BA>$*yvY4lZR9gL>`lV1vGg`1(}n_-}{ZRQgzPcaT6c1
zSmmHEmk8fPYlVwEo=G)p_0lE}D*kgIk2AqUCwUl~66CQ0<gy|Uv_X-FnERYO24Hs}
zc^sg~gUVR+L7lnS!>FgkJ|WemB9N6RBnaf=+T2(iSp$yjA_+wG4hTf&yJ%E}5Xe_S
zsaW6m8g6j{;ae^O5eD}{AjjK2-WG@;M+6|qHaCOZ(r*R<+qyx>kx{?oeKF;KW%$wI
z>!*-kXxUC-JZ&&!?}%d+hs5^k>C8c7w}VCMa5=;G`U>L=_E+>vAwXo2w?hsP*$;$5
zLF5R(0vbf5f*=q%-micL5vd?^5IM(hjFqu-29Y!Qki`lJ4I;uf(URc;k$tFUtzOz7
zLdAa$AhJ7{=mZgCQvyVO40ALq5J4Lhh={q*LF8vLJqA2(dmsfOP&~wnt>dW9UF=pc
z08r!>{FC-l%TIZ-;s)O&<pVFZsQv+p=!_SQs}K~q7nBMVc@1uH6yaMg6cGmZf+DMG
z@b-Z~0x3BN1e<V!$F_cehcKxdZ!G1V&l@uy^oFJ%Gv23VJN@>np^H6*x5We%|IqW1
zv&6q@tJ5!Pm>#o-v6(`!#MiwYa<Ihz1EEls_>o@$%@R^U5KH{VuYhI=sUUNfm{kf*
z);Y7p?qFD=0?;fWd=t(2E|&Or9tkl-aj*mx|2eS4BVeMFC5%l8mUsuqWyKO`gJKCW
z_jzf4H|!2v)R?bW!p>09ojOyob1@1_Y<+Mr;!?y~e4KYFdl%Xy7BSA0@`<>y2H0A}
zP`!ahbbgCQQ3yF)2}%VyT!mYl9Qc-t9E8EWki+Umb?fk^`sS%-*N?~H4WjTW4C3Q)
zcx1>l<fe$sK5WJ{2EGQ-Hmn;<9Bxj|{qo6_H)Q=p@q8_t-A7z{^0DEHdB&v*|Lt9R
z=5ofkP4^=`V;CQ>Td|o!Fvfk}4mlX()gTng7;pD0pcz9d2x5#6`4!NNAr)lK7@zeU
zV<qRD8RHQ?WHA_^8AJFcS{+=B@k**$tC#kA1r`4}FvcBVqLVR<O$o-h4&<_8475Qp
zhM4=DF&eNtkTLeXxVjbI1d4UAJW^?FsmPbRFX|9Sbk1V44*?A&HWUA(U8fjF>jZ7=
zF69GhL-h-2Lua~ZJcZE4A)r*y#!}qkw86Jrv>^=cg*H}UP3du+0-JCXMqhqU3zNFB
z#Zun+yw@q#ctg`q6(?xf{;X42el<L?r`RjkDfmD1eB=yqp0+wYLzo`3bFrC1FvQi~
z4mlX&3J?lq2<BHnGlWzS#1Py33TTFq3NmMim-vmbs%y>+aR(o=AchdWiROG4LtIKV
zYxUA*2rB+_V2Ja<L?=TSn-UB$2y$651lph&Ld<>65XZvqK!(su5_X1)?$nuzJ&Ns?
z*k@$(^aWabNUe2>)hHy$;Sp_KEN-j;w$>?BZ-5+hev3v?2swNQlnQcq9Je?*@GTcP
z2!neehhthJ@HX>m=(8lQCsbuCZhq*?6RO&(ZU|9UUdWpw{vgAQ4pTox{8r2M=LyxQ
zcMV9))&~Sj=zr@;%5h@OQjq{$UH9EWVY<#{V>5-oi9@{|a^S?lAQXxd$M_Y{I3X1T
z;lx_M0vaczg3NK^nSNueJe)I5oX>|WRu<?b3E`V)A+T$YLIiyE#UiR%tC#9reDwtt
z|2g2qJTTFT6UL?lPCNmbDl42o8x&56xzBOp*D@If+(N;hP{nt4#`08Rzs^_erJxkt
zz61ZHU5@x)v`j$79a27UIYRXbph9Q4Xe@<5#T!AXfQkoji$ew9azTYKxEH7x!Y@xv
zBCQ3kNx0swrQ30XMPJ_iWZBgXEe_M?=6>PhW8QG}!^J~dwm)yz(q2nEraIR;Bml$O
zqo*uKjL+##q+hWx4q%UBGlf8m?|M7rK#XsJP$**j(yxF<45=UpG5*i5fJO|dAalgn
z=g`o6o-<<11H%$Uf<_GCn`l{ZA;#BvB*e(Yff!W$=YSYr027^vVQfku#`{4oE5tw>
z6k>?E&k^H;usd+YLcc>Rk*kO!I%lzqFdj?n!r-v9)-E1I>jY+;FXa;vWDT{ocA@$O
zn4vRWG@e2*V<RXPm@$G|95eWq3p0ely<rA?s&qUH%uwwV4Ks{g-7!O*n>%LQ=nYpt
zW^C88eZmaoH3BotA%z)wkDjs|Gdj8x=`q7NfV~u(DFkNxgSSHt%y>Nrg<{4(`W4Wa
zAr%B+#=rO#(3l|=WR4mC?l;ED$~j}k7x<9Hc!0(X;hSh#aAC%MRI^qu?Uf8F{&T>L
zmw|~+%rG`3Frx)>Sz!j+pfE$seU2GhV0UWF(3wd-2x2fpAJI9BEm+1eV{iPEb~R%P
ztrM6rPs#^khUyn!hR$@+cnZOcBS5LZj1{=WF@tZpFhdyJ3udg|QlA*Br+Hbp>sC(F
zkQ+4max158SU1u*+?<>{YCO#wvVPQ9r)B$dE2nW=f;HyZ#{_KHyY$TEv~jWSM|#>Y
zK42GNGligyQE!JFv~ev6h0;dTuYjfvsUV0pUg%dq(}q-#Ic>bsZ;VxkbEb`#@gWPM
z4dI(;b#T$f)l{=qFKybO;y(x4cs7{mqzz+Jf;LV9xvXddZBVo!=02y5Q($)>ZS04S
zi{MvDlG%znq_Y<L57bd&UzV!q3%>U7TFV-1P)P8`7qqFd7_tW2TGmiK1K!ZNE*eoG
zyzwJYDtP0^xW##cZ@G9w7!15&bPce9{UHFBss}^|M<&L{D~-|CAg)~uj!%qEjaA`O
z^6-Uu^ny8YNS!!@Czj=jmD)-;an&``IGpoprP_Q!akXQ>QDsPqdqrRTK2Tezc61I?
zHkhVc)v@YGyFSrS?Ms9VIn|8u?{RQS?00gEg2uSE03@E&65Rd)u>T5WF4Q}$hRbf8
z9;hvc4e21&|IX}c11>aGThrIT38S6Eg@e`+SCe!nr#pv<vj#n$h|!rbvGbCw9@o_d
z4RwFo#++Lj9UUI2RY$Iamw*FBTsUK=z18lVY&X{JI-NEF9#k6ecy7pU^l!zD_~YRE
zXv_`NZdN-wgLa>s$XgyfqkQp1qspJf8K{{L@*U!HmwIx?f0CYN8~|69Marh<m>+^y
zXxV~=GLFH0+U4_Ymn$DdcSe13itbl>C^kM}Yp|I@K=H-i4mqIs86X6H4EiYW)qVvu
z6iWp`P|W-aXegEnGKb<9_>Hj$V%I=%hj=@L&Z*>=fw%FojFAq#HYc2Bcq3jX6#?U2
zM(0t@THROY;$246#9)ulG#{4f?5Q(eE%}{haWFbh-`4v$JP8KyL26f;o2&3yWueFO
zMP~ML&`NzL@l9dQVBZ0iE`O8~AKG#A%G_pkld}4VVZkA-)v7+MR<yU;ij0{cQXidW
zYq1Nn;2)zCBhzdZC`Hsg7@x1U2P*LsVj0K<{Dkm^C&MqHs&6KvAqbxM&18`-`R|Cs
zV0Yl}i1}xYj+WOW#hi^4Bi1{jJ9W^oZ(zG6_I24jUGp5j9hRez`0emtQa*64QuRjn
zF~ajWze0XHJON6@Z--yu7XR(Qw-Ub{IAJbj%h5_+es&Il+nu#oI5&+=RNBL>vHEED
z`?__g0oWa*B9ZuUz`@RL*bR3t>pvq$4ehp~d0fJ2uG_%#gS>gm#eAXz-Vb@Rv}~uC
zV_`sVVchj9A0!XxoWLRYAl=9Gz-Ro!mS8i50KV1U4mp7DXb=hozSI2*XyB6yf`IQr
zzXBTgq=L+W?;5``7V+#F;Bzv^bNP@3ah>o@7}u?&nzedqa~&1`J#yWPdUtn*Tz6}j
zGZfd6{>X{zN?@v!>x^LuuG<adGUYlnL~)(Sik$2AfZc&yw*a~BJY<gz96eMjPwdy3
zoP88qFR>3xC3LZK(B1ARB<Sv+w2`rSWlaFYW%*`g)hD1ko&Te=EQId93`zyv{X1@P
zy5n0ex)TQDLdVY1-8!pUPSzW+2$*Kw&bQ)e<DF>P&37*^4BshBy8+(uNx$`<@O~zP
zmJWJ9;r&R<b_zNg2J!YyIA0|O;)qTS9P<94yO|#HjEmUsv6(_Z-h#tKHl@eh0eO3Y
zP$=Xr^(&wuPbvt4yrcaJXvmWaGKaj={l-|?KWE50l@D307}1M&!Z*?KV^=%{Zn$_i
zn`+kTr8*ZE@2L3i5%M<o?(PgBZzRka3i3#Q<OF$tf&}D*JY!e_^1cglnL-{Kq99LX
zMGkrYjR_L&1Ppk1a-o4dsJ_+$Uh;s><?KEToD#b?IDQb;*3JN-rR@7?o4~xgrF`Hb
zp6V4eqANgjo`qoE`#`C{ynn<kj(L2`g?Yl@UNCPBR?J#`b8QU%>-q?#y@I!@+X|j;
z)s1&A?LXdGR(3<XBcr}@VI4<~U3yjabKc<g<J`Y#*-inyZ%}UUh_e;O#rEoH&k^o1
z-L>=xXWYWRj?EMT;hykz$boSG145w)_h-KX8sVgZAcWiNaPX!3zHb`gq=L*5ZmHiG
z3vO~oxP!p3M4_P(PWUETT3iVCV;%`HGPHVWBODd~JAJoe%Il5a1UsF`Vhl?l%O^oD
zQ)EFy6tajcz>(!susaZ079q0el2UF@lt-##WBNUmuERQyv8ypgOYF+vP_^*oU(rs1
zFPBUCL{wSBkCJkgO7#%%MQ6WgjD_IK^FgV=mnLp;eBoOzd=Uosj4$xOM0L12TF(|=
zbgPBN7t6|S_`=uS^!Ww2xvb+2azDnrSj!dxW3*Qjk6UnHu?~wn5Mq1v^ye6JzwTOk
zj4^Iu_hB=Iz?k=YJLJHa_kd6+#(cuBfW{c9AP8f==vP2vj8u?0#ysvf#>((HW6U@C
zki~d|#u(w7Xo+!Q%sZ%NtzOy~L&blOD^YWg5Y^wYj%pd=ba#d;Q8U3BUs0FNP%BZS
zKXO`$dL4|L6YGp&39S2jkjoV7&=7@nA}eyNyB&51V%>bix@Q7roC}npev3wT>Kx8a
z!+<HVwZU;?A>3_flR&sNQr<V(7Q(6C0K)0aADv$z2={lOR3O|XxWy5UZ@Cao7~BiO
z@!QCnmC^dd@W!cjd!p-y;O#}IuD6ld4ZA_E0Jknh4eiEq$KmRTEm8oS8}kOdALnXX
zwg|V8*^W&R9lu*FdWL|y<N=)%IM>~v`<R~VjDOhm*i0d~?k;bK99(xN2!(Rp8~h4r
zu9FIaxb8iE1vJ-51(|c*C;Y~QfCk<?%_&6P`Mu!M%EqzkW%cUTYV+($t2(_ix2}JT
z4_Oe`3ExEPj*IJdP|aGsw7HIo{~o#Sr@gy7L$3Q_m@^dDk^abu>uv;7om^)OOK{yr
zkjs?o&=AFSA}eyPtHSO;uH(0hU4ra!Hb)PIc8UEule0rsaJoAf|F{>ntuVIeZWJvO
zbhlW_2hyGD6VRQ`|It|%LU+f3QbBje;})kozU87jVQ?>WcOrsH`o{x~>~?WcH0dU~
z7x(|lqB5}?%N=dG$aPIIzlQ;y=?!c@#htHZJ4N%qxv)6TxLZwkdzYT+oY}6@Jxb4P
z#vANPY^D&*_Iz)L9LzQjLZQrdvtI$tY*IlGv)$=eKr@?EkU6ux!EcOJ2AqpSyN22B
z=R+36Y{ECuYT{zHI@PSzOPkrK`0tU~9_`)T88X|a!<?a*jr2!O%ytc!>SQ)!Sc2Kk
z2Dwa`4GmGuCbA-DwsT>3AhXRo3)bSIcm3PDbpB@lhi#VFA7#_s*KaLSI|qdXsXe7l
zi_Io0>`_u)N>x1pQqx&KI=4bdZQmmmsqKeboYeT1i`0a{y^z{Tye_7{)qiDIR8zOk
z&$_rhUBSV>9EQbu(aDYiu$r>58>}5;d#V4lb__&^`)7!s)&{g}r*I=+aBVNk;fmKH
z`}Bn8z_w0zDm}0nhp@HSOd){n@4Ovy0NX_%6bfv^eg!nJNd-Z`HtttI1DjNkIk4UA
zH^$28IRo1be8^%YhQ4?zd=o7yE?~QWYS!wd4Qy2W_Xuq7=-u5J0^3`{oS}e?^hZv>
zb~>2q1U6$>0@w}%xlDl#4N<@*vLXkz6|g%H*!JSUrV6aMRub8#GdTMewpwD}kd3E8
zwj)qTAluipak2Si1-^xBsxN?SI`2nkR|vBGFDMm@Yrn=Vj%<9(g>1s$UXbnNk%`Ie
z!<E)>tvx=L=J8DLYt`&V-3x4eemh;%$ZpiO!am)3sg&czF1>Mo{z@@x=)m^l+8iz0
z@7Jl>&P-e$ogY0a-?$UmspmT<wvz5wdSWv^VFzO~g&?-$yd827+aL&q65G@K3TR@J
z3WA93BEJHf*rbBYiEY?#jFr-JCbp~iki{wtO>Dw9(VF5SwpCQKRxfR0qvAiWyY`oY
zolZhAh9wAPcaY1JP|y%XC?X4RLYWD>0|{l{^-xF4l~(!uOD}q6xn13+@9`pz=<LN_
zj~YtswNeqC)a_wL=2$BpHQW=01g*SA8ybrxYtSuPQT+m1(K#;~Ss}FYASe~I@<H6<
zw8FPsv?2`dg;v(6A~03~7pK7$@1us1R^7bP=ZD>5R(1oHBO~YckyySYgOd(!Ke2pH
z%l7*o{fIXc$g+3ru)Ie<x>rwo4lUo-T}uxw#x3ky*i0dy<w<Xc9MJLv2!%q+i~*63
z=|HN{&>|HCLCXTa0vcMRg3O_1x!)Kov*!#gOTn<jJts7@2;W3Yi(SnWh~V2I{)b0`
zyMC#2@of=Q{O1KNkAs~~XfcK*pyd&e%M@DB5CttF3vg)p4D1esmi^XCXnAJk(&`lv
zYM~D4{Kc-t*etQ<1&64GE&qo032eDa$|s`93T_KqRL=lgbk>W;RtUCCfl`4jTX2hG
z3*T~Ki!itsY&liefqJ{ztfX3JIofw^EY_|YUGD7f^|6GV-QZ;)CecTHd4)H~{rJ++
zvYkSXfVoDtAm(s&oh-3mCjkyIZ_ph~4>86$?Dg18At2_Tyd82t%=<wo6k<N*S3pCI
zR1gF)|KV3aLyT0AImG<8-xw>;=L|8A^C64T1`RR7H_<}lf|&PE&04**A%=?oyddTQ
zu+s@K#;^p$+yQc#LJS(BAVy>X4lz4mcOb+pST7-FOcYn0x#IhE=3<Af;`ma=KWT5k
zelc1m@MWo#55yPMC%_k-@1ju^f-h@8slb<0aEs#$-*VxLFt`_dS*vQpc%^yW=)~6S
z9<Pfx>;{-VKVFwKv>U;!ii`9SVJ`6ox*uUK*0TM6tS;`*#3IbX<Qej@y2JsU3pmA8
zbRW}GjPVb<7Mm#q#ccI<$U!kJ5DKN3+x-e?ijfL}DCSju1vJG-1({RKTl~gY^*v{b
zd4LaD5XA`JMC*-<VkW3&tzOy`L&bky6f**LIw{5&mY|sPK`v8@K|>V9h%CS<=0eyV
zNHGVlmlUIFY-BaYaa3n9_5;*ZV&9hv9V?{P5Lyc|&p;tTG>>b8V=)zzls77?{sGbG
z+!u|o5Tf}5C>2EWN8I8>!?#>SBMk0^XwFgvp;6sB+?s4wE2FJiwVLYfPbY*d%*5Jv
z^UdAGSfEMR+YNJ$b$QZtWAm=RL*{^^#H^zyfuD93YS~VqN5m}LEOrcl`WfUru9F8x
zpu=^?(<6{^8aoV|DFgzY>g|vNfldOUPy~9qUjdCkQb7;`J;$$rMj)vma|GJ#H^!<D
zIU~>rAF^1vq8D<6Z=watg+Rwq&04**5r~Taybx#w*y%(dV^{)#=7C(M2!w_x1QJ<*
zBhcQkI}m{uD+GcfRJMw;&Sb9RI+L-tqP7xyvs6k~0DH(S44RKZ0)rmVM#tjH3ILRp
z7^M0L7^L%GG|ECS=wqN%V9>{Li(?Sqa$%4#xEBmsXV(tEnXzh`TWY)?Xi2o}MxQ=^
z5`?g{8}uBNkm=*%&R1oy(!uV>o&VIb{r)gZ!lQ}RoqdT@#PSYtM5hD}H$T+fOb<84
zMeGOIOd;UrPu>nW;N~e13Wb}wM~k#g2bJSi8>t`&ZWj9$&~PIaWDYm0{Ki;WKWDgE
z0fr^6F3@lzd=o7@cBNCmg16c{$s@sC+tj&us|^+ZdBM$(!A>XK7{d~9^97L06mHNE
z1verKaJcz0><)w*eHSpo4KK9{YltH{d$AfuW{GVI4p0kdzJ%5Zpc#?!iCD5i+X5QZ
zF8~^y^P-Uz0yH;*QUNqK;T8uPzU2ZMVQ?=%qpwsoTkYY^&H88>p7Fj2QWYQ7up4Iz
za;3@`+Kp!Pl`19DN0_<S8|Z$RnbxvJxl*MZnqV1yrOKQUyHceO=v=@_=54x<=}E@;
zhrJb>DFn&<v$sPIlKBV-g_6wY{R-%18mS<NWFGS?ph-q5$ed*U$8U_4?sF!YAM+uL
zAqPz|!Z*=+<06@VqMEgOX_E{U|9O$jJHSpS$r!^DB=a(m%aml$5JfT~3viOT3w8&R
z%&PVBN>#JEq1~JsX-_q)qnE-1PvrqfTC2)fcB6!oLPBRdcGNMPd<O7O+Iw_ffxQvr
zvqH)Tl8^EOkdMxh(MSv-pQnLRK|W{V7AGIR<su(pa4+O@nhhwe`uJqJwVa`li&<Ec
zMAL5ic||d<W7(#5<Da7m*Y)q})s^0W_Y=@%TDDWvaWEII_Di~5{Uo9e>CC`6sIGgO
zo`Z~+SPh#g1P9&h?T~|mZUCWB4!YB?faV~nAc%wR_bZ?|NGiyjgWlse#v+8AIp`gH
z$bvXX_$FF?TpYBOYS!wd%|TTB=fy$Sft^kcGKM8M=-D8bDF>k;ii1QJ;2g98b_a6M
z(Oo!5RLUp`rIOJZkNq62DzTqQ;~a~!a=7o_4POTe|EsOKX4+Z~x&);K6#ZEDG8Twd
z#8}Hg$|(RvI$=h`G6afd3@Rwv9k)0X@huk=34?oqqV>GQj8@u};gN~)@yc+kI$3GL
zqvNU8g-+_qMwA9OBHdE}M4~P3MoP!K{n<ZYIs~H0{R_blOiQ$Er{JSvxalD0ASitD
zoS}0Hr>LWK_tR69aUDAfn<)fEo#pM2gQ89cp-_r?mR|u)QBpw=MP1`pKvR@dkU2$7
z_>HluMa~p;9Urn-@uF9ggm0qd%0*G9Qq5Yuv?+>;|GX$_5bShPlrbzpQTu^hrWA#S
zD2ftUfK$|guse{V4&fBVzi?ZIhkl_*mvxa|r4pL|B%RaPdr@zRy<4jHb5abC4nQG+
zNAJ+)$0E!M1q+W<Zvl^VCXB{g2p)Y3l!`T@M{tYd5#Ms*kubOyJQ8<7a})r?**Q4s
zeiwAIeK#5v;htN{-fmzd?t)HA_VG&EcVrOLlfaKf-_Wv!xC=Vz*Te-iahEf7qPVW+
zJg$=m2clo-j;9AA<23ejY^D%Ew8xOh#B>xmfatGaekc&_>sLSnkyH=_M9cgNXdsdb
zG6$mL{Ki=IA!i^O1j7=SIA|aezKIqn7ZCl4M}oTw+CW6be_lZJ1lZ{WB4bzri2fhQ
zWeP-Shyo&!1vn6W4R!|t(ZMzlL0Kkn$ajj)XKWH<wZt01A&W?}R=is9t7xx)q3fi4
zBD$<#w_r&16ktea!Dy_7z|ifWRKU<3xW!?JZ@FMd7~BgCJ<I&8-db<hhHLOlShd;9
zy3tu->qZ`JZcuttQPz;W)_23EGs1k{zqO?|dMA$`qF$?IJAXr?W!9O*3$Hm+c?Vel
zR^Zt>J#pN6pLS7t+%oQE@5N>cfm@&UcF2KS4}(xBZhghCfW|GUAPBd<=T|`EmQ;{A
zZawKY#;QO$<JJ>=$YNYX<CgGEv;?|v>z}D+tzO!=Ma6$!xb=Rp(}`Qgumo<s8ssv?
zEi^>omdFAew_XFg193~-n<UnsFwK=k-EX-Uqf$udY{!mY&0*|V{FC->rhBnB0>%cV
zd?1V|KLCvB92t$o5Ey$pC>1bvK5lUs<6ABm69)GJV;9k2u+ytlPfL$t5nXN&d!UFQ
z7PGw@hKYN}5|uvEN*`CUHhL$GAHtreWjlW}BV`cm@PKKc*2sg-)d`8?*YmY=(&LwL
zEStn;3V~lQ@^;99U$=r#D1P1TS3u*JR1kz;Z}Kak@k=Vm9KZg_Z;S;dIpf#+`H%(S
zm+(!r=(+IgW~y1Mmo|P;@t+rdwZKj%ei_3O_;m%yWr|;Dh{7+C1vq|P1-k?BYvp>p
znViBes6NEfSMd2d)3M*6H6`|IX_R9n+!|(U9qdXJ66p1W?o=%9Vv_Qm0Llk|UOGQU
zqc8-$<{qoiYaVWK^x|7C^b!X5f?mguOtpuR1=2h^cLa>q)Y!ySYlvUMZH%^tTGg@Y
zNV`7K7*Y+oA?l7kLzL{XysC8ls#~USoF1sngdz!x8w0hQ)sD_`)t5fv&=C*`?%xo8
z94c$sPO*G$m}ic1u>u>jL(geWFDK}}q^B3-2X;I*QwVywz}q1Qy_^d|q4aXOUja=o
zQb7>CRQ(EQdXWk;r<bjMW305DGrhF<kj1J9y?7*i6RjIAdO3?~*6O8AFI4>JMK33T
zolbf&h9&6bV35m{UeFLlFCq(YdRYp)1L<YI^;2zt6fAVrQ9&^(Yf*=E{$d|O9VPZb
zsVWtd9D+iEN#3tbjYX3+>_{_`NmS2(Np#kW##RWEd>)jF<)AO%7H1N^<zf<Ha4$@<
zeiVG%uEHHk!qvmI`sUgg{Fmy5jo$mXof_QK(&sydJr;Lc@HyTo+efbXkql;fGWfaX
z`&zc&_i;Nto494^AkV4dnwsYfok}<g{Z@BBJqj7uvEN`bg+QUbjuSbUjs*t_%?6=R
z6gtSSfJPyyAP9w4`W4V9Bo$<iLZ|wTv8qMRD0C7ZvRLt=QAqeETCQ9uv<KC!)k_<N
zsQAwdg`R>5=R_f6SOSH<1#+395E`OTNMr$yLXTrYfXh`=8`;TlW03k8EPfZWb=I!V
zLFe!iZD>fBXhlSxGjuj%+b~i~Y)f#!T8lN`L2CsVwWNIDbu!gY03)3PqmdQ@Mt6cz
z0Y)#wEe=L}%LPWl;9kIJjjSPCDq~aCR+<$X@Apt6t-1lI&)-9hS=kMGj*Oh&N6>k@
zH@N+v^JXpE@9&{TyqSQTy<>+3(8TuYY0n|%A>Fm~5M$iJK7`E_0%E@C?T`av9tELL
zi20^p0Sz%yK@i0J)USYs7^xt0i20M>7^}SJ3^7mfAq#>S;hSh_aY4+dsb;NS+7Ls<
ze_jyt5wOz<F~+b2#JnElGKCm4L_v(m0vuu<fZc%*bKp5Kh~XEe6u>x+>MX|A9?#+B
z6#SF+CZ9K=l>%N)lJbG@qWTB$qH|v~!b0HXS)f$F%d>Hd!wcVX!HY1s7kD|jI$CcJ
zk4!b2)kdm?oB`j}Cc9BLy1b;nSDd0ob|aTT`*bI`ln2i!Up&#M@^Brf-L7c8bBNDf
zD!Bb8=@{pgnt21<4=|gwY^Qi*V6H;Vw_UD$6x|v1$#&hZ^z>qU!nR>Eg`k(0dpqQy
zmzRQ2D80PSuYjf(sUV16-sM+7(~DG)IlcU|-x#Z|=S(jj;X@WgFTyv`+Tx;@7g5bx
zy|n3tihuU_Otaw7*;6OB+7l|TiB*W&B6%=69e>=ryPpID_*k?n&CS*JwA9ntt6AOD
znyil0H`Pa`cXZ}XZeKe-F*-F?on|jDgUB4%F)~(ZwWcpd8u=wGXZ&}VGuU@PC7e$B
zqhzhN$gVHLyA+mRGhI6z{<C}=vHFN%VO?vrDg&$4JsPX^JsQ)Unb52H=rp?lOm)(n
zF)TrI*MeN8G>3*LniE-()7%K`4y3t#&jr3HOTOS&=Tssmj_B}V2cN(PVF~_8OK}^~
zIze#<O8G#FQ~d&p(={ME(?Te2H7FGncPwskisM@@iW3I+LUHRh)yLqY_QM;u!?SW@
zQ{#<P%TV5Lh$LEe^IV_5AwpQ%4eE|h$P|F=p5YC8KiQq9W&8atk%VUx%TxOjr-&sg
z;)qTS9DbjxyO|#JjEmS6*i0cnZ^GLl2k2b~LZP5{qhA3HdQw3U=)KghfCfFOAal@r
zo!^*vnI4@OuhbjUwZC*`Lj`Vcp9GA+_xD9=_<~FE+f0|$t6Qthvn#FY^v*!YYxs}_
zfu8V9wEWnBq2LX_C9;`n*6O7?7r!M!#ea{W_nF?^ogwIbD$E%Q^hkf?1bSD2sZP){
zh9yAnOpwbI^w1CmdLk=w&|43?13_=U^EiT(H*POi$^t?Z=~0JtK4*VK9VPaAsmgJ;
zffdYPr+P)g*(fAX@3-32*zAf)%G<D1&j9sw6^PEY5Y$_6qC&lexW!SAZ@ExU7~Bi$
zomOwOs!dq3<D54<2Kg$@B}eZ&#*<CEVXx2cwx&$&Mtesmg`Bv@V|SM>;2i}K<Nj^q
z$Gju8Y`@<zo^)w~^Y)|85uisM(wTvi-l@8$=}FIciJgMY6oT}g<?WDz^ezOUP|~}`
zuYe{!sUV2-uJbFPNlz-sob+z=8)GH^oR{>r^C64XBKoc>;hSjnagpBBsb;NS+N4Lt
ze_j_P*MXf*vN47w$fgW(nUW0}qR2*M0ZulD!|p(`Ip6|baW&SIvF0kap%3aD#y*aE
zO6;RjT`Iac421;UJfzKyMU*x4$VHNFRPTUpbmoi3R|wtw2PhQ_S^tS!oNoA*i*AI$
zz0l3+(OS_=dwaQFU!|UbBieTJ&0YPyI7!;t4RDSjr20rWKbJvE2fd$gexhYNg&hfV
zrE-75@hU@*$8>_=kn<<q+4PWO9L4^K%@hK1_B}~tS9;_fkh3=kg+k6UzXBR^q=F#G
z8T2clAxA369CDuKH^!;~IYZ7mK4h_yL_?17O|%HPAZISstkp{!a;W&v3v&Jp6V3@a
z#;^qBd>`a8g&Z_QL5|1*9CCh$2_fv(@dGc2K@KmyDu+3a>MX`?!U!#~7X$~YwTSZr
zv{GQsb}1ity-xKHFh}RUXoQ7e&Z|JFz?^B^;+Vs?T$m#a?gew!%6ie9*g9O<II*Rg
zW(mjpiQIU@ZoujDCvua9cB7kBagjcv&3nCp?nj$<YT15&A~){P#L~^e<QZb&CV4>T
z0!}pltoxXrXpDc@$FZ405Y1P-9dZ!Omq93$XujuHKogBr5JWUj_!ZDZBNb#$G&4>X
zmB|5!R;|yOX#UKHEQn}?Z=&_aMKqtMnzedq6Acyrc@fPgz)mO87{d}o^Jb9ClxWZp
zMKmG{aH4q|><%QF{Vq^M168)ntE|Eq>X6P~>`aW!5<4R}L@kziE7~VmW}TD|WEs^n
zU>TkDqOldiGS2~}f@LnlEzUB0%f&Ln;H+3?V|8p|>#krK-tgZ7%Sc1hu#9k8|K6`X
z=?!#0%ZzE+0<nxe24;=MMizNSl4ZmJoeMb2+^qYUo@I=G*iG0>Az0>aZ-*Q#a~BAO
zvdo+O3TT#*3W8YX{eA^B%SZ*8v&^Ub##mK8XO{T{AF?2p5x$Am8yCymNi}Qr(q<Vd
z{_|p)Tfj~y%NWBFEVBvZGG!SwM6ry>0-R;)uzROiCX&6PEECILZ1**sWp=|qY44-1
zp?!j7{;W-nMUyq`NI~-Qlj<3;jLv$|*a~5p#bC5xnI*WzS%z=9SVkD!3(K4{S!uy5
zj`&-cd-z!G$?7hD>ME35g`02g?eE1XpUK@w=LENKAJ=b=_f7~u^9*U(PSMB3(9gl{
zVNkz{e5XW-=q&Al^h9L5$IirN3PD7ddpqPHq75JvN<>w^0-A`Vf*>Ml`4!MaBo$;%
zM7R5mv5H2{M05)uvRDnHuU84*M5~sIh@M3?YxUA5A}ap#BBJ$Rr;~_`VF@A{0J%(w
z2n|t0B(eY}qN8DVAQ3HlHdgBLrsl*r+-)5BVr{uy-KOu)>3W{dZ0r%#USj_$jp)8K
zX|4Mlg+hXrKA}4ii!&=AELKu|23FGfFdB6stn?Tt6|D3P+~Tanw_L0w4DN-M&bBHF
z4#V(xrFq@x#MVZd^`8?1NhzYh%}K8=3@615?nX(+Ii1<Rb)nzLK&B^xpOJp0Wjn<l
z6GKQ#TtlGv$bEv&A$+}Pk5fbzbNTJ9wYOENO7a>=KE`iscWkB*baarnLk>DR5QIYM
zXr*5PO-E8e5FMT5S3uK|RFF9xJ>74NRVH$#qxF2qVpWT#BjKB9ouXnIA5PnsYS!wd
zO-EGx=S4>|!A>U~8N(8E^fSnHnbHv&qUcCu0ZvE1kU2HrMUYD@I=V=f<p>tJPtduH
z-2rC6@ZE-g(ykr-9Bmambc>V^ybh*%2|T1TU^LD`c<6pmDtPF%xW##hZ@G9#7~BgF
zofoekjj8d;?Zd5hv)<U8hKWu|!$h_cHy7PkEG~)~-HnY-@;bJEeDopj#PIXc2efRb
z_+w)j=@8#gC{FU9r1J}BrB7==q+dxgK4gzzGlgKKZ+biAV5P5tP$(<?)USYMC8;2Y
zm7ek|pjk;O$efkto*G(wa%QEOU|6D}(X1qV6Rlw`R{9E$gcyQ3Sc!`NyjbZoV5gIn
zjA02@dN;^r%1UU6VkMCUI4ivmb_cE`l`K}`g=w(W-ab~1;F9+oozd9&7_IPzh2WsI
zR*>F{77JopFXa>QWd(w@f~5Ki#H90JG}=Ol=^9Wfi0OH_#fgb;xrj*^+zT<C9<L_N
zR;p*&y$^d4ZM*rX&yN_9wsym!V+g4}UQyfT4SGKfwY6-&ANC@Anz$)?fAS=8FA;f6
zCkT!_FVdY&k37av><(<E5Xkd7Z-*Sn^BNEeMV@#070}2d6$ByANBjzC<dF(8N1o67
zjj?J#&dBo_K4dXAp^-=UCR&7C$a6Q<tkp|<d5DVtypU%H*y%(bV^{)t8X%V`@}MCK
zc|;cA$n$*I9f&+DpKUIlHLDxi&8d<0RI@sIDO@-!4?q=ORfaVPc$p@CdJ|sm8GOFZ
zbZp*QjzV+rPuj(!N$iP0p_x)X5QUTv0EKjZj7DJy3M~Vr0)@)B#ZicFxll+L+zSfX
z7t_G?@R7C2O0xnVv`e#a6nZf&qQDJB#kp`3Gq@WW*%#9yqJ6}pwcd%~$D@<AY=JJO
zMI4)8B>P%f>`akT+$ZQ9!fELO-S_mgWc<d?$7TvaOT*p{IcVuB5DKNGalZnZmZX9p
zTDrlnfTks>Aah!}({GH$5joS+4nAZ-v?P2Jty3;qx}0j(>ZMIfRQ%^fOBaHjPFgaC
zC1~kbkjs>o&=5sSA`5U@IstYE($Z3kmLQkG*VSZgjw}&%IZJ0X_65{jVxN-+(02*g
z!*4AT9gjkSj6S0~5Q{M@7_3Di)n6bZoeQH87eYqg1EqqDzK>g+jQEy|jD*3xkkQ&^
zrQU+C&W=sAhpWxzL^BN$c^{RJH|!>%K0hj-G_)H5t%{5Ek$nD71}Yuse)9RfmhJcB
zWpRflh-YE)4EcCj;(*QtoN)G9Co+-CKfc?AjDOfXY^D%|v)tPu2jMIQp-{qE?N>k(
zj#LmtIH&s+(1aruWKKBG@*88N`<w~qLOx`%>O-#w3ExEPja}jtwczbS2T{#hy;SGo
zyR51B&x>&O20NXEV+>0W&aWY-WlA_`h$0-31vugSR_4xt+l3C^P=iP0+s(>Ibz^1Z
zx^ksmZr7@juXXrN(fN$M3`~Jx>ENHVt3JO$dj;F<kn(}6KB}j{HaZJNV=aVj-ULbo
z+q@aKINR_o7uyJfdtsZ?o7Hi6`Oh$Z;cj?qeH6ZMlj_4A-V0zv+it??^93-{)^3n<
zA|d7Eocun__AlPx_w&w2wQRpHgb}_?AkY5fN%BG%bxbD;4nAMholU>AV;sf4fXx&F
zeE!?pAqV(84nm>e^S^!tH26pbLE!UOzXBS3q=L-BXW!F8t4Pk^vo{!)C`~l@2;W4D
zkqdmj$s-}gQx5Q<;=jj_c&zK)-5GwwV-4lwq%+h<JV<|(^7&fZmtowTAZQFrfZzu~
zE>jRhLlg*#tjIy|A=n+b)V2R597s6%l_ij<i-6=YozYnX!>7c?f}_Y<*7^`yDA2Di
z<rDME8hdM5OZ5%VPuGFyYzslZTS2KnzuRz&qaWXLp`S3g7xX(z)<^O6zv}4De7Efc
zSdE+-o0w`*uNiQ(??%A8`+JYL)81|vc&tOxiGn<!cj>1+Uhka*egwQv%XSJqBKN6J
zfOZx;20$ea=W(4pI1au?cRW1~8mF;$V>5-o!B2TR<iNpCfKVt7{)b-yje}A_5Dq@>
zS3u*SRFF9i{;%H{t3Kq6gTLTI7UMP=2Ze8<1<HkkAETPJdTFnNQSqPGI@tTbPAC2t
z!xH#24RV>{4;rHIM`QtxKli}yK>S&JiNGIKl;wBKS~`=tj_XXujy;`Y&=CGfy8`xV
zv{Ycw(NaDTgH#^@gLM9jMp+03oeN3@2Azjn9E13l3xkBgy<pH8@!A3J>P)o+c5E63
z!p7YI^vYrZkTA9z{S1;0?B7Fi*Lnlrk3Lsx*-mlC!f?+4l<QThpbzRi!HH)=_cuN9
z7+<jlHd6@Vx!v0#2l3njLZQU-D!&4nc%*_L;(5TYfF>TPAamk*&~J>z0yz`U`}mLr
z5s&aqv=+ID=SHeotCu$MQ1PD^@jM^wbP|s-EI~Y%fn27<gN7*L5m|r}&vRjSAn_a!
zCmK<8#2P+*Q0FlAYt#epERpKy8yM`tww8RZKq0|8ztHB!BFY+iYsp9T4p>KLzG!@f
zu+Ho=6zj~vEzUZ8%f&jv;9gkgM1hsVm9eoj_b?slBOKGDn`>U&U#_uD>_#((o0I#v
zd~+B?gd5)d40EWK?G(-LhFs<uH!EJTcj+0<Ddjlbqx6(wyupseW(q+mPxp4nK`HA&
zD3ns3<5xgaic}CpDI<ObG^I!dnN!M?-xw>2=S(Tj=R+2&DfGIG@J+Oe*o8}x2i~9b
zG^$yvm+D-+KZ%O}yeQ=au+vE?#;^pXECIPpDFqEtlp?YKr<4-x4yBY0)v@YGy9||6
z-<YHqWey+@>Kw*Ch<Zxw15#ZoN;w#X1f{%Bn;VNLYv?UXQN067(U~tAUm=w8C@2*x
zGM~dOPAPoLMJdAIUMOX4tExXPKib|tncb(!;tjirrO)?UCk^e!Evw=peWaHk$Uvn7
z-A^yy)w2D*-#YHl#LY(wlV`~LtrG`yF5o=#r0!#So-zJmzs6<?!83E8CK4$<;0~Ud
z2|}Sfv)HeI<{7CVh-X&#70^5*6=cpcYy8Go={{$kIe`yZtoqPABYYFBH!hx;K{adj
z(&iZ|{`2CQ-@=4*@{BPo!86|gxlDNm4N*KJvH<6qZ(~A$OFjYjTc5t6+LqUr%B{)j
zNPSa%q|A$LdDBF*jGv!?!;LM~W~)BYC|4Sz<t>%5I_!sk4ym7PJ+`8=BHMxyUt;ax
zz(>wm3pZB*+<XgrEePrPQa<pSmGT!fqH}39VnYb&rJz(0QU|v<A@MC2Aqj(fA*6LJ
zxLY3X*J<E;#)rqNjj1%tIfLHioOsJ_MtXUlS9Ow>c7vp&l78#ob*i^|gWXR_|Da_%
z1sw&m)U$8G=_-8?M|4Wyp!83=o9RKxxQKlan<)e+ecsz42Pl08ghD~-F~0&Dl%#?n
zQ2Mc70S!u0LFS<J2fr~ELgWlezvV*~1WLj;(X!(LrB6}KTD`PEiHiTcK<Oc{(+Nt(
zummW*7UVJoB{W2VlE?xal->Zl13~G4bGKDTrr<jtvf7rh+NuObAJjRFopL7VDY29B
zPug2?UXL~ktT{o-2V#xt9bk>le9`y{!J3Oeslb|xaf@RO-*RD%Ft``2IlEPx+O%m*
zfBkH1YP<mtrL|Hm0C`_Q<Wk^<oIbyT$Zc>p);ZNB>RcGg?*X-%cS88lXH?7f`&C3P
z2PYPamblLp3r6k}bS~jMv{m;#Jr5bbu`Sq4A$aIcZ-*Q_v;%}fdFXz>0-A@Uf*>Ax
zhhG8BLsCKJJoGWYF%~K0%tH_HAq(Om;hSi^a`DjZRI^quZ62cHzsKj*e%QOaGkjj{
zdtuH{&#RICDCP6K+IBG2$%n?U1Rp*R<TB+$G(_>C$cmf~E3i9|50`Eb%pzV_sTR(V
zTo7CoD0VqZXL+{dEYMtHi||icV!Rfu7R0!}ln*3E)n6b+T^ph^FoYNfL8&0dA>87`
z$hTa?C=Bj}7*B0YG~2@)x9`leYe##R!J_TD`S8v@FM`GG?1qKM#y#d*0LzaC&-Vtq
zp9as-vYkSXgjoh#5Ocgr4T=3a8F1vgTz4=%@)_r_%dnY3Am6yRLk{GtgHR~)-QZV1
zBcD_dgnT>v3TWh$3NlB&`~AjPFqAX$-NT102>FC>q6No=d{wGhtCu$NQSsj+@_o8@
zcV~!v4~IEJAs^|FoRIIiV5$@OjA04nI|Jl0MLsk{A)m;K9Qn?I-GRur?*=Hk<&E3r
z_0xgYDwWHLBRZS2-=l^S`<+zexL3joW$PN}nJ6UC?n!NEY;MIQPnyBiseS?4=^7B7
zX(4F0_t^^V_Q5TVc6`f)cEaFZ(C%bjFYArTF?c6fn#-F5UAay+>V~?P6aeb9k==-H
zFyg5G<J<s5i2JvTALowHvYq0MfnmA%w#(JzkM7j-o>SZ!-LLc%XMDm=#%2mZaTj?z
z<e<0<Kq!>ruJS9ODNZT~qPV(W0ZnmILFN>9gWnh{wdYK6TltX1Dh++dm+(!rwzw$n
zT&h{Cmo~*w@!uoGy`^_|XGn1mggHY|9O(}a#ofL8Zh!*tzuMvODHY4fJe1m%CcN`;
zx^u+v_{8YcShc0!=(u`hVtgEK{A#Th&+5R9U(=nL&FZH5=rlVOY<A+Du`q#ihk{(D
zIERKPoD=Dh<J@xC9f)&_InDtzz!&%UeQ&z*ii<PO<2uE&ucNjS`>Ir$3hl}$B+%|F
z+UVGXvjz>JP@<jcBcPow4AJQqf_A?ErDE0Ym$=2zj&HfpP8i$^+Fh`<S#Qg$ybw>-
zX0<U=9j-U<j<(jsSSs3E=cBzYdfWi`y8Z%SSG&70;h9}pD8Mz~IqSs?r6-FY6Zh1z
zoxh2ZGUT|d%fKj@?0TL~KAbNXYlo!gOXEzo2%9McUk-XZ<lxIyAQZ}%>--96zLW}r
z`0@h30-7(Sg3S5yD!(ySeaV?GFXuxRD|a+s3g1KvoQ*Sz8Sx3p6;!iUFV(sDgd`RJ
zJ@V!4y}LU@zPu&O8Hz7Se|Y#ZORPKyOm$+VF)V?Ve*tvK6f4mXg_R;Ja;%&o2R7gd
zi)EK1<OrhFkW+3?;EjX`IXcsKJ5OhN_F>dsVjq%5(3R7k64nahZYU%$^FiH-*u1kQ
zh=rM|&w!b_K163>2xfi}lnTuJ5^izK<XbMx6bAQ#nde!xwpHKUsEq9-W1bSom<c6r
zz`U<8fJqqLjV@2}I@YxU$pe0uzV!4bGO+21;YZ3JXxUEj$HwsFA-<tdDaL=2&M%xK
zpVEFvPm;!m?048qAxLuXbHEb!tu!=i%mtxPk}UZZ&?G4p1d-$_zXF;hrGm^!a-H88
ztAylCl56;o#VVR_bfY!QE}M!DktAnQ&04)w=ORf`@t@Zt7k_{W=Oia%Sc06s19F*?
z6B?q(Nn`;|PT#|X5cX{9N{fg@bwXxp!0R{gQPd<s1)r}o9lIW*xWu*v2eU;|-^HE?
zlA4n8fw$Qy9{@?|{1}bG5R!U1C>1323f$r(#kX7}B@FI`q~vl^YplN0>vYF=XQ+7d
zZhD$70zD<o?Z!=OM6r$w7GN>%o!*JyC#Sb+*-nwi#W2$%dKeTfxen{>!8z$8y4UGB
z$#{%?7@H{sCw<x5A;*f_=RqixlfLa&Ky#8*5X4FU<5xg)l2nj6C;i!Pj71PRbJ8F9
zkOgs)@J+Nrxj5-FRI^quZBC-%zsD7~mFEh)pnv+=Mmyb|;fmYgV2zInq%+it8|jan
zR@^=Y<L2Z>V_1S4-w1M<aw8g|xKU(9&W&$^-GSU#vbhmag<wVRIXc6$D>0l(?26#1
zviR^H&|<-d&yn)JSU^d6L09z^_)yn{=<EyO!wFC-_;3=pI3MyY7at0Pfe($Y0k*IV
zadDV}wn23-z@WYtU{KsIFkMyazvgV>V?bqjcBQrwZbDdf%`^`6yjrO?U;H+&9Rn^K
zfKsxT`lt(3S-Ac_P+O>WbPiG0nD$|hY8lV2E$VWT8R1)SXiDs6IYQm@1{%BoBwnB;
zxXs6c%~vQBh0V2PH-g>E!JPOF7qhF4cC%h>O=HJKJ4=OA*5R{5v9Bn>p6SjZ;yCfX
z7Cc;=b#Z&Tf@WPFF{^WPR&)$nh9<YK9i13yf!U4C<%vzSsY4a`ZMLNX*YwA#o7(XF
z>xDCR+AZzQago-#-TDbeuA1%~4u6s^jN4UUkKxa=>!WcrP`g>}=o}gKN$?u$BHAyS
zbsdNGJmIYS0Uh!*>)us+Wz{aRs@C5Iars^?TZFhoFPk3%dq<qAd=lFmb;ZNFJG3i&
zpGr5bV4uWh3W5D!^LEIA{a*ng@Z_U9JZG#`-h-{E$A0KnKx4mD5QP0t`W4XFFBN2t
z{WH&lfpxDoTR`mOP`q1@A5^#IEw~i#O}ngK-CAv)U4e&6JA1(eMfKLU=^dT9kfddO
z?HowX=;_WJIA>(6(rQg#j3wijFg0g@tqC%rS4@Sw3?IZRo0{>sV)|ts9I+o5R>#%3
zxME68iJe|CJ=AjxBY4H!y!a`w(8;{Uqy+Q69pnO-*D(YP2evkgod|yznt<bQ6R@60
z2Ap=^1-k=j_kgox%`Ici6^|e57xU2v^~7Z7VwjfL`rv2<Th;sa-ibB}zCBaQC!)w2
zZj_XKt9qyV9AQq3sSv)s5|j$Qy$ZKD-}0>l-*Qx2%7np~`gac0+MVNdp=j1O*V<u7
zas)XO4U+Jt+!Xi1K2n@Ct=oF$%9va7rIIOc@cP#*pRZ**Me(!2l6|6XRh2cqThC_B
zXt(Jer3Vw^4R$LwQwT7*&)Xpfn7kT<Lc!$ieg!m`NCiP)@*%$h8cd{u%)#Wdeq*eJ
zy=%aPEdc{43V8(fC+Y`HA;LFd6!J={S*w>eg;4Ro>nY?8bjU0qIrx1&%~k;wV5vM9
zA)&;KNeK$M4&*YT5Hvwih?x1DLK?6;kU|dB6vAsp3_~18b>?ETpU!(b6aNHJv&A9f
zXr<tg-KBgYj;sN<I7IaiI7H{WXjFx8$RVIqaL7{J;vB-aTpS_{?uA2!M&T<Iu*w2t
z5yl{n<r>qBn?GKVKY!R}bz_gC&B^JnpJuWuvc?;<e*QQ?%XW(3XTu)zj9V3V*t_)1
z<;-!O?nQd$Fdks%Vl#zcj;p;LaxljgAQZ|R%&&lE4yhoBIkx!~(99tfWX>Ef@f%|$
z=bV}24nAbDB?_83gm0qNfm-Xtm5)oQX02Y@%t6I}kJmsy*t@%T;u@%n>;5s!8R{A+
z>5rYg1{%B)bUqmAWH4h=g24tsE+Ym*6BL7qOvoARSlAuNVEdoLsh~VE)r2Q0`BIQx
z2qKT^EY5z6T1xDPQd!VdFtrY}8ifRZeP0_Jn^RWsTl}T^2K=RSe{_b0@Ynx=Qo&z;
z#x2fYe9OgO!r-3x3;bId@14I)Glk+W+pKQ<b+|d%$zPlx>^uH5;jYE!i<v<OtDn2}
z*RuWKF5|MqD}v|Q$HbLvdzYTEoV$+Hy-3ep#sh2xHd6@hI?dZ52X~zULZRIC48H=J
zyQG33?z+OSfaWf#Aam|weq*epoHKWA;zJgz5j1xR-$bi|i@Q#wnzedqa~Bo=yMC=_
z04#KJhA}C@8GD0VMx22rD9#WwpL51S*d53jdtJh-AFe5AzKHD8S&F>_TP?A-$;Rna
zZ4W2X!CGAUTFMrnkl>0pYvW=uV-2pw6{;`Lh|X=%2nykfe*vX}D?Wi+oGbX2iz|e|
zy>P|Jt*w<wT-AZE9kgrwCYrGI9pYVQI6BGZ+?;V+{_8xHdEI#9=%i52-0_$UMmm`N
z-0@#pwo@d3n{}W4lI~UOKhz;T(>ag)ME5Q|j~LIeA7e9x;E}(0JLKSzKY~ywkIcUS
zy6Rr=rg=mv2;z~0{R(IvkqR>Bkz@SESjjwR9vJ|`64wl99udBYRuj8`DaOEcpx^OG
zaF;A~F5Uq{#s9A7k)MHuP98BPC3xh^AeRx3pb3gc#LVYB@}ICfkVlT(098|bjoYkz
zl(B;Ho&2_#iH3gBLg?u_x3TLmZcD5l9KIIC{0H_!P|PMNpNKRo@GXi_9sr8b88I4n
zAr$jMP%0?q7Tn?#!?#=%BMk0^V%9`!NQzr!RspmSckdGIxjE+cesfIVO*6+3y~>$n
z?)L_?pJeXQvYkSC+@Q?<go72!kjM0d=P>h5-NE!QW1Pd@fz1>GW<KfdkOO8u4nm<Y
z^CiCm8fK(|Aei}<UjYp>QbFc0^Gm-mR!+|uW`4$pEJhtP%n08^i;4?oK1?-h_0onJ
zD*ksp%)A>cbi#}=DFHKgfm}u~gC;1L5i_5|%rxu{gqf8ayf7o~uCZt)_<Wt+*x)lb
z&K!+@+`m1np|x=4RoD}OGXqjS5NDJR0B3Ygj7DAv&YTTO1<tI;EsisM%Y`$-;9hWM
zb-NCqq69L5m*R%4#w@2X#%jlnFE{3oFA=-Ct-l;$ot-nTT;mN`KdwAi%XSLkVS_1q
zSq@cr64|FGF2|BF-I4TIVw}LP!)6MBC4cYjkONC@0-;bWd4*pAjU`e+5SF~&uYkr9
zsUUMK`A5GoR#wj$OWw_gEC@@4Z=%J)g(cTh&04**v4o2MU5_OVu+WJm#-s$6Yyi28
zumnv|SR!UV$CArncOaI`y%dTdUh!$E9A)j%8HzoDEtc3XWW)3lxjmE?T094Z1X}z|
z8y1TfYhY1QK2N0j0cfG~S~Pk>&|=RE6<W;1Eshp^%Y_!g;9k(;G@kqUwVui-gYVlk
z+5$AfIAh4e8APLQ=*a9FD_~IIlj5$P%R3^jSC5oJ(c_Q*n@6CJbBX4RBg-I4-2Cjv
zk&>3p?)x^G`QEU}5|^u05^$fOa{{N9A>H5f)M9+a2C<n!P|G>q4mqghOb`mCmP`B!
zXljuPf~e(MzXF<Cq=L+;rRg`uO8YreOM?$ttP0VKDZ)3=x?`6*MIv}*=rpQXtC#9r
zyfQ?^|E{N&W5GfvwHT8U)N&xmWkfA#f}$2N^EtIFf!%@BvfrghEvmFe@P#_0a~69)
z>L{`INmZ#hW-$s0j(N8>H5NhEP+J_MdIlV$GhH;ELOAB%K&e<F`3!Dxj^SG_ju8g;
z!ZF8AHF%|f64d>xEpQUNs71e0DDo1YA-f?ruiTXXB1zP+ZmT3K?9+4RlJCi&ql4DZ
zCEwPvonrXdu*iJdrHVhIJN5kK%<(JTm-NhG{J@^TW(vU^vz{puA3d-R=GYyCLYd<L
zzXF;$q=F#kILxnrW)7(!bLKeFZ;X|qb7qcX`H;mb2F)D8H_;m5VvfH+Ap6$pZRVij
zf7dg|ufakma~P8n%<(ml%ZNG91jQU;=5yxw2J8-Hj_2@NXg`IcvekaXA)T{W3*!-<
z_zn(BB!{))UfIXcKEWIfDeoI<i#b%!fH`!gi^fw3bG#Uo3g*~>Tbw!gmWw%r!N43w
z*8qDByivxyxX-+65Qri9mO=kp0KM-Q#CP?1-Y<A4=u6&(0w5{htt8(t*zGhkviIST
zl-Rv;WE}b1N;nvS_>RH5wFH01;3;7D714!};CBoz^S)ycK10(v)c2M_{7y~et$D_@
zOrM|`tA?!~!Flj5_>oG_FBv>WG!wAkHdX~}bq%_<rl?LryuUsgJNA18mq|ASzq)6M
zW0L460^BF)iNP`L^E$?9O!K`|@H1Mr??H(EHLyBM1*dp~OZ_w2^KWSD>7M)EA!vHe
z9>Zn|0jR(7cE|y!KL;W3UC=uO|Ke9b1FBRI1gP^b0$;lCiJ$>hD##pA5A_>k)r(yN
zsGY@*IZnPs@L;eu!5lQT3Wu4>?|X~jPk4C5VA$%qO|8_V*lB7l``;pn6;pi#`CDM4
zlUt2Z32uED<N~<WISi3E38E2-Tt!OY<oXEg4kXt_>v=_mhr8f=bujcmJop`CMX#>I
zI;pYeVZfHy)xmLV5$vbXPC>BGmGX&bvWDFvSk*%ySe*)^u@yqFEl?^5wvAhyVEI;p
zU^)3LWy0WIR?SWwnV8%@TxkurCY#mDXscGOhP+acbI8$-sR<mCXwyw@J2G5HOGR#k
zjop^i0Mrsv;VWxy8j&>bK0(Jf$Ca0PgWJEl_7W}IDV*mGyX;RmTIB%pSkytU)16FD
zHO4{gwb)D{sOCX$ha6P%J`f6}nuq-gXsVG4f~e-peg!nuNClZw&G-DqSUG;zPz^f{
z44_^>_-)vqC^<C12;W4DjBDBLT~xDHFKvLK;y(|7c>}t{^$J2`R03db1G&rq28~bv
zBW6Dbm>0qBK!91f9!iA0@P-%vTIEW)QQca$imb|J!RPA?$I2IT#5olIxPK>D!)qbV
z9oQ3rI3+2ch_{%eyunHN01!v##c1?}AkImkR3OgDxWy5NZ@Cah7~BiuoS<q6$H~w|
zmKELLhPUR%np^veHPX6nKyzf&H~Fu;Jlh+@ew2BpmhBYC+XiCxjyP9M_}E@OtvT5Z
z>n^1S7vm20JZz>A;4<aykON$v4?>~fa;skf4K7ka5V+jsS3rY{RFFBiyvc8jmAP{U
zmpAYsi!G7R;39kzEgdd!8K;`HdTE0T75{mFO9gCnf{QUK0WRl(TxQ^cMksI*v!8>@
z1+Y61T$cO5MV1q>k{ocR&T8!YXhDg6R~iy@-AP?hJRgMwtbAK{Bo<><Fj(s`s^0)B
zIu}MGE(BJd0;K|0evexmR``|+R)oR5z{(n4GujiwBV+Z+jT4pTXehAI&#m)oRIp}Y
zx9Efx5u(0JG)E=P%bywceU=DnI+py*u(y`&yr_?a799>=sSP*mn{cvX2jYmHX`CO*
zx_jyQ!MKJk!)6M>4<~y&<lu+nK`4|T&haat`9UfO;)hH83TS?i3Nq)1QNJ-(GR>JE
zuH{1(%k4Bj2;W4rxr-l$sAjER+WbJpe;)jB7})6K2V+!%ALf8uX8eFgD1H#LpYy{!
z*zM#8=Y1bmAyy4QA=XJHI&>k0_?=*eD8%o=EnbNEmZK2MLUu*;UIVASoyfN^+nvG9
z&55bWjoU*@?=sg~fo#WFa5H@lIK{;eZCAJTfwJ;M{#E|dGW2$)%0H}Si{W8Y+h=Rn
z3zpXZj@I%2r#q0oj+@T2uV6EUsN+BLcF0l3e*{9Ib^P~!1#}&k3WDnRtY`bEvqsl(
zsUY(@zQk{gRpD~3;|G9Yi3Mf4jtk#Ji-D_-f1gJ}3=gbc+I5_Y|2*pWSHVVS9XCcL
z>iEY%F0(q0MyNV2W<Rgv{{p+6b)2n(8+cWz>@0se7C-CWi}J?p<$AkS9+?=M8gC4=
zR;gbj0cYy0#xBQ*EwSeW2QEUyT5)IbKcn?x9pDlvpNKIl7%coy{RaHdxiA`WA^0%{
zN(Fw5;}*vczU9CVCJgRn9pI?(>R9lN81!w(zysKb8$Pb@&ktZ>R5$Wi${mnDcD%?N
zp#H^$TeWPb|GqWMv8V9301ojFJumsH!K=01>1o6Cnca=e6oNM1?d_0*Hr@_Gp|tT)
zzXF;zq=F#Y_^e+6O&d}{=Ctt*zcE(o&6zg7%7-k51vG64-$Zl2i#Fa&HEZ?KrVT3o
z^Pr7;!A2)-7^4!jaU;lOMjL2^q75<oIc>ZUc8Ai&MNp#315=I3`j(0Is@RPa_N|}G
zyPv7E8awFkIBhJ(KWT4~xEZY%v~hrx52Ov%Z=emG3!@PiLK{P%RM5t1+~Tysw_LO#
z4DN+CPJ)|LcIFPym9B-4SbJ^;$@0CeDHcEy_I1ONftW-e?)tpI8_a$(IakYO`lj5T
zJ#HXnLCnGGM@C}5p5z=|uFxGzk1ob3>~d_T5a`nIcF2J)41_|_<pq8PG`dIyLFn=l
zzXBRvq=L-R<+XletfHPXy4=f$EC^kMZ=!|7g)W<@X02Y@=t9MR9_Vr<*yuzTV^jiN
zo(6K6p$i(J&_&FCjxJ}z?m%=o=&aGva-~tOj!(9?+qZV=#}7Sc=q$#*i5g4nF{zkd
z?*9MHoeR8NMSb{_kc2$$&5MA6o5zNP<N~=j;b|I33<&}Pxncql2sg`S_uRXCvUm5g
zdp1u&RG<l*Qoxn^pq5rXzMxhRtF+ciwOFl6YpqtSsFb!sRbH+1<KM#n_nX(5bI#1{
z?A^oe^7-(~xo6MJ?>E2s&CGXaX6MM&ElrGEfQcxod|wzIi7Bb_rHK(<PCymW_k|<O
z231}Jr4&_O!YhI*<VuGs)ZkW7<#YmywktDBbbvx~(PPQs&P<Iks~W+`QtE^DPmavq
zPFsgMNX-axtVrv3fp-J&n8ut=r$^XdqInX?I7yh^JY)pLc2C4?x&kuR84IL=j5UzR
z7BV)O6{sPDDX@Z!%gqYZkiirr4jH@6#z;MIn<3*`Qe}|=K|Mc0eG?u6<WYx%1D+h$
zugX>`C4UxAj#I^dJ0N2**r<h!z^E8xOonucK?WMZA%nJl0vS``wk2dNx&r4#4AUa|
z2Sgv{{vqn?b3ek=s(Wv_vL(bg1`|=l_@FR55>ZmsONhZs35X$jzHofmAjTu0lp@CG
z@QNS?xzZs9HMkYTSX0TAa^*2w#?T(eL9@|A#=ANL8QiQ!l(CGtq5YWgZ5C+iKs95=
zH$>V_9mf&!Z@?MT`F#o+{7=zJ32FSRu)cZH2ukk$2(#%5(s<ceAPs5!3KH3p#-tsz
zFIC4%UQHTIffZ@YF)L7$22+qYX{5}?NF8yTNn<e>7MmqklLqxocqEVqA5ITQ8qbqR
z&<{8KStJcr{I`QNo(3DWq!AbuBaN>@y2MBWjo_p~TR$O<C*ZavX`FDeQ*tVJ>;~<q
zQu{K+nj?<d*L^JdFE@>`+2;;hhp0pue~Wff%D9%Lk42Ld+!AH*5&~t2UN0P5Hk9Fk
zQc4*$ydsoAu5^?^4Q_=p)>WKb+4`h?a^Qygyjqxq53<tJ#?2j~4N=O*r|Pc=%F%)K
zmESi8u9-US5NZ8x@pC{PvjVsBRTcS`Xu*U)J}OGmJb?sWaQ_gq=?VgQ)L0-5fqWJc
z*%HX#m=&lAgekBhkbf{MP!kAKkT`)nV>U+Wq}xm&Pm?N(pn{q}sBglfgpNQSQe`WZ
zQYH{p{I`QZ?gtyS1QHk(BamAmU19`+MsNb5t)CFc5x8whAPcv{Siv@)mdBAr3gr^-
zvD6=mzRO*HC83XH_)oJtK7JQ%r1Y_vrMILHUOJ!;(c^{V%7#A91*Mce-i%j-KFF1h
zKB&R1(8n1Sr|Nj=@k;rC_0L>Z=oV9?y!8C>o=)+HC}(2;StFH1OCYI%O{pRN_RIeK
ztzzf2{`jsY&-Z$VF^J71vQ4D*yT;=Iip-WA%v*Noo@menMy?lyX&y!bN4ROsrYm4%
zpRqt17^y%aTNt^;tUwJTOo0`Q++$Xth7qP9aTs~PY>YHaw;4w6Csk$zBh)wHK|=>4
zB~`XkDP<T@#lQQLY0@t}rixxH{{rvCpxLo~;^f0{bNo*0?tTRfAa&toDx;29_o)#+
zbOIyQaVJ|CDP-$M{h8wjH?Wh=wP&S$)6N<0)1VUOC6xZ?lYaTaioWc|dVhZTa6Nh;
zY{=>+4rbj0W@_OqFe(OT7el(l;0%r6a7KGW0%w=PZA&;iaXSJ-iU32Zzgn(%Yex!2
z&#8!?0~wwWVdPG}id4qyOtEIxRtjlplIU%ih+^7rh2fDl7D>s@F5~3{OcP^4xW(CE
z+6iDg#k4o!6~Q!erNcC8a4VR$3C7F9At#-6ip459#G_pD;0=v7FM%dgM(YgBrp#Cm
zaCdeL;53FdTEIfaRVLM<9YK;e1nJJexYvF!F(ci8Nb7fJ9Rz&0Nau16d-?}NA3?}(
zvnX@(<QMqMeG6vO738<mSRf7gZHGj*<d-umP?H~1U`2ivvjR2wF$IZ}-z{ciq+y`V
z<aaZvvdE~Uo`#~n36DcM@*7fRE0t0vKUMs<V;X7;*r+9)z^EAMtcG-nkq#QcNr$$6
zLOQ3xZA;Qw1f&DQMv9ENDX$Dae5PZr=)<%Rh(65yD(dTVA7^Tt;+#`45#^jO3$r5;
zB~?8V65||RO5hyP^M&KfhI9S}lv2+5Azl&AAy+!ip$50YIj6&K&P&!uooRRVl3erz
z)1iH*%&JDXvXuIu{o8F`VL_%2QZt*pAkubfSFh~d07Ry-+iX`a{Yx}Yf*4bF(k?+)
zY}2c6f?~UqF`KSHj77!*X%J%}B(g<}Rb~Zh#9#`n5aVpK0ySbV1&JfZMP_599=Oej
zv4vDwWI#|O2K7yN2+$$MJXN+*DP_b^#eX{xV=CCFMU23x7-BpJ-Be<Tfktq|psk-E
z#xGb`Sli>C8=F=NpRqD;I}Uf!87mwu;va}U%e@uU0#dvW|IvPvlq*-7I{7cOjUvU(
zEWPCl7cUhch3M(R@nnM(9|olqDL#T%1S!as4k@U?tsuqvYQDTbJyIy;oJx9sAqTUK
zwmW)H(@mPhv(&@Jk<Lt)s7!1`9;e3>bzq9*^Txn7W5~lIt>0~a513>@+|9h*t3DDf
zpU}$JL<yUp5DC2FeigIn3R-!}SRf6pd><0o(#p@x3e>d16j;&9ugwb7w89i5PAfCs
zX*(>mnO3HPVX?7BO)Jzl;n77N&^UqM&fxEoNQgj?hE`PZ-ws-N0&LXMN?=rsRvv_O
ziO~ug!D)rIenKmsf!mf7A`7o9kB-7?Z0J~;qGKuVxzrzuzRSHB<Fe0vt95uv)bgij
zBc+xtEPX7Jq$<ahY$Al04yZ-+c;UFRp_c1FDW#TSydu;>u5{Ew4Q_>6Hjps_;IN#o
zdYSCrG)@QDa?2Vcw?s14lgsTLB$t?xjo4*C>9F=sqU<*YxS3w6BCX$jz7P0ip~}^w
zA5eZM`T@c)w~2B#&oF_H+*>i5u3(t^j0Ms#%m*QnEyH};tU%2$Oo0`{e9^2x%`i+s
z;tcamvoTUv-)4q+f>c=qHq;D5eG?vQbPQ8hWh<4E^A7&HNfrO?V3;Fdqn2R;qhbs*
z2I&%G7&L-23~l{{VaDOMEyL`9*?<&|E-5murf`H1eV6h>(RaBsuO<w0EdJB%%u5+<
zqzp5arMF}lUOHeH(c^{V%7$T<f>O#b%kYXY47t)V3^lkFhB>Rczu;x_={&qp*s0jU
zi}r<kq1^P;(xF$tMXYOtE2~1!cVL#~cZ@-7=9F_p+D^T2FXTP8pF04Q-pI#v@h5Uu
zG;4w+mxv-Yk0gOR+>0@ru0WFA#sX=O<XT8%izG#}0yUB_1y)FM$gDt(Buqi#NaCA~
zkp}BFBgqj`WmZT+eG?u!bV#yOm911t8A(*}-wq_X6l~NYNnlhAN!CKT#E=Ay;7CGS
zKS7c+;kG4`EZISZ$rK$X;Uqa&5Xw8S;bc5jDGN4f@RaDy+`mW7@GE#`fO=J1u6Ajn
z<qS+jA>|2CfJkgfK_E@E@bUtrh(0hJX*Q7ZQ&37F<!5+BAcb7%AcY#71f&!*2g^0<
zm7zwELUZd@Na5DmLJIRu`zKTW9}7Zt5St<8Rgt#CkP`BC98&nlVMt+jMYAT5GV2=J
zsp#Bc+Nlz_!<~uQbOofOz>*K#^pBIse}=DA>aW;~A+;^73>sahIUa^7u%eao%?i}C
z!W1M<D??^uq%OS8v~nq_vdD;Hs@?DyA`e@fKyVRgkt$oMl>AwoKv6Y>cF;->*r=tI
zz^E9lyafGNVzh!ra9W|=0HKxtW__i_mX+fet-ulkECq!-FXd;V3v+)DltTsFf&Vl+
zeew!gNXg^~OK&-S!pjC^B09csRN0WppMX+ICLhBqLMG%&M<&$ZR>)+%N0!^tPObpX
zE))x%^)Ixw8&~34>KUa&8z@vJHUgE?<B2*jrSezCz&6v$V<K&*Hm<~77@JpFpn8UK
zi|QlM@(H|rOO&wr8J561?%!iJT>&r87z?DCVR;%7*)q$EW(DdQ7N)?8Sza?MP%{ft
zkT|o<yViDCXfw0)fMKz*M$IhLH{sDm$1G2gNQj`2hFMhc-wtN^4%nz=mcXbOvwRNH
zCB`gh1ZNi7`U$iAIo!6KVOew~-MB)TMH)}}!jJv|(TBNj$M}Swk6VYSG_Ue`w3X7!
zr7V3cqNJ*q=2dtpfnG$<7mhC*ddY!ON-qvx5qcq4I(nf7w?Z%L$PNzTaod$2?Xh-2
zR(e|L&~a<BX^kjlMeuM3=;YnTz%|p!VUe~|$Jzz1i&4oe`7=r*@-5MV35DD#O42-q
z1YU4|53}hC3VFa-APt4w4~c9k<Poz1HH9z*Ruu9TvjR1RFa?QI$al@gNS$<>Ddan(
z$|AU+rV#3z@F=09ko#2GN~M%%PE_&V4hp#oY}8UnU{s7kYLG553PB?{h0xYdDC7X#
zwxp1SSK+P`${_J$?UWyizRR7zi_phh{HNKull^ETrH>w#-jY6e>3}{&j~9+B8~RuU
zN-2G;#w$V}<Vr^$)L@{GKv%!}$mI|P;*9-)Y<X-9mddIF#GwQ1kRXSj))PEA$e$df
zu4hkX@~h!&pHqkHSgEt}efb{h*ZdlA)q3b0XNQkM>d(*PH+;qKj&W@y#j<86CpCB~
zsN3~eDShs_tZvk^`*H(DljlN;vqTDF^=7d8YHlQqb~qMlPcb?cPLHV+;9TcnIOZtl
zFQvAhhw)h}mTT3(ZDfa(zl1)3?pA%CpFZT(Gica5Lxv@{_JU>%!f{Z!a<&SVmqt_N
z5skHQ4l*A0hbhuvwgbp;+2jd3$MesQ<ktvjQSqsDf0f!-aqGI=clb5nP&lso^Y7+2
z{QjtSu=q}8L+VPLBHl^<*pjI_^nfV&RGl|z9K^qtX+IZjhcI11Gy^r$-JQS3k(&=6
z({6!Cbwt{3iB$CVhlO+JMx4uC6T2UF$pKL;wM$GZg@H@l{g_QxVD6p90%<V!c1Q%?
z{D$!6<PF?^a2590eP#t}%w-C!F!$4D1!~M?3KGZMFPV*z0Pu~$T>k`h)35t8po`BI
zGu3K+2uG7&K^y%dsYWaGrTz-Af#U!l?0M72MZ?=v*-9nn&*Gw?s!dE7eV5^&R4Y2w
zwcH77Iisw_zO(L6gHsR-xw?A@Ow^KZU{j2I(~!=Be07!JPJ-X9=cl`8!#~6ZtcjZd
z0%?Chz;_R*ums<^+sToESTsZ=7>?<;^w@pTBHiC&?tSiWm=Y@_ayOvWOWX`5qPY92
zFftN7QZ+-__^-uynM6rL2#T>}gS+#u<G8y3uL$mvs~GMQe&YsXzdtd013*FC$<;E&
zbe;fDi+~czEi&mAP-ka`%$RkJ=H2=uDeNcTv;e{)So^t%WCAE_AP)53+RRgL{UU8Q
zd0PUMh;v2bj@}Qu<UCQV<^d&eiMs)_=?Xx3hp|8!K-mU~Yyl;0R-gtHroakN#>@)T
zfWj0c4k+(78zc4KZw#QgPr}flf|0|d$|A#wdLEAY#tuf_rpi_-r3@pg_-_M@Yy=av
zFcR1lgOQUVT~aWDHgFiBZJ)r%DRA2oMiyRDt`rWzNq(7P3P;QVLR_prSAQsaF89l*
zr_cQoQ`Z!hti(hVOCA&EM&d}Sa0yFz=>SVae;1A_8!Y)JP)cXvzK2%?OURWDOQ^xg
zV9CBjv4rN<tysdXv&RzV9gM_w&YS#-g`ql(%~<lhNZVm733*$ECHw*QokL&=yDu6y
zA+`S##cCc)0++bI#ca9)OO6|+J)^pgHCQqi64_$Oa<c+8mM{fYShCivK#e6#LE>0)
zf!P?T|86suY$R0{8BWw#LVXh+KvdJCI7c#Dm911t8B0|0-v%ss9om`}O9Go>Sn@2S
zOA1TS2971P?Gr5dPwWO@wa#K&^@5#F#Vcf0P@?)s^jhxC7?FMMP1b>lV8Lce{sZl!
zNOG8^w_F(HB?BZ8eO)-BY>?ywpp+uXy?8~Cgk0&6gc{rmlAMM8|9E-4Hr@=8D1PpR
zgY{rIGd+;JH>s0!h*rx*u&8m3cw}`rLEC3ZK5GnNGmbnY()!)w>wre)gk8($NTRnz
zt0pY+*P=|#vq<0%_sf_~SFp%G8w;dik$;3lwk+~*W(8^%VG68R<R!BLHH$C>iL=Nt
zyXoknK|5)bZZnI#PO8j`MW}DWBZrPfzOBkuDy7UKs`zgMi#!e{YFQ+(DaIlnhjdA?
z2-?6|gtmRcBA<fWmMqe91&)t&r_vzrtHL)$PvvgGDC~1LTL+`WAD={<D1U5Z=`Hz#
zmj?Jl^l#xPvf+<+f>O#KSK}4o4|1jB4{C5|RjA*+0%r=vW}jeV5{}jJeM#cM@CF;c
zcgVOcX)|<$hHXj9_;O;9^?o?^7|uJQ>y5lB8$K7*ZUL*M&mCp8)3~d_$iuBkIgx^F
zO}YdupV;D7&S%!EwkFZy)%|6(fQrpY?1}L9q`)};)}+XcDzez1#2(D#a%s;w;E|vA
zwY)(olv|_KKWc$`gOb|1&<3S$^d5dCIK;Pk06oEEkGw@`RoFk)6KyBzT9oJ(4Nr(x
zL}>2AqCu!>&a_GCUXiwY;uSp}0B&!{!Mvl1+zmVAQ=(96hnTh~1rBjPiP>}o-u|_*
zKpMRLOGpHswA!NdZL<P3-ZBMNc>5!>0yW+;1&QPBFU`hC;P=Mht*>~EGwmIfo0Og-
z6=?;%)MH^>(LwJQRM|>pm!VhHDkcoQ%W-~0vq_1&fp1fK5RBAfZ(vmnd+&mD7TBw=
zh|oqQw1R^#?G*_4z8`K|g71n8a=BC{RVsT<svigE6#iE5)D&zv-ph`=79GFUv!cgy
z2hs$jPRD<m-M@bimVjb%KTB_k$-L}<$)cYO$DIu(Zvmwglegj(!DMn3!(@U6OI&Jj
zOVf1OV!7(T>pBo$t$9W<O~-gf&Mq=dC*jO3or1xzd5tFOPLUtCpQbaQ3S0g*JRu^P
zz|62QjLlPZ*NC)!H~BkYnI74_9A&~c!`>*05;adUfj8W}m`zuZ%zKRm(vZwekjR!~
z?lLP-lMGW}MKT{XD^QaRQ;;~xeAaA?G@8FLB;!s315|sN9)kO^kwm>{NPQC?J9Nx)
zNR_QrN|{+y@!u9^DWOlM!#-;m-0SYCuyq(GrcS~w#C>jHRg777K)U3Z1+C!BLfb!K
zmYs0hl39AT;z$W}f+MBqtwJ|NZ{@y#`S!WLWZ7Fy=kUeCt1uCzkmrSY5#E(58NJC~
z!of=e6e9Y#a3tAK$kgjOg-pXMLLuZzM<LYURw(4mk#e>MuUp68F<C>%O6{D1l$)MG
z5<9+{kx%2rLiS+Dx<&}HQhK^01hNcbKo8Pp0_hWJliR!0y0-%WnJqb&x9HG4(Vz*8
z4T|D4j~{_6+yTs{EAZn&V}UgIu^AHC;>UKg0yTax1y=ZRy;*@8KbV5V@uOlkM(VTM
zj2|UZWsxC7jUUuE;Xy-(ALpyGl}ah&hbsQtf*<R^NG*N@R>kn+cu1EVexMZ`KWO_W
z_^}9XTjIx}ZRLINMlc*F@fGRh;A$K$#XO1r0nv-O52L<5_s^Kxrm*Bqn22J@L&EGx
zOi7h5VF@oKV2SAa!VzYJB~O4-Iyv%nydqdau5?&J4Q>TX&M3j}+UbB}O(iR|R1##S
zhmyqh)HFLx%EmQfk`=+j9YK<xvG7xeuNg^xEYc>of2n0(2ShR}a4iQC`IczOghyT!
zWoe#A0zbGfU^ZRBBhxdqJ5*P!hDWAAB3m9=XjY)+5vIV3M@}{?Q1b{=kT{Q=Z8k>g
ztlP{Z>qwPF#tt=)P~U_{3muQV27w%#WsyoL^N1?`+rlF+gOOSu39O3o$PXZ0ay)`o
za2}!UpYX_2aNCkcj@w#sGO&CDt2pp$bJ_*+E=&2D=)2r1#$}&-gLQZ!OKg}7iI%uO
zL<=c}lvsLGl}i-D%LbW<9xohMHWYFMlu`;gidTd}$d!&lsKKpJ$a&;NkL=)r^mwM|
zc%J<%iFT{bpekEEnfRSrvQeAah*9WUN~2Ee#D0{Iu`pE+YGzvbBazncM*j!gLf=#x
zaX0S{)E|oefUwLXqNL5UOyDK=Va%p0Smy7H1=6t0*C3HC%Y5IgK+Q5tffdU<YgV9U
z8Kxj{mie{W7-^JmGt0b8s?3UIsBgk!j*ex%qRLh(rOYy__-_l#JPJl?SthV5#xfs*
zbjh&{TESU{wtvDh_rYyTmN}8UjufX<SPzzBqpX-*F+3sqG54H3pb-uW#DALIdh!vp
zmU7KHmfn(UcsYS<MDG`lF&nPA6qHh~xeTue*N`h6*HD97;hHna$iCM(IF=c=o?g)}
z`bfFyDW+qKJ|XKG!OKeN>5j~>IK~h*GfPIK?cAb|<iFS{*0Vz&(jTjb?uiCXz{C^9
zX&y`hSGZNorYpeYc4L7wU~(HIvIUb5niZ(QgekBBlaHGfsKJCONE}SQXf{R~vfB(M
zkCH000u$<+@SvdsllQ8!l}agti7Niv0w(*wNG+HIR>i<%7o<xLOwbArCbaz%Fxd^a
zEy3it9rzM;7$Q?JMzW2u{9BdsGtqasucDSd_kWl&^|w#ClBG$OVN66}<Yi%OB$A{m
zmnK<w*#JgFj~9+B8yM-yav15wD*_|rN(Up<;8tMd9QMYgY`Ih|H?aw2wRX8DoS_~`
zZtK*<O4PtcRI)mppd(<i8sb6E)@CqSA=3KY<?~<~Wlq?|ys1ZTi&jnu<y=v&<_RV6
ziF*!a(-nkrxv@YRLb(JI*%HdNW(8_OVG67WC2v-sCKRS1aY8v{Hb&~m+e|3?NR>s#
z74<R@^-Xvrkq0kM9e9+^g{o|&Qu1f<xM5ZNw}nvFgOOT739O0{$`VMI9HF2UoKR@{
zCxnuM+m?jVcO`w}*E_tebmUC!D^v^gC7QhZGCm{vGWRjm+UI_ODQ}8cmSG}FERPD~
zBatPAfJ7|3tUxTH2MouV4Y7O&l+x*wC-I693%Sw}3pKbEVmXVA6=X}0_56wcmpgKH
zdRpn&FG<4YHDZ-h<i|TgD$lVnREM#dRQ_G0?c6VSWCzCPP<q0j(n*x?P0_9iqx`QZ
zQS*!vc*A`av*`*(nUkYkq`G=Fj4}%n*)qyvvjR1vFa=hOa++Czno*d7#2Mv$voTWF
z-DXBvPpT|3lBgMl`X)Sf=on?XDqE?PGNY*Czb%aN8)$7>MhUEnG0IOMU2=?qR&Yk4
z?Vm8pGuRc_9r?HRO3Em7^XwkS+wV9f_I@yUvz2zyr|EQ}&vOrBJomW=t-~6LWW!`g
zw8Z@xmW;B@K9=5cDTw<7G7&vxI38_S<}Of5S>|rMA}m9$bSy&+ZiQv|8`wu`#bPyE
zf$Fga8pRvf*?vquMu|N2RCBb$b1*@<*-(2(f5ggZv2t~UZyq#;wwZ4}A=3I?=lNhV
zW`4}k{0oiZ6Vdbu?)-%)VDq>WILCbqv*`-l`3GZxG`RCENMwsUPn#8}afd0e!ku53
z6{vBCDM%c5UNajbfk2ya=QpIvtZ;|=COo|8aOdw-*-E99aYq&ZZNZ%{fstC=39O3Y
z&L2a%<ZuVA;J8EEKf#>`;I<|1%;&fx4Se()n&K1DZ@C*C(9q|ehyOIYd*x$j9YvP)
zEWIVN@NxmNh~6$7Q#Q!59h6dJ*@0ICS;&<RS*XFSAPZkG^2+7no=nA>R~jxDu?+RF
z(&@zuVPK<47`|Y{UDS!)w`0a|He*Ubr0w{EQP}4Jqwtj>@i}ei(c7Yx6FPa9C|C1z
z68OYDjM;Pro!nzAkcLj~ghaM<a=%%DnogJkD?0g%S%I2Pn1aOV<SS-lq;b2=bn+!q
zWma@TeG?u@baZmNDqE?PGM%X6zb$lf6BwzblfbGNon#?ha&&@La5|ywpU}w&+_t2X
z6B(Vb9!s%YWOzdKWA5vyvCsWKrdTr#D^;R2!Qx;dN-Mt+hDV|*l9C;;!pjM?B6`1Y
zjM>o2!Vyj@$Kw^D6>_Dc6>2chN}#LXea~(P2yw!2a2hh5{fM83EFRSzT5LQK8P63q
zoQOPk8#%)erqW6tyzjiqzbVJ=2Q|0~$__QS692K~O>*M#a*=|Zczgv|c6E5V#QJ6I
zC(@%A6(=6o{YAQ?jw56inB(7^)HG5$T__d2blT#S<AUc@(rnv0xE;cJ!v665flzJ@
zm=?}8R>V{&2d%4UH)T3Wczq}%FlAs<$~!m?ucIG)8x%R?l`Ffv+IZ2~1uv;zlNza&
zvR<KF8XhL0C%^oBL41oA4^P!cB0>o(?G(YLW+l^U!rMjKu80i$wiA$JZ^*ygA(6Xb
zUpS&XYG0TR5)ORf<}jNGH%{rNFRj<MTzL#u<>mfl+N4Rm7w}JMCQ@GD$)Lh1KF{D0
z7I}5~dyEc{@j?qmuYj54LoZVqb-cPiH)3ktpABcFRmYudVWg0)AN6O#!BVs<s{8X}
zp{zV2_eQW2DqA}1co(nW$-5$Dy4PGLHQF)-anDU7O){e50kaBesMWd+-;*738&hO(
zmRkq4s>Ar2@y-{`rZ?%GW1y>w_~r?-f(iMCs7b~%Yed|vi5UKr*>Iz0tiBTc+^j(T
zl}H<yGxz`zDaNnOS|;TGKvy!AK!>#a3I62ai1o8Zjqqfw1gUq>D_Asf1p%w#``qQu
zk@e;7)6f?J0V=!mK4|cfetFrA@T!63kX0nRP`_}J{xt2n&yUd_g-X|cmkP{@eV5t>
z=`6lWDSGM9`PrzRe~F@lA^8&Zb{2}tm)L0sM*LpGzMb$4;M<89W5cyz^X=qvsB$`&
zx(%<$w-a&|`*uRecL_tei6OY>ud6ttg{lOxjj8kG*eEy{&7=kJygQm#zgO^z&W03p
z-l>hL)mK%WN-F1!6iQBR^%}UUX8C7B<&r}{b!(<r#KXCE?Fz20#2Y)wn`gIVs?PA5
z)CHx3!|+eTM@S!>7}1Uxo3wdGbdN}z+;97u_^uPJnb^LxdGRMG(ZxRqqiszTta-Ez
zoZ@<zO$2QRnhGCQ*N^bN&+juNXAcJxfYZpse9UHlg-d#ev80;0(%*$dVW8Z=l}z3c
z8IwL_R-hh}m;x&>_=H)38Vs0%z*Pj22=B)!R>5hHnUzk66DG`QpC{E3nXyuDN^8ck
z|70$s(Xo^K`PdVttA){Yd7OSfufM-8!g%sV5ilDg0rPK0wf^LCJtNZt4tPJqBz<l(
zg?rhkC2uU;On-WzRD=#+F43IuNWhC1y&Z0SQ}QNY^Lt@j$<&HodS9kkbHe5JkE_<k
z$IBHjT^-9*yc=rp@{DTzD7s@3=E~g>9`R+*@$b<1BZ>EcJD^1e{mi`RKt>AGpATBh
zRD6OLll~Dd++t(lG+oOgNMzf!oMu*_?pl}vtFC3eS%Er8n1aAjO?EApnw7S<Yq^M2
zhgH|ojAL`=GMXIgJ_Dg@(~ne)I^17DHoA_anWEfmRHNxgr~-E~q!mS(inu7+6Zs?D
zp6)bia(m(9P=Olv5Y&ujdWgo);?Jm52o#=?8ww~lxM~@R<3slho_l1F`BS4W<zCW$
z4l2+!k?;AR0*k^OpMH|=akKU6j;|R7Pqv`Iz7l?H)-s`<u6>p8lG*y!E8+DP6vQiG
zZlrZZ8boiwL?RPw5HXd>v<v<8)N*qnY^y{+%el4%1y;nd(X2o{FtU~%uk&MIN+D9u
zmzfnzsLc^IZ*<+J&4%07tv-0hl2M=!p2ICDunL}|W(7?KPtcQwG2{=-S|$`hfv#l2
zNI!HwXtv%qjPwc~Ye7N01;@J3a9w=etZYJc5mT8=mFOGZkIaRztrC61d#(iqRt@h}
zvw|iYo}$;D<|aQnx24xU(QLSF-Rgs9^~4o4{4T>+q?BK0-q01P{qW^fyCM~s6I+oQ
zCSPh{L9E{$fE6=$5QHPcn|mg%oHtsLLiKz_iq2t^6{$4b)^6*wS&`xyz>1WZ8V}ck
z&5G16sB*d@bsb)j6)AFMT#*X&^t+pI!EY|x&?WY$IeaCNe-vzAGwy|h9cMx2zIc~s
zumx{Cliiyc#rZq7R2e)ZHs8S!qx_-O5bdW9*RcX-<@@r-(Cu(!bK4Zt&nW!q)pD(p
zg*k*Zn0B&1CtIsjVEbK~-5>IM_#HBPIpoi%!r|ethpGyDN#K2aHLp;t4vtjFuDx8{
zpS~049jn1K=iDKG=BQI*^SSUx4$ge9dYQ5D`j9`Hs!2oMd*RPn?9W=I2!Hi@<!pKn
zlo3A#b<@DE%E7w7V5D63@WsE<hnG$Ed#g^?E7iu*2S&=3u{zwD1M6*tak90I>?j=a
z`{*5~=#1eVcr%NaPiKpnY86ZdjVyt<(Nl5Ad}-0y=M?LgP4Q>tGcdQx{+#B|cMiZN
zJ1C6@@17HPr{$bIwNc1#&i+iL1ipeN;HdjCxHHqMWU>wxs(!?uQz(tsytGrwmUHk_
z-Je<WMh4aozzlfZUmX50?Nln|N;(g}HZD39@H3j4#oa&UnitMx8p);ZFNu5-$-;d<
zGzEVS%{Q=tr(PWXAd=Xhhh?aOqw?UQB9y7__ZBmy(HcZ8csvJxPjO0h|G0{iEmv~s
zoHOo}a-gO_JUtzn&<GS0JW|M|$6>!x;Q*|-`g1Zhubd8U`BMrIRK2;{*mzn59ypfV
zD8Nq9N-0yss+&vhfOkt(tp4EEc-5)p%IO1R7*g|`1LOFzVmT#=k}OP^!>Kc{B@pvU
z=L%I^YlVU^E05(3BEQD(fx=Xw31o1$AUxj79!rlDicq-Wx_<&*ff88f#b=;~F}EC4
z`Rqz&zxWeEbUwB!h@8?W1Y)r;R`BZE=B@VUj636LaEb$MF-siQgLn48s&5(_hrcNA
zdE?a$YuCc<D(vy}^5xQCxiY%8?jMg&5(D7LwC9XL^>|PnGvNNfDeKM#f6l3lWFy(*
zogn*FJbP%Y84TIIPGzv*cq2pyH2bxAZ>$K)X2L=`w4$7suU|I9Uji{XmKM!Z6d+xN
zuF8R(X!EKEOJ3$cI$s#g7vX=1->JnihJFuOl1Q^Pi6bx(87xtxi{&i5vw*mENj9GW
zdvLX%v^VfFaUndtw>Azc=74o%4U_c)M<II3*+OXqVt{uH3$UxG*7k&->v6{RIJtCT
z3_=)|MIczn-&OA*=*~N^)$XW&JiKr?vp4OGWeUY~CYP%?r0Y21&&MpWuB%RQg!X4g
z{bQWczB+80^k>k11R5^HAiVyw0IkA<msR2hK2ogtU=75S2i+;;0c$wb`i;=jh3=Lz
zV_+BDhTKNPANXF>LXO-&7H`t)es>H9Iu}HKYksqPI&742`%(O0E{N};m~kA4X((P?
z2I7|}4!#w{J{0#{4&wJwtlI@*07V8ijJvy0EQR6F?L*<9o;@IH{!G*ln-PhX)PkY>
z)*+&Nh$tQ+N{5KTA);)EC>kP4hKPb8lKBwHc&L_N4tsWJIePM&^8=(1`HS)+d00|o
zJ0OEaLbm@>?DH8B<7b`?k^Zzo6-M#;5nT297j(}O|8P>9t~1aX9jq3xL2iJc!!Eis
znktXrNfEVTxmFcp_aJ|i?6-y?`yxt7`F;7D-8^zw3B_qsK&(UY3luM-_{=dN9z`)e
z6~sOiq&^3+dM`uqLns$tB#5|#JYeOO{YiNxTQ1hdN)|q$4>FIqSR96q*J7crN3m%-
zhzn6HJr=}D6tAI}Is?ShD4s>}<(VM9hT@~MKs<orrr98FL9x3BL=MHKUJw_eSULy9
zN))f5n2IfgG>)h6>Qxjbx8eg<ZmlNeR_x*}oQjWemts+vOQ+9+0`;Ky28t(9+%X@-
z-6*y#0I>rF=@n*UC()0><N|!4y)GCpmOTp>;A7kcSQO@hH)Da$M=@t1h=nLVfZ`)4
zu00;a^(dB{0AdA-pP=}66o33C5T8JiT?C?l;*=9XoQ~o@QT!6cr%nR#XDIgefw%$1
zz+w<*p?Cqs|Dbqy35YMCs4fL@5XCvzA)kkWbjYvZ)w~o4QzhU7R+VsLQgH|a9v%8D
zYC=5As{;$gs$&@z?GzM~mV=m%;-@J71I1TP2Jr-n_pShO1jU|}Ao3`-oC4w!6eq6&
z(T`%vY7jF}d=14nQQX!K!bfq*sUU_>%sLIkJQUwT@m&;mo(`gp;)*pOcA{7?0Adk}
z@1b}K#l3?d?n80)S`fQYoU{%^3dO&ocm~Bs&j9fNitEn=F@j?ASs*S#kvbd1DiqJ4
z_&JIP&H?dh6eH(?D5B_pGl)SH&!cz|#Y5{sJc6S1J0Lt1>o$Nm7sbmc{ujlg=YjYO
z6!r5#d>F;fjUcW=v1k*Br6`_4@lzD{y#>UdpxC_`L=MHK3qV|mV(AtTD^a|LV(L~9
zPosDi#r+q8_&5qe5bt^`Tzv?IDRl7xtI)k6snCUC*&=A+DITs^5EibV#NvDg#omiR
z+<;=>Vi0Gc=)DBQaVVZd@y{skejA8CK(XUe5Z9nM{xT4KD1LzA$0!JDec*DqdIW{Z
zW%z)V%W4U_%xc&Hrv>8<7KXX)aV*l;QQWc(#O)|98Uk@SiWzSQ(Tn0QQ9O>~#w$R)
z55-&F0phJFCT|CEEQ+t9_y&qwcYwG9#l=^G*oI>DRUigXJcr^16c6qM@i2<9cY>&*
zSbH^yb5Oj5;#Cx%y9UH#C~DV&IE;d@?^(Ox>IxL5s=)`WswOcYz{3$N!Wkdq@r*@b
z6_dsSIVeuP4n#kSXHh(l;^V_09zsE&KerpM@aLmO7vKX{E=UYDn|zNdcLNrOx#2D>
z)V(Nnq(NMR;`r-9^r83xiXWr+PzD6Ppvc7&|6P0|fQu*VlJkIFJipGx^X*(b+Qr4A
zUtIhdwTnNqCf}A^-1<&t6^$;$X-6v;R+4Jq_M54>_xR6O;a3Ov^9J&33>T-B$)=u~
z-z!fDkT0se*#b-};5S|P@=EXEybphlej}Fe(C1)g1tt*2_LPfaj)6S7Fmh8oJu{T!
zOs<tAS`f+~rtm5r&KVvb&5M09$)5$YQrU71=bYddcJN(=VGqnq9=ny@e?NRZzqP&{
zW?05E6_~4mFYHw^n*gRS5R+4(+q1=OGCMH4P|6l-IhYeFkK$C)tQ^jtv8g5+ql5n+
D{cOwB

literal 288188
zcmdR%378yJwfG5SPk<0YSUQ1*uuMoYVP6tNA%Gwll%ODjV`rw5?n}?~(A`5wR2BsV
zZ4__-#lQO8_XXTn+{Jyzeb=WxQGD+E`=4|7syg@ft#qZj^!sosRdwz;_uO;O`Sq>s
z`dN1_*losc_`mMn?a5kw;+o;g*w{pKtlFOL&K+xxPK{S5I@2$lUU|dxGp2{S^IDZ{
z?dDW#v^w404bB*?)f;22>csRF)7`!B^iI9e9+vWR+SSocy*Z)9YqM&zYjduc9;(gj
z&g#@VjjDC1dtj%sd8*NzY7dV#$HyxZW9{-}W%SC**6K70fy~T{tJk10zEf|S=9Yr0
zeY>+KD_~n^y0%Yu-iYo@ZIAA3*@unYnT`5Hb$a8}=1O;drPFEEH&1n-@7UKp>SJx}
z*PPKtrQL>|usv&{GA_2}j!jLPe{2RrTh%Ri&Qy0!r?M3fP1p9Wm1+xX%W8YnmUo}H
zVcq3VXjfb9%NzBnTIKSys_iQ~&B@Epn5Z<ix9jc8C%1QM&54mwbpGYa7nir%oy#ke
zb+BIV)BYKTgVVKx&)<D&b8UebA?4!QBK7a?{7qAv$D3nQ4KSQLa%p6jaoBNS?J>gI
zjkSZ(C$&Ss5w%0X`77YRBjCTI;J=m7$=WL3xi#YS+G?<3mMzeo-!@t+N<6mLYHYso
zlxi&Ar6H?NhbsRVUsR+Y%c8HUs{v;k51bEHoR`i6=U5(?3*)d`cUFC3ta^<V*&^tj
zzU<C{7;V*gSPgY&PFCuz>F!~o7wgOJj!t(E6(_CnoKu^<u`^x4;kpF+CXMZOcP<u{
zp3Bt)y<9nccyjwX2+=n5V`6K$xy57laJ$yrHd4L1(iquRAKO~x5j+Dtcd3flRQ{UX
z291zNx~In59a>o)s!zyp@EEjmy1PpCEE!IOx&IL^h3N~iI1_ToXd)Dc;K*KhWTah(
zOx2lcMH2DKgeR}ASGQGL>&h2bHaDtI<o`Ic(yp%LlMGv1$XmnGfq74ri`uMi$>Uiy
zMZM>k$vGPW_}T8sIn-SMy;(B}86R!v?ujPx)Xo20wbNI3-ZkTmb!{jwaN=ALfxLWm
zm1ngZLCf_*OW~%87}I&&*KtQLiVvFdZt_6Xr7!WhbS}D7_;W6*O}esnSM6?0FE2KJ
ztG$R<4+x9J+*GK-Fe065t5Jt~Wd+Cnj<^!0s~FYd!J-(EeE2cGN8+BEEwn2CsDDPi
z@;<j$x-%xGD|R$t_um8Ee+Qp(OL(7A@#NIRXlJStL!j=AbxJjCMYVp`r*$%^^#QF_
zPv;R4)s~lMl(oKcOy75X`nDzYeOu~#uS(V3y<;gs4c)@Y>ckji=8<avi>!f@xqWF;
zFzSilxh=C@4?tSoGS(cg)F-C9yH9QhT7w;(?UOLCXYt8D%}?o6T3Bh4TDuDn+a{}{
z^)2<$>07$<ppZ#`=pN+GU6?htuM-M3;`sj-Jo7&`0CD8`gey*}P8v}2>0W5?Er|v#
z1XCxz2~Ly=OHRD*z7pkumWMIe5h<bXYICGAF<NW3lB43Hy@(4}j0pd<*DCj{RXDI#
z;Q%-v+*%)-uD!H7n~%`wboT&(v06;mTFkrbAov+#dLsDK^3v6uApy!^Vod`^LRxBW
zX7KxBI-1yLhYTLW-#oS1-ML$)8V#NvYA?k>ytcL+U3mTsFyv_%fP6xW+BVvp=-5An
zG-%I*n1KYhwN;s{SuX7^I~x!OW`DI@DL;;*eYtuKmYO#HB$6QRKS@ssb~^VCI}QKv
zpA!Lq&eq}C%WKz&9<h_9urH`^Bu?bIgad>_pzc^h0Y3$X#9RaaL59Qb#0EjmNVW-@
z>dt|I;xm$6jQ`|y#QOJ~iKYPNTW|=r^X?(3a>KFW?GzW*I^FfWB5tWSpz=u6Oo4<R
zs1`^VX?U9E?B@@hvtw4`ue#a}mA%!k@$1x%?kd7(jv}q#?<Otm<v1De-g9)kgJC7s
zlJQzwP6hi=?e^Lok+4$<5eSY=XxVNt$KW3AwZ%!7tL#7>iu&jV-A~#_udTg~^bydS
z<s)`IHp64%&Dt(MoZT08-cZe;f&wiW3F@EG4&CkTP>n38?1dl%as3%>lN+(vYy1kn
zk*L_fSW3Zni~=W9v3K|t{C7eDK$TKpoJDih!^(g_jAEbk8)M;wO;WXg8;s($G6Dbz
z(>x5tW`O|&E3uEl{zM`2jc&96*$k-WJrEOn0oAP4OLZ<l6B+-k1P#QToIMq>XQ5XV
z7_pUTv_>Gyt~dp;8k{LWh^>K5HVpq4ncwU<*y9CP$v*4^lt()x_{bc9?8B~v-2#8u
zNw6992U~CL>K=T?<YZ%eS(KS_r&;dQs<_tDsFuenor=n2y-w3ffX&<;beGuf_$MXl
zFot$>d}IHoyWm~Kl(3_FTw88(VKn0W$iprLee6Imnmq}(4#KU=^wyJMD~>nP+I|S<
zbY41|lb!l_eaFr~&M^w%HH!}`gcpz#Z`;8+w-20il7{v|9lC=<gQA@iyaDg0ony3Y
zx3D8&fM-84YE`Ci9MuVequ~bK;q=&JoW;(>W(t8lPx5xifjv(Ep-}AE>Q_Kxk5mwZ
zJyU)KH1<dZnPbm${Ki;7kTdo?iw{|>B+=L-d=o7~F6?<c)vVP^8+)ku&k1|Z1~Z-5
zW9&*`&(R>4CH9~l3VTEj;MlVUb_Zh5eiy>}W?2`VvbvIm*Qu9w9Y=KzW1m7zCH4ua
zkp6{h4>sbVSk7UqQAj|}N43GRh_Z$rCB=#kQ~d+T(U~tAUm=k5T~I0@=X<!tA%|~~
zkRz<^2Xap1<)VFMqgrWAq+iDw?u9tfmK}ief`J20+{|8hvzl_-py1}uGEnJ2_ruNa
zwQRSbqhQcxU&84MY{+9eC2*{nwTDPRE;spBbBvqVOl+nQSX1(L$bmKcgHR~etn@3O
zu|_Hg!kUx)3TUj63Npu<^ZdqGSwCm2IhzkztO(IqBYYDrJ9ed0sDi6G`%=wXy;SGo
zY7Q0uIbqElFw==O#;yd`JOr67ORPaV6xN6wz_I3GnLwvD_gu|6fMZR2w0>p1vxXPk
z7}>Z_(3y<g3}(Q9JRAR{UBUS++A84YSyDc+N@xXu1vjdf05>}SMWZYPZe9vX1>C$0
zw>aGJEfQ{owf(@&I#Dn>l}<Z7+N|!0Hdeb1u(@^cU=uO27uFn|bl9Mv=Dpqk_e0G)
zwQRSLBVdqbpM=8|&=5y-65u%VY2C^6t2D+z>{HlGA#mpV-VQl%=G!0?iZj3VE1+>k
zDhR@vzxfr=I3pEgjx!5phE|B2ab^w}mMA+k&IsQ`3ylkBzQH3QMoCsRvvG!s|D15<
zGhn6@XN+A5oOvtAWr;Irhr$_=131py3%dhXY4%q*Gr4`Zjb$cAGtT2WkFm#KjF#BB
z!J&#sB3EkOj+P3TIa|snqRJY63uaUw0cLdei^f<8%#46i0W(j<Ee<n$i-Z|rZ9gz`
zN_z^P+i1b1s1bezFvZ<ANBdAF+NuL&o;OgCiJRC9V}|0c8WhCr@CLRYVy@P*-2!^w
zAk5w|XDfh7?AOzt<I63&d+G7TxQ5+~%@hJ(UheIX17BVOLZSHb7QX@-U!;N{eEEQ1
z0gW$GLFV}K1-~&?X3rU4KEsDB#u+re2;W3Yiwj@wrkb^SY2ynO|2g5y^T13ez8Jd_
z_%aD{S>g-Yq3}iI0FEzh*d2&3OE#&pLflb9AJiF)Eu6){Wj_8%y9(1n8wI$`k@A7y
zqIw75qVrxfx<bI^P*5ts<uKgh;KH{^a1qu5xEMu4wJlx!;NKc`d-@u6Z_65alXz7>
zm#9xp-Uy?fC#=}dKE@wc#3%n^Phi@QD=tss4cswRRZYt~B72-=#`bs|loC5ujtzae
zz@Ek!hwv;a8`cv1A<IQz^`+6fyPVG@M4nQtjdc$eKBOK{#I8+umx~jK`>6Tx$PLq$
zVcqMp0y$I@@LVE4tqGTNN7|L~Nw6Fvf2SSO=^kUX)r){pH#~lL7#$wNR!dRpEttRX
zN5hV291YdXP34DM{RqFmYJZ1Q6umi*>v_T{ZcK+fO>w@v$e*fZix8FQWdpSfET<}$
zMD|79(AHg{-Qc^lXxzYB*i0c{_7-o4958zm2!R)aZWO=UuYiVGsUQeuU*lIm!>m-0
zIn2JtZ;XX`y9Q>vOX=xOJ!r??!G|#jaD~4N8K{b{in)STyxe#L)vVQXbuM0Rq~^p<
z1MVT7N9uU7RFBiKDKOCqx5lOf++GH90dVUYgvd?fXoCV<kq<c7UIDuU!FJJwc=wbj
zw~^b#lLvGbV}HT+OYBclO%U{`mAK1MNC55cwVAQ_u?E^&iBr7-pw+oA8ciWUyKuGw
z+C6cL11;Z*1Fb0R%b75^pT)QnMSXw=4l85rTD95<WRaujc_>-LH0K7A8wUq)wt2ml
z;8rFa6ubuKL=Oq_&f_|oIhq^=vEcq~=3jeTp=G;8^0(oWMRE5kNJ$=udgUbDv-G55
zyuwbzW(q+n7kE45AeD1LD3nw#^DCf9MJfm)m6~4xO)64B=A^R2Z;X}3cMYkq&q4*E
z9%;Lp4_U0L(93SZH_<v`|6W(5fmCu9)vVP^buLl~75_O<$thr>lS+(D2`X6*a#>Lc
z+MuXJ%zaKJW!N1^CCfOKRPb3gcxJy{u9Vw$JrTEd`%luDjJ*%_me_lw`c$-X2nq>W
zd8al%7FSjPShS*g3$&v1Uo^@>XyuEbR4l)J3AZ?{@GTdu2!s2fm9@ND0D3g4ft*6D
z*qN0a-jJJ6t{oVmNW*%u$qLIIc~i-+WXRDW>!*^RYuRowd~A4RzHzA{5qp=Oxtz@Y
zs{4_iL5vUBU$B`%FvwnWL>i<A)xjY1K`4|#miZOX3?dZ-G04$=1vG<51(`F*X?|m@
z<eW2uoWh4JRx4-*5x$952N#3Prkb^SX)_2F|2Z(o-(jvf8N}F>V2~ezTviN%HYf%W
zbDuNFPcRL@HMoEqu$LwnL{<zzAFjhXd$FfsWR}?W-~dH>SO<@%12X&=?G)T`wUiIM
z?5BDNjp&>gjjRyvxDAvF?zkPdICt<Z7k3DQ`{Isv<?6t@mE^S=7k8M33dS9_VLiFS
zoSgfGnm2hv*3TWU)3Sr%4&yesdKkS<Gv7WYX0g3X&s@$O@7MiE&mG1G?0wiwA-Lnq
z-VQmq<MSXC${j!OE1<bUDhT3^hx`g??vM&H=Z=5-jj<|n&fM{LK4d}MA$$|94leF^
zfNIw2rOh2w{O7<O9|RMf++l1=aK|e^E-UUp8x(hlxzD-d)v!B|JNDlMb+9}-)x!6s
z6L%XqkL&!!9x)fRmDqaxllF$ASD~eXJWi4Ff#jk32;`x&UNp8s$m1eVD#&9KZgKM9
zTQ2et21BMdx`x>KxG<=1;xV@!Avq*(InpPZTaNh3le{;{d%F?dxRdU7qsd0I)BAQK
z`z$lEV>l!wwposh<2R%=Eio4HcB2t3!EZM@0Ia?=dYecVw;Q3+zT1uX@#yVF#<1?w
zvsw#6H37F9@zWj$=bksQrP=SjMn|iL%0v8Jv}JhTIs9OVennvzRl;3HhtNlcRU0vG
zH9iu#%Xf#*0jiB5e4A=}b$PVem>QpGt9L}g*CqH{kt-7uO?VC?`b~)LaZf&NMF-wh
zyRLi`@5NE4uP&da-=fUlXS}YgPbnXD`swhN4M3?Oc-4k{$*&Gpj!}2%xRa&_Rr;63
zq+->KuJowN&H|463)nO^UShXt9Rm+M#8mU{PU4a!hRv{AD{~%?dj1`{e>A}Q?zS?%
zVfSG(F_50CVoaH2c0_IXXb&5Fw>ptFn0I3C6%B70h2~wD^7A14GO&R^doM&RZzK95
zZuU*D%??if8VLEyq@p9diu5IZZq1lFM@~`UO=E0y|5Et+iI~bUgCE`*gMXdcU{hWl
z6RU=oy{J*!CFqA!LciOZeH^;uL_cFw0{xx`ayy59Tz}+d9JE29pO`fq{ceTbPV^g!
zzQXYc{FFm`U3r~)qxrh0UJLJMhL^VwZ-i_<cJUP475h{f>kts~bQ2I}7mP)Dp3tl)
zp{Czi+C4Zx1AOIYPNNQQY_2q{mua(A*sA>XY>YA{@U*`+raGFy;nOPoUG(zR)sx%T
zh}XAA-k*u9VQa9N5?cv>e6uS$^7ij7whlzi8&p+|;;%`CSAaL_qxBBFY98NIzYX4L
z6n*PFTZY2s?eZeZ@HO}99rpVq28VyR;<xaPp~1t9i~wIrL?6o)#|zQbg8P@_CSN4o
zNk;5+kC&;cJk*19%KA%BfJMX&PrUM}asznIStf=@%3kpL2|d1i<7lqeV%(yn1sr<J
zH7%W+<<!vsjuym*bgi0_v3XJR6~vmB&F(%U?vLId4Dz^*-3j?k{gUX;YQvNg9|;=@
zySMi`-75-HYV@kn(?AHADTpO+^(&xRQYz316Ox)pd9s7iQGJPDh4pjH&Q1PTJ4;2r
z7dlhv2@4Q>0E3AR^sLzmhD~g-9oQM15Js47hJF2(NuE9VyN<ib=_KoBVFH_1?y4Nt
zfQv;3oYAPmeJWd;Ex2c;+88TOOpR}@w#vsULUx~^Ly3JH^_AF1rCK^i*z0pv`W{0e
zk-k5y&5mZ5xTJg)q3R_p+Ym#KtS6Uk=IK-&{l<iN;qtdYt5~=BHg55C8@`oTx8dn}
zITIG+PoJGzi0E{W<@lbi#2nG19u1411kp7LtH2zWs=&y`dX<;Gba{~ivEmZ&tK|=J
z(CMHV@)nkdwQTp9gIt19zDIXO%gTQExvD2i*gCh;uHoHDYULs55t7;S1=G;}ag>?e
zK`6A$Eb%L#%ZyZzEHm&eO!z*RP7R!?5A$o-sVXD%>}-*d=34{sWR>q`JUM3lNq+0;
zI`8z)TonW{Eob?)1o)`C2Ye$Z_NA&=;7w=eFA>AAcsApTSWlkh?}^V}rf@rcsjI4Q
zCO(^i>S9&@SCAJntordRr)qvNat^Qf56Mi}N5wxz%>Y-$KgJ9+dm4HjZV~a1wH38i
z#s4+hDsK^y^1k25C@Cwx>LpZsV%UQ#{%xRD-Xnrr;vNy)a#eg`afB@60cu&P)=j`l
zy#^VLY{?~Z-8r&&AeiK3+QOG>3;9;ULcYQ-KW?<sJTkPo(&}}~EdG*$U%JHi?D%gi
zXd(9F)~x+^w+*5=bBlTb%rfkGKX=FS&a0UdxWN5B7*qG<P5)gg@6xh^_NrMz*n_)T
z{LJLr(enR*HktaN>?b_aUG`~ghL5LNOCQYlrGDV;kYl0!J0Ju|W+8|36Q1lLzXH01
zN(Dhn3xD@3pqWo9Fw6Xjk2vwAh9nav&Wpy!!UewRVE_0FUxY}g^pFqr*f36O^0DE$
zU~HmV(Kp8me?>FD-5dMT%7Z*Q+&_EOxp<|5niDx(srW3I7+tT%ns*T1_G#OcxKi;p
zkn0!5YO}?+rqBk^iXYjO`GC{UeX!ekr6PKvV!=gI6XnT9XV}VFk$pNg*##JvCH9!$
z@I-&eMd^FdBEdM1mhy?HiP4c{9Mu=y!vuDO+>BBIr2=s_;}%C8zU2T2CJgRpQDZfD
z6sJufNF3}~&ycOSVd7~6f(f1yL;>2NmW{>gs{NjlvhqUSQ1NtcnEIjO8ZFx`fOid8
z%+bLh;6ndfPg1_V@H}mPdcZJUXV1lE3IQ0e@OH=n7%v5(P{4SbUjYpmQb7=4e8{hW
z1`MenbHMnL-xw<o?;5~hhkyar<yiHxZ}vIZpC}77ObFkE!NiNHX02Y@FhRwC4lr>m
zdc^hdN@G(3CR!ku6-=NF3MRzd=P)q^y8~fjZ-j~VL>pm3ln0Tg68m+&VtXy*P_YpI
zq`kwngO&-Xm?z~E(PIrW;)sL_)hB=oo#mpj6ap11K&gO=!*Pp41>bT(g)q1us2JYd
zyrw#l0xKN1E}C}SVDXHBfQ9OxeCWf27Ka&M<P8_6d&AWa7wfcaw-6pScri~qR4w3G
zd-Rm$i1Aq6iS&qJ9KbHXW(t8AquvfV5Mu;{LJ{LCzXBRDq=F#CxX!PDMhvMSbHupa
zZ;X|db4H9?`H;mH7HGr}zKNCv*Lua1sb;NS+K55Le-4OoA(-ey3}aIQF-`!vtPlfj
zP>3PsK1Ym`VRs;6?4uFG6bb<u#1Wmd*q2d5iG5Kja$G#N2FzN!I0=OWW_(T?8jGNq
zq{Ix>FTf0)>7wxzf*C&tr2;el8@D)S@GTc+2!s2<jMY#HQb2}t?LxHTMvTGyx>i>8
zx)@ScUdS6ScH2|T2Rcmsc=1meqHqso0laJAVvcmCLJR$GJxMuO?A@d5zWXXo*V$g!
zOd-JH2ycfRU~wo2g@VQLeg!mGNCiP)afV+34Hi;C=3ueOZ;X|Pa|VkG`H;oR0u2_z
zH_<}i0*mETvsN!{u%O~U2e8-&Omu>Uu_*x-e}+tz6<DAR3M|Cj=V0+SnG6GN12Jn9
zsyxKkF64fluh<=+6rkcZ{F8R=;;(3#fQnnCeBj!J>JvbP&T`RM3W18(fl>h#ug5J8
z6@1GD6~f?tpkht6)oQk2X(;fDi0j!()r=b}2J*;;F{>9>9I8&u{Z5OIc|+9?79ZBK
zgLx!IIW6%vkh$iFn6hSvo~xWKzM^}Oe$m48o_!gcDFj>m!rLJSTl^G+LfPU^eg!mJ
zNCiP`vBzHC+)1;ARFFAa?B_Ses=7I|#XewIqB_uQA$$|92QIewA&-O@vRJ*e*@BAy
z9N6M(V4{;Pj7<r)crVCh#TICTVhb_%Ia_=Hb_Xt6EK)aF#4}a$fX-O#VvNQTyC^s)
zttE^1qiupNE|l_#_^}2WCFPQZ>J`w1&U4Xd3ZaWSC>3<UaEsFg-*VA~Ft{JOI2K;?
z(HPlW?QE-7Cjtp$h2x$JyD2wiTtA5GBT>_Ok;W1B>ABO!jo#4p)5i5$wp$cGo3)IE
zwp-PLMs%m1$DBM~sC$#1Jd7vU9oS4E$m0#(4mrr<H6Rp99`Erhpvglj2qKS9`W4XR
zAr)j!9^dpEW2Nex$>VE$$YO{<lZWt4v{tyt;}ul1RxfSxpyEFV^0*UBbdra$DM21P
zKrSotKpPZ!h`G<n;~B6!kUW+s@}M#neNbmEwsdb!AWQI1+Vzd6qm6<<_L1^|1fqHe
z1fug@G^#=fWEChC1hN{pIDzmj7l8<a`yr6yY#(0}h#-dtAjmat2DxF-3<9?Gf{-Jl
ze#!e{$~oTf^;5{1TDDslPa6!`GvZjqA+f!BI&%<tg6>dy5HZeR7h^Mp0Ff)b9ddxk
zRuBpWk?np3G>AwAK_K!RzXBRWq=L*r<i&nttP-6wh}_ACEC@t|Z=xl`1tOzVvsN!{
z5TW8f2N1agOmu>Xu_*x}r-58nAc8h15D{~qgUBOccOZ!DM}Y_w53yqFII43O`xa^{
zu?M9>`og$9$kt-W=_n*n<ZIgCSR`3PZY_qW{sD^Uj2Dfo5ES_hC>1F3TioI(!na%~
zA`I>aMON0}tpkAsQgRRoHsJ=3YX$)x!lYijv7C24Z_JpxNX!K~H2s({Q_FS-?N>t=
zGljRs1Qq|#^O3W}{@UvFEMa=gmSQu7V2L%}4mnt2B?yJG#CpF1nkA%yAeK1KuYhI=
zsUUNfc(UIZE9K_Q5|{8Hi&X%6QA7A9n)B^4qxb+{2YLk6tkp|(E<UqL#eWVgaUhuJ
zWC>$af+hY9g)1wTKpPZGh`G;MVg~FEWQm1}CF~3p-KjGby9e7Xu@}ka>GW(5sYMRE
zp^zYlJGFVSxUmM<A_vtQAP1e_qEQq=4sQdcf*jtCTbvyDmWv#O!TpfK+KKA6kuCMD
zQ>~sKjl&y6;SCtX$6N5ouxZFm5t)6^jB5;h{h@7GFP2zgPR{-E$!BHA(IM+6ice|T
z>^|PomyZos%r`Do_;2shGnX^Qw{<_#Glua2`xZ7+2*!BW+aU*I{2GKp8RK7m1vFzw
z1wo9lU>}jF>9DNPj3E_d&KS%6##qTYXT~@X3`;C{(~Kc}6Ri$*K~mg+jPVN|3GNc4
z&PB$c;y(w*_%4{}WDH|df-yb<a#=A3+MpOi%ze%nABWw6jIqzg>Na=-DAvL9Xl3H+
zN?Ro>;)u>!>~f6961yxoEG^pj7+NQ2;}R*Kh#)JVE!t510@~1-E*eiEv~d+E6|~X9
zElwMJ%S9W);C^UhCDxQa*D0_GH(?Cq_p~sn7h5dnozHunqU#M!KULhUWe2lPVfoeY
z#7wbQu2b-T==sPQ;w9SZ^bBEo%<jQv3c(QfdOPG`h_`@HC_~)uS3om_R1m}vU+^oS
z8A2+^oFRVbH^xf2IWxp}`H;nmJ<SlpH_@E$Vu&|T&04**8G?%c92nxIV4{;Dj7<rK
zcqYhY#SmzNVhAz!IYZn8y8{_QFG<)LD!Nl=Dt7Q<P7cfPPuiO;ZbX{|IUFeE1Ia=4
z2FO9@w`dfFki+qyRFK07xW&nVZ@I`p7~BsztZt9OTg<DW&yu*FP?fE?`C%Z>P-?4s
zAw*euA#aM<=nYdpMLb5!4(18fsCNxW%+Ut~OXz>=Ny>5J3T=LRoG@Kymt!-9z=^iE
zLk^s1f>0<<+~8M0<AhWYgcC3DE1+>gD##osUg0;!DzrJ{#7p^*1>uD7O|%fWaN<g;
zS*w>ePEhfm15S*9iB6m_HYIT4ERf3zC(s6k6JqXjoOm?s4#WxmgetzOGnS_k`*prz
zKf=~a><3bbW691MENeO99262z@m+0XEP7&+@);7<Cx8l_<)X0^0u_G(r2;Dcj9VNk
z_?8PQgu(ql#c;dRs!t-V1+GcB-mazFaf8J`-u-0R)e9{S)92=X;bYOhVouQE>W7Pk
zT6QpR*V0}~Jf=F&IwSzY+M}l|M~p*sC(<K^aR56Qn<)fhoapV412K*Tp-{xw;8#E+
zhEx!Q7?1ZWpb<kV$Q&_7{l-{XIcLNe;X@WH67-6N@J+NVxDaCv)vVP^8!@Q(&jB$G
z1rwc!VQfku#%z$w3Ng?Ig&1P)bHtbjy8{tJze6jLtB4~yXR%kJh7$WPsff<o_TXBW
zF&BjdX1r7z8jB!ns8Ld4hUyn!hR$@+cnZOc_kdD?8Slj{jv0K*g&D%&{xAbRQ97Ol
zW~g?Gh8f1L-k71z%^fqoD#MKqS3hQaQOgbpGnCf|%rJ)(X6QY7%5u#3vF=2A%rFjM
zKf-1Tff;}CcF2Jle*mFS%$T)Aq*6L$93P*P3W6|WU%vtxGo*sdG2;loF;-U288Z$A
z!x9VJG-e3jM9YF*i4;2E%@q&xNO0F4buQjqLB)R#nDJ9E(TN$xrUYg@0CHJj2HK!7
zL(F}S8J~mQsWC%mCix(U!3=#w=PWjc@mOM;gTvCojL)KV0y9RWd?JFZfVMD0^$RdV
zXS!%Sg<!^ZP%1EE2X1l9;9D-t5C->y8EdbuHyiadFAI0w%4r&MgT_E^<+Kg!MH(y2
z$+@G(v^Qk^sBxQ?9n7tq#%&4Km~S5wuwn1gGndoGt8_oo(}wW@dnGng2-<j`w?huv
zcoztT(#EI#3g|@*sUV0pzTsCu(}q-#Ic@yHZ;X|kbEb`-@*#_10ZkjiH___gqK$j0
zX02Y@v_Zvx4z%$aFwsdH#-;>qJQw7$q7Ae`(T14&oHlNS-GQ{R7#|nGuaYFQ6?I5w
zEq3I7oHq`~KWT5t=%RgsHx8BZfxMx52E3tjT{NOXcw;>%6})j8ZgJk=TQ1%Z1_N&x
zT|?~Yb0Gkhs|Q5aj5f!|D-&bwHMn-MX1qBz)u_TJ<l)Qm806-}VRhm#o>-PAR%%DV
zi7T&|#^Ib_E7cYXuhv$BqYi+ixFG%+u|;Y}_b_FHX}Vo)R7X4Y=7efrB4o&^W{e+;
zgHvMX%Q15Nu(PHm8oxJ4oU0|c{bjKKQe`gGJFJF>JY#yOb|`E}2dVyd=Ts-)LQ}Op
zeFdB_)?FbSw4S({q&qp?JxrXn#^Z??of#9m&&}#_U2V{C@273dxs|c8k<nUp^h$UM
zI8em-Gj`fro$g6?W4*4^X%pZ<r6G^!hV4fGQ{0F@4t7Li&i?e?8oN(U<Snl`y}YqG
zQRTO{57ll`?RA&=+@)@Y_n)Mv83({?^^Bnb@b=mrkxxIX0(c|LwjElwV4;j-aF6!c
zLfhraN70>8pWLeZMf=3}x_jdj*2QKD0mZNKcE|z6F9#v;W6-yN@AWI7p;#&ig5vxA
z3TP;n3NnY{ulS9z>e8-(;x6%a2%S^O4+4LIk7W=o3#S?0h}TJ#0B~*YB~-Ik_tm+$
zHb+j3-MS0Ms_oH{R<$$LnrKhIa9YpWnL7W~k{@dp2cxt0-~EruCioyOAF@uRwY3W0
zRu+0ZpJir01Fh6o6aOCO8unMTn)c34|CTs>L{Le4t*RDl75lBV;$&8<x}`og&0c_A
zaDC>`3|ry{MF->peo%OWmF<R~W|kjLMnlxE3XweduZnHxB0&9s?*%M8V{ELv0h#7Z
zWE!#h5#6bSh8??<yM8VHN&8FUYP3oGl2|R}1Aj@V-oP&jT_B>fE##NPIiOVhl6W+3
z@m~^rEAdN$^X76U4DM&;avhe@EsbWSGtzF<$9mu8twRkkZ?%d<;-><~JiB2x>OFt(
z#2huW*ZStM38%Sk3eOMuD&BziuX|phWxK^33xj=&;;vWuAbCLN1dha$x{vAc&-jNm
zv6({P-?P0Pa^T-HK`0deru_<N{F4fT@b8s=1vLIi1s?pna|V_l_#dwnNzB;$;>zYm
z^@;WBwrcClO1nB84U~8Kt+GI9*KnW{KHkp9E(rI8lcEL4wK#e$)vVP^8~3P*!2SkR
zbLRo?2mQM{L%{n^m@^dMk^U$_^eKPzTArE*w5G5$CE&HdR43pW!xDgZ3CLv%cxZ?M
zJdqwb;9Um00|9Su1iW()LN;**Q8_)aU(Zyw&;HPQiS3Pl(qi6|&@zE}3#EJ@=BYjb
z=IKHZon;}IcO)nkn0FLzam?deF3b}K_k(%st+F{;pMbT&G|PFug;1OGM9Xf_dqH79
zPg&ZF^o~pVZSbgfhBxT_sP_mh+b!s57}nb-;e3@Ch$A{RaN2vE?q+)0GcIBmVl#!H
zy)E7jIcRS)2!+yK$FG2<J*gmw_MYiiK+~R7;Gw;pgS=_KF&6&h40*TlAq#>$;hSjr
zaY5cwsAjER+K@-Zf1i-|;r`v7A>_S3%oz&uNPpx6c^84HPRKKcB_Qu)kjoVE&=3WA
zA}eypTL-%XA#ag^JgC0bN?!7S&gJZXv3<B*RH_NOX3W;%>f>^DDhdhAdq|rZn_1Qr
zfZnOc9aOKN5nTbI^DG4OW*?w1Zw_v8%;Q@w%o7IpgLx-o#jMr0)*A3%&nGMGrM#8B
zmhyC~ZoGTm;PK9~vKQJN8TFM5>o{`k(u=i+LUg!)!}xJ-xt8q~(EA4E_KY}NVO(sl
zp7tE!j?rC9k8s8<Y%MlZ2!uPw+aU+Soe4sr2zRkx0gZ4{K@h@i_A8(fPAbS8;W~a}
ztjwM>!cFoaixnFBCPv|#XlZdF-04)aRxfRYqvAiW3y;Tvolayih9!_?e~`-*S<n!L
zEFueVWH|_S2O`T-L>66A%AIC;wAyIs*HgL<>paHZfx1fUUa2w_z8r``0$<*$O^!vC
zHT)L7s2&2o=<FAbu@HQD0F;VVs?XpS#}~fk!WUt1-}nO0QB+5&WA$wDMYmdLe6g(T
zg)e;FO`l(Yd(M6;gOm<(KgRq}%N7A+v{w^PVQ^rv4vSk6Vte)U=NR*Q-L>=>W8A|2
z7n>;r#>_oX<WG8>9T+ncghDZ9sb2w&F;YPg#vJZfKx2$lkU7Sj<Tu93@Hu15aeT;P
z1&78M;hSiQabe7ERI^quZH%Gfzt5GZr}ppe3|FEq4|9fEi6Z@x(@NAIAptqD&KQ=!
zx^IJArdWrDD6A7%kz?KWFhQocpX>s_jI)6<)Nj#+$a;FG&f)BZ7%(MvdvM$!h{+YG
z@1jit;hrz$11~hH-T=bs%paX!Aqe++P%04a4Y<V-j&HdTP8i$|!twjbT9vVSb7b>W
zr_=2DeRz8js^|S=cEfIvE5JQWQA2yN+_AViVv7_2=RWQYct6hFuVssHKbh^=1kv%^
z#-e8ks7oHuIe~NCS9KrLbDi-I`wBKw2(J63w?huD`xyv@a^0W(3TUpA3WB(9=0Tza
zILMUdI;kLYu3PFi#v-1axo$BSmZ(BB*9qT5>yC@-e#9dohKp7&ZLXu@zfZ1vRR8YI
zkn2vPe4KQK;yThFIdR?BVceWtXADbl-TOc;Q?5fp6xWHY$hq!=use|J`0ZjBA$y$3
z(L<qKV!zJhtc_t)Vpj!6k41MMK+6Q(O-T8~yt2j|CFSeXRG)zEbpDUdvJkqv8I%gT
zy9Kv6-SI6K-3f#Hp}P|hRMI~uaAdEGi=s(4(cL`wD~rm+UM#oDa*^wrVt!8ryviHc
zeu{g!mhBeJ|K`HteB*94-R)g^rgLVyPxmN2vl(x&d$E~9Fxvy(4mp_Z6Cf1IY!CVs
z(99+k1Tovs{0eAhlL|6twm<ugv66Yt%=UXeWHGp+nN9d6T1{Nc_7SRCtCu#jQSsj=
zvz1Gtv^#j+GQ{cb44G{iSmUeT(iw``NPpzSZ103|b26JTEWvCq2Dwa`4GmGuCbA-D
zw*Lpa1DS398L;dYz3boJrSmu2guzl`j}ML+i_~6%_6SnjDCK=4ZIPPl36Pr3`q8-+
zLTWWoDoCx4Tb$JRmW$Mc!TpfhiM%eRzt#V!o~Wj7ou9q2GhM;KzXXQGdjH8S1z<I0
zV=q`+ZF_0(wDv4-aQkWPIxX8R+z1$4TVOd{@mge`p70#l?$Dh|4{XLE>~?IX5Wx0&
zZ-*Sf_G%Cc1-5tl70|#Y6$Am>C;SR%V3P_m2et?O#)J?AJ}b)cLOq6;csz7xUKH_F
zK4d|_CVUeuDlTCAFREFqmo~6b@!uz~?Y2zR^<n_qKf|1%fQ|G=PQW$|raFPm7?uFG
z?I4#au%RIe*hE(3!1i?59SCd-IIyV#E3TD9_UR1Hj>m8*v15ay#zMBIp+y4OhNXNU
zvZ=lRvgy1Zon0Zwb}lFt$aWrXab)9LE@Tr1_k(OFjW#E@k5t+twa$1W&EuKgx2@TY
zx)<06{L;Fpk-ezx2>W#BrBaR;yY$BWQEy=TacxA)4*D%?wlfo#M;Atq%2)41cIx@g
ziLIskm7ds)PuNx1Od*KvW^aca#C9VHg%aCceg!nKNd-Z~_G-TZn%Ja*%!%#Yeq$__
zajyC78e+ST4_Oeg3ExC(ii_B;r<%2TX%ib2|9RcD-vK+FgklU!5XzH4E>l85LlmKi
zEWiona@ZY6DEn-HI$Ex@%jaJF*bB;?>NWZvFXD*KUhGe(p~U_m74>FZi&mbDLV{L)
zrwxt8k~QckDK7=8egUoMoEMF(5L%hPT+zw`+~Tytw_LO$4DN?kPF6*rQ2`gH!4>bL
zhLKj?yfWa2-C|bu0+u5q=MRurj)3UESwsi7pI8pnvV*=yKjO^<vg{c<Ebq~e?$y(t
zL(2)eYw4lIxP={$%@hJ!9^>th16s}jp-^bK)USYs7O5ZzTDJHV(9j|kWDYIY_>HkL
zd(P0(;X@WHH1u^r;hSh_aY4(ORI^quZD^t5KQCxG3G8%2i!m$#EhUi46k5;_1uY^A
zaA-Lgb_YVs;tdj7E~s2wy);5C)FGX}*n3b%iM>mzqBFZa&=$5VM<IbN_i0mO(PRy~
zg)ORQfGs-fMPn-jTRsm;#UjfWaEoIL-*RD#Ft{IVIaSwzdZ*f|q*`ZL<-0Z(YuAk~
zw+{CDSi;U;@G=yW7$Cm<LIx=v<bHhlsg~^)as<pZvb|#tSJ%lB`*jlF5c6l<!SoPg
zoWuTv%@hJ+79K3JCq3E@h?xsQp%8PBUjYp<Qb7>J4EYt%5F-_24l(Qe##nhiXNWn8
z4_U12&=4bh6D>4$ZBt-^ud$y=HEZ=!or|xrr{X^^i1{l_I48sy!x9kleUQr(V$cu;
zF(M0ai1`sFgs=ze_TC^NrXh-}&Rp^RI&-n@7?mZqEjTzWeEA_-Ch(;r<pZw~sXhU|
z=zJHAst|m6J}4FV@&erA_`<hb_#zDM2Vd5y+Av;eT{+g=mfhoZ@rK<1GvLSTl7{vo
zn3Zvn0V2#Byn*gVnAd38K|fX(cW7b}W>NAC`B+`zfX)S+V&1F!n4V&cf7pAlnL<#^
z7rh;FP|RmRD3oHp=T|^ej8qUrG5_ONKvRrVkU7Qt({GGb-*cvzzw#jqq8Q<uXuWY!
z%%`YktzOy`L&bky6!U(t(@8PLumr`t9ON>k7&JstjK~6<VqOWm11V;|4U%G1jg73v
zIF9Np#?~LgiRM)N<6LUDhub2WSD=-GXik#yfkdPF2SlTDUo^r(h~{yiR1nSMaf=fT
z-*OR+Ft{J0IYSkMiR!kI_GGJC8Ee<7)l_ePIzD7!Cf2^2Z|*F{0!_l+UYK)?%ag7f
zn|J*kGFN&hfuDA^YT0g~N5m}L?C%%=^)twMTqh5XKs$8D(<6{^8rzP|6as;6^LEIA
zKwS_DMWC1Y70?JI6$ByBoBaxC1d<9eN1zY;jj`Y$X9RjbAF?0>626HRD7z*qtigqx
zo2h24UaE6(A%}|pyb$Q=V5bv-jA01`s(@Uk2!w_x1QJ<*BhVP^4n&~+6#_vKDqBTa
zXEN7uoypk0P+N)pLn?JF;#$LKVbCZF2@LwHHaZqpF-dtljp`#{kj{V6C=0=$#bt#-
z`{EYIAim|oAYpJn7_{E59e^{9YMNVWydP*uwCqNo0e=#Nu(TKS9G#FE;Ns32h!!{V
z`*CNbmL2qmSrQ&itnTbXoFbNYh$A{BaJV^5cQZZQ7#Fei*i0ed<|1#09B{J{ghJuw
zseT1C+(-pMa5LdoK*NnxkU893?>ENE`Z>eR)A^9aiV%I3O86#Pc3g1t7^+#Tmp0r`
z@t+smoDOz6;l>!2fSVN{mnqz!Aqs9p7T|DmB<v1^8+{ir!VNFA3TucXI(xDEQA3G+
zNGeJNG)JJ20Gjt}Lu0XI4LYKb1RB*Z02-b1qLCE>G+zg$VqNDOxW$2nZ@GX*7~Bug
zY~VFwtkS8B@Xu6_w5yYq7Tha5mIiE2?76Z-X>bG1-33_Np)KwOI>)*FIk@$mhh;F+
zlfe%>zt*zdf{%(>;W^Mb2r7km&d{lZgV4Wq_tS%raUJ^?Hd6=?T5_n!z;rA)Kxh#N
zg@Vvweg!lLNd-Y5bc|mC4MI{u<{)&Y-x#Y}<P1Wm^C62BFB*h|Z=&VO1wsp{X02Y@
zAVkG~ULdp^*y#izV^{)&ehw2gQxHN!6bOkdz(MGjGOtW+W+%;ve~6f^w{~@xZNLj%
z{F5eSxXW{Vyi(RhdZkKe{*!c0V>f^~fJfKipR|{~e!-I%H~;BUKJc=a>Mh`r&V<o;
z3&EqiK&il^yK#%-5#Ms*kubO)JQA0^I0^vb>>M2RzU-B3-;G8^xX41;+Y5}uWv`^<
z0M~);^-cmm7QIEw7UHs3(yxitAaPlXI#H|%Igjh)!GY)_y5s4A$T*GNkIfVUh#vHI
z$N@xO1))$N`k7w=4Mb8w5D@*|uYd+3sUUM8nt51gWyu+cb_2r_<%$L(;hSiIaskm7
zc_hR*%K=1G{O1Kk9|Jp`Kx7O{0MY9}E>j>vLlh8+EWnB4jj%g#W#}Lqh@dPJIOID;
z=QFkeW3|N22o70X@mV(mgqE{6puJ+P=yWNch%PG(thFN5Q)onI!Dy_7z|f_jRKU=a
zaErqb-*Ul_Ft{HWy3qWr-d69_Mrv>qP_@<1y3rY7>qZ`JZcutvQPz;W*7w4u)5Cl|
zxV5FWck=ils;OnW|3RZ=)|tc`jyO_z2U!4C;MqDoaol>Qc2RoVGVWzJU^9iltrvMa
z<iM?I5DLYu*ZLLExFr<?;nq9-3TWJt3Npv7Px+0pDp1b2^)WtVF)pHUOZX;Q0$sRu
z8`Z4UOMCr^ivPTD>qfBCiCf071a8$qE>qk>Llka_EWmNA0lNcnYo&!-nC8l&?zi2G
zQ7I&JwqvtafJG&?2mVRBGIb^PM!?u^Qa%vIlpg@bbdHQhVhD^K1WE;rm2iv07~gWi
zm@v2>7<()Y20Oh<^~m%n7SZJfu~!rk#A3Gh!m!gqygfJwJJCC7{1A4mmhJw>jFdsJ
z6#)aI*2sg-)d`8?*IC**>G8`rmTkah3V~mjc{}95uP1^~D1O!a3TXV23WD(KYQF*+
zzodf9@#|*4F&3EQj9)kMAq&DU;hSjDbK%!TRI^quZTzC*KQH_`2kdm>moY4XU#mba
zQ~W|h6n=>;!0~Gsb_e3uQBM4V8b&OA1)r}o9s4v|Q(~W#MmcT`u!h-M2U~+e0=+(_
zI~9w&n54XCO8EfLOXtUE6o#PJ_duyYukYg)M=!qRLN8%(Kj?Mb=u~F}fAy!iMe1-b
zU&#jD5cTW<LzFhK7bzX8oijKb`il%iI*|Q1^am~5Etby>^UPH)R$yax=sC^lW%l7B
z%eegT+S==?RHlD1Bm?6IHVd061idWtcE~|52Y^s0y&UaVK+}s<5JWGh_!ZFfA{As#
zFOTsXW2Nn!>E#?gWU(qjFCGcsMC%3>)A)$m5~^9Nmo~jn@t+sH%mq80^kNK4(93Ti
zcV$X1Xo#X0kp(!t{7&Y`fSZ>VZ<y);q%^9da7(eciAiNG>X6P~>=sZBL-ri}lXf}i
zVYE*$$&FGza5+fz446b`y=ZKOFv-h6sbG?q;}&NUzU5*PVQ@c8vSAE-+^NDHO2XA6
zwffdt1O7|(gueGaZl?w}wG8-<VUNYVFy=U?>;P|AdY^YP__^j?T6WO)aXUSmxMk@;
z&#B^?n&%9iN;nEVpu3-bA;-9meHxo71PcAY+aU)EeFua>QRpGR0vd&+f*=(7yI%o~
zLQ+BID75g1&^nVd3e5$>62*%~A>o^7xpJY<gFF&qgyldXD*p3Aq0fSyP82eRB~a*X
zAeSi$p&<%|L>AyEbRX;vT*x`_EMB4w4e1iCh{$t>&Sva<jMNf4FF0VW#hQE3S^-Aq
zNclu;SwVo3a<NAB6TnF4z-Xj}fYDPysQ{x2ZgDW;TP`pX2KNI-C(9agb)_*?ZKqkW
z@qPd!(yAMP2K)hxn3cVt=g7$U0|cF?d4t;zI@`4Dpg({S@n!;U_KY1CKoi@mr#*+5
z=jyJdhZy4)b_+IB2#EPFZ-*QZ^Z!676k^`$S3pCIR1gF)AM`7rAx0|59AducH^$2B
zIYZ26`H;nEgN7L4n`miqLClM&X02Y@>p4{X=LIocu+s@K#;^p$Tm^EOLJS(BAVy>X
z4ly0r9SAY|ofU%^{#=>@7{^ha#n_%la(G#Qf6}h%w9!fdFLR}QAiSvl0letk7mctG
zcsUG|3V2z8TO3~amJ42l!TrF?N!77>XJmA$)v8XUTFCK!Yt(MkjV=TJ)@anoUgWaI
zKHUi}<u#|5H#R4#JY09_H%A}g4RAleoT_C9{moI^sR@2r7(FWRCAw43drmJG=zgWA
z7vmFlJ~mSbdfDvlkb_>H0z#qmGU-=9(~DFPL@(F+70~n|6=Y5?xA~2+>Uz%f(&a-I
zL@&ZO(c0pom&>STtzO#nLdAcdUx|Nz|L)#2AGl^-tGcCAX>F}`rn@tFcI_^JUG2&0
zXnjk4bo!R=yvgnB#+zePjp{V}*?u507j}#`D(&|4Mx>G7!g9vD!<?bM5>NW01W#tI
zykYto(?hjckZ~|09fJQj6gF1Cf0l0}Rv$hhtZT1T_h_u;kJ(R*wbzR4DfQ;Wbaxi?
zsy;T&HiD^6nlpwaXzqBB%arEO5Jht$D{`7U33dn4+&*UmUz8<Z@T+r*<cK3Wo3r1b
zh7$X=R7BriV7nU^lGcgm=1xQ*L2<v-hQ{WWHBcxim!MR?fZ}uwh|aVSirf7tMR9xJ
z7N<DA<)S!Ya6c5cZcDuZUojimyd9pEYfO!2_cf4s!)}@z@Yg_+hV~-5W8)$Ppt|J{
zG47u&eyTfA%MSXhAaTbg$Zk>c3_*9v13D*g!dtETn4a*Af7mK)rVxa8rnf^5!aE&=
zLJ9A2eg!n)Nd-ZK_Y}VZn((B8%n5JOZ;X}pb0)k7AF@~#qSvQ{Z=!X_E_I69@P4Cp
zRI^qu)w%deY%2cyB)oh2cXx(_cUPD*6ycHn$cgZV!Bi*V8N(8Uw=c+LN_c39B0P~5
zIpHmZ-GPL+_#Dn2<;~m6m9n4@g?Q8<ozK}9P)CV<PO3`9c>AG{V7v#ksj=B*O#_SZ
zRL_9%bQOrswGhVp2`CjSbw9-|&Uk#w#dyNtei-kx`b4|hg0(shcq0w?O_b(Z<FNYW
zF|2-h4C`MW!^x)IoOjz`?-Qp??L~U4l0r__+x07V|B?Yq2fUy0{-$NSMIDEG)DPtD
z;-uSkW*`pf%)m)+;gHBcE-(4+EH_?a3$U3&kltb54mn8gU=Ru=y<_|eXws7kf=KUl
zzXF={q=L*z?{R)(tmL0F>0Q8wELMwX(i6UkRv#DX9Yi&2_0lFiD*p4j61f-H=_DIt
zSb}W+0GTaQvOz->*@!H_$>z^8g9hALzT`Y!aW&SIvF54_MjzBUjJ*KV1Kr$;f6`uu
z{1e(J=;panKJYrE>K)LH&V14M3Za`<gHk~^ufZ)&H+;)QH^Sh4=;jg8g3wBPU%6gb
z?Tt6QZ8zWCUL?Mew)O&?)s*)J_jKI--k|pr&Ihz?x3D8&5NBV)@hU@*$8>_=kn=^|
z+4Rd<#!>7G*i0cH=V#syIUwgpAQTEYzxOMkAxA0*f}Gt}dJ{GcIZ{F9kh9otj8*<~
zhMc{?utZ6sAxHQoT7+DX^F1C3F?O<gX+sVb|9L^qm%&aa<QT&ekn=8(%M^0Z5Cu6R
z3vkGJFYFFnzS%DhIkM!4^?1iooyFMWF+xl1!r(x~r5Jgk?mcLwz?=)Dd?Kc-!M7H1
zRQ~{Tbnc5rSP1590i^<Sw&E7Y9KPkk9AR)jn6pmSi&k^nNM&>L>Qo<hTOF{3qZ@Vu
z&VVn}#XTS|4((9O2I9K<Q0+Rkqq{OLGQh=~8@z$;N1JD8*+E~Ri#s%Vfi8K5yg-*Y
zpmPByn%i_A(-V#H4|@SNQwXAYt+zuCqIo3<g%Zs>{R(KJkqUx{=3{;ZG|@-}nG?;|
z{l-}7K4+r&G9R)SdeB58d=srVE~0rE)vVP^n`o%`&x>g806U#TV+>0W%{GwBlxWZp
zMKmG{aH81(y90@4@p)?528v;sS6TIwj5?(A7u)w}&NBPppR`Lh+tEJ3GJ8q+K$cNG
z1D4TQFB)4REHea31<S0&EzUB0%f&Ln;H+3?bG6ajmgaI)D9iAM{}Wh78ro~6#%3Ae
zw81UYZ14uUpJg7YWedbI_86Eonnf0}$TN~GBM#_Xz**)Z-N*DSWBkJ&kIfW<Woq6I
zIap>4ghE;7YQF-SWu$^2mbuZdfMyw~Aaj<v%WsTT<#T44JNS?Vv5fFdwBEQ_=BZS(
zRxfRqq2fO;mbn=0bh3;wEWt9Tf?TF7gN7)U5m|t<%xSQDr&uPEy`n4=%U|ppsH4Qb
zCRNc_(d~h@)@9bCkYJfFYg1#<WDUEuE~9z|ETgktG`2!m=6^t`V3}Xz7H1j0<zg9O
za6c?_+C;Nc-?DuKpE#;)t~ctP?P+Mndvi^)X*bUd_@)lZ)LulhDk(I;^_f|##N46-
z-p@2MwCtd7u1UHyu|l($I!AB~btp<UOLR}ula28b+ZUTD1lb(z?T~|Pjs&4lvN^@C
zfF>KMAc$<v@hhOoMk>ghY%cX1V<rEb$>w4{WU*RAuhIzLM5~Wo@D#1!ZPbTR&04)w
z=i+VDRQ%^fHcP=yC)pUo5@hoasH2&Z4H}}zMq~j_HviVR(DR$KM{nd6x7?{!%=2MT
zdmGhqy<LXnRu;9mQ5{yRH)%w4zGHWTsW5DJ;-9puI{(7{2okzO$_K9MC{F+h=`0zI
z#SjvDGbj}#^cLLWB*eE|BqR*(hlI|WthC`RkNlHU{7&JW`y}m2zH3!(6>c(m(O_@O
z@tNF<kdAi?50I2T?VS*QQu?@-?G}Ap%sS9P?qN_F#&?R&D12?`LG6L`1ZBL(zJbjY
zf}kGqcE~|czXYLBg8I8(0ZmX+K@dUBUG2^AG(kxPnG@7Oeq$`Q$eEy)f?<goMiZ3q
zO|)vc2<m4%5@KLx_0lFND*p2#sBeLtPJ%LqB?#(6AeSjYp&^Q(L>Ax#^%2+|xHfdi
z<FHbfx3rq$@Z8n-c*T6Gqui-pqwiGid7jQ}>`554C3Z=0@LH=z_oL;4l`fX@i8!+Y
z!df*_eFj$2`7j!FA*?h3N(C!5af`DO-*T~%Ft{I9I>)LgI1D2bQ{$7{N7|iMePU~x
z^`lb)X(^$^%}e(bhL;GVdlA!#UdImZirFpRiQ#9ao3w1V_+w+JX_;>*6gT-#()opx
z(~Gnp(vy?%A-fx!2_>gHciRo#4Fdn;uWY$b-&wZ5Bb0c*hH8ciW{VS5f7L&uJ$tLS
zXAXpVBM5~e)Cc_vXoQjqf)MJneg!l_Nd?APdtZz{<DXcsZmYJ=thB|;&}t7WuR|1w
zb;`tfQFngNZ;Vw-az?0c@ga+`4vkR4H_>9|La5hL&04**5sI1!c_Gw2V5bwIjA03c
zx(?(rMJO~xA(Ti59HE{Gy8{ubWFZu<-D}#N?XUu6<CFIs9kHym2DHLU7VuBnWu_a@
zVu4OerF<YdslEa_>4X@Kwh(kW29yePIu^G$I`J(RIthdOL8mjVvI6k4bBjzT1Y%P}
zfg73bDhx8k4DN+X$2y(qsBbG}fxAiN<nA(`D^=O^pQPskFZ1VnCxRc99<61&#U2xb
zNe8%wK>5ynLey`U>At7OBjY#rBy1)Wk9H{)O?o@zprQr{g;LSAeg!lYNd-Yv)b%T%
zsYoiwoQhuNH^$<HoT=y@K4d{uBzzOCQ!Xm1QO#Ptw5f=S|GcQ^a<J1$MaHlM6`cWc
znNkrNqNqq@0Zv6{!R|mRT5eGhlm*AKQjfEAR%72s%_a6-X#jm^hCTe&qS6Kw5@hr(
z-GNw)S;1f}DyjYg8R=XYjkpjp`aLKWWb_Bz;$+0PTx28+?uU%lwJP;Cd}giD?2J@f
zt!69DLX!8k>UhI$5*qL$Vo5`L5zxxG$N(>_?Kv!F8Xf3<@|mY)2Yp+0+@XmZkQOD+
zkhfJQ4(MFK$#9wOV|v0d{$V9-rVxa4oVP;`!WjmkP{MhXUja=xQb7>mZ1gLj2}df(
zoN%7%H^xf$ITOz1e8^(ehhFy)zKPZwyTmDK!JChcrkb^Ssm{flkEr<1i*ODGJDr4M
z3`-Es9w3(~;h-Uka6}g1gfkm<2NKRfn`-cASf^DPt!}Q2URj1)kUF($<n`3PQ*=IK
zFGrmv_EM>uPWkr0TWm86g#_E&qfL)RmlXyU+o+xb+vqG9jkOTAc_%0pZ1XPM;%vjW
zTx=r@?uTt2(W;KaL+>N_Ntcmr^)Yy*d#VqndEfFwwCyIG0l!;@w6z!HoIpr9IVZm_
zk$g!8FCF}T-uaxC9rW9N2;U}<XJ7IpK|SO#ohUf?{6Kd$J@^<$vF~Fug#e#FdOPF*
zpWlH{DEREYR-|+~v}!c?NCiRQv&gT21|O*)bMQILZ;Vw7at5D+!LY;y2^xHaZ=%J>
zu73(<5PTluk>IX)>RbdLD*pR?dG!VTyF0^|SD#Dy*cx)_4E6GA(jTRKK2P!^7&j*f
z8p9GG_(_n<6a>)_1%e_gau9p~b_assz87&I;pA7AK%!Rc$zwXBv+FQ?O6(cIQDmXt
zr_n-zemkUmVt!d;Z=s*+8=#-A1JT(Qf_~GWRG{CTxW&<rZ@JJ<7~Bu~ogr(dc<FR?
zOuolD75*LXyGZ3|-;IEG4)$`N)81Yfc#K2RiGsWSV&B`mlfaLFZ_={eLXU{K*0;Z7
z094{|9@oi(<KTyN$J67WaT@y&Hd6>3{JOV84jlY42!-O{Py7mK9Fz)zaPW721vCyy
z1)1aE?#GBS=73+TKIDvp|K>v$<2D)xg>Rw-%7ufUr<%2TY2zRj|9P#0eFW@u;*T*b
zfj_SSxlHi~4N>?bvH-`Q*Te2W{Mr8^fj_D!%kOuzbtZEi*O`o+fl*pwj|>i03xi&V
zmI@3yP09yikm@5~kj{V6C=0=$CxTLeL6_hb#~{At!XROAKNxg+ymr7ls!}n~F=-eG
z8+QZH9mN75VQeq@SwlK-aQ8V~<qdp4`iyJYZgI!LaL*FT^(s}+2X&s{#B;swZ+hY}
zzGBy5Gld|YySyE85YHVT6iPg=_A8)?M=A&+p8Na?XyTCyGAEu-_>HkxAZOzF2p_T_
z;t{@y)*=`2JfCXT>ZMIQRQ%^fJkJC>oy21dOAyaikjs>K&=5sDA`5WhVX!-pc$UP8
zMpPZKhEE^VIgIUbEN7h=_$Tc>-gUH5u+G1=xv_|{hTdB8QN07!(U~tAUm>h>02nP;
z=Rn-zti!iltRoEWhjlizs_klL1h24eZ8fJR_?l0%HC~xab4$~Se&BIva8u9SgQgy*
z#l6sHo!g%-{>kqu;PKu`;pd>WTDDv8(J?S|pmQ)35qZwgDTQOvnY#PwvB<cNoq^31
z0*fy7cF2K67lTkJ7H#n>ps`3Q2*RR{UjdCpQbFce^lZN|R@KNEi=N4cELOzmg&^UZ
zXxVaM(c`FQtzOz#M8$uf*9G6+zq>QMF8Jm!XQ=Cfq(5@HE_fE0>cm82SOODQf?TGU
zh=wRk6j_mD;%e9(h=~VYgy>Q>=z=R_99?vFcb}oNJNqeWEU_O;#l2T@t;MlbC?tUK
z2iox1T(c&H1&pen0F1gOL}y+IF#Z*k3Sj&jZgF7bTP|P}24?__Tbixvt_4OyL&1TO
zv^WqL30dd0!u)`7-{Zt=q$h<R828q)#Q;Xa!-<>6Bo30Nil3jJGjvMfz<8MMetKXu
zu49K{Glc-gQ@kB=0OJWD6bg*z_!ZE=C=~<&<HddjG%!j9nFHe%zcE(T$Qc+n^C62B
zF&Y?!Z=z+(1&qf~&04**fsu;;K7sMJ{@tA+Fm}V7p@5O}M^3<aIGE}LMq^k480Udp
zrof1XC}0#>kptsG*qsg-O?GzyBXx$(?(E~JvBW+q71OoRo(2{$E<hmxj33s9$L5+f
zDJ)=A{RCjtH6c3lLV)pGpi}_kw{eRDBj0iXqcFH1V1%owxSEEq>lgvYj#oOJYO3cY
zdt6OTHtxp6fnUL+jO|5;Cz1{v{A%JKWB}6>zz>HHYuUkHRdtSuSxAHnr_@>UiUfI3
z=L=4QyB{yIl*?DIt-Y>lrwmmMUkr)H_=?TIW(q-r2Y5T=pur^|6iS0f`W4VLC=~?J
z;0b;OG!04xnbY7oeq*eXkTVUQ$%iafp=cTuzKPZ(DyH$Vf<;ubRxefj<6{L>{P#(N
zll{9pLmF&^IYZGP>5rUfa3+}Qq(Ng?f(CyD`94z`L_-t}imb?K@F7`OrZ)F{xjkG+
zhMdk{BUaX2qE-&+gF2_PS788^*emc)+N;dJMjHhKzD&vo-chG|2MnkyL3F-_FyMPZ
zsbIkO;TC5=zU5*-VQ@bTc!Icjair2{q`9nor0=q_Y0}MmHxKqYvTb57%3EPhb}sz!
z=p3r;!Z(6_%^T2uru&kX?H0}NhUDfOH><gB@6t1zQ`=8;kJ7K<8E>#3V>5-Iw!eBi
z<e;`cf>0>6%|5}K5NT?Y3WBI@iC+OtZBjwz)OMub7>j3ernbYtutZIvsZIDMT18yc
z_B$R4F&MOZX;T{&|9RaD_cO55Nh!v#1f_fi<T9lcG(=H~$O4>FJ`cMC*Q}Oosy3>l
zoibET{rU@i>py)^=P*{q_$;x};4rmTsy>G{3QBpZlutyIHT2d>mFgW(iq3q|_zIzv
z9iUWD%F}R*Qwra5QHn6QA4)j`f8(3W$@uhR>O0}Qk3Txvck|1DAGUMa+Y4q+aY#DJ
zCcjIXcX}s-pKxy1vV(pM(&6941<n1PCyKQz=W(4xI0(I3cRW1^8K<#VVKapQq4#?`
z<N%>}gHR|4J>XYBgOF4Z1VRt`70@6g6=V)Vzw{ep)rp)z=x2P$V#Gp&knl~kP`N<p
zKB`%(mo^Ad@!#k2)#4KcKhUemw$V;^XSjT|7g*y%1L+L4d`0>rr{$~H!nirX&={5g
z!{>oqreKJMC@>URk%Qs$VRs-HuGmE1`&RBW%N6;IsQQH)bgs_$>}(9L659|QWfnHx
ziaik6_$Vpwiwz4KRo?*{b)AUL#t>}043r9Nd@^ovY~))mY!n9fgN^I3#sVu&jZch>
zb+%7d(=2g$Uj`d**bRyUei>}i&|ZYNGA`mo!(G4VHRTO-KN4Q0We5E-*tkOzEVw9n
zhJe820i6pt{oSbhn4bQOf7r9InL^OtJ>CvE=<hBN3Z=i-`xVgiClv(I-@E+^X!?^1
zGN-=>{Ki;Z<irvD^b<eWskGpQlhfVAcZa$QTGcJ>$?9l*OMP_umhQaC?d!&yV^fXl
zH2c|pAUzj$j5aFm_Vh-qtiOc{_6aa7QGICo6TXSo8yln)(c#6*JE&%@UaE8P;w2UT
zc`buI8|-w_jxj7jJ6D2SrnG~GDB2NOfYZ(d><*-zM{EMx5jD1~f}qTcEnd4T<Cl=(
z@Wj>CR=eJuC|4%N%2!t!b=VL8)E}qrvlX2c*_@L&A<e=+X)phcW3L4v?JngLF=_>q
zMM%nDKu9{5Mk6+akd}c`K}gGSixU#xauJd+xF15|3v1@4x?QudMzrtdr2;Ihk@oh&
zCcdynNIK~$zlF7vy_3ODQO9f9A}p*C{!PFXUpOOAv=-K=<2s3Ov^qz3JUv<&r?IoK
znL?n|<=zfC(CShU3PmgCS3skcR1kz#*Z39CXeAY7j#kh08)MapoYCspe8_?p)`V}O
zh029i7gNnzy|mGaivK<r*528_yE9x^dwZBO)WRC+kDM0P&IMDQsA&vKpynEo%M>-y
z5QUl|D{|C426hLcCSNQwnOi?2;9OYib*|3%>=$T7iTzv}(|h?A;cp%MGy>vVi$Ve$
zf1*1Rn}60sv9M9~9U9SfB03vGu<@UuRAA%3aEoIj-*RE2Ft{IVJPj8tcK*46VgKD@
z@uuCdc-x@wB1@XuixZD0TsQb92KGN$%tAWw{fM})mhBdGJnqq7>Rg<3zgml@4(SZR
znea&6)AUSeyu^;cW(vWCr+GW%V8T;CD3l2w<5xg4p;QpWgqQji&`c;5WX^=lZ;Vw0
za%RFUe8^%oiC%6KzKK>L7ZaX9HEZ?KW<o0d`((oD{@tA+6W$i)48??`KXPKiAu!d+
zgvPK06YdFenKB_7qL@%*Mb3naV0R!BF2?0YB$4Ek0@NX$&)KI@M~Qt>s-g>@9rzaU
z?Ttc$_&%mhjm<7=8d$`qdIrR&t3Y(Fg%IEOK&c?U@8cFHKECB5K4EY_#J9c;-~58*
z!3j=%<JF0&G}ltsc!4k8vYYo_Fks$GTG|Wuj!yc`MSHvca_V1Xu+qWqr@TLC*=|8c
z!9d<V38yQ@BaY~lz!7iuDI)c_T;zKk)VPSv!e$DAc+0#Uav<ITAQXytNBb4fh$j^U
zA>Ju|1vKJG1(_q>WBkTgSwCmQJBJThtO(JFCwvnvJ9ed0*oIeBmr%`Gy;SGo6;&$!
z^SYus7wmK*jWH~NG{1qgmMPMpAqr_k7T`$pJDEO19)CRhn(F9O2R^7Ns%;sotx8}^
z$b&kEv0Fer48?QsPulCB52K9&Yi^YCf!9A(?*MCb=8MKx2-ds|lnShQIc{;R;ae`O
z5eD~zHD|VKQ(Lw)sv~%vTHPwP4Za|rhHg&q(+#b_4LNrW8gg6)_hOw>oz8S2Pkz@x
z-{+kWe)M^lmhBdMYzzS%;2H{*N8BgqT*7(i0p0iXOJ2rr?9<pxA$aHq-VQl<=sO@3
z%0mzN70^5+6$J6n-~9?`9+C<&=b?qCh8CKfd1x*emZ)Ad4+-By>y?X#9^{b_!z>36
zQSsmBlGjQ7yF0@ruj42mC!L{|yhwlKwB+?!7&j*$8p9HN_%@Ksln>Dm#fKs*az4Bd
zb_XtbE#D-Vr3~27sH!{c@FsTz7nR_9oTalot7Ax&*w*04vKGSbMXLodj!F5%oU`J=
zS_o791!B~-Avyy?i1AubDv0qq+~UN@w_L<14DOE@n=N=2b-RMaN_(_AF;<`0njJAZ
z6cm>jod)+NMu%tt?wWhCcS87y@lGu}aAI^gIC0zD0d41*;=Vce2|AZ>Vtl>sdwOCt
zeq*o0W(q-!ANF?0L5%MQp-^J{yk7xLj8Z`mF@DFdfF?$%Aai1T$Zw2QE^;QuU-BV~
zp&d<(!Z*=+<s!y+Q_Whvv{%rm`0tY#m#!0FK`&_AMmyb|Au%onYkY(touP=4^hZv_
z_(m8vCovks62$ldkjs=9(GW$9A}exYyaRRz664{UAh(w{Z<o($47FF5>+mRsBA0Tr
zHCAmYa11+H=X`b^23UzbIylZOe!Ly~Ao%etDesF8iyu|*fgg3Hh|b3letZfj75q4Y
zTbv*HmWv;S!Ts>#hFF~)tEyp01CZX&dO0<?339+6j`CRC3nAAzWedQN+r5**&yZ7E
zcF<pGaC$fakq3HC6%^??L#GsukvHq^r^iU+I`$lFrVtqUGH-_*7<mr}g<|BJ{R(J|
zlnR0{^8J1VG)77VnPcSV{l-{;<>Z=O^Jwb>e8_?@QuroXwrnC(XoweL@1mNuda2IE
z3$axE_lc2z?%&-RV&w0`oS`t1^hZt@`CKs7iIK*z1V%PNE>ny|Llj1etjIC41-tvg
z$g!$i01Ls$_{lowvz6;PMjnNK(q6c}3i}{1@^C31h>@!IfRVaVMCW4&MxG8z1x7v+
zw>U=fEf+=#gZshA^R~6>9eLRr9>1@)suQEtk@^JQqStOVQeD4Z@4J58LysFNUpm;!
z*gfs;1(uKM(Lw?6@=4yw;>XJ;XxZ+6#7LQI+lTZR81+N8=XpB$aNw+IholEi<4m>{
zn<)fvUhD0U12}hpP$+PA{R(K{lnR1?^B%tf8aSnb%z^XGeq$^Y%NaOd&xb4sIE8Pb
z1<nPWS5wVey|jUoivK==^TGbzogr|3HOv_bI7xrx1e^>^bpod`ECHMsf?TG+iH0cP
z6j_l2=S8qP5I7IH1R+OU;nt9YPy0&9(V4#2c{<axd8dK)5}Sj6(qiW0(Q<*AGo^eW
zW~x2|X6pJ7orNKoc`zsyn0W|pam?gfF3c1L_k)?|ShcoY-#Srg>?C8J63CbdC2qjH
zr!as?7~P95PxLz0b-yGJ_+9#$iBr83!;h3FYT0h_$HwsFGT%_B6yrZh=NC?r=W0Ks
zCrRT&_GoOT5G45&Z-*Qtc^L?Wl4QfLfF?<)Ac!P)_!ZD3DHUW+l3l+s7Gvd1k~i}q
z3nEG3n`jMlk>nGpX02Y@BuT}8UeAy`2JCc_lQAqoPHRCfQ*uH>6gi13z{%-2*d0ht
zM_EK9suMEP1bnXoU&5CpsNnN;remK&Yf9`h(x~3|7vR;~b>fvN$D)uRsZZ%n#p2Ei
z5R^O-B}+{C07y#b$7mFWkkpSrsUWEz;}$0=zU3k*VQ@brC6|-hjrvZn(;e5Fq2kTE
z>1nzM^prHW7dM?OigjGD0E=<|kbz831V1_bMay=JJT8WrmeRwZXvuY0XAjOv^B*Dd
znag9oXKjtg*gR~e5S&!@cF4g=%RnfUlZO2YXiky}f;j0kzXF<*q=L*jX`|m5t3c$;
zNsr+}7OPkEor1zQ(F*0_qywmCtzO!kM8$ufD{j~H@9qp&+&W>-P%CbvKXO`eTL`8)
zxzQMw;Ku)jte+`2q9KYKMONh8_(xe?0-ilC+1!YzLa?Iu9G&6Wn=qV8><#!Q?MmAp
z&|<-dua)wFD{ZQ;z=ygnL}y<JAASUs3O@WOZgD>3TP{8n1_K`&T|=z8AH>CB3fk6;
zHpj=|_1En+;zO4J;%nq<(yO%<S4?A8FlP^|vxoKBWqEd`b`+ew@``C3>iM-&ZK3dQ
zZ8f;845eg&dfORPS-9(JsJ2M$=q^*%nD$|hY8lV2E$wlV8R4(u(3IGh<p|Mb+)j3A
z@ZKQt1uemC9s-*$RVE6XYll1o>^>CCk)Ba~?#`)BbXxUldm1}7)?F@~vK}9Xnrbws
z+L4Y;cbAFd#0zLZAV$Z=tnPJL(J^QlhS%SZHAmZE_Qck5a|><ia0PywU0s1|`i<(A
z4%}IH{*0Y=OQ(Bmq_tjmmV%Khr@Jdi7sl<Hy|FW0!GXLaGLS{^82&ul5sjmv+I4D2
z_sFPEg4bA=(tgpb>o~0E31{6sPWPoj|F47p)6=CWUN%1j_KY}H`6RYC>WalZT;aoh
z;|jJ9Hd6@fAM$p{f&GVr5X9?eba>8Kr@RMSQIDPES3qOGR1k#yXZaP-*e?}ij{Q&c
z8)E_SuEGB9e&mdvroLlx5g)~%Ujo8ih7aPEP0>Bx>{+IowK}fO#hX2;DY4TlrU#FR
zdf8s9e6Uu52=1Bg&VuW(^|5KT1T1tiuQ4gXynlmS7QnoYAz*mRZf!O@0se3k6zz&+
zz-jlNGFt}F?vgWP%`Ici70*-aPm<6F^~7X%VVIWKH2z7;xBoyJ1>fE-<pcRv^$z$}
zC%|Y-h4Ag0K&jx{H{%xPTfUXxTh2twnJ~DY_0QvUp=i~&);eKGa=41Z2-O)R;Z3<I
z?)m{zoHVW1dgf6vx8zGDpYjH;pGrQaWxGZ3v%!+RqHa}{HNIQVX3l8e&^=0j-PU-6
zeI1)A1epBV+aU*-`~rkR!Q^j#1vHpQ1wmjk=aJs*N`r}1kU5wf=r_iy&$|XpSRLF=
zQOJH^SfYN=>yg4Y(TZXJL|0^i6!KFZ2{E{_da2Gu3ZdeE*Hg$h(IK+|N#OVOG+PN&
z06@SF5|;{%NeK%1AjoAzA!vf45Ha&Ph1?Ij1FzNYrzwQjj2MPEj_S<CF2$%Uu_p!x
zC%R}Ix@bB3Fj^@%WRsLn#E~`NC@HVQs{TPEI^RX3DuhGEL8;)73Ebiw!na%;A`I?_
zLx#tyjVi3N09k}Fh-10NG~?!vr{~WfwpqQ{W0g5M{q@sKRz+_12CbhzZq%~fBKX;`
z$9&^f#U1u8J##s8+^u_&o;i#M*j?C6A(-PW-VQmK;|(Ab${Zi?E1;P}DhOhZ&-fM4
z%pnzI&K%$M8)GHsoSEaBe8^&OKr@H%O|&|=nBz56vsN!{=Ah!g&ugHw9tHC#=-0f{
z-8*p&)Wvl(z#3mYmd;SuKuLe>>^0Efm7o{Hh&dU|n3Q0!Ye6m}2164RgNaPY8SDnw
z9mrt&p2ex4JUZ2aCn@<-kX{HPkLfJVPQj2Vv6F%$$KtQ+(L%vr$4hzNcw79X`Ud=^
zbANP(h49y7L8;)cjkv}6i*LF3OBmc2e}R81<NfoOX{J#8Wt-KDzgC!&o&3cK!oK4_
z6Yi>cgVoPnV_J3)++|#rc=^bD`<S?rZST@EmUGuO-HY_xWjw&H#%2n^UAKBW<lwGb
zKq!>EUgB3kbC*;Q#9eRjE1<bcD#)C>KHxXTA`&ME^!IuZ7ZbdP4_Od*3ExDkf{VLu
zqMEgOX>%79|GR#zXFFKv<P2j{f-{~1av5<3nxHsC%zVxn71$lf84E7r)eqMcG+#va
z=`6+mj;)s1UuEM#ch{(Oou{IZ;EF$K<6<#m4X(u%sxQD5I=4k5D1<BaK0|TEBHZF!
z!M9voAq?(^D^6-}t4!jm&d9cUr^auh30vP8qOUO}n{#u<jrp(hQ0DdGja5mZoVnv@
zhz9r1D?fJ}sb#xG^0!&{S)6pQTK}OA>6y-X<W$|e^gLob!%o3w3c({6dOPIck@G<)
zlt-@cE1-EqDhT3{EBy*+9+3(%=aFaljj@t>&OEZ64_U0X(Ca|LH_>Y1;*m#F&04**
zd4!7pUC$%y!9pjG7?Tn_QU<w<cmz#QJR)X3=aCh#JCH|?+yqs#+^NCGrp(Gm87nB?
z$#08kPUw#cgr2T*8~Y&IQey9yCZ(d7!%#?2%zJc~Vv%NrghesR13)o4BSzycgkrt|
zO2z8PS8<C|4Bv85j4-$#ia9x2LsHx-voZu@dfYE_)1Wyf@TQs7l$Y|obLJr#kaR%%
zN#>VYwp%EV8<g3XaIj(-@|d3R9A^HZJD473jC0uEv6(`^%syv|j7pET17`LFp-`AP
z#IJyc8L1!$X4d!>&@dwvWDYZr^c!R4^qgU4Js+}IiJ@Ue_$FFZTre|_YS!wd4Kq~y
z?|PW|7fdxL%ovjrF!K|T%Lr!B1O+o<=5v_&IVJ(PA{THw?@@l35qH;EG!uNj&Ti~l
zjNB4?dT;<El&qTpLd)6DuqOg%woCcIi#^H*(1^~7(Z~zInHPdmfiu&%#c_sjxo}1p
z+z-yI?bPAhnm{IvYCCK-=1>}AtajYXFwe*zUm|w(T7Nm*Iy>ium$!NY){iT1)UtPO
z#5HaBU$+phHoUUH@~q;N$UZ%TIiGw;_b5G|7;mr-Vl#!{ldpL@<lvJpflw%){MfI6
z<`bzPh)*8&E1>yAD#)BqW^90g?e8uSoG2V#I+fPeYG=B;_r;h6pIEPMtG3Rpz<2t(
z3*f%h_GERmzNJ1oeM@&9JSHli@O9qk`!7CZL3|>76Ri?1KKUHgtb<Re_}}$>az9w;
z<P&33f=^xzavAXnnxObZ%zVx#uY=uzd@}E1sD^myr>%07wMS<t_9%?L5<5LO2rb5V
zEm|WOW4)9QWDM00U<{qtqR|t=7*7DDf-#<mTbwcYmWwfj!Tm7CX*~Dyi$0YxR)Lq%
zcLZ^S0mrZhIEY5w^zqyQ(FbW{FBCb}>9l;8Q6{}X?&p$*mhBeL_l8XlaJgC~0rv?y
zCva-HPWLxGwHRNqYq6O^P|Ka(4mqghb`T1smRI=|(9|Lo1X0Vqeg!nONClZw%g6o3
zSoJ*TRh9eskOfhT@J+PtxTxh;s#&X-_NodM|GS=AZU76N)M89ZP|FsO%ZOUg1Vt@k
z=5uPP!|p(8S<I<LmDUKpP=|ERV!NNkIc7Kf69m&1$JEe1!7=~Rrp6-38fui34<@Oe
z0mtY}7mcS7j@ciK794W`ZgGy`TP}_f2KU1;$4pJ|N&!65`|~Yu61=fRzgsB!c(mP+
zn^&&QpI4%W^<tDG?9+2zFFDQ|w0<rb*0SAV_}H+>LffT^KcYMJ{N>DXhVDyx<}iL>
zkHTgO!5o)(JLF)FO&}D?996#pnmMF`Am(WM70}Ef6=cpFH~EdRQgqJDaRVQ+SjC{P
z<OttHYlMqAE~J{ZdTBEU75}@QIW~ZWPUbKsC75Ff<T7FoG(j<knE9MJR>AI2=6C|H
zh4xJ;DqAfk4(Xi5K7l&mX>_T|alO_WFpD{kMj^o*_iIyQ5fqb@%%OS)%%L+~G@e43
z<J+KAFvoXri!%q`axsT67?{K88e;zgua+@y@G~zR1Y$_OZqWZaK<|qN@uhv97Y!av
zE~~)umt5kMuNv%ini<(&<B*itujI%CjVyoJ;D2ig{<6Vi!0t=cOShoL;e#TfFB?2W
z81H!5U<1~44;E+8uN#CDYLVCH8PhU-l%`P)d*vXU2QP&mt@Qo2!PTOffCaZk6|mJc
z=-Qg1ItlT9M>KZq7YrUE-4MKlc7S7&=tl$GC+La6F>Tq|BDK=9!jG#5XxV`WA^O+A
z>TDI9;#n^B&uGtAY3tJis_8j98k;Eupq}CFkONR30Yc!rpqB|==vP1ks#FjJs8{$E
z(10oxWDclJzcE%l-!*{R-QO|C$=3;9$;UCq95l5GhndRnd!68^RI^ssZEB?^#ZFUe
z+5b90teEPBf@{D=C$}1-65P5N<N~<WISi3k3ZfB;Tt!OY<hmd14kXv58+b*9r@Y|9
zbujcmJY$tkMbWG4uuf|1ZK$in-Xc}f8QuPQViD{T6cPmcMs0E|nyg_*NlCD(hd{78
z6-Hw#gkV1bN(I4w61O<P@~s5Ha`IWugu(r+nw>h@oZLQAX^*rgTh+=~yH>4+yjzfS
z$STLw1P)2G=_a>ZGF(SXMQ((Ry_VDf)DlwRD{F2Vku>i<LB}`8l^@FBq=Va!E8o?!
z-NJd^u*<%Lqg4(dk3}8yTiwa@RAU^(euK>vf@)@-BQhvG;ts0W4TM6eX0cxZO*K+M
z5Y?3Z3TUd43Nojf<NU^0Ieynr4SOa;7WF2=VLoKBl0yTG@J+PH*mX@o3BHN&pP<fn
zAB#E{-$Y2oe;xqyJ9LTbU4+J{1i*X)<T3*oG(rK4nEf1Jz6HAj0p_R;P$KMwHz1fw
zyId(xRJWC_BCE1l@cBB!v8yn8ORO0j#1`Uw6MG^Mry=Eifngzz@&O=@&Wq9L3qhP`
zgHnMw&%rH@IDE^6IKtq55a)PROE^x3F0vfa3vPI8ZmfCMV6jG8*9&NljQS@3m6um|
zgV>KUFV(W$0(sj&%$^bFstF(4tEV+5ySM8ur3V+|4)!)|rV!xrDQ|}y;PNpL3I&(1
z`xVgOA{7LI%TN3YXmF7VG6$DG`i&VJxcrU}SrE7g-$YA?3tT=-HEZ?K1{W&+^8lCo
zz(yyy7^4#4ayQ6j1}<oX0v9p+Ik?;dy92@HP#?I+aw1le1J2Z0jUE4J4lBpvpR{)|
zy%?<*ure&=17St=8(>A}!f3>Wz{<IxRKUu4xW!?GZ@FMa7~Bu6oXl%Rr#Uj(s84Qg
zR$61Bz(PO3&aY9ynuXn>6Iw)w`YzENois0hX4veFB|kGfMay=dGeAO%4hOH)h8y-t
zI9ag+aYWBF&JS1V?xp7k;~F-J%@l$kp5yJ1gCCv+LZSR{r(Xfh4^lx8KfKDXfaV9O
zAaj0rm){txvgW+-aW5aTAbt?OiDq*bKU_yOYxUCR2P*#a;D<KY=;Q}uRDvI#1ag`2
z0~(?DLCk*64^M{OPJVFS_hGFXs0N@A>!cDLx{yNr4=_U%;(y{6FT{MyQHW(ByEJ;Q
zfz#gTM=?9yHCtQFsmaaTLrd==uC)T$j<euq`W$eIiyzvqUh4y8<%#^O{L*uM#OSZ`
zi?wVqJZx(F9PN6+()!=gI(~%iK>9jvI?oQrW(rZq*LyqUsN*MtP-q=L&#!>4<5EFT
z9lyk{fUe_GLFRS5?l;D&a5>lUDj%|-Ixc(@Ee5VSemvEz)l0jMQ}Lfi9X|?ebk=cW
zRHBYA1i8%WI2xhqxS0LCj_(b-opqe8hllM|sq7y5Xe@r#y%*)p+spM%yFA)#OpQ+r
zwO6WNBLQdXtj1oC7L?d)r6G<BnbwdZM63hDfE@NhA+ZkdD&3J-jKw77eHp6X(1^~3
z(TEGdj}L)Tfgc~nEsh_2%Yh%#;C|KtjvlWzf^Wp2Z$kziz((Bgv12elfQ3=L$YVKo
zK>pbAEg4{RfcmlH>sq!uc;6c4m?=CifJ6L4&r7~)@C$8sdfG63X8(=N6oNMX<?WDz
zHvR@ep|r8!Jm{)>Ig_RhsUV0p4)iOaX+tW=oHkbZjj>X1&a`n97?xNOrf-)JzKQ03
z7j68BM}oV+*t9{#e;%~)E3nZ?8^)*vZF~{rGNTPNLeYkp{hT(w0=q+L<FQbp%0p8V
zll7~cot3d0C+u545AA)X&T5Qd#FkhsIB+f6_%d2AXrn6S6ES9mJW5L1Q2hql(77-g
zaUryE9VivFaXoHv+TdF*+7Jf!LmMZ;%_%!`2k23*g^yT!ZU)Kn1+FO;Koa)#!jYkv
z!~pL4yvG~NelodB%Vzq@+`c_-AZ72EgVm3W#C|==Il8<-cPu@+7^kq;V>5+7m;1dP
za-hoxKqwSlzTj6tql;7!gf8FpE1=OuD##pNe&aXB%Huhs%dhy5#TbJ|7vY;|A#tJ0
zd#GluUfSqF#eW{?@+Pp+i7v*d1iIV?a+#qE8llid%zln8FNEEJ=yKp0V`JsYM7cUX
z+1YO2+NmEu^qiry7+d`qjw(mvANMZ`YX~h=xdW{gsB)B)4@4E!Pe2u&`=SvRf+}Z#
zQh_RG;uc30zU4v{VQ@dFvWkOZ=#`n}E<oX}xUuAEgIOApR`r6BgM|<BUmUsI8>D^&
zxm3$`3*cP?9<!v=#qx;!m!6&+GOpC7r-uyFZN{*fLO{k1-VQk+;~5|n3K=i(E1)4m
zDhPs%m--dZkRcUh4jFIr8)N0}oFU^)e8_?zL-;0I0$h->ood$Vr41QW{O17~<6xr`
zGK^6P$hZjPGJ^~>LP3U@{Two$0J{Sr<ABHEx`=04#C?L!VeGf4uf!gbYU!nId$29U
zxEO^5V*E;*9g8Sy=uuLxhNxZwV(82ljjs^I*yDVK7&CE;BL?4cA%-xxAH-PQs!WVE
z$3q#z`8p2Kj2kkZJ{ZVQX7!?sL!=w>$Bctvq}?p+$Bcut?4Vx95%I6#jM-|x01fp|
zJxe)htkKq|Ck@kcwi=r$1ZiyWcE~{*j|8Dm(s;aI0ZkfGK@e$-_!ZEkAr)j!8dv#^
zu@Z64q%qEiELIoj<qYAQXeF?VkD>>BaCJS^tkp|(E<U(Q#eW{8u@-D}l7=xVK^jXy
zE;G_VBNS<f+0RL1f7l&J8cQEtov60(wHqQ)m9MTermFf?`>w+}f3dftt`d8zRGEr0
zmZFfLj5leMW6@*{yG0qQhd>!R>qTQLgfcz}O2tCPr*Ml?2H$c~hA_Av$~dM~9cu=^
zX`jDvgMMEvEW(?n+_Z81fM`Saa#~cR9qLXaD0ol`?H7QpF#Q<7^_3sVz@r1#PaWUW
zvfZNi*^tM4<5qQ5#onc7Fei|Qbx+b0i17mZEjCjK0-1GzNP+aQItXM22!#^JzJ3KX
zfk*{G1ahcf0ZkxMLFNQ<yx$lrN#{%;Yx$7HY6eXp!Z*<>;UbWKK_L6q)NKNx;y(`p
z`CqWnNg&3k1c5vVa+whb8leb8%zjQF--g|R1hV8Js1@?Y)8-_yNWD3sG8TPM=PuU5
zxGb^B;P6C-SSRi;{TA9N=wn>U`-a@257j%M51sL%aTP)z&jF=^K5oV>P9J>BMIXZ8
ze(2-aR<&L2j7+wg*91T2vch#S#cIpVA2$q&KXgBP1ITKtCr$z>uQ|QEQGEt;sCJX$
znXdcwT`Ax1^-6CL`$^<wTDDslj~f($Z?;*(Ayz^n`}Bn7FmkW%OnMkGj$m)cW(ol#
zpZ0dh0V5v=p->q4hF<{<BT_*SjQrHEfQAvNAafY`li!%Z!N~veAq#>L;hSjDaKXs^
zRI^quZ5W~ApZ#q=>q(E9I*ZjFR!L0!D61{)ii6SVc*tW#Eq9=_Wr&mgHq8fAnFn8P
zRNr+JdVC*qbiFIB1lIV<v~&jhEA$!2fb>Vndh$hf-T5+e+v*fAW_<^YnG?>8Q3*JE
z5y)i*XJ~|iGm#BBoV^5g2g2Eb7h&cub6_YBwVSQZ+AZ})r`pnw19{HSVZ<)N5Gt|9
z1xJ#FY4@PD0@EHV<$dFCVVdeEV4AK4(HR$lX<I?5z_c1}aZKY|E=&^!_k(Gx;90DR
z;8%b+?{?v>xY2At_hU$_dR>P)Sok3S%TUks2B{yzuGO-Gy4%I}t^u%Fa<{zOMf^)o
zPYzwTYtz$1m+3aU4Vx(hbiK~oAqRB53WP$T>s@{YG;~P?LD2PazXBS%q=L+$>l=P!
zLMWiWuRFVd;46H{f}l(ICRzeq(DibvS*w>ebW!o2#|qF3!A2)!7^4!9aSh021{r9C
zf($YHIb=Kyb_YVnqKmNHS<fD;)t}@6owL}IjT|W!<DaxQ(C$Fn1XAoR<pYsI^$L(e
zXS!%Sg&@UBP%4n(Xx!pR!M9vUAq?&ZDNbqEn%hRU)F;NOt&wf@G5ETA=$$S{yB2_w
zO}b&@=E1B3Q6}~xk5x$_=c*8o)LpU~be1=;{TT8nE!!=c-wl&2PP$pmd+Ly$`J7fZ
z=^m!172_Rt5jIl@TB&<G<e-%*2!+zhHopRzR-}R;TDi%ufTk6xAah!|+i#3j$DL~y
zyM|U?$cHS5R)lY&)x||C6{=aQmo}|X@t+5+JOONU(uy%EK`ZM(E;Cv|BNVNO+0SX^
z5wJUuR+e1c+`1KB?=EU-S=3UMx#)vBcd-XiPl<h9s_VU^W-WxAhC+f`zM{>IMUpk-
z)<THt9Z-wTc+t2Dp_X5RQb8>b;TESBzU878VQ@dxvX0jXfWziUyHgpxas-zHLb+wN
zms?_uy2<6a10<J(k-gYu4e7A_7g1(kDCQF#;C_19UCVZh=X=91ODI?CJU|}Qd4My_
ze!8FO8OHdCEx~3A!7!`59da<tQ6Ln`FsJ$z&<rCL1ToB`{R(J?kqR<rm?!y-u~L1`
z4D$p&WU<Oa-*Y2;6RkBahFL*1YxUA*7%KkrV3_^EMkm7<qY@1BPpFugF$@}^7)H!~
z&M^O{p@5x~xWE;C+uM>&uo_Ut>Qd%)wTu-)=PvS~&Ry(9pdJ|JF8q^r<>lXKqhOd9
zO8LN*7u7pp7@hH=aTUTaZvmx(Vcv>coMHHui(!Pp{V>e&?QQkWXl<khAKI(7LgB^v
zA(}{QZfY6Or%__o^}>}SBj*obmE{3%5c@gh6IymqAEJqPPu}Nb0A<hEVR7*%wpUMU
zjwIjIT}qE6#vSZIY^D%M@*8i597ysj5DG<-fA|&9NFo&kA<4YQdDAS7BvL`<NK*0}
zV-@S1kz{``EKx{kBoV%emJSz^{G3NZjC8DC+DJmhe;!EkZLraaB*v%&l6)BCGD8wH
zLLrHm{TxX?3cCZBRhDn!WwI>FB)nk-E(q1&W5CVHa;vG?q{mr0o3YC<QcLX8;DEIj
zT0VkS3rKl_luyK#6$I8oi|Q{xiq3)2NDG0KCMXq<GKpIpQuvk&QiQ=-KuV*sy*U+p
zWvCaVh}Mb<DayJ~NRhtDe=+5`-XQiv%CoiXfFUK~?IfhA!%;|)d-b&Dkn&>PrSy<u
z+`(Ri%@hJs-sbI)15(}uLZOiIA-@6|Qlx?)Nco&!0SzfqLFSP1eZMhQ=FS;XzRia$
zMiVro2;W3YhYM0(M>T8p(uNc&{_}v8mw=5<NHInwAmw_H%M4P`2n8u(_H#&i7VHj$
zlzk<nz?B8K0u;?z<T0JO*s{lSAUO#Cq+K<6CR!+fWPd3i2qda+03<r!MWZSNNR9=i
z0!WU-Ee<4n%LOFD;C_JQln%ejHc}m{gR|?6dMEgSCFlJr$tK-sGNAh=C=+|}$*QE#
z09H~i@CLRYQqI+~gSuZO>B7Wv%3|sqfh*J@J@YxUJX!ZJJ+m0^u*<NSLNLo!-VQmK
zWgLV;ndLga0-9N*f*@wO)vthN7O5a}W_h{a7^|A+%q%bALl(p=!Z*?C;$oIM)vVP^
zn^~y%&x2X602`gmVvI^K%b6gT8MB}fidn?$=ge|8><(m>11=W#s|aSX>Z!Wk<32&>
zF!lq~S7P6jYU#`R_F!AfDQBUOpqFoJvttou4ZXFTqIwDRqBCDKzC!5b51>@g%O7!z
z(+l5n(Tgy+A9^{4-?+g&9(uvY`IZ;cl$%xt^!5?kv|g05!kjz+I@#+YF<<Dw_0!3G
zEjy^UycpLdsARr<OwfqEOV40VA<K17(o=}>0$Ya76oNvI_jbrZA!|V>ltRw%E1)Sv
zDhQ&G3;hac3Xuvjr;v)@7%NHVOd(hBA&b=vdgVm;CR!!z!lcLo-!r$0YS!wdIv3wF
zN5y|06mkgI=%f&1RDwcgf?Q@4f<`C`5wo9D$Q;-mNFhs}fH#{621&l<g*>Qp7yB>N
z1J80xb#xN92ic;J*(fCF<0abMSR`3PZqbM89ngo)c+t2Dp^tZgQb8Z@#w|`Ce9J{2
z!eF2eqicxmaW+JOe&y_%(dPI#Tp??(;SOCh-W;21RHv)86<1878_b!*|G&9&fs?DM
z?>I?F$Zj^97mtJ`%_4+sAlX0y0vnM)5F%+-gzz$iVKQ@fXKrR^hM7BgDTsa`CFS}+
zhPGOttx7-If?Cm95&BUqRZ*(8wLbd6N3o&;TKM>=*!K57ultyD&YsyFc9+kGf9~G7
z=luWYfBxs3?>*<-d*zjb-1XwhY+((qT)VqTmD*kCEA;R=slqzA>P&Qw3zBaJ7$_{3
zCqm8R#<V2TFR~UdJsIb!sBRylO6l{zDC)+kZVQW$;`1s6v-&((eVsHCqaBTf#)tZk
z@ybE1h}Rs_o9Oc4A8^|@Q+zf`l}0^s8`~HauH+YxyLG=8<_!nUEcx=<gkhaqav?JY
zs|Sbjm0TT`mq+_6BL-{nT0nZ)3Z=-vY!Aq=eb$7X6NG1{@*59mN%7idc$(f<t=7$O
z-_dQrp=4aeUtTzn_6`-_s}1$<q$%QS*dG^X>mGk!Li|aw6ATWLw`IoPRoh`q_Z!s=
z^h|em;T>MQYm{T!?TFMDRN9#mspRc<NpFXXQqGmGX*r*C$uU>)VM*VY3=}?GxKHbn
zcP3oo&!cQ+1m>=^7RZ3PE074@{F3tKtRd+?93?$=hFyUkbA<vY%st<(K##dXLB}z7
zyWN-=4ZJj%8y>H3`ps}Yy7*ivTdy~VX*78j0eKm##uTvV(U<!x!Ul;0a<G?8pV0R>
zUAD23%WDaJqi!N<6B9<?RWvApR_Yt16E;Xj*+6|~Gn|X}1Qqj5zY8WB$v3j8g?yhy
zujW9$rb_VX!N0;h|7`rjY@nLB6%fe#0|vgo6dh+{&$wHy7hTETphHC?M8a^)@6ub&
zs}||sMe*6^AEAHRT`K$qS;lequt@K?R4B`&N}51WiX|7^eLs|P-2DI@G2CTGEx610
zZKcl*rhb27^aem7+{rhxrA&bV&m;jQm0N1kEuzlp88Ta}8*koiAeF*>^34b!B7%*-
zt4L;m@>y#b+o#?>t<ugUZ^r;7<y_Uc)8~^e`LZgOp4n`G61l|x5@j<Z0OkAE0vQ11
zdr0I8D9_pz=mAA2Z~~MU?F#gOA{2BSP<nT|_WUmmp!he!8#);2hG8wki5^C{Z`@$y
z-&rK27{>r3y7-?07<rsLG7n^eJMgBz7Hj}4@J}RE=<_3+T43bkNY^PCAsZx&@V3uj
z<dZn<It#b0QY#*+l!I)kpGM5}jJQO9eysLK)pPkfC@TB>?askT9vUJKt@QtvY~)z7
zO{8y$qgaJgO7T4@Svq8*`nzOQxnRj2DCJm^qa%hT?8t;A+~Ce&$-a(a3D0e&Vu`fQ
z9ZQ6FC=#b~-sBc*7~8Srph`Q<Sd#Fz4ol<(;+{ici8!wsHzT!B6{~$LiCp5}McK><
zEcpv-fecvkUL<nGl8@OH=&?j7aKe&@?F#f*A{2BSOa9qzOsxN&Vk~)_RauH3^jN}u
zlN>;F)1x#;@-AJru~Nq8NObW(1z7S{m}tb3$fg!7sUuydu!L-oSi;*r!;*bC?T95y
zukmU@F{gtP-A}65@)unV9ew^n`lsEQk_Oqwk)&IscSI6dG9ZcS>yi=Wf+VLxDMymk
zbi|N^9hs1X8$1~#*+l(+wNh<V+aVIoQ(iP!4<<7+1Ie2^^#UEH)o~FlZQOV~vL=~e
z%4bO~w1%)9M>eap;mq-ML?gXP*UCAP^l8<q8H)_7GPTblkw5$$l+BD_k-W7)1{S#q
ziCkHvW>=tR5uw0|MQ*bz(6fk8&~X-dhuxUiC_Tk2@>W)5PAtNGlN>orEOLV`+gK^%
zETW75DPWN+V4{&lBAZ%R<Q$~y6pN4zl0|siXDo6aPCK$l&lNO2@|{Y9vad>>R6Ujd
zb;`HTe?nxhUvQ3BX>3a5TuQ|G<8ftPDsEyG9Geo6r2&7a{w*0rF8uLhDCPX|Uv$Ly
zgB_XpgBzS!6&moL#ClV-B`DgML}PX9zNB$>1zEQx(FPyOwxm^ZIWgM1vmb9e#%qrF
zdZVn$aj%PN_cv56eg3aR?Kssg+nV&eO2M`!ZGq(zTinWr!g}4-BwoB`xQZ80vpGpz
zk=&jX85iE(DKg`V95yJ43v;DP-NS3BseUHAKWS4uv+>scxJqnK(m<`&w#4qF8R$B?
z9XKSncz~QR(G%aEv^wD&=Q*|&rpBatM9USb0WpwUdkyb;^{vMawyRaz8564H?+9&s
z;_j6_O!8#X8|SGKwU4!tH~e!cn;C(%!`1>Bu=a8!f*+l>Cf#6HpvPLFzzJ)8y8=Dd
z3I!d<+BevZiSfWogSEP^8H#RNw;p(aRb&cU^b>E~V@XVjlaT~ins~cZmu;-<@><%Q
zq-zxuhTW5CUc|6DNxDI9Pa1-eM%<08YQf!ANaujNn$JoK3lbZY$O;L(yjNhr`!bw%
z1>UVR7~?(Gd@$xK1wDzAst@xYqI~=OzZco-JN0<A#(?)^O2mQp)5^S5?8GWL2E4K~
z0AAJeB_qiNc)t#%9C*J$M+|t`Q48?0aek%G4W7(|+s2Vfu2FaU+&ixTpvkGm!8ev$
zYPu~(CLMe8BR9w$>JrwCH{W(@>}vPPHVbu#MQqCzDvBAG{9J^fK7{RD@)MP|bL)ST
z_jZIO3u4ZdRFXKCbj9yfaoUHH$QAzoP&P9HN|s#9dp~{M8lYq$61hUjD!T$bln4b*
zP_o{xKo2ECLC2xwLc1}sKKrGC68~+8EFFGqW>uCNLiG5-eUltC;^UM=3c`;rUAD1O
z%4-Qfbn!nW`0;!4iD^SpWK|1({1E9nhaY5x#1G#78Gby4(~kJDd`D#;KBhtABwqH&
z-}y+7&Zs+0^98CG^KYdH?epK@9H=oY`A@QyW6430-f<mJmJ(Q^`o3g@xnRjXP|C5S
zNk<Gz*pUfKxWSXblC#QqHjEEA&J!k@&%lczE6U6aB^_IrYIm578#f-4oDy9;El6^|
zHGJ(z@)4D`b8CQ;_H{%g-H~f0ki<`^mdw!XbE+)u^GM_e{~^j|M)1fttpzgh$P-B9
z$|FCpE70?ZP~gNP&)F5|c|<7aIFHP_j*l(|yo-(0Q_Lg3XI19JBiuL1(Za+dU(sb7
zD`lKVbn!nWJn{&PH1bGfRSS=N5a~L{BV>i-5#Ih8kKBjTjy$q#Yt73BUVpY9T~=yV
zMEjfSyZkK_mwo;#ox?LmAs;3SIfZN%=^ZIVmJJl5dc0&@xlqW}P|7Lf8aiSW!j4Q7
z!VR7bg=}WuND>eKWvbbd7X+R&j~JJ`26fq*$t0YvH88!I<1q^Vz*pL7)3LBqwT8K!
zR!S;uI1~LJaSQ**SIXUzVDvw#{(!N}8&yf$XPL-L{;ibFj9{62tpzf$%-u-j$})dx
zSD<GZp}>h{K5kc_XBnZO<1F(9yD_m*eu`P<5mseREW>@19CJ)8^A=sUu~NoaMi>86
z!ZL4ykw%t@tZHGI5v1!J%a9e4WqA8%EK|g3N0wQ^zT`!p(GWdYzZhlJ<cj4A)sOkJ
zuV-9y6#digF6#nW%em(F%J5WF#j2l(NIdu@%L%Sgy<alMT)5^07|pq6IUO;sVMive
z;Ra8JYc{fxeXn<LEL(NP8S|n~EH^X7OxvPQ!n*O`<<!{K(=x-d(Hg>bW*Jmzr*F|G
z=D+5>o4ljgf1C><W?2xwN-T>d&Z(Bo2<0MGuJ#Ef@`=BNvY8Qta;>#M212<CiChWA
zvn$XOicsK0D0RC6J)sB%9Ve7K?8d}8?<ppfH?b;9jV1ckAMTsv=wTw1*XXj1l`>8!
zy7-?GLfHx<jf4_e)j}u(NY^<+AuA-I@b=FL<qVv5B$Q=W(T7MeR`z4COnpmT`<v>!
z{6|R(UIQqUjXxO}n{7Fr5^*YdL>Zfkq*#^5s6>_xRHAykWL&vW$+w}DQ^|Meh*1eU
zGEoUPcrsLSj`(~*u2Qa7O78P4YmB>5k{O!W<nVOOu%rzf4^P%46HE)Cydc6+AI^3{
z`Graw&McotY|@)_v7AXspH{7$5z3s`@&3f*6Wi-@BA@uPDVrHVC@ZW5G7!pfNaRW=
zYwQa2gd!9;5z0As1$sge3OY_Gm)VVpb>ve_C|g;TrN$LKp>W?MM-mgEEYW2fD`lKe
zbn!nWgfbUK8VMz`s)bN~icYL^ghEzGLgDS75y~^7r*wFKU*Ast`Ha^FTlvU|Z>86Z
z{EJkw`?6l6`ZE78i~+ISPXDw!kMeV}m=nvJM0&^dAz4-si|PTBappoSe-5RbSl&%X
zj9A!_iCDP7lOdK(Vys|$gPbQ)%n$a&voq7mv^^7*G;cgsSslN8T1e$n)-bk{$|qFX
z>3gsz?!cDMYV;(36`SG{Csn&<jPgZQqV{J|B5(MQQZ_S!QNC*}kbzOYg+#85^0Zxn
zo>7DXCr0_TU4foago2JUO4lyePJfCSWiAYB8A<ev!hMq*J4}r7O%@3$^f54sF8-&4
zQ67VlMn;LOYGIVWM!L>13Rxi;g|~mkC=cMY<1EUCot#nlF4{d_u;25_;$s{1A$8O0
zPuuBKpXYC*c*c`j&S4#!eYu}X##v^oNZ%5Hu~3Q4zDS>dWmHd@j7Jxi*$t(fWp1P+
z#xm^4#4_CA$*_$4oasoTRI2A{s2*pa(R|KSY|NCyk;>CdHAkj-4kjwM7-|ohpIJV=
zrCig(HwUbtZReXnr447C=cCD(B`uDYH#C}GRMTg;^GB+H?c+}59RDz7Gb3>4J=Ovl
zaOa&!<cd2VwJXr$j!@u)JD;&D(BqC!&~e=Pirtu4?>@!2^BAkL6qo36hx;ZuyqIw3
zUR}1aQpTrbbn!nWxN`(X8gVDGss(q-NY^>sAuA;A@b=Ge=VqLC#GNG)cVYt{zeCgf
zqWUer`v!(A^XZ><r(ddM9Y>bABE2KB$Z`Q$RBxAzDHmi}1*IHW`ss)v3p+9)3paQ&
z$RZbvf=Z>dCtGvom2nr0M22QqneN34W#D*|Fml02x@bDK;SO2D*^VhMS81nx!6@nT
zh*9LqkouiB^z>=f${C%!T9vDPI*EMZZ=-Bx1f6881v1ddE+lfLlQFvjJ)H;zPIU5m
zy8=C(2n8LdlegH7iH+M+OeaTJl{wJ~_f2vnG11Ajx@=>mjMIrO{-=aaw!=sxokUi(
z(8-xd*Eu>ND<qxp_Rr{K6HYtQ$qGRyqQ}xK7g?@Q{h0qaY3%dAEEMb4zT*`hn_$^U
zi8!r1rVLL-Rjm4B6D+cvpcU2oC1cEmR(=4boK}8FM~qh3k%?Bg!Jw5$*MPqm4`zqz
zb$!vR1^Mhp>&pezrKUFkT3;`?1zn}(^@59buonYiDy<yg<DqqVr`&Qrs=?>U^?m*?
zMGZLBAbWk_vnmC9ec(1&c3pD1#QDpnEBO12G_MbAhRaRw4NQ?)WKQS4f1b${%f%p*
zad^8-G4N^`F@p)WBdjOvk04y1$ZZ^^#k+VkF_p-{=qlb#*<Q_eULqryvi_C*!NDrN
z?K=2s6geAIYP*6)wdC!>7hl))k2K1;pjavI#&>POK=Ch$E^XbSCBswqlZsHrN~i4R
zJ)1r}?fke(rJWIxL3cY5IWA22S2`qhHtCCvsyyv;W8@3}EXpRujk5>%7hsJoH$DdI
z^74Os+)+o#UI4GJY$H;hlgUuw9G~aQ2upnjblB>E_-JDUqpP~nYj@#8NkO(Y>IKbk
zQOeY2xB$P_t6r`+Qp`1vgk5;0JMW5`;gXh6)_xT8a@dK=j=ex|m#pAfyHaJ!*~_Fy
zTcM!Ub8}gfOsTlpt|B(n8r?=8olLk*D6%-q&qA&4wK(l~=MKB+ZF*-8x~i0K?y)PF
zkZ+ip&Uj{>iko#Q!|$^jZuN}QEzyH^1^QbeV_?pg14ODAU$ASLkpClHov8#qq!o@2
zXYEc||1G=q)=G%=4rT>UO<Y05s)i5k`oBS!4Fc45=Y44Kseak`x%zl_dZPIimC>hj
z&qk??_fnBLE%#C<BAvs%l%|(Xyp)pE%bO@Z7_ytFlZ3CeyY7qwW9;rkW`MgBHO3}u
z!R78`#f|dr<U~4RcPH$q<?e)$?@EDk6GQMIJhSGF7V9yH9iKX1)-nnXrZbrYc;21P
zYal2FC2y!7op=8Q{cEnSd$s;NzQJ7f@@v-NsGgI*4Ohw@1J$kBQi<NuwQE;&v@`j|
z``zpMFDf70jeo|yg!RE4Bic=<Rr3VDooF|xw4Hm%uZ?@1bj`HvOIzG}1t+@JAChQ$
zu_{>mXd5}jzlgF)q3!y%!bjBgCuH9j_F0mPi=zp^x$I&&W{ba)CB4pCQo~&7P9#bK
z<&ab|YbZ4)jo20F$0VV^2@C?e0zDWA1(B;5Br)D^rC1H89kwf-5GPES)85RgBQ;~C
zU!`rwvG2E+(dyWv!X?xbX6nV!Or^^2&ztu&RT$5@Kn2VNset*IRc$z{(#*zht!Tiz
zpOW<X?G)}2tCoVba9!cNV!4D4KVG8V<VYZkmp+|reNR}e2p3{p$u>$sW?#0{@RH>Y
zm(?59YNZxr>SNhjaC4&)c=hHHa>rNW?nsXKanH$nXnKj~6-a^>9rZJd(*qeR&_E$-
zF-OxCvY7mjWZ|B+7S7PMJjD%((Wtp=`L$hvzH1Q*oVu2|8Qa)s2oj+na#WjL%L#U+
zQ`@yHgE1{j_xi4-9mk$!FQdNoaRvSZsCAcq<U*?s|Fg)()RDAPlpR(z))?`>7B9-t
zgo~;@u|JaSX_r-#|DAM!#_u6`Ios(W#=n+c^Q%Lk<c!>KM7hz?q>;FF=$<cgPYp7M
ztiFu*lJ0X*k*<l{=kJ3>Nv1MS(!JGgy}sjXN5Q)%p}@ToK4RB0p`LE)D&b+f^^>oJ
z$0wnnwGtMkT34z;e8;YALUqxivNP?%JU#WSy%4TdVxHxEaS{rgh@<<a2@r>9*{yXx
z2U7~EdR}f<Frj*8YF_HPU1vAkwQkM9Gt?Oc=HS^j2?b8UbB$ero~n$&6ZND?49VNI
zOelgPU7ZOd^U!&~ZoO+5nH3zKgo4%<+|q?6>!N8_Hley`QQ4U)F*m%wvKPX&O3V%K
zQ<G5O)bJj)D`>OfX?pE%*cD8uo~NYO{;}O~*Sa+a&kGY*Fz&sKT#?e=&b*{6QkURf
z&bT5KnbWc&bvnBTJOvwG{PkEd^9Lck_}z@Zkyg&fTahC5az%>IVY3yfbvSL@*5|S!
zB{RT^l$sh()`H85)Ie6QNUfzKwj#xjtSeHHo&kRWE%+@G8@kjUHBT-~%Aca`Yu3GR
z*l`wR9;#1jMO*Ny+1%djD9zuYW~erzi`3>jylYfmv<4Tg-QA=L=q~gX=J3@Swz+L~
z%Un#n>CdZI8nqne5Y|!JSz&LkQLAD5T}GTA4twMoHhVc7&d0~*1MH!yV=qY_AC(D;
zrTXAVjqTdYH^X_?(7a<kn&w<I9CnR*Wig+NKk|6_dp*dGRhz@%0<I>5y!YbIZt-WM
zR>EHkgGw&52W6yRp>8hhsvT^GOGhe|pp3c8*pJ(1g$wImE+{v~G6zN~wXr77^kTiO
zSY=z=*p9;Cu#cbdO5PZq!6#aRLMB(r*6T1C8btziqNnDu`O=cN&nq>z&knl_S<J19
zKj(%^yaU)|htdT22%S1RH}CCfj3U3@{n=U>zQPrF=lvMYbOp6+&Z9y#?+km3<!U3y
zc;#FrkE@ztS0fl%f8Kh`fH%XFl0Rm=TCGyc6!5fh$*aN7WNMCf|5O@5GMBk5mu9#!
z^-C%X|0Xnru$Si>*&tJ&l>8x;I9yC+sKZeOxTu6OHN%CaY<aYSsD;P#_<OcjZidTh
zUanHhXYyXvE9ar6$UHp{O=twgghz_`Ocnc;iU+Xb8un%zK_wHN3TGD)R15Qsv1&#I
z9vsU~6tPpZR?e2F>K3sx@NT(I)gPUz*1bl)k~uI&A+^{$P^Awe$5XN>$zj4AZ=J!G
zK*}qVFV<<T6$KGi9wQq>VO`jR!qm|Ovb0+emoF5TWk!l66b^0mcsha-tn<<}sA0-2
zk1AhK%kEcyB1D%^t3u?IM-hmn;#e_g?pVAg?5%p$44mSjE#{cRdg#oaENrL75iTzT
zLA5@#VFOOrvBxtgRLX;u+USO6cpP2H48WC{z#BvL1gMVrIKO`NnP<bFy|s~CDtkH;
zWq+E?9*s3iA-mVB4Hms%gy}%D-%tp~N>J8?g><x{d{Ag^pO4R!*NS5q)jU-JGIexS
z9(JNFt{*H1*#ntEakNmv|A^nCOBD+J9=0Tr5o;26Vj?nHqR5mgIeff;xprl)kcB<8
z+Rxe>yv$sPtM@jlP|*wP*cztj2aX_mD!F2L1Ti2xhNaY1)Ej$}*Y$W~d%S$6IEE0$
zvIv5O{ap_ZLU+N#R=XqNarho_c5lWT%N9$SY(8J}Sl4l9xP-E#x~_Yr5#FC23Fmm_
zeNAkd4CnKH1PvE4i0^<F(JBIbwURdQv0^QOHHfJI-6`_G8cw}=3wpZ5*>ZLacHuN~
z8&QAI7s`rxcK#ST$&Uy8AsXn;g(z$-Z1K;Si@yd)+%O;FdJ?a~<{AHD5?{Um;xQ6G
zx&-3;Bp$(c=lzFB{NieeXGr{vHk<#1#74?}14JY2BCXhh$ZX?!hYMSWnaW|NZkVYW
zW@?6+ieZ-hFw1(FWjoBW9Bvd&z6B)0?CvRSDXeEk7cMP~6tILQc05Llf?~g=+SfCp
z#>;{j62rO0I!5j0owUmJA#%sc@b#T~RzHi*=U}}^4R8oSMqP4ww7)V!Z-!`;Dvi1t
zs|V$!Y=1R|=u0^j74{Ww^9!@!%rc47XG5Gx;^!p(o5cNdAU;W=dNjm760H6PsXDil
z_%O;P*EdowVHY@grQRv8P~YR=5xPux!>6JMOne;`=q3^?=Rur8;z<%uk@&zd5ciQ_
zft#T?egg@c3+RHWbwRaM2^?HNmq`~;QG^Tbq5{30#GWpQ0*R+dJV)XI?Em#2BvD%c
zae&0xJrF}AensL%5`VW4;$aepdLeEj@rp$d7nAs35=SqF_y-dINaD>)Anqh_$x?{R
zNz7XY(L>^&NPLaNA0G?xb`q@5*hXE5N5WPKbb(VP+|sEyL{H57WQUqi*UIXkLW$}K
zsAz{sTzfpkZW8C70C53{6P81)B=Kz$Pm=h|3W!HYyz@ke_mMc*2k}M{*PjHDA<?%I
z;$#y4LE=Xw-uDL(A0m-m1u;tElzxb{B%UJiGZOcm4DmN4iZ6qxkT~NMh_gsML*jW7
z51b0|Ac>n-L+mH9=`@J*Ni16fv4X_&Bz{Zc!2yWRlGwi%;uaF;pAK;$iQkc!bq2)e
zNPL0B8`nYHLE@tI5SNjdGYHW|;)^7{LgGUkAU;ZB^h}5`5^K+b*g&FdBg7&SPm_3#
z#FsWfJVD~Fvmx##vG*K^n@OyHIm9Ls3(tjEM&cO~&y#rIJctKLyzP95dr4G=AQ~iI
zvl-%Q5*uCtaSn-JlK3?VHUxh40v!F6ge|b?0;j;fxl@6S(ZwO8ag_{aDu@W?-%@e@
zkHkZ-g!nv(TQ7vToy3h>Ao3*oFM>FY#1BdQgv19ghWH4Hk*yFV5(Ae&43c21@MAif
z^C}3N%jg0pmo+-*GN(ZaPK!n*DvWU3QYzAN68}o#yCnYfQi%7Exc)MT8%gwRgIG%9
zYb5@K#M@sD@h2p%yd2^>631?bIFZD^k@y~oKl?+7_mViU1L9T^L&FeTNW4g5_G=&>
zCh;hV+pd5(Oyc6#LTn>(^pz0ZBp9-No{pX*VXF|jz^Oty1_|^eze5nyWipDXD55%^
zr2@S`;^S9Ae40dkC&WP#=Uff3nFM21`gA*c*3s$$dKl8l1^YV{lWl(eQ@TNZi5{E0
zSHWg~H3|CYF#A-pPoMkq>2rWSeJsbPkLmdIQhJ|WTJO`#UwwKxtWU34^XV0AKD~X!
zr?->%^rWv(PXaTv_i1-FoA|Oij%LQ399Qd<<J|ZAN}tImEa5ZSfzKWo@M-3g?K^3N
z3*+~!>|SbNu82Edx*5a$6+c5$6Y@HK(-uF&ufxqh?s3QVR7&bLm|c2o>ZH25E0JTD
z)XEYqP2`VRrdmMLTF0gH62BZ3c4OisS833+2p$5<RZ0SYFnM;&R&o9w+(F*ayb_ZD
z)ocyZ3Am@Mvm0KRzEsVhBu+0-r`Zkcf?_#WYUD9(Q5mJ#j_y27@rc<F-arTcA6&ak
Al>h($

diff --git a/docs/.doctrees/apidoc/tabulous.doctree b/docs/.doctrees/apidoc/tabulous.doctree
index 842a2e855467b97652569f626d0f96716f051d72..fa8d026f303b6f46f967b8283dccfb0444a7acc8 100644
GIT binary patch
literal 273190
zcmeFa3!Gd<l|P=4$vY&0Kp+eW9YE3vlL-$&93T?juLOhu?uIz&ndzka($hV5_vE3V
zqOyuyT~-?vb$ub~vJV9j--7O<yS_ki)!!<sD8BHupn}ikcj|eo>Q<eudv8zo@c;k(
zd?a^n-@4yAr%s($ovQot*|*G?F>?m_U$~?(Q7TvW4i?77s<p9VqZQ5@tBp>M7pu+I
z8(V9yZ(Y~Qhx6-&J&oFAeYDsLXTTGqrE+DgUaYpZx5CBb@n*Tw8078eHj1Ooa;++x
zmu8pdl;&=4<xBI!+0AmZQdE8lmo^I{la<<JBR5ePy{53M*douuqkUV8dr2QGPu$R=
z{el-S3+GG}peM~%>40$lu<UwiRyc?EcuUw<DOZcFEt4aKa6zHjtd~b7n?Na{Y*u-!
zL8zEJS}8Oda1*X)R}16pYTnr7MD)i9^siprNuHSu=Qazw$WN`(l2U(ZQR(o~tkTMG
z^I1bzU(qPm8&_A#lcmDdXBQjSG;0%AZ>kn5`x@oO)f4-grCN1(l(710LHX77M)T^z
zL>YQ7?+wDeR%z8m`%R9N7P4W8__$Qu2p3*HIl}qYV2oR?--}pv0`&7Z*3T`aRfHR*
zBY*{^)xhne;Q!Bp|F41nuLbf-$5OJ^v&TyV(2?2Dk@+z6wegACWOYm#LN>ak8Nid;
zXtQ2ahnN560xI=~OBmrB1T$bPU^we#Is*AE;i1OwgV2NVLKTMXZ(3WzL(E_Il*e`z
zo8-r0xTstmtxS#;ca|&cZKdazE-!}j#tVDLiWALJ>!Lmw_`(F0RuGe2mD)(_#&Axl
zJT?ZxePg&ke}TL)uR1wCQmhxpS{Ka-7f@Ml)T)(z@azJZBT>f*2hS?4q@0@zj6cI<
zcesQzYyF;jVPc|KZxzfD*a+>E5r7dZ$`K0}Hk5%chygTjE91E!5>q*zhG3N<xmo~n
zHC`K=B#fi;ae1iTilnLuudOGOs+uBIi&ega3xFtr8quWRMM#2|VRPkRAz~mxm0CT=
zkOX;-Un5Fi2bA8FjMCRAlpX+`n-R_~SI3Hb<CDiVLA1#b_DvMZ^;Wo?_59SFPEad6
znEkNcxL=yHrP(SFk-QaX;GGJ0r_)v9-B(j44o>VF0=3nE30vKjtL-$pG<ascysOkK
zR*Pe25uT41CWum-3A}i#&|z&<gwBCE4Zr~d5)Q=QoXb-so-0?4UaW0}t3|ij*jxK$
z;}X-9FmQdKut#I#mWN*!lV64#WiSWL$-1ii!cWFKncq2C9UaOw_e}sHgI83+P;TRY
zoK>h)3L}-`HgRK9b>H>@{ZU}FymLXbSf|gItIh4(qbE0mK7p5SQ=er(>K&ssG~Zbm
zZPw~Txt*0-p}CgM3qs!#N?)N`tu+gVT@O##cG^)*Fw;Z1HI(;jHV))Y6Z{x%fMqHU
z<>Vu|H5)gAfdTWLFD(ye(-y60g3STp{DL~cROYgmDFYDB%!#QBSNdDNroKftbK%TA
zaZURGK~~kP(5J#6hV%E1SB5A(;Qmb1i(un-7pa}RAKHGF;q`DzfpGwCEn-6jt{m}9
zg!@*S4aSB$SzP=D=VJGDKK|Uz$2^#t@~-v33W^o(PoU|D(!YzUF)RJJ^b?|eeipH+
z^i%4BK%eK+KARmrFg|lcpKU+s-Tn*K?Rliztk3fZw7a{1vUT@B+FkHDfx|HWDrIof
z6h^=Q88W^3EEL*H(xcL{gVDlNN2HvXR#Fs-p-BdEngVh^C{)1=COkxi4x4h&NBST}
zp8cVXb<huSjC;7lnbp{A4_1&S{lUTT51lm!(IF-169CqnjA^-<L!t+8rNa-jfuD%O
zuhZZk6lM_7XThl`O6j{X*AWyNr!P1R+DeSS?!sU$nkZJs!2S&Hg<wgMCvN9K@zYKi
zjJyOVQ3*~U8ZGV|tBn`R)mFIQ#6AcZ;0D-G@Cs(tMuHZ7pjoIx9MB3Esg|}CE+hfm
zL~*pdvpfn;`+RU;xEmNQ)^#M&^ZSOFjoJd*E7;7&?E?5`awIrbW$VmsQb4vDbnQgx
z3Z4T$o1+(S3E@av6eP*Rd15{qa7`3WRmv(GgYD2PVq-8&{v>P`TwG$fC>SGyG19st
z%zF(=jSusDhv`k3k*vcs3zVfXLhnV9QjgFAK0*W#k@CcY!<00*YcsbSgnSGoB>CVB
z$T>7%Abmb7QpropeglPZXjyEMS{2<7a1@84Ydb@|^;}{JaO<`wQBr&)z&>dpOfe*&
zZ$He+drle=acG)t76I$zgmH`U3X}*BcKM0%8Wbjl7|#<9o-rsV;Xr96S=bth+R4#z
z3-bjiH6EiA*o7H_bAxYJp-7&>94v#k=#os3I>{@y>c0l1z=v15U3Mew>l)IlJB;Mk
z1Gi*F^3wyip)e`*z+4{J8RC2=j+0gmEanc40PUn?yS2dmC^0^gZPx;EllBmblwJ#T
z&z}7RrNDz%escUf6efinTivo*vpV2m!~>^ZxMhc+q<D;r!;-~i_*p2@GeL%*i&Egh
zD?b@N4~0n~!!Dof3LGe{GVYO2Rz|7u7#)Ws$9=LrC{lV!?w(I}6H0*(uY7&7Tf2tz
z{;nZ?Br8(1G*8x!f@2^wj^*{V#IxQ&l`y_s5-cO(b$_q~{(*$!LGX{v<L<Am)zQRB
zUeEN-VNZyhiuhB{UO$9WjS=wxG>xS}-Ffmya3m}Z%8>l@?5|N6ho0r6Xo>RKbP<$t
z&#puG13Euv_I1LEh(&fBE2Rhg7dle<Dkv(Sj2{W*v;E`yQ*jn+rF;P}T*m9qU=ew6
zce%KSR7SPJCE{|pP#rDR>hWa+XTgM;wmxK-CHEV$x@ZHfT7ViaNN$(MTBWDMIdBCP
z46PDP^5@A2$^~7v`md1oF<O-ZWn-{f)PiyqSW1Ky2dH;zX$zj=9M_@(4ckj|!g)I<
zD;2ufReG8%jou5jLa-!y(M$mU6j{$w)^kT|Rj8m)ml@eI0I8>&Pgd@BK?PAsVNrPE
znFXk28_Erd6^x-B`r^jmS+(l!V!auaW$a)|1QNY-dE+R|i*A8By1<ZeZF+<Qi6McA
zxs@_0WvD151X~FVR0=?cjB1W}-=m%aWBP*^7(LWQKOgqdg(<dl1j`ib*&2^FfMmVr
zN-7G$W$=$$q!cR+hy+MmQW=GI(UOYHJ(2~e;@*i$d9>Vw1t_v~wWm-g#b(M{RB#4q
z94(=Mn5tsko*{C*YGn^=5{NKUaltApNKelroL(91CI8SV5S&de*(^v^Csev8JY#3Q
zHV%cBtm-JgHkUW1K)k{rM<pQ#3;U(o7!(ajt>G*h8q`2qTA`IB0_s9v)tg!?vwNiK
zv-C;fMF=f&pSbY?vhEjWi~g4U=y+k`nNYx#Tfb4Soif%idsAk`)$Hd5&%;xU5-KKr
zNeZbJQn6+23{`jwpGT#YypYXnA?)vsR=NUpcu@ojo9Lnl2<oMRzmovdYG(Xd4$A(<
zyk>^TxU2hqcS)LT)z$f69?Y#^KKw^BG=eKoYou@`xRbn$%+_Erw2<9;|1)InF(KDO
zmL06`Q(b_fM?rlAl=cSv2=<3QYX6Ro8tNwh8#GN20eurk!XhAs<QD-wio!VNE+<8c
zfTp}uNOK%zVT(06`y@_O+N_p;ayI6VNe8Pxc)}(J?iGdwvzconRI;vI(L4=DvaT?=
z3W5$r;ncK)=Dl{bAgF`f8$ikN;hvu5a*xwcW+dx4St^3gN0Cwwk#9v%;?Z%h)?STL
zl6-XBYp6k1BtLDs7lm<XQ*4@A)!X0TD9<SM_EwY@9}%!moA~0>2T&y6X%kDfwJiur
zJYU>W{3(<K4`%sE@fT5;6jJP3efl;Ilva=vtv)3l9=8ej1xk*`@Yr3PS@GqkKcYzK
zWx3t*Q(|Vhb^qcyS^XN_GP{uu?;6s&4kNiW!6{jh{4~M2C`<}X;HU}OisPhJ1W9Uw
z5{tH550p@9((8e^P1}tkrPl-Pih>d|%Pq;TMM>~rmY*cQ1%*i=$yU$oeK<;5Iqpf|
z`3aO3kAZPmv$z!hJBsv-kmB#6BzQ2(Pl_KyVNyu3%QO2u4wP1qd*zuenw!<xutynj
z&+IT1DZMOr(K8!FN$`+mW3!vvGdrzoNEdbu=>=Jll=6Xgl|d{It2a<Z%%}{yk7XXG
zqB3YVPBm5;REMSs^5U<;k+8ftL-NzKZ$M!jnwFEI<;Bxg2E7-D_td|!WQ9j%5a!yw
ziw>2Mfo?yx2?ezM<E%8ux&S6mHK-Tibd735sSyd^z*ltHn$k2{-nDy5RuA*RjtE9<
z!)|9h%r8^<Fx0<0PI?rj1vNAr$!e8dOB+w1aH`(y&C*6f?#-E(+NVi~bWmm_>o{4K
zHjYG*QV&rlmNu+BbGtStqm=l_ww~T{2he9{Me;L<m!U8YgNRL2t9sjkqj=iA>7m}5
zC@nrBV4pVe0QwaulJB&Mc?+4AHmvi-EyZs_N$_BnpA^3rg-IdBt^oQj94M_IcPxOm
z4v*VZe;y^rV|eT?j%8`%8z@qGS<VtbTbbq7{Xa!X@L`s&``t)Sb`7a-erLT6w<b6+
zE0Uik$e}PPG=XDjV-Uwls|Y%^v|$x(w;nhXrN&3JeQnyMC{lVokY#DZ$}G1ekD(-Z
zFw0Mp>nKbLNw#`sFUL{R%5hHu&lXCH$G|wOS==*w4~q1Rkm7q#5<HmYC&mAU!laO5
zmuL2M94M_I_sTQ-F-nfd@Hk{SzO?aM6e+zdchNJOx1h6LjN3C?-ZiA7yM}Z^R;2cs
z-7k_HonvdmT3EgiTN`-&cV~8WhPif|m|E6tpGpGS-1!;Y1f6A@KZ7B-3{HjrXgfKA
z=fR!WA(Cvr=hML^(&jSYHx!PO&7RX{-wWNO_j>3Z+in+}1(*7u1m`Qa!cBbVXs(bG
zd+Xr9?Pe`ksOGB0J-J%7nA=lsmU6qwyNlJ_2tWTD&I9G=OAm_e7#(<%+{+OZh$#05
z!>B~7DoxpU_&P#8+jn?1Z;x&GBrVS*P5J}DH`u%=ckJkMBG0y&&f&YWG>Hl4@Ka2K
z-2fZTg`LE(hEZ$<d&r;kaAM`}xz!pwJN`x@LZ6^#-uAOShARU`0_+#k(M^I`x7h|`
zw&6I|gm;)9&aL$~cnS0?cn$f_wd6lHlK)&MuU-mQYTw|Xd9mv(?H<mf>7nskCnqXJ
z>~QxL#?H>DmA)fW9DUFC!nrp>hQ~#($is=~Am9VJUHsn>{%?W)n>#&s!bvBI)6%1D
zeVslTJ$MhWmkzpMs@GP&JB(KPTA#xUBT$$qiA`%{E8jaLKv?a@Cf8_S;6nmrJL_XY
zTcteYJh)d<VBNS^db0GCHVp*zaGJS7eefCb8rq|18{q=Aw`>ogdP}M=x^4X{ct1Qg
z5JqDW^+w-7c(ji&+jj5GVGa3D+JgAZy3puwrIYkSlq7U_-S?nrf+~W?aU`sYfFbz>
zHBX~3j_Jfn(U?XPrR01AZ*Tp8h5GzAX0m6P6JHZ(=dB~BIqwf$GA*UYpt^08QQz_%
zCIec1%N(YLt%A5q3gRw95KlsxhxYk+N~Ey{?mp<|EF1|FM26%ih|fo19D>M6$tZ}U
zICL)rahQ&gJ|jE^HJczZKfo%8BT^7Y3_*M~$~?5sucSnJ3*s#}5+;ZY$xje(Ltz|(
z$Vtg4h#$eBdm)H-(lJUPh>R1N1aXn-h+4(5AjPp@h~xi3S%`|`e^OGt#qlRN5+;re
z$xj@Ahr&3-k&}{99Oo{Yb_RMDbSaU6PQvQdIKB3dl5l_-;Q{iaD>eA|T>(BkrB?RM
zJY9<H>4wN2kHUsCYw<6xY#>eggCxYAfuf*t1P5BpDOc$yCzTHa&4MUV&_u6wPx(?5
zk9;6!XJN9^9Nt~1Ocr$t;Rv<KiHTahIoud8)SEAwtdWmfl1Mz*q7t4^$+Ul*S8ZCO
zjw#FS1rLBzXwTk79f@V{ZiPmvvv+e?_KpCP)C*+qcz8u~XK#bs&fHmEPo6z1elFWf
zdD-d~_@2}l&2)I5#P&)<X0%WuT&0}E<^l<>Qc`=t>&g3glp1x%n0_}Kpt`Ng2P5!C
z-=oz+c$cZ3)RdJn%vuHKTcKT&qt${YbSiimv<fE46&cB3H|gjBG47LZy0K6Ftn5KT
zgGv+`S1kQPddQDV`zLsmr!HSkF6ohJy38GT%KDLVlO=0&O_EBJ8Ccs-QY{4^AusF?
zKFr@Ml6m@otHTxbt5=+hc#!V%l5lL?nnLWLxG0H}lV1;p)8YD^S;s+exYUnH2BKe(
z_s?Tr%Z!l7E83ja7B12shnbr%MY*S$Zm;j#=#csxRrL+|hH#?0SwG2`DAg)+DS2;i
z^yjkwwwxcj$odm#3Ta2L?CT#;7>5_Z05oMTPe-!U*UjCZ&HMKAQ`4cw0YAy}LPVV^
zM^sX!Ds^Xnz^G{JM3hJlIg+N}$An`<@S~Q&SK(e-<IQwES$#963v`vP!}UUZsh0m5
zmkmgAwp(*MbW^2VXykUnH;Z?ci<Pk)`wDgLMBz}nABfcX1|lc@!Fq3TiPU-UARQIj
z?RC68X17U8zCtFb1fR(=wB#&RzTh-ps#g6dUAE|SHlVUar*p^^U38*XF9lPsE;=z)
zyOQ^qtPiAJds;Kn0Yd<Zpsa=fUXjEQu+)=g2;AAIVN@7=48b<}hOQd|!I(^jpf3BL
z*br2qsjne;ISS)21Ps925WF78n6h+O8$-aTh}5}xezI6jBZeT7reK^<V;F)f;9iFf
z!3h0^GbzaEwjm(mOEu~X__$>-1ShmJ1SdpMTyPJ;>ksbcu<iW@#SmOY8nJHQDZ7nF
z1l$k^D!~v~hSu8<d<jsQA^0-6qK1H8xeNj8aTY^xZ1F{tg-XM6f^_76M`uRI&*p{$
zsA*h3$ll|$2uuMX$1{hAMu7Zf`C7A7tc&V{$oZcmuvj=R{*>MTU2y&pA3?hW_-Ow}
z<Qu}tE{6evK%ye_HSXDzCv-;WC(x=tXt`eH2RJ5{|E2Tl&yrHBoxt`?{~nrR-jcEC
z`CHG&dG;+Dg5Wo#kCY!%mVFBkh>4)1lrHKQV_0MWg6~2<v#aso$i=`{o{wXsQ+4{^
zgbOSW68Ec1t^z~FWfd;~O(i)R^<L3b)}k)vuRaI*#?;g)<cg{(dgV}4eD0_9Ri90d
zt1eX<1zbxR=i49U&S1zFI@MLUx63nL=~6p~_!LD-WwZP`!l1SESop%oWTiIQ;OF{B
zPgAXtFGVipl%CFh8OTQRlCHltS{dfozV1Sx)Sw#k!nR0&o{w>4(dNr>6uypfN7vOg
z*?*g^_OWXb2ZAbjnZ?LZVX_&S=!bl89K_ACJZ<JW(Q~-cdwc`h<KQ%!08t!xqOJI%
z*7eX7ETCr3`iP(lF!qOz_eLBKvt|rW*N18n*sx~T(e4={s!$>x=hn>1_%A^Xx#S{N
z>**|~LK^9exf5lKN@t>E8iJ2~)TvEm_0OKX<u&+L-cFsTa8RUG*#|_ZP%2A0M2Okv
zmV&5jF=yd?AhH9_!nX*oc*?JrhKsr=7jY@`i1=2WRWBBrMX0uq*qI}$Fn9jt7jKd)
zIqe>kQXc%6VD|@)@-EnYe^t=QF!9x<3rQmu{XHT{aL;Yhl1G1nV(_V?Le+H$Rw&PW
zsy_iF^Qrz!uBcB%uN*#Az`C0y^y7Y2V|R!BDtO^^^Q&l=lKWMJHS0?7-|6I6Enkwx
zuUciaG6dW1R}m;*zv@5<&?CPp8snH>MSo(+0`6ClJ5p`Xe8Gvb|7rcIhy%e1<YiXB
zN_52t-l>#Pr^er}x&ZAl>Q|iuP2+x*=o|T(43T<+Ls#K=m|w;4be*WGVc{t8kAiNZ
z-7`eg?N?bD-$lP_5@n1^=QQxEUgXJJ?pIlP+fBcU$f4b@in<o_s}=!~9q_B(MtIdz
zzlu&t=9DbqQkK!Ly3)_DB9BQ08Qejz`-2bgE+q1+7L!Jdgxe(v?zye_Rf1yhtE58J
zbx3=^>Ry0ke${>CiuzUb%H>zF?smYhYK~Vro3DZwPB*`bcB!3Tbz0=y^H_<nrUd^P
z%E1{F)5*8`FD{@$!2JqgeqgjRgxl_05h!2Z>YEavN4`}w&N1JL{-pU<<c?Gw)VF#{
z_CKv}6>%VVlDsVLTg{gOWyxC^KN?>X?;}m4j8eS+`!5AZ$hr%$&<7aZNH8Cog2vX5
z$Z~J6>c^3=jRXwIPh!`iFpd>_PKuU{qlfMxJN@Ek%$$ltD_&kAXQ}P!e{IrD&!OX#
zcwlvNq`G>BOFP^0e%s?bRcMv>F1obEsTrlINfj16dCOf|D{s5$(h>z@cWI-p#a!A4
zLG5+GrM-#ps;4e3)wRqYe2Cix50`emGgVl~oxgSS#k>R@^bH)wAv1>wTS==Gyp_m*
zfAALXX+Ydoo=E&UHBdAcdJAult&l4Yuiytbywb|)8m7I&`$2$Y4)2G^6?J&&mCNB}
z-Ob|guG!UrVnW#7oVAz`UeV4MRjbO`hH9;t(7ng{i>M^{EW3SPzM<>YSb{Op%5RFQ
z@`q*rZB86oRsMgVsc$ji&rukMYr+7$iwXaLW2E*$+MPDg#s^_k=o8-JBhaeyNScCg
z6KaUyM=gW<;9hoXp;eXd>RB-%5nrlK|CNuMhrMtWjUO-keD?#96<B=$wE{<wf1K{W
zIzoyS_#7P-+U>)6drvDMs01ru8Cs=82d^qW8Bm!acn-OuhJaqV3<2wL7DKR>tb$^;
zV4_a;!#4N92BTH(@*K9n@3IDsE?4HT-n26;OOzxBYXLE_T5EICw$qMk7WX!Xa%%(^
z)@&TeohEk*Hzo?B#i5*hDz|3iMs{Lf9uo5NL?a`#e!d}_e(~R58LjlV$Dw2il&WN~
zDx1v`Anf6IMahb`MI%+&VViaHvF{Pd!8mytm6*uluBN*ax9zOd3UJ((<sUxQ-l>9@
zqdi9L@wL#@*B-wfg>i@q1F+lU*_0867{47yNo$cgR)#VZPKlnsai2K-A(Re}L2>Ym
z%8S9X&!AYUSxS^i@%ZXe8$ZU%Gxx#MUq|Wi;F+J!`#uVjMv!fT@+%xAwIDOBP7AVo
zQ1&|z^LaWpC`(b8P7TT`9OW4^C?}wFbZk)0Kw&yHC|hupX*MYCvy(?qIy?p?3fufV
zs>r>FS_bEV-swQV7jt7puCPa59F3nY<T}+O>|1eJk$gxm2OEcYMi90ZYsG}f6H(yz
zDl(@1!7I?ARV}O%_+3DH%i`6S@%Em9pP&;0Kj}e6L#zaTQ81vL-N`BmZv{{m_q~-|
z(YTLZx#B+7;cRgq)G2fz?xWQX(<bg?wHJgh$XUADgrP0E6ZhS1h^C(p^eLm2SKLRS
zeB-_kNr3LhebIQSai16yM^W3?WQWtneG$pQgXCpX9ryhZ?J;U^z6VWx<G#mH7>5(U
z030!lE$(|7M@j7jFsuyjGN;5h?pwAjwY!Y+%obv-MzK_@)aAI($}@L}aS}>L#{~H-
z6ef)z+Xm(NI7(_k&K&n89F!tTN5=-Gfx>iZP_D;Oo-u=R3ra`F2IV#src;A*Cyp}B
z2E`rs-H+1YF(|rguj*}HJ46@yZ0<$WGPnZ_Xs6>o;xhFt?qgmYjr;zYI|u3GKBd^%
z5%=kJ&Oaez+8_J~9a?pyl(_GoNN-u(_XFPEGwu^~Lfj`k$Y_Xt<Gw!wD2x04Lau1s
zN3UFQAM0?oxDSeXIuQ5KlAvi5_pt({Byk^Y(Ve*Okb`tb(=YBj!f53c_Yo-HxNn&R
z=ziQ6jh7nti7}yZANfOOcW6oSvt@_V#(fdV!HMK$M%*VWWBt!<JQwW~YEjOFroNHg
zRuslz<{5xJvZJKx>>a@|(i-`!RlbZ0UAL<0Ts6G5@r_yr`vZlYHoQbkduDjqG@^!g
zDIYx#!`sgju2>Z&`izvD;I#y`KX{F|=qSc_32DTP?+vo^hL%%=j<n>Pw*{?WeC0Hb
zhS}Hnz7s&1@qHJ$qQ;kAxr{ICa2De`P=kVza&w=j{ax*@x8W~x7hvx0a><SCP`j#|
z1C^>9*{C~)_!C^r#GVj8L;N|Tl_8?`twIFK*AU+$0m9ynT4amosv`sDSpF@iKDEf-
zl08prkt5oJZ<3c87MT||kliZ&Hu-00uTY!(BWUVtlb=Fi95$H&*ljW=R%h|-gMlkv
zg^XR!95PCDwd=CWwo#5+1|I@WcEB#%G>b6Jy_;CnI)9kUiidR`RF*^eEX=`zXo1zA
z<wlClJw^DA>2dIV)3My~a@$1GW>U(6^+dw@gJZn~O|jv35xSTS&-3=40kq%<*l;=V
zBa!g6;b#IUv*BlvD{8~(mCJ^+4rj69YwDQwmWM{;=kdcA3SF_Y?|J<2igu<}-8sR&
ziKy+IV7EZK$3By|9hC*2%F4fzZ|M5Y3Bj1Cjx)v1i3!<%n`J|7NCleu+K`u`Fb*5S
z0PHrzavpz(V<;|mA`3#1GOX4yD)cGuvLBH&1=kR2h~P&pgUjJw2keJFU4-T6_A$&v
ze5uX2l8>8*&2VjuIIi8!iQ}RaOK>;A>ksbYu);|;++9Un6gzMQX~eqyLD_A*C6DC<
zm0$-fL#x;UeCNb}04g&CUnE!55YQ`^Az(e$<cNT&5=iLdy%gV6f?j@xd|pWxK&6-N
z&s2X)_VC-XhxE$qVFx}_eJuYbdU1>fTjPZZ>}%EW6QZlTVaG?*ST|PUqt)FyVL8^B
zc4qG%W7Ow&PF6>Ua{Sv$S5(Wj>NftzS%pfaFj6UQ6E`+h_iZ20AB7#N^3DZK_&6MS
z9yX3`-yS`=xiB#S+gP`$&oUtOj?sF%I4C=^RUQ9K_Y)v(Y5?IE^#0LkWz1!J&`Y3H
z#cWO}HC6X33D8?P%KWwNCChdG>YU1>U+a#T5G*FIp^_a%;c&KfO!y%Z29M41i*)E|
zWWEybmB+WcZGF?vHGj)=omH08M0T*gvKbl8c{bUVd1_41ft)t4-4C)gXY-H}0xC>!
zAN@lgr4!LnLJuj~08PO&(2Jeihm>r>k+4Hb7?PjbxCDi9__Lf8?U0hcp7N2}GBY~F
z7p4rGSF<T><P_1lRKST+JR;129tJ%6d$UmARcyAxMXEV!VV*Sd#q;epF>vp7nnX!K
z!y1lcW!pS4qYTcy5`|NJtwfw#V%Y93G4IVNH9pMKXRCXdZqJNl9i~~J?u-%oFp89V
zgck4-B7mKgY<FqT7f?cy501MA@;|d8`Ki($qA(6sicM0hZhIU@c_!($*@s|`n2!Y5
zCk^=T#-v$>BKc05_!kZdQYUANTZY%56nOB;PliuIVN%HOJmH@iBXSlFlva#|p^>Pa
z938j%zY3+sV|2W8gGCf6y(G6gRVArM<JSB8Pzro_r5j~8(yP0MbW4Yk+<M@)tVn)(
z;7$}Kg&vs8!!kn++>7I+RRfE;HzPp1qXiy9iSdzaUwiflij-apbkCms4yC|@SAKFl
z>rl+aNFm2opX>k}C9M?qBHnx!N{Yw0I4oJ*Cp!^EdM3#5c_;-Qyz-ObD^QpeGVJon
zMsc9DV%#I2Y!6C}$LKgDnRrTiQt$>8DZM0j&nLSTrND<*zCPLeyN2|Ut|9$vR-|ZU
zoGie2WRdj-s)QLQA|DIc0<6AAJkC!<wk{z|*{Qw35zssP8NE?QST#pPaPU)Dhe}&J
zP?{5L>Vws00?f+=_&N?<!2da4;__I)UvXxkQEUw5h9>q6(Qjf7?Wm0e#nI*tx_m%R
zlbg#QiL^y@3zqHwXh@BwZo&f{FAlDP{)<o91+!Oxd&3gpa~OOCMl<1a$pg+}#C$LU
zZwvREfSljFiGAxSAua8=3$mnsB|HQjo(1p1WJwuGEjfGuv<v6fi#x$7FSbIy;7(og
z;@*i$8S1NBH_`|86zbL1jX{$P(UZWQV3J&s!3uVhjtUw{r#3@&9v1f>BSXgO7zjhL
z#Z1zQpB}8VdWsJNMj2_z>k5R30JK~HjD*vxuHXdV2djKIkzCQr2YO|zE8qlXsefB{
zfw3lul@=UfRIr<E<CO)s%$fm10so7R?#IsZxWjzo|DTuoF9rcnr>CDoxYcN-FJL<y
zLIQ=&4t1&jd<hUXyRj?56bW7^nR%tZEa|Y-1mY|G5f6eAd5y8szck)wribG{=+5FE
zyiXqM{I;I`zjc06Ap}9@Ku)B7dA(1%b^h0(ql9{BH$u|{>-=xSk+5}shUBL+{sDz?
z=nPKEv|Z=_Bu-S?fVCremyg=Sz`cU-07?oPfpH{j?$EW)|1b)t1{9hrx1E$kNLMb1
zRY-_XUse~SOuQy!-s31WKFrg@SNAYIof*kGOqO;2{SVV!1H;ItmF*6!^IHeUy$Z7$
zB_#RaxYtHDWJU5*rKh7X4poXxQfp56A{-^{`1eA$4Wp#^NPvCP#B<8yD3Y&Q>*zYa
zb+))=_<EEA4_^7n@ZX{^DP-7{Q~rA#D6JR^LnEBMv{e|^(Q&K)J5g#pMn_BX$Rb9|
z9-w<sr1X-UA*XERm0RyWgi_$cE8Qr&ksj$9(yu#=<kka!$%^Es2Nw3DUWR?w0A|Y^
z>-;NloV047L+kuj$#!dj^(ZkulI?5HPDPQ@Yk>^w{8nDM<@gem0uNsK$?<j+CWSq-
z`efJOC~2j*7e3j`P*Oa`#bL?fKH2L~q-TN*zZ<2%gI9hs{6Q2Zg$%oVvQOhcX~nol
zKH1k$YCJ~AA<6M|{_mkk=_R>)KG|<j3Ve9w>yynq9CIu>iL|6^NGr1<=?jG(S!BI|
zDq&*bei>N??GJ8%ycD*ADIVwR{MIFesaxmY2fb5Phsknko~<cI9f_^;p9PJwuJaRM
zKr7t~%e8D3hpzLV1GmYtn{}N(ADj<;6HDyjiSdPgV~I4j=hM3cV5=cenkEVdlo9|x
zNWC~<n7o}WO10lGt}jv*jE?Ea$7E##+u>c9XexrC<(jX7c2Ta`w`|~2XvN9~$k?;8
zf%eoBiDU%@JzMakf=L7dTcjoZ<RuK(!K1wJ;rZl}igW3$LT-6(;fU+t`-rO{bT&>(
z2<H~7@D=A`qeVWTcu%--XT3H)JX)*N>f?op{My)wIp%U_j@F9g#*58TZ48diS#L<F
z`TU>;pjQzDf`HP>@D;sSZ#FyE=DdOzknjyBFh2@xoR;So<koN0&q^@1X7=V-1zt22
zovLt3^d(O!X-v?Pe9Uv9($1)gdMlqW;=~j`|NK2hD_to%{Br_@&1kjk;!P4@8cl=f
zaD)AgDa=fZaaXq^AC(kY3oty29U`6t_mG#7sc95DOxLMqJJf*nb;`HOYb*AB1XLbs
zK>yH3=_}|cp>FDbK+^=p4&T9%uwn;><Tq1)hQc^zDknu_-E=zC;7>SFX`^=k<P&kN
zNSP?BcWnjSxn_=2fAAFi91{h15_QQ+=ClYMtZP#=K;%f)B&w_6VI>NuMpl{=+R=iC
z&NA?Llp-Gn>ao0gsGgS@$vRY)qKC~WQtDCiEqX{ZK<;I!0!mEs0dgnVYgv)})arF8
zj6<zrlhvAJzX?Zqrs=tNqU88UfqnAC6Yc+uBKc09<i!tZW{q2xKZ{b~!7o2qegK6@
zA<M30`@=X;T5(R4Y)>;nZgcQBN|DD1X=yI32;ylJDZNCuOSq@um)j03Tb0$*(G9g5
zX?53-Hgp)ttq)GmisYvcE<#~a=mSR~#9!e!Y1KiJLWnfd?bZh4C_(A9LEOH*1Vu`(
z4cZk$q~Vuap8po5!h>Ia^8EKGObU6n`fC4(qokGQUd5#MqU3mtjl;6VW%(;8(lbSt
zA3>?`;Fq5){~Co!A<Hgb?Jqb`T5;~7uXex@S$z+C^bs$PI08jVFVWrg)lNjI@Q`TZ
zd{?)xwyA4KmvjwjdsZa9-oYdDtT#}lOjJDZ0*U)+c2Z9=+8*Zx64qshFU?iz0^Y#a
z%~&pf8ZDyPZIIP`UyqKL%AQ0?(T<t#>!5!LQp&fW<e-z6BUzQ5E2VrJ3YVID!diIk
zp=;xtCS>48QHp#Rs7I>qsNw$1NY<gUq?8{*ky4LRhf>Pc0dgCSpP<AfA0T&_^1G}^
zey-iD9Oj=mTsv&CTJ_ukI7(W-u2*{QStvO^QedAv@i65?6v=n;bUdYOoi%P*J`bhB
zgI|8Kd<6=VLY7@&$|w$$R-A?5@!C_@S;MmjrO0E1>`sqmU)>ETQhJHb7^YYy+HD7J
zMXB)Nmu{%tNbm0&(nmUs<kkoOnia`UAAAjkNuduMDdq3sIBC^E2UE&c>2^DZzd;G|
zk#1l6Hgh%Vet5F3*Y@pTlnM`i`N{K9C`<}@w)$$v<0zg(5<8isSH9XgC^;Tu<FIUT
zU+r=fDZOROxIAK=`)=L53#Gz?Uw*PYiNd6iWtXq^N*pMyIQP(3doxOr#|SwjI-XL#
z9Ysnn(cSgcK8{l1!!KW7?F(H)`p>Q*{V*$1`wa0HA*~Br=&UK<DcchluEIBvw3Ka8
z%6_@1ld=7BH$#Ry?S460%gc_&opmJST-lbnX|fA}?u>dPQ0LsTr|;O?z&GT<7udyy
zrW{Q9TCQGfPS&gN8Fu)SeJ?dvs}|)4*%P;uRrJAuz%&q{rQ{#yX}hYzQZ{nEfl$Uy
zu-%`x$F|Fnmi#PQ!4ufrDECI_;+|(``_5szXY`YOgO|W}af3Ag$qu8<lPh`{Exj@i
zqh*`4RtBuQzMtV0J1yn@%UDC+MfYcTPm(=6S@w`#nLX^lXL#3MGEsozi1+z?gm;y(
z<IQNQZ*dc!;AOKGJ0JJs#(Spi@wfxI8e`T_ZfB)dXm;VtxR-zcsPoIu*SpGSWh?^P
z&$uB_zWcT=k^o_&8`~ER3F*{nxfMx<b+Z=wUEGKT!8PPH#%Z}rVqIpN$71)TN~Ncl
zzZmb4$M!K>zx3^6ADFJ+#5Ly^+aehpG*elGo}M4cy%`-gbX7lurm+=Y_eXNyfg@r2
z$rzHK2Kgrx#t|)YQl{;Gvd`c|rHxGe6D`Om<vw8(19!sk>nJH`h{cht2}9Sy|MyWi
z)y+#(HX&kquZ924G4Ho1H9pMK<5TxA?RS)JzI8+FgJc~h%cB2M6e;xx`7Zh=9US-a
z%h4zyJ}lD*$DMdPAuE!fDm?>*ai~&kl3J6<TX2+Tl5QJ8N%4^Y`=p5{kS9<i-$|2v
zF(m11am(<lPzpSF<tM{$Kw(nIuq%1|E*vPW7z;z=wa}k*blmFyZj>62(eX|ke-1@T
zFUjo^$4PnR*8AT?De&QyuJ_$Yk9G~|i4G&V^}vjyGddc6dSEdMlR^(T7Wfaxanh=R
zBn$jWCEKk9jzfv@k!)Xkwh={2uLasIh$iKgTaGV7De&NxpB(Q%VN%Gk)hDasC~2j*
z7xCsRP*Oa`#bL?fKH1GE(lbGZ--}Y<!7D!*z6*s(A;T`8>^>YQtr+*nC;J9UjmPLX
zBsspA{{s{$y(D+fCwmg5z=v19K3U(hGWsvxyU-5o8d5GRlD@L(kww-Us1j!E4SNmC
zHfovm#ronFPrhr(+`0S_akQHJTVKT3h!cJc<ns$^=g0!@3b+aD$wSaIK{oti90|*Y
zGbBG%``0LpL)CIpGzQM5>xPtlb~VBu(D_-x;XM^_EKR|&Qhu<kL`TX<Xtp2Pgd*Dh
zalU=gy6iP&wJgE4FoEp#Dp5yb^(yB=qqOxZ;yca+m=~+?bw^q(az5O47K?Q8eCK~K
zL{*dW%;!7bP2QgFeCK<Nj_HD%?0o0DETXUKGet18<&gWJUGnptZ--Xwd}lKDDb9E9
z(F#44OCk?gQGrqw^mTZYR|UO~TxL7o`E>2*R?G3u#`?T@y7K^D>tddtJZDR@RUq^7
zRxo0s`*67P^*yMLF#Fc-Y-e)fqrnaR71Q=;XR}~n?f*OKxj*<dpFHB2Q9l>wDWjFH
z9~~|Zfx>3DdermJCBXEV6q!zXUUUpoQi9Jq$MPPfIuT2Ph2&-Nlb$~?T~B&8XP&iG
zXIdWpd?Y$-XpprEnkEQNj>D0#;DjOh&D@PBjAQ0<QncV?IvxFdDNdAU$dh4D6!E&$
zqo29oEslP^*d_|@C4e!M95j)_k*rGqu5z6^3a7cM^XtW(W3}-@x!MXkdh~N=8TdCS
zMLrDFGg0oLYGp>U4wa>3=RGJ=>QVA7*-0}%?nTvmP-2n~kb8;f-?Ae4snxHeFb=hf
zO;+m?(f4tbXPTb-ElQ4$6xb(Ee3@v!HJJD1J9%O`v03ewI@8P=w=6G5sqo;JpDZ7Z
z!laO8*HY05I8a(~PP9~%W`x}4;9Qg<j}g)`VA#>mTT!I+65VdOC=I{dcA$h(;lnT8
zP`i<KcMa)P9Y%8NgEwSF^3w<JLSa(q14kLpzu-7&)j^Uno;1?!)&`$L3G$I{U;FkT
zij-a(bl1K;ic;ahFF$#H0)<H-&sJY;M!pj+$Fzw_4?@ZD7#oLWi~DLvqDapaSw0!1
z!h>IavV1lQlR}nVzS?CtP+H~OLtkwtN|DD1IV3t>+S5dl(o1xAeYMx1RQT}A*H?Q}
z*O1=ZHKe<;BI&ga9+_vofhuK2dCy@GhC`xyipqN)#0kf0K)wu36J*f;8%M%2=nTnE
z<^BSNaj0BQik3l7SKjl#IJ~DKj-@g@%6r;4$A6@wrLSwDV#;`uP)yrD&P#l(%Vqzc
zJE1(kc6xi6M??Q&Q`j9boraQw+8B;xjhI|39~Yu<s>;+VbGo_mk&uBeL@DxNpl+ny
zLsiL)WF0EY%EyaQq|~F-p_LEo0J-x}uSbbVK0xm5(A%>j`I*BzP#A|f#3rjXn*JD$
z;%W7!E}FJVfqU|N870R@3ha|79!>ujisU<aV(voLl@BYw+_L;DlnM`i`N{I1QJ566
z?24urteX<E-N|U$Izn!VUWHQRF+$$a^Z<&KUZOKb(^h`D?Z6o*6+ZmZ4YeC-OV^OD
z?l6*D9|T#E{Pe+I6efi}aIAd%4UUu6x^-~n!z$fwZSYo<ARp=WwQnClk<x2}j4K~j
ze!1oOQz#W4{PL6MFQPCh<k{-0eH%wfE6x5JncE~PtYhPr<zJxWc#Mt1vc-M1KcYy_
z6j@$;EauyI@XJq@4@Y5A$g;~<TZaRs73UuMY8z3CJVwYN(eag!i&3QX65U;2Z3jw)
z55IhUwQARpuI(DqYqKJ?Px<l_%B?BiDcjW<u0*#%ISwd~`WV~r`6DPIPrKohZZTyC
zl-~jT=6gP;$KDybweP2VLk}c_&+3a#Xk{gC`uXIixy~ntgUPGKJ>*RC+@5l?l-pI_
zU4-MxD-$I+$-GpkR*MyRSb4UW$Q{+e$BFdz2OmX+SXE@o9>t#!n%T+ack}k1CzlIu
z!Li_Sua7<r+MithRe)qCmp?$R=*i{u$~+gG?Lb@^u<phVAUBEQhpUS{#Lz`~qOrA$
z?vu;ED|`5`>><4}d)R@K%Ll5p`goyIesOV_9(qsqc$TZV@!HsArI^#VZ?0{H=HcZ=
zYy08l-8tPl)|ECpHp8op7J15mp`7-CUhqZ-#2s<&-8L|@+qbiAl7*4UN^P<+NZSt5
z^WV2lPE?9)D_7~Uwb!?<YvoI`!zDT|<%Epgmvf9BW&IRLfO>SfzK)nj57+*UY}?Bb
zh_(kVF&Himz=++~Suke+Wr4>Q!H5yTZ1S@B7C|<C-eb?sp3o`-*f%4Fa_qa#RBUv4
z;hX#PrEV%Vf)BIVUpn=Nqtv4d$%jJI*dn9*Q0#R$5>_X`ko*FaQ&1R3fWk@9n75)G
ztF5^bYiNEU-lw#&jDKj3oc(sLZ4}*M`3q4}P^X+DS=mMxHgw6Xph&8D#8!!uFQFvm
zl{>xka+CrOUinG<>roho#AAcu3d!G&1Em$?L?L<7(Q!-ihfr!fM#noG{|t(hUXt5|
z<4JktUd;G9N`Vird_(c?XGPMTVGjeQH&92zDA+p)x`qW3;&EOHW%UZQN~jfv&t|xH
zcKJdY>H4#8J?7V_bSBcD2!6^#s%Ah(efY}L4OYHRS-K&Z2cxc>6-469JVeqEoJJjq
z<rIDiu5sF&f;dEq0P}<bcPnW`|3BR8_K4^Qw}{{?$G<tYzEZxXn5&Hh#nEOCK0Q{*
zMKUKthNR7;*agoaBG(_B<Slth)c$Ki7mM0Y;O#M?AT4=FEI0xov2?%nNzJ47dE}cq
z&2p`3`{LNe0LtR_&E$&4?exkP6$h-h5VV)xDnc;6ZSV*ZkF5q(dKCO$HHmYJ)n>h1
zY_zt+1NVga`mT|}aI-cHzI>ag_%K6HC@t*~F_TB^b6zJZ@1Q+_*o4HDB=#I2pQVfb
z!y-|#Y(h@;%4d%`ccS8f$DAXwZCLBZsZ9!-`1h=$cypolBRla-yC)|G4Yem_*V*tG
zp|(ey84({e$;;w#<`JYz$WU4WORpyRKnsof2#g3T*&jNsH=(qmM)}pyG(l8(D~^Ok
zl?=(x$9_Kw<M6RLDH`imIHwt#UUs8Do3?7{O#V3DCsp?#2Z+Q1B#xERn194Jd~PTF
zD<}=9W66>1;Usa5b#8qJMbb2N5^l}P;DlRw<qju*jZ)yjD?d^H3ku^9^@M}5a1hj&
z*B40>`KDbQj3ZDAIyM;VQJBsQ#;G_)T0PRm!MFsapksrv9fj%4U|fS^Oq;=Q=L%ki
zQs6Ndy6^7cEa(kXRW3sEW$fVUSAuH8f(r3CkKnETmKMR&v?Xzi?PlAO)w~Vmj@tKR
znveMBDNXh}p-Vno;qkYXD^nML?}0J1$KO#$V)6HOXp}YnCcq;8X6`nPzlY(r^AP8f
zEBaHyRq+A{SEU!POR!J4`Y;R{3s?V}T+wiqUfIG`lRx>=2f~9zP`REi3$15MvJe^b
zxHWo!Ene|8+g72p2Il_S?JdHa1*QJdB4)@-0}#C*00HqrJs{4PmWmtUK>`zASuct=
z^24I-KT0Pq_%)e1{lPEEKVGf_>EIG*@tABu`?w-?(Eh&gV8*3W)s^ddu@xS~?yuMA
z(_?d`8{tIe(6wG1oY*%sRvU$RU#{-T)pqJ#8XTRh*CF9Byt`c7Q-shRGApU+z9(F#
zzs{Mjs25=o|8R{9v7TtBFh^t46Q+;^&L@R<vII`Pbf35p9u*^d{l?tZ!bqifC1vZG
zg+_cOez8uz2$Rj*Qm|=qAh!XNYCI=$xNO@q9!5!##X8F*^~P<T`VEqTw5gGZ2f-kD
zSv)neU!Hvl-l?Ju<8OVVX8f1fB*E?o#2(e@zX+v2wNns7MI3~1e@$##%CV|ji1FIY
zJgD=arwM!oD-+ZD3d@I?mThbhUEM&;NGqHT$D@|VTEX$qIlHS6^}{rU!E$Ki;VKyH
z2}s&RWa<enF*f&tNoUeWJ%tr;+vzFjwRcCKSA=|gshH!_geY^Uk7CLjs_w>i6`L|Y
z@At5ju;68+AN|2~ygT-zuvH-=<9!}k<5(FSN*b}O{EH<ydgjt>$+Pl;ddZVmg`1C?
z(*jWD=G;QAsGCEtOgD#_SJB}tiTO3PiDGrQQ5c7GIBw|Fr7$qaN;|jdAD?>Dul1u{
zmD(2N={zHPxLO!54&}hJ7|2ajCU=#q(Vg7sxiyVqVWd{CuAvobHXW$05twF=JA3AB
zDXr8RevpfrT~u*v_>Zz}*b`nyrf{LcT44vZdpgmdksVKK1S8UePm`C$jo@Ii5#}jr
ztq^Ug`3nA!mgQckJS0h1@9Cs}10@~J06Yjy6D$|}07t@>3mB4L4)uRf7)PdvlcF&)
zd4gfT<6z{y;-k(c7+we@JDi69rDLR94Ua+9gJRXp2v?1#b-qmBub-rJIHtL*BC9lz
zBCFohMfMn!%_wz8Lem5y`)nKu6Iq7jC$eXvFb<LBq+}G?tvGb*oM*e77$UNl(lJUP
zvPoE7#p(U7`Q5$J1K_@KRv))0+QkvhJY7gCT<P+8Es7DG2Cp$;f(>v}BKb+pYf%_n
zYA#VpnJ?W6L6UMuC+#gLX0Xj9EnL=^oS3N9o5PLqLcRH-$yyVtFm5DX?iQ8eg!-oa
z<2;RQHOo^JNq!XNjjBTvY5ydVWPnVo4@377gpXFvO<DMOAF*I_=%+SDTO}Ix@=C9$
zAF=T9c4(9_d?dIcd}Mwb4Ie)Mw>`thWtTw60>xa+!^({nngtmxT7Q!hDtL?tOn>lG
zZ@E!|!}pUOvf%JXygfF!q$Ljy1#J)<N>5dvPd>rn(*VkX!x_hm;E-Oqf<xBfEWzQ?
z^<rUcc(kz_j|`WK3<XVe4~j<aurQeVurTUGyO?mJcr-szXqIRsn7cN2DO?Za))nfz
z8t~7$Yxa<<sfz&*gCTYMv3Lx)T(%9n&)6scoG17wOj>k9PCy#(u9f{w8~Q~Q2YK?c
zc<8sf?O4)Y=5;rEso9D@q<MUO<RL*L`$MPic_@9TvwSKvP2enV#*r{*nIZYPJ=;(i
zhugzR(O9<td{jQSIA`tkOvIJdc{+}Fp%+ebnU0ko2d~GwZ})*2fbkXaYlY;^yw+gR
z-=Y|3B|;KX{vL&K2m>d@I@*0i)f%+?BMy>wxEU0(E`WJ+j0W9qdrW4%f$EbQas6|E
zW|;e0`e`;bKzy#~!O%J>2<r^yJ%BO~4TiqN`k+nPK4SR<82dw?n-Al7*x}0zFB6OA
z3FB<z(thhCo5-c!@89A5#)8JjEqt28d<4NM@u!YC>jccsqvFIc6Y{G4<2-D$n$#%@
z+g77YP^U;w!nT#rJ<PKg^Ojc#SvfalVcW4FdG@d^>PIYWTMCUbhHV5_gl){{qG8)I
zxa}FXZMY1AiQHM2UzyukhSk18bu3pH8_SjH)*N*;kgWsCkS=jMIpcz@M9}(!%e>`H
z3HJ^pl(BH{65bvY3MJeVJb`dedZ+q4^a=OM0LsF>fLzhFKzij0_gIIsgnP$O55Bl}
zv{=CdzC$emA8qCi`6^us`FJ<l1$}2Iq?%5D7sI|+p^}M*eJ_`7!(K2q3j7vCycEVy
zy(On34gTIJd!07;i|7vCKwdVzg1>)2=|c_t?a(wq@b^(12@C!hl3(a@KMLdU_c<w=
zADKS*`xf4Xw9x=vZA=*qJVeLJkApwQyKfKv7=U;1_XiXM4gQjlGWSGg?(L-t4q@P=
zcn5z6;~;5=J5%t-Xwa>=$7I$UsGhBGBKe~3yQw^NAozPO$~-jqI|-VC{?R6F+u-j!
z91jcr7+xk8r4Rmw@qS~$-!==MM6|~Xe#D=;?Hk82F<voDKVIFka0Zkw!vDbaWpdTN
z9ghO7wsnf4z?)ERsB@(!QQ)iTDC=wDYNx~m=24)Pb5j-t-U8~v9tB4Ih(&=fhDI5q
zK!PixK<0eWDDXPC?HL80PNTqcNQ|M!frUzi)`T`n#bUETj%z?-!i;Z`(=zxB5yJl9
zQ{J+uM2OcCs#%2iao*lDLKOUh2vNGQ`W*F%5FY|i79oCvT+s-TUb!Mf*5ND>;$WlL
z9M+55@kr6wrx9=Nju@L$A2Hgx(=Kw{7;ltk8H*uvv&7Ub7yb&BS3GWfOtuYs$>Jz}
zJTT5t5l7m7l9QLllYf!aq>U#deguCeFN?>Mhd9QU_EPuR&_|7PCFZc#3R=aVI(^HY
z%~Y%1<3?T3CD1fMJh>W2!s1DW<QENXKw%sq1SdsvO=DF$?wzTzM|B==!n>3<;E187
zj5SZE<EVQg9s{o%6r1b9V~>TF_uC%lKB9HLOp%Xx&Ga6bU7nodKBAR#Q|2Q+4a&^!
zBS!s*`G}7~ql`Wx!4*CtQ>fHO{0Y&mP^k?XsomM!$6OBkg9`etpaQsr%8ns8o?9*u
z_&zQteeez<R{g=-y`@X>`hHC4U|!#?yuGK_CpZ9JpENZ3B=zz7J`AAD>${s=QLm3)
zxx7Bs;VfR?05Md<jR}(HrS3WI^Qp&L!$u*qvD@RTPrb(%?@T*?uVyyMlY&E7BN)iZ
zokLL5vV|NNe>(kVAXgkK(=Ba7xsh6}0=Ku;CyN7cs4?tfR&Pz6gZNccv~dUVi?VIl
zyAg@p!=>f`2!|>DgPh^iHGEjok=8YgI1zl8ye#e-Uf4Ndpkx^ZX?^7N%+1t%pXh#R
zdC30IY5xsMJL*0B8k%AnO(Z_J_waN2xb6kdWK|b|Z^g>OlbCIAIJsCdZZ0&<*xN%K
z^Oz5a&Uo^y5WqhAhtBw;a8j@w-w~7)BjxWtVf=U;3G>$(lApi+JQT*^uX9o~*75Zp
zq9{3Mtt$eSQ)HfxcOk8Ro@M=KGaV~G4i@q5+t+^>fFTU-;=cxpfv*1~A?11$#vu%x
z6zgdBQE||x(BI-9p2Hpc3@?L98G|tzbZ-sSqDiLMKi~x01%yvAUB$Y0NPQH=K-Yzm
zka9l?;}8%|inc?FjTT={u}R58C{mhzQLG#K7~A4t#PA(#_55sxWS)3Z7?bFRJ{x|4
z(}@|BpF-0F37|jXNSHxkNPg;Y-pQD;cZdilMKdUU#JQ&IvmZmke%HBq7!K~KTVkh(
zGN_cgWjXZ8bYW24l7!pO#tF9T7S3&7-Et<1f$Ekdq+E)^;DV#;77~t$dDln((52*s
zC{h~T!syJTTMmeYk2by1N1l?j(LZ$B_TaQ(`lJC(6X=s0a3oBhFeE>H@<tTKAr_pJ
z%=+YZ9K0v`<lS_b66A}MaQj}IV7ory-1gNcUqLZYeUgNf@1QWa;3U&0KSPny=o3a~
zLVeQyah~G0<~^n;#Xs*ks5_8$26bxjr4PDi8fTkR$W#1Q&P`d0|9g;ov8VW>e#BDz
z{|1dRruYf2Nb$487)|ki0d9My_@8|xq?BcjACmj9ojb}e!zUTEY(L2W7V9$MpRTbq
zgTbjp<obi>dP|;?{{K9ok){7n=It@@AT9YWaKRl&|I1{eJ|lh7|Ca(NOaDKgT+#GD
zy>g}hS%<Tv|Bs;wSenqr6aU7xfT)=}<==(Mb+sGqlKnySaGEs#xrIujyLtX=P#MPa
z{JUh^ZfqckI2-%4$O82@_GJ<EmYldWtN&uz>$F+@i0)t?d09NGe^H98zH98cldf&+
zjMDc;wXIC|JJR|$qr{^@V+c(#O=YC@Uqc_yme&6O-dilK|K9Aq?Pyy6KAaRRYWfu8
zr2a`bcUu3eI1&~$F(kjJ>ANV5!};Z;Xi-!8wEnN~E~NGRvZVDNqhsaA!TnBQ-j03I
z%E3Vf;GNcAiejK?{UoHULSb-HywmyvIEd$PcQ&ohn527Qs1{8!#m>bEwuj1mius1h
zTTu)&R8B(52nyp65Kf97D$C_RV&N={KNBcYnoyZ_Lmy*X1jp0*Hp91EB<p4M2DSFK
z{9Ba9=W7?y4c(8q5hoP0C^taU1bMhO<4BlAVMu=Z@OBi&AtRg=&7!2q>wgpn_f#&O
z&Fg=d4pV|WToP`74JX*HTsXIVmCN@~3{<%!A?24S3@$jDa+w{?O3*I+FMZbi3B^jI
zUKpjB)Juml`v*N2b4XCLwiKEs&?raZNSH=pNPZgSI26Vq7@U;M8s$tJyeArEBORs$
z8YKz0uf_?sYZT6HUyTx=7^p@`Ldsqg1{WMnqp-z6QH5YxDf}B0DUCj1bSBg%?H}iv
zeQWMxiZc7Rqr6dFu%2x2d^dE@Cn3T!`&Q0PS!VxQ2t@6f{iq+Y%zgnHWz6goT#?yl
z$uXMQAA{STnf;@#R5SZ{BH!y-X~2VT6M^avzUeJjO5T2yP{8u`5ApWc;4681K|AE_
zWx7zGZ$5eZUjiu0+y9DO(Y!sqa^>w=haqntVdaCla0YGkT`~BUS-lwll$rh0V(6F5
z$XCLUFPTN3<R-`KOpuR?H;nI@VUI*3_%vaCfAAMR0*=&)Vq1wUlCPTmQMRC8HCvtf
z>t62*`(s}<i->B4hne3tQ+_OIAM=X36uva$#)SyO{hc%AnRCP-oDYX+RkDBYY=im2
zTz<4tXf)_DTw!FgQk!fHM)>g2v!mq!P|@u{^DV}z&$QwfSr0=#g|^eAC10x5u7OXD
z@0)<{&kddho7KrDi?(fp8^vw%;q3!Cc|AZLE;a_Y)(fM>k;3RTTj5W5fWKl>b>DXO
ziLQL<^YRmHCu}?IsAh3*b11ilj=-9Y1G&@2ijC3XMtK+Pz=2l{<>Vu|H5)gwFO%j;
zyhB?UXB-|k#1yxfX?~9PDMl;Z<8=5>1WMIb;?s)a3yOS!p>#h?=K%>Y4dxD!g~#L&
zMB1|`rddO-JllVi`i(A7ZI-lI7pO{4mYyoA&X3^B&osUS7n9e}^-5(cjFc`p^VxFQ
z(%27rpSIzB3g*FqA;En3kF{ria`Y@%3@s$%wob(qp(!?f73y4ulVuK)$!AO6^^sT8
zA4qnR{-N{nMJON95PKY&CJ3=#h9hAiHbe58>90d!95bDhqJ`LJbZ9)R%L((u%MI=J
zPQ3SuAAv;}u_c8iTt`b(q_8(!W-*1X?+L!mCIj1qz|Gudkassq9=iII5b1N7k*wp^
zM@*nW)PpFLsu-~`i)U&n6f#i3T>$L(WK%+JJ&KaxGcHzc&6i5tVA&HWUTT&pc%9@M
z)2yICXKpv>m~*P`jOcEK58w1f^Z_|@1`MQwvLg9u&m&P7hxX*cmP`bW!;w5SU2N7&
zkqEd4=4_M>4-xPin9ER@6a%x2s29VTH)L)Hj+u6dtjOJ&uT7L9kHIqP9Nc2@imXU}
zVsSGHlR_+JfhTE*!8>paPcex3Bn!AtLIArn`gfs(c#M9OxFVsThjXkqQ0<ygoK^;d
zh-L4@<2>mdMVnDn6{Jnw9v=TLa}+2>UuWJ<ybbH;wW8j{61c}eBaZ~G)#cQ_(M-@q
z8kYr<G>y9!ZadSsdHo~JE6C^G8$-DvIJ1Ig7KV1zMuOsKa|er@z`)Ptk3=&dx&<NQ
z&kO<5cIkx&I$j)H1>a&8L1pk;@(vc`&SCHo7>%}{G(dEpA|H&v+rs@|OB8Ya*0U6e
z7UYsl@0H~9&;7v@@GeZOl=0Mj(;24$#$5Q68uLMUB8JY=;@*i$d9>VY-AEsRuSiu}
zHwI0>3w{J>!6dmNqZRBX9ThZ^PHl$Zy0mf{<VUFJkio>VJEX__E7}JFJ9w)7$9!}k
z@I4>s6T=!F&GHwyXy%BL|MRZ6080PKNi#C(;`gu&)PsJ4-yf_X|9E{GR_S}5%n-Ir
z5cS=ymq<%q-Y@1BEECAojoy$i6L9g+gfMu?0uX`YpvP>D;COOH*9hoUY>j~CQsMIg
zw6|Gm`<Go_tiYUxg#KlP>aOBB^?I$|3fEX-+Ckfs&W!l=-OY$w`_`t|KRAO32<R3y
z0ef<kfR(bDBndlTwleh8g@!cxIV_hMt#s|?a99WwHdRH!ktAZzlK|ng8L|%MVs}aM
zlILP0)&x7rYxG>Klpe5y)=4Dw5j9hjct<=Eu(s|@wG%^Th+_1Jw&ULjjd~MvVm3je
zjyN#{9Ux2hf=Xp0KrPYPoRwfx;s?nYPRz=<6LV#uGRgFuw<B{aM-+=Fx+Ak(ab(Pw
z>(0!3$$R+zmgq@CQM}Ip)2Dnghvq%-t~3tKhoD_@hvpV&#T*(ka?GJwpwLOghdVXX
zLf24fB4djwOVVlX*L)5h<-Wn2$R#_>Q1fffxU5ia6vuLVO7MkRa$cb{2f1=1H(Hn^
zKaT9n?WxzQyK)U-dvkSSeDjU9(&x$kBB_6ZFOkmn2mitQETmW$EH&CvXg<qEv+mZI
zExA7=rm38~S}6mG2)RF`m`saL^nK_6^NAiISJWq>S1zB3^;iST2Zw;86v`5X^>S1i
z@#+crl(OP2Y8}uT3R07R)KDBOeJYwt60hX?!0~G|h)<A#=nwvf{NwA?(#nZn$`-V8
zVr_=XiRH1%2}(*UJlHInVE1+JFzQHH&FCG{*Skw4*w5!f3{k9KP~BOB4Tl%aOilMa
z5Ut2p*(xI_927;Y&_{SMYGqVHM4Vv86RSixA$m)`TpcU!9fC-yIgr~;%-B#4(m?~c
zT4iiF`nwBN1xKE)OQD}LyUu83C?I=*DS^WDv+B&Qk^nuBFujUki6IMOr6P7;&T#4`
zK2K7R++U5T4>pq5=>BTBAQB|e8TFRlkIi^LJls`VZ}fVBWBkOKWt;R8fCW)g{<F3g
zJ)8b4sN{d?1dgHv2H5VKVQ89QA^$}<61I@fko+ds%TO3cq{vCpm^Ta53uT?=<$`oF
z$Cdu9^YZU-XwQsyY;B4nA*t?gu|CIKi|((Z<E1Mbj{$Z&IU>8vH;iqg?>7WAQpZ*S
zr9VpnWq;{Ry$59~+W)&)hxD~l_lDzt!;vrnWk`Mk`gIh>A)uTTT|mha2$4pIfX0_(
z9>t+k3uwEwnD+v%qvGKE@RJ#tc?@bMp<Jx{2{yr;FCP)Ysoc>8blyhY2S_l%`k-k7
z4Z0jh!UU8d`3dOJD2ziuIVl+h^kf{m7Xo?$9izm9novO7KhBr%tnNhGCA>r8OL#0`
z31`D1PI;^qTta59b@eXlNG$QS0vdTFzD%>FE!+`ck@I3+9L-Yn!)@P%yJy97UM~gm
zNZs-lIJ|mn>*PeG=$-p&7^0~u-EftX`*MNkIk1<K_wgK9)Ey%S_HqMM7sF&Zuxl-X
ztfnlKVb&J)UJLD#=fG;visit_NU|K*0Wt2klvG$RVqr)mka5N0DkTT>c6gNMy(Y+|
zCGVBnL_dZwmTMB>%I&Pxb0r!x=O!oMOq=Li9qk{KRwlTefb|Eram*xns~*IEbe_8S
zbL^EQT!$~3TvKf1SRBtocqMvYOVWmQc`#|BHWAnEW?Z`~1=oT*NuyO4%>u4Rl$7R&
zOU6JgR?B3WaJW)#G+S?MiKSc?806uhgN%oU%gy4r@?>~44a;&gfwABMlFMKO!zbX2
z<Mf*uMZV}uUf0(w*0tsyQQcP(5&b3d^h!bWY#{mza0l{4^TP$SP@ufC44Z2rT0<Ed
z!J>~P5PCQf{CCLH43qbQK}T#<pc$L>Mf5{a9zqx04@Bbf1nb5BB<ea(h;wn7162GH
z+ME8Ys%42f`FTWeJI!-Hc~l#k&ryKj^YD)lz3@mHIDtTcBfek@oF~ZsuI;3$cOq3R
zpPmoCtTvm?;w^54_+OGEG!L`*d4TVmW({;fnhWe$0PVrU{jLg2YsEwq9S>3tPXx(@
zhu}!z34Wo#*#u@e!XpqD*UyqQ!3F}?AFNN*Rb5!-LHl*k-cwi@Bi(Kykt<zT2>Xe!
za5JR|OkRdJTxc$-j9G+c!2%u|X=0;9LVOgJJCa9Kd@f4FAYFVGLjTXB3`!(Ef0YQ5
zix0s`AU<|(iAZs|<7dg5phDpKgCJ2?b@5pM?RP<YPw`=lOd>vn{gL?KE$<^@7MV(^
zu(A~79LtPkUe9eQYYDkRvso{XOg4+K<Zy)Zu|fJCW8py<bto$v7^{so;6<<uN%W=I
z<w@fp1x>uBO)X8h^nAHQBAS4cpD#sw*F4PkyHLT%dt{y8F5i&(+op^YQ2dyJQPGA@
z=`rMuT4;AZ?!%G>+Zq5`cl$v)GyKvWpG9FD=?(^<#emGv*d3w=aE#P>4U(cpGQ$Ch
z!j!}t4d-RZ)gLe_+;dx9Q;H-i_!mMAnFvwK;7xEZZOl)*6>K7PpYiDf-6e%DJriSA
z9KpxWT54lBqnj#aIL4Voe&98OS*=cvj}+^<<AixQ)cHVUAf6(4{lV`zY?6pCcnfL7
zDmR~y-PRKarbEgr6>gPqwjow46{PBISt=D4ogpd}_9s`gQh{E@Dix?2Udel$#aL{J
z{25P!ag<xr%Xhhr#&MpyP<d55!*P&eIFx3F@lZUicD~mdV7}XR_c0<z$v1?1yIZI*
zsBnNXPBA1TVj#5p8<HVOM`A;AGBkx~^g$VF&CH2;3|Df(QfK#k6vkml7=Xi&#Dk+N
zag5Z4gdk-wB#es49AHNtL{b%;M5r+g$x67_0YhS+PQsY<Qk<zl$?<W_U{FpFg6J|R
zCq(iYyp-Ve2iJ1gL<Z#u(uf(9eX`qL21QT_0fA+xy$#A60hN`$wa67UDD=u@P*{(%
z7?fjK2F25uAkha;v1kY8q=-KFYuXtR)qRSRJ6iM+-3C|Hn)CS=KFD?<@i82C$TxJ|
zZBrSQ$!L65(va9_d>Wei8jS}~7>Chd0NzI9VH~4ZMuSn|XEY*-3O+@sF^tB0;a&%f
zMtu4RgVF4=|0Beh8jJVy@ylQ=j&Elyj#rGu>`l~I%p(7I=YDy5>V0%{Xt!tZ_U%$s
zJo*q+g0Zj+vA3}}3{aV|=qFdySkNn%v0y#cqFK{@At5vGrC5N5Ub1EBSi`ov+w!u9
zYh@4VRjh}!K6WM3Kc%+{ACxB=j<^oeN~__J38)}f1G;c-u?qRDVxvX!PWOaIUI6)j
zQvHjS>>gr-L!yll0wpQfy-2(xU$5<<YhCbl_y%kOr5}c=OpaHLn^fj|RmpoM423G}
zelGuoMk~WBvRCpFC^dIt4xpNK*(d=rf11WCk0-{Af0`!RfflRR<>6=Sz8(_|%l_M}
zDE?WVi1y%x<Tcd!iSnrPqQ0^+is**khjF|Q9@$h|PxKnzO_^n!$F$n#ah95I<qzpq
zR`8I}?z70XPW>xU>d{iWmqAmoIllFie}^Ms<!KDbZ_d3Fg>iUHoD_|53n6<dR1#;b
z^(-380{5MGA5wc%?ee)uA>}{Q!SZ9_{do87YKs9F(%}9O`$H%On!Qg#$|ER@LmD_K
z*3q6#O_VW-evPA~9dC|>C0^Q&xb8oD%xArU>Nyzo+%Ey5Vft$tY1wEkX1Q%jX%2f%
z=q2%|u9}vesoPxLdZMH(fu;#m(`p<EQ%wxXZ(eOcVI0E9N$Heo+JyHZt*BBZm{L$r
zr-S9k!YlCZ+f@?-@K#NuC<dyUl92Ku6viP9oD_f6^fDYJ?RaNXO^ga%(|F8hy+K0N
zv>=KfY#Pa<*y%Qum1zIp2~88|qdRdVOdl~MzsYnj3geJKPKu_FWXYCy&gpA7bXu{b
z9Z9K%zCy<+fstXH$Rw1V-D>hXl&PqIK2C`@RHVE1V%AxxX~qPUA^8dD0Vs?^KshNH
z1@tH!x)%a^1a!$vmU#?nLIG|6INxewje4hUt4R&qO=S-P$+__}R-%ruBtk?%@LXt=
zHt}1ULu*a~0?hNgJkdbYm#4yQUOU<Lc$Lm>HQ8Z^rlxdLY&E%typQEb7C5(>j2oc3
zo=mpYq-+sn)tW2AtZg;f1MQM;HMtsEv8^U#Bz?A;Wc}E7(o`CiCo-y7+K&i4Pom!l
zkMb4Q?c~z3(PUM8qe+?U9x%3<w0lejWWgH<P=9bU$Fnc~se>5xx9h1%%1;+(j=xgf
zVgd=VfgB4)+io;T(K6!SyBYu9nSy`8J4hq8-9(}4vrxRJ=lt_}+5ag(9NR^bgK9IH
zw^(o)++vlp;+Au7iM|<trVhE5u%r?1PDB^4<mPmd9VH)v_TV6E8vz!P1f1xmNEPTe
zC4Xs!&F2zzg4cEvWLT{seSr?N+ZymJe+I((x#!c8ir_y<XZnMO5)s0+0_P^#W%3{;
zMpx11+~m7V7~><8X|6VqY0NhcD8u#7j9c2KfsJe$nG$yv%?PCvI*}LRawq<j{Gy}&
zcp_%$qDMAC{F2d<P4u2l)Cn$n1leEo@`*SJ(&yhmGBh~wY$||D$v;WgcDa0zoh$o8
zd(%~Q2q0sB5&<NGMg)-CJxvIwZmZK^B9`c4HXnMtj<Q78a58QtW#RE^zS9yxa-kwP
z{zB#2%fx4#>*q*dE+KIJ!RAC=)ioB`t8yW<_Y@e$$Rq+o*zXdUHL{cx-|ED3Mrn6C
zU6Y7Ey7Vl9?(d@fNhCe{5<zn5Avg)7=Mw9_Fk!3P?{o?YTz~M|L|xUThj8cB(B4ye
z7$cKN4*`gz2XD!DItee0bCNDi>)QZsxL{|lkRuKnI5^yJ!pVnYaMEG3I0j!ogEJ9n
z!jhba*eEu0&0229j<e6X_?)fhoV{bm-~xO5a<x&c%NInVt-j=fEtj8j8G8#8YEV8W
z+FyruCt3qb*Bsb-hcWKj5eVTzg<v64b2$qlaOwkm*mx1{`tW1S2|Co_Ef0s%voq>P
zrnj`^#iAWMqHz<<m?v&Uy`bFqd?s$p9E@HU!XK8t;gdk0pNpZrm=D11v}H=i@`2Bp
zHMgS71KsZ@9vT$lqaV2_`X{1V?4ZG=@pl=UFr<ufBP#!vR+Em>Z_!cmsiXZL`G)S)
z(Z(sKH8)Wmt)!Gtp7+b~&OHZAfZNryujtK!MzQsj)5W})d3q$ll+_2L80d-~L-Hf#
zC=|w#uI2#nl?Wl5x|opPRsOi=o>~|diAJy=d4W+7`*V<-w0TjQ5arwPViLg<r9G2J
zn)>-ApBEq@@ziX|RTxPkU0%g0UI6yn!aWiqi!*uAoo<%`=UJ`k^T`#hHKkXvN=~YP
zvQ}~q2y@`4BhAgsaxBGbjN;BDO7Z~9%M2|U885CTqZ|4J2#g7!+jbv4xl_I&oa{!S
zwuN{@QAV^T(3ICnGHk_?4)wAR8YR$_H=!7)resKdn(|f@1|<djwTOGVq>vsYSCx@;
z1bfK~3{_cxdmT`fmKh;*WzS@iD$7yMwA9K{ya1G?g@4}4^7GISrYyfeuBfu4S5u=b
zkAa}ettThywFwBM_QBB+{f^T2L3n{vLxvMw)ibm!RK+0Q>Ru$(5`CPi<H&V8Df*y`
zAU?_WT;_>JhUfJNmoDj9du^5dnbAsD`406!ps)or)jfJx0`zR8qDu8yVmwF|kX-9p
z?SExoZED}g{zcRVe<3e3jFF|#*|(;9>AAYb)dvbS7mJ{&?=HAiD2ziM7=X4o4#5D3
zJz+Dcq}JIyfMcXC_-I$NO_rzCGdOs;0s8_-e~^StXW%5*Ln+QCeZ<{$+gnhKj*a-$
zC`^hGx7KY3I7-?v_b86^8g;)=&o;ZGmch4R#&^Jf(XEGYU3y{WsMqpeTq#<;7CqH^
zAUjY6PH)-)$`$sN?ck@~fgYGIe~Yw%dJ}S2HybiSj(KdBo0Z})oPi6+P*z8a%K3xg
zJOLt-5%xvPw;6BM6{opWb}M<Bb%iD@)f8RuZ4&Lq`x%LVZAq8s=>88i2b80)<2`DZ
zN9Q537y$74q)pKwd59c&29~p6J_Vr6>H9RfqD~*ZayWef>u{E>`|FqxxP3nv(u4E2
z3UU5GlHC5^vDgVPsv}0<(#~~T5^G@u(?ZC&c@ux?7VcYogoQ7r%bbrR@sNB&*yy%{
z8!;+!S~GYqk4aK&UKMJ`ehf{0J(u63Fb+G$0K7eyIp<+cn5s*(YP#(+)oMC=x;Fj2
zS*Y(S!nt8>w{*0zVM*9@7*2xSbKz|A^<45OM#o0{WE3XFh+93EvvHK(c`j^FbW5O$
zpc;im>LmCPnI}f(<tuQn1D;Dvc?##HM=Fe3+XuN`@bF(;=l3K!v!O!d1&$Q;78{Zc
z=T5={bZlt1ck%X~PJ*BkoCM1Nd#8r32UO-Iyn<X&FM(dUyad+cEMCI;Xze`j@By?1
z$JLI9)RW4zLw=%cdN}CiE65J<z4u6_=RoN$D2)t{A;C#;Z%2j3$8UIxd_%aqtA2w*
zzmfEirC0vv#C=dwk=SMUM`-HnGJG0^aTpK=;BXn@m1SSTG18ikw%f1TxD1R6KjRU}
zRB#8O#xNdlfO{P<9=53@>__iJnd;(O_!wp|At#C;)n#K&jKbpJHw3Rgc$~x9qX^a1
zD<-5x8nH9tekHrD#~)@(9%l+F!Gu_b+1rH7J71WP`Q(b45PIb@A*{z)OvoBi-Q{IG
zoJ$Pw26u>=_c9yw74727D7ix)H%vvF(*L7?q3WueKCC|G;RyMLE@$H-=5!>cJXz9_
z*g%{BO??f-*(i*|KrjG@frw|rFT*iX8;FeA@FZ;7iIZTDDLI>bW6CCqfyR_cNO=Vc
zlVZfJG3CuTO4>2co(*TL@^cF!T@oBm=rP=a6>zTuZh@{ag+tKYY&cV1)D<|Kk6Z><
zAkq2bA0v4E!95%{kt@(o8ZlSk!?N4D&2YE^f=X}&EJN$<3Va1nSv2`oaz$MMdgXEj
zSdX)~0&7_*x0f@p(iKV4cevewbzbfOe@Q!sV6luKc>}{G@Hj2wr+jej!r|i<JSyK1
z*1H-ts!WO;gA@_tpCko|9fGHzsjovY{{qYdbC?GP;BW}y5#u2^Mq1;LHDY8`_?d=C
zo`NUIz!;|Czu{g7OoKUfgmLJN2vhU$2p7W)<{{B(;?E<p(jT1eEiy`^_<cGuwA(|x
zy=SsfPzmP2GQ8gAVJo0A^Kb>ZqUM2Kxy%FWF_;Ip6cYM)JS&ckfL_W|EA@tL4~QL+
zJsg!iq*t*XcI1HA{MN!qrFa%yI?t~qUuDdV*TyC*<TH&Ula<<JV~`$r0L!I^>30T|
zmWJU<a#HMK<u&=eYiZ6RU&?&;=(WH+ByKG|S$axau@);AKLgR;E89+0MKS*nZE?@m
zeG|pO(<-&mLZz{Buv*+ROt{UHz)=y|LWM~ptE1i1*Me`71lTN-k9Ce%5WJSWjA&E+
z(9@ZFX-D)E0>w@3cpiQe3NqkI@94YHj-tok{5>?qbO#^MfPbI<R?o-xhjmj;1S0yQ
zi5xWGZE3BEIC<uEq(|)gMjV6c#YwnL1lOw0eYQ7<7l00uLl<>j(UkLcPF6?B*Gz5S
z@%burgDJ`f$Q4zT^lEC<&@oiN&n`3zZIsZVO-(H^B}Cd~P(h0#@XjfqpYm~Zc*v*%
zdQ`TZE(&PAWRXxm${l@9KP5Y#R{2Ea2Tzih#gtF*HgX%HmTcN*(S>ZP*@p<#KJ%by
z0_`)~^Kq_yYz&B|aPU2#KCAZm1H40MAI4<nOcKUs(LRsx7Z5*<T<UJPul9K^@QZ1m
zA#z2v551Zi?Q^V@Zu(jHHY&)B;q}HD^w0tNn>y$XT@GAK>kVBZ+fEl{#9T(A^yzR3
zjbz@|)zXM0BduDB7!ef6%ce>#?Lm8rs-*@rO`w)0JRj$3$;JRhEnNt2%c_>fNRPNv
z#F$Lg(#3E)lUfol0JS8?F6z3kT6!;ZgQ=z4$rV*g^lEC<(os|&wEKF8)gvN}oSG;c
z??%E+cD{W{%VF}_{5q&lYz*Yqt-EFqxf1bUl&Cu)+R8*fPoHET(`?$ph(Ye<vL(C#
zzdep$Fj^ToZu|NZfx<EgA_%=7B9Ko?fZhyO<_P?|k^rm1MIGRX_~1L_HAK}aUr}bh
zCzEmT0!gXAlptetAH#d$@%;~5U-VFTi6OMqAmw%6bT)m4|8m@-=y1Pq<~m`(;7Yey
zGcLl+c5oWJreH3oY=D~}K7R(fA%xTd@jf!61Q`26$6Ji!9Rsm(3~vPsm>Hg~Qq`^*
z;rQ=a_q5Lo%oCH|#-;t%Nj8y7z2C>+{l@roBs4YoG>7RP!71^lj`?gH6XO-bOvtPD
zk8>++mDi~|x%U?^lFE^;BpI6Tqaqk}geicCg5V?2D66YLfQ75TlmvAZJ_fg)u0mel
zJhbA>LZjFi$_>E>&Z%h_+EE(`ilfaPOawu(%;k?n5*OWqX;w6(KwEJM4|Kd(I|(V6
zAn#ymYz~8uz~})dbpu4VHOWrrt-`x74^bIPZ9l=a&@TDuyai~*PUj_~#ZKoHG!jYK
zOq9pU?i)BNDP-(0YfL)Gi=<x<kMd>h5pu~Q<nuw!#Tl*PX`6Dpiq&GhJengZTymt>
zSg|o$FOL-AEHDzRoLeu9!*z8mS8g`Mv0zoW*I--LK-#jsL@KD@&7_n4!7aS6!nM%_
zM^(=Xtsf;5h%Mo}XuW>N4ry<<9l7_&f!vY%j@-Uu2RY8H_@c=&EV068=-8=d&B=*M
zaofb$pk%>7uF<U1|3H%kd&<pHt}r%MCYi`W1&$Jhucwa}$Y1n3>f?o7<<VV}Wnfqp
z+D+1oCEw$x&7<%TN3Vn)UuNmEG1K0kh++JsvD=^#xF^fQ1LO2Z@3;O6V?<i3p}9`e
z>K!}UFi=pp5`8Y}2h}K_FhFs^FzI|w+Ch^78m4}Qg=3LjA#ofo)w7^|B-MCJzNRM(
z3WSc#%)}N0+pg(-7ue0>#)rujjT`BeBW?`X9MpjF!GhC41s~kx`S0~~S#CXBtb+_b
zCp~(At=sX{yjG#K26(e}dyAM%IFqxqhzVV30OtBy5Z{GDld)~|`O;ExBV4kXtq8&l
zY{I;jE@bS!9N*wqM8NukUnG&U(h_L#GueXn?0D!|x<lpO7cOPIIaRJ?wr-g-0}KxQ
zFI>WYTQ9h2#L7`G!fP|e%ELl|4T6(lui}Xw*-VrjRZ~}%i+hT72%RsQnVJRngh!h%
zw0s5>R(4kiHVm52JNd#~I_xODkD2evuY;2>3nRl5wFXu8Lph-IQvL_|7GJZTJ6*ju
z*sM(q<cNhF;y<ogGmxtkMv4`2V@s_HUleWDYL#Yrg5A6}M{dHK*l)YbjWVoo59LPS
zAwbc7ELO?t_Za^X!0VI6E~Fe*U99VTzm&r<Mk_;U+fxn%3UhMQl*3^XpyyIg;{7NC
zF<;83uy)EFsdT7iJ5|z<JnInA9}JP#7+Hs<ra+6%#DCEHbOGKcj~s-pXL=6eeb0=^
zMOkK~MtA}w@Xd-0qwGYpBHN%T7X27mimT}3dLrle#43!_tfgWWsc#W-q~FwKXb(;_
zmTqV;D)g#%_t&3pz>%=8KQSafZT3bK#!=SDNzqtIR?T!P!WnM;j2@|)5l<UV@$Gnz
z(iTB#h{)H=!g(MQwBo9zoEWr4hROZGyXipsvG)@=F?M6Y0F3X1xlarFcN8PQBqa$c
z-$Y>?lEO)`%D^n}G>ox-6vs$A_7n*j^WbBEi;lJ)qTq{v@GdZ$UT3iVFHWyrJoxO>
z_4MgNd&SP>U9?&Ea&&(M)ze87$zdprLp(Ssmn>2;I7<}OKwM8jSnR&8ne!-quni!z
zq<OfkF*z|&t2c)m<Ar+jMU%B=vC+Db%=0bqEW|*pbNa}uVXcRiTC97`TqA0FvyVI?
zXk>rrgl)nJ!%WWU&=j)jz9#1q90^k-49QREx1%r)N#UeutfSMK)*t!mml_V;3;l8p
z9V25>wjWeKR^N!zYu7KF)xP@W%_s({Uy?}8?I;W`HJX0eZ_OGp-N>ar**=V-q|qXb
z#!On|fLN?;QzWzLQ-U=9mrmW6aq2Ls`*&!XK$ZL#j)bWahU6#TKSg02LcvMNs7n5b
zL-#_JJW0nWfhtMD>VvjmZUoM1UsZA>ih-(<B%~aN!r-K6s-%x(vBZpHf9Ml#BZ`zp
zoiI8xsguLpc{-b3nadv+bjrVVQm?{E#dOQ%&@_Q=DdI?&Zed7%x}|}_IHZJ=qUn|e
zB%{hQo}9nF?#c~#7kZ&%uBT(=$H80i?%TZ&24MKC?%?<RC<Yq*CL!e`D2ziGI4RcA
zwrPuh#X&rWdl=SMv@-@7RLby|(V*)aH2h66#U929whIWKV!k%z=O_khQ<9MK2NcF3
zAe@wBHf8Q5m?2JMQ&>0jF-{oh_9N>%R-?k7mqtbWts9jbPAg_q4u_@*jLIO6gc%iv
z<fjr(Ltz|Z!b#DL%0guw4YMkJ<T)eA*@Ab%Q_n2h&(t#%Dy5#ekPeq06G!m=+tmgG
z@U|-xC<ba*l92LJ6viPBoD^@n65=49<K0=i!f4QS4r*7D%(D041lt9K&oW=TayN>B
z+La`vd=7<i2nZ)7nO%7hMM`5=SU2=BPH0ySvXur{4GMoy8Wi!jZcu)P6Nwp=A3@Uu
z2IVOn2{R}R$xj!~z7+EY9P+_Q(F_VR6z*)Q&5#^|gL^8L&Ki<s&?j?k8C5JvxP3fM
zuwAimZu=^h=b;#=Vo5^EW)ub&99^-HY8^4{`sg3}oZE&XrBN)5&V-7k{o}lH-&*C7
zwsOCJn3cFSHi%{A4YJOx70!mwTa?FI!9}nRsFZw@MJQgqA9W^Hy?-z?@~GaA*0bsH
z^WxkC0!fMx?}fte-WS)wa@!%$A>SPX&G?RiabBQ2xTib@N9#8RN64mv!D062;8pbQ
zjsbO(ffy0l1V*M@-BYfP)%LIx4OsafZ_CV1`^^ZiH{@O4jBvcN8Nsj56j!T94sIn7
zY_Gzzyk25N0B<w8sOOB6ZDn{fyvtO$s+CvdTHDHSJG4u_mElHc#kMjK0cKknJXs)1
zIHrlf6FGrGf#u<T1G#8?=wC1$a48y6q$rIT>*91T^n{DkV6wMG{ibDqpCvDHerGtD
zTz#6dN0&?=x%v{c>x^6_<wYc5!AA)r*zOHB%x>#LTJilYN~@bVC&A;?_O~3lDJLd;
zj;XdBd~^v04UUT1O^cP~E*76hrKJvjL;(APA9CCzdsU`~{cv&YC0k3dABOHLBO5~s
zxyIxO`-^<7YKPz^Hv+;??8r50xn`-*gk3_p(Lyx``-dhQ#jyo&GFJgM!HiG9-WbC4
zJ%xQR5U_bhyohcssum^+^)lZd15^BPtP{~BYV#b7&lAS@XcIX+%uSE*(3XpS>I6r9
zpcDB|28??e67l6bQ%K*aLOZ83%#*?ycIbr`{&~&I#|bx9T|{=RL{bLdC|j_zT&#=@
zSIUj1@_910a|3>!O@EI4l8;)_+MhSJ<Q9(wmlnwGv}Um`cXz0_Btz&J<(`izTUAw(
zF<M2Q?hpFOKP!1*^+ja3BpD;Mv3;@5>e}ZVP&9JmK#m+*CyF?8wK~}xur{}TeU6-_
zMzj*)%lb<B8ki*1`yxBhU=E2{F(X`DDFdm6$}qI7Rd*@ip<aZ`jgx*;=f-mrapO6R
z8z;g)%mnB1#ta}osisWx;`k8H2$u>9isKWdLZjSJY0yeeISJZ5oq|gZM10O|VH8|M
zDR4ikx?JIY6Z={;KU>^8Q7Mm>o2?roOBwq(Rd5-+TTkb{CTPND%RqO+q}l5a7(atc
zprMrMJ|Y@I`>;QBx&uOq(`hi}nA6RX;yF+qT$YG|4z|>rz9bFwUTB0myz?Qd8>^96
zq7@Y3;RGzd4jvE6@E<=;164EEwh>%-W_IoeFMp%rV^Z~D3OGF1e&))N^LQ4tjfvr*
zZTo}c+VGdi+aNr{wHdaphCI50J-XcEtp~A3g^m|K5Z-IPKT(9QQn_l|2I<i@Oc?m-
zC)%->!AlmvxD#1n`x8G)uIT<mdKKHBNH@l<<eR_JZOpqTJOb2rrN}~D`-ZfGK;5&$
zN0mo2>_ywEye8!~v_`46r`!9){)>o(qM-aTvp+Ce89LgYD<n{uK&$)2z9|91n=<Z>
zWcImnwVD8N?vvyX52_C<1Iy1DO0{k5DM?cDZDSETf+xvqjBR7Y@Cs=c)=0Z2RU6fg
zvoF)fTpvB3vs-Qb(Km~omu|CIYzk0vGVbQ;N9jeg&WAu#%pMwb^2_Ms(_%N*i8#^N
zYS0Eog>Py7CL9S{4Pr=sI_DA;#*x(Lq-d)_9ox-Sz<ZQ-iAZy!bszP{a6YImmUVAo
zJA1a%A@pPHBu<81nKJ<Il7m;G7--2s5>oySg>lFTCnfG~+x_Zy;uvX1J<C2WMuG0i
zq3eQ4=H16}dhO!D=bi7m;1^H~R6{2r<v&pvhj?&Ov~|JQek~pW$L{Nf_lGEcn$<$q
zIep~SsM5ne9pJLLn$qkePYK_G{h`zLXPh?7-uxb#Ca6AGa5?6_pt^)1`KiT2Q5c7?
za8h*E(b_R0A+|ir^3Ya&unq@Lt7I5dN}F;F^vU#vP%V>$+h^kh+qDemwy&1C48=gT
zOcGLdpfI@LXj+C99B|cQt3IfrNNMy5qcfpCY5zE{KCp%jX{!&O6|X+v(Hp5k5Nq90
z9l~7DGRk@_NuTgKgs5AwI)tx5w3WUNfj|NdtwWe*VJtnK?jatMg7Q5}IcSb$fQ^F;
zpBFDnXo?I<o2Z$z^gizJ-G)qSIx{>a#oBNLuPrDA|3r{jp}{~BQjDDBzZe}hqv;Xg
zEXz*Mo7lIW9S^J}$cQBJRi-=OU8agv&AB4KYVtey7_^JB-62oI*>baR<Z-oiBTIF^
z9a^z^10txb-XIw#NZ0uRi_=lQi7a6mC(?bsJpDy@lrL((gIrpUUtGDhRD_jKSR@5$
zkxSBi{YS1$w|PoBO~FG1ra$-^M-vHIU3}ERk9s@Za$;1OL~KiWoZ3C%1~{Z~7!EMI
zhF3O`uO!Hsxi!jh<zN}HR2ze1#g4Z9JZQYe$m)uY3XWqZjNPE1ny<|>wKtTzimd=%
zn|nUHg0scrXNnc-#ez6eY)!qqtJH*p#tM~6ZBKD*nEVKb#F9nDZLnUrT|Y!j92XXS
ztZ7M%LZ-)J_ocYe#NY2wS@TK!Jucr6zHJ)iWzC^sd0IUqS?bns*;1B=y1@CvTEH-e
zJuIRv@uxnPi?%W?C8Su_8>nAC51J;3w+_RRu>2lF@{70fD2&5x=A>xsTgql3%ppD>
zIghOgo;mDc!=?}6eMuXB2{0@GBSu*{t|#C=Br~)9!O3*&{5ZM=r@|gnF#zwx-qk1u
z8jL3)B|u>u!of+gj{9688~Uu;i{qpnc!`#I<n>s~W18y?RDZ(A4fO%(pcS<9@{^vM
z_jZ(hXoUS13a@LiguU&=i9~nf6kutr4>1P%E}MJ~N5a%9L-JDs527%RnZrrZ)T%5u
z(IPSyE7~*VKfs~WPNue*@-`~;zv(#Xl7>#CB<%h(PP1L-a(4UXu@+o`nttqC6iG-q
z6otVhN6TZOrxG25qNK@TF&Z=Jy=4|}-R7ym7fy=sSxDx5vp;lu@;sb6Or4wxO%r%&
zn{gyeoiHRnb+QeGaR>z`C8IhS$Dw<rPRewg5~!0T?0z*)vt6BVcKfQ6TTl$tXeS}%
zHWUVz98I0f<>9lKck*w2>fMRrrBN)5+DwY&7{7?$rfc@snhN5LyE+TLh_e9GKA(rC
z3AE3*aU@LpFeE?i^J5goAw!%LP5VG?vz}_<9Jj^_eY6N(XYKFto}^Vq3@SsE@LSus
zZ4=TmbDI(9F1iwRC9rYhNLG$n%8?I4kyKA#%WQ8aC;rTZqGS5e@>m@=D}3%Wzu+?#
z%%soUZt!amr2-9i8NdAG{4^BCA?Mbicb_hGA&Sv4QeJ?<;G|e(%XYfdP8`H@Hl{cQ
zq)n*7hD5g*XsD4y8NM7R+U^^0W$5c0ydK3seS;*Vyd8yc2ni=e^9`7A2#1^=VW{iv
zJ5Z!FUIFWdKE|p#v!+?vKhBrTql9}fi-eZ+i@;r4G7tNa)sL347D-m7_*#0@-`HCE
zFCep-d@Y?OK!Z(WYtGkT>;Q@^r*me|g{NQfH3@K6;;Y!DBd%-ZORGVnTRz;xw>O9v
z$k)cVH?RfVIc(htK82)c6t=(N$Iv&nzu_n3itcZqSF!yKbonXk{)RQh-Q+V#j^(jJ
zvk4!Cn{2{|X2O2!3K?sjVPWh*RW!ugz-Z=`Z>Y{u?n8!1{HagK8CPK*h|ikTpXHPe
zU)s$zDH{i9VSe-_VfMLowhiU-@-F!J9QQMQlZ4Aq?x03`2{eWMe_m(xuSQ`U`j-LN
zvw;@E^<m$DBP#PNkvnL?&EOm|3ft=H68V^NB!$6ZLK~5UsAcdJ2x%7O7uqHqSBBF-
z?5QID1D}Yg6|r~$C}Il_={_^2i04ZUXVb+m1pYH!JWQ^rE~Zygql-_d7sqS6i^&QX
z)>zeY{7p_39loQRx{j?#!;v#lWu1D8%%H8~R2P0y?3Lw3Wu^PXjqqGmfyQ5uCmYCz
zYjs`=BEGz4F7C#QBMyweOT=@wpLD&n57kRP=4evB;h8Z+dX>a6eq5&v)z=D>w9M;Y
z4W|ot(NK%gGH>f6b+hENZ9g3vWrff*L2~OII1-j5VMu;P_@7W1hY{waXvwYR>`-oV
zrf}E88dO^nHlM+}lh#6KUA_AR9XmgcejO*l9w9RT?*fSLqZp`%mV}gFp)d~N;G|eb
zT-2iIlj_enOxi&gU>SU|B+Od+0xYJ$nWcN??)2Fz6r*F~K7hjDq*%vYmZInbKZN6?
z9e9bBdE_Hsn)rbp>RoT3M(jpL<~1PmSkbk3oM&Vr`yRZS%$BZZWLDumlOrh;bvc%l
zsR0RD;*y{Of+LbLj2|=>sB=YPjRo|Bch+7;{pTDh{1vC^?5x+u;fN~u#=TN%Eo-b3
zw2)FByqHLMf3VkE&`DN{SBJld4m2fflDEeshP33lCBX*>X{5C1lF2{qjpUa879d$X
zb2GW3@eI9k#4`cwF8RQ1+VeBk*Ncr}b9l5=D~}c%?d!0Qbc8d?OWcvnt<x)#(fZsj
zh*_ymNTqFl-EcfM*<a(UaCD8kQf6t<_8q9e`a~q}lWz#8JFE3zWWRO8mOw+?&3k{&
z_p_1#)=&W}nEEs{1s$gO*E3nKAf*Xc`d~ePBVjA<3`y4wh}HTy?U-J6Vtbrhtw;uf
zkC8rh)oQJ9P7;T~ih3I}Snq<~XEIp7BaGv#2#gg}uir+v!gl?{R}plBb<|}<Ig-sA
z)I^Cx2g%8aBQ^L4{9ZVlS4?fMXQd1Uv;K-2shQ*-<y0Q`Fe^stJ#<_tG5;%x!CP`8
zC1?jDC51y5#P&w&Q0Ou<QY*+6HB$7-Wu#blvlyvk8qGp;(zOUOQLjxD>&<=6H4xU?
zZI*hrm>@dV&h}_2VbO@L!9*(%Cv7|JsAh3*b11h)Fl5cff!t|h#m4Axqr7XlF;N&T
z4&~%ixiuR%vigTSD7bl|k)h{KGz8Qy9zWG+WeBG|9w$)$x4LHmlB2i|WS!8RPN$QE
z0CAGpLk1l}r!x^ThFI7X;VU>Cln4WXWp8)xc1L?V%g!u_1Y_eE8|)!v!a~3%lt}<9
zP$^T1!KNHjHgP`2A%%;CR0xIyln{O?QXy6fTsZIbZ>D#9-uBGi=`K|9G&egv@6)f}
zuY0=VrS$fRJQ1F=BK(9xuy8eT*%7SwqEEJ#$@_d|iTqOyedg;wspvO3DjQ!PNx;1b
zU&g42)PYrBaC&^Kt-z6dSo;)76Pf5<2~BOMpz0)=ghZDkFi$}lN?JG2II<?Wy_U2%
z7rMbUxbij)kNP)i>7D=__TnA&X(pkv!dotaA;p~AR?&+VspYzhouJu(4|XAwWX#la
zK}DUqo$#v~lJ0|uX~ezXT5V$9_(W{Pcgem_5!`0*VhV>Xg*TS`fj3q|IO^iqELdcm
z4GR*!3rM*?{&T!y{+L}Q`D0G7Hfz~#YGXvotpk8awIiL8$mA^{f21gUN>RwJIw+iz
zEg_GK1)-ueJ|=d~W?yu(%^)FIINFrT@&;|O0wXIHrBNReU)F*B|IsFquR#CA!%;hL
z|3+J@Hsv>adqidH?O##|!rK;62|?-#bG@0iiag{pUEaFn#>zh{AJ9g;41rz)V-*R-
z{RPUWEewe-kdTD(h{W)VvV<%+8KS9jm%~zBw;zC!w)YZf(=-0Xv~A>vNPfw+k2z>c
z6$oWXc`Zl_<g$T1u1}|)1ZGHWM}Ark%!k^J{CeDtJhvl$Z(HDTx7IeZs_!Z;)<x<!
z^-lg6%`{cO_$cQ>pFl~DE6=AfQM0NXlbsd%6p1Dwt`w|jRUaH5dKXX=s@f)wx`<tx
zqF7LnYUz`Pk(zG#4je8M`@(z@y*k^(WyGCkU1%rR8)!Dn=A9#G%RQ1O*+LQrnR}#R
z<*Ou`1RW8q7$?~bxyL>lN7i2NntOEZZ9QruC)U!8yC-RW&FUe>o$c!MXGk2Rg-*lD
zizJ!^^$@IRtJ6EShZF|6<GyY%-X!s7S+mZG(|g{Kak_+mnxkza`!1(K9a0+)g{CQ1
z@vNmWQT~QwvNMaLB$@<e5v*wbCd;9f+iB!kjZ9D5MozG9(nDB_ezlYKg*3xvD<h<B
zYh^AcagbIfjp9^DG_>MqR;KH=k=K%#ve*;OXG(k0{c$mOWlCw>gY*rII}FCx{HaSs
zR>vgO^N@L^FT=^>D-k6GWo+BXMVZ*LGTaLy`!<&07HIRxhuSn-s|?TS=8=ygCZ0H_
z+cHsi?cZ)AST~dD4i)?}co&s)#<W;VEPep(qEBpXH;;S(TJg;zQC)l7JaX}BIcgMD
zkHX|hEE0Ma9u*beZ{Ve23&~O3LbB%7#=CAKY4N1eB=-eGH{w1ou$s4oi^q2n)r+%o
z#tcj(#LUZ>K8*V$Udy&;Oj^Uli(t`?lE*>arQ=*6{t(+`kiV_15-drTlBX)c=RqAo
z9@f(F-ZXnkcCIcOh}f0u58}6!!mx7Q`=qwm%r(BN-Voli=<2UpXJHXkFEpOW`_XFi
zPEqI4c1D}~4IS70Cbt<<hjdp!M$D_BX^Ko}6OD<=gg7R<*!(0CO+r8`SkW?}IoQzg
zOq!OgiIL5^c65}navKXMV<oqbv%a&F=p{54=4^)}ur9edBo4CVmWCCdM3bN#f)!)Q
zO|3N7t=x??o~#|Ouu+9ptDe`hAd6wHH;8-nwpoRhz&cn3&1|LJ(D4CMd}Qu>A49KO
zv6R%##fFaGqdA}^G#=*yw4KoSF^!2bs~nS^5%?z(O~S|#tY~JHm5woo(Xu3n4R~5(
zsA0cBqs}^*y4J9}45U|CKk1rA4x}{V?z@6=%e1&{D@<!i9ONiV!^$X$hGs>pFp(QN
zPLNo#RF^o9DeYeO$3=B1ielYC)Nd9m9;E6LoQX~(0||?xBZ52XPX7b3M*6xF3rYAE
zE4!idMCnOLgQa2zM5J%5_1J8&B3}T@g_Mx>9_qfrcn{FVS2R`eimhm3R~_qxSUT40
z7Axb_7Arh)%c*S$VBOFtkvPhYP?k*wtpdvTZb;YDB#lRP>WO?OSnJfAuG~b9QJdWF
zM)ij9^9M8cOO^v$=n}1TjW1`(wDrneibK;{Trv=DK~vjxuMd)F5{xoOVD{Sv#`Tc+
zTQtV3Ufh7Uhv1lVsGA5w^vKr4M!M+Uj=Z5JL@nLx;a)FBF-#tO!c;DrA;66F4WfTD
z8*BLjFxCcn#ulK`+pxR>bZ~pUAFr6bW>@oLueb8m%H}PxguRwuGjuW6V%>8&!CWtN
zcT4h^#UnOYG3c#q%A7`IEa&Mfk@tlr%955{g0t+(3=ub?ijVsCrOR@OByQF8t|Dtu
z^<>I#MMg+5+4%5C4(`$TvNjK@@<aP?MaD^*NS}EEG`01aze1u(@R=Ne*=HJZ-ScQ1
zS-oVhxi04-@@{r|9`$e3(tQVp!Cd=AVP6)BUzFC4e}-{D411$r)W7gd_%cLPMiPEi
zQI>l(>duJkS*sApOU@$x45{P<S4DejQWsl_??xnl;I`Fpj=DSMw#n~Cz5qzM*Zv}2
zF|W<861=v{3D!cccBPCFDOU{uk!pFmk;vrlMp}x(I~0ZNs)NG0`EI1xY&2lA&HObL
z=US(M^N4T+AU}g0x2KTbjT|Yjx9JVqrV68vM#7-S#3`Sz)G9$fzYWfWhs`r!QFx^`
zlk=t(RojYQ!|5QWTiCEkrym#|KONVa%SlT-Pm@oHl{0<a@J;Bo_}3(Q;g0^g;bGNw
zL8TYD>LFcNa@w{1wz3Uu>h%f5g(<bPaov#|-0$Jbuut^~&Lv}femJo@BWDXl8O->`
zA0KweA!@%qT&3Ef17?5P@u<%K^CbWAG*4To(rqvJ4y;uENvw;04#=Zyu9VzUARRFC
zM#*I@ARf_qsxc1Y=osVg197pHJZM_Q*2@tc9d*G6piz2PFV~|XO2EVRUFO=x^2~j3
zTP$+vwqwGF&Vl_B@FPqyTC{C_+D}lmdsu0dyE4zZVFmsZ`x;L-D{-YlnTa(!-#{L?
zw_PsUQ#~JZWRiPuWNHK&9oh2fW~~@hyqamN(qjQB_qLnxig{ahmEg-<PB4u2%xhwf
zg>4aPdA~4QuR4j&>~Q7GVoxV~va1h{C(~%@=Ef#tPmghS^SHSs+emb4u3l}<RBF*3
z_?~LB?-ZuIMs4$4d%PW_YSJF>RMj?IFeyjwZbeL}(${JC)UafZ?gB-8R!0}H@9xBx
zbvn9j>H5~Rm}j{C72+Xnx^zYCA;o(9p3eFd$vQbbc_lOjcWyiHT&FQn^UfTTU0LP^
z5=}zVEm+Y6sp<;m*ujvCe}zUpZ@D-TBZRDvbRT2Usk(=VJ0%%Zh)-@VWAE1&Z)~7!
zmQiJ64V22p@98T0EmF)RcaLy#ZB_P38WW|m9Fv{OK0~5OP+7rBk1G2zjd~$e_C?l5
zDO5I%sDDoLYhIcrL~XlFV&Ez&!XuYSq+#VK5)G|2+A@iL6;Q~*7rUbmz2ixoSr$!j
zj#Jv3?vIOX(dd@vDO)^?lug`*E=aa`29QVP4AQWRY|$vWdCL|jVOW~8#fXlMY;ij@
z%APGEN|`P4kd0-F9}xz^qWZe_BFIp3g&YsAa-~90Q2Xf_e^X=0-HW<1;$CB|GO=9n
zmytrA3;Lox)vvK!Q1S-3pbAp;p(Iwfkh$QkfRyKgzl&Ea7i3pSxgaOFmt61|IKH-&
zFZ$OcCW5O~A}AkC&H`%(Cku=S>6QYXE*~AM7lN`pLE@8ey*0O`(3tVzpDlZ?#jCka
z`Sy_-NT+=FtG407h&0OgmP-jr4;I}}gN|i--&Qnd&GaI!-N*1{otfTf*IpDsu(srR
zxV@ElNDJ_m;zN>0{)f)r(<FanZ2Ti=nj)S1XBra~8*@x{vGHppnuI7vu%d}>fS)#j
zqe@8DxIW*I*1boQun;lw0oGS`5?ocF!qEf?as+L;eewn<8%Z4GgnAlQP9)LLtQdQH
zDN_f12%SnJ$=cl<RmM_37n1I)Ee5mRARdCsXiuc^f64SoPviTT>k(r`&waK?69nIB
z=)${#6dsxTTnbIW{%C_1&Z?jBB{Kepj&Bc*kNRwa<LgO8%cWa3NomOzB__Po>HZy>
zZfdLV&lu#ij7JAjQu0q7=WR4jN>&_aN?CP(Tx4lRmpV^b+BZod#D~a&WN8nx&ee+_
zaiZk76<L~5a`Tp@Jq}jFoTWu{bYyAwLZj?i8lse08V|QvmUbW9ww%+OxEOMW+?l&}
z=cX%FCs(MIa`5?at^yN%o;KIV*G;GlE_FLK*xZ*<$41<Lu~xNMcK3DUjAwU0740pv
zJ1G;$?o?o^4?&yk?f@X=+1>x*70d3}RZ@1x3GOAk8)d<}v$yC}6Z5;ZdVa?qPR{V^
z2QkAFq;$*iJ`rQGJ<^}|EN{&e6#~*(-jHe=E|gfKJZ~V9qV#p~TWSchTyIoSo;BBt
zcz1L7vc;9_okH?QhKJjsX^LF$EE*G)>v2qWnaVB_O+t7tSkc19?75yplaMv|XIW*&
z*uTK~%1(mU(d3(_H#h?8T<?n{4l>tE!^#~bngnGKtXSuIe?%k6+TA_ndYlK{b6X5%
zy@4ra6uI66@C;*LD?Vk)_5PX^9+~U?1*bt9v|V$(f1vSE`3uL_lZdkCdT-HmQ@P%2
z206*(POS2lf9k&PJsKw^D~>azthzrgay_F<ou^!HeUS=#;zMLXa=mpx9u?cS<$6ZR
z&0DUw2^7ej>qT^Q<a*1YQTAL9QOaD8hg&SyTOm{#Y*x4Rn>$#pcNS(6dbTIe!1BwE
z6Zl;+zaHPB2BLcb>feZazO@?0^1uP)n&*M%i1w7OU`z3Rg_IZMfhuU#ho?;*SOBCv
z51hg)mItz{q&$!l+)Ey~88dJ==m}$d)=`Ps;Cht}wl_)639mUgIbkP3-7-V3y~!BP
zBtuTPHK*2r=C038dNl_Yf8sw|b55xOBB;V5(J9ZX!tGygG~ss9gHJ5tx8{1f@On~}
z=|pm`Y8x(WUqtETaJ%SbQrY=~8r3Yd{IcRDYib!u!~GJztTVMdf9}*kl&7_jZz;Z>
z{m@o&SNGvuHU5y!`+X$uWTg5B(3G-b(&LFp^=|gK9;v3?8R~JGS}OQ@w0CNcOc=qU
zL-hC;pOp%@l>MO#{wFjmR803Ym!$2w$CqeKRKCwK*=4J5k!TW9Ji&@4I+5?AZ4{C<
zW`Ksd-CxioWK95j$@kx5ePt)XwIwpbHRt;rfpxw=O5z~%{WPphkZ2N=L9k-%?WIf|
z^dYo^Mq=6B`9mQ#?r%8L0ZdOiK`Z2_GS+uE4|;?~TG2E^>=K$`vx0~rrqB8Akf!O-
z9c^=&4vB-T1EgWaC($G*h+suq@5*~iq|YWTxsk+_WtA%@L+|5w{%PU())`|ylOtI!
zpOifo-OxwFS7|;ehjJ%0O;JGJM`NNK3ddw;4j&`YB&djBMRO=w4z>6j8o8xyS-Yg&
zwqS(c%4l1D$ht|NP9|+j8fm{wGi<gkLfW>r<!urNX<O2;@;-@%Rvg{7U?L{R9Y5hh
zA9I5a<*~Ea7S3l+wq<ok;%KrfOYtei8~a1&?Kqk@%ASlu(-ih(JB^95CmfTVJvoC!
zlb{xYm7eX%E*klQ*prJ`H>I#AX{0?%Gi<geLfW?W<hMy2q&-Q)$}J=sT5;0Zliw#X
z+1iskUfFU8`|lPkBu);3jT&(|!zm3*_s7LVfUy8FPZI%;kwS_GVhb`6@TWkYO<6=N
z`Z7vx-X;QWg>=+B5fIVQF%i&!M%gC<5T%?5;KeaE5zvI&mW#el-VLSXTtV#LQ1Ib0
zR#(o!#yIg^9<U1NG}OwkY>kyGbYDYl8*yK?R=QZ(KR_ON*?+%iPiaQ1>@TGQWq(yr
z)CZ$Y+5de&%FF)0z$;evXIDvOe@<{OW&crDgk|OI#Dagc{407mxzvA<)+xnF=~m=-
zqldGU_s=d={ew~8Uq8)<nA{0b_w;mqf1PT3uoj9%GHtQ?c{!@=55#}t8^y<Oslm#s
z`D2RmtkwL8cXu<sth1WGGeb2$sn<ntJ~!q3(@EyZWbrg;N?E72s>Vmy<Gq#hchl5T
z<@}3#r*=-u`8ApqDqC{7ByG$2*VCA&Y>8vC%a*=GqDcsP1uI&%l)apP4^2YWoT-;`
z{#~rE>?HUIO};q;;s~tE`A?8I$Z~!fR{oYmlb{TO73*^T^E496?w;FnKIcJ?yhtmW
zW{AB*Gi+86F~n?B<Rvpy3_zyHX;>L1(IhB{U`0=n)wCZ@SQ{pNK1gD+O_Af7F(*Us
z<9HTn;rNb_MS8VfgL!*X-7PBLi#dzvh91Y9LNiKvl<m+oMg8q88WZJFI3_!LxQj%S
zpd*46&7)+g=Q}iVOXD)P_51?sCOs-AjY}G7e}-n*Y+Qu2ZH>#VBo5NJq+#W2BpO<A
zG~?12jY_aC;xB#F{V|Cvi+SOk_GDh>sG|QQ%^PJ=o`9w)EXp%9Cd#64Om-IKMG{Sd
zVhC1xwkU7Y$QQ(-yve#Lg+)mt?SV2CO3>1_wJ1lCI7o|<hLz(<G&C!kMd^C%{mCSz
zEcS%+nbMwge_RyujkS+?D&+4XWfKp<7Nn4W5s+t75D|rZqvYnTkiP|T2Xi4mqNAgb
zzX}><FXSUiS;*&gF;>W5BeEE958YPuZ`vI%<kNL~t7nz(cE5nSG~#~VTBTxT`qjt*
zFVo*B+Ee`=E7MEfp-itTh5AslDbs%qkn%G9J$S{+^z16BOwS31GJS+=%w2W?Xv8Xh
zM8J5_s|9d;fDhY0Z@Qv|LrMMw%gV)1h4N<j>4Ym<*r@~Mk@6tl$-2B1gmF^*<>9bg
zqCZ|Q6!#QnoEB3f_FnZ{F8ZzQ#UF^hcnKxiaGCEl8%0=iu@#9rG*nyKi~Ez|pxpbu
zT7mVUli_mT2?98Rz;A`C;XHz7P^tRcrW=gO5*%i@yHIU9e(Uy@*iwGgWY|CB)SN~k
z@EXv*A4<6noY^s3hd)+uG<kUU9{6)W{Ml?&;jfi}SIkcV|M)AQ>jMEdu4{#BradpH
zd4UuAap$4oO5Z64wdQPo@3hyLZNZ%(JS?G}FM6}HtZyd65q`(1I_wUd8XuJN#cIL#
zfn>la8mJqC4X5rkf_xRu;j6ZGE(r(9g{u0qFI?^Hg|iv>2_*8NzOb+4Of_fVeM7M8
zSPf(aPrzpxvv8+BXcUSLGS#{{9IDjn%^>g8ie3qxYK8sHV0!$c<9-FMH|Rg+okqiJ
z<jb%FL)B@3oRQQbte#xuH3R)Eee5l*aAVsqZLe^j1?3Ni_<JK7Wa|z34{eRZVdTLF
zL6t#7Rp6-=uB;YnGfhxdka!9HUgFeR;o61+TiciNB?q?qD*>7clk_qe71O{bNTgEA
z!$&LAmAx<}6%G}eftQbNg-a@+R4Yr(*?L|n9tf7*sKCH#)L?Q4UbBkb0qNF!?EdIh
z-FKQLFTZydRchGTTlahij?{=+GA$|M$sc}&tLUnHsp8`YBEX2C^02%bDB&P5<HHar
zu>IaaYs6!D+#<to!O%YfuK<bfH1HYdVSHN&x_m{WaIN|iRCG0tD$tzT3@Bo?GFu5+
z7Y=U@hw4r}4?=O^Op+oK*dX4Sf<rm-I5@(i%0W=~Pn(#4+ddo(5|q8#Hm@-=(F)h$
zlZ*g(G9Ngw1w4$n7MxD*)W?te@W~+0p~iHv?e%ykdj0Y8^*HZ>D!T_}cq>jY&2Yf5
zpC|{jRY2Ach6+Ye3AP2>xjftmIyswH!&5N;pCzG&+!7A^*VTf;-h8<-Q?A1Qxcay1
zq3RF%vjrGvS2tl?`yi;b>~H>OzUmbVLbMx;<pR(H-N(lpNSTQcTJLGr0mTqd7gPd}
zKeq$7fcALBN^Kf+KpKWMXe#{Xl>XeHGdty!@|9UoVIPU*fBV68fEz!3gL~_WRj;ro
z@5~k|)jaHk(r}pRxH(*nuf)Fgo$55VXSakOaBA1Iz-@%Ep&r^17`UK=m0GC+qaw)j
z1<*`mRs%JlQvsM$ct^>Z_FJC@OQ+q%j~du*c-yr4V;PQ}61#sG-sIO~?w_D*dk8?e
zTCS9DDu2#>bsOB-kKn+m0Nz3H`o{pgis0XO0(b?%1K9Ep0W`yYd}DB3o#Ey0oGe!-
z%QsE3w@tD)O|rL4vNue!)|1Wh=%-s_9Q`1mA1{Bd>@nQso6Gyk{oyjP_*=P&KA20y
znZ{$FU3nBP_9>4i-DcQV@xk4;ZpMJ%s0whlF)a4@U0TtrdJXDm9rzihM=|gM%HiM%
zIFsQ!<sZ0TUJ5e04Z+<50PaQbcd+os{d)wzu@b=L2wp(&uL#Z^0x*eSa20?x2%bUk
z9D?r;1NbWh=d1>BA%ch20C)t!%EJMyMeqoM#}MpV2jEf!|AF8?5uCXmz_|#%vH`%I
z2+lqhz)l4Jb{v2=5WICFfd58t#W;W|1Y8|ZI}V!wupZ<q4~1##8uoxy?-Y9O9XQ#D
zJoiZSjr%$fE>^c3f#h#M@Bo5`5e%OM;0Of2^-BOgi(vnD0IwtX;mH7=LQpsbzzhO5
zCf>y%a^z_MC~@EeR^piLQ5?8gP8|&dTKt5=prU7_XpjjZn&Xj`tq9J*A%6}6Hss&J
ztAQN=C`R!CD@J=AmCWKK^T-X7$RLn(!QOgg;DZS6{5XJn5N!MefK3SQNAM7WQ_lc!
zI)XQT6~NmF3TFYBM(~daev07fvjIGd;P=h}a2JC0=K?qe!HWp?Bk<1yuouBg2=*g5
z|9k)!A$SzQcM+gXb@6C0mOGH5#^l0E)K~SWQ(cc2lWHW7G=sEr9T4Xpjo>H02H-ga
zZ|(x{UkDED2JmwP-X#E<2)_O)01qNK;Zgt-2%bmq5&}HX+{FXW*(ts*p7hJkEo5hS
zx_GP+JATQ<EvsGJ(%QZEDggH*z>nr#{HWf=RdX(`s&g^zb}=n)hAZR22y>Dvi}3L;
z^RnPL`5lZo<#XH{$M0aE#O^}yGCSo}ReZy49^Q6SJ>9Rpv0q|kjn-)IhxDNlV7{`h
z{axahL&5=wh>KnmqgMEs0i0HqM;nk89d@R;e>+4BH?=N?=&oL9K%5A{g3lru2uRnc
kz*xJzLfvMO$%;y?SZ$Ud9`$B0j2$Rp>@LDwKE}5FAGZ${OaK4?

literal 162690
zcmdVD37lM2l`x*AyOZwh34}lssIVlJ(CM%!YJdo`2xMp#BIuX!?^Jiar0S)*s;ni8
zETSU_@*G7<M;RSP#}C07XIzj$aT{bDahboPs4#w?f5%}&XB>5ObX>>(Id{KrId$Kw
zUSfW~RKI%l?mf#r_iXpv`)=uf%lvus=i$F#MYCQiR}YUCip6TJ=rudR;$m&GJ>^wf
zox3}mU){N>lMe<Pg+t9+yD{l?f_d=7WT{*!HoR)*`cAMMA8(Z_%~8>QQPZ1jm1|Yi
zywqPBC@s3alP?Vh{jGAV;u${$D_ez$cBR&C=IVvX1BLxw2cLyU`*wMU5r>#3ZtXC<
zpyM^cK)nE%v^u3#!Qi+;y|geG5EzdIeU)<6>x{K03c*mJ)oPR{+AW|IDO*@BHj#=&
zla)fV2{+-ozgn2$SBs17y8bc&_%*zJ_)I%k)GF-9pE{)#rQy=j(ut*orS-v87jNJ5
z(x%sF?x~d9rNW*|yyk&ct-j}?YN2wZS#IvBA8D0p)$vJW^&Uz2o<_5^r%*2g_Uhg!
z-0PH1+PR=TQCh->LGy8?yb&z9rad9}*5r&^Yv0qXIvemjljAv7ItjT^IvH3{+5p@>
z75<+N|2M(^%|Kr13`W*g{&;Bw5a|a*24U!HQ}tTAS~P}`k8Wum@T4}`YIx@Gir<m|
zm4<^AobYXu888+woQ*OYf&5soF7*2-U@%pv!m!=e84HdJ|9Yrg-0!vUM=w}fu1;3k
zMQ>lZ!h0*dq;!oJES@SHE_(G=sk5^W2EI^d(h6d-zfzm%+z||v%EclG_Z`79(Sf?L
zxZ0kY@ETsRvvXcB#ALZyt5%M{vqLaPG~&p?i%aVn=N19uFATFgSRt6T^-!ZwuX~M7
zAv^**pq()SFk+q>v0zEl82Ex5!0>HjJcqQHs__g7R!Pg%5XjY3t=LA!vH7?*FmGw8
zYC*S+bW&9_q-wdzmtY8pl2A2G_FaM`=!}{x$4U_c5vtT0ISxsZm+-5m^bJ7io#`mO
z-Jo<8AU7}QFIS7+;ppT^njqF>2>R-Ua-$Qh<(QwBvkB@1$MPSxhVGXJ##)^MisajY
z27y%2%%-bk-+LGnN9#wngW77sgstw+)%Jx@0-Mm7Dpbm^^g!hS&rzez2S(f@6<8Pj
zV3R-41R!8Nf{{?S`OUd}xhe)Ugu>=daFWEC4}27<IR0=Q2}9Ngs(LaqVtM#wIsP)<
zEQ29vwHv0|3oZ|1$jING14iX;%w5s)8ik39x4T?zUB5ZEbw{q%uJf-WIk=}kKp%rO
zL|{u9Ff`L>b);!7^@Ac222@Zd1v+wHi}C=7!QUr~avs!3dH>cr*j0oTEJM)DK(g<i
zsi=a%!&8;*O|U`m;9_V3*6*OlEXdyhl)vRr=1SN=X9DX68S5f^3k{LtTll`sxBo-&
zZ87qVGi@;fjq<DXjnb1i6aPswr}Pvv$AIW+hA22Rz;+OkN*R0rW28?=79x(k6iL-X
zn${>}Y@|`5$HUy}7xNdSv9vZ2-)zqODw#9E{A$#`{Q_9<Uu=MmVRR$ddb>K=Y8OKO
zV=#Za938l_p!!R|k);6FBY^!uY$9Q+Nj%Pl*x>j4oPwGQK|Qex)I(9ICupd@l<F^7
z6Qd9qP&Vc3UbP4+Z~QR0oyJfKrMWg(2(3eiokb#M&s^xWSeq)8tDRs${RlW-aHDmk
z4imYb&GrsB{&1(z0FSD}fdxz8PP6V!miLt>!Rr|W{V(iju-sNes1A;7=N*lK$otzE
z1N<}KPkX{2hChl81g9@23Gz3=&tcEW=d6~HhAc=osxiGW#JX!~NNeLDaZ!?xTxlxO
zkQ`__)1XO-!(wSyLWDI)a7i-ZKOdTDneZ>duckm~aD-I&mtiwf672EWt;T0}h>Y7v
zGJJ>eiRIctFt{N|9THMzhA~Lf$t&(1fIgmoeTahlNeUczr9%yjE&P7yFFegkLV??l
zn%t4b?kAvae`tF8GG37Zr+n}SaaNIgJ`E3itZLIxgTe7#ye2<(y!%<J5WoI`<d;bk
zn*u^@cAX*uR>m>^JRk*{(sh1(hopfVa{(!qUorFJ$0Vf8-0Ee1#PVuH>5`Gqc=s)!
zyapFux$64WG$cybryP|W3F-G?RGvjrFrB0F0vggZj>?NkNWTxGQY0yu&QWR5kfw1|
zZXqEZJ)@Fr;X5P+4x`f5Z2O->HLqfL5vD@O!dDC+J3o4`>>a{fb|+XNFUJej$r5CG
zbR5+!$7A}G$Bpx7qN(!1+j!s^^h4lLE_O=a3I^Z`a!#ERiz*&KJ}4x4*2W<1VU|aP
zL_b8A9Y`=jd|sRIVTGb&r!fYSq8R4)mIi{w``VQXi;7F%!T|nLkllsAedl}t{&5UI
zStQGSmC0JQWiFt|%)LtAhW#H5k3Pc*VSVwwA$ws^0&ZBI$7z5HM9H|s5~4x6CI1Lr
z1&e@A7R~uz!LKYIVSHayt?^vs9Z1c`SO|^D!Sy2Xl_^D6dML;@_D>YXTeWeBO}pgf
zPOt;UQKMxiHfJeNdql>KT(a_|Ps<y@IYu80lkLf=HI{h82%4wZKC3#3WX?neJaXU8
zMEnQ`kgWr8Jni+BeCaEtuUg|JonFY3`Twrk2DRD9%NlHgoGhlvzNyGxV*SVyKGr>(
z?Eg`y$CLd`>3gwcLk7$s+y5<g!!Y>|g~`c?2{D4)z58jp=kq0<e(6I1(n;iBY~qet
zNR4S?SmdvSb`jS-If-=&4TcJB1teE@^h_EOWnwubgL~5$f4zW2E3-ZBE&kdOH;Bpk
ziEBw3NQ*2WxyD~b5>jSv^%8%@@+vw0I!sdF!YfySzm0}O34F>?>5!0qA4cVVl7i_R
zm4|3Z(>N-Rk&u2LM&(J8g6SNU@6wQ_aa8_`gmm<bN^<<QxR3M<D3i_gitXBWb0zGj
zO$JFf5|XU`QedlNo;B9@@*jtgPq|ZUc?o^r_(W>V>eC3x6cg)IX;cO&V-htFC^@i1
z1iSHEc^~+uk}K01&HD3Tz+wYh0}<|4YXR`T3+V8$)_(*p{g1<k<zoAvhC7k<I1$PE
zk764HEW%jfdSfK(e-D1+!L0unTsji1!&lWoX}$L7HR>4m(m|~Mb;NET44VH9yxNaf
zPpYe@;3_^~)j;y4`vX<Yvz4U}wu<Q9lYzH>z%B+V$Q23XO}JzVOL#&hQ+cCi>KG%O
zZFr&bqWB+Gu;CxZnKSGk#6O8Kq&a~QK`1@+o2msX>pC8A%oe)eC(DPdx*{lR36A01
zGs}wLwiTfpXax111K5T~)fK_7lkEl;eU4+&2}<XBsVah$#TL7}#H>ZbgJPl+tx=9(
zVwMukHB&IGCvqjHM#zRjq+M8-bS-1+3kpqMjGHg%+=#iz4+9}%=kRSM*q|<l{Rfnc
z#-|9V%*g*%ZRbR=?9|9|n`Mgn&~2OghZP0!)Kdu(O}+m&*i9%wvLL^i<B(K8D4hdX
zSoP!jvJL)<xY3U{{*gy*nx7zPHuYF4M<4=~a0-HD)=W(*NBJ^fn!-PbWnxzUU~OEs
z8#S&-cKaU#<l@}}jYq^ixEC5ZxCbHjSl$7`mEHlDJLVm{8*V3i2ZK-z1f^^Hp`N*9
zr2m7{Ug))Qt&*1$vjht?D_)N4?i?@JR*J;!VI^$-P(QPqi}8=E-Sh|W>Gl4*kQ|o5
z_ZN!xlq48lj${OMqNb&GKwQ0?lL09Aa&maZyc~8F_Hwu(kqDzo%4Xsp3O3cCrfj@f
zn1XUs+Rhzs&7M)CU9#n$nt97_;lZ>aVd2J%r}La>R@lhua7S|WN_&5~s_*13$ZcwR
zg^60Dx`{0g#Hqucjp247YI3C|%`(Bcs%<bQyfzjI4Ax3BxWv4trYQ3Ou26`lw}F~y
z|8ndmWCKUj4J<=8U($;PE5q%@6MB_kiSdM@)x2lZI!@A>9O&<cb}7~jrf4u!0zyD?
zO`+aEL!#0`9FnnSkUppI1`>K^SE6f9;Tf<F35APyu#vJSZntr@&4Y=y^wBVZa~<p1
zkj@h+B^8xa<7p+S<~>_dKS;7RnWFbIEJKB9$*WtRqQOv-Dj>N^>X&Fpl%#S<JxS{S
zM?yD;JeAYii==*&jg+gTrsVc7NqWiBY{Bh$!75ey55}WWXjzpb!TbxP6vLG*yMqIi
z#}~}6MJw<ZVUuA$C6(()KrU1c1_R|P+k>i$VuC^CYDf}|J2t6#5(C_{v9HjsKsKaM
zX?r%=P_5Ih*K3W|cyp@IXuYCc!=0~~LGw47+(@IHx<8B2W}MZYsc7?Zl0lg#UYcmr
zC(OkqfF2cC2m>Hf(6OAGu@G}7Oyc+uQ{xc{G0%iXJ%*SFSB99}tz#kPIYOs^BNR<Q
z`-|XLnUfCIya-~MTp`Cjv0SmxDyT3r_BS=F{2RFJA90o&oG>D4JR33OQR6|;o*G;u
zYLv7=)TkU;dosD?#@_@$dDM6pUa_c=T_r`09N}J~#?u;Jp*TL-JV=L(YweIxHcE~c
z{h5y!H4@!|#U1j|e7(>r$*r0%hU<~s7T5#Tgg;vj9Kx%a3l9H+lt{XU?7gaOF#C+v
zk>O&=M`_pe4K)E-O!zT{Z~B-})9QZ|y9vdF8@di5L(U2V!%f5!It+x}*KlTls0HL-
zY=XW_5|r#te-YZH2>iZ9gQ47M0m;>!{s9e%a;G^Y!<`=DI~{R8an8o)m6@|^v-N*S
zEHYd7Ufk+m@ey<7<LX6}uS&X*0+PK4D0vTKj)p|ZMoOASX-Jf82uQKjZhcHZYymi*
z1eI9;I4EKTf%54%4Yu{}HpA_wO}xz%z~`8387Y8%W_`q@Sq#4_4`}`tsgB^v=Gk77
zXZ|tJO?W?_FXE#;&=gY4hT=n;Cn5E*FE+3$4J>K%pwA&?WXob{jpI18V2ff6UfSs1
zMx#sd<~3p73~-M?az}o(0d{DBiTvTv((tGIvlyGjS<jh@%|1lZZcc(!Ns;M_&HjoF
zsGT4&kqX6Tv7DQ+*zDslOXFiRjYlLldl#G9SZG652T{v^2v^2t+`VG4*?Zu2;_{yz
zn{B%qB8J?>*Ib*!!<TY!UQ-T^F3FW)A+Tnx1@cuu6}P2srzV>JuPA84{=YcOn-SCf
zIa0=Bx^Ij2jxn9&3B+{D5w$0wOHB7G0Lo*!U*i>v>DX0LOve%KC8pcR+;s2oq*tM%
zx^*#89cz{x*HvaIt`lf<i|j5mNDX`Wvl!bQyO{C<>DX?SY8%W2b9Hn#q<JZAo_R}6
zM;76orm#*Q;c1HfQ?Z+)BEs8F5|r%!oeS+!M0l6eU??wMKyr;tuB9PSUOb0nxQW>#
zyb_6pX^vC*2)#sjMLuG#e7upQfQ;}2B-aS<^)w_(Hd4~`HX0Ho8v>GZgm)haDzgCe
z6yb3iY+K%KhTBh@c$*R4*+4A>Sh@ruQ-t?<l4oRu_gRiWiU{vX8dzck!y#p4OZEuw
z$27WBg!h9mZ)8X(5`XfmZR!4p2AIen4lNCTx<88%UYzxusR-}HLCUW&CqXLhJzWvr
zIzW$d=0g!)Eazq{!rKUP6CdGeJR%X^5@^)p>Knq95gvE1ScJD+h_S=!+XXDbyA<OG
zJH{(iDlEclmOMC!w@bX&V=rnF`Y%Eu9QLnrmPI4_TZUBg=<iC=o)Q>r$q#GrCBGp0
zQ%<TqL0zK1A^_#lpNCg0`eRo~(H}>+m*{V_>9xk~s&zUFG*4B9y8meN<Y=%p^U+`&
zI^Cke9nnU4o{iWZ-UTsp>wT{x<&};JZ%}Q6xn!}94Od4wDr3aBpVZ`KvEm;oYSPDw
zniKvTu$xe<cwEA;a^$odMm}dA8!^B;l*GxeHbL(p2}<@P{|wrth!sCXgQ4O90m(JS
z`7{lQiU&9(BUX$U_vCG+kw<Mde}%+q&b^O+V54d0m%EL<Z9z;D%qZd=F+ImUi|%0D
z1eqy!@Ha>Ifc(OZZL%0EmUA=a4!#MHi+2Y#9uar24UKwq2NAAx2e}4i?%-j#?U?Z2
zcnxgwDcD<k3gG=2+kR?Qy<gDvaW&WdZ9~k#+lqhEZuB{XbZ`f6i)ioY;7JaEgQqNu
zJw06<yh{KmcknL7E9T&_t0V`HBixIFH-aV#j<m*fE%U@__s%>bAKbfe<7DTqG4sw{
z6q#<WT`k-skHvwI>L1DB32w5sYYZe3_Wa<Vk(^g7!$L;|ew?V)DsX#OqYbwwYjB9Q
zd28l;!EsWwX<u-+Y8%Ymh-go6Wq1Ijs}%h~&2Z)gRuvuTy+F+ae+s(^d4X3>pA0Z+
z%;K>=?3>eQB-QlIweS`Re8ML7wIs30UcxQVj?!PImvAF{*2p!Ani1c%kmMaSl2j_~
zZN1=mT*6Ehyf@g)4`t-%)b+71Hk%)$DM-xCeSo3wyvyZL8Vu!#3rMbx_?Kx&lq1d|
z8IHJEv_T!nIqO`O_Z<=o(-TdV_UmQQ=39KkT>1EOk^*wkMnH01wCP(yc`f7-PAO?x
zO+%t&LqLjOv|$2b&#N2>%25D<g>X!%{i2CJ1}kG-9w)+f(ULW3%87R#Niiuf0+OwD
zlXo{=K|`XnZc3W2qajfOBOq;p;u%$v$OlgrNykWyN5eY@I<pEByYFD)XxKw;N*`$s
zkB#;FB1UGhe2g3UwSm52Pl}sq@)C{BE1_MAtWQ9Lp^S}y<f<g^p&?Q7!66yOrVm|f
z#=&?i!+*CK`j;epbDUF|84fC=lDVG^mTOWcCBr{U5=<%?0m)U#JV8UEluSyRzC%Om
zE=0bqWH2_9GqI0-v4!TxG`tK-h7+7o$*hV*kr4&chmR<d*cY3m!KI`Nk*HYup<N2a
zavTkYQY-?Jt718whD6B(ht#8Dc@7DGZWPNoY_MDvOG<{ngd~_$ECQ0NVi~6)QHmuc
zO;a?a?n0DOvD`qz%b-{|!D$pr_h&KXAD0c8sg(acBv&#|rO3)pMsxjEK+hpxB2)gc
zoSU(fe;tC*_>{lKBa-reDKzRa<&SV>%AcppSjzupA|`gI0D0E6kYZLje@OPjR&1Sb
zhWD6S*?-IkdJR?RpRKVniT;;R<c9q(I7^;U?{OW{$d>~?C)!iuVbps_?!a<@N-^5g
z(PcT{I{=g~2mA|OvE=}Em9!kd5$<I<U?WS&vIIB15D=>N*Ugfb0A`^e-9)2X^554F
z=QE^yFDq1<vzzz-Eh)ov-v5`X?QHA|(439DG-Sy9jpt&`TWaF6EdSDFlrNhvQ72+*
ziv1<nO(@I1a~g+SIO)1TBwL#Q6q4HH<kU&fj?znJUgHGzY!7Mv?KF~<%XV%rcurrM
z|7x0o!~kiGq3@jL-%Ep`0we*+H9)G;kSO1lLox!S>}md6NGvk@cD<zeZ{#E9%Et~#
z0U7rQNUmxAchit4*+@y#2WUu?YzRosY5q@=pj-uD8)Rfyf=<3px~D8Zr@{8Tk`-yn
zdG{nqFextrl53p&T^bUlbW_swUo<32UIZjN0jJgr;pM}8By9`7U^!*s{S0w3N5dX+
zQ}{@0xK^g`RVfE^^CDR|oz)jB82W}y-!M&IqOmy++NH?GZKlCc3PnJ2Rg%x4AyERt
zAsNOdOPc=*623XmvzO+-lns_^HZCQ@CrN@yEh8YgYMEEikSHyalBQSDkh%+zosH|)
zlN8j9_-4<;H_#9>=owCOMm;kfiT?X&k`h(RyP;hQ)$$+>hEgp8lB;TYl!in}1&7q5
zYI%Z$KR2r7%WSY*RZB{S|Bxh@R4oFMt7`cT4T(}MDQOy7K{^!Og~(Pde9=&rDa5QG
zuA|{)P%NC_G>WDBvzX|QONh)=qW?K0S29nf=}PpU1L!$qOk|=zmUA<f=wA*lczmK?
z;}J>p{}l3jJtq1Qu1xgvj2TPx|6F7a9TNSgUTY@$>Ab$vv&x41J_^*ZUvic!BaQzv
zq=2XKJ<*;Td?Sr7X@@kv$|2g5%_WWhDgesU__yE{OXIVvq%=N97}EF}R^ERT9y71r
z4hF9)Yk1MOm8sw1ZDsn^V&u!p@I_$6%gXe-xA732I=)T38G2<I^@tw9yO8z6{u{*z
z#J|<T)C?$#_~NoawO}tU+mQLKCiexy`~_vki_0`oo#2G<>&uKE?U$Hol!BXk+}EIC
zB)`hcc;-?$2$#cAS(V;jX|^rgVJ<&eDKwjGRjx46uGHGiQ4Js7Yj&DC=1Jck4fhgS
z1Ujnth09})$T~z=W`IQq^Ud)4!nEW|wb}uAx%iQKxw?P!V%WBh+dp>ih8x~)_3-s0
zIdwgP4|~ngU5&z|H&K{8unWGz1EPzIsz<Kpuj9&><^?O*!S;n}wbm-&>@weoboTD^
zPi=XJTibJ+*r;sUF_Jr99faSkL-*Tr>XF>09Xt4YNb?v5u@<471dpk?#4U*L>YINt
z)G*|cQf?K(G*y{=wW553qDaX2k0OX+|C0*RQ82eqR`fgVw08C6G;FGc>i8d({$uM|
z|Ey?>-?c)$-%j(z|2B5R*0YSAG)nrEX5g!9D<ePHIQ^&#PShG(EKdI+=T@+5CT0$=
zebZ}gmvJDy%uAe*krZDa_RE1m>XLo28P~rOMj>&BVRDvvKD0{_f3KmzQ1Q2b<T}SU
z(2%G(&LJ7`_l46l9`WVBi)H5_?RE}HfazOMxxvT^#0sIe6;z_UC|DC?9+O@vxGhc+
zc1xL?zdJ<U<s^CJ=8%+-uI(98{HhU}#Sl?N5|rzhT?DVAwpWc9C}N=e%K&h~YnxJX
z>o7@z%ecgHYfvff5X){O;bmr-0dG3_#x*NAB=fHi(Qyw+hYR2A_0|zJb4Egt?(Z3r
zs}6mLhD7O5A$93w;V}~4(IyMYBlILmhl?z@j?i~$NLfc{4Jw?F%O8@${~{r09;;Z$
zvonJiuOeL_$~TGCvB~nWwr5DL@^KmsDXV-e1Sc~j4`-8*T;(C+t_%rx1p&^E7+gjY
z;xKu2o(qG+ZmzTaw8<xPZU46r*HCFb`7EZ!<Kh@UYl8R0=*yaQxTs&*{GWhde41Bd
z6G`(v42>Mpys=KG_2OoPE|a}HoMg$~N8oniK`wdw==S6Bz3<KKx$SW91<N&T-wRuG
zy~);I5lgKN7Kul+;Okq!_M1X-V|n|*>V%F<gTbOoxdkr)tQffx|90$*hr9zE4-J(C
z-$4kPox;cmeTN&~zD}?JwpXEFxRvKmJX5|fHT-()X4t<C{!rp&46PMx{4ul(76Byg
zpo%OFo2TC4dZj#BZguWp55OCws&F|7?B$8cj(-Fj18$t(9iPe2Aa({X+wfYQKvIr~
zZUdjVwEieaqA<zAv8J*>h_QHa+F!z>B47VXyo4AV;$`cVZm01iM@~;HxsBk3FTDb`
z6X0n!Dl_BuunO+|k08)t|HA^dQ>I$t{xO_De62y_o~*EtYH>uQoO-a<pz=F*L$TH%
zM8*<K|LY52W#RLHF<)r-0$#C&26h!$XkZE1^*+b8m;C~3uJI}`<sol*b)mZ7yR^}O
z7jp)iVuIk&xF-|S>aU*Nw0bOVT{aN-|AYd9*<=4RFzPDnb*@g@D)CH{xE)ljLJI8Z
zkU%;oZ+{SKXlp)logZOR(>9d6{bvO!IBG_48uPdFS95g~uM+4T7@9TyJnY8K-zs5(
zKsk0!DfPr`*@`ZRP)XZ3L}uFA!Kq?cL{xhZfW`tXtFehVJKuyx)8gzPbO2fU6zEpY
zduEcpC4@D0Wjo~TtdBZ7*Wz1rnZk2+c+Lq8o9*zdH5{IB=l-35tW+`n4(x~fIz#%&
zkh-`q1k9fGdH=1@qpP=bKJ=Bv+qn|jrSW$B`vEC`8?^Etz$+X%|9yz4NhgYr@NSL@
zEyJV<$ClERh_rBU_Q0dUNjMWPV;r0duP&6EUNLv51h1~e!x5EH$d#M9$wC`{oH&v@
z)TmYW=bF+8=Nf2*^Ucl5`RTnQrFnc0ksbCY1<vtWFzhc2n*T2hVuWVfzX`V#j**<E
zYVulz5g0HE$H*|8G0xE|0c-9Y-GEojIbv5y&JoAh0+#n5081aJf`_eYRGQIR4E2<;
zel9B~$chZCa3Cr&j#bVTOF79dg+565RS#mo2l4f329ecayiT=Xbr_p_sKZzrsl#BT
zbb@2UB^dm^?IvnOf@+U$BI`c6@Phw*IRq14<BICO8ti7=IX^Sq4+W>`uHxz}7&s`g
zINl!NQQaz3SD`t<jVD#taJKFxU#=Ft!`mTbYK`RB%iy=?AX_w&t5u5p<?!sgs8O)J
z+i5RJ__z`)PJ^>o`&g)<ZQn?*7GYAlI^@+ptRT&Sz}Y1TD?*|nmpmf()r4pM;!}zO
z&SaZcwBxF&_n*XWY{xYi(sCt{F>l#;Jktda%5ROuLl+xtbQ5Zko6_|IL%N;#O&=NA
z&wi6+iElPVza=S3PG$ZQ+NG!hSh9xu3Gp_UOtA_`uKDldX-HK5n?o|H02YFVVcfGE
zU64rbyRx5ccAh~(H$4O^tM+_c|5aHvmg%&XgBc_u86GUR=T*{*{U$&!><4!n<76jC
zrl5ZUPSwwtJQy3ZhqPjj$|d_v$tC}0GxEhGBa?Cd14g0qF6aM;21Bg?2}rJTS)n0O
za>*f?a*1mrD1-@e8C|QnnS`EQF1sz#>;Sk%#&=AGKEwVi;U{-l<UGhIi_2}tAR>>0
z>USxV#vNNO-%T<ySuX#SQR^(1AE3cdaw#CW%H=0%NR(W1NIl8rmr3YzB9~ueBV~IS
z-NrSITy}pJm-OPih0Iy5<DyG?JTM9RVezG0?D*dY^&Ow!(uhP7Tpxx;4hgQXZL${f
z5U|W`arca6BR&GRT^I6BkLI>+2J*1lc??d$FYapBE1q+XYuPcjr(&tt;3Ol*l?24j
zb*;nxM6OGt6Uud+5CUpTU%Fh^TIegRSFMRO0ApUPO?FCSmJf0ow9`I_tiMiP+2gsc
zL1@KuT{x0F*R?9b{f^T6>*pW@VG@PoO2te@e(PL#ROEVw@G>U9mAi<&VWF67p>XB)
z)f%}H3$t_WI-Ja-UjWkmL1kb3=OeIT{{jIs-d8q<QsX>VTutK78P{TV8D5iez-#7s
zye>j@BTC<l>A{9N;51bm&9yPkwLi$fHGd~II%(%Z;JT&+7U*G9!@hF0jO&8qm2$IX
zEYx%FKMxNb6MASI7WJo$Cxg>i_?2UcilHkoXTb@E*TZ{L>_r@&Smnj;`k*AhYVHud
z?N3FthflAUME3*H1-JwGpuu2>RST5&m0?TH-5r^z4^#jI%Q`X9&Y@J`+xRqxDX`$6
zH5(1koXz&C`8tw^fMW6kT3iB-#p_d{E|S1PTn2!O*Fk$q%i`3$RTJDz^Ni!8*3j%>
z0Q|l1M-9g*EK&l20=Ii;3=Spa-)s9=iXEkj=gsr}KC@Xr53qz465kX@Sc2t#grB$>
zAgpt2L0Satcn`<+pb3_hjLA?r8j?Je3ZxJogrkJVzs&#_CopRX9)Y+d{j6ByKaSvr
z{l8Czsx2&wq5Wgf-ceXMBa?kZlq*|Uko_nu!c18LlUIR_5SkZNiZMbnG{i$9TWpLN
zNQ|O!NAZY>&%dT(kS#t-0RMkx4D!>6&ref<6yk$$QixAHw`7dCHsNQ*8h_weCO&=m
z$9Zzu;xh!?nGfw9#fLL8jrbt@wfN92{}-}Pn@Xjyda1xUgB!`boxn2I40455t5Ke4
zw>(%{I63jLQPxjrfk7H|s3RKzm$wNW!Ez(&OSw0c#X$x%*-e+?nP8<(8_Oo(<mXFz
zN1KEB-cAYzeLm#5s%_72Mddtzvb^*xvKLpByO4KIbX=v#h|BDgiQy~Qv~XT;*-b;D
z5*-3k?AC@Dx2Q})GL5Mffc2UL_AwSSl5H%gM|;6)4TgPAMe+;}tr}?o^Djq&a7O6H
z{+VzuYw*u7^B;u@nwWV67-OZ&oJlpWh7dy-TU!(IN-wIE;ZSG{0l|F+`&w;JO?Zvm
znbJ<IOMF0Ein|aVoGu{1rV0K0v#}Ac*$fogb_T(eIg|)dnsAN+7dOOaX@b(hotV;u
z`=A?Mn($t{Vx<Y}DpH!j^znLuaW7V5n|5p*Eyt<JDqr=LY(36&RE<Vg-7Ls4h6OR2
zg{+9-a&>dU{#K1<oGPWQ$tP6X;PC9$B#augBg;Y-1>*)J+})x)p-72i18Gsd3{3$8
z*VOrUXh@Vr5s>07N;FpbF$u|>-RUd}LL!zGyIB-Yg*FOZjz-Wz=KsG)P{^YE4cwas
zixNMtq*a+q>1LMYV`3<Kuq<bHvn*%p^s>KhEwe0Z@lV<q<fCkq7}{$@`)+ZFuq={F
z2oYk2+S#&f1*qJzjN%ouEbJ=DvT%%hu`FlsoQk7WA>t8{bQu_HbqXkbZ?_^R=XgYP
z)6JTg@rX|MSn-Iy4Y`llEYRhokkA(764iFrJvW0zJzJ06ij36O<2q=X!g`cxNR;&u
zkX)_DArjJ@Sr1Nyv-Qvd=3k2hg{;R8xHk>fBRY?y<!H^aUnHfPso#sl5cXg-&gy10
z&N8gVy$EmEf2RPODjvBI8}WGL9)-43JR+$Cs}VEA&Q{|=fXc1LNAQYS4R)1eH8{pr
zd>eLUjHpSjO#_yE#X8ck>rS^v6^5Tt7_zGfhO9((J=aC0d*n(0Pj;71z6ml;8{mWr
zC?dC}@glDZsV=YC!IacP!6{e3(f}3!Q&qdig#skmCKME<soC8r`^YzHhuAV$?#5gb
zHi@zq&s5q|)zD2Q^K)3t`+s0GOfShf6nHw+&=z;Hm=|H1nU(NhhSD-mDo8!Q3CAh#
zCx=kH2}kcni<In&_%w1~WjWYV!7mm5aR!zy<<+$Nzrb#oQ=~Jli#4vi;6mT9aaeSm
zJ<RrK(SA-W4!Vr@qMjw4hr324<;rlE;t5^nyAYm`+MQk7<gO>lO|ES^9@>Gyu}`Vl
zE&<KouI&XI*)wP`RLz=z<QjNCkA_6KP8^a^v$h0ke5F?6jI}C$gr<#M{@zKVVJT$X
z<X)^z70T6)-*cXK2UMsTd0w-q@`ZfJTp2k|Qb4LL0m&AQ8<lX}7!r;t8WJTODQUWa
zhC~U6fE4Rj_cOZ{qUsJ3R%Qthu&B&TR~fMV>TZ+Ve%eIbEb=}U$c35>z4>6xWG!OF
z`6M!C*Z_Y>iiZ4Z>!|mWoJ>al0fv&Zj(UU!Ly4h)<T|w;ry)^d$RQaV>_JC;lSIQD
z=yaJw+!>KkKEJ_-%$1QpA}Jtslz`-_qkc<6qJ$$QO-t5M4u}g)?mFst5>{pj=uJm)
ze%V^5+a$N2HW4RvRF4}`E+E;LjPvuLT?*%ECk=*@JpsveKE0fVL@6c?$xuwH#4EvP
zimqfFAfcOsnob{eTgf2o<$g9&b_~#MTr<kzG;TzBBgx2Q{O@GcIvdP)(qJgL6p&oy
z@-Jvelw5L1J;~)KNa%ASmmg&#<tmq)2WjN8`?I(aB`)5b!Hp<`V1wf~qG&{T;y|PC
ze-)AeS#!Uo0al3OBVdv070Csbc>S74SHvb>Lx-$P??#kgg(T8au^Bd^^dApC2hWQP
zC2mAngbyVy6Q<jUvJm>BmJ5wxwsid}XqSE?%Flsad?N~uq{~K>Uf<`PHhsqA2}hO6
z_F<k`RDhm}W5M(2|1D$zq|iD??xg58lrruu2yH^?_LvIA{1JpX>~Fz8iDF=CLyhmO
zrz06ZlQ?tMwdMvC$d8TWco^Ds8%l<jnt$hU{yi@P|NQ4-Bfc5MplUZ1_1S6vyuB&l
zxj-D>W0HdsG?t|px*Bfrx>|WFap#F$^W7zrIF^boQRgk_!u=*!LVJ*5tIm5VCg3ER
zGD%?HRQzRm#yzQ!5S8Bu85V317eJuf#(~q_83=3Xj!!Ep{2C%N>`$d4L}&%UP27Xx
zGh%E9Av`y4<t5vk@!DjD7a4FGi){tQaJ`Uo%i2<~gHNNd#9ho1LD_^(W`u-wl3x|S
z*r?x`idnYk!4`?PESLvpEWkhib)2Z)Wbo~&un{tdklkf4pNgd*hVBg%XZ^oKl!pEH
zr6R|cMBL!=UT9C5dK51qiJbjuBoQ~byigzrbJvo_ncETdxl}B%<!ul!evGliR&^>|
zhS7>SQ2XntKnkHkIPOA~wB<=my`-PDz<eLU4g1feLe&-++|u$iw09I3&d4+ZgX~Wd
zm`$qOl-?1=v)HzAOi_#5e*&<{*@3d9XDOgRAKHfvWf$pLlM1Ae9)y!ZdR`Q}eM}nd
z?i->uBDi7yv{b0t(u3UD0PP*6hchyb^dJB&J#<U4AxgSyf|G1r+IG}$y<%UkkV8)m
zJRM;{;UL5!9DLaFituVRI3kf1Kj86*O|O+})pC3HUUKOlT)OMhOZM&^9g1&Xt~R}f
z>OhOO*~t}S*Iarv?}ZCBD4%oUyCc!jOJCWV16wZ%jk|SHLa@XjSc=pl!2%7OIRjUP
zI--3bapXBdht;dK!S?Lz)OhsNOIKbj-Md$hn`Fjfc}ru#xUsh<Zp<Im-39O^1~+;V
z*z<Eaw3qV%xSh3R=?pROxo{z_tnnbX1<Hp;rTEw<FiQMnSsQik;L2!Up)DFpMuibo
z-<8#5qx47QDA7eHuUBnnr?@ssGnU%e#kGn|Bs=e1DfKQzN?iR9x%Bl;XbM=^%Xt^b
z*)jhDEys-Ee@#Q8Qr7~KYwG$FG$bl@%^`tOQtY&)27fmliR7smsuR;9<G%y@2$jp;
z3iq<6Oj)i}Y~PDW3b^{Sw|y@HUF6GNC%6XE@)+zgwDTv4Ws?}Ci2Vz)1F+~Z+{5Tu
z9@<OpjQcmhgIA*dJ6^F$RCX1q^JFTi*E-J;X&~IRW_TC0;->5-RQj1lZLW&xETlKJ
zITMOg->~OE->^LgY->+z&UvbB(4LI~?ijM8s#6o1PIn%sh)JzG*Fe)0y7P1z5~Vu@
zBv;*e4h@OYog5PAPR&nSaPWal%2P{?zZ&}pDbHU|kMfL}BT{?LnXIy;`fqzxpRxl`
zpE3M%R-b!;_gsAz@QSHVb~Q8Vb0Y+1$(pm?sMR6ZIs&Iq3@4Pz!&~bsi8?c=&#L}m
zsG!_Z&h1jAuGr(uk+WU~^KAVx7)gJccfl-{jY6*34WWtY>^=TrsG)5NNbeD0QY&vE
z|LKr|G-m^+E87>!;Q?jGu5CT{Hic`PU7!u5rqlmp>?UfhVyX{q7d*Kn{Cy;1<X-Ii
zpeYzES2OZ34T&-%0#a;6UCikopCuug>o3--cF$GcxWH{xeanIcdAdhRe*F_k1v!xf
zBwGfOE5E--L!w-Xlr;UEhLlwXVk^J<PPAPMTM=cJ0*9(fCpmBq6XT}8ZtTATSUL@1
zqHSlSlQS0vk@+_*At<rop`Ey0%@1#ZBct|$4u&0Td&LoZpos_7Z`!<>Hz5<YB_t+z
zwq&c^s(9nDAq398tWJ8yp@+d@2}C9};@3i-9qKh%_%NhB2cPDsu=J;y@beq!>P7L?
zA`rJyEHZvgWFs$7*(5OPmX#ObwHyHO50%leL5lENI}kDF&Rh#XxqEmWUNQHOT_w1O
zK1UdRqO57jEnEnay+oA`05|a@!c7E8O7;}bpiY}HT{hNBHz#jJq(vwYmqI4OaQW5t
zF<v1?SmsP^nWKG-Db+S;&bAY*SY&4}dvI!AtEh?dwn(Su7HFEnsd+OEi85#clB-km
zXC$P|=8U;d)HabW#w;bj9wezCof-kj)v0-uhD13vDQWsL4JoS(#5y(KB4K5gg5I4P
z&NJIWnCOIJH?42{S0PEE^v!;_Hw{irM6XJ}W{z|mb8UPvgbuDv(z$f04vH99&-{lz
z{Nr5jApD0i8ykl9e9_*~e~?sy{}404&iSQbfXW?+6Y+{U5bP?+f#4YT;y`TGi}X$_
zn;VjR2-Q!r8!_tSMi?D+^CVU)Pr_&vawbv~$(&0H4ee5#t=a|$XVs-JD37K}REduJ
zadlTHLQ;DZmqODN-o$k@B+8NqNb%l8bd#4yLNXP1x)e#bO<rBR2~LHx711K*UxEaM
ztjGx5n+7WqH>ac_nLEj5N_m?Y#vW|RIWmw<GB)Sv(Aj?j!W;JQ6ky{c4O4nBx)ru$
z6dUna^mc`|9ixO>ida-q3AQ9=n4N9Oy8$Y<C4Y`r%$BgLBwNBU?!}gD!g?|%E0VZi
z0X-z!kGzxpU|n>x96ABS9uL`!F1rpsAqF&FAZR=BQPp;q)A))l(-wDrS&@?3QhX7b
zrmz&>q9IY1LO_bQ6nJQWomKb&3CWzX=`2OJ;|aQ0ij@4CcM|3Ol5wYi<QjJ_ry)^s
zXG)q*q#<RMf!Mfn3kfT;6!ac<a-KPR3|iUvUqHbQc?=(hd(+@C*t%5u3bUI`=h}^V
z2@i=W+=G{p>ZtUqQCNok7dy+0;U#>8jS55iD$(9C;*?Z^mk=|w&R)WPfXcmu5?(Pc
zfn6ne2^`~IyoAlXuH4B_Sf3PavObbMg)L5=g6O21udrN2nW90+TX1-t(Q8QIpgo40
zRokF3tC6L_9@}Tg5LLcK5s}(gxC@%5@D=`?hD6y30V&>Bh(?tkBq3$C5{$b&<fu6n
z&Nf1em;WXtC}blJ!@X&+5#c!`t;F0&G*h@Yh~ewOPNX{c{3(Pt?0-XmjSn77sWI%t
zE3pxeCZAAfJ4KU{O0W|#!|QA(eh5&xo%j)6F+0JolI#S>80<u{AR>Jt=9Q;f0G8??
zO}k;&BW!=8F#N5;kX=PEoR%YO^ScTY74KrU1fSoGuawM9)rxI+_oi*KVA=Hq`_8D*
zGGxKhoMpS*=q7)7Gs|n_OFbWly7pv{w8X?YeH`j))pn+8o5fpny+gZ>)V<O3E49f&
zrMY9Y>Kz)#(=WuCu)0odiNPe9`LXWV(ckHcfH*5fn`uqFe;Rhfyb65|>-@tUzCNo^
z-qFXV$~$WVxUw-jkHjqbbfxD&JIbRpPbxdd@mV~DCyrV@Vf|&$RaUDZ55U=k=<v-O
zf}>1ruYlVqps{M(Wh;g30CbHSD2=+I5f|@kS10k6t8wobDghc?A(ruqDMWTPGwNm|
z6XZ(@twI-Nv#w>oNlvxvLDei(olK*md5svycsocdnwwSIqeamSDi%pKW8AT)@?8q~
z^h!n(?!O7Uv6YPfY`h22iE$#T)G1C{<~|a&WG(Y<Xy>YB?sa??wM-njdaC+IpsQZB
z%-x8N&@!B*+&P5XJ!zR6L<i`1;ic_XyK0%QLQ}3~p1>=nW!TlsXqhvV6tj2KcTqLr
z;M{K9gT7g1_cV=4=Ree_#LvC2l)h@!^-1&icOZ=4S8b0LrNdo7Gzx6Eq~;0Vw$;yX
z6dCa>c&7BdSQh+~#RC7=*v&MnpH(?N>Eca7vieyD?OfH*kmIwce)NcIat-zKG_aso
z_47Z_hg3hDrA+;NR}4~SCr5Sw>PL-~M%`8Y>;PtQ_49nZV(N!o&5ZgvmCgHZ?*)nV
zaIjIL#tEioBX6dV7g5L~_AcLi>C^H?aDsX^zopRF-yF$p*>d0zUWqu)&bOVdH$6>O
z3e9Gk9Z&tNMJSqhIgF+m<T>wZDTEr@DF||531L#%fKbWYOBJNK8NHqZ>4S=Zcs)y*
z8cn?4#%`FN)ln^XExE{}w+EH~N}xg`{n{>AP})8g3mws}2#GE;KY7FT>}L<~+y3GK
zz3n}izeU<AxU$XDJtV^ZG0;sRoFrQWH$h#$6`DdRz4mnba7IZ;{EH3jei~RmoX{2q
zR{Dj4Wb0ECDd{%+1fG2}$4bZji{)I8<II9BiZys?qx)$ZU5Ym!5A$Y#>l?`(`PBya
z4>Z6;{%~k%_|yGaG{|uhIfG~a-Uj3whr(jM@&P!#!9s*jZjHYGB52gBSAc+}SHKkj
z^9rsO!x8HhgwFmw{so1m*W8}l4zE#XCSd#C+Jx^-w)S$d1EsM@Jffvc-vSzcC!k4h
z%s%gTbwbD15la5h24ELgQ3D*j2FA`rS&9!NryKpZu7V+0P=~j|F0LQh%59nDp5ma0
z^OP1tUz8hY45d}Pu@>5;Ki~J)z#e|SFOC*J-&fLzNU@ikub+M6#UusCjxx50peR(!
z;|TDjh2Mw~2l=v2^*#Th+<vd>HOiAY%(CKHU`4Mv*(gtVaEKVjAD1->Q*d1^=E|+6
zJWs3&_nLfn8c17johZHJpN04i``hqOqTray*r4?#NFYt?tM~3zwsiL?hff*FopR)q
z>-X-(bI`n3w9Bw43h%Px$Dy^_^@_K<UK~{{7|AtT4fX*|h7OfmrCgy{EMpR}P=Uip
z;ic?T1^mWd&puVyU!L6GE(61=(5}srjbb~WHIIVh60nl$drb_^p_z73Du#(EbpbSD
zd-PUE>DT=SalgVCVQX`YY??Og-P?tMlDhTea~cn(QFeuZ+AeBXFv4^`C+nao0Sz*D
z5yLTUS1@D?BQIvKkm`ldUe92<rC4^81_h!-<!9OryDqyO1a|Wf@ep3I5RqLagor-J
z)>;_M`|nu|D)`uzNL_DbCz)^M>uHdD7o_V4M%e>m!L3s$Z35nGzP<x9y#$AOmX>m%
zD~-Th-wfirL<U|UAYhF0rIqqVu;MDdXa_T}1@l^Yi;??keEr)|z=r+X(#Tn91+@4>
z)q-Jm7GRcb+vk13O3s_})M8^NSix^?l}rpp!y0&SV~^4BxYS#t;9JBO+UQ5FLLJAn
z)3s&qkk^3Vc<21gls^=l7Va?S6{4`_dc0)AX!!X=zHm>DI-TU<a9{Z?a8hPrV!U2!
zG9AA?2b8{8e8HFawHmn#%zLA)T74vkhH<<2anq)eT%|DKRpgDaS{2?#+N#wmt#X~;
zyfKG2p(p;^!E&<<YtP$r6Yvl~v3~TbxGr53KLYSZ+nb%F!oy0uIVYWy3ZD)&v^6%F
zR6v-NpA$+dJg6Ye`6R#!I-O$}RN^Xao^eO19%kRZrf5i?SJ3qPPhdBpyu!+`d`o1a
zKiD|^OBbA|EJG|#I?Hh1@5dBloHCOiBE{jH_xL5rLNf31GiXZ1J!UrIKiRWJlIE<`
z`b&_i(=1EPE~LoVH*IlQb&Bm5h9-PsT45QqgV@BbO;0}T=VTfTRhup#xgPejm4-ys
z9CAoT(h3*9Y!kv6ZiV06k%6cRi&^B;AxHT6BvPg?X+^``&IPg{5@m|PVi1dVrPgk;
z*qtXKI_A4!&*Q`C%H&-nJ*1fskZi$8J|Sp=hC~TYN}B34Bua1ur1)Z0a6CfNa5D)h
zvotJ3NQ4ylR|8z*l&I+V+wlgm$Oj$4<ad>pw~_Rc(jq3mow2?^Dz?b6zW33PsH|*C
zHS-`1iINrpX_J|SUt#DDbWA0Mk^8pxew4=IoN$IdSkr9R>$OH}yg5~9v|iD!wY+BM
z4ou5z<cWKZoGl2ZM3M$<x$RAJWohWsKKxyh#=qF~e3Pap(HeaN+NH2Y->1P)N<~0&
z75)FFAyHz&AsO6b^BaTac=N-4w%Iv&DrMZwVNGRrdQmj}fKu2&N>(%}xqT{0FR5q*
zBv(aq77d9~G%0C%J`Jh61o@VtS+Hr7oPc;~%ga?XtPJXe6Pr<;tcnEV5slK%9+4D@
zZ#Gf;XrdBz$^^7ap;KBk7)qxINUl2NH8dnjA~>X;bV`SWJ|{ZmO>CrGBbSui{wtDR
zQl|(=t~%x8G$cx=q@?NdG^FklWb2eZ%zDW=$iLWA@JSk82ED=w&Zt*TNY3a*6wD&=
ztRzo;w<-Kjn!-dS^B>SIg_8Ll4Te%O0+OqeS#}!bI*?+|AsI?$2y?GIH_G|z?7*B%
zVlgMmW*AUP5&N7&Qb6)iKyr<gFQOq)vXPRe7txR?^&ud|M#^!T<9ZU5s{m|U0)g)!
zoT}P_DkQJf2{@>Xu`;K@);-BCY|43eh$NVl7XiuD+}uh-qRdT7n(n3{QSu@nSuSi>
zbMr15UIuf+(XfZy6h1O49wruvqV`5Stn7{aZrhuW(Ih6?n}?uX3VZW88VsdV1SD5`
z^K}{$B_kY?VQ-cgi*b~}>BHwjA<*|oJj^jq6*6;B85Pdce9&B3`5Tf1QiTXet|n*b
zbka$n#3Ln5>u5-ncnC<&CTAlF%2fiU*W_>-Z2gmLa#Bvc3rT`Wc@dCYP0kn%i847U
zY1%_WqU1$DN@sF>8eRsI!_lyZ+!Q|2<Qx-MdJwfW;wfco<agWF{2@(SqOExqv`b-Y
z?xMj^%0xhNRgm}6kSO8ckPKVH6?<}4HqOR;kc4jz^6c4|_p`xr&7q`Z_!mfmNev?)
zxoViFXh@WXNlDW)G^FlA6w0Asagdydee8=p3x7t#%b;O6!D%#1_h)fuKwK3`=A8k<
z<GhxxxlJx%Z&L+rouD6Lx^l7O|0|SI7$xPno+Wk%Xk;S01O6HsIqVM5Yv=w&^TFR4
zU~ji%AhF2tQ>FEDUckia%s&X^V6i2r+~|8PLpu^$(H#j>q5yjIP`L;(a&vS7H!X~g
z^RJ`VvAcUm%uNh(L{t+PnR4||xmv6p8ifVTipT2=MO$Hix^8yJZ?wHiD_aztWo&kE
z!<oUg>Ye>_5Cq=~ak^6{p(x?mArx)BnNPJ<;w<PZydq}VfB_J4DDCW&#%yx{?b2_R
zI2Bs)tr9qA_*Mx=7T~NBJ1OSAY!&nj$_Z5Ntqm58<n;KkZ{k<0;N1)Wg6)PBWf5ar
zoL&x?2yq%s*PF(h6%_8qjuLlLq?4=b7<+8Vbdf6$+D(sKrR9YdF#jdU2);Xn4|B5V
z!B(>RUbi|OFS$0f_RpMhQBF?y99L~Qcz+WN8k`n&kX1#iT{13@DjV&;3IPuLHwn0M
zr&comHQq;u{Yc{24ZBLP--d1X!i^_|T(dpFzu}9o_DXIFBOndM-dwYmYn2Ku*oBmv
zEL3x_KdIgHibHTXR{=KJOx0oU4Kn>u;Rp-_Y|fD#v8_whLcP!^i~Tn+#ZRP=(37ak
zb1*(ZXnd@R9Gs9$kMzyfN<3|XH4bbdza<2Q76Y;K1#x2v?b7LCo)XSrnmUZ(pVPd&
z6S;BHPTUovr3_woHngwoRf^-4a<gT;=}Z(<4hH?~=g2R4-ICQ4-Q7`JNQPcqz};^x
zuc3C2n70%|*cg2*)fhdDPY?Sa!9VLo$@WehE=9&ft#~AYti5~hQcyH%he8g|t&;_#
zxmp8vA#BcV-J08l8~b2#Az!vu$_HSQFz*X@y1^WhvtnMbyix{I3zczbS*z|hfCqNX
zuP{#bO`98EO~s9W<lOiY{NW}zmk-SV{K+(BmKP_6cwVqlQs7P1ONC~+Y0_Yow+a%h
zdo~6C7J^96x$kib{*_UX{HW=2@y)MG@a=qu>y`3kxz)KtTS^uku*bzJlm7$g+fMo3
z?%xlaXnorWQ)X}2=lt})4-J(}_n~M=?Zdy=boXttIh{-lLK1WfNTyT72gL@iYR*6h
z#}t?yn+5c0Xhb@^xKdZFVJy+{e<yk9#`5E!Z+{_txN#b&n!mY=;KDQgx$oR^x8Y+l
z^$`|uc&_`*RU_x{ENGiB3<qsH?0>$CNTU>d4xSO(jM}q<kA9dx`T>Vt|B62<b-eU}
zXspHlM;X2<<!Wt9WT)hCVGyUNSUb=CuP=acM_J+fA9te|u>FthDzg8P?Z8_vc9~_{
z`1eq7GN^AE;>PcMI|kG}E4w$N;T|@<?J^){-0#*b)eg<UhO`z8h-D32bG0{y8rsT@
zOdTRjO1MP^-G6iin+tUXDY&!8U76fmH}{zNki`9&;^9&AVPl-d2}YUrr`@GUO20o%
zv%`NAb`#p4hIUvAzcfzPJ*DZGvb?toCe*I9SWNV;v=?UEl@^%@jEY{ijeUfqk=!=+
zL1;>uM02s{{p{H}-Zu6nn%2ZMp~o5W&fCVmNrR!*gajm4J@b7U5|z&9kc>5<Y1=mT
zYZ56dnPd7))3t4k+A#Frd>~!fyCQGv{}gImKys}~SWiQuL?$IoXV8!+kr9xh-gms4
z{X7y<W;y6(9|xzv_Uw`?5>igaYe;%Yqc0%2t``<)NYr{^N}6gkBuZKYB&#AJvN24=
z$C3NC9lnXiBEu>oN6r=mQzA*zwJOO9>mAK~_=xl{_!pa`x6&jfnxZ#DyA<UK@1em^
zdPP8T)s-KjAyJaTAsMD9OL@X$Bz$vh&E$yR&Fb`20{3Y)SRt#?ZD?H?{w<PVQr(E5
zbyYV%pdnG}CZ!PliiXr(h*Fj(EZ$5S_za4L6P!k|bbl7h6XL>&%;gEEN6QmLJcnfp
zaxq*ND!dEaruaeyjaH;k;Q%zsUZ{W|A&<if6^^pNmenmx0e)hou4~=G^P_bOD#g+z
zj>eYG=PjNWl4dJ;9XvO~;;{yAtvLCYAtYXjFp`FpP}1`95W=>mOt)}+3G_t;qlWxi
z2H<LFr_<qq$kVX|cqn-b$17Jmcko>JxzLIiB%q-3f`oLOz$B%pOE?<k8)b<~Lm~QN
z{kjN`idFCD;$_VG_4-{U50*+{6&0jKtyzl&BDHkg<tgPr`BMmH*gqhk$&9TnKBmdn
z*dA?JGNw#4+cKW#_E4}5PKg|cdYc2H^a<a*pl0SSo%PDWI%BC;gagh_i~D&r)J-Vu
zD-o3(r_MUN)qooAHqX`G_S|)RiSWkUOZXL>V;()-tkCcZ@^G_Fjq?6d3ywT1R4TPY
zUU3|Mgi~s9)p0j0C|++LXC~ijrH{T|5uuRlvB-TTZY&k}MpD-37dzdl+6I4e6y<2c
zgCcUaI!9TWtx<|3G1nzQ7EkIxYk)r~LoNB$9=!Y10K{dKlM?{%hIT1}tp{l^RInu=
zx%&Q((vT=WnL{#yt(AP{!MqW3kn`Ab9{3_Fq<IGT!y!BV1c{ERh%M9GE%uVY?A7Qy
zf<ai7;Ptf~9}Tf_I*>2?Ms8Y%{V&7MFoLdp{T@jO8B+;Jt_i=N(~u}xNl8=R7H*TJ
z&bF<j3r(>JzeQ47?5VbzgqB$p6ttdY!49{&&3*f66MZv7^ruY9jKz(#XZM{;a*bSs
zIUAZ%elLk<&qp7P(TFGJI<90`JFlqhp}|nIML=@Z06q<g(ySbkp;=WKO1v(OsZ6<%
zgl>voDn;5gW!^=L9%iEzQXJjJ)|KOLC21!0lNejqJl1<?NK_sxr4)ULhSXh(>^v5E
z{L!arSQ&CyoY;)2Z%vH19`V}XRVrRV`fU7*ZAPA=iAt2cuR*&M9@{fC7)q}QNUl=;
zGa3>l5gbxadS%fWln*dxdSxM?6}DZ;7C9xyH;^=wdPP8T)hpX*NR(blNz(;1r0!B=
z>y<?!nwB$BeYYp$P8w<k4a3RKs9`p`h5iwxv&?EIX%5}BDKFBLC#s>n&@P1<YS3UP
zH6$Rps-atGNR$9^NQN4MDrh_B!Z{xA?DVm6d7Ha$CXvakl{ly#0);<{8@=69VCL@*
zMZfovWcbwR2}rR4R*ZZ2APFfm!+LcOWBCOy)ZmG=`PYZ|^*NFX7k;@)``2kml(fgv
zlziax(=;Rp8E~cPCp07nnqs9b?ij0iBh%qEY+C{unsmolbqPoK*x1%1*=<OvAx|KQ
zCfx=B$<=Mh(~u~)Atg=c(vT>b5s<7Zo~}n(T|&dl;4pAB>>)SxT{O$l{aIXA*Qt5`
zotTlsdg0kxRu6`W6_SpzUWuz$;$Q%cZ)CmwHo!mqdOJ&)^0NUBz^DNzTyhu8V2e|?
zi%cajCc4sHI{7Ae8`1_)_Azgl5_=?M2ddlX9tpljX@IXy!TXv{hYmNve|RMm-z0Gh
z;Knyeyc)0ACJA;G*(AZ1sCwNbvB^7#?{Z35LMyad@aDR93to#849Bjb@#Z}&o~<@T
zL-q#tG+)vySp&v>OwEh0wvTlWITh)3tGBAQ!OgR|ZWTv6o0y-0Jr8P!8Gpw+Kda%I
z@_u+dp71~I6nygAJ>IX#i(M6>Z1w}t6y}4g&3=T2MCo4vDb{AkaKIk?$4R*6EK8M6
zjDg#Ox6LW+s;=dR7cG?j{YV}PhHmWN1^0T<f<fHO6I$^om<3ED-z|nUvqqL3fJTnt
zA=|aaHS(ZRb#Y4h7k~#>%D==brj*&$%qZov8{SmypqH-7VN<Mrj`ozOtAjtCP1VO&
zv*7?6U501w!W)f4ob7QU-W7kDsZXOF<Z(Otc&#A{N8}6R!mGm3N{ZFdzGTc7_mi!f
z)@-F>3)(KNP;Gxt21l1vY;<Eb=c9h(cbaB-BSpj3_w?Ax;R)Zihh~dnZ>(KROnPmE
zcA%16&F^z*FqHWfkX+60Wi%wp{BlSJN7wRG!NapdxE`@)Iwq0xG7_WAhPl^7&MrQJ
zu6(VKRFI*vfMm-`a(d;JG$cw^Qqpug4T+K!0V!4nWGRb1)80w~%Pa;GSPxEFO0K<+
zBxE`z;b9umG)lr}X-HWmK~=KYqVNO>Ewd;nXg$k<_Oa1FOis6PjcGq^qHktuP649B
z>wj_2Vx~qLeSZV;YF0BfC($lcLb67q97)y;0tvl@DgMByPS$XKu+U(s5Tn@8z&_Py
z^VQ6q&SBB8JgR43qc#QSUwKxUwyMug(LxEge+(cB!?zm$B%Tpx4!W+@_Ls1MW`wN}
z?J04=mLlgQ`2Z1)k``Mg#e2z#oYQ6i$-|p1c*VjSc9js`2y`JH&0NL3wc$0r*7#(p
zR-W{l-D|i{Nr-NYPLczgw;x@BjfHc!m}b2_A&s{AE#uKpWtqiS=>~`HDw$;k-<OaA
zO9v<ys<y#V&tx5&EZ8z0jyvS7yz^U#cPr9kg9mC+<2q;xb4S;9&lmW>aYy5!HN-Lv
zCNW0gFl<d=Dj(B2UBmFPtKQ<CMeC$T+`k%8n^o&{eBxwCFiaZTh+*0e*!N_Z-iTZi
zs|cJGOn+a1T;V%|qN@nDVLJ6{RD!s{gP9_Eav>hSI8lRF)*prge&rN)dR9$r|DA}%
zu>U6lnfQ`ubBqmRbUrrXhkL$F5tA$(hB1<~gE3OVVT)jQWAq^a$&Jy6@roHEc9mp|
zIJ&(Uqm9j0q18@W1gSS_b+6GnlDG!KTPK^JIa^YYh;_3uRwh_B!ZjG*T8DV{?(<J=
zd52rubDJbjHtiV6onQ2tljF_u{_$qLFzId2si$(AcI@EQ5qVg)Su7icG~Abjj7b@F
zUTpYUsG%*QWGsd-&1`yjQBP<`nTmg0L7KbFxEvQYn8w<eyw7V;2E<pT37CohH-&$k
zt)fl5rrrNOcEc3DB^N9igEcUD=akrQNQB7Bm|sBC6f06g+qgQG(v?C;1f<wBM@*_~
z9SO<QwW-#idQEk4Dr_xmB9kcUdbo9C|1-e-UaY3Q>Li3!Ska?kZZQk~Ss|Pbq2;kx
zd#!c@Hv2*($%v`vT4nWi@PuF0-1IL*ks0=PI7^OUrT-4G<W~AT(cUp+l=Oj>Rx?@;
zv9TzoHFiv)!b<@tx6{|+6|>XqD#=cBgsnx)u-Y|T33==QAgRu`i$yZ|yva$0VNqeo
zt|Ayt%XyQh8_uc7n&-u_+-x^EJ82S}h!f&MS>7PzLol?AR06dL`F};A|9+i7c@qqg
znKp6u0&Wd8OrhWrW(qIhh=LT{brfY3r06imAk#UN_b9^R-Gi@`zG^7|89V+R=q}9^
z|LxdK$UQMDC?ulXQ;GRSDMseB+}{N&>P*U5taJk4s5z7JlO&DgcF2!GQ%d2>LHY>{
z(nIW7W83Cgpo7#w=i76jJJdnvH{v<xxeLsDqpcdZY37QneOS3Dfwphj<N0-(*2GN4
zR~YinuI1A-7;4=_KyqCb{0R+-S~ua4j0_OY273sog;wH}^}aK0J!-2%)A38?g<24)
zC6=pCv9_s?p-E?_zYP2H0JRjJ`#O>mGQ1OzTo+w8(vT>TNlDYQXh@XE2uQBc$O}kF
zndP8sG}3kaZ6_{yc`fB++(Xh!N{fKxTFvg$kf_9ON}3MSkSJ*pkgRI<$k~%ZX-Dqc
zdiypSiwrgH964JMOo=2-*L0joc`r>;qAB_lXa^e1)+<EaEe(d!D*}?MDSCv4L`e#V
zWSF8XXHtHNgl~>*Dy!4enUs&S!LsdNvbssh@MlPZNp&M2xvHC=(U2&0lai)|XHl+$
z3r&`~;cv+lIwtOwnX71c859dAIE`ZI{wywf#f1~IwRy&WAGn$Edt@|Pk=3mhG)kYR
zlP}LikTNNERED}NPj^uG-?4eR&>J;p>txDHLNaab5uVnQDPM$;cqpCjJVx8Pza)gP
ztuND^OnDXbMTMk>6kBFsH?&KCGUfB36+f90#kI$iDUV($M~R}6R7Og83LX_H;fwGx
z=6uQxcs^ydR^8h5j7o<ml_dEG5!|rf5>Vq8TTC}VV|{ey(wKtLOw3&8bS56cc!-_-
zm{jD%(_;F#%F`h?6L~8Ue~2Aq$a@Q=iY2O&^Hi$%3dl9ccf&;bO><ynwESpDlPe1s
z%v(xeSc30uq_ohhk{#7Hc*jwfi?xP{B}8@V@eDqEP6vYW6p)d&o95FZ|5`CIF7KP{
zEB^(wOA!Wrf(Ao{K?0I%81w}i5)}q<NJbbm4W~u^UlJWt9a`paI!=p3<7l21DLguv
zihBxvPLYcHPm&NaG7ymLkU4q(!|!NFl&qwrY1!G_LQ0KkJ3cNn#irs^9lEXShDm6d
zML|KMQnF66U<X3o=Dz*3iN2Y;c`uVPLw}_`E%NzcuDxaAhI#CtwH=>aCpi!Lpqx??
z;hv9;ye>?Ejd)_F=^BQ$bEe6o!BEpiKyp>FO&SuVVmTy3#j3&~D@p?2fQL0PH8!`B
z&`mi^rBS<PwYyBASF_OyX^?JX>&o$aNt#JTCC1h@)%1QE5|wI7DMgRakh)8eeY_ia
zY~<rKtPE);PHY+-*!@{dGij&RzYpyoE46zcygF4L1tF$J(orN#=Ed8MgOsm6fmgE=
zQ9(j^wMICSfO;bkkUjy$l3o0emLJ2gi5!&R28+q=5)MLa(#KM+rZ&KEQ*4-#9YA4`
zVzNCv-D{Nl&ylrH19-)1pV(ETvWUfHy&lrCl^=K#e@F|D;BxBx0;n+BKtz!8D3yV+
zR;PgceLDzVn&@#|R8C}{SOS{%*p`!lfo9#0twiY{a9FhsUOSsXU@`~TjJ1km%`%rv
zhqs)qh>Q)=DAPU)O;dRJ7t)X@r7R%Ddc-jtuzlk(60SLoQyKLbxIK8uoI+bsn5YRi
zQdW#>(e$?>c_<jVvA-7X^`aev<XI?m=20^vnATn=hB&j<mK}iBj^U?Kvq~T2aueXe
zi&k&OE2g;F6{)!Oz!3$jay0@lRE2PMLt$5v3s&z`*aZqZb``;HdJ0x2+l>aC{xyEE
z>>ctNn4g6A7V-B@;J#Q{uzH-l9<>{UQjoe@HE8vyjmO8!)pBcmd^GW`+>^D27eR-m
z+KBUEPPOp|g17F#IyadN#g~AIoLi<k%KKo{C|gF=QNCNXom1}VjU~%%X32DJ__nRe
zKcc9JGgh=U*BtO4#BSJV>cr`SJWn?#`gk&sM^8GgFaPoR+LI2j=p{1l@o{M6QJdy}
zBxyEnL@M(Yfl3)KqU!2PfSyDC!~Yy`Cy8@eW01Ac*DvD4)$d#U8$ixj6+|~(od2jt
zFcMn40~)0_o^ov)K?)lw<cwLUd*QZNFzdE$^RySjrcK=OA!dkmhCujLZ*C7OiSqlN
z#fD)4{xM4bZMWDID&(1XKi!`q4SY+;?-V(7OA!=F>cM!axfg4^7Vm3UCtKxOHSU<S
z;{j=IT~EL(W?k7;g8lM2!o6(WJO%b<R>zx#sd~jrG+@Ul17<v(Y`tDFJJ!p>rJLy*
zGoH?Ka>wz6Ep~|6NUmOK?=M&N9jM>l)bt7ywMKQ*bX&P+k)oL|QC99u)i#(jE^8CF
z#9*qlZ`M6EE!leI#R~cK#!VCMzW}=l8Mo1NLmF8aTp4aJp3p}OEHR!?w3_#9T3=4m
zn!G&lQfLQGzP;R&Tp_ui215n60+MSMwM|2!f?E!$r@Zy+Na&_IPvs+Y&07<G!5^}b
zvaLh6akWi?iMDjUaJR`zSkK0?&xw?Jib|^Sw31Zwo-L_=L9#ZPqW3Z^oh9|7G#E-!
z1teEV{d*b`C8-=zPm=l+3Edp>S(DVSv5|6>)Rf%*DM>H6x*{OCuCB~~Hs#WhYnUl%
zT0ukVE<yI{%Aj&3<a9Ld*pqQR4LQSF3nx8|;_3b@Mu>3+d8Q)7^GU8`o>S8mAwCz-
zOA#T)a&E>V#7kj*#z%-6k4S{L1sY|K5D}z|5V^C)BE+piQ^e*l?Sp;Rya=L_Tp`E(
zt6Z_rDyV~eVt-S!$giQS4Es~gB4fmVBZwi7|9sJ&8dq#7;y+0n#DB^?wdavYUXt<O
zYXK;a|8B)A7XPuUr1*~`+)Mm-GQ3`|I6m1tm>B%6Qo)~mG&%CC&Q9c~5$P88?U0Y=
z>xEWHo>={2xQ6$K7aIGU@Mp_`LwGgaVcxx@1kz#NpQyIM+^|%~c#9<mrR~x;)TCq4
z-Crr3(?@rjUjO~rO(?qC&~@;H6Rgj{UKws8p3nhZA3h<8;$Lin9wP}#c8os_?NWqr
zU!lQJj<JB`>KK2UhD5nF9FpM}5AoBjaVBxj#;1N`N|1g+Vv*UH_Y%tekdK%v9|z7Q
z9Z`yp0+JoxCs%VGLqnouBPC6z(2yKxie0<zV*+B&t20SZnFWA@%9!Nm+_Eipw;66f
zZQ^YP^B-rjWd!s6%<hOuW5+&Qq&k8+Pn&1ENS=|g&x@g{byz06MR$KwLgHU+U=uX3
z#JW5VDI;4JOFJCLnFU)EYw*%W_mwodRMp+VFmDF9FCe)izuEwArvWDNheJ!lpYG3M
zC>CcuXDSrCkEGq41gX*+(-n%nn+>R)>M)U#RVHGwE|zmM7K(iUR6%?wrtye`VsC*)
z*+Ve|DMK;tS+P*;ZE)Lhv2NSd5Fq3(zUJE8zH-IO6{^J?>`}^<VFj;dE#mPa2o<KK
zZl~s${}jsDu>TEbQ8PlgKSs)U2=|0&?-;^Ko<Invd{BG-xrA^(1fV>G`w?ET5RP3X
zg>W3<UP8DH%tQAMPkNQaAa0Ev#Ic8y!?^k^hH(OwZh_o|29aUce#S$&!RJs8A05i|
ztG2;hu~i3iLz;`y#F@9$6l4M2I)!=qfKF5GABWu>6#?BSNl>!8w*}gz2<XnI!B9@S
zfaDs8TuDQsoOTXrS^~N~Bo?OiP302w641SjkC-bT>m&u_8is)68qnQLL!x9OB~1Yh
ziINQg$vL3AhXj>b0D21OI1RS_?l!~ir%k-gfNmpD3-OdrHDwCuK1uS74Cp?_5il}Y
z-2%EV(!de}77i&RTe1gqPt)j90o}L5ypa){*b*nd+LrDoG{8juaA;}x)BRZt=;EyB
zOa*i+pG)~R<|Ig^y{9XnTMFn=4tyw}i{;#m1#~BX+{6cT8jnao_dAFSvIlesQU-L~
zvtj|=0wKW;Yik#<fbLQZ7wnKuzDA>2@;rE>H67md*o&Hf{>3PNu!G8342@uKK2ptt
zy&a-GB`erctk+3?L9nO%Q+sZ@1bZ(7pgh=nIbN|~k6k4NdmQ0jg1t=`X2Xjj(2-{Y
zl^F6JuR^|XljOkf;Oqo`QG~jMf3<LvJgx~t;5U*}Rh+pSb7Qrt2c?_%XC&tp%fNyP
zlz2|mY85<@x6y{%lQq~BVcweVg}){#%5=0?Q*DE}9Sa>Zt_-tYMvl=R)U0Ol<7*Tx
z>ElPu2mjUBO(=f6a{5M}r<)CTt`Ga>G#W0JzPUEwPuRr1jU+bN^Xx!7N@tm#=bPBG
z2C8X~gZKcAB;{EBWiNOhmoP^K?+rHNgHpcw*cY44pQ9;A^wb_>=sOoHew_wGg=qqk
zYv}nj4T%cVIHYI@kJ^uO)_G0#=Oh-Hoxol~_@D3*bLHdE^C&l#4B-VN*ARXk4T+MC
zlr(LmAyKj+AjOC9OhD{;^(+#Us{m|U0{-w|!`mm%Q0QZzGOo#T8f>pDS&^okcVi^M
zq`U}7_R{SIQftk>AhbNWhlWHc-IO%>G$cx11SI?XS*1we<zsv#ZJ{|#!^=>t%F(cg
z+!Q|28Xg<#@I`FQV)>XHF@3`(?=G6WL|gL)XqO^gd@l`#(kB9vtB!m>4T+Ku4#}`J
zSq{1W6bauP=TxbNo({QwgbkLxV4SREQZoE0l3-HF2uQ9<<{26irDRgl^fMY#cOkNC
z<GUVmy>L5e*fS^@PH;vgvnmokMifjRJ|dM1|6(ha6KRqX70WtkmqM{@p}|m!ML=>@
zEYGDOQ8K|H^{7~`B;n7EV!4bBmaAe($?zgcFsWDsBv-}KpdnF;B_&O_(2%+dQA)+~
zM>M<)iiH!LMzM5%7MBC!k|8s-9PoaUE19R#bS(!w0O&cSOXOh;v7DQ+<$%{h$Qr*K
zpz(+-2b7^v_T>NsDVGCyqKqvERN%H_eb=+Dg@iI}wPC5!T%n1(Zgh4z2M5}iCpBO$
z&}*n7uWXH#HT1uY(l+dW%US4*<o^MrkthGZDcVz#VI==0cOdz%l8g3CbV>gI41n_F
z|IhJ?CI8t~Qu3c8+)MI*153rSkxESa>q;;EaB{+bmP(RLRJx`5ef@AgLz?%pLZvwy
zS^kyhQGO|%<zK4W&Q?vB=4prL(sh1+$o!2T9BbZEla=N4Pga<x&*^Kb{gbepP)>j6
zG!C}#$#soJwxs^ENoteB#Iv9srHjlo##Z)h4@v#2Xe22Q?TTLToW7*KM^lg(4;2{t
z&Pn|y4Tg$`1SHpZ=+!hN%9Z7ijCe?Fv{JdaymM0jZW4>ku3Rrk{WtOvbLHcENeaj?
zM?i8->VJfWM9D@<nm$8AqGUrra!%_1BMHh?0H!yo&uOr|tz<=-a^C$rNiZod0+MT3
z{7V`VrF2u$wCH@w&v2nBT~hy88eWF5m=kOdxhZ_4HC!vR^{QlpIe3wzn@-}3N<V$W
z_FzV7`Vx)J7HF3u`F1`HhEga3lB<%ul7>Vn6b{KSHd(Uzdr0`^K+j%Q|7C2jT$67p
z8Geu?n4FOUlB<?^Ee(m%GAU_#GYzS`5ZTGMemzNH?NEHP=i#5x5Hsi*PI5*)GaY&T
zkJ2P1s+NyHyA-PB?`bfUY7vlJRm<0CNR(7?NIj~SXGr*Sqgwuj4VJ5FNy+f}7i2c}
z0+Oq0SwTahR7*;l*3*!>3z4l_x-J-=LBq?SSUACH6ifGKF|Qw&5SgjG{*@$GGEb%H
z%IjYS=s9FeWL`g(b2FCL-vG{jd|qGU5y|ThK%?w=eFQ1<`aD_2^7?}!>;P-g?U3bD
zuQl`fbQ<63S!KTcn^2a9{TrM`%E;O;MhbY={;+6Ijk}Sxm$XCHUZoH1dFGO}e=`8(
zS^K;3ie>HDRZ`ZTBMe!44J+^e*#?k^75t?Ct&_EC3*G|IgcF@ly}pA}N&W=2=HjP9
zX%qak`T7nH>QHI8w3HuCT^a#qoMm<%tdw>8TkD0%1BLxwhlvsESN)dLzlAzpXmq@Q
zVr?+cthF1HP%1itNX-w_$@Jp>Sg=$cVP7djN$FUyxaqZ8<tm&W609oLCfluYr8&B<
z!H6uvD~_%$RN7v%b9YC)Z)wF?Fu32VdW}M>)`0edkmB{4EjVl%zAWKj#-Z;6@O4Oh
zZ8s|LZCR@}IX(gO<F5d&9~j&?(g{}YtJPZ7TFWzj+&Mp3*7PP@)%Mi*;eEBnR0r-X
zhx3Wb_3_Et)D#<=v0#|r@hTp>122_rmBuG4g=P~_28g18y0Nt3)oYE`cm>|hQ|atn
z5Db+H74@}0SmhmtS1bTEt#(sB)F1R0y@~dI=x;e3Dpmzv!4t4oV+!sJwi<;=4~gpB
z9xN|c>+ROKSDmaC;i*nA*lz9H`rNI}GF+c%|2Xb78nwoF3C>=qcn#n)qB_|EF{`y(
zb}#*`mrk%g^h>A<|MMXH!E)ZO#zD3|(f%RSI9Q1^G=WhiU{M8V>IBOwh3ft`2rF>B
z2;UcY)lRUc;lXM3#qpvCr}-5DOqp?d0A|HLAQL!JE{?-m<G%7?SfL7*7uv1bxV{xE
zD1%TfE4HWV<4W*=vFt_}CRU>gYdz4-3U&v$TW#X->s$4v*Dlt^4^N>;t@IApYfTT{
zjG<dHDVf9<cr?pgL|2R#%T3%h0)z-G7mcfl5-bH`nlJ?l><D*|8u8dT9*)uMz|>!h
zR{*5xHSif2VeG94L%yU@IHbOUh_1p}1(H+U4}w@JPnBDpt5$9bme;-dI55S7SBp$C
zhAqWA6Yy@0ahx2%x>BoEZ*JeV4Q@B#4IiyitvXt3?BCW2j>RV#0`TN`%Y#$hVa9df
zMW$YT>*;4c3;4Obv2QZeJ>JpXZ<O8RdJKx}0a)-Yd#!y822A^HrPfphfDMA8!dElH
z31B-H2kSv5r^eOvR0P0YC6tgmf|bo9)mGu~c&WU<RDu5>zkQV&ivH5(Q~@U1E7~xx
zo4}|w>^uKDUa3tM1Z&q%mI{Cm3?H9wz-7ilXnmkv2N25vyH>dc{O5Y$4v?POWVyNz
zWI!s0)u<|(?Fsw2rQXzpR~#=-fe1GdS^mA*Is&k9KOEdUcCu0{92ocD&EJ)AI0L2O
zG1YN<unN1xv2J>meO#a25iIno2RmRk0yr-Z^$1K{kil}bScX~A8s`<#Ok!36HXu_i
zP^ZvG(c9PT+yt7=x{F&O*lp--pZYR@bEnAeFT$JrI`6*+P20QRqf{xCOShI@<JbG(
z&J=#!u>wAB!;jalhL2a{$1Pya{G0IO9oX{i@X-zivB%btI)lsm94l4EO1F-&-o{u@
zW2~1k*25TUJ=QL5xT%xp;FkjUt)<tLY7BPi_R{^O!C*jChbuGD4@--<@TgwPcfYcD
z(rgC(<tCWh&h6+Btk?mRtq&%9+^jZPtJE6Q8*<=hSS>}z3ovKzf-gN>`dk0I@IpcV
z-|>U7v58!L6Mn1&yb|6t$R2Q_s?al4@M0hGwLgL;9}yQtBKIQt{~JHf?1ztY@#9?s
z@bO;!Sh5&CR^dl`5I%0ekCzU?$8P-i=~DRkC4Mkj3Q)8jzz>QY_<$2Trg~%t9xqeJ
ziG`YSJ7@#6oz?xh+CKG$rcwQjWDOD_So1KF@=5&o<|_F3XZ&DO<#jl7-h&?$q4<Ck
zp}k5oo2kh(@`)@wZ$w>?_hBU9Vf;ArSok;>KmG<kK7k)Q*22dn`0-WzcoIKuJpn#m
zj~~Crk9ouJ@e2Gngdh7)gpVow7+DV=XXD3*@#CZTarh+oxEVi|oeUqV@#6@7+>9Sj
z<Hz^$<3&06cqx9MF7olsSj^`pS&dG)6RY?3C{tbEt|i4tzR?T9wZBFZ9>k9Wo8Y64
zAGd9Wk2~?>t`YcnD}D@ag^v~Zv3(RiF2s+|;K$?m(b@(dNALq*56a$m%3g)%<LmN#
ze6J6CbCZwfH?tGEeLOyl9T4Z^zH@f6fR80-tf<h(AeE&d+QBl@bTgB(Y!dd*GMfZu
zhTlOCO+LqMmw5->3U(Jv{nSLQqPzii^O(?0_4J_C<Di7f8m+ea2WPv{Lht_Aa9`q=
zdBG6)kCU}F`gomS38?rAx6KekEV@|SzZ>l9t(~jE7pfN;;8lTXZ8EzL?%QhRMq0O*
gsN2krFDX|iEA1k9Z?*mC^bHl!(-lr3pIM{-KfbF8-2eap

diff --git a/docs/.doctrees/apidoc/tabulous.widgets.doctree b/docs/.doctrees/apidoc/tabulous.widgets.doctree
index 2f6289f583dffc85073c1562d9870a1486013556..668e29d068447fe12d498f1d1abb40c1863f82fa 100644
GIT binary patch
delta 141
zcmdn9nCZR*YXj@l5T1>!ml!9nV&a*6q19+I7nAd3e`b%#?QM3fb{Wzcx|7egbunf5
zPL65!Vr1RCyuFc$DWiF_Zr4p_y^Pq5sEp8zpwb@Byu{qplFEYA;wiOLG%{lSGD7`I
qGZaDWs0^NrpbTB03F&>RjJ}f(_RBJ5oS1yEt&#;~{O05dk&FOxh%}}E

literal 37308
zcmdTtZIB#CbvjA+eL8*EJ`~Pp#u8X7`|jk(7&~X7$jFh)sC+R(7*dw9p4*+hnbz*i
zdS_O;Bero0T#>692zbGSkKj~*V3H65BoI<Spb7#3sxV1~Kq~y8fP7V`!~u#FNu2lk
zW2Sp{rg!%4WL;ck-Rw+vzt``*e(&|`*WHf{zU`0SvW5LecZN;Z^H=8WYSj;_PS~L%
z)u7UDIDXW5ymRo^I}deAbhKq(2!nR3;&kX1C{b~}dbQ>FowFS}iNzzY9?pyU!=Y1&
zyugpEyMykKJAAfNa!2W4<VAHy`9$|d_ENhZw8QxeUUk`tLaS+4&e_XO2kStU?Wdg;
z#KlnZ(GJ5C09`?cnl@k-b==)_v>bQE-A0E*4;Jb6y5~Ec#rBd-$LuI-c}wjGdX7Ea
z=2b)N)o`V5hatR#=Rx0Y@TZY#yP5o00z6wz4a>CYaAYszr;fYRopvYOtKDtx41Lw{
zg)^@TomP0J?zLU}%pFd6E()4wZujl_YUqV$nyZl;_~i<c{*0u=nN}E`v6~)XAHS2-
znTKy3_nMPi+e_{^XOE<>yG#D2W3Oy4HG*op4tO&%PHC?adL0I2Z{)}>y4N5{+!p{H
z+-rgK`{Dl=!T$%~|AWv+_XgItIbPhI1uO>D3Un+?pxUx}>aEh)SVAb-Sh`CkrBByN
z^2DU5dG*L?dH%A+`zpIypkzXUlYqrt{ZZhALV*$B!xlQ|`Bi5{5o<2-xwNFiAfhdg
zNmYq%Z`xj~L-+As+-Bu>v_r4uh2{)p+@Zy&V<Wp>4Sf^H(u->oMG5DO7@cQgqR%&1
z7eGQo=m&5hs2R|nKOWTE4gUn=7fSB{Q0+BRTKl5aPzcaKgV4ijn^uX9SIhGaSRCxo
z1F}2aGL*tGi-vrJ0K2!tXsvW{y98e*@k=@MKo>;qmZs?LQ4ucH+J0rhI&RnN_EO!s
z@4jYr{ti2`PqaXXoSn7c=PN<9oe-W|PP4UO0iCS}t;N81te3Js2bs7d(47pZ?fXGw
zr!+4;eBY7%5h&0F>i{Fsfupn55s73u1YPSaSaA{Sz|o^H+L^MRqJykPCmAb4AWx5~
zV@2&TZ%m;I9kAqxgeSd~H><7aI)@Hi=-6q+^G1Z+UUKqB)aXj1zQFne2CCU|K<l1&
zn9_PZ)O{U?x2Z+}Xj`D)1ZN(YU$h?5<hp}&+90cvuEsJt#h=Qjc!`dK#LfZH7!Gs?
zqQrR5emg2N-1oWfN7eFs2~ph-Fv|gb8D)J*cVt2pe2KaKQb+aAO{k6_svOS|1ecHE
zpJk!AhoJ~Q0#F-_N8JN+su2BU>mQe5_()w4gHpj9EDR=YjWGo^OF2#7?bw*4EB~R>
z^IQ4!qyv8UVEZNz?ys3}UdgD1K$`#~YImuZfdvT|o^+`HVuIT2hWbwe>YJopFzJu~
z%5U6#XQuYR4*gx+^!@^xHzxf=)A6fdcFHT@?kQ{(hHHwB$kucckR1bCwipmqoGWm#
zomw?$*q+~^Tbrxkfx?SuwF#C^s9{zlvRmLIgNBPC(sA@bn@+{6d6mv%bQH|8aEIvg
z^Hm5c$<+m};1^*)lX1j#nhe7qpwvIdlp44%=J0)~?!D05y&re+0a)A@fWvDCKqjEB
z>_p6{3DwM|dUMPSEQeWS8mcACA~X0CnJGD?gEVl9?8B->xx%fqJ4FZ1ruuQ(+>fGM
znT^>#n*y-34gf_4H))yyWR7nkSJ`YIjoqnKR~|M)S}V^Lc+UaD-)ioJiQy@K>U&)y
zR+xfRIfX9LA9xzH_t!vid_#^o`n(*!RjAcO7jMUcQrh?r&61Fhm^+w>HTeUmq${#q
zQ$;>w29Qlb0icjXf7J{iTcQPkgivG29DoxsTiUllv6P&D#|&TLr)r3L>NW;xjS~KC
z&Ywc$d&Z1@Hu(eq#gaWJg>2x#6n(aAH5%${0qCa(lV$*>9%M6lJI(}Cy|~&8q!^d!
zwqS{LG!w>Qt&7ho1!5esg+$^Ob6>LwDn`^6x;yr3gQnB6qoAd@b#&mRv7o#(MdCY+
zVCg{6<=2v5!Yb2J9~J7{y+$b64z2_+N{2k31vr&y4d<YU1ZIg&%?J@^gf+WekILum
zdfU<aNUsRn&1TSw%3;H9MGv$C45mJYK4n$ydP)QoX-wIW-UYwXHM0XGcpMu-9rNcs
z=K@AlJ9MXfEZcs?)wtX%>ZJN``^(&;4i8C(`j7~R9g4$Y;HQJv=T$rIr|A$pL1?T)
zpU0!PaWxrs!ng!^J)@2cP4M87()aT$gbE>Pn0|F2iVD+S7?}`T?`RWpI#k5lXMU+W
zL`Q1vdYw%m-B05*{vme;r|%~RfTFL(sS21(8I!04exxn~$T%~`@keo5yWFyyt~zjj
z?qxQ_%onT$Iki~0pQC&~w^!h<4vQkmxJq8ZD0zQM4mIUR_vADT2o2Xgn9kdE1s(Dc
zYz!9>rs$9$o$gqCJOxb;L_uJdP5AhH3>@=0K3&qtkBs~%V<h=7{88iKG6F6G=&@Lk
zw?awH(0&$QbkF#3YUivp>t4l+U}}d2F4!$!pXHHvW94Mt0P?5GuIxD?%I0`8n<@x~
zlE=7i3hp89zYD!|XUN~+A11HlNql4?OWp^MvEzCAcB>-dsupLvRS6nRh+ROW)w<wC
zt`&z`Ek1r{Ejfd>q5w)`wAxw%VXle-^U@+*n#N<XB>#Y&nkIiQ`sU6QSe6mA*?fFW
zIJCBCzZ=mLwN}t5ODkPEXqBW2mb!F4R>4{b-(rK+f+(LGR3Y?#bHRG^8o-XWm=cSe
zWQ)5hrH-4ElKZfHK_61Xo_eb#*&i0mW3l~N>zuQ?U_rzO0!{O``>V575V;Nn{*zY+
zt+}Iy^$o52LgBt4M(5VlLI5XBKg$8*jH0|=qQ0Ty)8yHdxVnYhoZ)SJ0847>>Nm&D
zK~N@LA)N_``jel<XwkQCmgO&95@0b5mjON%vuQ_4{J8l_y^YlcBmUJ!GM3ygx__ye
zEJ-1Vk1G@+)7T8d=BqI_FIk(Q3gJs)0eiaJ5oMCu?GCMs)VHa(de09Vd+uh>GUlOD
z(ZIklGl1-Qp#V^52rQZbWKUxRfP{2x9*&-l<}L{jcM3enu7JS(X1I!TuK6jwf}K4B
z0$sjJ?3PTEGmJ4QC1B#A;w-0f6{LtmREk{BnpFZ*BTUnRitQ4?ZSX}39(&fs?G0w4
zWuy8C2d{)7^5al%H3P^NHvyoKxIJkGkS%TkfFf>^b~)mPpLNQ8)C{+vxZMEiT=Q+m
z65H4@g(pl>_hH7LLQ=;Gu|}yI6XsmfuB5C+4YF@i^29Hlf`4nKV7BaigY`{a%*mI%
z@0kH)%boyGNcNsF1IU&=0bo6{w|%?O%eb7fw*^q^nlYMK*^lh?E(>9lYzII_09p<t
zvG}1fr|u(zCf6JlPQuYgz>OQi$FB9c!q}`;!OUhcS&=$ntH|}(zift(H-P4oPMI+4
zd1-o@g6u1BMW3HPW9jI@3$)rie5D9bI)X)h0$B4P7I`~7k|*FF%@ZZ>f;YxhY96=x
zG<gr!zZWUVgI1f^pJx$`p8~!jHt}9~)OlCZ;}zE(4}9>@+Lg$%eMn&oBM4SH7ES~#
z+mc>!9DyiWJRUv7;gVIsKP)e`kC?*doi{N$-!J+E4*e({t9eenT2AHk@bSWukJ)!c
zn<bw_)pTmj*gY~)D9NK$Ud1GahNj8GebM(p&XiUBGb1KnCvjpD_hTuju67{{pT{9z
zy6!~z{TxLKlp!A4=&G(u-hvb^7KgA(AcYWPn6nlkISMm6<!1<wwJWY=ht|Gw*?FK`
z-p8epWju<&YZ)pB{;~p*rsi%U6q|ah)9`otqTzcv4c`TSfN)cEt5r%lp7=?X`7Doh
z3*9CA;53@94SCsWFXG7+0LYk0eKG|h<w+`v9+l>wa*RL5FwQTkPP%ybIU^LzvV*!3
zPROUAZQWK~Bwt7M`K$1OJdKJ8L;o`2Cnny&!5*}O{tsH;edO^}E+<LT7|I>Um!R)H
z@@_6e-+kmg^9e+{Kfj71bkkkX^4%QlB#RnPlXvu>Hx_+6lz~zFI4eq?fIqs{)`t#;
z>#Pzu^K8JJW@%Y6aEw|+3=s09(hlu0zkCKUD6F7`@c)qEn<@PGNo_Af_{k?U{N&^W
zMZJ3#H$14fmoLAHsBec#T|TZdDpXM?UjuBI?50*dazuR;+9pp!9ixQD6zY=jG=cIY
zJfqwdSuBrr8O{6*(v@zhko5j5^w31Y{-yUYn{X=f>w><=aI*!1%r^h9gnoQ0*2gpD
zxxl>j7yFVKA=9@pnaPxC{IroWeLB@%A(?&!!!N(+dSv=uXuG#e#}w+4=`?}zWIChV
z{?i4-Ad&Gx#X;uNkP6BCtvyKGCG+N1-vUDjP<c~<kwke>bj(ca42Zx5UNmAw$qM|@
zO-6}4q`afUr^I|(ctY{-n5N8+d}m)GDg4MMu#)OWk~b=#xudIFup4hzCL5mbMV?*v
zUJEOpY=sn*fwk<Ncl?wF0CDQSV%)zq)CI2neqRI;CjWy41W2$NX}7_w9_Osa#XGT)
zaf)j1Vv;bHf4Q$73YLEnEA_>4ebYt$f`ML6NA){}QC)`?q&fz@_2IV}3-dKHj#eQU
z-z-p62nJHPFTpS?p%#ot5NA1OmCK&yO23T``!taOg_z;6Y^YZ(aqnqJEYNC!7CI#M
z7Vt8|kQTvRs@+52aIt+f%I{%6;QJXdiOXGK=60H|eT#Gi9kRMV2no$m=J`ZCzo;8o
zKC2O18#G+WRe%%OhyP6BKl|~Y=fzKZ;Yq~{HaH5T)|_K-6W^G47w+K%7pUM~LQ^7w
z)}Wq4AU9<47>p@_;8Cp=1XqW>dZ+OZCQ*ru0dUi2t?Os4O1p*op36KN0=5<^TQ23s
z!3VAKy@6MS4TMJw*$})8&zw0bcNr#$1RK4hkQ@PysxDoz<bgX<wNhh0dpQ9?rN@mb
zy>i_UlLu~%0no=TXYzn11tMSIgVN8~;9Y{`SK>}*#RyC8$K5~C2CF0(YzI^bMqY!>
zq%#{*9TAxg`di)BEcd|1l-ZE5Pr)Y1Y*@L><0;9F*p(jGd>t@Z^2#YNMY})f<a@|S
zzMS-kRj6c|Y)X#f(t4Yf&0ShoRyg%FcW@$;7dp;wTMN!_Sr5(w*QW_C-@xXo>yro-
zbJYHDE$BV99`s&)i4=Rf)0Y;`6uo5a>+<u3wJ_*&eKRQE0g~eb7gw`%&~vkvM?C0K
z?wVbKSJ#@|O;B$`*6fD(njPYSUL+)%3q8!%ZEl9wX!F}kr04qB`m@S^BA`i6Q456T
zW|fnVDJyqmU>GpwHcO^d>yoz(3*<&`OXM@qTG3SUXOU`#vsiS_Y7?y;fJQ&5<a}-5
z834%E2AJTGZy>I+o9NPu%<)a-2r)rI)|xyzM4nCjX2=VWK|FQ*KZQWRs?lqtE5&0Z
z`3Fp>N47v>@-I|e*sR?nAz5>7l3e6@gZHgfnP))s2?UYIOKCREA;g(0Vrs*iD~U`b
z0}|@wVGUWwNjmGG=l~x$;+H;dZZnS?WBTeXab5c6P2;0WrloRe=ldf&x6g^2xR&aD
z=9ry|shQ>c=lF|@Pzi=nq5Q`C%>c4<%mjc!IcB~YK=!0i07x9}!YM)d5wyZh=wsm#
zGyZwYX1&sK3uB|N8*7J25Hu0WHX~*zV$(299%OQmnuTZQvT=g<cA;>J@$#%@6*{Qy
zR-z5aT}VhAfaC@x41O82*FN<Bm$M%z#sZnZmdS<ZCV}mWEaR#BN+_|f=ONVu(Jn9e
zFm!n%ykPE4vE;R{BNc@s%%zk0FE18yk?9EMIwRN%5g3*YfPWney*{)`-0RE?4D(>?
z_W=nWZ2bW~v0y8E+6!Y|4YqRMW4-a#g&I2uZf(9(*Irs>|Ci2w4rLwA(*s%Um3XtT
zFDrF!rGiI4?vn<C8U2#79cV~)Ld-nGPu*%fD`ZGIgt`*$u>mNqOMi3ocu=y}DHlrY
zwk}Njv=6nW`l=IEh#gZSrioyV8?^^26?LOtXa<n&MhO6g+^EB50NHMo0I(U{s5{K~
zEAE3fb>0ka)G;Op`Up0PjIQgm7BkR|n#^iep@Zs1{VY}qWCs$m+l}gD=?nCh7Htu;
z>?vBj4PDv!mxi~+(OHL&Op0+qdQzE;cy2tYD>btuOq*d7KrAv{uGCN9(+0az9VDZ0
zrMQGLSL&w%i8Z@YvH@_VV!_vkS8rG9DZq`pQXj%6=1Q?AqbsFDQ3tW&>B*RB97*ke
zRs9n&cAt!~V^3-9Hegl#=eY>o(+XA~Q<m?>?{z-!bq1$OX-@a)im#~OptRAo{wEj7
z_0x4P;kx(JzydX3Tx{L@Td7(pQ;}_(5tJ!PD%C%(dw(qkK!4-%dxT7UF7>MS592Op
z1-{Iy-U+$LzhN`XWlaL0<BG^}cN7xA)OWgd`|lo@m{z<qF-cauuYs|pC6MR>pZ1lD
z6jxp2LDszNqWGnEZqKML@F~&F4i-&9rJ|0pWd@M#7z+S}9OHR2fb79103?p_uG2Dy
zN3eiVt(5I2jmCvjOVP*7xG2tDUrw$9&*bSC4l6yvIaY|Er_G(nCa3_Qgq-tF_FFOo
z$QFrydeAfjF!dmt;aSJCJ!}S2kk?)N=ht<xA16}Eb1{zLLK5)~b62zJ$%hy@p)A;%
zPVxJI5e7L0&7@C4mB;w?qb)ve1e0^Vjp&M_cBSX>eV;c%A`hfH)cednjz)^RikwN0
z0VkJZ0Nu1&Ez4p`M3#|yj#4827i?>8FgU@hYX<WrsJ9U_7+0i3ARco1!d(V7efcY4
z`ZK35sV&3nPl@<ZN@6r!R4^stS!~0U5-~7lGWh+aMEp+=A=5dlnY?j8qyLnMe+Pg(
zB?1|in-Z~!d}Jm@$XJuBj}uCf5HW-7;RzA{fvn{DINDiyv$tDKHi3iPz!jEJJjaj4
zOP`>Jr<O_QufIyMk4UaVe5T0@jZ%}I9P_?xrl|^JLmol@;<W39@>s%#ea;ER34=gD
zafuEbQs}@YWT!Q6od{a-fdI33G+~XcoWQXF%-bGYT7^f>msx8yXv4vWzEuqt#*Q9k
zC&kqr5xTi=pS|y_b;P=P?1JmTR&Kz-d7$mVajuXv4h?rzfE@9<-B_yHR<*VO|HlnT
zCV%NNbp-Yg+pu+beVtJoN!)63GZ(;{)*yi7Fjl(e<TeoCg!gOCF1p2Twd~bGD`Y&t
z5}$K83zDJTr>3k+Df7;G20#y_#E8p<BvWRQ)zuha3+EFiNA06&P}i~s1xRi&#IJbt
zv-H|~jg&X9WSxrZ(l>6BxP>HgY8h*5iSMe&UEWn4rleb>%0#RysX@7IAU`2RDWsD;
zjLDW2`%ty5W>b5ul_>B`(?~S3YEp^tjpX430U%evvy=hzOj<oR0rTBm!y!Lfo}k&~
zYu*hV-UwflFrS4b9{d*4P(;hQ1Th2k%YyHj?q;rJD&c6^0EDAs!PMsqy`$wH1|)d2
z{EzU7Ma$V!Iv&kc(|QvRUV=9z8BdT^xQLDqY<`bc;qcfS3My586O(#(oT5`H-7IQ}
zqsg?A;Q-rR3Nhy6JElr*5)!{TIa5{=tDgg9;hHv1;lu<pEAV9@nz0!w6gYS~RVx);
z%nlqND3iA=H8BRpzYqi1l$=ar&b=-KBR`0HlBM&_W;US$`93zoq$m-IQRa@EmfN07
z#S%k*YDCD*j?(=IDnVqpkZ=r*^ZAVwsY1fR0cbPhc==lCr*2QLG(%ECDE-;fgs$tb
zr@TkHmR3!CwzwyZPHK|R0`)i6QqgXOBkb0u8*j{leqIP|rUli{TG)H11G6kRQlZA@
zZ>UZ2rp|cEoL?Z8E^-7VYnm(+7BFS1|2f2!PxWsR^-X@2V&-Kp!OX|wJrM)E<3O1C
zM4M|nM0tkcD*z}r^r!HN8G81VW9SJ-7<}EePodZpc`eqy=oE?p$eluMo>_>%vzNWs
zTv$<uP2m#leu)fzJtfk`bb6GkRY<2JsG<hnjR9;<UM3d5z~bv;acBCs`3WJ&MQkQz
z^K;fSi<$m+8S%<7{ZBxpqNe{TGk|QrkORmu{io&fZOU)`gc;JBO@9J!9j3n@l6}S8
z5fjN&rsuE9e#;CX+u!S_2mfdWVCq3O)3a7(e{2R)kl$-qmF*EV;e^tSbe@-&HMEnO
zWC^;s!Cqd5nUQYZrit50i^=>vN3gkopEoU!eF9exuFvw}wk|kOi?tTJdd4z|w>LAv
zyuE4sle?=}<*MTCRS{$E?d=uy3wnF9ui)*)nm!SSqTb$N0Ls0+oA8Nwd+aIC+v5m#
z<uj(cC$_xEl~O>Gub*~R6fSB0@j}O93~!GyWKU@flSIgb3?;WluLY*EF#DXi32u(N
z_OOgICoW`j<ON_!;qE(&EK%5&w}jzX7=zo`COFsKSzzP{*t&6jpK{6FC122;cL&ur
ztQv_6+v1~&yWS_#bqab7bBTNKPf_V|cS4Q3;~EUJU2AsGt8_2#`fXi1Y2e;G{%KAU
zS<)@#Y$wRj<_5*q%4IwXuUwvoE9~G3KRDDlS(ww7RUjwv<bdi)mIwjb(47MHm>G!}
zh))Thj7$g8CL%}oN>aq~*0d|<>}9-+QCxnKl#%4Jk}?P28oYyN@!mluUE37t+G^4b
zbSMnktqL4sH;Z)#=%hT4M7&?56Y>qab#jr8giaIz)xr+kvl&#{kyj7#)+4-4unJM}
zd+`oQ<%s2-i*$6^@x?uy@S|$O4U&=FXm%FqI0plVUHj+Y=a~4}Zq?z}jwq;<mw*oV
z6~GO`VrC2OPTx}tg2;z^D3y;V2k4Fv^s(P=lvip&tI>fslgQs@8Lo$GK-CbMoaS$w
zy2IX-@i4?POI`+)0ivi-w?nw;5ME5c<;8gSW!*XN)H^4)(lOVDdosn(LAu*n0da!f
zMC~wnJ6Ls=+RIRV67TZ^TH)#0j@^JaqfyJQIM}JqMLOyE&306Fe7MdMO2M_P?Wi_)
z>m0ih@@oBK*=e<cR@t@vYTao8oe|Xv+!enwXh(W0gRGSfok@L3H9?+4fu7{;COF92
zSL+{AmFX_*LkNU&fkbuaQ-|)T+x~JJgcc}{*K=-l;I{iKT23WsRm)YU3GxA8JVw|d
z7(g|+`4TANRm)AhTXO}5Kb^GOQBY1^(XDXjCR|Y3ZZylW-~nOT3lC(j<=b`S)K2yW
zsOyKw{^V6NblTORywX6C+65;M2cZL6AgRfuqym?pdZC9`#X?)<su$uc06HSD94^NL
zg-$?cLKp&Y<zV1L@g1TV9?k}xJKLdC_yj;gSYUuMz+r5y3M?OQ*%#uUAfmf*RDtC9
z%OHq#uK_nf-o5JpooqVIGF}e}hrU&~B;p%P&M4#HpnKgYYK9Ak4#DdXv>9B3=g$YN
z<wG5M6_#WOK*=&36A$c(fE^?7e(ps#z8L5^*{W4i&EuP-`Rio!Fj#FA*>jMu;5ku^
z!GK|Z$c-9x05%GW3r0~jayutS=nTkYqZ|*<xC7-7RFwl4TkZ;1{m5P^yWX-}hyOu-
zx7YDpc{;(amo1C?WiLVsTXNlOxgNlkkDRnKaO4Ew1MK7D4XDgW2&K=pn*d@Gu#3D1
z=+E`QV<0_2#q(<*15z>UK~)j9m-KQIPGiZbmc0guFkEp9!oq%s(JH`p9S1MzysA<U
z>~m$OVSDwmU9GkprYSDc-Pk1ZI&|tauFoE$+Z_LV2izAr!u1FYT#!LHebIwa5tSo$
zt~isJ-GB|qR0Qf2+JO6b!_GsX>9n_a@Hl%7t<~ZmcpI%(W$%aaC4VlF*TU!~7to#`
zcaM>m<F7mMpBDZTz&~v|iskWSNUY6kEV{=RS>Z)iaIx)Pi=S9K6Yep0jx_>qQw^>v
z7~&mJj?)(b^!WCYT5P_g14IYC5Nv4YB099+2Q=In`fD3x-D4lEr+H7ZCYYfIhwKEJ
zOmKJ3yRRd7vkANTgy4Be?3^cpd&UXwDJQt)iQwiff~kWn<&ogRF2RLg7C2{XNo;aO
za014t&0H(yLy#XpucddFA{Z-Bh-R0^BT`(%_EMYfP=`7b!5wgyEz^srUicf-=&~G_
zb@dG|2Rai}Lt`nZ$J&Dxy)yMOE<LKXI4YsCN_({S!8o@f^aid<w<W%8p<`fgDnT1<
z0$el(30HMKmci#3J}%xr4nyS8&MDBHa5pk&VHk=b(-VODp4jYYugBxpY}}7~ex=^7
Vg0>Hq(MXI{(J~4n!liHi{{ZwPSA+ln

diff --git a/docs/.doctrees/environment.pickle b/docs/.doctrees/environment.pickle
index e516c98a0b3322d7a9c1353a6218233876748d89..efe2e945d1dde479edf6c91591ee166acb6dab1d 100644
GIT binary patch
literal 241848
zcmdSC378z$bsowM+hAWvf_oD~kpmDjzyMr8P^1Y0;G!Wx3IHL=B;Bm(u9@yePj|Dc
z8^DOBY}t+^IAsf#T2A!5=-Dr_oy7KwKl@9*$Wgo~wk2EfF5B_?*-_%edC7BLc5izB
zIp<d0d#i4BcNJz}2OrrzUH9JqoO{l>=bpRP*RT1+_19g09sLV;1f5#Fb!o<LU8r~4
zttG$J8-&}Q?$?{ulg6Wu5B7d=@b+LTywU4)2B*S_YP-_w`hK<E9fT*2AARkW!0!gH
zHS7JF_u2_RINxh`UOU$En#(~wc&)SCtF>F@O1tU@ul2n7ezV;VUIRq%+Kd7U2I1PE
zTVcG%is5wwu)em^ZY|Uo2jON_vFP{O<B|~9WJCLc-|g1H5-Jw13H)B4Yvy0-`K_Sd
zZUuwaQQ=rXmwGc^zt;x8gK%dgH9Ty2op#f2x9q1E>i$Kl?;yOz$h%nY)%x=tZxKZO
za9yX{Zuk{&y*?7kAly)Ccb2>L#Tx11(7{88_LrXXT8(<E^g_Ll`hka98$zEjpRPky
zh-K8{;LJla2M6K0uHW>%z#r5~;g+7i)M<J>KPY#+UJca>C(7}&ffsJ`FIAfTs!z#1
zzpHA#wmeT}0G7_y`b+b{Om!ZA&zv|@KGSP=eN<qg)>~?pdo_Ov_1q@)EO&d==+Rc4
z9#cM?Q0|hqH1936yNmv7u)*N9r5>zk{<Waq^QSvr<vh#E3%4*-B?!t3^(Lf;I;>x4
zw|X;pMEYCb>DJrbdT)8~V(G@<LsTg)5%j!Xy%JMjSC$7z-{N=r^JNpUHv9H~N^a(o
z4TIF?pxy6Q{BqD=Sg2nbgc~dEW)qrYD+xEg)UEnmzj~q$UBbRj55k*f*c!KW{h-(F
zS9*OU_h4CrAl%&QFTp~~sPmH7<3_bE5G?5BjQmx42Q>&}LqRC>nfl@kKUxDrY2wNH
zv-Hi6CdkaD=bP=yd6a*l9`x$1MM~+1w=07!*IP9o!YNae>vfSH3_cRBz2G(b5G9&*
z?Y7$O;f;|0;M9i)wYzF}*G}V)aJw>4wA|PxuS4ZXKAiK8+MTucP?39TB`#9CSN##L
zK~wRT2eoqowSj+@7nXX1Q}See(`zmEq2B1hMpVIT`epb4*6%v`9Sl4vuv^4Yj>@qm
zv^=uCTi)un+r77E-ip%Rehb2Wdmsf%i$2WyQm^bao9&C`h5q~Bzg+Hhy;gum!798Q
zu2XraTH(Z!7oZ)GxX_~Nt*U=XL9Hh`{Jgfr;I$`fPYac;%0~Pa6ao>Wt@L{f(?_O*
z`l6Jsy`y%&<lR*D7rcJ6SMI`fMD^e8RjXjG#byPI?ZOw=`~VvIh?Lq!8J61BK7>T|
zjuY;JPM2U%?Ov<h^UGa-0p{2udqoTK2bUGmpoZFu{|KUoTRO{&<n#kHjAiD9^cn7`
z!2>nP3&rAw87i)oEVk=B?T*M%NxZhFHpzAoZjIbbc^<Bob<Oyj&-;F-e9`N+*ccUu
z+k<|mgC-N`l-CupTTpLS1Z;6>37rY@QBy=Z15Tj5mHke=*<Os~$&X;c#-kl9DC%<1
zF3Sr|j~aqVXA2z2lGj~^a+kb1Jn0P`ST8q&O)YeE5D@p2gHxwSK-=V*(OJBW6eMg~
z@>=ZR%l$4Ii6E?R)q9<K<^1yCGH2SNewXWuEpnx=OW9raV<>VFmZuWeir<J7w^O+h
zxDNbPuKFE#_POhsUhQP<86mtCE~ZvShIyDX%s(o<ouB(}LWq$gQmk%_N}#nxvYF^L
zgEG39`oePbXd^wUz`DA<Agbj=A3;DFEgCUIgcd-iy*K+X%UIGojAvz!t$h&Q_~r@p
zRV?mZX1eN`*h_^QqUO#1;f96>XT6>~DRh636T%Zn9}bFLt=|{C&Ftvs(HXL{sNF7l
z;-^u+`Rr5cIUc$$yosKR7vLPyyVZWN_KVyu^s};I^qe*!Y4skOQSElgzmcD*J{xY8
zGYUgdU0`W`Yal7oCxL-xJ%Gm^L?u*T6?<X0T}Il<@Q7hrz4}5O1;Tax*7;WZVgxAk
zg9>-iwLg?n>$z0FULD{Gi(FW*P((D?Yd%^;E<bvtxa<0HA1qmgi%y%Gl<J&0p?0M9
zm{8oo6r(7^$`pz;dhLob;Tr{1IH$)5%TybUvj*spAmnc}>BAe8(Sj+oQto6IQ(f}Z
z^YX=dmD<R4Qc7yWJ`pXIy4!lIS#JTBMJvg$Xmp<B|34y+w=pJy#!9!&PLE{B1tbOG
zCVb310!3&~rEKRi7tsO3*^vWBk2QfHuKs>x_L@Slwy*Y}^ric2)8f;1a2&!0Xd0XN
zJ4s_>3-64=#}Y?>B{;Y~Id$&cl!H{^5Xkn*z441lh-dW;8<;e_Y8$Pbnc2io7Q72}
zR9`);9jG0Y`n<FDg#7Vv?Gec@aUpzX*NY-ENw`^{(fgMBohl+$bch@=NT<Q60W5Of
zLwiSO!;hs9`bNmNjUfjh$q1t4om@)1I_a`rVOPXOC5^h(j*n;z>OT)d*rg)&$g|84
z0>XQW9T9cGEqA)*_B@B~Je)9VWdMCdp6_A?^z$-HDZJsQ|FNoo#I~lXF>^{|ohAY|
zvBAp%C<zpkl_lnYadHWv#3n5XRG}#G7LgtYvh+L-W^bD5AutsL5eTt@2G$CEuUn~6
z3}-Mztv4#G^e+sVpejM&m?0fPDrR>JKNOP)9e^%T4;(QZTP!k2*Q-j3xlv1l3B`Jr
z%D4NyP9Kp#9E7dmAWT(HS`;D(#6^f~5Gzx!#FY~(lHQa$%P7>pVWy-CE9tUKbW~*5
zR1%Gzfw6^bRLcr_d^m@5r>H|wTA{$VD((wxX{AY3sqdm_B2vViEINw&IqatreybgY
za19#UOQnP`_vi=+X^_&5dS*s`s7zi750zyhc<I#|aF{$!3?HxcdY$0tfdiFlYo-xY
z{bv0_cc$g{4zxN;2UOmt4j=G?hYvs((@RUu=?d|N%t~k+fDmF*CR-v>%Ii|^eZy;0
z=nY@nJMe}5xNx-|U;w+!UHlENy-Jy0k21wTFbIlSltQAihY&Ejo*zy=j|K_KI$#$K
zQqZ>OIgLih!9)q0qJ%#6q?aZ4j_4tcywvzvbzZl}N!nBOJdAr`gHe=wYm}!+E-)IR
z&~X2@XI^>Xh0>{GFP<#D^W=-io`2z~V<%3WK6&QMlLMiAvo0#bDva>GB{;Jej-7h;
zm1EDM+zT%})vV88s2!ErM3VxS&{!6!-@_QXijWvjBpTf+sZnRb0ak4(+!S>-GnCVu
zy0E4s)*=$?qjT#GJT~+RL6dHSpKOySm{5XgvR77-?j4dqUP%60!cYlLv)Ny2sQ_B>
zMp-VwH%4*wZIU08Pfh=V--Kh~@RCMj61MM>49VVr`B9igL~uh3T^t#~PASGo)Vm;T
zMwG!xTO<jyEj)~ZJL1Q;$YY~dilQD)-YCfuTsA(525ZtucKMv9#3gBJ9)}YY2hdXm
zW<wpH$`3z+z^`&XG0M1u9E>DH5t*rDE^OrCK{K2aW-#hq$TKFeMdMI_8;w(L(~rCU
zo0wqem218S-xC+yZstI=g#LK$dM0b6^y*7KoVn7Qk#MoyJx^eBYm!C0Rt4b=JUS=r
z)>Kr2mP2^M*W9b@@=l$t3)_b;T|$2wQGfQS?oaZ-fFU=)rd4zScZIfK%-d~=nuWw*
z)THnB=B|&-e=`-;rX{v>J3U<T&Z9pSL#4S7{MAM$C^>cpu-&FFU1b#bG~N+A`0Z$e
z_0~e0rX)Dzi(0AX3`3E-8~*_%!h2q7`6X1>FB$P`sl8B&=OH)0SPv?G6GIcoK8V}y
zj)+RSt!|5wQVk$VaJIFWZ!Hp<&yxuZvEQ2`fEH@!_q=)&4Xm%^vO7wwblaFNh-W+^
z<r97{l4_+!;bORM-xJdx*z@2UYM8m1v$Xt+BoQRv)Nf%vLB<9<IgR4NI3S3Juf!Ka
zt5LNTD9C8)5@tm)KheW%q;mdSE9H8%jM-Hl8-QHo@psVNB>HAo+O|qrV&wDwGOWJJ
zx((MMOkHewR3ZMWy#U_l+igUs>!|N)l2_h9BcXbWqN#8_O)+2w5(DGSGW%JEo4~*w
zlNG&M7j3i5Gi~Tlnf)ylHBp8tlrJ2PMpL^hJS$Vi+)LyVR0dVYTPvN81ghyd8V26Z
z8JuF+MM*;hfm8%L{Y7xvK92$6WrR=Um#LT}up!ZsM3i<L&2)Ck0SSxdU(55DO~#C0
zP>X7GuUeO&UZmf86TKA;qO0ZJawnQ#QzOZnVfbi;ezSu<y;W87Zy4o=8{!n6GuRpb
zj4~oNIMq0O0~|c~-KCSO{so%fp@1S><F}^K+~RDzbv8vVnx_b_pVis6=xj3ZiUABd
z=jUOHm@}khhS*0<%PK*ff15@^exA6B(+sSxzeMwkcKWTlERRykksH1oL)@mbEY({G
zOu9?uCZY~>8d^4n=mK=$V(_)!jzJ6_Wny?>ByQCd)Zlh=?2n&=+O*K_&^al9Ci6hk
zqzM$XR?Ur}f;gMZ7rw5sZqZm=bqpIMaNc^LA9N4Q*INf_^?tA3)I|(w#kf*tdt4?;
z(4|V65JF)dgu*jmr3Rzj9-2Oa5iKWJmRPEu@uI0)e#l0;ow^e{OSmx-7djFen~<@_
z*&IVYok;y>G+K&c?>7;pP+QR)s1c+};Mr@Qn^q+@sRRj#!Zj@n<S#_yE;B7Pj@V9-
zHU~Zw&|~QicD_aeA#rEBC<AI$Uh;Vs6pj=Fo^X@b?9{w@AAu!J!LWn6HOeY@vFiZh
zQvH&T`7%3OG>dPHZ8*an5e~@8dW&{LQIDY6!om$kejQBA=x%{)MNE?~!U8Rl!VQ`q
z;p4uDOq>b6FrJty%isc2t2FPMkOjLq_&X?wXG)mu-Dy0vNEL2f=r^0o)3J|Kc(+6)
z)J%RI-AWh373mRbFR7m4wkR7q4CJ_gH6B_2h^Ojqi&jy~i|sZ79*So~a*@1t$2rjN
zV&)^2;qEv?y(O!ebxfyY(hn2h$Q(QUR5ncfU!cfubk3mTSL$eT$(;AanADYc)ulEl
z!?V-WI=XO=I_0>k_YTWU>o;-E`-kN;LY`>##LA93(XgHsyTeLBH;aLxQjML|CA)}{
zc3GuV3=$=3g+Zt2U@)l`u(8J6-y9dWj7=>JXmwWlaQ915tQIdOXaW>9p;Liq)M}k#
zeQUJFu38U9{^Gad=a}%P`8t|@jiQ25oVb7`T+BU5%R{d(?t#KQLh1MC!_6{tz)QyH
zp69Mdyuot`>WM^Wa3!Uw2UG|Bz+TKFW9Uf@_LQ-}zeP<c#*y~Am(|*TydNRj{!rUM
zYl`7|*sLt_eH1ez=#J`ma3J#1GqeikwGa}9+i1D!KtS`l@Y6Jz6Yk<i6kYH#X0*nF
zPSOHF+(=94Sm)*Zz=p680W}F0^Cy6PvyW9P1dS9ds)f*SC#S&DyNLEcZ-Ler!`=K;
z2I&{!2cXa%&36Mz*b#UVznTKyqS%oYP2{_aAqaDkhhoYyFm2D1B#NZ~BaLX~9lfbl
zqnS9bNCl%@53zd9_rbsLjh+QVu6pYtdhGVa!4>E^-aUbp@Ms$Y_N7p+V5TydyCK}I
z)E7UjVeJ~OtVc$1YcjE}Cf<=2?H-8>V)xA4ns|medd$%SVcnL%YIqks@#w@xwCyA+
zMpJ0?{N_X{iE9UQH>T**t^^cFvK92IcwD;`9IO?r!Q7F4xJy|zEnC3yWrBThIox4A
z$7Cv&FtLQL*un%vxIWfC$#e_(e;NS6SMdIc8xR$To2Wlllb-Mz*oDHsd96WIb~(Jc
z(rkO@%RY3`gk!DJ;xHWKN5V}VtRGW+!O>`l$z++S#N%K_>Q6IW2N3j9PQzQC3O98Z
zDn{A+qq10V@G$3A!SupR-R~_h0JS;_gb0bsSx8&zEo-*97KB?+fJ4yoCF(p$S~R#1
z`t$bF?a`1Q_Pii-zL&8o<Y7|)&s~w3+`@qutPq1W>Q2O;RZ;z&<{D|VPXc>lcn?SI
z#&Fb*fN*oP{0PNjJ*xKG;U<PGM{BkHa6RG%?q;FTsm8Bj2=nZ*-}+Dg-?#qBUwwb$
z=c8XAJ+S^Ojh~Bu)q<BAUy6Ud`JuZSzYzcGex29&#rRim`R>MV#J?`?{_(~y$G^Vz
zfzLL6E&la^kNj-oH{)O5c=7id|1$pdk$?AE;|uYx%YX1)jbD#{h5zd78lR7Uee5@n
zHoh4D`aA#j?#8dgzdreUpKSb6{Oi;2{my=f9U3$(iFE{;o~nISxKV{Hn5m>qKC<o%
z2M51(BRPVP5B}ERG~`5*A&-4%X6AtTpWf$mfc7~ZSn3_XKBoh`--9A}7%gUbQ6h5j
z2QWE@MSbX9(kwLO%K$`Yi{{E`J54lNb>OGF?5E9kH~pA;Y@vFqnY#>!kC3X&1r8#`
z{4awa8r-0wTx5?4rd;&_!y9v^-DV~vF4ikpg{Gt{Y-l9hyUaXMS4fg;N*(WXrgxg{
z9+SA+nJhg5XDB%{Sk-rvpzdu53F#h(knq%&NzURXK|X<#?{G2+A#m!w&eXW`q&!!+
zsix!^D@M!n9uq81H?3hD)n4HyPW0}?Ld^jPgSNoYoDrf3Y@$REKGUI%Q?j#<`l@g{
z<&;qfGD$K&!{)U*95z`m71?GY@}n#4LWtS}lm@qaUIKTnR+*f=5mhD$UtuRhr443w
z5>S9n%&T$-C53Jk(j1Rr{NF^}qw2AlQj`>l$-Sl+%Ww7$@KSJapx0icF%P=f0Q<pa
zf(wh#4Y@9&|Bj489PtS_6)^d{SvaEg5)~5)r<P3^^d)XobjeBD^}fQclAf^uFrVRL
zaEZ1C7h$XG3cFFtX*Dr}RHffzI%8MMGCc#xhXD*n;!u+YoQh%=5*9Yvf|QkmYAiYS
zWhsM~uIuktf*H;j=A5Ax+S)1k9?Swgk1f1iOt(f(f%Tll<dWZ16`jez;~fJYZDi9H
z%#c|o#uDtbJN=F@YBh307m?93*ce6@PG)dO6DdoOqL8z^utg5Tn&Bd*-3wx)k}peW
zHH?sk=fHHYvW}??rUOg|RBBkNT*i9Ua4_zHSW5S0fGuDsP{xw{k^trK7~%aHkSvRU
zCm{qhQ?B(3=pdOr!|7$|vyUm$s99tg5G^-gS^#T+0-I&&!eY`av&=2PLOgW_%xRWp
z$=D@FmR#7ntC;mK*CZo*H(LIJF6Vs;$;i89*3H8_mf?R#ler*dvZ}S%ZTCC#ifQiS
zu;SV)6GOtu2m_Q=R-uuVHF5!(?<)xO)r47f&{%upb=NgE;6s903dzZv%RGVZQKR1!
zh@0tApB1G?eM$72LT)oZ1>MH)ez+MsRA@oUYhLu0gTY79tu0~gk2-6`+&VB9-lU>%
z;xb&z11p-wlu-%~!D!Y!m}$`rKV~jC2W`!lLo6G*-bJ-@s&+11U#a1k1J>ZMDA)KP
z!=J_MItTfX6CYMVaL+{>AEI=<xEikIMXTPR@l8nR&wJs7vB*bb-y7?^ZilrwTAT+r
z7^SU|i5>j49=jX$4_cwZ_>%JU!*x9mD_7Xv-uMQF=8;9?8}YZ)f?27ZYkU|_!1y=g
zE8G_GTT(|SY`)XUjVmbD_-=fF_r|y3o22-0d;{_m^7VJ*>yz^J9sJdAd>6hW&S?BM
zg0tHq&f=LXH;Y5^39mm0x>v(1jZR1Kx;y4og}QE5v$F}OpSem-Y2-YD(}{Ps+9fvb
zCoN6GELgFhze*NpxITgf-4-&Mh;Z_ytK@{H3Px~p=W&|tE1jX)z7mEErBfanXT9_a
zrcVM(JmK)H!tuYpN{-2Qj^KFLao*E3P4lItGZ;7Ue5oZzcNXFBKVKz>G{rK4!`;tE
zv$3V)JWpSGkD86OxXjKboPOmhIi=~J5uDx&HJ47cThlac3odDPw{(_9DW!85l&4H!
zjQqm;=9{k0;ZPqrg7=Ac>uGjNu4aO8bH`P3Lz87AxViPTS~!SQeoRfbTdZZ~5<d4{
zC7(2nH-gW5M7w9=^?(u<L`u&^2bU5}eq?Up`_Zf9n<AhQeBW{gYc&U+;k6oNp(iN5
zvBaB|Nw_?Dm0VI>HiFCBpP_}I(y@5U5^WS?i6;a*ETeFH<|?_RsBr|hcT*cz?3K{|
zPt+Iq3|z1DB8PyMY)54luDz?|nqu1#TyLSSsYEVT7SSv&lZnDr`|7yrhZD^<Hr~(y
z5FIgd@G9{og@QcI+Mqy-CkPu9$nZRVgW?IE!*5W3&hz&T>L+<(uR;A0Pr5b8-}9V(
zgS;nCr8UTN@mzg_d;`zZH>kDoL|20>n&;;mWGy`5)F2J;gi?cRjbmNd6cC5`5~^=R
ze2y76ETCYvFbeP!p)tqw8z={ltTVDrg<I7!8rGTAz+t=E3{G3qJS<9fY8i!vnGNyc
zP*ygM(%m6b<D(=r4%<GCisy@QX$%J|!bA}kht`6Pez!j0H5&{_cv~zFC2HqX;QnnS
zTBh}_xoIhgFoyUDLo~htU(TV)-$nw4Gjd}<mSn~sd+0G2tx1LJu-MLfh_QP-Of7ML
z2uB1rsqrn%oYUB<@fk3LlY=-Jrp}z*gyESd$GJ|0H!U{X*e?*St<|eo0K#9J6+rx8
zz3lzOj-a{g!U<_j?N$@JcEbsbEj33<RzFA*SgVGd;R}f)@F&K*F9Gx6ugQA%Yih|{
z4w>IX8(0T(H;F#~K1k)W9mV4ZQBWX6pML(~;D=&}Z@d~V`t#z8G7aj(KzCW%RO4GR
zQW_u2N*H6@-1v0dGXG8PdbwLBtrCuEnSYd<R;p$G0YhZA%&EqTOLF5Gy5B-w+hFx)
zR*D$fO>6Sn>X_0DH%(%}J?2BnMLWIga}!R9_OFJEw(&zqciCu;R;3*sn~UM-rcMpn
z5%eMW!OV>@AHuaANq;!ico6bvOyk49)?TskbC6T`;#GUZc*=%W4I5to=-fInvOA0F
zT02D1^;J2<KNoY!YHvjy*94kdw13KKZDxYV;l<o?7`L%)q{bF;k!ox2%1t-b)}Ad2
zp*y5ilK;)I-SKL6Nu*#8<udY!R^H5AwQ;p_%cL+fZL>H?DX5j3g_MHM7ll}L1?@6w
z-}RmPac2?rd?I(n##PVF4)tIgT}nG2%gsSbJ0C3yvFh5nJ=Tui?BvwZu#BRqf110J
z<7(=Tl%_PZX?^|U+<c_;^`k{0R$X7(mGKTSr>ZjYh?agYch$z#Qrg`yi)jV@c5W6@
z3i{2W5UZ}BtuONRP$g_7qN6a0sk&6EDCPRKs}+WCOE#UfI{vDtEcN`upBIHls-r-J
zr-MWpYZZXdT>LHvi3QeSi3^OHc^&rJjhct7)ta$r<45D+^U)QuG^*&R;q#-pX{Flv
zLkv-1_<Rk*`S<0np4*eAL>Ueb=g;M)n-c4pq7b^Jyeyho>EYD9aXb=jDxQfp-#Pob
zG4hLxeLHuR$JN%Jq>GI=Sj4QSo$mW{vy)Qd#i9_auEcxNN|b%qP8E*KEeiae+|?ad
zfu(E(3fpP*eRpnVQtJDTq7bXDzPr-uqltT`@<!wp)%{HFs*bC=yR%hCET<Ls)45qm
zDefnVLi}|oj`q8bt2i^SDDL0quIdUXj@U>m?%(ESC8fB3T@+%~6}Knd;^K26PVJ3T
zKvcMS-O3Ct(oxD}cH4`YPwR0aH$N#ot}6<$>UxZ?fz%-YH0#vh@T{V{+1wQ!xB1<b
ztvfKB*4j*NPEuNXuqec;YwhlI>%)_b4sTRu(cCM!D?6^{?is2%SC@A>H!msOy;Kxp
z)ph5HKj>6}v&oIfE1Fx*UDa_lHzZaemeY;yLT*-4iVKQDth(YHQNJAjbgFJ-Zc*NM
z<*x3y${R99Q1=)p+3O|l|06duDfRuGq7bXDzSKmfIo}kfQbj#KmAg9Qs^_*$ub6ID
z|2#JrDZTu7QHZ2o3QSh&`A(S}D*&Onm@OI-tNBho%W>`IJF^dbnC92`sd&2c&vGlu
zZE;l3QPZ9OBR8#-UHw;v$eixX+$>adwlmdEO)+M*;@fahf4==~W6Ct#oodDE_)oeK
z-;$e&l(2Ueh0x7sTTuwzh(+aB)rkLdQNvS>n2$MSHsbNOg(?XvR6e<siJCQUTzCUv
z#+KgSja|X3xpn0>TdLP6SMc84v{Kgj3PWVNf~l3=-o}-(x3{IPpQ2rD&YP#)JKDY;
z6=-||KCB&W*I$EuzOtk3c<~)=d>IsP?Uj9On<adCQ&h6zrn~kmU*%x$S&AMC>2GJ!
zdDbPzG~RICB#(9RvMM=Hs^iy>=cbu5;wvJtOfRsaTQoCmIG&9P@N%(Jj_ca!Y4+`D
zl<K&jjUK!2Rdct8&q5ZBpP-MQqL0tf$Isy7ucvu5K1%d?m*y>EVn2)r`MPz(-wTAO
z`>Oh~)oNpR9&h7{1G?0%M0ZD)Ucx=6UH4JS;aR1oU(PM8aogivla+{5oJ#H0rrX3R
z{*){DQmyn4b90hvrN7S*nO)7Q_cSAJ9i)clygAU_&Ngm<VQ<FAUwgyaBewDvMKz>@
zMA6XS$cD8=TGDancBf>b2xLE$lh4zP+jzE4N^6NXU!|JM-rTfP&E<ZE$ZRgFADOu?
z7o}#BzH^hFCa?K)x0^GlR^t`=cn?1Q+8fV)v6T}d?5vop=)iZ!^YX$IKCr9;AZzUF
z${-vyn4{GQ#dc02@TAwUOyd|eZ5pS;aw!X5%uPRK!PTM=dgLp5Dd3T`Q<HX7077#i
z(Lw<T&4rA!3P5NsPG60K$EHEPStBz>&NBVNBjw>&Z<wv1@h9=<`Tx#sGH#zubsaT&
z{=wX|QWpOA8DfZ!UU8{zehC+zl{|ITg*}!_q=_H-#oV<VQ=;LPNxIEz+MA|jCEP}x
zav{Hvn{-ORpD!xl!XEowxc#I=6@!pf#Y|fbcQ`VLr2pUC)g4#TJ0~09YI=mY|DW9S
zQ{w*jMIp48`nRI7EW<CX7qNTX`$5-+mH3`8TQ80bqL-Z$D-#E%d`h@ewE%RZ#MLx&
zm1+jta??-gWph!8q+SYiK)Mf;##jJCbMZ67t)p;fv-SmVId$_-^ia&;cy1Yv+dS7z
z;z~%Oo>Ki&xoM_U{{%x6=wgbtv@I{-{tUVUMpepcWywSlZ8di_#})0?NxIEry1g)+
zC1Ni(?UabWrYMBA>sLifEA92xAFH~2oqjCx|48l%j4S^Qlei-#!>|3V+*DJN|AwLv
zt1kI%&*E-5x@HQu3Ojn6bh2pT2Xj|wTup4B#Je$g#0HKsH1hXzQ%`B+`-(y&HBz9P
z&^?Vfy#f%Li`D9BHl4uz;+Wi(c~Z+c+DT#%znfd0;~K=~NxJDgd&c%(<))l6hTmX_
z%)V#E_X%t#cjwVt%_9lh0~|-XNck^w*L7Se?_dY$O&hXKck_Rin|w;t|Dz~`w)p>A
z6hgN<QTPh9y8;lJ3mH`xfY7q|zM=ye;sSFee5dENn=5f&{%Jaw#{Z1xNS@xfGUFMl
z<ES~3ugXm;W!dj!h)gH43Re@Y$8D?p!U@}Z=*QwTyxetjJB^ea!wpzmQyeI9=;iLO
z$xSsS(N~K~wCIrF7P@jZ5^Cw0e#>=FXjUc>_BZ6N_PD~nb+RA$(~-cZ`8_-IE}gWS
z{<_>eq(uL<MIp3nS{CiC^iW|N>F5OBS%kXdGGt8Yo9-h_CyQRbFL#B;)ysC)3*Fxy
zbChZf|5tA6DUJM}MIlyEBU5ro`%R=0TMhC^ME~<*2z+Vfx+Y!)(Z!{X*3FjT_M^Dk
z=ja=F{TrQD!`qeK7+BZ9Pv{hjPIN8!uMZOrZu`H43nT~O4fIB;wVmZ@5F7Z7A=kkF
zD)4yQ(<$E5amuO)U$8e3`-y}Bnh9pHJl*`brgs~go|aAQ9UM;K=Z1-Bm@M?Q6#t?q
z#44JgSm6D9<*dAMNfZ;5dhOB)yqvG4J$gb@;}#MvuHCds(Mb3J)+x~_gnLn8Fx_iU
z<Na*lewa>g%*|8Etz1_WV%2rJ3-`zCMn-oaKl{q_R_hPlSwvs^a#w8JR(JCx%}hic
zaWGwPP2+uT>2COe+#IB|b6-)2RoBk8S2|b)$ZT8bWYNm0+!Y#EE9i!qBdwUUM&@!;
zPif@2q7X@q<mnF-7kcC<k#PYC&Bc4!nP*OI6keg&a4vd}o!wTA=VA&U$SuinO<`g(
zewSX_2Hwg|He~~s7$S3|mnqYt!;)Lc6UJ4_8kc0|5^;YjcfH3I_ipxwF@M8GCf}Kx
ziIng^SrkH>{<jx}&<#*b;BRCD+(PeqDm_CJ1N2fcyA>uA#WsE^w?M|VjjfYCa5Ejh
z?=syUznGhL$|SzP5Si^Ud*-ERgS>?rWL&3GG!(Z*os~&M{-?RCJ+8=a<>nZ37dOYW
z=>KDG9#W$JlcEs1HU6<^Z>8r6I5v!>PzrFRK3;xj%@w$_h<<i$UafFn!pE4iX~mfm
zt)4*Jo|}V|cD59SxHj5(Ch}3)!F?)=Xy-`oijCWPlG@1%?jO$0K}tJ^ib5o{Q=l8t
zJ()Pq0uY*u5us#JFT3L`zxlg#M!!bWZojS!Vjs2Kq8-;hc243JR(O(W<DIi<&+6x<
zpR$hmq7bXDm)l>#bl;ifR?oW>ze1^mYuhm@w)HbCqv$EjUCD9vbO%q31<WOFtKse6
z)40~1xJ>!l%enbT>FYy9A(Hwk&=hrRmPM!n5Soj}iq7&87g$o{m+)P?CB^JF^_hKr
zV=b5yoBNsEigMc=)pOLc;!o$Mm9nd!V2A?2ZQ&98Hs1LmuSF~!!-h}0Ri~3hu3yew
z*D>W9ZZ~&;Onbypss;aHZt5vX|9(+P7wzD-&^C~F_uR)OlZhhaHCt9DEKM12xRp16
zyxGg%Xmdku+9?r#rKpy)d-@B}Qr2*xu+{IRUhPG1v0lMsu2P9@_|6=nmc6+}Gp_CL
zQcFC-mr_pJ{O`}rKuR~03{k+*6gB^iPkTYVQtAiZqHjyuN)ZXaD|ZFQmGGv?dE#SQ
z_((aHXLA!yN%llh2yOMpL^)YjpI-%2jbB4QZ@kYb+$w9Z2$c8*;fWPk_kAGI`s<s+
zYB<&S1CYAv)z_AYfLC9)m*`yx*tgnh_dHs6Pb}>@(#4DfBu{)at{L4<7eBD%rinM~
zVAZ^(jOzR_d5yOiTPq5YG^#wpP!-YfrZ|lP5Sj~d=mj7&7t(VVfY4n0&MI{)ThH><
zmuKo#-w{itQpHL?lUujrTIn{qo@6=zKN*qKKgmrz<?w!tAu_v?6<;9P_H-XFAI3tg
zJCsT%i<o~WcTL9?^Y+Pk#Zh)R^;@~Ar{w&lq7d5df3+xtZhfNd)ogwFyEoYuvP&A@
zOBehuj@3AWI(HVakBwVbE7-nSHN&=WmKoNq&&@%~M%EOC&^98zv4DcLjmRjr0EFh^
zpA{WD5Eq!2_)U!0^Sh+N<B5A|JaMYsnqKnQFSV*|^*(QPrr8cz8oS~NiW9jt=5|X|
z;ZYM5$8yt38Q7Byktx}gUwvcAa?3u)2eN7P;C=0WR}ZD_(Zm?}rM*{j3u8>dhkJMw
zhXAqZ%UNsMG_(w!r{e*4dQA65Zgx_-dA%rvZgyWS>Rq{!hq&gusCk%5<ZGms)cD(0
z;E24UybtHD>bT0gJEc6nNGj%4NnNkpeN%2$Qi}UvQHWJn+-<Sqg1F(yT%oPBA^AjM
z|1ftI$5q(vT4B69j~kktWJ|ZQAIQx{N?D&S3XxP+f&Ni<vEqjdKxi%=FIo}R#s14{
z+r>`2yI-%I4|-nLUU+KkiTlzo=dO|4$f#zc`qDqlO)F(dzt0fYurJ-ow@DlmPwc#G
z#hF7|@QvG6CO%FHH{2Cnxx!s$=EW=5<z^ry@xLspG~H_cOq90LJ){WUYn5bgd)H5G
z=5po`)jW_}GGp3(teO@=7}~Wid?~r=KJdQW45U<ZZ&8S`RZ}>)pU|D4-RqeNqKUcO
zwHQ|u8;x!*-LE~Dn{G-0CmG@zdZRTQ5ZV$|&qSEb+?5(vm}_N3o|a=hH_4P77m7k?
zL#~J_R@%pGl)W`)YJPI>hLs}1zmmHe;|hP%<j~zT-;$efN(J9s6k^p?unSw<@Q#+Q
zU#j{&uigwwfAsa=XE%X#mYJEEfhgt2a#w6zrEH(X9z`6L>-so}#GIuY$B*Qup3=+@
z7llY_ra<JYgJ*Gd1t2sRs}u%Iuum+}Wkt4Cm<eJFU(PMcacyCvny;iwiqcl_hq>vd
ztl;;HLae&{H_Z9Vc>DO$eA^bk@m!?8e*0=g!xNL|{bihMA|90FbfC2+H`$c%Zzu|}
z>cZc8yuGwUw-a@|rjOGMwhB_IqKN&ut21sh*oONKn4js0pOiZG<|dv}$NfbilIken
z&a_9Ap=bdJ&BgB&9b2jCgfCp%>4aNP`-|{zxX1oDZlP>1m5w>Ce`p+x=NA0jdUD$t
zRddwb!hCL8DYGgw#5IiO?}_E<i6H4nHg4Z9VNhS1_qujt9+_Jj_c!Gh#F#=4OOsut
z|7pc99l{2`w0C%#_)RtT59VejrIim9h0x9HEm7=Bj}0;vQo|LXsXHh~<`(t+K<?^Z
zz4{`4Q|kM4Ze~*I``)4utFFGgvRYroZ#M0<$8bbmQQa4FS9M&~-JRL;gx8efzL1-h
zl;VE2C`3|m1$s!`$%;=d0HL{ft!PD5C;RKywv)X_hBIgUrms2$3h$n)FV>p)zh@g}
z<H@+QU9)3lqHC(|sLu9=+_X~W^%d62HSBEfI^p%a5>8C{#+jU0$aYsdBCj;}`*I7x
z-P}_G5AU9&`=e!-q&}IWc}+F<dvmjr(#PFJA#_8#gCSOY@7le`y<VkOI$rZyi#{)@
zCR>QDyfN~N0-wuW<#83bXR<;(PgjIz+RK0tsp(G}Zw5;#@nmjxQc8TfD8#BOaSI&?
z&v0U4GEvmi%w3sr)w7ikfY-E3P3fYZn|4YU3q>K4x+u{3>HbsPYyk+(#a~=y|M~fA
z+kf72rrqrwcm~^DF-{dvL7w085seq(Zu8T*)#SD^s^zF|^LumCN?FyX7@|P8S$HLH
zgNQP9H-Pb6+Uvi_UAr+Q8BR<tusVr{R8#$_++<Ti{pUr6T6o(nt&U2a;=3{Iz%Jb7
z%p#KhH@T}kuB30~6;t6Xz8AxBSKc4x<{%~XKPU>JJ=5=s-d1{Cf9sk0Ql}Xy2uA0;
zeIYZK=xD>vl?lgFeg!YB4w%2`xKU7i;k;mNZEhw~YPzu~#Hy=_56{2Z_q)ruA!Hf)
z@-JbpMG)YyljZEgVHrhP)43}-ZiA9j_6C>J2A3&cwl6myDSbUq6k^r&b?3VcUB$NR
zY+J*#iq77hyQ1Uj?5;^uUooedt?X28PEuN%D+-a+T7gJU2aD1V7J$%P{P=K}TsR6@
zM^RlW28o}FNqjK36vs7*^^<|3pK7xo$W1h*{kIsRKu}jS{<xWf3ss}603;)iNcwwo
zS9)AY-@*}y;%!(6@~PY`q~!jcMIp4ke^OMp(jmw;GWXK_GTwoKYgGG7i5@MTENc1L
z+!Y#EE!(*POwTXlEq{umR7?0=Zt5wG{A5vxRoBQy)`;tlT`NWO@F%&eF|Ho45e$}*
z*%ke9Zo(-Qe7Pt@QUwM25#1GuODq7PxfszE74@CBo~+h!?J}(qm8yNZGq3b=w|!~Z
zjyW@PiGkd{YxPD4KKPsFb)jkDZ@R<$rP}MQxtT~A%dVmjNi`MFv^Ex*6e$3qx%kea
zqfz1lXD7dSZ6~>If2Qs?tEFQ-T-rF_?_pXTuj%8-E_)iG@zwD}*O}a^a{DBz>8OdW
zmvhrfS=NgTQ6MHN5MrjU`dI(Q8`Of{NZj#p6FsyVdUU@>zi5r!FH-1A?fEK?wU{Y_
zvMsV<^ibT1WY5z8#?)=NagwTxsRrU8<w4p-Ypq|I&@8Iw0{%OBq01)G@(kX6k<|2h
zsx~E9Vvn@__lnlrt?lp04L7d(@ctoEAJrqJyzkCUHPuMJqbP)SynmM=R&voWspTz7
z%S~_IPqpX?)-xwLHT^3^Yv|VWFXo0DSJSGYN=;I_{)OChQ@Z|qQHX1)>&;5nbf<Q*
zNpE0PQ;Jj5e^s=8ZcYDrZn$wZJt1wHE0R+5|IAG`rRe`w6yjPcdZ(f2GQVjgsqU?@
zx+UGI^apRw8;2`#xs^VZ8*W^sV`DWra=t5`tDE-c@5oI&rTRTZA+DwBZ&RwD_bTTX
zyX}6f>NbFz*#MHcoM!OeqV;y0!7I7p#x;Xm#0+$$<Yg{tV>q3gg_JS8R1_j<40+;G
z#f2W*NqkrULUU1Phqi(tMtZ!k?u|D(%~X$bBc3_!?c0iq)@^U!%5ZXRNHj1o@AkDv
z3!iALyZ$=**N}2~WIL{%PE4ZeS)+!(U9|Rk)bNp_5ZBZyHoWmhy;b!uCA+3I{M2a~
zpDS81w`KgKVHr1;4kX?|$WLShsWK*G=Z)~SJpUXd>#$Bech=%JR<9PL?Ykj$Sq-z^
zg%{C5pK1m?$TINH7OlQE@Xr*5xYh>FbBjsiSR*rzrVomS&g*Yk(THme!;S0u8j^iA
zOk>j|*E!21ZYWx9Z4zJk-@+s?+NL1Y9g<DxB&XjvT2xAI@As%-97DaI%9!+iyWV(1
zM_TS0ZA)fw*6YR9tJfI*P-?dtM!!d1Ud00v8~}^raS2MZn!-axg`u0mY*C17>K!o|
zfeQlUC1Xhsxgkz*8qC)ft)ROhd@aL?mmJy<RK{dOKuzMe*QII_r#Nf!vDK@|7^W}v
zSq;;_oi2Y6-A>06$TIomqC(Inf1xPEH8uH(H{Phy<=&}qajiUdn#jK>S~a(^{}jWG
z9TG_P)i9CGlTzs{tN7<d>#eQg$BRNFts+nTQ)6^lt1AGZxp-I6Nk_H*`YYFV{q=6T
zSXC{!(hkNG^@Rn$>$iHP7u!`ou?Aa<*I?J*nm71$54fqeqt;;8<ffIH0lI-93ar5v
zSexUe&J8E}UXw4`vm8ZeJeT3>1Gy_VrXX?Fpb8%NLcR2?+I_jnreu0=Q3%~u?iRJI
z^q#Ycm)o6w$02<)LBv0oyAtDyf8%6_xX6(IbGhlJ<bSd##MtsLumM3js|{!C*u_qs
zC1L&gxro1=yAI=ue`2x+9x|lg%uO~W{W?QjLyxlUIb14^I?*<*i|y`t+ck&jWRdWd
z+*KV{!rLcn?TgdG(X?=+q@-^w`j*_(Q-c2Hq7d55KP<XhX*aX}m6p`rHgf$~H1K1&
zD=@AGHca*-4pNf;k=#^MlK<hN5J|}wh^O?ji8QnV5Sk0=W(q)PE+l{`0HL|~O3?^c
z1%|(LZ3DwC*je9|3uza;ihUhd<3bz={;%9d;<j$8-KaqDzvrfvvg!ZA5Cz<J;l6OK
zV>4qIJrobId-uu&(<vE->*O*&$GOLwbJI-8atA{ckY&-J`sNq$5|xt2E9KGcQcc@3
z!;Cy4=*MzbdQ4*tZ<$;IZ+OiTt>Q;FNrAVNUw$Mv3n{rDE()Q2(Lqt&O81Dj@Q!lY
ztq|aaZPikA9h13y5@ux*6}_Ija^tG#)=6VOIk=mSxJ&8it8?>^($Ra0Lae%uw$htO
zNkt{zVV4LaQ>mhr59Y4UxLVo9?;_<bL5iQ0IzEt_cuE~_6@?gE9fkXcJ5F9g?bX3w
zx-F;VV-~j0uR62?%b__%PoK_R&vEs1=cKRsoaS473_epj``+A)q;&QvhPZ~^%ce6G
zujzG5B>qINVke2Le>Qg&$CdTw$$&Yb>3DFG67J`6Q%(u@CyPSp2Ju<Z&r0_pn~(E0
zjnV~N8rJUGEg+F5diayvRT)<gTW|*~9a)@KyrdNI$GJ(T6!GPv5UZ|;iPM;HaB0Cz
z5EX2>ZM6c}jgwtWGGxhrV{W=B`L8buvFh^QeNy@Xzr^p$!pR4km#-w|<iqT2qMJjx
zD>!cRxNTDP06t!7*sIamjEKWjOF596i<GAJ7ll}LP2EC6W!#*<P;dFwQp;QNgHCeD
z9A;$_EuG6<xpB30D;-0RxtrG9rF3*AHxDTty<8L`siOijEqby>B8LJHnhO~q6@buO
z$ndxTgyv%F@GiD+%(?DtyWLD(%N#!yll)k2U5;y#>nD4Pe#!<vnwx0K21ACphH>MD
z=h{ntX~}Q(?P$e#E)xCG+?5+wq7#^lU-GA!hm=hJQEsv+nf_2w2yM&%K-99*;o=6K
za&QP=KNsQuX6`DCFMOU@a0~y}bCXR8|5u7ath(^kdr8vLHxoqsf1bM%<BC6eVToJ*
z|1&q;l>Gl&QHWKS|E6Otuetnwm-DfcL<jfWzFJ}W=1EUD$#6k;=BAv|!fiz%R$U7l
zcneLs5g5-!{>O7yVca$_F-h+l&Jg}nxyh!4|3p!U)ffKD&34b#`ReB){Kec=7+?4u
z@Q@+=YHqSA;d@0PlEN<#i|TMz!m0ugnhObM3qWWtWc{uHgy!N;i>@LP7ybEuxV6`=
zlw19!GIq&z>llx}J(z0zD%LOOu5bK2eXVc&9DQwSe2KnpX#4_wUDx<U`dZWY4f>jB
z{4#xQYy290ZQwW7&)w9Z*P|khUK4{~be}rD=;F+|jeIf7+~x-Dn44SMptZia9sO_%
zF%$R|@H0<u>Uet~j~42S#-nY>)$96xx!$TY`?Rkw;`#MK<1?t2$DF^8iafXm=jo>L
z;WNYZ=<C<x(Kpb?XX)c7=;Np8<8$=!GxV`>13os>#~J!~g+AVc55FI7!@YxkQ0}$M
zU4On`$L$+Ln}~i?$?XagrC%hzD@<MgBI@*u#CL_+(7%Wu{fijWzlcNqi&)jah-dwa
znAg9k7Wx-eNB^RF>0eaA_*XyNyx45dqn<43VDQmFxLs7>SFNWL)%KEy<5zT-Gei+y
zU*WHf-FCZI4wmuiujZif+o)~0_Kf`c_+ak`S!!2qyzaVF;ijNIPy2w5&121RpnpH@
zH`^ESdriFx)5ISet9}JD+On2#DqL4>S7`h{IMw(9#D6N>S`SY9W}eI8hH|9_9bu+v
z@cJO!T=rV+)^Yu$KOe4Z&o?kPOD5F#EwaMv`r!t3KRjM7Ni|xhe&R>C=HSdjGY1K5
zchITTTbE{}`oWAY6K*)p_sipI^})wce$xe*GHyThs#U)_kXG@Rr%r`8pTb^MY*JOp
zC5E0E^adXsctOm}`bxbgRVG6d7Qvx<$W3H(^b0n*Ku`MNjg?M^m~Z?X+->9cP_f46
z@s}<7#uxGERO4ULXSjjI{8IO&4n)1B=i{nfujjuEc`pT|mFUT_?jn9Seu<0zGJmr8
z8^40TFE@S_pJ;`@&R>x48lIv7D{+O?DNCa^>yoYq0MvF~A52Y!H+8&vcM#sP)UNiM
z{^Rrxrhc>ChrruS%&3PqO9EZwZ$7V`JJo~i*9NdGtXzltpYGCYI(*D&VM?Bk2y{wQ
zFsFduTwoX8I|%Q!pUk974}?PF`a59SPc3xYOL7tkz*BomQzOflg!q!*tF^13cwl6S
z8H<QT|30qM**;y5Jfv2)C1~hU7TN<|ihrH6<VBZTf$2Lk0cSiLa()FM=Pk$w{Wq~A
zIB*EtU^W(S!fs}Co*BWhupeSk*P4Mh96q5#+Mi+=p-ChLbkPYetS}t_y6E(lnk!o$
z09te&SX==$FItd$NejbJalW(TcYDh)$GfxTPbdjo2x$dylcL^RgHTogH!0fvZOp>g
zd&^@&Cmon!?+VD0#sl49xMMc?t_Atv@pcPcTW>svn{J<p!WQ<v=M$;Jyxu(tt4Nl$
zke{@itfRFgODFw!q9d9~<{#q4_r4@5W?hZwppvGZC~DQ|iBWY*6i!xYe?owX>_cj_
zzePQ5v;KZxI!BTxA|C0o6DoJK-$ZGvQd8Z<d5_}opw}G%dwYU^qhtj6mxx!QP{N8a
zx`-Wir9%unHv9j5m426w8I@_`!q4WX>!X%;8tioa8M~+j`v5#!s~mXr+JnqGGN#$H
z1JfvH0p8ceD-g?-;KFdUTWk)aLKf8h{FJxR3<ulo0OMj7+)Uu(aC#0Yn%09Fr;A(g
z`$;in<7Mr`c{W=Yz>|e7==(Vpl^ms`gdlXW2#$^Lj#Qva!s_%efCvWR?MYKK5>10V
za55_N95x3wvG>^#7V5IF%KKt9>Blokl!#LfdUwX}!aGf`06W?3Qat{E3&)jHvCEZC
zNB4YM)e+sxbF-@VJ;$&0e7?2Nc2$xKpnkfA@RJ!`%Bs|Ze3OXL876aE@vrV$lG$eD
zE*X>21MOzD%$uObh1c<93O>fNxz7bZgnQYmWpcmgd5i!@3HjDo`ND8i#%A)w$rnzZ
zJ$WJ}g(&w>5l5M36p97C|M^pAPM#hcTl)~3-I)l+0>8h~HUm4mNXZC8^{B|sLqk>z
zaUULFN7i_P&^{@RN;lD)%9@VNV?1mfEheyI91H#dY-1V^I8zirupsxkEjQA(WfFH~
zSlLY4YNyVUUq(O$31zr^t}z^hjuJ!$MoEj)`#IqR=DS7!YJYD4QaKCm!5EH*?;|ji
zRksUUz>}Ods>M2)q(TuE`{!-RPH7NsP4q-je(oCXd(m60SD1lw91%G@v*nYM`7N}2
zMgr~XMFVdmtA%j@vu|b07@jX*tXCKP9?98N2#YUjLPmFp2Ifox#-j0ne*rOIkOAx-
zM48x9+=4vR_30=^KF)O)Y@(-;EK1n$#xYc_UB|Ax(c;<Tk{)hmHb5-=`vXj4_OpcJ
z^qwa7Qrbd%hmrmsR;t^|bi+;+u<#C&ZiickA`{!lJ6uALOl&EFW>J|QW+V#VG!^Zd
zQ{2xu3}*i@F)MgO*u&6WA|EG0N5j@}fL*|n#2#am;&yvL(k<J_ZNc0V4No#Lw#QnE
zvRVN5jvC2;jh!|Gg~)bS{y=h!kjae>M3Y5quJrgI6H0TXGYg2%i*_`D-e3p5C+WZu
zi!3c+Xb{ZsUWcHL!Nt7^m+r`81{se9I5J(PU9(23agOd2lpxOsV|k|dm`TD~VtJfX
z<>g=b$(oZh38sXs1#A(1k_opl5L?1@MmIn0gQKdP#J0%4lgS6?o4(g=<tIKfinxtz
zkv=M<;l6|Xgw44lr^Lz2M7S2&BS9Ypx-@qL=7$Wf6R@zZeZy*NqedjTm8gj+YXV52
zOQb#s@5yW<Du>xZUht}oe$Xq=^V(AjFF`Ep+t{q-qG8QOfKja{)76qR^fhD9iK@yG
z+B4}Q`Vv63hBX#bM{+P_QLxxKR_6)bs}j%QOir@FEhZjU`7Acw&R4s}SUV2iqO{|J
zwFo~YVbj&v#-Ys0XJT6{9F=Uvs_tmys_G6@i|pe@hWO&P6%e@#)*}2Q#i>^#aECir
zb<RMx$Ul>jsoa(&fU!l8-TX#Su-G|5nTzS(;cE>!SeO>cr&1(y*FD?jGqEie9*eW(
zH$6uHldN_O8WH6_=I-oBjJ6gH!n-ni7*03)mxD%3Jj!CIF!~TZY>NXgO37R?cvwi_
z4ZdDAsQEH*9@a4^I(iK1qNCv=*>I<HfQiAAjqdFg89jb+kYOO3K;U68y%Gd8P()yq
zc4=GXFzs@>soj0F=`(BoCax|OgI@Jqu9Y$qVMJWAoDYksnuBq7DQnuzp;96qlc4EM
zOtS?Rsaf9tV@!#RK}e6P-I-@(Pmw9BDV+Zq)dG~H^mKrYPA7;=$o+UgMaG2H)3Yg9
zLb0G{=G&M2Rt|7IQJnyfa4h)!fX@M*$+@6d(9=Gx@{BL+EVGPYEbv)0>SlS~?_Ko$
ztl3(t{;+$!L}I1Pm{1mxLuSgQF_o+50<)=HvdHYM)q`<OM^BR5=mcSb9%x|^6MJF%
z-R$LHHC`e8Lp%=uNGUTK$Re;ehuLItO%N97ew_dB^@gm9+bn09qe8KuXR!ER@8n=Q
zt0BcW3HXa%7mM#>JAq922*-jyaG~DD&et6HS?bh45drRvaE(uD)1(r1;5V`D6^qIU
z2{Ho?oyl~JkI+16rRG=8!_SOrKrsZ2QBSzXb{;45bZG<{Rf0RKqeO0@+4iuVxQR`w
zBmI1g36hSHNu10iO<;@c;|AGIy_K`7j=`Xlt{_{4A0@&yY*ua3hSfas-J2c*+C*d2
zG(p&*U#63PD@rg%wFt6CyI!^4F5@Msz4l07AJ<|Wjhes~*@sB5`Az8lQBoC1i`2tR
zD!<t{Laey%Y_5UBU>>QoJIiG+DAUfvJn9?T9!*fIZjVMOv_Cvo`yXnb7OF+?u{f!Y
zUc}2)MaM8r3p9ai5j`3uVhZwnwS95rY%~dMkv$frQU^WGcBP~{M+<SxgQe@7z_*xq
z++<>`!BUJ5@<Ux;3fUqY3%!d;)5UJRn#Y=ly84K21Z<Igr<oemhwip>$lEcu9?Jt`
zB59jMSfDM^$2px2&tN(j*f{*up(8GSuBtyg%td8Vuow};V@3d0jE&KTm&Ui4cuDh0
zcd(S@PP?m-%(3w#GlZJO;EQes3rp;)^0Q~rvY0zm>G#Sc;XJLzF|sj?R{>gNj#m*n
z_I#KKMUXfR7Dp9%=ngg6ObQkwkE(3E>xXwN44apVYXuiIv?H=mErO3wd=za`%~RQ-
z9jys!k$W5?Rdjge`DI!vqM4OEG>5w36tYG5o%I$j+2MCZfoi$wFXV~}hx)@bv_<*}
zJDu0f^3>WqMU`~b*pg{hi?J=@M^y&wO)GnJ8Zi&$q1{gsIFl@1h26fm8e|#RB736a
z1!%@s+xI*&%!Or>uvmH8$j4_DiUeH`jmd~bz+&T>BpW#Jir$;%23m`Gl;T*FiQUi4
zFd`N^Pb709hRDOk(6->fwuqZ5vAUc*9E__Hi-5(((XLky(AQuJrp$AOdB_iKl1X5T
z>=SCU9Npxq_B`ZrzC%Utz_y4VQyJn8wt)8^8j5A$TTDEe%mk;HO9YPfQQZby;1>CZ
zByZVk<{It|9jj|di_}qC1r!mN`NdExW@1TTi>z#9s<d0YL`wIq<e@vXcjx^&CbC8N
z>7dqMSZKzcpCSv`c#x~N8``q72v}@97PJv!6pL+!j_MP*7STsIk)~X6qhTI-4~^hV
zP>bC27rU6UkS;d9PZGCQz}#9vd-Nh_++Yy1K0d5_8$rin>KP+*fO|EteXkftLwmVl
zL@aimlAM@CtI&lWMMUG+2M|kc#tk2_z|-Vv#oe{-3qr?%z03)6N;ap)XFbfRU%>Ev
zte_dCp;*TX77}JGB#X$QIBBf#Sg1J0c@~v)G(4jQLdZ6%r3eYf;s=q?Fjg(FRh*V_
zX)*q);5Cc||44Ar>kv3x8)g#58N)~|94(z{k%qI#J!+@tP>f?Nnx>c5&H;KM6x9#6
z(TpcQ$J!AQGH|RKy^|AIc-SfkcZt)jOl~}CjzM5d%>inWKFBWu8gripP|=7S+gga6
z2^5jwCa<<}W;A))hNJfBI67LELWIUkRQuu2vBo)uWOxsbV}+A3F<D437IZxMontbX
z!5|bzHyP29Nl63KB8vSXl7X|2TP?@74VxVQvIxmq0uFIkn)S|n+v|>;_GApy&E0IU
zk%?J15iNq#i+HC=XMTCyI^6?$(TyHzK0)fFa4hhBOMY`~BQQ^aTgU`r!9JXrs~?wl
z$6}K3p1`w+J=m#V7`@ybX+a-Hi&u1o1fy8M`@1-8&|Vss`OG#VFc$Q|u3v4B?VPf<
z!3pCU$|5l<8%l9<=F-@<<L=mDq6U^l1Y@p%uS%d-&d}8c9K+*8*|<V;jJcv(xq&V6
z5Ay4N#-)|1dPcE;kMMv5_laZie#{dDk%2jOmr9M&kQPZfvw*i3(fts30XkpIFmBZx
z^9Bad1gJ&!aDcw85-nVeOE1%LT4+u}O>eo~AKT}QA|z-Qp(DNaA}-M4tpVOVUf9?h
z+x|0kmxi=RqWfR5=B%M25~H?h(n+de+cY`djQJmu=FBIsFi;pdtfY+Sz#LN*l%kwN
zj25xYaRz2Zu)>2|ugbOZ3Xn>mWsthCqND`PB6XPf;MdFMq2#b-mY)q45n`<mIo@*-
z&Iu>dhaB%wIV{c7E)Sl*8E4~+0Jt?TX}rTD#*0{2J9e9G%!5k4QGO++<dBh~R59Qz
zLWdUGl|DM3arR)xbR2_AMaMw1$jnj<B6-HHjiWzRR5X}HB${I5@T%PLux!~I**xP)
zIU;{WPR*}buomG%oa4N|JjOw)m|nIJ4K$0)!^)A4Ihzzyas-B|W;UQj?668>jgGCe
zYzs8uEJ9I_v(QHrRKYc`Be&kf6?61BcEvQNMKThkdXdA}wHqnO=*<wyYp@r(O=goE
zLr+{Pnl;m8u{%xspb#9&uwewZa5#=ZjD=u<BbZ*qzGF>bG`?f-odgjQKHnjXQ^|5D
zS=H8%gq)YhQRG{bf{0RBk{(||j9WtK7F~SNCB*omONjABmk{IYH|2{iA;vGdgcx6R
z2{FFt5@LLPQNHLBV*H{@h+iM{`{4}@xl#Bxa48t>d|fBJSXac}wB+?_e8H;9w7G^2
zcyyDbT+~Fjo6;r9m-!;o%X}L9GS~hx^M09Gzs#IpX2vfw-<O%~%X~@fWoG&^^L&|E
zzRVn7=3A35GryPn@x7`ybe0W<rf`R=9=gg+sfinFJIlD~0{eeAzQkAHp2Ypn%XDEa
zv)uR!-H5hUsy?_(m(p6B$${v)6tyw9>$>X{!i{t@>KeWxQvsOEVs3!MU2-PeT7p|E
zS1%|$eUu*SH(=;EeeyLb1GD6Y6eH%|b-N($Ej5d7qM{q(`xq46A;ssd;#-}?&56<k
zb#)i1$-<6wz0IC50l=%<eA%UmadQC-y4cdh*j)gFF0nK*?nq+{k>#RQ_HHVhQiVBB
zkPt;m3ilGi`snrxrOROeNfF$a7a&>x2V4N=#B8Dp>NKb&hkY)LAyVvGrKhQMN{VTV
zOx&+&VH_k3t6`fx3{~OzVZ{%pikqR9tN0MF@Cbp~ULmQ`#C4TcRUS+6Vh;X^mqh6y
zth{qHE6EEj&9?DXRDAtHza_^q#O0cY)rcGO>PoZl)2_msjUE6OR+{-wB7fr(@YO=b
zoQzCgNof{*&PB-d!-?A`&9ZZ@vRQXcngvg}3huUQhjBA*wv>BW%%bmh6*bM>eRre@
zan=Q48ky^cNE6^aE`S94JmBY1m!+q#b`{+j*IZxKXq9>$r3~%rk%i8mzS_~`_zfa!
zwQwEk8W?AyLqx^}kS0upU^c`Bl*iS93EzumalT-4t_@4BP%|!VH0jh+>}rRUET}GK
zG>bQx&15I9JJ}S3z7@}eX**$ta3a^$nGjtkguYElIC);(#Ar#bKT-x!vH0dhlkz1e
zW!+G0%KCyt6XPu>hVGgY7>L=d8hn6?XLrx((%86S0esL&Uw5ww1h*Ey$qABK3A)G7
zl);Cc#r0%)f`_yTe6tfk_X7fOmgZ*=?j}X>EmS($iD*}26h48C;uhyuTt$<NGhHg0
zj<P@QD(@uC*9)3L`*td7xtsNoi?dk#B=Q-4O?!vb^?@e(cc##F(=IR3MTLv~`pig(
zhIjXM*L{QsLi$oNmd821;?UysQz@EyUx6CR&VY8krRFDw;WTP7VeQF{0z7SKTy1DE
z^1Z}}9Up01HbK-~a;D%uO=VNDqV5UI;%Y}<78^g1W<$>!*f=zSTajA`t(yG9G=#e*
zSn$C`gI3uerm{)bqT7_gfLxJh75)(_Y+0w?+%Q6y8EB1fj5Vq!$WlzOUWI_g&yS@A
zp?zE$#i7`LLI^3v4g+z>^fNA*>aHqr@t<i|pXHK?NLRNh<5Cl=-aqLo=D6F>B=tF0
z867`m1dTuIDy6**$7<%@36tU%TxB)Ij5zO$u2R}Sqq#nPS)U?FujXp}G71}R(Xs6#
zy5lc>x1NdfYc3|tv6<SZV56zCB(|Y4U%%nPbF5L@c&TgfOcwu@3sN`7l$@l(iOcOw
zz~6NNnqxp`ovAs*m)4nZf8c_1OiSx3C$6J2!T!hvrhC-5vIwM%IDkd}Z&1`Qi6?t{
zE>KlS3c<&Wb90=@)xUFbbtDG?Uf}|HehE|5!kO#;;DSD!2|eUmH<RK2<U)0rwUUVQ
zwl)**KfCZ8dr%dgEDt-b8ndeYUtORMJG4NvCHX&GaM^Vh9vM#GT4mPx&s=zprmWbb
zK73S-|I!7SZATf9(WPOQFt59ly8A>2<7kBjx7nh+(FK;RZsOAdb8@)W1?q6zNe<oG
z+2BGmCstIOhpUdKfw;kKLP5h#=#VV-EmXw19L%(etuDGcK6HT?H-DK(J6uRQAaNkU
zD<mp&a~=%i{w|Y`-7XA=B>9pXv)~;lXh>3z`eW9qNPJh8Wv+J<Q7gc7$j~YtU$tej
za4*56qB<R5x;asoX_-LxIe{F}2=heuW|^fQpwh|4XHJ(XV~h&Zw*|1z1)ygl>}td}
zX;~1{E{IGX)IC>bB@Vg(vXmNMW@REAb|L72r(FxQviRaFt0IrMQ1mD;8|9J(^Oy@p
zkDhE8zIMv2$~#@99gUMUN_#QniYkkPuX15zagZ{Jr(LD9^ch_gWme&&3n0s;^kq;c
z#B;eI;tQWlh&dNTmLQEgolJ~VE)0ht;}bBJ8s3f4hMUrp60r%y<#_lR-^gULaMs0w
zBUZ7Ytecihxc9i=9I=WMPThxN;(fIX&#_<J#*1$;u;lf6AuN6Ek;&H^F07Gav#v8T
z;VLdT$F4%Vn(DG56KKH&<miDCKn}^*T}VT1EIMdFR~K1=Z@Qp{DlvlMYl$qZwhPM<
zZ0QQdShP>ZvpMU!(1xlpLW@qdTg>%caE>ugnz`gQep9EHT&P3aRKz5qremwOTzF$u
zI=*qoWbXqmIL9zPU1{SU9TV__F2JF8jBtHjmmgT#`6d_cXzegAq^R%Fu~0wkLOqrq
z=O(JpsC;<JeKC$j<C|SHzA8VB>{@(_i-IFIF=`RrCu6GaiVJ3_>ePus!8I?Su>|mO
z7w%9GV&D8?^7!p8tf7w0y4A&m`lJhLXv<U+Z2G9QRn6~o;SFs{_BAMUGSUM4lnc<@
zxuxQFtyUXQ&MKN!{$3a2Q0I}lFU5rW^wq%0Jt!vJ54hlp-fCh3|3eq>(1Y{IOF5h!
z#t*w-9rGqyKS@~gS`$n4KjMNOs`?}}+_Q!FV=lyTWsvQ9{)r2As70l&`!F^285i8p
zdaLCw^L`Mk-k)_L4(&IRS7OM_PrQu9(=|WoLUqi-Y1JoD=@t)*(a*UchenYCPB(K{
zKtJmO8mbar=;Nttxp%{Y`+^H@sGC%~^7VZh7Ty<KctZ^_^A-!!a(>ALJ2bRRUQc17
z{i+LXXg6bBJz+w9$p!WJu<qZuvB7m$g(c13a-k3PK?Zv2(g_RtcU;hp=~ivy88<wb
z()fKB=*?+q;EBb|AEKNwTy{*~phV)T29xfWU348Gl7*7)K>yeU<Cwi57~{GHlaoKm
z0byLJU_$&y7lgw)i3|HWgj9_2r!FW*Y?g*f3+KPMupE;rgk@fKU{>wFyD%I<RE*)e
z!oURlUoJq$^g01rmlT*Ff8hc#R@kFAxB(<F75){JH0;(fQ^sYY3kOW1H(*m}YWmjU
z(ISBKO#&v`8W);lO4>$CS7^Np$89jqI{-|cHoCAJbGyP*bkN^K*y2Jk_t2^kSrGU@
zzgc{{tGHvrMT!p_=I?SL={;NVq@Ezjp?s5*TV3TdtwkNZHvw*U0l4j)557kSdo3?}
zmkY%0YZIsEO;$=S6i09*vdB7WZ!tFMg3J`J9DFxfy5Cjau?{ILaR6hTlDC-I>jHBG
zSO!?~sJhA9eivM3%d}6Tn>YuG;HZP<Ce9%jPNuBX=|LK0t5fNgtR8lOWtydNNZjP;
zhzrEA7D!uqEb5P=py7QT(KHoFo%A+oKk1^K1w?_gaVp&6<yavgbxPah=!6T%VJ}=Y
z;z*z9witTWg|i!4OkA@f8zZfv??Tbxa#g!2t#jEH#EUNKj#?-n>zK4Djh9_Gj=)ag
zn8%<^m@_UIhv!o;)D_5|R;A9lP#j|=g`x&Z+($*HqAk4lx$v?pXC6;BEBBfU#?j3w
zwi0KLO{B65DO+pS(P9&4-i71vF*ZlWp<xrucY%$pUUVYZM5?)v^v1@h7q@hD9%YQS
z;0RyrBfciRmW!UlJEjitnjmkwK(@v0SZ$1rc>WUYQ|wzj_ZuI^Z#pRZZS?$OgtzfU
zeqoK{C~ECo?Hr#~YWykX{;g7c%#@BY>C~;*S!<@!Q5c<idm@#No9NWn6REV_T&Mn!
zPUXoM+I6W@Kc7gY4R|{B&l9P%??$I?xhLkCk!df9PJJbjN=vvpbr%Go>dR$m#Hv#t
zPo&bgK&O6lB9;0ro%&sgRPw$$_4A2TvPYfzYdSU7e4MI}EZ<1eg=7J8h&n#Xd}Gk7
z((`a54r?ybhEUv>i3ciQxVGtG9+wYkhwB&p7Tqj_4G%ZoOFV>|)j8*8yMikp2I2Pd
zSwyY@)&&9cGTq?Br<`v>?r>|l>Aios+*28Rq=ajwJPv*XnwS5=HP15z+Wg;Gk8+I-
z^f5sn8}aes!G{L(A0CA3aa>w>0q4up@vqvs##&^XN|X&ZiMf}u(RUi?YXiLdxl$W6
zZo|VY$c<+>Q|V=I(I2?@z1={xm`t)9?tGaKh?guTKRoD%6JD#`(kfuNE8%}=(AW+F
zjUCJ)ei5&VVf-r5uX|NmWC!6IEV3?<HgWcTZ5<~veB1!AQE9P{G5a9g_6+u+(S4Dx
zwCZo3s8@PW)ZP!mLhhZJi6?3gl;7+fDA(yaj03W0G80@_9DEc8MhE`+!2FeP!btiM
zE|SXtu)Cueh%O1>)A?7z9gZvjd`AW#Pt~d5Jk8aXL^6c+;EmT^N4(Ru23NvOm=NY2
zvooF6BJ8d4fR(&EO2!?k5ND@N%ivMgeOA`ZICNCUS|W~<DyY47dc4UnN}pEgbhE;h
za8e!ez_prO9l77uYqi?g6^$kql{&0S(G3h&!VOY&MRC?j+iGm4k4hi1a_m%{U=*)J
zxsIq@q~9yyc9}HC{v&#ELX_tTm4~i*xDswP=76FcRh5I3dnMc~Yj?PWElPjGO5e(}
z{$l@8j+d<*Tl9NO*>Iq(*Q^Y?l5bUwvUygvEqa$?l;J&AhONd~i73YlR*sG8+M6i#
zYpm4uv<e<2y<{bA;H8}??I|m59o{q&rJS}>*3(!jN;+XD(balU(t?!)y&3mSMtR<4
z<+(M=W7-NeZwR+y<=m*IY$6=rO5JV^WurXrweoD>nUW~&c`I!_P3J^O&sa%26K|}K
zay@P3TJNL%MM<w%Nt<c(Uq;}z6s4cC(l<qCBckM2t>i5MA4}-@LCoNDR)$^CK?r^P
zKm<5vW!u7sRCxRr5h`05wsHm;az;7kvvORBavZmE2oc_R9%VRbWmr!QHA?zwD``Te
zOryjzR$`=JnPZ6ZoVD_-=dFs$dS17ZHmdD|QNedxsq1NTWR&!*m9&LMXR`BAW$2Ul
z{>Rki{WJPFM;|BX<9+n;kLcrZ`nX6R^Yqc9kME|BXX)ep^l_O!UZ#&v(8u@F$D{NS
z(#MPR@g#lx1bzG{eS9N*)ac_M(8t^K@g{xzJ^J__`uGm|@af|<`uKYK_!xa0qmO?|
zA3seWAEJ-L^wFY^chScg`uMx_QKpZN(#LuF_#u2;nGe@hn{dGB!yD6h5N<w!x2NIt
zjn!xPA@|$ijy5Lp>wNb(_4nm|w~qcForJ&C;r@hvZNxg1+<|$C!bAjeWOo(Zu}2rh
z^@#)piCf}92ls)4srODEyzV->2&GgmFZ6qOTWYyn!fU;7;e1JVQ^5ph!I4<J-6Kjq
z)>__QI)yl+$_HE}3m+tCx0^wftJ&?BD<1YnPAF6+94tqW(PRc6w~Y!N=gVo9JO2I>
z|M{ZVA<7dG2CvGOyr9(TOiWDhwK<ZJIhoQ-?L9hC!oNLx_8gg>ulGt!ywvM=&|L6v
zf>XOkO9%w`&qe*`y#CYUKTA)P4n6#^6nQGT8HGz#{e@EWGJ34FE$l5#KUv~EoI+l)
zaN37_Tcuvjk8)ELJjq#7@A54jgxss8S!Rz4(!Z{hB<vZlbb$DnIhe%>zuGWn0~>T*
zOn9Z|&c679l83yt#YJ&p&*WQ7wR`m7q4&Nme=iz;&l`Vx{I?QnT0(Tk%v8)5>)=%u
z(teSE{q?$wYZ9HP5Q2N|%nQdXo{50G{S>O=Y%nvr288a1MdB1IOC(w<Nwp$j?w8+-
ziQn_l@3`pR(t{<g1x|W+6<qPTe{Y<o)WlVrf=NxuEwPo-KGN9Uy(L78r3#F#q*>jY
zsYcwWv$Enkmk<{SWQ!}f@Ha_ZF{_cdxXsH2S8)@R`<&>-o|R^>zeMfeXbHB>&5`{G
zy9dj#j^kKs&qpKF=_U4cqZ&wkfeGNP%3ileaZ+t+&*UEEZz3Bb7GR6?_3G@=*JDFL
zVGPlx==t8#6Hk;L(L7O6F81IPr9IC)vnMX2j0;tp+V?6M7o*lo@J%quL$B{I%|0R)
zRwoO?D1FhNI=H`dWPj<<-q%OVjanzmZ66tDA(^FGWK>TEL_KE{^~7@$558VKn3hgd
z>Ts%*Diq6xgyuCnH9{jFO~2_Mknu#?V<l?JRx3<3UM=6u#v8j9z>{l%hnXUw?S&4Q
zi_yZSwylJXKMM*w(Vin=GoVA*cusP|mrK}Dsid%j3#w2oR1&OH*ujO^on(tVxZo7I
zg)a6zhWtS>mVZP&)<O)a)Iq(p+!@Dib$_Xi?xbt9SpJRLCT^aZl6*0o(HT?Q<y1r=
z1fML)mU2}27KAfSMI#P5MY9!6+-D9)#AT+N_49}l__D!LuWk9KxX**a>jAcZ_PiF}
z(8J}>jltjP_M&*D_p%{6#H0wxODTtbiY@?zD;eohp9p17nTA%~a@q7~xIG)vVc%0R
z`ZC5%wO(Xq*Oss+!hmOc6|Gbk@tewaqe2hq8j!VNcpb#z$7H5&C-Z*A(mAi$_fK}a
z?e5gV9$czM6E`Bvqouc)$9ubP?@1ZoaSk;pAe`Dq<e5%BMA5x*-PjcUeN_AoiEBT_
zm-^#%HUp?csv&xz2|Gyl_)9OmboxyB>Gze-9ed%GlQWAxq6nZN(r&l>SY1Y$dca9q
zBoy=m3B3{eg*|&_8tpo|8oYkGviH?PM_-@mcRKW9_?h=(<k6fuWN4BIX#qhe1U2Kg
zs;YlOcVyTWX-3hauUC&wAJQs~dMhM|L?wdNd>e6l;sQLW2{k7eVGC~&EvxoQV++-o
z)PTU?hQm3^fvVG2Y%iQpE|YvQv_ayYw`i;(q18;3@b)|3qEh<zle*_s2*z+ofF!^5
zSb{m>z3X?-fP{|LjuK2J7jZpct>7UV-6U@boI2i4h)v1jsm#cTWly&(bH`J`UkPE-
zsO2~{2PIw2G+dOT7da@DCZldgLlduspBL~ZRKHq+p~gOnj3nWwP;`F@JQ&KOT#>~f
zdB##;lz_m8m^Qq586!&^2950F($Nyeq=t`$nsptx`p|zY;HgUqTSv{|P!p}mWQ}AK
z+f{_u>dbiEuD3kpbpCtym-t0_Pas<#0z0B<GQg`x55Eqk;0{aE;;raOOeCs1Q;uvQ
zam`|;DU8*G&<)Bs=BSLq46OuxaTIYgB(-S%p;lG2^iGUgA-q}q5uwFZU;)ybDQyp}
zDp6YM2R)2^lf&QrrNwry^p-+1{kF8mC;)*-ry?$7l%>W~g_}W2AcdL*+5_ges40|a
zY*1RPU+`NhY^v1YGyLXNv=P-5xShoOYRyDeqp}$}SSw-||NA!`ZaIcI#3mQj-)c2a
z^LALQQdZf=!INBV!&$(~<=U7$;z^8L?M6zXwM-{QM2^5C;+tmPRJjGLx1hn`^~V61
zIf(d163k|T)=AA#@feFHqcu8+&{dRv74AHXf=FJmgnpH!arLcFajc}ef{kxp8Gsh#
zinT!MmuAXJ6b~v<3~7&&^MBu-j4l3=hja~9)m87RBoP}OY*A%+vUE`Q$YhKDr5?`R
zP`n!Vqck?aoQ3&;fpy%Arf8=J1TIj_gvft1@)!me_3QGzuQWA_o>?gj0d<7EFEV(l
z1^rV_2h~smSMol4XYk^1iZ*rkKQZxCJSRT2<Xxh-O+7)fWVf6(P}37xJbH7DDnzg}
zz%qvsr;fcSqX@1~Vi-Z05%FL(IuZ4#${?MU2nBNS?Ab0$YVlkb%F#R*CnhJl6bb6U
zIsMh6Y7UDBO6u96qYuf%mih3ZqmM)np-g5l9zkkSN3@|SQuc(VgK%uHq)(l$naIeX
z8Oq4;$k8K;<2Zw~9f!XkGIX7om@J*es#>XvT^*!2+BLIKhmYnd%g%DuYxU}t($tI3
zpDoc#VlgkU7iG@)KIRmAo#5z!1B-}8`tvx=uyi2smim4Z61z}u9f%4~=n*KH4s7Wy
z=6Mgs(-nUnW9&UgOH+p)LSs7g5X~*BcDi@J$_5VJ?E4pMm_Oj04^z&=)S_plS;sl?
z1_;VQ>1Ja$({ZY^-eR2DLyt!JW)JaSalZFs)k-tvf|~d1iz*B8@DP0*61ow}d_4f$
z!Z9bKZnKX)Vo{pMtB}ttmQgwZ(8M%M&98dRrFN^Tfw<}i?W#v&j6o7)`aa!g;`az;
z_Aoek=rD1d;06a2Tb$z&pg#nm(Eku+T%~@uxqPwR7G@41arVeV_+XB7wu)Evdl5&E
z0c!SPs{12$^$@gn;i~&VLL13kZP*iL)Vcn%NSvjrA5P?I<D!UILaf;%sT?gh`ip)y
zVr=#xfj#sXYIs;IA*yDj-E9T+CM!k^iS06>-%7W>6tr1hqI$q3tGMiOy0F5cwB%X!
zy5}Qykcap=O#En3QjUs7;bd2yMck+Cx4NPkr4-W4Yzl1=BTLaSD9t_+eI#fu(yM<c
z8}USf!hh*3V*s76dFSg)?+B4P0<)VvXp5WbNbAt89=BeuUWO>zO^kYC-j0xI5!gd%
zKo|s;E3`?Fdr8-!jV*n3w&vM~!5Mp&gOFRIs@OckRUqX!aRP3mOzkk$kbq{XeI$Ue
zi7@7VmYU$~5o#IS7;UA~j>*_LJ_@8qph}nKIb)<$62zlmlKxMUCO{Bpoejx{73DYk
zZH%s|HYBlw<RlKJ0S$*j&4aQg&CT~|mECAZB$lMIkSRF7Y&3(}$HZ#wD%6*vO0omc
zA7(u%lhjbB^IvABc6CvE0dgd>4~fbxf(!Moj{slX^X#Lj;bG*W{|zj76gVEEYl1}{
zVk_eAOsf>@wAdIF>z-g(nMu5Ur54n=8GuS;u@=ci+*=*Yx4Uh&Hug#SLla!AwS%5!
zj2)P(cO}QcNZiX&hf0bxa7@Q?XqNprG99*UJ66ph$`F5;IHp6P3<)xnyo^z3`yz2O
z`zYE5OCVt_v3g?~OwAyKw<`I|Ri9xbsNk9<^igZ~EXx#gN%R@m4_5bDs_`G9Zs##n
zoBlWGQKm&!#-k#<*+k!jSNe9j(Q$p`Bf(AVB!ywINn1co57Rw(g)8fdDF_*NF0`hg
zrq#;iI7ZQmZF(15u|3WnV!KAo5_mpB54gyM1=Z0>EJT?S0Z6mHSd067QQs^%j)X8c
z8~Rt(TN7hWbCG<i<2xkWLA;R&qn?_x#eJW)A8CW!5GiCZ)FmZUA1Drsy;j0?scfnf
z6bC_JQ{*aa29(bk0cRWB5eR$sF)?!s&FD)=+8j0|`x0i)>`bUVvXh#9)KOo<ze=pe
zKApv57zAn1>P=>6;q_+^Lyg=!CZ(wIDt|j7Z_oFek&mB!lpr}2PV|vnFH?=N&Xoyh
zNiD@46iF#r=_MT{a5c$VQ}u00h+{bHgtZz`30s~}vFr)siMF&2wqxY5S;1zudVk5o
z$ix_V93&S)EG4xixg$9#utZCfJVxYl1k$8XDB1l=#!kPBrAT(F<V$CHtV7B&)G0Yl
zd!j&gmZFH+S=&TaRx>)8Jw$;FhfUN((zqQAxfWwz!}1~chwZ*pkgf28;vNY-5<!{d
zl?WsX&K{#WagdbYxL$3U&gl?|ie#S{^(|q1jyGO<OYAq5x1_Aha6ATD!XDJ+F5U;L
z-7ED)hXht<YgZ~B*3#`<vq$WJyyac+8g1Q8vwP)nmFfT^dq+m@L%<7(jw$M<i#{3y
zNyQP>p1DsLGsn(s2XWtN*Nih%yWTu!qPTjN#(#;yT{5typ<)7uL+_~Dq$<%UBbg@(
zyd|a(tF#S*HqXbto#n{pC9ckf<E&AHG5au?&BJ60@>i@B-i~j^x3kn|9}-yGbSbN4
zUx(Pi5ueEjw&QiYWe-a1Xl3&-F41&4K6b5k`U?v>8^=@JcC|9GMAqjV>>y}3@rZ5E
zc0a=5$iYMoTuILm+#YyPN`DzGv(vtaU?Orf?2x6GO&E>gJ;-Vx^`z~YdPcIX7qpY*
z`FK_#9_u6rJl*!P7xxZiP!h8znpA+3#ZAQI(If@Qn8&Zw@U{HR{xjltcGfnn06Ste
zV}~gIpM3-$iRl^BBR)iZ7Lhz+4>pk}s3CCGN|nZEn^REtTP+#hk~*mKPsC%GaKLIe
zq0Ev>^@mwCJx((E@k9f)Mvk-8(?3Q^N%SI#j-Dv8TTnxx$nPZj_{?lAiQB;|>4J@b
zKjNl`gCnU<fE2AJ;bMAboIs%rN7J*3z#RLNSlm1vL}{~$fV$^PfJsTQw=)FUqmu;E
zD;}aSRfe1#uxdl<weg-=8D>$nsDF9XZbepSMfM|Y=%B58Jy2#(BjbZaPk9lSO7i5K
zno1-=CkF9}UP2_z;*N#PS%RhZdFcw+!t{r(nJdDw)g?LNK3n=~G9ld?zCB^g?DF0s
zn%cc^v~-^LL!RGXx_~KfWB(B^9MJiiU~2E%6N69u+UD!8qknXaV8?M<+&IhI=+)}`
zAiNO^7=yVTb2sC3=T;*F?Nc2zzJ&7)bGOdjo=n6hPnCG*+@542HYKXW`{wo`ahCxb
z@Ag$W_Rk%5=FkKlo_o@nLsNNbZVoxN8&sl~%rg5g&b@@>37tG>1ULpaH^I-hCN_X5
zzE01TQD`IWt)k6$Sm03!^K*41+@9LVgFQ&H?MdZZn(JiclPyLnUw1A*J}{ry7^IkN
za`N5DjYP?pbaF*6&V4PQZcF8jHryzRADH_lWZRa^rU+i()ZJ>M2MdjtN$uKwWG)28
zUCCUm-3nP5$|!Q*I`?s8bpXm%29@g*bKiknTN8karw?=D9no^P-V2Zv`lseT4V022
zql>fepZh`NcEeiC{qWpBMaCUzSjFFWbNWuleoa-oe>V3;94qEF=mPn9nBzEHb3V(E
z`H9Q&IU(KfxLIYSaf8Z8V`mT%OIa!>I1GxPkF;IRmDW5z9%W%tHr0grvE6v-Q9pH(
zsy7HX8;7g#4%w;qE^ZkAY*hy@NpIHYqZ3ds<EQJ;)!FyGe6oD}xs%7|o<H@h$`Bo)
zQujzi5NGMCvvd5uJsg}`C|N~iag>)0XH+@!C3_Bxr@g>OAM(oS(<e`zEuVY-<a<t@
zK3Xz}P=?ai@<KAY7TT_=c17E-H=E)OdWmwv4z?LS>-YG8lqy3P_ci?zon`a8*hz)C
z;9k6IW3kzu_nIY}C0>O@ZSAM&eSL}aC(N2msl{2@vufv5b>a&-`(0fB*W;6R*ikD?
zrbIHdx@S;b&#oj+Ht{hh0k<|&W>+}BB6*3McC6Dva=eLL>agDw2C3E9+$1a3XR)Ut
z+G~BBcfev_CHCv_UIzi$`!=0!Gpi!cXVe~STdc4cNoM`21$*^G?XRYn7FTdAiCPM8
zhk&tBGudC-=XDnYeC<1rS4k`eLnVG1Fs0*X&XwrgB_FlJIHiQ6f!NFHVit!4SyXZ)
zvV)Nbo!JXYovPaFy8zZZRe7g!#9o>u22p#wiD|CIUhJpvmpDnP3aDgbF;e+06Wk!C
zstfx|g!Tk|Sk{`B8Exchu7uQ15|Ax7Y`<lxVNB)spzWeEEYpsLqr9)-RYXYpNunpb
zp7%@_^`i~4k%Xl(EEG};*+MLAW`Z|*KSAC{8w6)pyRC)`nhxk`7;F>55sMZ+nZFqo
z4eO010_M_-2FcbAm6mHEWM>N9SueXN_Q@A1H?nl95#+!X<NC;bZcSvE$9Y>MJ>%hI
zgcPLn|MBy)-98=<Z4~FgN$iJE;UNuSxct%rp*m?(-Cv5>ej@q<d%?l&6ZA1cRK{%v
zD<Uuv44KhY$&36!$>5DFW+en@Ku)n~T)h~LD=<WY*aC#<W^OZVXktE{W*-O6^-~zv
z9!#8I8MC!#geASyp>573!7UNnad$nI<(M2A%)udOo?K=kr`v7ksY2#WbK5EAPWRX<
zeb?NbNMFzIH-!UNPw$y~08c0QDLWnYeBa!|^qeXqZC5=%GWRr|Z{z2N=2YrQ9wBZt
zYNrxT&%IB@^IMY4OXz78;YS9i{M+J@pE&EvDGvSw!>kWI=_jLE#J4-q_sGqIBoKAe
z)YN-_;HI&nTy^|kpZrf>CU6|x3B`MH;OocN2;f>O>^{TxD~dcOCdzcDI-kOMb<Y{U
z=~w77ozt|3grkx@`%8PMw_+ZjL!aHmT;1#OVH!t?DSdoQ1v>~vPt&o5Y6-JF(xT&P
zQ#e`iuotRYnqMwm?6$Et8{46U4R!Q3*vpn59opc4_xYuzK6l^}JB^}QkFu)>@giIe
zwz7d(uS>iB(A|<3wdr7&Gd4`T>``bsb((JfSQ4S=dY!4Y`%M(@E_079CD4~rkq3g(
zd4GAH*2(Fr2b?aXfT_J;xis`e5Kk;muG^`0@1-tgsr~ABmBR@M*mjq%K_YqLHXI*!
zx}aK!-dRZWl;YF2z*^OO1q=O{pC@Y(a_*X%8U(?<E(M>DV{)LtIDXYaPufmAJP}*M
zCg8~aBWM5YE6+nh<Shh<dKEcmp^mV{Aq#Dr$KmvL`#g?cDT9CYRSKM6jmcuOX#6*V
zantsZghNhpLdXcq33a9{d=WNWHhr1r(V$#9(V0AuCMDxLMl1-rKS4jxRj?j|RFZm}
zQw8#rZn1L7IMxROWvV`61N?<^n+R9<Puw&oZQiV>o3w-dBo90w<!)l<nW(91kD=yY
zHq1@Hi|=$a*8jh~cMp>DNb<vO;MMICB$sb4$$j-Uv|@uC^a9*nX@%R_B`^R;=tGkL
zW(eMDh->!D^bDHl=^pmiLtqvQSz$d+VV@jU+$t<fp~v|Yl0ue3Qb@KeOSVGxS!YX*
z(;q(TF2Z3+mMw>Dy+R@TLUz~@{{1quUf=iiV+O#IyxWOgV&<!?tgNi8tgNi8ECYBn
z`!oO^U5#g%6+MwXiK3^gCWApdlRe8dqA0so`n)(tpFi(p%k);!GgZru0m%y$U^c+E
zvV1vf0ImvMSGaFrFJ+6Qsff;K`aDa;-Bba=b>h8sByW6ASB%Q_0qaIcI>TYk;TZWV
zPtCPt$gUQ3L=))-OwAUio{{l&6G;EM2mz-?(7)d3-dd$t3846@_18-{OwiwuAa6LZ
z^4PDUpWcA=y&2V8!Npmm#mO%+zoCM(G%t<)p{jiaE@K8>!%)(7tcz?l&YyA~zgK3l
zk*-Qwn`YYKGrU`P3Ae!!x_?gonB>f{1-86JZHq_}2d1j@c`e>vVV8r=*J90cujboS
zHB)ddAar~e3%~%5109oeI^{>hg^Z+S44Mo@0UR{7QqHXj)7S9)9=KSOf39=!juw4E
zRF{5nn+U6v3RgeC(~Kv+lTU;Zq{-KdgRP<afX?s4f4>e*-W|nX3S_&A{xf9_A3<of
zugw#S4x4B;;vOVhUNv#0igu?|$@P-eR=O|;^5YTXXEw%*vN|z1VP>@<&__K|VP%P;
zh{?4vkA|@0w%klolgvER?{)G9B;2`_bd7{pk9%t@PI5Py``+Abd<B&{1)9y~^=K`K
z)B{$&aTihGNN4G!@{A@~?3$m3@_~Vgd|lE?F<}D1qyXJ(D1`Ef1wpX+7k}t4AQa62
zfeyX_1&~GyPBsEowd-n>E``WIxzhOGt-5o*?XBmCaK}Ab^49!tYzJOASc#th&2Xzd
z#$&z_ezFzYb8pSpy=a*x7HfCv8~PT}#*HE7sB9E-9PtVV?gl&CS8X6uPe*R#F8OaF
z3c)6oKAx#b8rj~4b_0}ecCBBX8s$s;LE^RR!QG@(XtPbVFW!CEH?UT}&3(Xr{rbD_
z($Irm?!mgC;sWA#-&Mg%HKF*P@E=qWg5>Tl9E3gYFW_tLL56W6#lK|i5pves*xu`b
z6mVy>C;O15R22i6990o##yb=5qPsH4Oxd|gt%CFw{XAqQz|MoB%}dkjw;lHoD-OG}
zV!pXCYsi#ctH-?sbGQ_8YF&5J>IX_|`{H0MOAS?tu5D|$Cx^hUE_N{2kG9Xku~h*;
ze^(pDsQ%_ChS9anqg|{84A+lJHe+F@TLhi)uvXv;OzZ;giZ8KlyFAQAKpI@$gGlo)
zk&<y|y|!yGVS6wh?xN#${G*eSFaPiZ|J5(+!!e>7_)UM)uX2r*ALW;@3j@tt!)qPO
zDw1qIa@limdWu#RUm)$_AbEsn%0vcc0><WgoXLV0av?FHW@O?kg1Bb)eV?5{^5mSh
zoHjxM$1&hZm9s$0I7pu&tsg0=m}pDHV<ZrWKSrFmM*WDnwZ1Y>py?s906SzZV={zX
zo@#r$o0w^)X=L+`jp|J}DUj&x7X6qsJP=5sTNs4->2BsYJqRP?C?J`#3rdKtW|}zC
zB8k0<BJ8`nw|$XT#OVYY=T0B9T%b+yO~A7(bj*oLhy_K?IwK)4PqY(m-%kRxW#6en
zl{eu}P*mnB&?-Xh#VvRQ*>CjND2F=M$G0{Y#j&7O@s+1YqMgs3zjS`}{JD4E)po0K
zK>ta~5k(ScixFLXW99tS2$R>#$B={siG@J+s7E76Qw&+Vm<4V=HR|@w4z3)+1jK!$
z5+)1LT^*h8MT4xJFMpTbhavF&&`*M|oK6wQbSuvpNqMrC!i+*sWs&75zN>A&E9!>?
z@+Y3UTJGmauzwFSOZ2VXDf2|cd&UgWDIi>uu9H&Pb4{8J4_1WPyq6iFEs!>2;LQ3x
z4>0QHgK(0GkM}f1xC+!YDwRrg)4jcm12Zo)xG9~tkqtJ{I#_)$Vb$V+tjKNZkY#2S
zX*ECS<$Ex2+%n~6KJ#}Q-`P$#r;RPvloIGPQa;=p!4jO^jshOK9TI__U<LBBaX!!m
z%>k>(c;`q{cIa`Kuk`kfF3xC1qI{x`QJrI2Y(ZUP3y-~oI)1T$BVnvm_M(8UR&zA4
zqPm>Tg&ri-Nei>5`n^u^_6pY>_6a&nji%JOVVmxw?G?CQ`dz=r1-KfL0Rz@(kL~(V
z4{3&$7??#Y+#vXUAG6NEMo4WFEJoT#7zHe0p1nG9BE!E!#Pz@cb3x$TA1_;M=Q>w7
zW!;x1e^IXyKl7*lVn9`UQI;Y|_J$bIwaa}(2zP7n?blxPCgY0`1aX8nZQHMiYPEC7
z@x_{$6mKgD>WN@^*f*M<_2^`n)z&|Q?)TRB#^%M|s%y69+8vje3~9iaoDYuh8d)W<
zwL4^rrn5sxj>KYepWp@)vm>~3m?{G96M-^+l?MzKFgOk)*Q3Jk2CF;oP;mXI_)uT)
z+bmgPusiX4cyla%Jv;N0@cpH5=2rZgls)0gxVho}$f{n-TB!PvFSc6e<n#0Xv)kMh
zYG28&qIN*;zzoY}DSjAOE}Kbi1#4M{_1v-#tVtMVH`^){C()NTB%1TFs5Wh1>(I??
zfV!V@h1TGve0}61j4Lh=$jRX1WPfk=?-AaW82tP4^=Md{?fXw>KMUwb+%gm4`K#G~
zK|HR+;QxeteOQJ}r=OAeH?zO<lj`kF8liVLCPw~_M@QYiMK>=zzfX?ciDBFAl;Qn7
zyL?#hFQgPgYKJC4#BoHDxNmDz64(jBBuDxcmo(gI1og_kKi=JUuA(dBw<WSn0(<a>
zLO6;Ylz-xB4D5?FSDXU7U^-VxHIJfK)qwciF)jsnNAAy^_2Jo}Ig~H)u^ufr*X#6$
z+xq)u+z&mwhs~gQt1qGcdF%(gkJ%B^<Pj+oHa79T3!ba6&^|}a6$W!DF-MhdKR^XY
zrCX-jH3`0BO(jM?7XH+d6)3~b<_cqhB2caGSYS?Z-!7TyeRff+&^X*oiK>(q>HaDF
zDQi*mjkCzjcK_MUa?dN@bQ}9eJ+f_MD{d=^lHk{|H|2<OXoH0#QpW}F@FCs_F5fDT
zJXZ#BT>2p^aQ*_4>~TGLZLcStH{da!VL*UrvvWJ}>kNL6yuSPsx}94&riwXsKYxG^
zKaS`VO7wki#5s&x^sC9RtMoKXeAJT}OH^>T2)E975-nO(3|TRCJ`g#!-MggG(fuC`
z00gY;t?OUhE4}NwY4fM4t;3C&Gr+BblMg&4fb(P+n+yVwmSHL~dG8KF(t5P4ZgmhD
zz|?;ZnYb+nxP3P284)<7$2tz9Mz@|P{Er}noYI~a&yqxyI!PAyKx6<@+p(K{c=I%I
zu#OHl(jc#3w<eAuX@~=hsj#I}hJRW78GoHj1@@cc5iP>7k~ZPY3Rt{N2cUXnILUKB
z>fVn7+N3qOgvLE2CMD`5mN=lrPK6A%__hf^cmNA9n}r}aHW9g!@?wHZ&kh1A6Xj@n
zDN>w)5CWOLZENJ|(w+MItOj2=mXYQam7BY16|zO*Hq+0-l_mLaTEJ%z!ILHXH!U<~
zEZM(lp)p~}{tbn}G>zt%66?(#aW25I5=r4w{0B}jZVYcNiEAz3qZ~B{m;xVQfFd4v
z&PD)DID0O2_K{?)A&}Rw4BFqvD={|pof_mWhD%<_6)LgVk?UQ{-pp|+G{Z#~j{m%c
z_+Xgw%#>pP3r_Q(b5d<%0yEFNfqM{npP_#z$!;{UCe04|`6#<ybfdUV_Uyx*J){8V
z9c?^n7a~j}3ZvO2qE!?pa%g%yXf*P_R;Opo<R!=Ls@WS!`NwCrJy63$4-VB-*VwZA
zZ=<x&oxgDAtxKzIOORK;+RgX+II~f=hCECrQ`l~Xw3(kjN2=I{YN^vT)m=~$k%p`a
z&^9%q?hZZf_8Y4A$5j`0+E>Oc>@Ktc8tLj0Ne@?)j71|OnzE)wv0f{PX>w8Cl43DB
zK6gmsE(E_!5tE^aQ}>q-JMA!=z8AeoqHX9+5|~@P!7d)tGdH}oP?mdKtA+W+;O;<9
z+JCDG*Hw{Q5id9iLoc|IY?Qzk9Yj!CtY-cmtKGDxAJzW!3t_<R;4}c!E*}vOsCG~=
zQqu#ws2z!Hi)7CQ5{nGZDRUH+MB0>ENWx5U*1m&Qt5PD>*db(+Y@rL7%^*+674`s^
z!puZvs0G@lAItzuIJ{HKMKmvTUnUvt<Tdq$i>D0h^>ur03f|q<>;@X4XjLQUM-OW*
zL`pG=8PE8BF5tO8PvJ8u2VfOl=;?r3SJu=m@BV6xF$Wngg4Z+{Y=W)Fp!PviNpX%;
zcKO#pcMI`5IK^1yxEzn!Affki`R4u)y<BJb2n~OkACUtl;fe@{ycKxg=fj7>6b`$a
z7xFvJN}C`uRVyZmT%=Hy(|}F22rbQ3yL4ZZ1$?JZHhwt4!RFdl1)GyvugTpHbhYYT
z>_<$?<BGpEBB~56ovuYL9kt?I)6hKbL!n7{m3XcjRD>zlsY(Wo&8duqHq*bP9UCj$
zU{$gf?fiC$OK7=+WHl2R1XiXU^n7LKDtP%oyCwY+LrKG6;R_#io9>ZY7hGn3xpU}=
z1eCpojNQ9u;WXpwl$r{TB}LfCP>9%Q4S7b&Rv%BjU|>XC@1D4m7>{=mgQY<w#%vOh
zMj1xfWfmVEcTrMxAQ|Bj4d)y}D=X(@u~nl>$)3I@9#C8dz{YIiIwW4u@i}=|j@<&J
zf#In$yem0<1n%5bWMbh8x>qJyj@tIxDIjIgbR-2FISx0P_CQU%3*4ylE5>;$5lR4Y
z@TZ~+Y6N)90X~(M3AKGa#BP>48@<qF4J){aLW;f=nYvZK)E#WY$q7SA7UOf^zPRQ6
z!!F;fA=8dL<}$eJZ1<8-vtb!3nKAMgdHm8#@+%X=C)4C8?!0ZoKEr($>gVX#;9B9Z
z!gTot&Wz})TZ&cz6=4lw&6g(IZglXc%}Gz?1jOk#kH2Cez$ui3$>vL`X<CWZYs~pE
zidsPQcS>Vq3LFAwWJVPci&*%vPV_(p%^bg=UQ(8OvsEk;EgS6V6+rbXPGJ2xCuGxl
zrY)!H4XfEP+x3Q5gK^BXECa;%VDxCt=JmWTzqSqVX@7?zxnL0jZNBFZFW1)I7LO$)
z8>hT-YbC97UHQQY%}ATBUTGKR^P9_cpiq$>5|@xLbc=@zjx?yH<)NN5Hk>#LhwKlF
z$y$=O!p-@hXB01vsKKsjNEJ>b-EExs@*rwKL`gY+U~k}@v&~!Um-t&lyZGW-{lzj+
z6OUxH;R%42!9!VJD<a_$M1rJ#y^Lfu3CZ*$0QEO7)o<W_*>@=%{pc8j9Z?5GzO*)h
z?Qk(zSK%&~5Zjc4zI+soHxWy%+|2@haX+FV^|(P^2h{b&GO`gUa8O!AB2&7&!KK9O
z?a)miyvawZwh=;wbIt({NzKpBOVoZt9L80~L}p9nz}r#6Es^0!RyVg!C%0Ze<0NuK
zK>W~yiR=&>WBh_-!>}s}Iab;=ymsrlXEr-4sCg$;R(4|&mDZS2R^7kQo<gOA3|{h@
z1Su9e3bd*Fh9Aq3U(#(MOtu65u1~N}kfCB;t{E>jw@g|KR7zXiOQ#Eouu}B>a&#oG
zg0F{T`h8hCsrsn6>V{RZYCVYckgSoiqD@^C+&Qr}{RR}BHeXWV4A&!T&w%x&+-=h0
zA83^LS_#I^ZgBGj_8n{vdkp_pHmPyvLGt(<S(!nXj@*sowQ$%&<6A?X)b3yh;&rc6
z7|j}EE_nlhX+2O8N41a=<f*N7gx+&l;=*MYx|?8>Ay*J^1<;7HT!RV-=&Lqsh;ozw
z#sW&;3$!V-T;r!BbexCEiyR~)1QfYNNTEOrw$28&R=gwL-#^3wb3Eh^Xw}r-*ixle
zl%kg4_=_~IE<c=zVb%R`S6FI!#FvVz(k<M~gJbSNiZtDU8+3}Bgr;4UK_VD`Fq*jC
zVH^?EP25~XoRC`13Z(yajd?3U>sIPLJILF>od<8Xsna0FSW=Gg&m)tQpN_OlY-*Z!
zDqkuSyoe={N5xBZzB1Z_scGi`Y|6k>#8~pDuY6OF7fY=L$zY4K7ye3`BAFwWAFlF=
zk=p#YtnxDT)`zz_`O2ai7H5v}2H@_W1)#?k@ijh744!9Dq1hn@TRnhT0JR`0f!alg
zl~GXjGO>?gPh(bv7-0?-y@r#lh$KkQ=22`%gvA^_7VaL+dMa23jJkUuC&_P(d;Q*c
zUmlTW9A19kn>pIP0A4d{3o)vVdiw%w*7YIspDZm~Xsh$O;z1L{fZB74`whOoOOj64
z+84wgY+q1WO9Kk?-Zmm|@F<##X_N@Gw*MR%!lOM{_ah{SW9k>5H4T4ub`TRO-H+^b
zQ+gntBA2cmg*H5`@cl4cL~$*pm|b`(0(wN|kZIU2Tj96O{x(|Fa9F=U7%5;BrJX;=
z=(#mvlnb&Fm2Wu#XcN_GXURLfi!~UeF#Qm&N>7vtp_(y71w@Y3h+hfF@^)LdT-r?i
zI5B!xNILDsh6UYGRFNl@ZSaTUy|h+X6Ij6cxKuat3R_N=yBMLW{UOU;$XNZd^^oSM
z+K{kn5fsRb8vMWuTVku?cR5`bnu@m^h*CxoK|kWCPS?UPRMNH_$b5Gw7gtX<zmfDB
zW9cjpVNf)Ftotg<3p>xWK3|0&4)k6nGz0C?#!Kx;Mu~<$Rk61TDgx;?8lxn1<#g#r
zB1j1S9IGwg=x*E;hT)wlnBg2a7~B{oN&qiogX37uN81){sTK9V_{#AV4-1+aAXPyF
zw<AXl+r;B{=Gcxx-dyeUC<0R?&5KykYu4ng<E7d+zIO6tslO}+QebNG+0oj!2%O3-
zLEMiLxMm%o`N^7;nFbsA%2yQAjSg}bor*Tyu09e>RU?<NZweQ2pk-RE;VkY{o`?*I
zfso59<V2bSD-7kN`>|wocX}LWU(Pa(S!77!Wlf!>IuUD7D7=O1f5TfB`kif#m#+?v
z5~zE-yU{3&2@F<nE$SfwJ0@rWL+WK`kF}z>2KXm`Ot+y#DYw7ds>AIdGF>s+$nNJg
zacR{MSIEIu0FaOVh^~i1@Tlo9OjUbeZbjG<L)qN~MFh@n|1v%x_~(O8bb$-+wqWzE
z0m7cu>uf&Z3Yf1W<z^yFQ~998%dtT1^wi^1#ZwqTavlgc$L-X@1)Db8lEA;sa|Is!
z4K~weS(87mBXz!<7(uIJLSgj3(z{|S0sS&BdSR`kHi^Y|7b<-Tp=1do8`A8O{5J?1
zda}Nql8M@s`iL-Y6w%Q7cJ&m|olz2m3ml;hiuesYxO#(B#af63Shv-W`;C)9M5d~J
zk<ytef3_w!WmfOpu1i8$bh~rg3l;|e%rTXW-EO0fYoIX9G`=}y8G#)-LJ^<9CFm-(
zAGwW-1{JG}xTD-1r6%qaZro_QKZ|OG1n|d|Lz`o!BYhrkNH*%Q|KN0r_QwjX|BaN9
z_92X%10#`mS%~2c?i2r=t%Y}SpFRvL$J;ID_gUo%Y8cCrgSy|@S>HtTwG{Q?NsCpq
z=}MNlxDEEGq(UFWj$*~R(#+1h|N99$%kmAqEk{dLzR(IcDEG211v&Pz>h%j*N@V)k
zO~_#JbJH7)Kr!Am?p?KWDDr-xC`O!|N2^Gq<1T^Jd;Q@?WanaJhqu~T>Dt4swrq{y
z3uC$vH_<`^&S=mtk@6;q&2}F*<xt68m}_{;*fWb)O=u1`5GT^Cy|}s6Br$7v^c#<9
zoyJ*GG>;VL`k0{z;Z9y)3wt((eYb>=U>Mc_S9U^=_=cs#VjeBb(ZfaQnZnd79Z@;g
zRD3E`bV#w^?#K!B%2|4Gx=U|nImtX1{Z!uU<?c`@B2wVc(mY@!&ciueLQSGB<co};
zZVw}qON-*>92%zv6oU5=!!<u@1h3H)K;;m_slOCTE94NM6<-5dEFw{mw9Jgf+KLkd
zcbzbjQ_76cBCtR&|0=?n2SO#pNenMhTSO~bu(J(BKp-%lp`^UX#yia2oL6I9=J_DC
zKDL#3DApiOD2>L%GYtJENV-s(euZHLb<ARz(_6^ZwmVv?Z*D~s%K*i)6O^wC7igGZ
zMUyX7MDo$j>F~R|CRXA?A$E@Rm&T<k0~>&d)^~~(`D2~eegLA-jpo))ao<?B=p#IK
zCMBrxpCV7eW;W=lC^Khw#8Dh;K1DJ{r8gWDLZ^jZSbc5A<lM8gleekwLRAZlj*~A2
zRFI~t`YMLgU@|0p5TOGH0&*82rv{q99ZF)wjY-^ZyfM_IxURpEZ!$#Pz@FrOu+8Op
zQ0%&pE-hj6r1WlX*<5D#?PFW=DdqRx7sc}f>4>8_=}$Z23;QneERH5d9fjd=P9_0Q
z;^>tJo{yZJ8W>v)JLjO3!n*2j;GV0%Z*gDa!nOofhhIunNr{C}P_!gk?hf)E+bS_d
z7YrcZoam7boKBun;&e~MnpB(fd|g1HHQeE4%z!>(2T_9OLB3Tx6?j<9fEG_}p&^l^
z8U}<%$W5lW5M!30R5fFc5Vo)qxT_nED)lgUim=IID2<}ViSd%V>%pu0<d{U*HpA-G
zMrx35UykvjkC=3fE%0blJtv5;{y@pw#r%lt?77TE<(hdw<lMat>))d+>$0d;#iS*5
zlG_ezG87S#BBmD7ODGQpoKlhgtx7{r0aan8<ptj1@rZ<%DR9MdZRd*>C8283wh^O6
zwH<PUNf!%xAK$jTStA=B1q+xGO<p)5S#d(^Y=p(+aKsm@aerLXusk2!%h&XJdm(Gd
zx3g==0P=Vd%rb$zBBf7-Qh#03GJ^cpY>eth1AtZhj(mS1%*EnWH>>~KvVRx#pDgPq
zEB}4jA3*u1<#gHK*|D-el>ITb%`y?t+`j*8_NVauF@BH26s_<-%Kp4VsFR5DX=Q&g
z`%h7(k1(j0#R~pv_SaDGRESdX;q3<S*R!7oz;gjWq`nCCx3XUZ)EA0SX$YcW{H5%l
z0`{3@5nPR3De%6vu+VyD0YJx6AmLRpv`(?MKC{qzp`uD<xRX`++(PS%timT9eI%sX
z+XnHah1Rbp#3M0;%0cT#tn7I$3ukx5&YWIoT_KVe%Yf55w6f5;Hlf<IPW|{o>m62m
zw$z$TVC&dVEVR}M^>`7=I(O2_Ure2<P4l=miw6;g_IE9`ewt`MomR8b-G$a4Vd;};
zDLu6Y@iPmp|BevP6{dWVrN6Y$`sajurU)1J@n0{re&h&%o-G2YTD2yR9BF-mP@gG6
znPFvMKYFC~5W&7M0nBU}gMRo(>(hk(Y!N!LZVdGCBdw<i`o$7xYF8NevqxG@f<IOO
zw{iQ$1t~__`YOf8WJUQ;eG1w^-ZJ?<(iDBp{oxKI<D0ceSoGhl&Xur8GwO8KH=J+#
z%-LleHLha~>}-s^&2HCICO`KV^1E0Lu8=s)PPLrh&!;x(c5cEEsRWer&8r7KNuyuL
zmn2tp+~M=0ri4>uyZJs&uaNlIQoZwN8QY%~`B(1ESRx_2<>~-eX~86h$70Q{*(|C-
zc&?Z4!jqxRSZ%p;X-x@+OE_nC5cZ~!6=MSg<4K+`asU#17bm9IB@q!#ny=pA9Et7C
z;YJ|~k}ujr5CC43Yxjm)$qNXt8~AiZUi^5LFWqt}T2R&KXX5^10=xoF^{X<}z_nj|
zA)-*BjTc&WIzDC5m2uYHhp0?SLzJGt*vWa-c+o}|t1qnqd(;tjMK7207;Ld-e=zYz
zb*&~@d{Z0r7{=%DO^ujIwRUiWUC-KFt<ufw*;O?YaK4K-L>v|_Px2wumMmGg!Y&?D
z&woqY62NvW&$m+$4rA00lS>?oBC!|~_U%e_`<%YYz!w0M_ZXle7VR;^_5E=-XBe*L
zBN8#9e8tJ7A&zo3R+nG&AW3YYO}YAty+l3wGo*+XWI8K!1~;OKY&!#N@%3X(ZnMcI
zSld&ZDY%B+hEw+aXwy(4-yk+-j(j+6*AeAXn2MpTRYV@pHwqxcV+?Qa2mBS@FHQXu
zHuz}@X^?)65E{T^F%O13ac0FH5k2+uDP)ksXxKm78404kKWBT@66};bQV~UR!e8Nf
zn${YunANmFtlqY-E%!g+c;Es!9`>`-TEk5o;dIjwU8Kjx9VNb+U@vwwDU_zAyOIm{
zfPMB<p!3W6%&8I*x=x>h4<N(h3FT;Q;>v(qsG_Z`dNAG?jxX{YYzO{K_Y74K#bqei
zAx3nnC|(&G*hfPcxq}AHKR98u-n$0Fh?IqKeQyhSa)T5mKF8oFWSEf&kNQ!yo{KuN
z9?m^I88}Rq@J0|89=sNSoFHw*X-;$fqbR@;xrdpk#daaPXO#hgN0eGdfgqi$vL(z)
z@Z-FecxD)xD3OIi{7~v#%jrlc>ZKw9t|3zvY+LV0+C&-P$czC^n!uGgE~5E@M&FWT
z_O*+b_u-(m*Gsrq9(p9Sbw_4{_r2UI&^}{Eu+F^(3}Yka)slHE{vdS5DI8gQf|SV;
z7C93W7GE{zWDvRjKEgI6U!3^{$!_8I?3QI+3oS#-R-LXyZR$dZb;oEwRO3jvt+y38
z7@>7<yG-gZqe9f$v4u}kcQaCOIEvQPiTqZZGBoI{%1P~+4LV$Z4+l$81Ad?529my#
zfHn?Yu3{(c0oL&P!QR1E69nE(yk3@%L*5m(qGjeFPUObVtmz(RTQifuBKsz|<!Hjh
zrqn+uq^;g|=wWfwHi>~+52q$b{ac{~+Oh{>yeX#?TR_@79DcYrA>FdAOC`M_7AP&0
zAR;S{iVT4n1m|<N;^qy0S*o1i`@~;*S_mDIY;rJS#m$TjBJ4l1FW`t$-RZLc6OZuo
zt|feg+4|1d!T>643NUFIl$$pmE^|t_UY+XqcGriUQF_jVF%KP?93IB5JA+6)jaWKd
z|Iw}RhnFUkjf$E+IE*}A9WFb<8peYq`<G|)yKqDAM(P`bH10moaj9nNWwxvL$2J_j
zi9~*=j1;b17!7yG%d;G0O1|4(a3iFP3fF{2VWCO48S8+sH$R{vUChe|8X9QkgkK)I
zAMj8-$qu9Y8xaCG%x&4EX_lC^(k9gogUslLDACmCZb(lA%#y+PWiw49VQ_x@NmDeM
zUQkgJ62;C;(aO_SA6dhzTRMLuOJSlbK-{*wa5_)}^9MJ|&=vdKIL^4~!SH=VWL@~i
z*G_pTnKO=kI=c|2V`pW`&PLp!B<E;2NlDO{FT>6t3~8Z7>TxU_C|sq?(6QvMJrGwB
zGfsPMwp9k4qGcbYS^exVsr1?2*9MTFoHXRFr^DBm2sFgqy4<M(LA~6@yB)j!iPlLk
zEp64msoC*_Zg_>c^0(V}?YIcf1k~=_z_zZpscX{lyWcXC=YUH^+2kh^kyA|?CV8Hf
zp_iCIkwqjG<hF=C{FLaGSdEJ2rMFMGQEvL)%@gvUKS`@D_nx`bCbgaz6@~uaqcN&P
ziM-ee^;T2)%!BHafwM*06-e)LJNm=|E#1wE!fMLai`rL+@S`ihkL-Oic3tOkJpacx
ziDmw{*>2NT%KR+hv>|Y_m!IF+9q$)IUv2cNOf{`%thjh@t_@*_f2nCaiZmi9#E!xq
zLu?3OWh@a1a9!51!e*6Bmj4EYqlq;I`kTe^7SP(un)pbVXQJWxRV~d5C44M8S*-O5
z(@cW^f*h3Av>=b^OxKF0gC@^%n{N~6*#q1CI7zJLm)|^1BJ2iK({QwpXDkLCJWi+#
zN_fGI3j(mawToYQvu5D9DIwr9`O$2%Mtf&_qy$h?%QC?+hb@mpH+#7DXCbh1$2!fU
z#_nN2R<Pp8J*CK;aXnAxo?s6`2%%;RUaVNDwDdRIT;t874RHRc^tv|eqZv5-8qZh3
zE?wIgb@5#5jiKfh5wjF8KMrt10<RqhD$t|Xkd6~ifEu{l6;^bwa$rMEw~9;ioe#S0
zs7RTN#QirUqA;54WGR5>qd@p|`QjzVp^G>*u>8B^1p4OGLDY5_0s(IliEyET{~mAV
zXdQOS_(p&$ar9Llvoy{9!b2^##(w%pgh@suH`=%sw5k>np1zupO+PX=Ia6HRC6zF`
zl<xc7-9#^~g~)GijC@%zIY~2LiB*zP$JHdVw96h@)R0J&bSn`iFWzTx|5LmS61XVZ
z(h_=*j?3x04E*GuW;o$-Nd40x-3H7Y9`@-~*G}KVvAU3=Eh2pf#wA=fmA9Pk-f?WZ
zdxs3Vd&lwO?j7yr-7wLvikB;dd>L)NL21nYCCx)Op;5kQ$)R?(n1_Lw``@7nWQhC+
zB9Oi!?1?3^LzT;q4So)SskqI+ma^%Y-tmTx4fvA#B_NBZGvydZ#ZbG_gii*ioQXC~
z1dI;8K2)(!Mf(RL^)gaCp$_j}6z9ZBhy<KxW<<>V$j=Y<o<Ezy0X!1O)e@1~-K`EU
zJtJ~cn32f!#Vtt`4k%X2-SR@Y*6Y0+5*1}haPZs<_3<WrcCyGO+|kDMzdWzS^$+2-
zp2(v0yo2KsIZl<?gm>eHNM*8L!|QLzYl(+QxBBpHa(Xg=n)(3OQX;O;n)cDqCViw~
zqLV)+$o#e*^8TuTh?aX*1kgu1qCsBCWYGjo9X4D0q$T@w9~6lkf3NRPQzDh#&Y3Hu
zQ+CDknL{pf7FHA36A$GXNpxUc@p|8n`r%eOYf%<F!|5?{Y$$PQlQ`n9T=g6)4zbD^
z5lO>%Kc1<4*Y{04d|}KIw@ev=vV1zC?&qr1A9gmeetCk#<n(`OX*k(lLsE#yEQ>Nk
z9K;fH{kTtZwo22%qPC_9n`k%Hp4u;e|6OvY!|Msfwm00%aXh9gxF}Pd(80=?Pc*HC
z(|C?c6Nh@9IzcSZP%^w6mkuF<F-MYi&zPNst8$ES^Ye~0@ux~0V`L2_Ix(Ldo%dBL
z#i-Klj~t{&mo;S9S!H2I+au`aAkyrZ!Y907E<Lr|c>P{Bp)%CDq*Bo*J*YAl^-@Ss
z+{DMqT$vSt<Xe$HrCI=uNMbD&C6U7=tkrxpgnuMtnSCjsz96Q~5~LMc5{Sgxh7Hh(
zQ*?GSOyvVSA}i92m&K73gfk{cwAA&^FZyNR?YJ=9*o*Vt7+un=R^?8P(T?JCKn4)m
zrn(3+86~pBMvj&T))B;FfUZ@x&oAmwtUmqmoxjQ}tL{`pm`Coza-i}aL#69UNo0}C
zH$_P>tTFkATO{8ghYBz8cBLrH%Xo4~CET?Iio!0KeU7`>;D;a)kW7Jq-BsX1P+e?)
zi<|`>85?dNQh^ZPTp3YhNX<YOLHd4|@6%}bQZee&y5#F=P7uVTHYNC#&ZYuW(Cf%G
z33wQ`<uv6qFU2aAlLOvmq(KYlrlq1u`{daqDZV&WmqP8p@p7+(w+*2}YH=`|IBML9
zPD$*PdlONU2n$D8k93WYg|6AW2(E1B$f=wb)uJx09GkqRBw}H6QPovXMw{%5J4V#d
zroH@(3<R~eaIPqFqwX4%-^**!9ALI1{17hKMQ*2dv?<Qe!2OBrX=7bHD2q@<`;&%Q
zOrDI8I~iO&X1>|O@n$MOEaK(7H9_zdX2RDlP%7>=H}VhaQIx4msV5)^gr)fLN2a2*
z!fMD%yf;9Sj+c;xE6x8;*rdfK4%PaMr2(+rNt6^Sh4(@t-Cxycj$p5zB>ZdCo45P<
zZQzn$>V@7`1^kjG_fzny?r!SQi*p+CJ$TKs>U++bk{txGGv|>BssHv!@<*|k@S)&V
z;8Oh-_yAwlEh$Oa&+44=!cflisHbH}LKm+0C4{h?Kgg4S`%esA@24h!7VCeNoUluZ
z%lLcHBRuAHZ@N^rM{qg1SYj$3&n4(2JynSkU=uX{(U6OBJ=@z)s2S!KamDk?;Vx^u
z@<rN<NNUvYZR+&Eg?HaKKO%S;0zUOY?Yq5QnWuL6rwe^v5Ux}=Z0$OEo<kXkV$};1
zVZbN~VR*DuRt0hKhLUL8vD@E6K5=ycGtRu*Ss#uDQSuHhmvdMnihP2j_D!zJc$HV~
zcT}iqk<hqD5$WKZkQfF~7VyX%`qgVIIMFn5)fIRXCrG+%3p-_eBd4kN=}r_29}V@x
zXfP^I3yt$r*_bVAHC>~<u}>cVFd8iIPA%?3FtR!tjABoFa6|GwaUdeS2@`Lb-{U<@
zZ1%;&7Y0l-NQE63vZNqmqFGWne&kspf+QA^LX)Y^^d3Z5PSL<ssS$h|ZvQm1ZEH#z
zarmS8%IqsXHmT587e(WCH12ONtD0K?XU!hMN5H7T#h8JxO1<h3G&Sf6Yi*9iBO&dU
zM@;s^l3}UkFKFQ9GjJ#x2@aE5Avj9nFQ8+s7pyIodjk2!^D2!3-TV6(F}LJVqebg!
ziPBMb2mW>cfJI8E7J5P%d||^W^hIuv0{LQxIocgl){*MuW*2dZVf@(@{)Fy~J2$)9
zpEv@8FeTEb5Y8e;c0SrLqBrxB021-B+IdDX;wVBw-<Xmhmsdbe9k1Qu(*VTAS3zEp
zEe&00fNgwmvia5K*AcvT>v-6e6Ccccv|0ORjqQ1cvV=eQ$VinC>c@|V=ND;HexXfl
zQghxaBTD|1Scd$?kcWw*%|gdEVZSks--~Dd#D93Qm5^wlb?r@Pm;4@(ec5lfCQGRd
z_U^ujWMk%NL$455O=hYaa~WnCeRx8MPY$nMd+TBnlH$88YuEwAJB25H(perY-(%^^
z)j0;sb$g!CN~zEhaDiDRHBlr*nBtzf@d765%(O(Al)^+8X-SDNbvZ>dAeW2o#2mZV
zq^nT^nO9@w0Y!*7Z9FYfO)A#KyzK~;A&42r$&*f4fV8m$=vDk($#^St$oK`znSz1J
z6F_B762$!w)b=kf%`+QvpZFY}kQL`)3!S9*=^Qd!;q26PQg=i&^rH!M47)LSPu;U>
zs><>q9OO5c$j@@faZd$?@NSa`o#;S6zK-cmg%{T~ZCKiI_bLKcij@mX&4KDB;&-5$
zE>|87RKg2Qb5oqC%gS~uV(j16#FC=jH13(fuO?d1KRoyw3<oE8f!nyQj<Yx}P{u&#
zhpn@Usv^7|k9&vL%vJlBBZHmIX2Ii}hq9}Tss`CFcwb64+vPI5ml87#BTT^{q_bGV
z&?fDhv^0M0UHMnJt@bMsW@X*ofeCao3ozbmu@-er;rvCS*Bv+*zU%HoT7rDH=(vfQ
zR_E17`0imE=)gM;;u(UZ8QgZSOn7Z<Nr5K~52A9%IN|WaGUb}6fbQ1t?9xmdS+TCd
zXJU%sRsF)Q#Tf&m)?qmI^rF!O@31}mtySiuqB~xZ?vW5+2QB4`DUGSq<({VsQ!JQR
z;JV5!%>>eX8~<M8yMgE6|Htj=&S+mRf?kR8FR111M&D01j`^g~biflP8><GPoi*7)
zLzL5WvV}5Pif3e?jr>zk_7Cnhj4tvq%P|S3@H`5H)v6|3oa0{0loGu960#-kPjVS1
zs1brOo)_mb$jjktyO~jn`Hv=rOoe-!l8Vg)M*nzVv#`KKOgZ0MZJB8#iq{OZ1UVg|
z(Quo7nZ2kaX`x$)!a~Td&17<wvPVT9jrar8_G}MI83DO^dRrgSu@E^{u{|5!>Tb3P
zgsCpOXMkR>iW`c|y;M!ly>xiSvhO9Hf+^>G9+$up_Mxi1B`$Bsg#^l%_#gZlcV;R1
z%eNdXF491uS{d$*Ho9-honu?-0#JE!uCZBWXJ>tnR*_+<l;uI-1dt<d_CG(mrJijl
z3){nyebfQ_o;@s!(XjL}(HLMoyDI(&p~S4A@MIt6IF7;Xj4@vO(gR)gCNx`h>4XsI
zZVKo-&e36K{Afl!%Y|0~d+^GXk2!dDaT7@tXkwR{KKT?Gy+IwM#!31S)(g_-eyk^9
z)La4owN8AH^vnUQL%z~#<sJ~WbXc=hSNp6cA=!ZyUmD$&_a92RP_^&Qfu_=O4*XR#
z4N^HxI^}tA_A>yPT1rp36PsQPslx4UkuL6tFpb3D=+YJOJ<9bV0%31=)1zFDpfIs|
z1aW4yhkJgJ0Fz;A&)RIVOi0NHV0>?Ma(R+fVR1y75MMki4OnqViw?N07L7VHq|WW_
z?Ck3XVe;)>p@N$a#1ZVca4T>ES0TH2#}h$0xF(L`WS;4YwTg>3l*v85+9}==7Xsry
z;+;^2UUY1NA}=Q%8tme34=zmLg3ms=jDI&ZB0op!uzt-yl3SSM>QLhp7n<cPMzS`X
zuDt<C&;$<2EewUz>yI$eEY}xC!Tm~Rk&%g=q<TvFTkXtL*;R&EhFV*~OXfmyrV$MJ
zRVpp+|H1@zt16VFUGAHOQ``XoC;Y`FZ1zw{dE>|H|AB!4iDzU$B{Kw1qG{YV=iJm(
z8DuAaHsqOMWtCdI?Y8img^+fXCuzp2k}H>t;5fNpQd?8(dFp*bY^;DqaznU~0R{`U
zQ)VdJS&=^lGI3+aF~G@=!qH=F5t-uB!kie1vKD3~^rR@=<s*i;_xB}wu|QD8V;m`p
zNrE!_-ftpw3J&cdvth#SxME8#-BeF7FV<-ibX&(|p|!Uat5lp`eT;QmY64-dsyehs
zraU8ojKK^P#~`X43Vw-e?P$<kx{gg~WNz$f{ia?Bpkz3qFvg~EYWz3``?KTdJ`njA
zXL-@CRfWX}sbE4Bv&KM%iLaa)L4<*Wa2I!j1w+af0}}0o>E-<+tR=DDTw6psBr9>^
z`?RGTSK{!R5`0*?kc*GYUw7BFDCj-j@pZRaId-}@Aa0BP6^6Xtwp31-0%H7N#JRqQ
z5hn%(kH^lfq_?q%s%zHr8^nUf2Cc)l(<}&rN==-rh?MH>bkC1Q!;z+qen_~pia-s^
z=ltdDMdVX`LO#ddI4gcBJHd3TmcF8C8I?2}Yxa%oGzy<_g>JPF&2AvCW@iEN83$6x
z>}Ejcvhx7?qybsWC*|W~mLQ|h^5yI*YJA!iYC<i;_ML1EWxk?i%d*1jSv#(%I?u{F
z*#^llq(;W;^6~S9^df227^}aX^-zBzXv~(I*$zOzP{Nw5Yle21y${%Di?FKi3?|R^
z0P}PahLUd(x3arcSl~iNf+2(XH?w~WFr^M82AYBX&g^#q^!Z|gUMm>bPiDUlU@sKG
z<Sbuq6B^u4XMYfIj}_o-2)3l~xkyAg2MbA&vp<pjWuT~l(##sx&|k^^GeCX5h^wlL
ze=YmZ0s3qabWG#NWhDRW*?(CDlZ?&JNeb~&lWw*MKBMlx&3>VZItLm{&@X3yuc~ET
zkqq5G$o?0=e4*Hb)L<~!f0X@Wz<#j^Te$sh!2d_~&j9>%5tvRWgZLNOuK?nO5`@3c
zZE*iO`+usMl_=P7SK5I8-_{YPy?(xkm42ErhehF9pIB(s2w3V30i(EV1FtW%mI?mZ
zD!g{B$Ux6qdht@nh*__07$j1R?@c6DuCyB9t%cU_AYh4`Jo_>jBo_apl`!O!!613~
zpCU|Y1_&>)KQy>Mz0mqO!j*a(1=Sho-&|<@U4oVvUYO>sUtVbaLjsoAQk>|m|8=4D
zPYC%;k=GKyW9|O4h1S0yP-*UAn&QC2p#J4T>t7M-b465fn2f>xUkj~8$s1mPH4XEJ
zwX_zMssZ3*PjnAp*uH+G^_z(;ZrR`|2Ws*e?2jF3EfY2#7K2sqq{01`Bdr$U;+0t8
zl*ZOq3?SxlHF<9zX{`}eEKvn**}8tDb%QWZMqNgPJ`Ze+py83$m=Lj?Ffu3hh#Kez
zM_Rv|ps}XGww?!^70|!uNbBDxbSzb=6Tr~^2S-|egn$o6G#WE5ThY^zlc3neKXat@
zXQiDO#;MYAq%Qv4k=9?B2pH+y)?Yl*`i}|tLV~ek&2IhWBd!06kWa>t@v6}JuaC5T
zo)8a55Z1Y$v7#p;8#a-tzjdVbi>&)t;a0x!?U#<U{wHa?e8z7O|KLdLe**;a<Tnc3
zWsdwALoOgQhgzVf4Y2@JNxKxxm|BF{OH=v3fFYH<{@5U>Q>KX&EdBkwmm`t?fAYz>
z68Y<9dve13QX+YIrk(lXWnX^4JnTFHOtYOwl1>}v=+Tw8TCFozztdiR{mqNZ=U1>_
zSgY@JJBYfj;a|KYA;0D0O@7F`JMz7!#dz<OANO|ZOe)Te4}M3A5uO=~{5RC^oSenW
zmPdCeaGk8U3g$qgK}i=DcOQZR1V!m8W30MEqx%dX`s794EE3?iJ)2ugck1hyY;~m6
z<J^>cdw0W;7Gpeyn>nB?*(CrA%t2>$nzR}Ajq>`6gzVNMG`ibb(vExesm&<G*p-rK
zI;%_jHHoLjv++v=@w9U@-;EAG$sB8d`cj$VL$T94Fej8F`_YSd>86&*3NE1c$F|{f
zZlEix<k%%%=}g@}`kWNVjUZ$vyu?Sxh}!)q&q;3H+w>s?T3<K*OOzx?4@os?g1N`5
zN;q|Qha|HF3U!z)33Z%n#L1KGW(z}OUB%Lbb0C^17o_qznRxV9s9=+nE}YkM6LOxO
zZr<7K)GlkR5FaPRF(8i24@ePFRnfzIFguuR^K<7-UViY^j6seXkpetD<FLBXf75+X
zb3r9Q##5Mv(VxOn5dwK#HPk>GNKXM9)e4h`bBBEz0oqif&~y{iKwhcFbyz#v064t+
ztGzLzdFuw=VOT;cMYKHfxyMe}lyCHQ_r+vkjt)le6c|OE2(|2O_{SYq*ve`*AM0o-
zr|>c`SX3x7{}Nvf)*TglaakNYrZj`@nDI`0{PJ*+)%<3^+ZhcG+~u3S@d>Fpq0fre
ziN?y!OKb%mjWL!QryasbKS<dqwmnNYFrJ}vZsmrQe4j?jV}*r7?U?N0?6WkoxbI9A
zk(GZTtD*dHDUY;+l^)B!jM8VM)Xyp#5d&#trvUPVfW$It#a|N#*i%}ZjHm%DWf#oM
zsvzR$X=_yyFC~)*lfvpYrKpNpDJV0MpZ9)hn&pHylAeRS6bvi9KL@kwZ#?!u%qlUa
zU{smea3HhF$^I(W#A}k`S52w*o0rclUtEPP_2wHFF1`lYzat8+z5{#dbnT=X0ref2
zO{Z(8>@Qqe-eqC)r28T#r1I$-2Gj4Xcl-EKA0lykZ@h1T8%1N}0{jEx6<i7IjsStI
zUhT72FTVEr>Ko@*RwmGN!ZkWSQLY<@B}!Ek4rKWdE%q0Ey3uzhT8e2dLTKO>#?qlG
zjz+brB!J;xcw;Wn&|a*3D{koMvh^QL2%=?e(Xh!0AcnDMfVOcW%j$e&ljkW$yf^PQ
z_<|DL^Ht4+fELk`PW!i++&JG`Z|iACggm-K8rLw3GPwG+Fff%1N+ZI9PJygN1Xdtd
zR2yb0PT*XcU>a#=9cg@k43hdR1I7al(^ZM1P6o;ij!=3}JZ6A<vA=6kU;TEZC}uEj
zWCk5f+^mvIR`Gy31uGv@pK{~Wl4R)L;;e4mUMgr8UgG63klSgf6%mD16!}AW@ZFDi
zr7xD4ncEw{Fgx_r#EoRsPG{%+8}w3#l-O9toweTCd~Xl;1=c0ZZ2+75u*&9)AgTpK
zE{)rVBm*UdesD1;@g`<qA`BE5p3u@mtqSiDsyZO}p~8liEltqCA6<~{m)b7kJ%sWO
zDE!dfzu6pAcxXmBFiDXY;m{+m&nCGADy@ftIuCdsKsO(VQV$ddnenWcq1uae4<r|+
z-~)~az%f<xp$Y5aL6m*5@`3s|QRN4$51`kx<m9l5KM-wvJec|y;|~#?JBYkQj==*>
zGg%^iU8gw;uEw;1#6I^`@1ub(`!Vo(Ye(W|#6T~$^MEaM-&|SKgDTxaOtr;5g87Fd
zGRA#vHy|?K?vpj{k*7LbJS<PpoRHy$h7v=<To|7fFUeCCyAAInc^N*E=S%gS$}_NL
z_6oqBRz*?S($}+Z0OE_KDNqUgW7)R>{Fw<xkhOU>yF}8I_TpTF+A**<C7S4q6L1y!
z@mBU7;C#XQF&XJQ5^411a&IPAS<kkB`bp18KVC*>FB_x$>1Zg55Vx}Ln!jn@hQ%{9
zo96;HwbKGIVR)r%+As(}wTvm=>OM=^WEqg+*~2PeRq`(d(*#=pD#wc@dsAFz@T)zG
zsa^1^F%KTRY76)Eu+nW;o%Y808FHfF340tbLf0k_f~&tGT?Ev*j&SEWjw{<tI@ji<
z@ilnE@J_d=FCIh6Us3Fh98EIUT>(N874g9G7*~PQ*wAeqT{+XbeCd3A2C9xbc!{@1
zot>PxI)j{79=h^7Rzn0n;*bFa>j;H}AE-ONH5}a((2dThy)o(_1)2N_C*#f#G5pSL
zw>cc^_u;Mgz$Ez{E7549mkai-K5u8q=dGPlk8Nys_u;OQ-*A0`|045PANLM!?>el#
zQBSJu>~6ChyxHEv)pPm1-vN2@D{^Y}HUz=AgVzpOikois@3=GQZ2;eO&zphy1p=!l
zE;{~5R}N1)`d~?T1HmmfE`OdK85P36+yNZ!mUjBX?S^Kc8}Zb6ql06p;a~}eJUGLm
zAUE>kcB%<2C27#)Vm?y>2Dg~C!wy)&L!R9(+4I(umRsp>But0sbyWMK*7umSNgR-%
zE}1&B`@Vu{<{l=kILC($5JYrs*>EILGGVYN9O1}lF4?#hi-r)Q^IiKz$0nL5-p~p^
z3Q+M0l(N~Sav&;WHXB4REw5Z0$Dkn!K`S;iz#xq@NHh>;<zP>fPQ&dlZwuVj4xuv>
zg9jo}Zz~zhkm`J58l{)FnP75uUxbr#=ZmKt@)BleP?HpqeEi^MEYfq2m?%|p-zAoe
zW_2`lNLwgJ@Jo2t7@?%nUaj$xq{jTQn*4iQBSbt;(g8L`XpfPjl%-`k7pwHBjIc<9
z*+5Ta&%p+Iyr==J^s{o{cT`ZvwT@-SQS0GIUaZ1mb`k}TC@so;EBPwV_B28&sU~ZF
zMf>tSp;y1ew5U}uY2mN733mI#F>Hb>PtSGIrU6ROq0EP3H!ohtQb#daOxJp(-Nxa_
z=IS2aO`j0ggyrP`7J_SUm5uSt4Gk6#;pF6kU79W9xV(UTj^iewojjWgX!Be9_P!wr
zCxrs+rWD`XR9Tx6;pAEY@Z606*0qsuOy7F@W!JT173OZs;9Yx|dj0k~j2S$OHGk*g
zTCQc89zi!GD&OtH6$YVD>9rLd1wD~-)@3tpBka*Tw~KLI9MbKLPUCnKl_l*I0Hfkg
zfA>ZQ#qOXMp>K9bi|{soK>PKmMtb<-QdiiaoEc3q!E>lwH-JgC9|SXRe=NA!<sG8~
z%{W)%LGjSx|5&h(#?<`tna~f4Z9<7R1wN$tOCn?=pdlJGO867Sey-K2v0;gc0<eEM
zH@gxFi$cWfFgIiUx=wq=030rWLlO9%9#DJa$Qi#g|3a1z5d7+@xS>l{GeDG=GhfB&
zfAs5Mjar5Io3skP!Qt%#HmDU2(4ba`8te`Z+@w}HP@`JKHTywti0rBdYd6%Hzu{2F
zwTwhAz1@Q~?5oV*uCL;nMXV-b=C=1nE<R?8k@N;)o)s4ReB?FHUAy;gL~vT#JP>5C
z;KmFUbdiyc+=9thB9`x6&?jLhxc5$&C<euO&=rI>k9uYq71l$J*f<1ze`@K6VhSm9
zg9iEmahJhaxI3|dGz&09HO5LJ_L1sHo<hirp<KB=2c)*=F^!h0;i9z0Dr2+4m$U`1
zybcjPqFqY*QeWlfq_%@l6eKT!iv&4C5L%1B__(Q_(>Be6B~MVKs80ot1+Q`Y+Y2<6
z@A_3`zq%-m@uz>R2La}aM;}>tu(#74AvoO<Ak$mnUbhRaa^|4JS_>~>)Ug%mZVyL2
zWb>`3U<6en!{rHMzF!XIZ{%c7of~}1GW3Rc`12lmb&`$u_)s|>=s=F`H2W{1wC}T8
zd~dE6)6_mG``Fg3-f>iB^=uZslW@pjb0pL$>c@UQ+v)bw?O>qnFYSjvW~c&Ao3Ll%
zUy%uOW3P*{GVde5l?-iYZR(aOh?5W{N_unDVID1)uIDng<QE59!^Rult6;iVB+Igv
zIbVb(nbJvyjAnTsZg1O{&8G*1%R-DPD{(j+m8^D-6r~!B;TtqcIR1!p&zr&^h`uHx
z?~b)Slw@3Eewlpj<n`ivGlLQCvgiZtid^mrMxIS@gDpF9!ZJdM6|O8Xm7C3SV@4EE
zN-+DnBphPKZnhf1Xmja=5Y%XREu`|wsbQ@j=!%z7Lyto3g8l8wshUuYT8XuT9FR6}
z4<CV!5Ao#vv`~m=RcUwaRA`eW{1LTB%%bZXlwjWH7$LR3{XX1{0<yG{{#SbF5)B*8
z&|QJ|1WTFXs+ZS+6)zLI7~rv25XG!faMN~c;CF7z0C6BdHyu?SNck@a*H>dPT$mXI
zH`_*PIRQsURS3O!;nEx3aBDKk$U4L60C__`6`vQ$5K$PxaWHDQTRUO=SGFCmy;PIp
zQ%SM>1+J<k)sMY?-~auqf9OZ#hnFlqK_k?>pATn`!Y}%7U^8GJ9?zb{hfkV2%051m
zeFh&NiCrRA@`6MSJQ|nWwxUM%RaE+v+n(Fk-<X}j*H3WcXJ5``EBNw|-vZg^YuS(E
z^CxYaVjtJC>+(^z687=kY@G<015FHj``pd8@%d;l#O?cgS)btEP`1ySe&c8`m+kvF
z+XwikoLy>PznA?UBJl>5eg1c{KSN-r3GCYWpUeINzJ7Twg=dKVQuen|<*|Z>vcg};
z{*Jk<qn5-Atph2)2F}T!F?+1sF;V`E#!3Dz47PkL4zql;p_Jbf?rEvYn*1JwO8$&T
zz&^N*^Y`DA56Rf^%U;!Cy0ieF`e&ip3g_&80>ZKWYBrZ+UC+c5zj|_Vt{!xse$QO*
zc6QDOx^`}DZWrC`59FSUxY&J$2A;1&TClpqI^3M?Vp>Lar5ZDY;JpY`g@UoF$K9UK
zoe{bR;T!tOR<5@dpuD=fOZ9igP?>r+Gmyg6Vr_-K2eKqVnYDRf8s%;FDJ06>@x$^<
zDj$|(i!&H@FO;P$J206M(+X5}awOY8=wYWnr(|IwSOq6e#oIfE=(xXN*+gjM?tVLJ
zDv>OF$F1a>NIyNtfrv;qC!^Jn%Mgd4M0fX?PdJItw$srAQSd+FE;U?)bNE*rS)=aC
zc(k{HbcHyV<0YyFupF-`8nw{wiCAE(q;q@Jn^!e}c@wB4lKVg-(Ugc}BF{O_XdE9e
zbymASe(z%|t(IuHG2S_Vw7<UEx^(Z9u+0)7G)cs2pMUP5%AtoSG)F&0JH+TjY94Y=
zuqcA%V6;UQ4<YC!3S)FmY3SN7kE6~!99|Ja-6z+TW$^%XY5D|7-iK&n+Wcn_?%)X7
z*c(d<v^hA0d=y$AnQ9Xve1eBai|*`+P$Z%ew5e=Lw3=j6ta_VHB3g7WWstZI(j9lN
zS#n@o*h6xsgRbV6;brUkv=(8-OeP9;m(mfrawnFOT)3<1p1mL*HlR{5tRO<^h0$<l
zx!>D8JM4@$u}^YV3U_Jzu?-fzJi2w8n7Gm`ppe`HNiUIl8kbIieqGS3eX^u3Bj1+t
zG-*f!BFGOB2CQ{RvT+atB;sXZVNbX@w}2pLC5WkDR#^H4Ldm6B+=jan3p6)QgYDVU
z91$!PPvql$_+c4)?&cO8yP6Vrr0GxXF9D}5J<#O;69?#6ZS~D_Z=PmqXAJ9h_qIqq
zUk}>l-CACj;M3nDJ|?`g%UH!xy)znh_TOnVUwX%dEgoY!{z>5PtO4>mbuwi~1vR;f
zTqUQ4X-MZ#G%j9xB;Xy1G-NAEeZeN$eEAmi)1RXI{hVf9LkVy26<|Eto;UGUj1{<k
zuqIHIDy~)3@jb%qb1jBx1s(wlGbuE->Vw_po%}A2VDI2p9CQqJ@8Wk0gd@d3p)d9#
z&K0q%c!wGF;lSE$4mO3`1?NuLGlL6F@`kPrJV!{z5SN#c(Sq@&&OvYO0WFaCcHowN
zC6LX+GV<llfaHlV<9!0+7CRZ$y91_yA(9xs&0EtgVG=aroVV;F9=T$Za%f=855%Ax
zJOmSvFP)7xgq=AQh`m)^<Eb|Ocbwc5js~|DSc*y?r7k8(z&i+$uE{EKp5Y*k`g{YZ
z21H;eZrMYtILrD#8l_cb*jFl(T}&6K68vv>^I(%$XFSdG`KB*rVS>_We0%Ag?;US6
zU;g%S{S^v@;5dp#R41IWXr-C&V$0O1zau$wSb7XEopte;gSaTWNa4C!tAFpri4**P
zv)Qamb<H<VYZ~TQcLT@-sdL2I<b(>u<*|($P=N1zuhCdLed7Adpy=h}FGB=<<!GXo
z=h4N%F6<Lh>XK%4qWu-m*f@!#TgSi$BsRdysU2j&kWaw@y++HXDfu>``}(T<>fft-
zJtz)i0?|Ed3`N)(<~uLHY46~rS4T7Y$MZTvKl3nf3!*BUy1o&2x^~B5#48Z413Zbd
zlMMd|3tt&APdh!@tVIH~_A93?eK^OBG_e$c*8JD$_n;dHB!_(+JcT#dOb-lLcprFV
z{2?~}*vQDU+KC<`9l@V%e6&MK<N}k$-lSDEq9sbgg6WJIJkdUf#Uqm)JJSQr^9g%U
zp@de1$kqYO2C{;L@NEpWHAPZK(93wOQ_$)MXPLZ)iM2}MzAULa7HcbLt*`Hv>L(!~
z#mN*x-JQ+`UMqx*sEM;8oV*0Tcc_5&)MMG+-NgG>c%#-q<LSQ<P7OMPZ8K7Zv{VsQ
zS{{O2Ch7c2OGH={2Sx|3d`>e&m-iQIGTWT|%Dfc8=CO&_SW+9Q&uuj{;pahGV!pf_
zXEiq-FVza{g%QLNN>6k=aEbNKW`fjG_wgxZDjY~Jgc=>vn#|6gcN<{<REM}HDxDFD
zXGCxZ2NtR#aY_zvckK@OAhJ+~-f3}|%#mgbXJ6D1JW#^wBa=&iA*%*Md2IkDG&Kt~
zh$37&aVk<F<N}YH{8Ld_6`Jo2dxM6~NY<6qiNR)I6{E$Sm=Qw?K)QNt)Xw6_xXvKb
z`^3VZ0w!cLB(l5hJ3T5%LZpKP_zmQz;97Z7iV1QME^x>oGl8!};IZ=A;o8gmoAmky
zj7l^bO&Bf)Ld!&*=j+2f>+bB1_Ztl^A|wIUSiGJb$KTe-lKorMje<;B(xb_z-M6lj
z)kGV*)#DPKvdFD<5SReR?jMu4oN*ZZRp=eBKN@Q<Dk-(EzKEa-KB}58tu=HH`qkst
zZ6Xo@f94WHFc1r_=L_q>B;Pxz{B3SE83wfmM&SMB5k|~f$8V=V>IOe=gn{H|uB*~k
z(mJ6)l#VySd@0fL5o-A$YSCwJnrlf?A4gl7bfK7~Kq#9LSYpnJOJssyCfe0iYUALV
zsPwGRvv32q4CSWb>~-<X=4Q=<GYt~Q%*W{26BXcQM3wNzFc)^E?o}&XLw?=SkT={{
z-wqy$0{h)(bx&c_ls9m%dWk0n)T83vFvdC$)<Jq!WU_DFc?v3)zbRc)sj%n3)h`#Q
zY4h4szgeKxR-USwzRy;Z_qI32qkhBuXWDy74hS2a3u7BQ%e~p-c^>)C_TV71S~b>k
z9j@~DP3f`u???o*K!S!AkexxK4vY#elQKeL)VFh9s*z*)*(9zokL!5U+34~*J45HV
z8KK<W8=*qU3JB2+q$3cSu*bcv{WdZlqq9BihuqztDKqp9sRP15on3D+M~x--Rczd!
zSW07a?790QN$y#t;Cw`YBTmL$)6GdR-W=TH8`e^zM*F0<1+AuWd|V#HNWs`6TbH;Y
z=+}W(>fyV1Jd9W|Ex`@56fJsCjmj(M=%d#xt*Q`l+Zl}}Iw10nS8D>0Sg0XRY(!@&
z@vfF=Tv$N7`iQ+v+&J7C@8dza@ii_Q4Iv^jDuibGrX;bIbrAOpHKPfyu$3|``znk%
zs_zZJ{6er}1R?j9`~m@@X{!LI(9u*6CZgEj1!S_ooM|zFsir`{zbvJ~QJN6MVQW1}
z4|Wtd5QZsTu&qH#3i5DwU{Px01`k(>Ax^LbKFq`>+Qr~ur6<_R{$_piyp1)u-C0Mn
z-`Ns-5sXIexDMCtn$&S~M!HrI6C_gZY)XL>5x?L$S)uDqxzfvZQo#!wiG~qfHSv{4
zAO!dR!eFYVGo@Zs&F*%a?4^VR!*3)=@2<iwZwT5`ZfZx2LXJ<o8#?pIC}EV;`PIuP
znqP~xBC{ZS%)Hs}Zq2c!_w3SIu(7xNDZqy%S#2@x@26xftA63MoX9UphIjz^GKT3>
z!L}s)s^nNf%IsYcZ%tyt&S9<F8@#TTY(G8{6BEODXi0;hj%1BgEtcA~MHMI;`!+H~
zBE77rK~;5V-}b0@^_X|YtKK~TkM%+ZNCgnK<9<=qrgc!90##V`@_<BF86PBOHU1!R
zsoYiaCtj%J@6vg~8$;W0@pwl1Ldz~6j>N^RwyeH8<3`#{l|zV#PB6cX`mp8}xOH#(
z=m#bxU|1q0QOI{JCCfn>rh?+@J3)y*+<!s2HG+pk&9J<;ji+KTEg&s}d^k_Y*4wPD
zrn=VVZf&4p-LeH&L{7(uvHt!Tv6bfby#limr`s}*WdDY#HEDk?KoIEpt}%QGPLN<P
z>YNe`@2l~GhHRgs9(yUXexuBw7<DJCu#0#C1q;^!T2g=-_A4~y>~pi1pV{E+53wnS
z9W~BYmug=>d6KTHK^IXh`VFp%Tb<rm{DHE6)F#P41mSmxiBYT4cIsAiIMre1Xcl8#
zsJ@1mMd6%ph$BL|EH8iRgO9FnF_o@k(>Wk&DaR_l5#Oi~0$BtGjab0z5D4KH-<uxH
z3w-i9j1g-x2%H`}@W~c)eoZ^gFQb!yz_tUCfp%NsxV5VKHdf$LJw_)8P9+F%#Uj*)
zdXDseW%Ui$K02f=N`3#=Yy_@-tzzxFKW0{s__S4DyE8g@_w=37DV~#W@Yjt~cdu*m
z8TOUCBJ?&rN875uYVz-P1v3Ad-475{kc;#Dj%(#EwuUmR;b!-POw4tWrr|*K2b|0}
zklAeTmdEMZix)ADJWhP^_~}wTsq9fD+daHu%I&k8O8Tg2ETXIn3FCZ2VHD}Xqv2GX
z2ughLi1OgrH^}eC6)BcKe5q?1^XTl}7821n2pfou$}ixY3@*T`s;h9FucBU~&ckSI
zrP!$IyXKWuL|2TOIgdHIa3YNxGL!j$)-L=TT{kloacmH%r%IK!Os;v<bt%DcthPBr
zf2gW|ZL8{_G<i&t&LL=6i<{c2t2)1<N_V(>*D_pDvL(#N6;OX2028bls4iAW5XM0@
zY+@oMTECJkuGLOOS5t-JV*i{PF7?k991zo-{hLUM_0P3Vvb@GIHO8@_jwch?9a#$O
z*W<D314F3tK6V=R{;N+qm=Q||{oX}X-o5HkkLZWG^w+8`6{A#DAZBc^C*_aeP$(Ic
zBie#Nb&Bz<o4;vhsF<Lt60Ei8k14Hfur;SjNM!iEqE=bYnAOPHqo>(3tWRexsS{Z&
zqM7E@{haJPMb4235Eo!4`V~tC63>!Xw36Gq9>()=6IV93CB9j+A|PbhC_&Io`CT08
zwnX2mr=Y#FJ!-;G+-5|1WZLq042MM<44*K_seXU#s1PoNlzH%Y!P<ktnlAB%gXc1O
zRkPh06BcKqY-UkzZ8ph|vtZ&&FKM?dkfLmzlH>9q(Bb&5FNA4h_m}x8Q6Ix0h*>k=
zIKX0qtMh<@udlP+gEzfG?v;*@A<tKo@`FhIA$YDM`v4ekGXJq<f5e#iBwm8T53KB$
z8A=ZAc7GL)r{!ZP_l_g;aedU;><!!Nd*ktN@&)9|W%ep-o|TICm-z`vAHxBN7&G4(
zFn(5IgAS(dFQFP^5AKEgA6cWtbq*2OVqKN36+1~~(3V+0lTXP?0&EAWtZYva-_uFi
zN0E)<mYKjihK{w(e>}g?QP_MaS{y7l>jWqbpHY8xdfb~3G-<?fP>MGL_u*ufc&GUZ
zUqQv%Iue6OMZWA{HqtD@g?(mxWA_!Ea7{R%RnpNEF4bs1jo39Y%dg8>k^IU%fMM3-
zXp?ZQwL2Q##`EByyRp8%w7%~mdh{B@p_p(%pREUN9b?2tkqdG6Wj`WR+X9t?8MtP^
z_p%vOs&Tp#L_EKNBY?iYmMlR%w{XGl08*nEEa;N^X5$;tOyON+$h1(&{T~E}L$Cc*
zDPr7l*w}f=k``TNGauB+uMA)1gCn^AVUO(UjviIx&<0_^CPXnoiFYX^tq0x$-dIBP
z6Fs#2F^2IjI5(6cq|ph9Ni!7Y8k-?j<&U0kmi4pDR_3Hdl<fhS&Z#PG>FKl~I25}<
zXF6$lGu?8RxlEkwx!fMp{sr#{JE_wjsS&rDc!OZKi`$1h9F5MW_4N&wQ#T<V649cZ
zvH0R9KJN4hp7byjxeaj(nB+MR1HSNKBX?gXJ@vCxh)ZcgX%Zi0N#yMrTv~H2M``v5
z$e-e)-Ydcmd*nw!^uKlg0Qb6k5Zo0<X&U*d%0LTg8H0GyVI_SIlFsUr7^twJddfZ4
zj3thL>j2s{K1lF6Oq2_FUrF;mG+x4hF0whr8P}G#IzA(5dN}@RItWWnb~Jkgnahp^
zATIfp*`Tb#W7!j^@O-FHNR41%PiM~p?8^Zx##>$G`Ruc(@|aW!X@v~m7vu?%$6cYj
zg>0qAB(L3*t`wI8Ey<6SH?o(2+Sg_|Z_!%miR>#Vebm*K{4!SbO7=ArJ>rU(@Wo1g
zQ}&xt@`Nk#NlvWzo7uNetjsT`UooIF*)o8R>g1(E%)Vd9UdQ)Oxl|<fHOt<_*XP2m
znaTmZnymrqg$Sye+dq-L3%Jika14e?l15m&8`*C!v@4K>A^08H9|P1=MSNhjq50YD
zzX!mhI9Nu`5>qKw^mnsgW)as#f0e|F{>SX^q3C(5rJO>fdlBq^&i)a=o{%LJ4qiHR
zWhpf*|2X?6D1N+np~6c4dG;?+`cy?wvjO~{*{`rVmk-r`ZHZ>L(*L{l&;pC2sALJn
z*5cM93#})M<r0Bx<<Bg%KFjhat-iIukXwWJ!b0oU6XK~9LSjq}<i&;734-7i!W~48
z+j_u+&4|M^n3D^wA0y0XiZG_p4eVPBt&0Tv+_Xq6gT1uS+9T|<)d2tob$g-pGlcqL
zgwY>QMdw@w{>K+ue}mu;Qy$DeZACw~(E8gfdZOggHGp4OX#EcaI4X6;$z&zJywLjl
zEO|Vt8khgWh1UPh@<&+i{3KTQpDwiim9HCb<E{Kx7Fz!w%SD3yuGb2G<VfpBkDw6m
zD9X^p8#@De=t%1^f;<v$7p&~bBdupy_L!{1VV7XV&mU=hfyGahENBDx(vjAS1bA+e
z;b?F#9cjHHG{p9em3{q4>$jjxo?R;NM>0QF@KnB64U-fUr+WApaW9}wSuWp`0hTYR
zxX7o1-j;7gH7_5_i;jHu3r5g&@_n*em*T2LA;lLKAo*Uoa7oFubyff-FYi)3?*c5q
z^H~7`8m&$8_cR4907bno9}Ds>->L*z3M%!ZlvL|QDXLJ)rSGPU<@?liQy}8?x3CUM
z`HU4+V5(Qi5_(vEA?1`MS*=*Z6lJA$k)p}^UWz9y8B&&*Ci10X5tQ#$ORp46(K}LJ
z)@$<lkyH)Ix7q85fX!IA1ZLub#nQd$$!U?i_8AOKA$cvnAZ_huj^4+#wM`e5?DkTJ
zfA{TLuY0RIVlsBSTk4{C=e!Uk;ll_7l$$`dC2@OKq=CYIkJs?+C|-6fx$Z}>J(6-<
zq7NISc$2~{PCnu-`$G7qY}DOORUoF~sHzR5ta!q%qg%5E8Fp05*!;V|NsVXp+?n(G
zk7tj-e|Y>MtI^xZoSwoZcWHlqE+Gf_uIxc%Z#Un~vK7?POUZj9MjVh=n&69(=ET8w
zK0cD7rDENr5!ZlN!C|Me<$RbaJLZ&}>HJV}`fwOBuPhbVqW8kU8poC~68TX|@F40$
zcbN(-Mtv2)6bXN7VGbh9<TZPcK`;9DHg6wSr}HM>nGy7KKf-%zZ?u@CYr~dZNu4rI
zn>K;F+B0R1CQo(PH)MdbkQ83!=0if}Yl_@QlU+w%CxVhNNfT0=<X8Lzt?*A~7#^*M
z&v7tTZqCU}S1IADsN@+c`<rpDzM{qk`)6ouLVQznf1;4=Xn^Ah2;>+67_*90xDr!P
z>NNpZ&?tI{xb!3a(2_34ss<KE;7#}jn8hny224WvIGv2Z=0yul>M>yk7pVvZS`?oo
z90HB#b9$s#F{%+PTy~=##!`|8EY)w|ukXTdfj5HOyg_yzKXYb}^;-h%Pq85OPKTy+
zC|1{bchv&?>fUw@LoLI*NQTUA_Nu^AwtTjR`9z}>kS)HMBugP~6#_3NIc^m4!U6|j
z@}Pm2-4Rdn5S!LQ%8&-=a6K~b(X<|wPEyZ_pDJePygfu~j!v`)wMR+6epI}%k9x}@
z_;<30<Pncg`y$c$y7kVU$-aQi`;+O~64m`u#wV1YO3Pyei{in2ILMN@gR<Y0eVcB9
zN$SPgKbu_v)FZJlTFGj54JAi|wAlCWWIw_0f#>$UlWm#{p~wWW$V=UquL&Cc5;rJc
zDw!iC)ohWXlp*qI3M-_%zyyBVo3s<a9^o?>{PG^5-^DKBgZW;KmfML~W+2gSCs6UY
zMQNA7TRRxl{66j$4xByw4B}Ps^toi~LNXPfc*4&io5<p(3&lS5jdQEZ1e&demgRYj
zU{S(|U=mSWYAhsH7kp6P(TR85M51I!n-<D{<q8_|<U%(tA-|e_<6n1AkXo;|9qCc8
z@2vw7BB#@(@dI=tLSa@E4}|9J%y<~3(AI&Ql;3AA!jyFtC%?y=NmDu+vFV|^Gf76e
zK1Zsd*G9uV>^7)`_0$zX0=;p5$asl@_2{UOb%|@!=2m$3O}j`YM|L63Pvghm#DoZd
z;dt}FCZ=Pho=?U`CNBo@Vq$vvDVlt)7wBBII2eEzZ)UOHa3_Sb1$#xnU6MxTOyWL|
z83%AOF-4pw2OAWmryUU_?^22_)9Bpp<%|MQiNTQ&o?)C#?XtkZrh%s;h>at&AOMEc
zkH2y?$bkMGjX#w|UO4LZ4?V8gpg5CEyU8lo!?82PY{LGd0A$-0Y*5zla4WFrZEo(7
ztRZP2kB~={3io1JU2D{l_i8MUST5F1BF$nWwpp1z<$6><-2vT$cnXo+4ViG(mFZp@
zcY7b;va0rIl1{?#T_#v;%b7xOBdcRQV_Cp4nKS%#a5%mFtQ9eUx69H|9>?bAt6~39
zwr*END^)ymI=(ULx`$44XZIFFPrL0UZ>HvvIguzIbOu{l3G9H3;4fqki3ZS)1ZPw^
z6<5(9kr_2!iEBJCDJd+^!YwZ{JKg>q64L@yt+6+dy2tNTbPB^KBphJ$HgQ}&g61g3
z#8imk!Tl5WadsB?&Te|P%h5d3g5&CsdQfIh+tuMV?xW+4Yu2)ORySo+H>K-Dk{fV{
zY~2^6?m2w})-4Ab2_~_K6NxBo2(L1HtR|K4o+HAdzM@C22MfB?A=5BOA;Ut^%2p0C
z18oj>Cer6!X0LSz@+vWN1fzl`XZ8LwX%A|vYISicOJT}8@-AMy(&W9e6KOIp3|f%n
z3T{JkRX!OF!;v!DGJEuyD6kU1I=$K7cFADD+skqV%{uHuYmw70K;6P<4sTuPceZh7
zOzj+&hVZxct<5p$<f|_lD}orrBqR>dltgYcxR}1m>Uf#C-`#{Jmz)yv-Q|(cqWFFq
z)Es)nYDf*DVJv1+dl{6BrAU_V@~pEVT&I-mBtF?S@OTZNLczd*H3!E)M6NF`6)2q`
zvt{8b!73~lCk4^AXR?7MgYBM7Z0cOi-FRE#NQ>W5CaQKzOB#2Oi({j=(?P~tBoQ9)
zLVdNqFPf{VsjBnB#zgT6I<N=Lu7yT|2M_~)m`GG|yG_{`R0N$yBLwskB`P6?h_DeW
z02>XAkL&TIjmuc{*}>AKnhw+vWPFGvT6KER4ei7UJ|67{J4E}TXrNi~;tA}c^rM$b
z!)WJZv4d12rFzU5(jB{;KGE}3-P;@8-Er-_{DT=7+DCX;E)Ar}fu?*2Co2ZnIz;{e
zxMd}W<m@T1f)Qj6GNdG9Em3@qSCRNjpAB2cwA^IH71q0k15@vf5F+9lQ%udb*tEdb
zu>RnAPxQZ{{mSX*m7dVyo5!<*L-Rx^+om*s6|nc-JX`e5+Xf5SqA=s;7y#YzDGRic
z>%V@RVP?aI7PzL?m4vc>?-3*^g{j565fQL7u(k;85jy?a&3oTPnj5I#yiF$rV+fIV
zXm)pD7NDl)_O?_DQu9E4R`T3Ti|<auMgaO{y%~a6;T&D6VrJF5is-+jk~pCsE4cH_
zLHkhlFdVl&K1y&~(WfQo_o)ikmH|91Pfly#Q|!aB;uo^d1NA4(mtY@j;<|n`+P`<*
zv(}3ek^7^%*)#B0#9#gE#2~j%XS2&d`w7~a_GKk|2Vb5P)sYyRR^HA!D1TTiueMlW
zR<N1fK*5iyg=61tW_R%I*NJYoProhuw~4>3$gTYMX1^chPgkifgZKm49|XkFpi=Dn
zAI|<LzlXVQ-~YqxkK?=JlFkV$`jgq8MbUFAB4yb%s6U_mCG)#`eu_K0dNie|C<F4b
zYH+0>46FQU!y&(yB~3oNL6ko{&*iU#0rDjsEcrC0%Tn%!O#Y}81}T{^Oj70;uCIN3
zUthR(AKfS@{wiURl4OwiWpDDK01gbE#f&Q)7*O5gyx{Mnu2^O5_SPPsp>4OFJtnWE
z$sz-P|3ME7?)NbPmhtxPaCdK4Qt!{!otFt~+WrvwlH8G&V8_&@UF0E>Y@;M(a}T*A
zKbVt}Yv$alvDOJ9zE^sRD~u=U#+)R*?vI4;A5qaUb6EJejd7fuJ!V+%unlH~8uvN(
z%BBI6%J=JfI{N8UfJ}iM%^roCd(1OX$J7cR&z?#OmAh8>Z1y}0RonYMTH)uiFPdH~
z1IY9ZEjpxy&yEoJT%uhk{G>^Z`TksazU%%LGyXR`G}nxuIpL4Ono7<L)qv7^PTdr?
zc&qeGUc&$<0fVxn-R$n;9g*2WB1SlX@#5TW!EeK1z{bIEmWem(?ze!}xo0-|49iho
z%x-I$&}am9x1Y4dMg*hBPxEJP?C>SvFhGwI(?)o>=p8F<9Fbvf({7^`+3$<<ga?qJ
ztL}jRZK2hZW9!ElPk60&CZ|Txk;8mjRj-)AV=5x2s=U47=3=q;+Q2ICpY4ofyQWWd
zIDQ)eu(tBKlI$7*%pEB;DoB{%ozs@A+GI+$_F#r@zzyy~N~dgijF?cxaRHKFWJE8&
z0L&|jIm$UygriKpA&SXHGu=#7fyap5A_OehNZ{e%!6u&H!?maJ<O`#IbY<#j)?KLy
zuZh$wo}4EWXjxmiY>l{q-C{P-d3TO2#5LlO2sOBkkyAP<f?~VV!e&j71j+1)>qbtR
zT<?x=VZ3eY3Xb7SqPqXGF9{PbIWLo`S4ybtSS6)yds$AI7`d7pP?)>Pwf-BO+~S49
ze$-|U2y<zVxryY2GIzJMPSpV94mdiUm3M;edu6_6R(0iA3ylE5nu@1uA3(8Fh4rnA
z7UazM240k-J81TBNk|9%Mcta@pRKXlalXuW(^R|{m1KEwmTI)DEY_kw-tKL}lPdj4
z>Vfxg<-X4=cLTn>r%&j#hJzvAl-uZDz)tu=XQ$WS4^`7l-ilb>lD#s1dl9*AU)$@c
z$8v1F#%Q4k>2JY?^W=hUtF4&sEw<B;s?96%dj$nJ{ygcz1b4c4`E5gTf;%i*K+)3A
z6%BwDD>x4awRkrAYqgi~u9RS)=ammh*Xj;61P8hv%#c@`RSPAoEUPreuyBOjk&ElN
zJ5GHA!-*pr%7!FNosM5QTHOk$#V|IeHV`LJ)f3TG1kvi7Qd@O<`57deJW&tbVVJE6
z=W+Lzp{*|T6szI*Fg12ttrIivK9wDX?e|D*OIXRH*<&a<8ms{O{$%zHzJJ=3m@ThX
z_FVQtRA$rA%05p+@~56~%FnM|R$R|sM6vEQ3#)-ayp$~h;$cyns;#ZyE7>U&JmN4@
zQCi8@vR6?e*XaBdwxZ?iEgxqW&+zZ-9=5;{v0c-q<x|2Q`7)sgiXh>?d~$sByppel
zzR0&K&Lt@PQ1I*C6uTKl^%Gbg(oHn1>EHh7T-J2e{`t%RnK_nmK*Y6hv4$MtaOn<_
zg)p(IZR_nr@o+K-;9WeJhC?6m-Ql)?92meGEaB=FvyK<GU=J@s`FHyJc`siyL)Mdm
z_ohwrUDz8S^ZszaDYIBZi0dBSwZ-oWDta<8HC#O&Q<)7hUqqnj-JMQvpysZ_)4nop
z;iKvRxk*H=k*aJ}0-oeZ%j?yn_R3pl+pRaxy>;pQiappII>J+xHC5(hpZq2)l;4bv
z@_S&V{D~n~X#C<T3R|VrvsV7nJ}n--e)MQtQc&`(sx|Cno9#BkWZG@_us1?4_{gio
z&7hn|N-_D@5w@<>)+L>#P3_#0PSi);ZKSQhVYe0FJK7ZQL;{cZ8c%%7%hlR=4{zG8
z$=hr3fM2(lRvF=5K};}12ryiKPvU$KGtdC=@ur4m#HW}Xx^y`~rNvs@q&|?q^C1*P
z+!-UgD}A<Dn%Y(Q?e}}#{w9fx>gZGH#!-a6ufONr4=I;4I|!a!=!dsV-@+Sbc$ot3
z-0r4vce9&sxVLt>3M?KKF1mTTwibRX$l&$G8m9Dh{4*0onaY#kTO+>wJ!))4OP@_C
zNKZ7u8g+=Es2^KYjnAaFY;dx0OJcJGNoS1rBeoF0;Up1ny|Z(=JQJ8d7&VSbv``BQ
zd8IfaPk~|a$zwfXnUzW43f;e3_4Bv!;33}h;2RbiDTXM$Ez>v>^NM%p(X1}V(jrdH
zY{uM8A2J};lxDoHhyE{VXK}p(ql@G5QCD;5K#b67m^q%d)Se|ihk=OHgyUC^%@*ER
z?)JA%*Gl@Szzs7RwglYbM8xsc#bbfK>8$~}1&awDR?zEyPm5JgSh@b;0o-oQP5;Ig
z^*wvMB>%<vKf16a{Rtg*we+<GGZNWDN3;@Xf0;O93Y|ND;mli?R@>S6@0`8(#<`1c
zyw+Yhzq*QlO}nZ(iKn#)%JraY8>$fzdCOQEoPCKG0t2#)H&b8EFi-gJYTdH#6u@nD
zci<~GdRya{my5t+9TaSz#oAi^!YPitG@vyv*RL1aiHsr#da{T<SaJ?TvAt0QbcU2S
z(Exwp)Tts^Y%@BHZx?|gi^su$S=#Woi@>g7T5t|pK`(evXpW}y5Xr4v0G{cOU%te*
z_Z(LeAi3sYP*?FLa0-@Q3E`Cy1J#C0XjAwYw^k^(FzM=u>mm5@6A9(<Es_Z6op%zb
zaC5}L=v^ES#I>DUv*@hBL88gaWw_`lAOgHL0Z_fY5#Z}7V8NXn0S1A?IKg#d!>-{L
z;&Y3D&wH#2Oev1y^c`dor^sD$wCNxdQ9|niDd&tKe!{_qE@|W8IMPA<)&hCqVA4T+
z$3xKEZ8F+UcP|d$%?f~u9y%RU0M9$fV<Xf#d@CNGHvqMh&_X`r4}kfWas{X?h0$}$
zfV}V<E8ygmTcUx`dPu<Fs0i9EP!X!oFse+S<*S=U4I@xMW7(q8o{L`n@d{$KGA&ux
zz?ljtmr2UORAGuTH&ymKOqW2gO;xoosnKnwqMfq{q7g@psC0MzEirv<!}`VS81}M{
lyA{(J%vSmvc<e8kXC5t7mOWxcHQgmvYy`*O-`iVn{{Q>r%n|?q

literal 216076
zcmd?S37A~TRVLb-w$i@zzGYY0-KB0-N~NV+t+pDgCG|q7rFKi*wo%L3S(&#gGnJK@
zor|REw!k)ETSJ0-aQOiPm>p&qm|<Y>GuvQnjBPL&Gi+~o!1&?MtTQmo#|+C1^Zs*A
z#Epo1<7Vc)suIjM`nt0+Z$$iY;+zvFPMlcoyH<VZ`s=R0j{fzxby}5b<5E6oT&T92
zjfJ4mUFvUnqF1e#k6VvExU}=#OP7}>`!^O_t)-Lwv2wH2Z3jWQ+Ft4(J9_A)7dk<^
z^HROqs}x^47Ie;co2{3QG>Y}bPPOw=Yq48tHVUO?Iq1C9Ezb7p&0gmvKy+TpE1=F&
ze|4u_V!TJQ;k7#;eRZkXn5)h&^*5@9>EEl5N<!F@b<GPwyIloIXjp$$C+POLWx=Ix
z(CAc~jn2|JG&p3?rEb31>o!5}Qh&SV8Xh)^t!6!FHr%Hds=-BS?^6F3EAM=@Tj|ZV
ziu0&6=&xzDo3)?>s@H0!EcMrwnytllb-qG!*t=)%-d(w;i;Y^fkvmcCp?#pC(gf4T
z?5Atc6e1Z&d-D79d)lQvOZ_$NpdJ)E!BQpH-_#8jTJ>T#=oDJTZUrstj}^jaOU3?{
z;8LmHD+iR^4ce;ls|&NF383msrMEEK$(LvGJ%8+U;dHmz4$y|NN_U}N=vIOSG<AzK
zwb1UC^`p%uJ*;_OM7|5fh1ud<vppZY1U2luw9thj&A!yBc7v%_v2>o<1riym(=B$Z
zr4VaV(CW<=N}Wz&u386I(XdUN&v~?wAJwc(8#~QjyA%{Uy}7ySrKSG*QnOx%ELiUS
z^{3k9pdFNtRUsW{%=1hAoARt*TiQXV+wPURJtTLbD@&dJ#zt=eI#)mw7K&Z&CTlu^
z1va0SZ@D*;iX$5eLN-rU=kxq%6+~ahleK5)FFzV1#hIF|H%sSH{zSFYtv2Q<rPseh
zsbHbns08h5w?Lh!+eUh4>HYoH7mD>Bn1GI2xxI2n|3<KL>E!#CDtA}zsm$O@f2&eC
z^u<uiu0!L9Kb-T<%3YP`sK~vQ92cqFr@r)8LHUb|OO;aswT^!l<`%k3C*{f7da*Iz
zgS7O6^=Lw|9u&~4Su$(ncW0?61#S~|6m&V3VWUW@bjxe)X0v-a|C&y_{2G{jc}WW9
z<^yQyrEZ~EuQx9i=6bKbx>)G8i;WI+oJDx0zeeSuX7$GwiXEsmu?u~@+9(H?6x3R(
zho4vG7`*aG<uR#cv(k~E0fB(UQ2kzaZtCDvr#dgCD{rjaFL^hVgSld_-Yv9Y40QW%
zE0)V3uEA;rm2JbiR)P*B^nNL|g)%HO%RMlO+8rj`4Vf-Lp_<)Bvl|rJ!5q}FLHddg
z5iDI%m3As<y;y{fez>W%I8SE0Q|NRTnHG{~e_I7MrA~GwWH;1MQLT8f)#PcmgpZ2j
zmGR01>qURFwi<<57*Ccp<8M441g*lwV!Of0s3_dp>9tzuG98n0PE~db+RcK1E-ox!
zctAetib!X`G4!`W(5lv(^O~Rh2pViX+Qy8cK?MD>Fjp^9M-c98YJrEv_9BG4P^`i>
z-q3>fayQt}z|aK-@z}R?@+2{6i#)T;|7D~gVZ%bP!6v)VYon70!rDf)+p3n%FD_l-
zOq<m2LUq1DmhqgF-QhllAm^cZDsi>g4K29s%8bBt;9H>_v|y-buIKtHk5|4-D&7ne
zQz;<BEYun5uS;*`=fNvrqBcZ|)b+XqdYk6WShwCOV9=<}E$T<>=}`&V)$Vq5E5~{m
z)(hy-@Cr0q2R!Y*(t}!toZe<VD->DVm-;upatuQcvwMe~t_B*mQvG$hd$WDGp;p9D
zw3f#l3~1mJ91d_F28vB>&=b6kZ1iU_wz09O+#zz}r+OrO>dkA}!?~`16FnCzz&T{F
zs(h;QDef2MS;10zP8*Z7Y8Tz8a);z!&(G8-4717^g&^G)Xj;%%k`x)AKtR3PfyG|Z
zCDgbTT49)7M%v8q@Jbrp>Rc5C`fGZP^Nr?34Jh?@N<89L{)3cS%cXkN@)Djf%Z2n3
z`8Z2E?ML&-73fEbx^@tbo|09lXf>%zsbQ59D$|v{QsXwRQ9BJzroM2a+bk&+zEMDh
za(WC$OZCw(YX<`onEXz=eprJ7dN4Ul%AD-rS{I7ydEsKUOnu}!DJ898n~0uD!)>)u
zuQmY7td(SFGzL$y|L>Q_TNo2=V5wbYqendC0+Ip;5;kTQt{<eQQnqrLix_}m?8ty)
z#2SNJR(%zji*>26@?hm58B2Fnro^UgV?Try&{j6Fcap}+*1uOfggNcc<zVA_WY>9s
zQ#Mk$M5wu2=%y+uew#BwtYZRTTbt<XOwtB^GFQA%1ryZ6%D&2eY1M(s!}4W!Wsl?+
zXAc&%UDOVmB-|{}7=sJFRvB(6hDG)pWa!}34)k)ih+dB&haXEJjF8}R6H^I5k}Bxr
z?OaN1J4v)!VuQp*C5;BxRsf$2N^l<PutRy`+P>ro0d6}6O7gv6oLlWebCz9lo+j9>
zvVh(%&v!5Z=6Qj+)W6~5A5jeuN7Pn0CQb>hRfqc~ns`M3C4oG%f_NTKQ7$1hv0_UC
zHApAkBHUwlmY#<$?M?YE+*3gih7c*}W{plzY?mtJ$yo$ZAJ%1+{DmMJR3!);6J#7o
zMeJ=t4|yh14?q`a9M%MfN{b9K0IQOsZq(nPLZO_c@y%Yh)q_6}x?-!?6;sWVeg!`Q
z-Vyv8c+505apOdbWK5+YQ#<@O<a4U9;x6;V_(pC^CD9rm7+b2<tt?^Ohlx1FgOQR7
zxxZyGVj#;1O`1w082J=h5O*=_$opsKpGpLcrgr2ie<LlDT6s{1Pe}8WwjP`rc7K5k
z6CNtHg8$O3)L=7t=GT9$((Sf7hj#BSl^gk5rySI)7uxwo(B0i=E$mi#-@I>k&^fRh
zf|y!Zs85xMFl1I7V;_VNqYT-kt5SxS2JjnRn#6$k($1wo$PWvbs~t>97kQMw;ia>b
z>733K0zn(*;I=4f=(2m^Gy0zIi$2%$1f?2KiV_X_Tl909kdSrJ2^(}mj|S5#l6#we
zNRux$BUa<r9bu9&Q{5tFvQR+n=-#UH)XDzoSqjbJZ-4TI6DM*fk34%k_om~|9(m@(
zn~xkj_WbeFrypOEnr}8mWoCsrdvO7l?8K3iPrY#DDU>^L;?4DH9+PKXW&=(0FQKQ*
z)6myn+bY8=#uIT!H%qD>OxVY&%=I_u@g`3>?RbO}XIKqqtcUTfyHsQ?9}_egGx*6C
zd4ebrRFh4za(3^O1TsPLZ2_|-Sj>8Fp`m<eMH^+g1jDFZ>)RziB1-k(LQscQVGolg
zWa7E+kPOkGfay_~mQ!#;1LGSh!FDOeNi?*;bB3eANt+}I@e`g&!4~o3Tja4dBx%Qo
zlh;eK_?NYBM1;+*CpzkLnqrrvsmKf`C<-8_64Zu9J(V9u1ioMCd}N|=Cs`Ls&`y~x
zV=ipv;dwJG6M`7kHuxD<u*u+%kE^FDx0}c9;1$Fex`j$mgzX6nZnbm3VZvZMb3IpU
zrF5$c0W7(ao0V{}**;HTGpnLSij5N78<=xWxXsj}5)2>uH@xFMrI&Y^Y;EX14Cw*}
zTV4B8Z*G5#=LQV94mzz|3z#eP1uGc0Rd<Wf4WnLtPjTjY-2*mKX`@}DK6lW=h2nXP
zr=qJA0l~K>20_WOy#w{F2QpM@$ES7=R7Q;CR&>K^W3EYo3HJJQM>WJ@LUK>-izv~*
z_f#Xup~XSY@?vw%xm*}u-1uy@Qwr*spn(0Iu={S)wZyyY7M&F913JOm-9owzOZsbd
z7(-O}W)09l>w<2vT1Ox2DZbpM6HDzTf(BvSL(8A=yPB(|3b~8@H4h%1`pWT#URIOM
zjhv+sTqKSl`KDe2Q3aVHZ09uc3qyw>oWv4c46WwYj-w!Rs!IrUB1+NihLh&ar9!n_
zK**G52&hgQ{cRMY#PIA(+fpisk9<B@gyNT3w*575Q|B8+Y7l>G&VlyXW)mLj8XCUp
zWSG~{e5l$WZ>qnR0u6{mVtTw$MMYsLFnveJqFZUBdlop}hB1}N-&9iJGBlxZVV|B;
z-B#k*OaT!XZ531oHOAdqYPG~sjYn!2cq?b{vS9}$4PXRP;q3J0L22_mriEAFK9Omr
zVv@j$L`w}i?RJWHwhD;BHHs94EzBZBjJRK?qFZ#IT5q6%q}O-_0~SrC%Z2V@ONZIi
zeDY=}K6+tLZ(&$(lvNZCbN&9hFoh!r+rytaBiw_NwOu#B#)IA+Cb=A3pePUd6#Z2}
zV+!3Z%yyf}rmEA?ivIP}Cfg>HO(tF;fK|`=S*Ri+hqQbUnyD#0TQp!>3>b=V1j`54
z4i+fT=%(Ll%JM{|ppEgB5aM=|Wue-Dd(vJg)Zu$z=rHWDxYxljE;?WN_aTTyqeO_8
zti;Wx1~tXq7+U40Avx33J55gVp-Dr~J1LTa4r{2fq!4D4z~MQAb&J8`reo$H?(^o|
zy-s`gY_+kwQtfrCbyLLRR){NQwuWVNf+>|V6~Q6qc_@qnR$wsU?V|U?B{6)0a*48<
z&=<vU`627+RvJ;<EdBMGT^LJfdP4ddX7kMYOd^e<dcveV@K@lgP<JsD$cVK?C2$y<
zgVd_T29+RgQGZnfbNLH;>Sd?JW)oY<-)8rR+<L6aLDg4@J0uou2W3F33JU>;Lt#rX
z?dfkQ)?1b0YykI?Vlix^Zq-=@FSH&&T&P|O5IA$Q>2SU^!{H2fY8+H63ophJVG_Z4
z3|Uyg!Q`)n@QfK5xK%_nnIo*dBB{U5&?69U(A9*QU=G6wRY9g0h_O-tI8rHFIhZ^M
zh=V0e(rs}(wOZBRJlCt&7pFoqsqk*mB~(biijk#_NsF|x^0aE}?K&IA4CJ_g#U5D*
z31fD*>jl!ne6tCkhg=%roaWbUVGazv2!6ye+!JP~He{8uinuzWe~5%5b7=Qt*{}j|
zf&9PWIXkVOR7IDI=6pklNux=zjD-pgM^TI&qj-_V<*=#u4a!UlIbqKG2j#T99=(j>
zWJjB5a?gU@=A>Yx#q>~##!YIIUg)G9PATPv=tLth$P{A?;%XgM){y#}!{UyzsTBev
z&QcHNenGoy;i`hEfE*_bDqxLTwo{~U*30Lr_h9}nb}M|2$UlYbC=RO~gIt(6hqYXU
zpQPtu;1}~io*tp}db9nF5<j5GUl$|v%=K_NIHI7Qh=T@GlAC-$jnNP6L_ir6Q0lNJ
zt+o42DykSd+iRXv%lhF~1HH4MvW^xP`)i@IvfB3n#7AzU#i`vg5x$6C26lBRtPHcT
zg_AlI-G!Z|kWL>F5afQPhovXbPQKozVyg<k-Li~`QW!A#fj0Z$f@gmR7bfq77en<*
zjbL`*>Ff3H?VJ&o8nc*c<03}D=0!~oCYeR}$(0~L<w7B<KTolEL@Sp17+#&~^R&EI
zY{1LyV}x{*qzqD|LUge<JWVuoj#fF<Q?vt;E|xFA`+%W-9pVf3J7A?-?>fLv5+b&f
zFD=d7(7#PdC45-H+B7Uwmt=iwG_k6p>PXZ3J;H+6?=rJ0j2-L8>=Y2z?Gdb6@j_7y
zHIbn=is)h#AEW0tM@osux-@fRtbW>cfC5pnI^8lJS8fFbs|9Om=3uYCLn$jQOF*F|
zbiQ<@zs-4$Fe#QOu|%%OLUf_OHdH&}=_WGkG_`>V;QbLdz~Aj}pkY>pGhqy{X@r0C
zDuO7)mHy48db4=G5I`1n2(3(uzp#7n?{8>feVE(^b~5`26H6Epk2`s3KZUV&L!&9D
zWdu+5H?-$UR@wV?Su7<K5l|~3c95?I-8lxJ&OrVRAyGL8X;Zb~#E~oY{w5S)&$4id
z#zf*4P1`%YS@-EyJ()*OnUiSl6|DLcvFOi%DN>VL*q?$HVj6}i0HScDyk#_hyS)Y~
zUM~3rvPYwGV}IC+e}AK1UW8z=-c<Sb{S6FR&}*^1{#v*LJbFT)leJG^a`M!X-~N+7
z`;9;O<lVKO*S~)A4c~r8?U%w|r~cqmwa<pX-toEV+9$(bF9*L_`%L(&`1iNgJ{JBe
zANq9d7sFq{dp=V8boguTZ@;hh@$gse=Zdvo2!GXApRau?{MFd@i?yE%f4%bLZM9zs
ze|3KB<F#K7e|_asZ|U{1%Yx#HSOuW?QsrQOz4A5?YNU-ivUUvX36pXob@mS~eeKfo
z;03jwjcq=^TieCmFmChJ5*9?EeoOsvJ4qQP%A)NbXWC(Bg3WHW<Bw@fB#lOV*UpWw
z99Hz96q0tUomPO=gF{o`QoE62|7W&G?WXNfyBE5<u{~-xszER365DMoT87}Kdu$MV
zPr#um3h=1N>#P^Vr@LH4G2pvNxf$A@Oye&n-{&nI4ltbOPH!H_hEwlON*zc*tKRH#
z@tn7KQSC?MEcbY`$WS)`!<N+R+;NCq_u62g?$|;dNxK}fHH?h>TGS3>bQa79U}cEv
z*SUuhNn5aNLS6;!No(a>2$sLjeUj34+T<2q>F(yG%g*j@bDkV@3>+QoV#;?eP$BA`
zRA>_c3NiWlDuPpQOh93OMJOVKzM~CRZ3;_jp^hHoq?Ne>mxT%HJA$)vlzJ+IBMd78
zYX?(wJ2izVG~PyGkF@Hcq*k5BX392VWLk+BDTxQv6)^C?1PRgiC!lh^G9pxk3!`SN
zNJdAYtX6igpalm?G9|IThnR>Gu&cWk&_YmG#5-zf<!I5KI;kj$YqZ*oRbC24vV$PG
zlek9SIHnqb7IjiSMzu67N#X(aLrRSgCh%XDrmL?8std7D6Wd$80Q-`xLDQl^Nldr&
zJ+bc~Yz<eR_J~S76A5%vSYiQWORjuEF5XH|q<wA?0lXohz#QD#0@jWf1UHHQ(H@?d
zuZVcS2y!AirN$(!o^LmMtyz^RsWXYP@swQ9CKH<3!7RU2!8+t37NaC<k_sUz+>{(C
zjAo*Exx2TTtzK(zb6eOpfL=V9G_2hz(vpZboqPx<WGzpsOUkO1$;k6{c$_LAQ(mh5
zPgwBUbvIsj9eG^+jo6hyD-gx{#o}UT=>u@h7O>bu4!g?w_sHMBNjYv@W;OfU6toiO
zl|6Hcv3Bweisxb?%Q<LAwwy*-*DhXETV*Pz`fE!SY*xpj3;gQZTR}<xrZb48vR??Q
z`P2dYK`vT*iPFt#T7NaKQgoMUUx9?)Y_UIPt?JN}=*B89)L=1&7GyyUocC2SjmNjO
z*wkiz(2@kE9h9fnU(+pOsREmtYj0y{c1CM&$9HK3lTtZVJBKGA{AK*<Z_)JT)CPE$
z?s#%-4#jF+e1P`aJpK|FtN07Z^YUjw{xs#!EBvQd>)@}ZjHU%cD7#%#7S8MaBo4?Y
zw7v)RUJb1@X&FN6Z6U47Q}UCVoJ}Zw{VFM?3DpovjUp!Kr%>|YtE7Y`b3-V(>nO!{
za;GW2lf!&Cce03{QO&)8DQ(Bq!ogXE;vc$7ifO_*gyJ1Xc@xPL1<!J)VK+H==J3&<
zMJW8qtE7-7!9ytAc9a95xnqcv<wO--PWmzkb)UXU>S$6vgu446+T6)zV~Xawxwmq#
zFL#D!6uB4S#>T`xLVltBH?NX*3Ly-kee5kJ66#3YP7rFoc$L&p2xAB}w?3~zt2rg`
zBPyWkkd~NB=={s8q?3XxL+HF$q<cDy_~sCw%{{FTh(x;i(A+}zbvIp|J*Ro*5V~(U
zjZpaRCpi?ZH1rrb6b^fnG6|KNu98X$PYt1R`&+S@2{s5ly;~77BOLYS5c=-AO8RIX
zJ%qkZWXf~Tgkg4vd(lLp>cOj{s@ET@H?b#xcBmWojy)}LhRAQ>*i((X0uHOxXw>Cc
zWQ|5WjziXHG~ozGjjT4uA8TYGIrdm1d&4n~8ufLKIo7B*alElc`pLnJ8tDMX8EeFC
zjxpA_g*aw{waL)`6d!Uu97lNL2>2oruRYI*&&JN?I?BPbr-W>i{mm-ukGQz<Xt(N3
z%d~Vi-!8T)35A82bzv|&DI2?wes`i45Hr|OJegXc<m$_|1O&5JgN$Cgy2LSNc*?v-
zkA2+ADdka~Al7nS&!nzPK|B>g9A${wVf^v>%ugZ#ezu%RPU6hyPO+H`Pz=4l25Wx2
zp%GhI<Ev}$#gU~AY8r$oK2Hp4JrIPGOgO2c&cNJ+c|%c-mz?b1G+%FG*|NX7QY|Bx
zjc*$jK=@#->_WrR!OV62G3hzYMjiVH`(v2&7>X3H=7|HV)m*55B67m^*k~uRvDWmG
zEYZEBRukpW>rJ$kZfWKwk!KlIWpdo#gn|Mg@(j|?Q;viXk6#THy;-q4i3;@u(0!UV
zS$jGmrS@!6!Uz+(+G}CY{La+v^7l+y@fg-Kzddzbv7Y(Q7$UJ}PS%#4lj~2@33_!Z
z+!?!^6j8LFP2Iu~x!K<^fd#^lj+oK=>C_d+So;%$SzD_h-KV1|dX+JBtS*+Jn>;yS
zA^*LwgNbYT@5QYEQF}O9`x1z){SiKbYi$*4??J8oXRq2KhOq=%k*|FXKxfv7lKmFG
zU!_45Sznbw{0LK#*x#}mt}%2sy|u*YZFYk2VeP84d>FN}t*6eWsfhKpRjKQZ^|c$a
zLYM(*h4_DSsCT@WmlH0yQ=Wu8B9&dKn>MOcZkZ5brd$%2VglNknuM5u?#~Lb;sV-X
zwZ0vA<>SvH;(0E0!$uX)%^vY!+fPh7&!(mzCY>+O3bEqSxg(U0*?-}c(V&bXscz~<
zjw-1;W0Eq&#^v=&YC2-_YGj32ad{b2#@lGTqDsgkQu^l9O&e88adXEc#s&1D)Fi|N
z^o>~|R$M@vpXKXna@Zt7JMtrutyroE<)>3OXH=nViFTd1IDR5^<uP%5Br8Nz92q=3
zGi#Q)Rt5+|#W!7ztBP4OFA!e4S@VEJMB5jwT?wbpf0bHNeodo>4x2vzW$L<OiuLCV
zkzx9L4cz%1tCz=}kFl~p*qz^+y51ODH)Vw|J!L&ZEc<lozR(}h+v4+jN11o58zH}#
z*n_E?Jfh<F$D<}TT=@@4j~m?ssmX~6ac@?L6&K>&aUoLV*DJswc|~|HrEcn|!n-F~
zctmnsaBojdN=$GsW`+2N5FG6a9aV64UJ=~8Qa5!O1V?1V1$Q|$DKWvlniXQj1veh=
zap87yuk=PKAR_$U)QuihgcHeqFC;!L$L~r_PfU&<&I+;Oa=a@pM?CRLaBx<U-KSGG
zbX3{hoh&;L9GBWBQ&SR?+Q+j(thm(f@k%XWz#EoXB=={j8#}7x?j0yO-;npmscDJH
z?n_xAR$O)-|ATfRd%N6_ydt?RYgTGnFu+$KlH;9jV`@@jf*Z>UvEqWeH{R*wbdpze
zLvxGp_NQ*{sNF7?-0jr)Va0p1F=RS5F){JwvqG%6_+pVTJ7Cd|rHXjomby8kis$x3
z@x;5;3#qAy$>sU15K*~gh<2HPnM7AIKo~0iENhI1s6fDscd1{yfLZcZc3b^w-xS8n
z{%LAK`8AH(IV@iG4XNvj>DAXU#6Qk>*^i`d-iWLm5-<DV)b+;L`h!^^Oh@?vkxbHd
zpRDmp6aP|2IPwTvU>_pwuk|g3kC0zX?XRb9@~F~^$ID`*$8GNCQ<D=D;;&?dSaBi7
zMmyUWC5?rDow_-r3h1`jSf~UP7t3FzCL$)5zsw2|6-$P3%nXHMI5R*PD&C*9A!;b(
zV^G&_C`{M`{e9ukH;oqrq}#UTS1@YVu%R!Xx~`ZWJ;V?LhQ4Lp56F#j_XEbR9-?i4
z-iv$uTL51~18Q%>hqDFn`fIQ;TDAZl&AtVYZ~NiB(6aGwql_U>iAa*hyv&=0SD&HN
zSCOT4{ZOi|bJb~1dXA{P{WTMqcv9_31I>J`n!3)I63+?860N|s(cv)q+F2qUj$gAy
zPm}NEGJ4OPGFMai_5OosbL~U)@lEvcE%<PHzzx@`2h;+ppLed_B3kq{c#zHnDv6qb
zMI?Gv1ItQvqq~kaaU}p<04+zcPT>m5HV!z_J!O&3H8`s<>!YceHENf;d!nQ%#VOWq
zWvWS(;;T>^>xe&|nvz&Y{85HT98H#YbGc_QiC-LNdR64!Ie)MEeKer<1$_L2_oZ=B
zk6+Cy6w{YPDE}z?(kAIVN4>kgqKU$g>(-?;E~ECB%@fi=!aZoQ9`Zl43d5W^`&))c
z>>-mY-bMVkHJSm-zKD^YMlXW&_nQYGmD*1FcnBX(=ecICm^BdX5?#5Cb!FLi+iZJA
zUP8g=o0VJR%sqV>grdipqLpy4wokyFq*r51;nX$lo%cFhkEO0ZX5$ZLg)nnIkxK@P
zWQ>~hqYMy+3ULrJKo}}y_LKp_P%)X+rVtef1@q+_iJtGWPa+22&SCe0+K+{E;;&Av
zGJcy)Z5=izepl+cVj6y#AqLp!W#{U~Q@GJAS5!A+xW{lJX<|pdJ9R5Z<Y<4>1YLMF
zRh**5QQQq28w9^2b=5Hje_K`tXN~u6`*K{BlB0%!$*N(tuJ(Nygwvl$-P}<*y?vqv
zs-}jp`(vr=kFon_vO*Xu^^+p8B*o7x7twoM6GGQ|<@g>iS1z6mB9}i*-Kf#!A|k;s
zN>oiTRk3dH#nko3<no2A5K*~g7=X+eCY><@grVYF25U$5h}DVWV(g-z)#{<B!L4J<
zGaZNxEr?j*CO@h@Ci)$z>x_whD??-$VzTzMO($@T2)(^YHOlE_(L`bG!PLzhwTEq<
zpi51rnsZZ0EIyFB?ih>rW`!_%y<4QT+*WVxk+RR$na9Hamr^%iRQ|7<z*R8`cJ1w{
zYmIUK#jFr3&iO4*;rcncl?qqrdPbXgvPj}xsT(w^B(_c<YREG-P?R8%%c*ORN#xb6
z5K)O_7$(d}BStR+grQ=kMw$)QC3=w{uA3wZ@gu4EIjTZzoWOen&L;<He>io`F=hBc
zhDaQHmOWgumCRj{-ZbsMrqGivT>gCOwvNi>ZEOIGQx>n|!~CzLu0F=<U&;z$H2%|B
zAxys$fiFY9%K%}hkXdyG2*Zn4vpUQ~1!5(9?dP?NmH6)mwLP!e&xJ9PTh=d+BTH=@
z79-i7x~`aJZ()c;BeDWFG_A#jto+&mH#}k<i_ticx@~@=5#wWj9oEwn1&SSJ5qody
zT4NmDot2|mrv$gq4Xv7~xhH!K-?gGinS|Ldrf&AA%)WJ^*9oRH!>8s#>SC-votlOi
z>z~UCVNBDrBE99FDr_Mc9m8vA@P-%MmmJ-_5l<GmyqdZ}qsnC~%Z2V&4=IXC<YMaD
zV-o3Rg;;Tk?7&^nVXx`raJTVOFFfO#B!3o>%!gAqY*fkIJV8?k-D5ga)y5QFLKJsv
zzBM%kG3k7BR*0x{GI#^Vp%8<a0m4wRiyM;Y@n#NOt$Pu#%0%1{Z??3D`@Z#D)ZtfB
zb8=L57@NRrN)!#T9{NkEtBvWvr-gN?y{W9D)veU;!X_mRSBbfV-G83C-J`PmHtu~P
zeS-$9KTAzSjQM|@6~d_gm$E{b4k#+{kFo=9qE~d}o+N*f-dp7M!f2xC#=RR>$N}$f
zo}ib&Ptj`tg_>A@yeoCxF_pNTAu>4RSv%w{)FHz*<+O+9vN|b~u>8%bn>}iGyp_9S
zNL|<+<HO<M)HK9ce<&-2>5Y$w^p@LwWKSgILQcIP*%^}jSwueN)D0U|KH{u|luaqh
zVjZKHnu3^g-jNmJ+DPX~Z55JT$ygSV&ihk0EUR>qT*<FZO+idL@5u@gl}?6X$c$uS
zJTpKTDu%d{S*`50GyFo%+-dW&HP^!WGKhYBG&O5S)sO8H@|w^o>lJWu%lhM~>yK&2
zk7k94$|Zwnjdn<^D+7d~V&m0#TZmlp>wr@G+L`AszBdQiqeks>Vchb+q!y81%czCJ
z;+Fq8bzL!y`csCuhHlbkTK(YFB{?GC_TE^kbloi*m&X^4F}1%%mVV6|Q@r19OkH`5
z%VSv~OpjT^5X(O`-~Iw3YR{@yG^=A9u1vf+L@xVNw`)XY@9*HantpY(TK|j7W;!(i
zG1=sWu}Q`xIdY$M2wVL`u~WqhaBKt8*AIoSFQjhPsC->BftSNm?TQa3WdD5XI%BLn
zl@-FM`3aH6ay$N;&Zsw2=HNd>qsGxhk-=i>#*8Wh%zqU%Qwet)Ur1edOctH25K&oV
z80U?vAe}1%grPzVUj_(6g$!~TAPg0Mly#^jD&Vm28v>JT%<^0H5#AnXo1fb6hW^XH
zORYD4wWkIT^Iv`{bzLzv|0qLTL;r<23u{sjUgQnoG);Ybv)9hOrRyC%N60Vs=66#w
zV?@T|YS|vv4*3X-?DeL#5WJMRJ@raAab*1usmY1S=C`s!m~Qv$BHra54(=wW#}*>L
zL{NJh?#MhOuL$q@P0Qn;#(GWvo|y3X>}p7>;<_2f|2`|%&7r)%%L=jLg1bEw94|F;
z$Mel22ILcgy>Z0^c83udFFJBZlS9UFr)xYl8L?h=Z&rw?uriE~W{4F#oB_g6@#9&w
zP7SgABHL>>#M<w^b;i;^4ad@Vq!x|eq*Kd=jiqN(*A>&Gw=u*u980(JX_g~miM@xt
zyg8%?UrycN5t)m*ryO{ZAv5vd*Q==sh;jU4RtVE;x+1jY9wCMC#fH4W7Qxoos-ZWB
zh~~ReH!H1Z8gOAik)kU$27Wj-0Wr~hYgUMnMUy!ix$$Xi*~h)W?7&3g2$3|A$0t*_
zWmI`=ny4@>i3hAdp1SIoBz~45uAy04#f){mK=n-c`K8p28kL``<yxS)qwoi*tBmpS
zKW2q68vVN>isd#o>t!|PbR`J7F58_HVgA_W<#DxRgDSmj)LK=F8I?7uD~^farmPSv
zE`l9cRK-<~c(q<R=oYK>PVWDE*Y~@!h-b;?^GhO>eCmdc+9S43U{!pID4SB0#XHAC
zscVl(W-=>8R5BS{VB<xLsmlOis8}I?V2o{Ij!sRwT45)MF1#Z(D@WCZ^<o{T=(J>9
z3(lslH>L$|%L=jL{9iW{EaGi&3$sm^{nm5g{(Dk4VN~vqO`H!Fv7we|h#AMPN?mP?
z`R~jMvEt0%e6+c+K*uCo#d?7KbFK(tsUnE)Pu-kR1+fJOFPNSwO;1c5-;=uXm^i*O
zD@0Tr8O)inh%zV50AZ+jA*<h`;tIcj*>|G%x%{E~Tb~c+Vc&3v-cekK(Ok$K@ti}c
z{Y@BT`2Ey!^6MEjb6Ak!|4m(2Os)POhDhY+@-MgE8}hR#jLdbLIo$l0>*AF-v&FXC
znTO_<&i(hP88IT$`?-m>lK+&VcdFZ*0=+cFnj(5*o&E1p6BColUuT6d-R!SKu**F+
zNEAo~cag*{!x)-d#5cZWdFBwYJ~Kdkn%<cB?oCZhOni4`g;;U%-JR6?N<qCIiCqlI
zE24WcbyG*}dG{ptJfSrvxTC2_i3#q_Ss|i=%P>NkK~`*X1_(pNZ)P<hYLNZZwH;*d
zmFdjspdP3}f!w>NtMipQ{*T;STU&!Qe9^wIN-ZzH_EB?(4Yu!0T~|!K78&9i4z_n6
zD|U;#$A<3Ki89$8YKP<%hJQFU6Gmh>7FOvZE8c-aH}7C{tp`)qoz=1K{;jD=iOJ)e
zvqG4T_8}4Jau2h)qs4Bik~@lU?tDOd8V1X5cy<xr$5S_WRPo(6Q6h?`N=z~BXc#WR
zpG{3oOoBh16=KCDxQWgmC0MY2G*P7UrPPfXRXUsbyivv2(^zl%gVc4$Wbq%fLPTYe
zVdOJ|r`XsG5Qd5iSsS7T&!4-tgXb-$o9*uIC;1IQ%1)5kcdUEu=5WlsckA*v+tkWo
zW9D6{>xyaB?F^A&%*?!=w@z4zmn}Ig>|4*JzdoM2b^iVu<79tqB7EUfe17>@>S|+5
zJ(!iLSvOhlpp8P(rtm0cWV+$cBAhOyZt|#{zL~cN31#6iOwV@gmr_#@WBS{(LKw^R
zqR4Hzy^T9aI<NGC_99L?E@CM=xP+CrP6u~rxLsgSMv>H4r*7n^lDd;6Wl=e0QK^`1
zw%xreH61Z|UCs)z;_})k7Rq}hGm<7!`GM3;8C5Eql%-0%&*OVjR~-|?cV&f$3L=A7
zU>pmvnHeAq6$iK>%O9g&LmohEyb7O+4*XVXE{>`LYbQFY{#ZBs_0*Ndr2lzgTGCF!
z<&RL`Ox94fC~2@t$RnKo>(q@NmD9Jd4OFxZ8m|5-H3>1k|7BJPqwjw%qFe6aY741*
zZgw$O#1d@1w-6bm;>jYGySA;6<J;fL9bjs95%<z7ief$C_SCh<Byvkuh!vN}dX|Xq
zvMDD;<nZRy%^0<NV8;+NBXKA?oVwze2o7b1h>9S?IAVq(F^L%<3>7jIWq>eL$jmGQ
zgrVY=tTsl?w14H=&a}6`wb?#TFX83$DIAh>Co#2&aGL$KsWru~<<!Js)9m-8t}CY4
zU&RpDa+<w~hFLnam3y{Xj-3IGB#Pzu-qh_Jk*Bx=sfROJbQ}wN+lZQ&{r;}hb;o%8
z;jBE)I_q9{tXHfvkKJjU^;{VH$<&P-m9b+JWzfK!jq~*5sjH3g^k=g|7$fx4B9`U$
zQpTQZwt6iO_w58>{~xDr#Hj3FKhYv868Qh6)b+;r{|8wiM&^I^INq5mLK$RXBHC}B
z3;Q>2UmnLWW~vd#>w<;^?vJIeHpcxm43WWVXSFC>o^D>up-nspVlZ@vzkWPfIGj)2
z)KL|D>qMn_aY`tfy2unME}2-+L#b<zF?up9gi-T1imaB~%&dK(A+2|n+&mTuJfFG&
zqe@`iL{C!?<NT@AwZ=GqA}d6c^BEjf<LgRC%K%}hkYOeRgrPzlhzt;hif<h}*kw1i
zr>o^4cLZ;wa`kYXc`l0h4XNchsv?d}bU?#Yk!Xl%;@73FHl~U1XNU~OHZxN<9hEJo
z`kl!3xz>I(QP}&hQ@3+e_HLdiF*V6A|M;QQb;o%8F9!2CF?5=BJX?GGQgNXbd+oe=
zEL{E7)GZs8tLr8LO+id&e>runF@FAHRtRG;K9v>1*e#LjRoSiYXDXIm{_CHsH*sHj
zv2mdoab=to(SqxCtdyU)VWI^(rb<FbOcDNPRuPyxB>pxlgi(YQ62aIDjdC-0x?3!r
zcZUu;K?LxI6%)XEI5FiWRzHb~82|4}U2m)--jfv~%Kr?#$aF**!ZJV@Duy@^Sq<@~
zQx}3ZUbpAHv?rP<+HfW{OGh=zn<tt=P2zPtZ%JKuOe0Qag;;S}Y<r=Fy_k6U3igEO
z@T!1bG&<+YATqg>x>2LbWcx&qshXnQ-&45Bo~VlT)L!cPV{&O{g^0=}LpL)$RpPN3
zAPg1n%o>^@DsV^IFJIf>I>m$Aa=*n~vE&}=t4)V-^?#FEJbn$M)(wlR|Ett>#kA>P
zGQ_o<G_3ZlOZ4?a>7~D#x?Lmk5O1aBZNHwL`OB&6jPddpv+^?Qpmg)I7zc92b`#El
zKBHE5HM5_PM;QHIQa5^3M&B~A0NOCwCEE0PG|(2ai2pe?2{FF^X;uhhi~dMNx7@+6
zTaK5j-5j3>;`gTNLtV~9IVqEf=;oW3$ElCmlm4v}0jT5gs>AP4)zrmgv@JCaF&S;n
z3Nf;bGDk7)JbnohQacOjkVh_{;k!t$=yE;&fjLE7kEU+ts6FZ~%)~=F`CYeD7M(Gf
zJ)D}5n9TMuM24{;t3BIrx>T$e+w`8IUc`*KNy6)|NZrIydA)I>!<2|07dKjOO<i-0
zxo5IMm=5t4k<W4)t&K-{(^BpN&bme4z!gaoIeca6ri?0wP4v!4Y@nJ_w8XUhwbWI|
z1aT=V#EJ`I?0GC^`J`YchzPzrbt6U<!TO0d7O;}|{~f98jq(56vO=sl|8F}k<3J$$
zY1+YD&<+}<=xj4No5<!DQaA8JkG=8w>*(L8Lb`oI4Fv%r0^Q1#MQW_ed?GbDF_C>N
zE5wS6jNZ4}#?4Q2)kaXxHHr&Crxl&7^^-D*xc(${<3^PdzmzqkZpu&>lhGfhrXePy
zFJ^^^$|%De--HRog~$M5s8}J_{GQW+nlwqQMql$$YBoB}=p<@bX3?BGZdoZ;{a&1p
zRMRM-R$ua=sf}sSt*L2=Y0!?W5K-A>5WmqNnN(+hFjRbM@Z>J@#9_^uX0sl<5+-~q
zO7Z2Xxj3phSv%2H^~a?DRO(7&(m%!!*U<T2_jGe1$Snkoo;&HXo(o6Mr*7P+938`E
zorPeEX^8Q(lDgU$PlK!wMwe$rEX(cluj4?4hxz8YF#iLon=m@_IUM0<em`}!G3H;%
z3bEqMS9c=Dxo;;3`+qETBSvMvzAVwt{~t+RZ;byxoE2il`M=>vqgY>j)n|O%B$2^y
zrEbWmGT1m#6iO0I(66ViIVOeAXN6dCDXinY_VG?&Js1A}UFs%`%747{n|IjL7^FC7
zc4_`~>S|-m|EsJJE6;r1XX0VLc`nSq_tus2amQqjiQoR*mAcv(^KZ`z5oLY`U(~p>
z;#OsVFjR;;n*qX5A*+5FAPg1%JnNzhQPG?2^*48$r9z{(PzV~`b`?RD%S)5BPhiz^
z=K9*t)1S4qU!p(jYoDb*H`P8#e^%8#Lx09<AEQ4T_|2YpNH4-c7P_PxX>`vXe$lO2
z_(RuM%&e=??)RBZylOnNt=Hc~)pvptD43;t0WUAfqq*w5^=J!nb=yHus5VOV9v!^V
zRGwR^_0W<c(|Qi1e~FfW{|FxeQ%a9sT#H9<qmK{L$A{?So9N?P=;Qb4;|uihz&d>F
zq>qR25%l_7aN$GHDRi5Kb}-wk*2`Qi)%O9#q}RDV`bE5YohvrKsABp>EPI_PFu#Zt
z^NVOQzlb>Vi>Nfeh+OlF=r+Ho0p=IA#QdTrg}-|Jjq~;9ELz5F?JRv@slQeD9h9A?
zW98;TvD%>Z7;1d~`V#+H-)=U$h0Y>w6|OJUK9BbGSD%(&A6(k`ZsyY*E;~Kh-_WVf
z(m8-5vsj2+GQXb)>dlMzy$YLg8(n-^Uk*xGb&&O*ll?X2W{E;GODAhz1BRdMZ?1Np
z59~Zw`s)g%3Z#N);L^FJ{>DPF(QF(wPkOWcHO<)?;^(9<wa<~}UDxZclgp<%xV4^I
zv_}2JkN&DX`ThAl1a@1eRjD>E<)!(ZyeZRPca$%$!o^KXA4K^L*aJjYU=+*cpu8ly
z|Mw?P_HRCkGix~Os*-aIonPuMy?d$H35i)-s&=KxphZ0eh3X;qhmHCdv~Z4|^!hiJ
zS}h{J_LZ=vwO>cWYF~wKF6(PwjYr@fefHNen@_b*wZQ64-2l5;v3KV=@Oz;{QqfP2
zwCC}=_FgXfJ^>*1*WQosS87-Ai7xkb{0ID9#nCg65;kZRlqI;t#0kUuYoe9~0MuK~
zElp1LZ)z2*?WO)LI8N8A2anP9uDyD*2ZlH6SoP@NED3Z?nEkwR>SPzZU)_ObAxhNW
z)u0!U*Q>7v1ui(bGdBs|OW_FU&ZYi6E?hoRdP(4GA4N0!lkNH0BG~}E-F*n`9T8Zo
zq=x*r1gRS3w6={_?1(oOk8NTeEcMz@_ilkaq#&7|c7RsiWs%bk@@`QF_5pfzPNBnl
zoD<u~n76x_Ryhao4cJ{@E|fYK2BY2LqUk~o)cyRF7hMN~-R1$~Vh&s${l4I`Vlb?&
zJ>X)zxC6h71XHlyNHG}PRz!eD3p>#Fb1E8H4+euq7-5QOI99?tV_lAz)#}2Ob(Z>f
zL{-sBv=wsqab4(Xex*!1Hwi1=;rG0S@-Stgm2dDo&PP!+rQ8FzhZlZ6Pxl-iZ@0-Z
zJmACe<y7QyqvLi)-sP&hq_H#d+-~X{p60uYpJ~iBeU0P-XrJjJ{3LHmIgNUV?PP8;
zY(+G8uGob`Hrwk`SH3qfTVCv~P3Z1sy<Fe`^{DXSt8Md9D)J$gOMNQ%0n{^&13mr>
z#-d?NzBR%RUB*Fr=-BZS$Il!;7UP1>J&?sZQ(mDs(7T>FdHVSCBV!vIBK!@pHH-s(
zKZdYmnp<rc-F9~oT5)Fr7ijQw5Ff+?tluYt+PY?JQiNCmae${n^%xENz9fo690&dZ
zEP9UyoX83wIFLL2nyV$^sKnh#)W)@T@(kJKqs-<6>&)DQ)Qp!P{IyCtl-|z?bVuV5
zKx6MMKq}|JJru&7>ES5T5X@-P-NFv=1g8z_v0fsnkj7&Byd^p)E%i4?Mk1Y`hlV#i
zTb!?!n1C1ABl1{g$0kSfJ7{vh^dO)eUG0ZjbvhWkF%KwU?sC2$$MJ~IzCu`H=~kL$
z5N8HN3o{>qaq4&=xBwrplK^b@Wz#KeY$@(Q?rjIOQ#2jrW(c;?<48_T*cHJ(RHa$P
z9**Jc8TWB7?|?Y?_v3U<x0l2mul2O4m(mX68?AJCZLMF+OvjEDaPan!YzJ$HswUKt
zH~N?$nOIW<&8Y?35|fog;oGWWOmmF-yhmZ)IEoJq?KUH|Tfm`p+?q%D4HJ+|-?MT%
zF!$;SL?Xu4kdHd6190E4xdzDC?n01n>khULu){rc3IHhMDn^UARB<Y*O|se!RVK55
z1RTGk$##uR?0D3~!du|?5_R&t?9r*h{l70_bUk@&kMq$Eu2(3~<|j+9z4Px#O`!at
zke@L+@=;iaEst@k+{v20TI1;_RO<jc6+g}uH!)ROK)|7$zV1E4njFP;s(%w#-#K3o
zitR@F%Jai2cafc{4@uQ9u$}Z3?;2XMh3iy%u+xLyv?;m+jHF%=*HLKKgM%t{QFWEv
zOYTYTB@`51>ffE%Lpa^;9eXT$<+n_RbSez8&7c=*C#B>qBuy^+K?fwkya;o|ddvv!
ztH;1OmF?!rMv{bTju~4#)i97-L8k~;WH~A@K)Qlq(xnsDgQUypwsaq)wYenkH*78y
zgIvu_*h$H23{52qb)QVQY*)r#%9*ryL`s#1RY2EhF4%FZn&vpJ<xq}Lk?~3Vne!4G
zws|#)ZCb-LQ*p{TQ!YAf^s*s$;Q<vH5!Os@W3YtcK<8(hmx4wLa5K%1fNLBFeiz_V
zfG1KeC=T>gKryn>nVqDT8pZ*iMyIY9W`pj<AZU!pb`xN7Ib%aPmF%@sE{#}=nMozr
za>=P?X9X|q8xh^irCfA^a6orA5CX;mX0M$z%XR=@7CiQmG$U_-oC<cPP@5#G3Bm#0
zg|jwzOXjHkGf5p4iUXa;(n+<Ig6O1<6yikSFBaQa&>GnYB*JSP2Y&a3Y7;A%De#lT
zX@GPEJR0GQW^D0G`N`p%jo=a_IvggGZ5SV>S!Sscl+MG>3{&wC0?KH@6``7j$voNA
zpt=z}SRJD3=IYHNmWAtBY#gdbAttKyxQ1aeS7`$~)jnob+p0EFHq|o;@YXBHPQ{N<
z#o?=R((rd@+$D7@4N>D2LJxxiZO~lS3PV(<LY8Q|Sgtk;ScT{|huZqE6{ASh26n35
zPmE2kLiZ2jsz5qb9pI|ctBuFS3fs==+VLpN!=+|xu~6(3D&2*88u1P6k2a{&wnuad
zt@Eeq{{!{YL3Jv8G)$^u6e*@^q9+Dm7#hKKDm|nVF+DtAZeCnI9gPAz)gIBQG(ZoH
z^qARQ*eLXneS;J>0pB6wF+0;plO?<Qfu=8p>{NV|lW9v3Hd|nz!v3umZQKdUY1I0_
z(DwUka0n4Ga5jKtBV)K2;`j~`rwljf&|g80?_UjPj*P~c0kt^<KI<niGsnIxJ$X)D
z4sm-+y>5XxoJMs#etxLh*ybXDPBll%cxPxgfQrzoL$Sv#9AneeJ5Xg4Yj6m8L}lX@
zL|*+E6ebN@1$!~jEIX)9g%6Xrpf|jvY3#sZ#|Cw(JA`=~%zt5akv3u>&XA_cfo@<F
z*s1nS)do(SqMcl4p&rbo@{l|+(UA4nU=f9Osy^(dx9Lr^X&SwIP<QfRJCz?&8L-M-
zDAEqgG&K)ocN93W+F9Djxf0bfuv6`u8qIEXZjl|};w-M0?k=XOc%YQy&`#CITE!0R
zhi^zqL&C#@gq>W4L&}p@zPWaDfp%}hv!uCkV?GTr2S+3(R*6H-6Bap+olir`{t-!W
zDsad+)Gk&#Fz|>16gX^^ruu<BAqwnNdswY@)8#^HNhFn3AK3dn*iPlRN0}Gx!%<Cz
zcGEO{p#PJA?-22LG!tx5Di(NF!;JCufjiY7m7M^yxRG<7Z@Ho|fHniS(r{tm$evh(
zkC3@$J6KslJT*9kKp?ci0<*qu0eKfjit2?Nho><_AaQV~`uze`DArR=0SC_C4Wv`m
z5hCR(B|lLA6Yw1(4pAoMca&)ZRvNt<Xn3N)PPN>2k1C|8eQ4V~_zn?oA`-JJ+Q0!h
z4((JetN*xofvczEYH3<NaQ4fK+%~dP@e`d&Z*Hz0`U2$S!t!@g$$j8>msCN747|h4
zxY-CSm2fvjN)KQ#83`3QWE`besaa&;Y*q$32Abc*8XQ8Nx!6YBNgTBB-W{A5L)YY+
zMAB%-V}rbrA@w*!J!xg`;6xkt$7G{upsO~h5{H~OOHM>WOLUYj3v2ccXH67dlfY{o
zYTJZ!^hK?802yai5?47W*<Rn6E|$903y3<6G}}XIjBK7|NF?MPB&U+SVbVzRI;q7I
zo^WbmD5sjdn!h94Fg=wjJS$jKg@JM5abyTb>1apARlyq=2mayC#bS%VVFnQZ8)fn>
zt?+~xs1<QIr@BYn^b~^egizx3#ig^G-p)kr!(q_T_~%&wq>3yYr$uk#1ZG~bT*F0K
zIN-(AjaHjy7!7OlfI3z0;kWXPxY-7%=tQ2qNmQK;q^saAe{b^gCN~nt@dkBzY__ty
z{Vv#ZEL4xc8Qw_cS*GSn5tAnv2RdBAND<LzFfhflf}!h?RUZq}sT7-hBm-w3wOO9M
zH*R(O%c)2fgm8|rRIj#Xo5l9fXgy<~ZT@b9-Dpg@jp$T3Mbn_x?9dR6uI65R(Puo(
zkbr6wjsyPSLQo%B3G9QA4l;o_um@5u=xEwKD}tQFJ2;X=|4^%XVfdZ}U4=Q35iZM1
z6^!DvVpkhy@tO;xDpO(~5f}%0Pdg|#M>bALdl`jr1LagPE%R6G)W0;c?)V3G=#GWu
zRPqqV3P$BnBJUZ+0Y1pH2V8uJEf6E_k<}9R>{S&;#UY(4Wmhh}nFK*V#6kFQ@Tg7m
z%s{P5BcM*T`#Kn0N_xR-)cO)FmxJc52=D!9_D1gX!zvOqr=o-1<~)v*r-?5Qm0cXt
zsS@Mwvh^nerK=dW*_F-;4BG6<>GtTmU-}cDF~Fcbbk0i|F@ku4JCve&XNacB<_$%N
zBVi#AZ-p&X3d>Mc1TCSe3(H!SpgC3TBRcqHt7&TT=rZ%q1=AI=)YaVwzKPaF7$=;H
z>?_C26AMu}Y{~B{)tiW~OUkg$F1a9h58;xQx8XG5Ecd;0O}s&Fv>_&}$1~+p^;l?5
zHPbZGOP-Ni;~8aCEe6b~L<gzZ=_s^{ScC2k?K5Gc5(OjYVw4-8VV#Qi@{n;pSR5e^
z9@dx4L<`NS=76$pBgR<5nmq23Vx$Y`RJKp0u|!9fS+WM&a85;f7?|tT>zxv=9U8ib
z9X8A}gu4whm`;_Nk?JbZky|&Ek@{{@)s@*a+@3fg!@W02Q!$6!Dca(N@R2yvL#Txr
z@VNF4f&&g0a~@l&O$Ed8JyX&sh*S~qEmngL!^ug?PF}VfAfD<u3>VL1Tgtshc@x5u
zyb;24QZyec4h|VX#!~Y(p2Mjpd1V%-aj^NS$s2Crj>r^hFiKAD=m?LOn)vJBa(Smh
zhn9WP-e>6cAH1N+a|=ie8qGElpjc|&0d(qm6t^)|xl;~kuT$Kdwl=|%AvMyKPt}G~
zuiD%~`k20Av(h`P;yKnFr{-yC&2uy-8kM)k=}M}Q;hcINDYn~1o^=gvpwJSkkeNpe
ztS!$KICVZe*K3qU;HXsCGS^?2n9JZQ3E!#l5i}0(d><~vSe2u;k}J@4ve8wB)$+#_
z(KsR<wYfTlt%|<Kj&Iz<)me1o9{&8I{Gl87@QZHT!ymeF4}a*!J^Y~?_wa{q+`}Jw
z^U%4aUax;cO|H-TdR#??JI~fg?amcxH(}AZ!gqM7OdBiMxE#D9Z{v~TbVuM7zR2qe
zpD@0{ru7P6c6Wt|y~4C!VN$Q~-GEn^&?`*m6(;ivQ+b7nyuvhI>4kTR-OyUJh?vB^
zW!k*)8b59ai`>%ITEv|SjivtjQ+(~)aa?J*NSCxRnYEA5-CL`rxl32*BDSFyfz@uh
z<GSlq@t>sPYe|{9xFbmc*vHhc?I3So`DGXW8DHUzR(o*Km!1D($X{E9%7solf)&5Y
z%P#l{Uq$Aic?sJSoKvKB*<bLLO}eAYF8CQ=L385=S89&dI}QD;uc*De;lFdsuKja9
z2s^0dyIIQy_%$CugnXW)O1HL){)VsU_E4_o<}0Vszl~CsbdBR}^2e{lva9_as&*BR
z;z|*X17TsD=IyS~R_o#{8|L>2W?fi7L78sG_sKYvf5D~PD3)A3V_kM-*Ym{~xyB=m
z7E~8n*~R~m$qX;6P-L3fSPa74CS=3>i5F%7C34M=4e_765ax~xq2w8LgO$U%zZl8`
zT`atD%C7mpdTTZv#jQCXUMyu}{5LO#IUyLqfRS}t@HbR^tsa1t6ih#hm&VQr2jG8r
z>o<#K5d^;!|Cbjeu@Q9tlg)!0ZX=bC>XHfYMrequz$!0*83zR540#yhxI5LarP9$s
z#F!eZ@G)$PcZ#m}6^#<k^-@v3<jE<&$yeT6HDAkQGi@ssb<E9LZQ`6Nb|9Z+*Nk<D
zUAttX-x@<VUAwSA7d*}Ps`;T1wRdB<d_NEC=BgOx$BTS5ltbwqu{z`4AnL9*)bxE2
zPVN0+#m16b1^7sqbtRNT$lXN9YH_1gmomC+gQz=rY{uoNY)qHUNMILN8!3~>n23{M
zCe<zu1szLrdy~_W`{NM)mSB+r7c@C#cT(A?X)%4uBH*pn@;q+dwb`(X3Om{vpX4RT
zG6AjjJ)uNR{3u2Q%T;`Jho0SWMi?6xNAU=DFCoMPYlfM~RZ2E94lpMpUaIL2_5~t#
zv4g&1p4*b_GLQMn7~dzs;d|Uy%2*2av+Na9yT&8FvZlraAMKd0lu<4n#xmC*sVeE-
z^V-uWY?(AO=ZqDL-&SPf%=n1#M0oWbOoAq%0JV;&m5k{+>BIBv+;#C{7Yo@WzQqS=
zx>7=eBi9AlfM<MwW(u7IXkP<l!@bo9=ZUzQCPyy#vBAE=2WHQ8)J6eFAe@;o<Ika>
zr4YtShRvZOzBv{bf7w^BG1)#4>lz-r1tlMnF*F{eE;%KR7R{x>urAZF>8ScJJe=ek
zC+vcC6tp;L9PyBJDiU5?;}G7YN*$Z;;h|GJy!XZ?p-nI`Lu+ilpAvPmjSbZE0(p!K
z(?plp*rhK~>8Mv|JZqN<b>WQz@R|?6Ob#Ld;dL}N4PWVlNTfksI%5O8+Xs*&)bM5*
z8{unw2*ww5TY+8{-a_N>;(b08<CrC*TykLki4Vp&G%gI^0b@7i>wTp?os-ppRuARA
z7>9z_eHcj;5Rg;)gTB&9^3=Ds*iHDqd;m#0Wo~A%A-*LQM0op(4e@P0h$Kc@7p&MA
z-{HgXFfu#@<1q5OQQ9(7W}XnLKv<4F!ti<&n}qN4k>D8$T`1?;6C3WI``|p@gcnX-
zPGRHyOCO$R-=B*Y9-?;m^{+BvnL9{qy8ew1Ybe{CyG3lcf9r!Y>m&&RRX2y&K>xQ7
z$TI@D{L<Hg*hoL=LmH@Kdc!E)BjParXM9itg{YzUjt~dyV?Hd8^J^LyV$sTO(WUGY
zKD2>i)M)x%4~Mv4@WJhacN5t@8YeEYz0*Pcj1P5SpVCAUYTUQ_tPjtuw0e|{@q9;&
z9Xdbf!yVpw#s!t;nhXc^*L<i)hVqnAd6T*S-V3LW-|*G(W$EikZpCl=YVeHxmS*Vd
zBJ582J3g3!qEja?1lPV_!ePMg`EUpJQ1@a7o5nBrum&0q=h6ln>We<8f!$NhOT$|p
zoL2s!56&}>G(vE%IiLe14&a~o0L^;3rzg39a-_p<@qh9m4s3DkJ_H-?FRlho?m4jG
z{;LmeAOk(O7ubOR%?FtEE&?0)Z+yT92lZ&{wt)D(0ygyj@IeneuxLRiTZsSVgB>XO
z*!h2(${TL?%-ja5rV7N`7X~=WzRHI<(7Z>_$Yb4xFL<@-T<b&igo{j{jH1%9euvQY
zKFEPaQZ^5J4s1KPn=<114lCO%*y_U_!UBqQyXTu7Qg`?u2l|u3UpgG`0Nv^X8Ypz4
zY#1l+@SzUWb&l=J9XfoL-68UBAKXwPhlwTULmg=Bh6rWC2RP7=<L#~3!x|nXcba{_
z4{x9$N<6@AtK-h}u<lXo@Wi)6?Jghez+RbrzS<^tw-5KRL6+V+mh3x_?NGhfhdyu|
zvCv~Ds~zYAKIkmRm~Czx^nu<S=LViQ#5{&_RxH62+d_%Rd1SlZ$9?sB{96Yl?*1I{
z!FWPD1Y?~kwkbK50>U~sY(qTdgYbB;M1_0iH|8OJxev<YSjVB_%z4&_<%u{EmVKhv
zZrXD`43AL@F?{EAZNSq$K+oC(0XipfZIBmzAl9m)eh&yhBI^WiM@dU>Jz+#Hqfgb^
zmA>Sw)Dub20P*9pHd?`l=84z4Xz>Qk`f&UT<2~qV(-ioyJb`baNuOr55h^|ed(U6|
z)T&+lysx+?8YKh_ih(qINM?^oIMWg&IeBVR@`|r~qPD2>r8Yp<2jJIpKHaGg&pB51
zq7TGxYa>TQZBkzKp(OG`PJ-IyFZ;@SmMevqo->{{*t>jS9#_r+i=N%I;lA1jm)MQm
zqnS3&d$ZuElb1Hm6(3F_uhhvMif5>603Gr7ePD??WSyF{Df)m9#IveNdk&o1zYzs3
zQ|XxvP?6ZtN4xG1`RYyrB5&9_Ch5@f&6$AIu|=DrZ}kCr^o5&76qzHA4nZIG;g~&W
zp?#5ES5DFILQ#vap32o$E$3vR-H7k?Rqk<~6pnpz(1!T|AB@MkC>S!gp62|Z55+S}
zQ7CGP;v6J&*z?0ayyV8&C;IHh{fH07Gn6Q@R8Lgr{~UsT%!iaLHRm**P0>euI3CmB
zQe>U8v%!AC2R5{M`VgIs^wT~hvtdeWvcr;}MHx$lJuZTKD$cI&<G%VlMlE*k%?A0T
z55#OzQ0Gppvu~>KXK5$YXI$zH*J8!o6KgicXNdr3+lHB%4u**wJ+nbSN1*N&N;8Xy
zqdv*UtJFa?Egx>-uf?b{F8dH1bz00O>o?+LnZV#MI0>*j)ctlG&x{F4czlA%f%%<S
zBaIs|5Jer`vYYsOagvN@KNyS;W!YF?Agt&X&{0Wax5sJb7kzMBkk2_E=@j`x6fxbi
zSNreyeHn*`uE%E3+70;VuYZ=`)Z#f;R5?{S#Yc5&TPXLR-4z}iqLVx(b$29{PJ)=!
zLy=TEZDCR`M^b6GwMqSqNewqHn$#~wQfU{PN&WAURN9$kQXjuFY!M^Vh6t0o4oy|<
z<x~oBnAAOyRGLVd)Yl@Z<U5(vZ-}Il2VhcvJd#Sr)uevRq=v@Jr2b(fl_Vdgn)7Ej
zw(({s(f~OH7oJPIvC}Qn^Zt4qhM1>4mAGRN4^+PX>Ut52I($s7zji)o&}A^#Ty*Q*
zR7-!OI<!`AmT)1!Qh#gV3?@Pytic0D`YRn-yA8Sfn+x^gtBZxM$`If%TYt5b$H_fF
z^HO_%6<f0<+WTI+3*~Be)5ksZaW6jJxAfkn+4n8=*W&D(&;rUAr@~*AQ?)ygZ8B1}
zzd_VJmyG^^g}%Cj7gClgOSLIHOoCj0nlt5|E6xXAdh-^dLu8cX{`Tkiv|r94@_kFa
z{#dcmY#0$R-xc%UyHtB4DyZGhB;ps*stCrf{q*aAO4EAKUxf_~3nWb(o?KnUfrJ2W
zNL{a_*h2_tslNq-3g5B!LZkZ1v1+LcLG64uG~~W~J~aBf3$Ju{7pmke?H2o<?_8K)
z`T&GYM>YBM<Lmt~E9t$sd@BLK^}IqLItZ$Owt2Du@Qn$890pd?$2e7+BFSLZ-8Wu$
z9nnq)QeW?H;3Jv1ZX(~pnRz7Nr;@2@rd9LRIZB*ViF7FS^*#koaqUhO0r>VDuD>hn
z$*X*i49+*L^X+r;Z89&YWX7PvX(z)D*#>Vm*6M7JJJ~jw9j`jW5hufDYdgKp@uZVu
zy}I;6r+%4}x|Vi)=%hVP(mGzv)M@uSX>0I~3!QS*Nm)y?S)KHhn?%=b>7*}rlD6uN
zEJplb*<((gTXi05Z@xx*vy*eZig4-FXPnfnPB1~|dDzLbjsr_NZMT!QmhNoRNe7&y
z?UC2S>RkJsTx;ny#X9LtPSQrYwyOXid_kula?&^G?ejW$uamr~!#mfzK_?_|r;}la
z-Yai*sH3NW)yJJ|oA?|9&!BZhyPOQ0IfG34b&iLUa$L|k9&~a@CA=c5Gd%5NSWB^O
zos@Ty#w5b56Q6JrwSXncqw_rA<XOwxUdi~O@l#IHdbJf*7ks0Wx|TND>ZC`Vq)jx@
zmR+<eLyxS}x06Z#PWmX*M~yxf=;H!?JVhTJ`uIBf_;LF9Df;-=^zj0Hyq`YaMjtcu
z@lN{qXY}#?^wFY^chJWv`Y6)Jzo3urp^ruSc%DAKiazG)<7?^To9N?5>EomH@gDm4
zr}Xjf=wpdK&eF#>(8mwq<MrA8nsOaO1IC`(5j^N`Jcid@;eC5$8hSc1-t@OMv7S-o
zdxmM8D)ib_j9dM6Q0W%mjZDARV>yoQ{-xzk`n{Dej4R<fFS?VeM`+~SYzm!aHtkE3
zZ@UP$i8gKI3Wd2|7q7Q06mr#t7M3M*#Rj&Zum{r_<1BmvsoAV|bdGwvS11*+Iabnf
z(h--d=)`Ae&mhKtT{#S(&BoYRftJVte>it`yg`@P*XixgOvw1I+_-hje*E0n*jPE3
z%SEzHa^^!h>`czRGp8#!i$Uhx&fL`Fxo)pj59sHvobz$+&{z)ts&lz&2b+Gn#YQO*
ztX+h)Q<5o5I{*(FIePPkP*%WQm<%iVcWNM9o<IjqHOhE_Y)rdQ7`MQ1vmG@Sq)e7}
z=CEj<D}k;YH{u)vDXQRSOd|8n+~LEyeTEoHC5(pvviHCNQzWRPDR!a#ZXt{_oe&>h
zYv3mH?w8z)#d<F|PA`?6oEv|p0Sj6!3vGvTuQ84HwJ(oLgNYKw8W6<L=|DuBmWU_m
z`=Mlsu{<FKp`6Jn(1pif=+RRrPCb9R@Wk5-FCIDZ!tp%L4l>%V+{tDm2qk2dsdhNY
zaDh4okj5v*a}VXl$Mdx&?w+aOoqDC6XZIdDm+!T30ng;l{Hy4l^~t@K@Q7@~6NrJJ
z^0=m*#=y$t_>)iC8bEwgb<v-*ho<%#DJq6if^bxH&(MudaFkwraRzT70JYqW&Vnbq
zT-B$}^5(EBPA(KLb<nX6KfHe@_n|~x=6*CvzY#q)Y(IJAS>Za98euzS2ESoCB0P`i
z53`Q0*Fbk{cNO<0Z00dK+RcB@P9GA^Db44H++iLzVpUaeha<+FJ+$}SuH5v)JJ}vc
zUxj@4#~<!L^ss)2p2p$`JDI8KV63Xiu$z&nJryUU8zK@i7=jWqJbdV&qBzVTdYQIk
zPUOyD1kRN)!y&=Z405g-lyhwITZ`plqg%yYKF>aLCP$ad!*uQ(o5-CGf?TEBZFLUq
z-aQY^@6BSNcwu*^xX=sg;Mj#~W4A6m=Bf@v`Wn+b4wF*~W?_cL59KEJ?%%U3w|D<R
zd>lByA3JxcY@pzkUU0Dj6U#XdP|kgnX*!Y<*V#}GN>?B*64J5#9B*8uT+@3W(fOwL
zy7^wkNN9-iLCpr$d6k7|*iRpOrCv?<Y_$Wjg<?)d+om6V*r{o@j@w-o$tWEGsAHt6
z1m$9Vq1h-KAa42|x9OUVAxNZ}UO*>lf-a#<?*k?K_YuVrYOo`)!8slV`hGBl{s$|=
zCiU9&#f#0R5VIGF(+BtCgDEoEO2u-})f7DnsObaL_J`f(;Wn;zw;l945ottoHK9*<
zDFC;B8i~`?^nH<BO&m}NImD7Z7|YSX;hT#=TN5_DhrsqfiWcq@P0-E6?KX{0wa$VO
zMPj{-$hXw4E_9mAFA+W9qD@>Za=MVhtaSKU#yd_mImkow>?3*%D=A0Gpm4G;&pfWy
z2pVmXj1me-W;%v8kL$oh#;9rfVf_)QbDl0qq-;bJF$(|1vy1?AzEV72<@yd%RR^JV
z(|cTYQya;*ZFIT!a`O^cf!B6lz{{8vZ3juU2yA~G5DL*yJ(T+IG?|xp8=44jRau*-
z4}dbZEPKGWNK-M<<|dGEyf_{1qm*awK58KWO;i7f03o0jQa?>yaQYzi4DO7s&?$Nt
z8plU~^e{x}lRRhCLM28#0wU@EXw?LW%2{Ru^1%asrPsvUZ<O@+?ja+wCk|*C6zU$t
z+^D(*K?`#Ns~-_tqQXL^&iO^F8%#ecTI)8Ux}Y1$2EcsS?W9c7LX*zl>`YDEHxXI^
zG9=UcMdVI}bJcb*+pdavo_+)^+=pEBzl8;h0>fhsO;EMHtVKMW8IjVS*-kf<J;AUr
zqj<eirBmf@fLgT1I#tf&3X{%kv)yEEW1D0?Ooj86W~XZiV*}<JUCD4T5|45;ppqah
z9NVz$on||ZO#58j4n?z<GK3#Cj_$O?Z^{s<hLRWY%Dv`AqGtLL^bO`fL|a1fhIKHQ
zRS~X>3l_@(!-!MCEsMyb((F2#De4j#GY~tf78|Pb@1<eqQ8b(Wx9X!z^DK-<gn84E
zu?epPXmh9I_Q*$sn$SoJ!J?BcgX+Z#m}UfRmKE0^)%bIvH+3pTtXv)YC`PdL;>AX&
zkJEcuuhFsy9$rTXAEY`rrv^IarI<;y)?!1Q-jb?2v50S)3`c|+oDJiv8m);iuewM+
zHSp~f>ZHPWt>M^b^hf$2(@8EvluoU#VzAh1MNAjhZ`i{Ig4`x;DzvMh^ND~Bk`K;R
zxPxH!^rNEY4w^NV5VzTFijE~*tv#4fe`F&y{fMW%mVFgpjcq!!$5IHApfj3GPs8d@
z?}He5bc}LQ<yH1}NZxJ`)Qx%&B)h_qF_PP5i!qeBQUSxMg>Zl(E=3!?V7!D-TVw5Q
zh>K$x?1;8nUJ3VGsm0MJ%qN=CH?&oANm;<2w%$U~oq6mb6GHYRDlN&a`2-{ai@5rd
z$MRebf}7+DMTcL>*y^<r7GtAIwse~3IwUMhoRZVlCvs$`$%~ktc2!hmwY`(+z2wNS
z+eBR?j@zR5*oK{n`9tsr+_6-U9ruI$9&tS)PMPEt4@5g>k5Zf1Ns3ThEjMiAw3l^?
zT1Mzb{}(WS$KBw?1-6^YT2c-sIGh75AYQ%L#?AT0ywX^-S71%HW~o#}xY5lueb9Bt
z8^sI7TGI^EY+iX@r3OH)@5sm|2DA|CxJE-d#%N3=6-Cr~raq#~>^rj_gkz`MGR{y&
z)Rr@mUp-CpzsTe+>R8iMF@nRcw;ndBNi@rd=FyI~_!Od*u0qg4TWH&vkE~u|>RdR^
zsy&S911wll1^E^Vg_rJZ|8|<j?7af(sxD=9^lL90IHEJ^!M2L6;$jg(Y#CwmG%nJ0
zS^<LPExc;dWMhAd`>qitVvjw}!3Kh+6A!xz?T#btj_ir#z;Qu_;QqjqQu<~od#ia7
z&V)8J(~r<l%_cUYG?w)stpV4gx@XH7$*x?`PZnpxs6sf`iB5Rh&BbCkI*>w%&mQSg
zonpCMhfl796vShmzf#9H{IkbTP4D!yt6CkrPRS6qmxlN0hw%{!&)61mKaE*b<w19{
zi9DSO99JV$>3ps_b*e$5A=6tD2Mzuae+&VK3*z2QlSs{n-83^#vc~a92X$tS(=^gQ
zN<xW@B9VcfYGkvZrb628M8^2UYz^_-K`Y6Em4H9Ou7^eD*dRcHRzbM1KHE<qSBAam
z>4;;FB^+iqhl41Mr}q}4x`8;DloVP!JDpY?WmMctZmLW<*<m$`)NSI@Y?)?JvuJ#I
z#O+1SU`6^PeQ1v>doxjHOC$4x$Vhn+mo0E`PK6SQ(UD1fWRwt2GrL13bC%9R^SlfN
ztYPNEw9MyWx#E%>;g~IBHK~vp4KHJT!d;7@(C&ppx%0f(b$(aw0<CwMJiKs#AnpR*
zxp;YuS0pz_miU(XH)7#$X=d%r4(x7PZ><<D)jp3k(wSRl?m@zK&#H#X@P?WF*fB(_
zoiS{_Gdu$N^VqJ^i!F?Hm--v6wNl*VJ^8lzb)zqpws6^cy*jJcLZ8D=-x}$ew?B8h
zaP;ZpM`xZn`IO2K+0LjT&d^%wi+t<p*ccW;oT9QW!4doLRTS3sm>!HLik$%Bd*S)#
zkDokKc=4IzZ$19}p`29-WxygUEvZ4O^hd49x))XA#R*t=jg%8|#>dB>3c9&&CCI5V
zbQ}?v^wU-cyiY<lljf0)!~FC0=4`Q^b4lV9wAOt}>l8$hS&oUMAGRr)RO=$LyyoUq
zZQ?W1y*3Utc6s3(i+@67j3on`dm7Cxx{WM$90q{s5gMFcki7at>*chD6E1N}8+O^u
zAhB9Y)UsGa3ygXt_$V*?=fIKNYjkz7V#LnNxkyt4Jg-)WUA97FB$?%>mgUqFwG<o_
z%Y{<s!X)(+y`oRuWLNINVtc-WKM$VA?P2qsfgFDxFu9|rU(C@q3hY=Y=inmbs?fTo
z!*@-r(lxcip@jly75;0L$C%Xe97u1Kag@g*FHREYRm;&tG`C_WmNJ6{PLk>X740lm
zDqk$d9b&RPw<||zhv~!7);Q1TX7~DXaP2q&xqQR^4CWf#nV<{B&C0_9EhZk~B}G}U
z21kz-yTvElXx}-D!_pXL3TZIuLda|;g4g^HQ(rd<!P$3;yaqFxwp<vPT{%b><578z
z>C3Bu$QTi&B+wwa`pL+}fFw(YN~>~AAzh;+3z!ee9}=$Cbjz$tq8xmyBf~6q*nmY(
z7O`(b(rBAr`20+}hsOgu#fzXMv_ojHZGlxAwb7NIqbn-4$*AhCoF@CQ{;~_p^{vIj
z^f820)}}*QMZZdh31di&u8Ln|4{{c5q%q6EKnrq`TYB|uw05cr2eJB&NDucJRy0wc
zR=tP)W9BKOJ&rjGRuCHFLp14BD`*fq7&k{`hojd>nqyOF5w|O6(d1JT*{tRoPvzci
znAr;dZ(DrCR_Qxt?xJn++JLL4_s%?kr(^t-jgET$;LHJfPK}YitDYa6c>>S3@N-LY
zD)soxDWtBqTBj18pLx6TJvT*(CqFY%gdbUy@^6Pme&TH_r+DZS47)w_q!;yO;ook@
z*dqsLh#~60!{pmaH;&}xsu8rasP+cBd;g9!7I)>2VmKjxFLZo^aN{6OM_}Uzc0Q2j
z;qDAP9e=+G?GB{TifMcrV|E?WWZLy4uRQaVm^7Q)l(Pea_k0m+n&liOTGFG#W|KQv
zDq<T#IXAnQyV!1G6JvO3QjTL;lbxNc`MOSac%NBV=<xt9zSFQet2(>#5HG^iU>6B0
z>$Yjb4Tf8?qE0>0W`~}&upt+=0j!l)J@vvfuvet$0z?Lpwo+n)Vx!tE6wHn#G!cGB
zrP(}xD3sONv*h!g4Xec#qwqWYNLy@3f|zAfmgP|rYQ7+J5jLz1{ZZ}}69O-rwn|P?
z)>z4Kx2ppIJ<FR1p~K)lMpe<;!<@<orF4gsOUx5`jKS<usX)z_Z`crtkyak+cH7iC
z6oplL$dA&%b1AlP+fT=peW_MQhn-nBGX@j0-J@qJ!^W9S$Z-4dNWaKyIV+2_W9C+5
zyTg-BNkQeioz12XE?^d^Z1>FM0JkLyr)b(rsXX=e<RCj#`(2!V<5_smZ+~Ey%pPTu
zMF$h_7q*RLl6cmHGS(hsQFgLMECg+l<kvHLgEFU`3@)A_+4B#6(~5jOfjE(T<NcQ^
z-JZA0qm%IN%2v74*h7k4)Ez!(C0U*oYjGMcU88Mu7<<Ju294f=o}wSecg*i)2R6R9
z7HN9YXh}|fkayd7gkJA=qIw>7)E^c|oa_`>yQnDCS9X`$jyn8hxbbGQDf+vvN_u@{
znu`5@Eja28OhJWwSGzl7W+$>!GsMG8k7Nf;5r&;*_MXMvy<lFB|D2;?z}i^OK;zu5
zWAIks-;n*22S@o5H0KfJVNmBOy(`Cg@LaP~rIUR6Av9;f&SYMZrE^5u5_?RlhKHcu
zFSD=(;DXZ3NxNAzM<wEUMkO8;7m+r`3hAa(vC{!Yo6b&48bd3Cgi_SOxyM3K=5LH5
zi}SfIZQI9$PL1bWlGuBsUM+Seq3t?iA>$bKd(+en14yZkH~~$oI(lBkP%`Jt=kw<*
zdu>?<j85GE`}=TcPpj$?IqMLpFaRkH1Y?C#xR&T?0m{Y+Xx^mc5I#|Y(RTVp|7bc&
zxoD{7+-B-28Mx9&42LrM>eVG;+kIK%b*lY$Zd}K9db4;3a&<Py5pPwPhw4F)2Tn-H
z|GWg|Yz+FYrrz{bjjAE{&W2^5QO7KH<z5@d_Dx(~sa`O|^N<dL_soII#*GV$PU6i;
zMRx5DhtF6Qlr;6+^+=8n%VKjfHv^QH1J$l#F6<l}6sjVcAyi1UdGP^WemSh*?D!>e
zGZ)9tz5FuygRs$6cmQP00Q~aHqF8pXW1;W|iZIjZ1OUaK*j6BvS%nVcm<w4BmOVBT
z@O!U73b@nm@k=N3VxbV2;xD4&bnZ#1cQhJibS56VBddb58}$yn0Ag>Ua2bv*sWu!<
zkV7Y5x>f7~gm38SZ(3%P+-1*>+pPt2Xe6YrbxwDyYf3AhqUHwbu}Y8TXCsutF>SQ+
zi0sj5<^Hg3j5g|%G~^o9qF*enZgDo(Qik8S(%ohYoqZgCq;t@<b@YJ#%9Gh<7wbm!
zOuorezLSm~@)rnO8M^`*x)+P;oQvbAci1T<IkI)*kdGVnrW|>eG>|EytwZgg6*}1z
zqYn?$SRK~@*d>Eklykl-*F@-}eJI!Dcds%96rM6V=o(4Ry(_2NWLaNtopjuZi%1(n
z!=<bWN5Dcx=`nZmB-$yCmJu2kJ;E%&Jc@=B79kB2xn8RbjaNOM=V+LJoyS~s66?qm
zt|H@vr7Cgvv5}&{Uw6_(v8_0YoVi2jK;0Zg6v_VxiG3bP*Z~+^3X`NDg3zd(CUod+
zoLd>71e~Kx$B0l&At=(W6R{U=f;1x6oa2ZU5g;{(jfxaGRWJLBFtyLjA@D=(rekZ0
zHk=Z{gar-S#T5t@FqX7fz*h3u@e{|-96$E*%Tli&19m8AhaiSF8%V$FQX`SgXR;>L
zd(JQ56bA(t<eZzT7rj91-sHG?rq(Akpp!*EBxA@L+Po;zd8Z|0X?*-Sx88^#Y==Bz
zyf@=632f%*ihoO;8(=c+r5;K8q-ruf3N7Wqj->dq)crD>A0m+cSu<Jn{-dyu7(X;k
zFOggR2lNwG?;$-zx&U*Dn@*JS)F-JotgH%C^`Xu%ZHBZVf>Vb1II@v#PQyt$hA!{Z
z9%^oaORYA{tF|^cpw=ni46onngd8=-hK<u;8xxi~YMYjXf<zCj0|tq(*l|1xI^-r(
z=Y|8Jny2lVP%H}*VWGEH0va;dJ`kn`fW?L8&cUK$<{Jj9Fvj9QIu{P51)F1JWpzHz
zMUaL{hXPI?-s7&erxi|<`R8?P?TENjeKj#1E1X6kq8@}ZL0BH~s|*5$$`I|`SeR3J
zIqYvmQOI8wF9FjaI)RL#+I0~yCP*7GHd6|Xvg0^Vj%Wt~j~fQ4X*yO}ah=V4M{FSV
z9Q`CuUrfM|JJkaQD)#_Pb{TF)P-34l_go!Yp@JMDsksM2f9(O-IV_A)JW^)k1VjIh
zsgh8zw+aa+-AtpDxeMV~%;NeULG!D#y>7U6El1sRuW9cW2bgm>sEuXuT=;h2+-t-X
zIoixYxI4l*0NY)-&fx@81-%Z;9C;t&Qf@vK^4ia7Tf;Q+yvcc2MNiB;i=ykoWL4@I
zKfXPDtUd2Y>9@>0kJ1KQXHzK8aq@bgXkS((ylv(kR8EhDK$Y09B5HP~6iF6eQ6&d6
zb4cE7l_rN!C01t6BXO-xR23Ha>4s<EagfcVaY^O>Co^A9`E`oQ-{7ZXX1r3*U!VC-
z<ldlduZ8o`nV%vYoucx84?kVcB9qRbs{O>wXWu80NT(8B9kGbv-?nsQu_PLTL{xHH
zSFe_YuP;Vq@-Lpq8ks~dH7g``jLq5CgOEGAET#wWQ;VIhjtlDkDM7(kx(E`gzWkQ%
zTlr<Wyr}^{Bu6;$RJp<n1-n4smD9;?X1$R}LyH{{c<HD|ao+^aA_Z;zb78jmMDvpT
zIzjhk$=74mV!b&p-=D*=lqY(aAvIJsls^t9IShtsV)C>+MCa=BxMB%6>Zq&dG&OIb
zjVwaUn9v;xD3Vj?=C1Z4Z#<%sQaL}2{FIc_e2>s++6Q4}mGYVeDta5%OUw)dN>;5h
z{8}&+n~416k->UKy-4@=@UiaYA+N%!@dBuNz~O`f=BG-^LP9vIU@f<e-Hb|Dtzuhq
zA&f>4ZbCd#K{^{|$cA%NEfiUV^H25~Ow&`nDqC%pxl1?2U~^o)c**eV2)>(4QE7*Q
zvZ9t$0%IyofyQtkePTKP0T2IlyQZXF%U+3&0X$1_A#S25*rd`hiNx7T7n|{F64hop
zp8BzGa)DJ{xuJZ(UlvO-Vq-nOH!Htrj`6a_P)yHD?FfT)X#Y<U;ruQ|k;nt2HBy!m
zBA7)?W)`qxrwSJi9s?FmDg33uIPBKIzW8=k5%FA+cK^T&5jjtV{}>Rej0=V(%+8zc
zw6gQG+VV=tAW}2yh(=A-Y3)L!Lq00Vi#U@`K!qzJ!J@a!Nw1<`YI_cSO{N0#G+a8v
z`wBH>c?5wBO6Y_k)41j7@TGMUo|bKtrU>0Z+pV@F(b;Ng@?1a+8Vpw3e-bj`nmXhu
zNA?I&gRBrtrzdxsXlFpo17)Ir!bD#FJZ#xkLkMM3Cb=LR^A5i@{t6XCEEgk9{w<<6
zm)#=77T(t8K4z{Q=1(_4@#L`j>n18@99DnbM8$-|>aR&OzNFR1gxJtC;z>E88kQCw
zwtpbbTWMZA%poa*M|y-82X}EK-Qj_wXevV<L6Q^2MO=?E$=rGoBc=Mi(~Fpw+qQ5E
z4MNI7E>nr|khmUn{iRS1jmrpJcb>)eN%-D$f?xe-g1*M)xYkA~%qaZ^VKv;~1N-Z4
z6E=*uI#yEep!gW+Zm7D}wl~taf7sqb6wLRk1zbI8HsDzlTD^-^E2>V!p~2hbEE)cv
z+C6P1AJ*J9N@Q{9f5+aoqK=6ye2F&?-wqS$<@Zqv$BsXF<b@Mw3Uqjb#<u5!POpx&
z4v9nX^@`ku)yDY(U9Q%FpE)U3>QGK>7mS28O8EA#Dl;PS30bZU=UlIJ^Pckzg|~E{
z#RNnuAU|G081ABkkg-dVVRcz$M$sn8q6{?~Z@&D=TK?4_b`wk>C5ogV?0eVZi*;%-
zmVza+(O&A1jrMT2s*M(|1XbZ{RYQD~!GRyRU$pntkmI&r6-BHm$}Ni*)Co;1Xs$UK
z%f3tJFkO<0sQ`^CotJHtN*Tg|&|vF)@C-3Vsk0e`1FCf{IH~SJmsJn%p0adL@3Ukb
z98u>;RUB;-ZyA~}RGp>mpj8!#k*e6iWD?m-7m$@h?vTsu0hZ($3Z<Yqx9Way1JL1c
zn=}ogok;V!laZf%mY2k2TLi}IbLu`sgj}Ce2XrVGdDS?LT*a6Rl@dgD<7xXd4d9({
z9pXYdR?&jGD^S&xv$By$|C;Qg57KrAT!l!RB{219<Syie6dn1bCjTGM+{peD?87=k
za@lFKfp;eJ*@Wd6J@5AZM<o6@Kdcyy!xdHzz8Q7d`@=s7Q%LN(U+{NwD^&;KuIlL|
zyfs}+&Ln)QU9i$LYR8VVQ3Bm~$`e0a$BD_c8WmKZlyZ5R{lHd>-3<@O(B-JA5;kS1
z=}^v!`iK{&tA^##4<c0}@I>pO#zZLNI?x`YvJs6j)28e%(T<4~4)_UKyVSbpVH!f?
z4J1}ut&BA=<SRAK!^;(I7PpHXC5g)+T;2}y`l@cdIZB1@j-e&ITkt8o)~xjef@U;2
zxvqj{Ni?tJC|GP%6@`rCss7yfYhV(q>*cA}9Ov;e_7KTt48?3Bz}+Qhp>r?Jjvduh
z5hU#lvBWuo((=fethVBGt$?~VFv8Lezao-Q(ee0jZrZqd)GXvw+0O34cBdf{c<r))
zv4_iWdkvgV9nMYzly(AJT0oK`aieM>5SjA0-F$MKo<hz8i4Xz^gZ_D%AWlGtZ1TI>
zl2AG<hrNff##+}atBNH%tAYz3+gUj`ej;ehBghFyi3j6j;66w0a|=EAPY95{DTg}%
z=CR-IwZ>)byT_E8DrQk}kKtd$;|Cw)uXJUt(@n;3BxoM~8O}_QeYRE>UW}|~C|h2_
z!5a$I9kxaRQQ=ahiN)*A;bb?L)&Sh<xTU;EqU~FV?->ZNP^Ic{T~jY=Xfa1eWV3+X
z%Px(UE06)xa-*WatQMiH9XsHmndE28i_7xRZDr3y(i%NEAtiCe1lAwZN;arvQnPE`
zFq%!MS+CmDA}dixSwNHF>YeJ>qlWy{K3;6O#-c9Y@P5|bC@LO3b<KBLr;6Un5ld*c
zzsxz|2bJR8IdbBcnNQF3QE<s+*&z<VGDGKRaY2&?vvjm6i;<IB9hpPwhuX_@nCmhJ
zi;bNTT-kgw2vqX1rt66lT^o-Lg-}tVoc_Vzz*1;|4)va(Z<Er*2hNT^5YLpy_1$>4
zU>R2CFm7>*g3uC#12TRt4$@8n8N37_@#e$h6`Wyum6mqv)-nb)L;@6@!)FuNju3-t
zD#GQwHPz){nBKPJO~72Lqk928(f`;&%5nqW^Dg6yx+{h<84hxdxQvZL-r$lG_116+
zgwvbea93;@4pgIobyO8+r!%JEgxJWHWx~D1D|oe(aFKP`($(_ZA?MTvXiOr96(kfr
zm`DvmWwgbC52dRu^&O0~XU`cHD4(4Qh<nFWdYh3%rK(IQ^S95`C%If9gO@zUfMTXY
zvtH3A;Tw7w->SvUX2N(n5S~>r{s~{tFdElXedRf&tr04@E}Bcb0|_&o?fp^i#$s_q
z@nvyLo{J5Y)aa;dMn&IvVB4X?|9^Ym9wX_M-L*aJ%kB63vAf>dvNl`eZP$ACm1S@n
zk9%g;!{@Tc(`|cq+q0GGuIldcRCl$jsy*F1p72US5;i1SoIrq(Cqj7<Em{#k5E3Dw
zL>nFg5+XnZ1QLIsL<oWie}MS?&N=t>eP2C#dc3xiZCRe~@1A?_x#ymH?z!ilb1n%i
zJKDre!QB&U*Uv!EY4-&YP9Hjw_7q5Ot{LujRAUpOun165JqF~Azm3CTmu}NaCROe{
z$S}S~R$|bkBLQEGnuR_zy4>eY?KVyzUiLbHQLn7Pf<(`Ggom*ru4=(0$e>qg3BISX
z#mU*k+Z&*iA(aZ+3ZM~YL-jkLUCLLjSKxZ6A+Y|NH10=%K4q1w^K#T2*P+s42$Ycn
z1F08?p+Hw!>o`{7jkV3*!8Kei$J6}=?U*`}B)lf-i2)mL<=vGM9=e2>Dcz>c6d`6B
zBs<d-xK4w(ac4SInPh_T2Q!I?2&0HJU2ownkDYdU+f7i{nb#1sZmG<(OT2Z&33#1N
z4F+t<{S*WvZ1YHR<Ch|}5?hvLnHnw@5njM{$ZO)oDzd@h=>=@VQyRv0KY7=ic(qvQ
zEpQ75Hht5#A*6$ic#f@nbB9k9)cV_HhnJ<d*5BviE3#_Xm^sJmfV+OXzg}6yCkreL
z-epjr*#!oBJ%maCu^=LW(nXM!Sy1sZc8uXXV;Y4hV6G`z4995@i4UKxqgaOs8#(MN
zJUN=?l+z06l=p_*B0rDU;JTxOiahIuyW`<??`FPv7PO|v7F<|s)#h2~t80C{XSldz
zxj~%86=~MtBHF}Dk+?ZNs5z8QR+?u;7i^wYUQ7KAhuuwh-{7eh=kh4tXHEY(Qi2D2
z(Ci1uo5fp4pHK>awzlCi$*c2Wq^q0I1M+0KbnnRZ;c<oChpr;p)?(VS^Jj!JkMJDw
zANp-8{MPPmqDS?X^&5nt0z#47`STF1w#JMS+^G?!QFu6YtW7v2VY`Ad3Qs+Fv(gG>
zOsHxMn?gg5)bL#ijSZVkJ#J|?)#Gf@n?cfLFZwI+jy#Gys_cV5Wbeh*+@8P!uE)iy
zp_e;uvfTLxm7NV)?%c(y=WT>kMWGg|Q4bD*Oa{RZ3~~}Z6~D{Py5N)#Nnn#Qi*Wc6
zBXznLhN+Ui<uc|=eF^q_wEmf7)R;@Bc?f}``D5KDSe`p|ruCUArN5)Gh>#4_MQaZ?
zBOYZl{3&zIO`0N*9-%Qyg4dAd+=vAU!JmgJOIw}wOF}TbegPGn69;7*vqTPHATcP8
z-F&cVo|als|BtVnPqD6`s~v>d*SfF~)$9O|-<kO{a(8pJQ@b;k2r@*)2@X<@bF~<$
zyIA?mCm(&ZFkXV7QM6R&V`!Dfp|@?9w?a@waMcDt^^-NpGc|Vdv5#p>TP@_qIT0PW
zS(iVffyLbDpW**9_jREnF0;%Zy5{UzDL=6mQqUmHQOLPdj&jl}6y;?2F=utQyPRiV
z&NB5^q&wnyb-_@Xh&?D2UPj1V|MJ;hYm@WktAnBh>g;#cYdKETH{zlZ60l{A7FtLx
z>>ROH^zIV;WU>t<in;yWR2goUkm-)mMB+0qi3_`im_ZJ=0|0$+fyjCY1m84`g{f!{
z#4T}IqNlrCpzyxg?VZO5IR3oailVKMO&$ktbq@BVUSszORX}{5DYp{Cbt#F)A9B20
z2~<u_ygJo(ax-WRaE;rIg>y8mHzloblXnWd^xJ8dv!xqImG3!4&}x(r4DEk1x_mF8
z`6WKyhrN>0Bxc{;9%Jougse%oi}L@#XduPfW{M_ilj|eIcu+(~Yn$auL{CPE11{PK
zeUQbs@C@7*v5KV-3$Smi4fivT1{Rqp_JvEQiu~!4+=N-RwO^H7n;3R$-!qm?vx#J!
zc579{WkNAi-{zEL1a{34itPzp(p;(ZBefA^P_oO2DawT~)e$<lzSVSp=EaKfONdAu
zV!K1G1qo-YRiXdE;1r#Y9X$VygprOR%$x%wl6dcct_|)J|D7&{<%LyWhx6?=^Xn{f
zrD-V3k#V}$+FonJ^ID2}u%g8x+GHimoX-YFR1l$W#ED|rnbAzoy#D72yT|e!y(rg8
zWp>aK6DZHJE;}>MvTE@QnLT9rl_$yb6D`WS`n;=j4*H?D3q}6nq&#{>3K$mvQtkHo
z>ye&|neAV0VyA2NH=1%Zf-S6=0hSFpr9r!lgtwl{dkCb%>U`Sb>1tjx_QYZY3)SHo
zd_?M%kF+=HM27F7;)#!wxJQcCk+!)uq8ma8*-H;Xd~13U?!Zv2Jvkvqe8*B^{*LD2
z=;5N&LSg9@uBV)7D!!4*8>BdHcijYh<sLo1++{S=jAUXtWNUsYx4T1kArv7gaOi0k
zu%tQHmSB^J3;EI%VBxSx<<g?KJJ*a80}3ITP4TO8H6?;)S_M!(#B}N}xzZ9o1Zc_E
z&@6V?$U$20UZ^ZP3|zEf#HVCp!9`%vy!@*TPQ45&G@SVFvT5^XMGtnb0q+M1c+?;^
zhB$YI42y9|xdYdFzgD(Gwgz&7X*4IEU>G++(v8yOD-<h;V-`c5-awwQ-N9nDy%8-e
z1B|Z0gbGwla8i;^D2U{v-O=H97a~@mLe6iF_!s6ya#ZE!0YGfl4~iA}V}sXm03tVx
z`o?zt+*s7;qju~*N}9(1@-zjR*`ddxNSs0f73JP=NeG!1Mq%}}8{>0N($=s^c^9gh
zQ*@k7Ff;{jx}XmRI0+_G!eops7!Z)}2T3l_1>z^!DxxJ3+ql)&q^oYck!><~+(4fc
zYah4go&3-Rb?FI*C&jnDVQZOuVIP~4gJ^j4v1mKrkbyXylkqeox^V2m&nq;n(Bmjf
zhn#r9E&`tT&?^l*9l1KyDK_tN&Pge_bXA{0jH|$J@Lc0uwggtEUrJR-iH499v_x9s
z1{uS);t)6C1cbTJqqR2~J;lVyo`^K5G^aO!fI@1xi_4e*J@^fx1TQB%9{UQG6QIEx
zTZH-U$mOhWkcUh$A;u&@DY|CUa9;~MfeYJkSh;hf#|g(QCIHmNabLXXB0U(}PnwAr
zaXpG+M<$O>PcHJJk63o}Uh~beNYb%kON1OiKD|^yc^KtELF4dU@QF0fg&2havs~A(
zUdpNbNbBbYf;9KZz*69n-P5l7N=ic2ys8n@0?<u|oD;(s=7!fs<ouyvp`}Ey<}NIj
z9S^xJdm*{2@WrZYAD@5y2fzBBxp(k~Z|vM3%)T#Z$hnIzwoDvPWG^Cd$8C8qOW^Sd
zDZMk4`VdO1zMAc!`g{PeieHfL4}>+64?nZ|e=_@i)W4%BH>~_C*$<=q7P<BHaWq!;
z*RmgH-`+`MXy1P-`)Pc?mER-RK`Z>Z?5nOpWo-(3EBjjZ_fV#J<JJ0M1^*!XhbXu+
zc#e3-dIR|7>{kJBUjUFTBoFoV>^A`QU>+)U3$zx0EBhV5-n}Foto|f9+Bc5PHSU=M
z&_gMZ&?@ilrmZ&an`^wUq)Mp^l2!S@T%*D&cO<>Y9%vBNxyFYHaZ?PTe9)M)vir3x
z+^OXUb8@cn92@ya5pdFgmggETjHxzhP@kJ?yu@nv6ncvX_Qkoz8li5>L)qX?Soud%
zV`tqgq4oR)fzj(b=Nf;J&EAq$v(nwU#$RXY9cd{os0Q)lbB$jo#C^H7pC{?RnQQzm
z;qK1E#bf;axyCz=0qCAQkjhu<^4PJ)I|+4f9?BFR1AF(e#tj5}a15B~7zTagvBoWg
zeqSCs(mD+EwquRE2>QVSXu97U_&vuO4-@>>9JtNfzn+s~WI`_!e9SR4{PKGt9pw3i
z*O6W5{q7HUQ5Z+NBG1tOJUx4!AwHrr?&-0RZ>0gZ7#IUWS}nUqy4-19f~8MW>J$=_
ztBE^Fv7XCUBylkAc6ULuifd!L!vkCoAuFyW2j|@_&KJw_uLPx7A|DGOb$}~W5CDhc
zTdS=Zc`6peVli>2yTe_W3bY%mEdh<zm9+3QE^-}&y=P*@;w7)29DsPX#i`8UETp;3
z4Z<PUZ1>mm`G@GF@ACk82H`EZ;Oo+dz#G;OyM%&#o;U5sv4!t$4|n#sI)ECP&|MYf
z^a8>zj?1Viq0-cM(i%|4Tu0AoTs3cj7Ap1!b54lvRj5@b87^suzJ<|gd{d=iT&-;c
zZ|hZ)t5pa(o?cax#}0S#qKIpSyMTNcSNl@uV7uiLB|SIFItN$~0a`LnA=X>Wi+(OG
z!$|<!wuH`Z)w=$pQ5%op7SU(&C*kdLl22)#FNr1D_@UG;RQMHc69=Qtkp8NgxJNjL
zEEQ)j2DivXQdNG@TNhDK+7crQ^|2cL8FCOyW2(LBYOF<z(he^;59`N@gnh}0QTwxN
z9QvLLW!&jZ4$0`#nnbcwoMIgM$b7Q~mk__KR@Hk!ksy0kU6N_EtKOqh1D*{1{exh%
zEwLME!kln4P7@ZRxfckbt}o^-K$9iVNz6d8EkW<geBu=({^|FgYz?HLp1+}b!qU<d
zY&j7|ayMRLw3*Z!^o*6XL+r11A}o%d@0!Ae2H6sJTAR3gAM#Wk4$?+Wc`onV$DXYi
zIBq%xd}b0L%tdL|WDCvh%|SRLdxt1^^T4r2P(Vmncx5KSM^EI>^hf7-ud@yNT&Jzi
z=>%?B!tt&TI?v86&oKuM>%2Aih38Ws^Nr&d8@=mr62GkBIcmoyg*4&d7PErUhsIgL
z#7L<1oJ)<3aCY{w3Ji6@wo(_DoTj#^jP!*5kzY&^y4SLn=#9&%aQ$L!J*fl;G@_Y@
zE)Ga6TC#f1Xo)9=p$STf^rLW}w3zb<xQ=W+vu_RlvsJT$`yhJjgyap;;z6g+OLp_h
zx$_6GKH9Sq+zPLGCbV~lW{rVNUTSlH2_jmBiV2i8rqu9B<=i!!?hVfEj5HD=b>Nyd
z!oUg}kCZy|QB#`Jp!C&(Vqo?s6GPZ%C?mP2sMW*f8Q+&odPEd<CW>G#qLhShhgkB)
z<e?jv0ZuZ5`Aa)`h07?SX)5STZu^&m=kBf&g`5MW92nc@=u(>K`RxY~$=^z+8g^rk
zd6K&<n1PaNrWl&t#2WQHtf1WCA>L6aQ$-!xxlj@y-!e>9mzp}cKt63tKf9Kci%d0$
zK%v;uE*|zPQbll)+idvoxEyTKx>#h9H+%X^2OHJLG|P_Qjgu^WOZYy93LxYMu3Xvb
z?AN+&UGvAUK5op)K6rC9a{jrtG81RK;15vTkx4}4W|595VLd6sD6ujkIV%;!^VA+*
z7`vDycnFhXBC~K?qIz!V+G)DudN#dSpL-bJt23iE6@FarP7{>z1SDkq)bYx$@FFr;
z_1*#ekt7MC8NDe+$QJwoznHaq!_vgi=>2FIAAw?dEVv9cCd}a{nrgw%JG!DP&^4(U
zMy3h<Q@^ZqYE>zQ+BwVM@LUU=F>|ZkmaUY<WRMT_?(od^?&u)zMq?C^A(0~daa3U^
zbwlSIFSgv$eIglUej`o_g#^f9&+7iAgwY_9ftV;vqP#$}-l+*->AfUda6{I)f^I;h
z<o`k7Xo4<*ek?!V0$TZ~CQuOJp)G~lZtSsGjS0)aF6n#V=i=Ul;KdcLE|q}~3Y%5n
z$CMqkV!S`<+=SVQF&wwfXbTRV$BwgQE9^9&z1pT@ELm7WF*gxzuH|FQbP9#5qLk+&
z_9|mJsU?@7<3@ztd!xG<#+0{Kjiaa510Ny>c`PPuzMEn`p=Uew8}@+Ynz&|l4|96X
zFE02_uct3pQMn3;c}v4MjJVCHZNko)cyzlbZteZ?=S`;pMWzj<6!#+82+7r=uV6<^
zbdQp=B?z&MJypEAP2G-ZBMZd$D6NNuf@RAd{G4-U3+hb0Nxj8P8UW{?im&Hp{TOL9
zu|$&AWoYYz4jyLP>T3kHj3qqf6tDpLpGD#_JoaVaj-N}0SGv?gO+V!{Vbx9frBRQl
z6DNO}l2aBvNx1spalFD^UaU7`lJu5lLmdO_!XEt8=A6n(UbuFo=HqFKQhIDiucX6u
zqYk;Oqi`3WP~H#x6hcebllnyHq7Ku3K27&b^nAwWM|>Mn|73{bh1NrBs7BGWdLE9|
zg~Hk+qJl9mA&y1fbhvuOk?rag66op`M~kahbd*;EdKct&Kinl7ZoWh5%>O0b;{=RO
z`A{#X+Now9CSFrmHZn!NkPXOKafQp0kh4M_0}l&M+ctfBria4aAQ#;)p|P0v$;U8~
z<ESrP_#87zndoptz{pJarm{UxQ-M{#AzUvrMH7BVryVUmSrgG!#4IZ#BBsUBvyZpt
z`XFZfX$uALAP}vma02UWw2&cyP9a72?{gcHe-u!xG<33<?5>eR>vG3zvGqujG;F<!
zRfLFA8kG|2Xy^KWTDRd@D%U=0zeexF7K~M5e3sROmuLEjl0K;56&M@@hDZ$1!+XVC
zp7hP4JisMaMD=OQKAPHO?a~CTi$6xl&Pg8f`ig)Em!k>-$RnN6z^^2-NP@afo9%tl
zlYP1lf<!J0)($2Kk+8lGvqL&zm$!~x<2Gj(ih(@wRGyL;N*juo`+nB1Z6#Zevf){q
zzD3RrIWFyzxiG+kg<a2);u>~2Ln7%I&#E#*;M#$)hcApt;<hPkpva#Nsq48b_4=(g
z_Aif+D8c?OEe)3ptB5y^)Uqh}^iAZm6{-$)Up<N0M7pW;)N%P}7D<tU(+dRKUVm>0
z>xk~)B20Bb2Q6nd*0df@;*}50N9Jkj7%_*#^<=@AB1yleOwWQBK5zH^x+6~fDPzaD
zv6>>C<llcoxKflVJ&?&YM&t)7N3=2xJGG1imgc||KA}Zxr(IFKjgftFVw0&JN|d%{
z3g=04LH$jG;AVTQ%$->qkWg;<Q>q2f2qo51RuVp3#9qx@<oqK+%k)bD^#w6@I0!QL
zO0Fk?a5e=s)+|;YIl=g2-Wa}$$K-^Ydq_jBcm$4?y5Y16GY!tuXZ!1WaY()4CEaRO
zp5*A~At!eP7voO-q};6Y#HNOSP{?MEng{j~+`c<=HNU8RvHX1P2Y-RlFz)t4h)3!}
zYEyVq-O(G7NF$kTi4tLGWAYD=NWMc(6<*}SMJFJ_x{McxR6-aJ0ARcyZG|Zx?rmU%
zQWL*!bVHON86+OOzQXQ%g+8GWc2EiQ2||sSZII^9iUcZXvMb+=81ae?MJm>m<|4?b
z(b#dESm+(|g+0j3ZG9^+@KdQH1}pIg!z78Isn)9X_2H|CZmQNt`y=@mvs=xr8S(dr
z{Y`wv059Y=vnY;zy+uAPh!8W_Gx?{^MwkwEDHM|wBV5l&BY{~(>d)-}B}5Bo?e~WA
za(NxU2wwPi&Hb`%zl`LU{ocqxw~<pQB`u;=XfKG>so0PxfuuGtMn@{{u;B8AG%<{6
zx;sA$Iu<;Z>;V``LQ+~!b;|~jqESME(85?6?6wB4>~(Znc3&wDjZALH8)$AJ#NEcd
zlylMxd@5R<6gH}7_VLz^Jd%0^lfoA#89|Luw%tA-IgZ`u&HUJgFAzKsaS1J+XPn|3
zIwrrwb}AGV;}}j&rQ)kxBrOBn-7=UkKdMj&;Ve#ghfTsy{NdLO+-aI_vBbnrTFSHe
zei;k1rNEtI+u9nT@<L$&ur`ZwlaX6*(|C=olrvc|QmPP+l4qw9X7c<Hxh)!7s1Kv8
zMhO_hKG)krI!qsYI>fuR{lN~>xwvb{u=>Cp&r(?9b+{H?aY}eb=0E9HAf-dsS0K7E
zv2560^asfnAsZQ=ylpI~L~J0O5%HI$>N{CkcE5A`!G@jpp&WM>jP!qf`+985?XY97
zv%z)lCCC>ce))P^f>n>28L)%df>wUbbJ*+duJv1kG%$>;?U09ip=MSo-k|^nfgO5B
zqgy8~rrh{-TQy?%<rh;ut?88}(s-r6<PfVF4HoTR2Gi~$P-Qoo7F=(SI%2bYqvoZY
zsOQ<QUO22fe3OfvH<ge=m9vBXHfi}JC)wR5P+qS~Xg;Sfk~COlOZ*<|g0WbRr!P#H
z2Kfg~mSL&h(IVG_a|v)-m;2juh=yFLSBEf|??+ioZ<amy6Rv@}dT`)6c8I)$As>N<
z<e;J4u++l3YIqKUexE_gaHEw?1L(PiSG(cvo#h@uK76;r1GAo7yaSBI+evzm$akcG
z>7cU>>!8o-n<A=(9#QIKf^0FEFNeOQuW-0KqO2hX^il`&pAI!0&Ipg7>v%*3oP_!W
z#98Ff9uC$G>Glx1TanfeRnE}Y3KB{Dco-Zul+?&4<fZu?By5FNf!6^)F6TlT003Ki
z_0jq#>YsupbNP5UQ*ba`Z-aHDxo3Z#pe*4JKJwcAL{f0=^dfFbFZ2oZaYzqh?FkvQ
z@>77sZqS&=&Nd4j*@XN?IDVH6GB<VCj<zBaO|+UI65J*15o=Ji;Kq0^mC4>c7|AM_
zI@^#WY^x$G)y?^3rp1-n$3DaM#Pt5z=g%dAlw_45t4LsnM9<dz1olqh*?z5bw)}`?
zEEi^&EH~^~W-G-)XTW)xaE8l?Z>R`ST<&krU?R>;N)%Bk<CYYO>7+x5tJ-oLE3e8>
zqsZDPf-DqVu^%GeayhEljfPE!s7ygjI4+)a!2+a7DJ-Fp&{!cR1P__NpvI9gP<aff
ztVx2nAA*`Emdk&~j@&1{5h7^C2`a)Mc_utP=)-E{2PwL3omyu!hYzVoo_lMeB0N6q
z!@Re}3@4UcgQrapgnqF?Jy`{QejU*rkLUL_?KtuL3slKh&TTb^s++Lip=!D$A}|Ms
zwDmJ%oQTWPeoGvGU(}2{D-=k<71&q{@`u+JJN=zU7}{f0KavwLUOWs>JgW3B`d>K>
z#ynxU4n?1gss`Q{_mw&$&z;Lk1Qzxe)5Hp86bn4gsH@31by!Q|w=b1&;UE(oLi`ql
z<>;P{jutEPqQQ!4J?dt{g^Scz+pQk58#-LHQ@7i=6`5A2XWMzr`={c{d^r(elyrlT
zrqUFEMwS$~%tO33kwuQo9t=3MapUx6QH%8#5xpqZnbWXkA@rm*I8ev==b~sd)ixc^
zcn0HeuaUu6HOF8OI1=4i!e^l)PEpEdp-i@)De0&p9zuWK`&-P|F3d1CWV>&$QA977
z)8)(i{{)YVhy#^VVv>XZCeS?c^D5+Y^75C1kFidC*26j>7%^Pr|H5b642rS<$CnW<
z1H24K62w42U9hwskW&J>TfxHzQ;%TU>PmOlo$#K}FI-M>-kzv;93<>*_wuvtvOT@2
zRc6DYGg_A65fQX*L~tT0nxHpKE^#^_KH%}D*CW*d^B?9jnswSu0%2uRi<FezWyY9@
z#ZrMXvyk)L#Ib`Z6Pd>I<7pp+8c4!1l=Y|Y)XVS|i9WI?Gd-Id%wqDF?>Q(1#DNU4
z+}|6lcb;8)8O9mQ;~apBYiX78p9Xf;_syDIkZ<ylvux@pKRTh$_LN-B{=h!!<h&NW
zysW!VL~mIM)I6kD7X_iNomd)Jm@om_WmUX7Z~%<_xQTh_w#=cM5Exnt=m*J};9&gB
zMI##uT|(=@NKiDS(%I({;=!o#6$w24ssW=x9hl#eaRgCL{M?U?B+QU2;J-GASCf%B
zfHm+^TCF$&!j_nWb>8rrT!NsxWhmq<O4(nz<uvH4&D4nHBu<nk{Mc0hGB!-FA`%r-
zL@lmR<J{E3U04ZRKw|20k<xrKW~~pevi;~aVUC?MC`2ruK}6^6A%-SmU{+Fv$5xI7
zVJ9<y`Q2&_<=G^K#RXo1eEzN|w2DhS48X_yK-A95mOMu5DpB=>tJJhWd%LC^vlwz&
zD)x#&8Il?p5M!4LER0zPWa*s!sL>ejpE!vr8yoxjTHAVuoO0rrPG)XBtzTFFxMzTi
z+cu4zQaBY~j==s3K-^!%vq(13_&QRDHumn;dWmb8hY}l4o_Z}g{+dP%pYFng>Hgj%
z9DNiO#;jO9A(lSNj+-PNtLd|`U)SG}nX%m7&lVIUrnckWeK4+`&MjUqW(_i}4S7F}
z>XW9*uD_L+i?`8g{I4$P6;VE(Neo0hit7~_9ltjMmr2HWrmCmg#D-jg*G{M;0awPQ
z+^2U#MZ;aQxZ58ha9(GIsT)?f7x9Wmv#Vqu${s@MmD}aB&V$AgTJg7J$C;VM!a?g6
zJEn<SvQK88M&Z4#Fc&OuK%dF}SPYa4XE&h5>~R3S$6B(!7v$ruOB!;T>-$`mp~fw)
zPy>gpwF}t_%6vtO3bw)*vd_g8)j!C}zL32{G^|lW<CJ{7FQO2`?Q-dRvaRe@R4swh
zcuMPFKRW=_2l8zt($PS#WUm4Ao;>J?^XGDBeS7w&%V0E+(AxR4*>{z7nOtWX=yzw|
zHwjcsO$PdxvL7kyStYH({Al(QfVnF_0y^>-#7|{EQ`QPBFbF3yn4imj0Wc5dTj8Bx
zh#@lAuV!B>>yd{YgZMj=8|;C6YaxWi;QmqeD`@HdJe<FJHL!o2{WicpSOyk((-`o7
zLJlxMzpo71yhIhU@lH$pRlt+|t0$g8BH!01*=Q-I5}{y#pPp+xNx;H%Py!ju>AA*6
zDGYtg4Q6Yu@oMQPqN{8J-Jfe*DaFliN(Oj!uJPvxSQxI{3Cc~WL4MC%;|B<Ncb<lF
zKWIQ-nQOdGp!es2;+sB${h_(WKPBv~Iapi!O)b@E85NH&YK{eG@lY$7wf38Hjenc(
z+2Dhf%V7WgT;snGHWs}Kt9>{Ag#pA=@wawKx4%2r_#bR4p4*&!YW&_@<Np!nj%c9p
zh2rtv5PH|K#(O2fR}4Y4sY%*d$Ux_hHSQ;9yehFp@dQ)?{XWa@74vAS5L&Yf#~LTt
z?2QoyMvVVDr$x6H40TrblgAp5v+k|Ah#)IIb*yok#dj1{6odHeu||Usx1?@mR(k$e
z<9U=K30W<N9utryYnlh;lnMeel~w{ZiADlY#x7D2b9)KT5oRyVllH*KnbmNPK+2l-
zu#UVny@O$Qh%9Np@}AkVq`~WuHwC6bCdsr4DZb=wsv(@ouO<6dF~?QJD%_Um=a-*v
zG)`Ukd~@lkXU{F2S%&tsTHWrncIdo^8_ll%HXOD2Vb~F0zU{6S<B<n`+}o})ITTMQ
z_#LUvX%+^taCfeU_$1i|yS1YfPHM}pf}Q%g+qomZGy#O7$l176)$WkKo*<e}a9GbH
z;Pu(|#^ROg8usKWl6nv~@hH9;jC#Dk>9>b~vZv4hm?I7bds)PpyrhQm>auvmRHJ58
zjb7A&d-<c?czu*empa}cCoG;Wx{MJ4#N*C$RVOm?Qs=e~xOkK(QWdA2#f|C}9UxC#
zS07P|97Jir(_<GKD~YO=CLD`Cw?c|NO=t6PNx_PmK^N#o5OUgCWTs_8xF1D{=nlJW
ze`}!i^$fO1P6GE3RpTZoB6L=Sk<(e6rZUv2-CcwwXeH<OtYe8;%M|_GEG1F++@Rsy
zjJ{9H8ssTbd7M~vU=)}cr!%x5(6PK#Ij>iOOwNvoG29Y3W}guwHdTfXgI2e(?q(;{
zvlySmx=J-W(K~GPo=P5+(_)iV&$@0@WGXWVd9gQ&DQyBtg&+FN;v8xqjVNO1pm|wg
z@^DDM$IU^zs^z+_V?`i>UNvYF1$b`@>B_nz2%f5e%ky+8Lva@$&OCQQrr~;b_dvFP
z1`;x9RE|(=6UOH5y3g0Q%wAUTlCaK}QVK7lVDz~nyRhJ^DLR_ynk+|6_@M--l1sAq
z<(0sz!%MwRYp`?ZAz$i_9+8@3#;nac8L@onY4(D{;0V{RPEdrI#=vu<iI>~acq8BU
zH0Hp3hQYZ_99$x2{#$c<h^jQ%joJIC5b<!7$|Ng)Fsq>aHYty!gOxs%eHf*8OKE<s
z8b~cW0g&4TB<4{o{$zF%#dm6PGNT5tn4L9^s|1O!Q|&56UP{IxCWYmFN>LfMQcxr!
zKkt2ck`jenwD*8t^y<><Saep0e)XO2yq@}%(-$1`>Wkn=X$*}ByKSP9sjVp8B2@?s
z<4n1(sTFROFGxCa)v)lkCC=XTVOg!psZZ7fH7EHiI{1n<g|nmX=mA1JovC9zRKXh<
zClTblF~5AOasKHuvDzj}sLE7|crsDKF<Lu#LuPxe!<Jx&hBc5I4*pn!S#GDf)4{{(
zgG&Os-WoL52Q9=q$e&QBw)@a<?QX5w?vM0)|MJTqlKc)k(O|ucY?)|qqsN;#`Mj|`
z=<?HM=K$WA@*B+O{1-mHJ%l0c@48mIgRWHB-rZz5HY7ZEw<DhrbqDn1S2&I%^F9Ga
zt$nS4>qjXXbw{n8F5fh|=xMWK+jJoHbS+ebJl>jQER#I4p;KhJp2lp=?BFaMaBVwg
zDAA&2KXs}?euA$7lbAiO0iU?K!;0pKnf3ERB!{GuaNFM)(y)h!G_GSMhj8<Zl(2As
zSanl{KP*^#LOs>nlf?nfaSvocXO|oTSEsAuwpqnEqifqE=H;_+iAmo(v%4w&^D}Ox
z_hk>DbUsktzJDP5Aiir-ejTe7RI_h!$L9!x*IyRlTGESrPq5N2agY46H&(=!OJ6=B
z3F-UXT{B5vOB|gXZ=Zrtp-5avr7EIDaXe|S@O^+Whh8k?L&)Mp{!;Ry!@MXKorpu4
z&VGp4Lj=pHPUsxBH~Fo(e_)N^Yz}dW7o>**?3kVDAeDzE9DiLe0G_!Mz`8z$c)$<`
zl-c{S3N!a*@UA}y$X;^|+Xhk}&E9ET%k?ZvC#Zypd0jR#%)G+joSX)ysLWA?+EYI6
zBRE^M_Vb5+PU+@4UWSa0?9xvTFe+~KcDGt6rq$zQ1@7wAZ5TdIR!-nIM2PJ2WBt)j
zMKvbd0Q3|YBfNiYwA}wj5Oe=+LCwx!&>tLX#km@96b)VbZwvDADspxnB=j3aHo-&$
z01ZcP()uM5qRw6Mm=K%DFt}Q!#C8I}{^gSHh@BLLIKeR}r+P717^MwyCV|M%27LR6
zlpaI8S&Kl)SvRub4lJXtikmvq-E=ntgfT$0o%t$G{$pH+>(naD-lbLW9rpJR*`ZcA
zM2A`->aeqO=q|O&p*qznuG?3;eT3B=uHR5+_Krgx*E2jRyD*s^ij!QG+57dqxNc#+
zgB4|SZ!p6h!80(3D=d=4@cDAr@6nYAE=gMl(ik+j5sgRAR_4&nseA>E4u&~V0qtVr
z=!l76&^8adgHY$u_l+oK<jvnmx*SX_eN$ASyaf6NQJ2>vxL8|<-y#%IxyHn=5<=Y^
zw01T-!zM2Im@9+t2MV-hu~FUgAvk<8AspPJ)Orn-mHD6r@_1!&F-{F!aIe%iM=INU
z2wU9ZAsb1+VQj@;u&=;Vk)68y4Uz>QZTdv;V50MuzuKazeAVwN2jxZS1rWU-yI^4M
zc=TcA!%KX;)<wSZ@a>Yag<iRGFkr2Pu~u;u>1_4~U4(H~Q!s)mlHq2}h+lQvq5O?t
zTx_M$S)Bm^VKi)qKQCickFxVF(`{Ecnq1f?p>*uidVG1N9#bdUlzi-K+UPhd(?&K8
z-*IioWOF9;mdellY`W9_;(kz24i*o>A5%mDmrXb`@vlh8Z0&VWR-}D?YC~@mk4%A`
zf{<<xTDbp#i9p|dIFB9d95OH0p7B-%lf}YW77O5P5$evZiwtoB@(`_=4QG=BLS;e5
zgq0W^=EYakp`uuWFk_!gHGx48kryW<T^8TZ)XWMJ$3PcnK6$DTffPFfq*c~5<4P3`
zZS?ccJk;#jp%b<da;#8gkpU7G-)_V>9;Sp~_H|Jx#87Sa8o{U;EnN`OG&)`lPV>X)
z=~lkp%BJ~a%>!76V1N5^iY5%-JnM&H@T?5#p$yGY)DBDDlQzjtpcA1_R^^X~J+>^e
zzD8i)@D1>Kw*B7U&AEJQMI)YzFg2VZyV48qlqjxhaUWQAvyA|0ZU)Fv3Z$5>3kJbX
z1@s<9clU)^)rpk<1944uis{12V3(%bNG-?U7-){Y;1NMH+^Wnnym0v{HTVsF<8Z=N
zqFX~`Mo=7t!rQlx82y!O$14w4r1(TqEPsKjs!8=?tDoGqy_34989i^zZiY4VkKhbo
zA8yO;z=!vk70N!|o!yI%H^l}ND|tXJ*=~+Y_N}OveFBx<>rUnN_0!oYe0?X+d-mmY
zwu~<~_>+%)RxjB1*y+SRu4Wej`yRv-L}U22Y>f>t$UyXYgY9IS_&gu<Z~Ojo)|396
zN^PI}*((GOTC#l~i9_srojPh?U(3Fmjd(rEKL7db=kWQxP5_vX-Y>`-u^*mE&RIiW
z%f60=Zp{fMEBt5KKQ~Kt)RP#Wbt2{0Ksos{CXbanBFdl9Jjvg=$(C>VX_k*RmGXN+
zJuTIFlHUVU$)7j)6N=f`V;0cn;<@9OQd7G008{$=AkcCbnSR~Dp8jiRX0oU2rDI}F
zPp&4_aPH$<%t^y8CwY^#eYw4vx2}sLSvciiyOBM<<P^)gcU0x=61WAMI+Vipbj#8b
z^A~B_B5p_Y(ATQR-BHhOV|))jaggT6W{pK=Npc4^4~Uc8XsfB|g^qxhL?2j^BFTn%
z7#t<8bpncV*L|(@lFEm{CZ-r-Eo@sTC)iOiOG$QUG$W$ru*9nwJtS)ww0bjg78Zh4
zaO^bBrO-R<@%eXT%8$BA2!-$PRJ(-G>lyArmdM>)j8>z<H|(wf6Ft;pJ>ddE`%Y(%
z$YQ<CaGT&Tdb+jJ`P|XbkzNb9NIJWzH((Bxr&bzI9~~3Pu9u%F?xLb!&dx5VqAKY%
zOjGENC+cS2C&2L)!J^yw!{HWHydD_F%{l7nc17Qn>8LG>O6dbGMUo!^FZBYI;4=8W
zQ9C__UL7KM3sJMbP3I-J)oOj@8A_1weyY*J-`*3ZNLb^z7XYF@Yc-_2DNkA_l2o;R
zgG5%H&ZzT(1&o?#4PhCF-GGpC$EBc4w#8(j;2b0aVWi)b;aQ62aE_9Se#{6HM1OSL
z2ubC_#_EqSn#6$i2t8zs4TZE#JNPKOM5sQWo^9ijztzJ3xQQ!G?aZMa>D4{)6J~&T
zhOh8p_RNTuxxFZ%<`fDB1{q7Nuv<kFPfe~V4>32XY3^)JUsMsoQt^@D=zys)%Quh7
z++0UmP?FAL;8&M&Y*XxT?h2@2fDQior-i}Ctg_i@SGrEfCtL6%6JN6F^f`sZ)*hU$
z-sy^0Ef}VS2rFTCYdOrME_H>c@9k3#hhfb<Ht7377<lEQF51?F6`bnu*@-J7sFOp7
z8Bw0NzE>wpb)C;TB)7QbUzM%_o91>OnAUUHnlEx$O&t)%YBeQ5eKhFRObSNM@d!vH
zmp1XD^4|1$^pDzVtqN<o0hh^bL9Tof@nZQpX556aW!$ro=ka$gCt@}e7JwifR34{o
znR(OK<<}r81#V2^LQ8m~3rvkz1X~cEiD86F8BPcf-fQ(P0KoE+2^y5M22E#QI#h$0
z4bqZr)z_I*5l_u(7jic+KvKl$-AO&CjOla>Hu^8oNxSzH^2M_u->adj)fqr+*qwrD
zmCqnXqcWJLxFaX?Jq|}EZk!cIgap8s{u(fZXO!Ef4vAr$ZMzt>UaOwN#bd9_^o5{=
z*L4N5IfMzTDW;|A+`fz{t&9eE$d7plc<Vz`A4ONn^TM^5!l}{=yLVXN%ExWqM?_!i
zk>y60eJS&E7*ryXn%eeuYgb+_T*KpGh-tt}wYc@-#vEBlX^%w<I5}C;V4+BPoD(NW
zfR%u7M&2H7!e-{TCFGIlZX7iAQME2kZ_e9p!rp|3+))Sg1W^r#;6uj56z+*OpM263
z6c?Nt2PD)LgEM%=skNpEI0-M3Pj3a~`fG+sM>Z0*&Eid|&U$yFyKXmUv_kWO4aGa)
zddcNZ=_AZ0!7CnFH3m7eQq%71wwda^^4w{jHC~j^6jjP3bA8G`k(OUBK7nGchA896
zL8QpLTFPa3)B^f8_$BTffvU)cKOBh)Z17&cjF?5Rrz#{5sdqsF>?{j3%5TG^k<pQb
z5IA3j_WtVL4yGY@(HKDpb9z|-^l2eSn?jbls*t!rf@;r;*5NAt4OavTg!Y%DRA^hX
zHteF5s0UdC)(;aFwhZBNzCpkRh(nA%WTu@Pe1G5?PFf3enA)1`v<44pZfI(2MGe|g
zB;!`0iFEA9mpb)Obq<6EhqZVUQIR@MP+bd)fl^$FN?|-0EXxb=S`lj)(z^Z<31EXl
zDz*y4DQqqiaW#FHx8@B48QcZjvD7fUg$h!Js2&s1X|01iT!*BS)cFHTCuqQMe$CSg
zoJU8AUT0$lUqa7SS_`fZ8{Q=LCh=8M?$53#UoEL{;hG#vE=gf`2<|d^Y34f%2>F9Z
zupEzBwgi8w!fKu2w0c2uEQHf4YrPd#B_{Ej`3!72knM36@h5lN%{}O>1AY2O#T@!q
zS;`|1GZB<M0s&&F9~4jpP<(H%UF)1&FyX1N?h4&kc2~vm2e}UB=2+aH^7E|hehpJ?
z6~8&#BGsnPHt3bicH}V;&-PLfY3YRf`fkGG4-+PwiV?Jz4m0|ww;ff$-LVppUI{#S
zs9uEWU50KQ8lajj4akF)rgS?d5Dl6)I|gEgOD4SXA1$I}tP(xJ`rs@C(UHx|EA)xY
z(MAO&gWRv*#IrC+12`|>bnjK}p-aoo3Rtb{pbd5IGMsBVQHV}IjT6OLM1exDqGro&
znffn$-2^03wzLW+;jEv7B_j{FEmspvgpS84m70$$OoAuo?6Y`*2@lKW(aoJ83Nl5+
zy*^WMO*4@wkuy+Fj>@K50=&ty|B*O8H1Iaz_-i8b8_Dob`YE_ph7WUa%?ux!@YDGA
zVEAd&%QJlLlsfLzSt{LG*I5P-QEp0a&K#0<;DSL#OhPcxr~nm6ePrKY*?wqFcjgqt
z_IuHu$N5OIeFX%Bd{-i*VjX=>mg*^84=d2ir|zvS%O_AP=IYA>_@JmQXV~3DA}}b}
zkOMoz{w#T~USw^x{Aq2he|bj(W-z(S(uNXde`N$e64P0pgKcVH_ph=KPS_fSzo3cC
z=7;<tyrC3~PP)-a3$N&+MMq{f)oeAU%E-7;W>D0!<da3xI3BmJJaLei6_`J153<ko
z?(h^J;Z5v8xT3-f%!`#zJ^CnL>D}qza$mpU&hK)oE3!eY=-MUe2QOOpoNrtDPTg@`
zo0|63;f$SmNt<{9dBzd5UZWF|X={>zS<|1ovBg#^H?YYRpllcnVGUT1U7`g+7V$X7
z0{Sz<2e&5trngar&tZ;OlkS{+zy@?O`N*&7p!sF+C?H_Ftf3$0x2wJCU-3~;BP*ij
zq=6Gj1MrbHtX1!iPLie7*IoZ0K-9ngYij@Nu79m!{kuP=R*&ekQC+<<c=YPYD}xhP
z7b;iQ`Rn?Ls~4+&Iz)OcR#MOTjp`G||L&ec)}MRHhsOLXu9vH@FUzWaX(zNwDprM?
zaF<GOrY%Oe5ud8w=%1{7<Q(Sl9De=C@sovmQrRP@qMP3^hsf#6?ZYi4P4OGEsKIf)
zp|Fl;U5510t5wlUbR-}cf7l)#RAZ^{kl&3eQY?S?Qr9)s(UW-68P;gR1|*~M{Hxhf
z(Mo4~moga79@iNGCC#h6t3S7bSCj|!Aub4d9bBc2YO<1H4^CI+xIImUwk)n$#C1U(
ziN!Wo=r=|6A8t_{geFCGDv}{#c}oOwxlvVdeno|DfA{L~u%z??U!);oDhk;yxZ=jP
z1iK1Em+TU8gYjMV4E0OV;?c{A=yI%3oFAVP!-es=f<v}6<M_s6qV=!1-iekMRwl+c
zH<+RtiNN8=R$#v#k44|xRl;6>@hN-Opac2d*;(%#RgU_Gz9~!pu*y<VN>w&u#Rh#+
z{s>nS1%+}zUC_zYP))@s)f_ouPzjEeVo^a=Bv^0J9}{{L&C`hz_7;9Gsa2FSrZsZ)
z)ESjOP5X2zkzPfMMl@BOx}J-j?wCU)s-|0x;$HN<DJV#E%3Rh;?(AA}+Mnu)atX;w
zHhEt437#A#X`rwkK~>w6coVf}H@7zjbtsB>e||I8fMHdsh>sv2`ccP>iQWS^Q4J(}
zBTW0y_6lzRSsS$Is{3fOHFEcCIO8oy{8gRwcoIZ>_+cH^Soda9d;{+ljINFDXIa%c
zyS~Ivk$M|WK}?$2<^dWTog)v&_)_QklHTxm8`6APDR>yJzXqD?%)SAHH=b9N-iG9l
z2s0bUuWxnMFCALgFR>P++x6vokIUPT@Qxz0QGL*Acl*t?z0s)eu7_vbW-qYjlTz{e
z5<fxdZ8!lDVP=~Hq~7X?qv7Gi{nMyM2gajN|1GPuxWTzNgR!nUbX_;?XS|zEK~FT#
zELOJc@<(#adMlDq%rc^o7imXNbmu2OJJXTbyk~nHGBE81$a`Q5I%=<u!v^ZY{T`ul
z*3%(e&6@}TFvpPA5TPjTNwI8&X<w$Z`Wj;W)g1<DZ=i|$c5oX6oy#q!X@ionm}1V8
zg5))jD21HYjblq47J5f+8l{1v;e2d($E@)k#L8M$uW$w59rX9{3<SndTRT`>JHQ*g
zjs*6uqgdPG_(*+)A*CB4D6S9T+8t}>?M%2Rh_<*+)Eg@B-0W-RtoTup*BDztN2bH_
zRfkbD<GIREac56H3IcdL<d;U2Fp;;Sb=tisLw>QqLvBJ`;0Pnbc~X!2%wO$86vVyE
zk_;6oHQd6DOV0<#is#m4WapoqV$0fsh0M@QVT5Bd6NpzDc`A#O>j`U-t4SA-E=<Nt
z22;6TtkR>)1my|HuZ)@Ev!8=uXHnTj4JfD@2W<!e+L(l-$-3rMui-`4^+kIUlw>!8
zwe4v&p>7llX95EI(<-}Rt4bfePL3x)@)+GKas9+L4f3`uIrG^~NTKsk0OF2SnwG>W
z+?w5v3ipQ!xqxQ_yDPf~U>^=(al7SJ?w5y5Zj~w_zlF7Dub8+(muSLD^%awwU8&@K
zu%cS_Fc7)P6)_Qml{}Jt3?;X_5}zKyia(xx62(eBpp#3BU_jrR{ZRnT>%`I`W8WW>
zH&5T|QUuu7Q`s3n-xq~nV>UyqxIsOYJqM@<BB*kDtz<6%?)?#5A(-1*{Cu_w$eVE`
zi6j6PQf)<F%)X69wD9<-UMpJ9Hc)iG)$+WX2kU0r0MiFoU>c+;Py%eNm0fw;^tOCJ
zqLqF}_PwZlM=_?x%D*rBew5!vLzZps5=&*JUy+wdZ;N7LBo4?*|3>z+tQ(a|^oy1L
zEqP<~4lA|B8SP=^zbG$^-kFw5bb|r>a`sQq{9Sp+aQKtEXI+0S`&WRtHxFT(yEXHh
z*?%MuM+mW$cQ-bm|D62}fbJjb&uU=*J^Np-t>C~%!indx0sVesjt@v$V`Jg?c<BxD
z(j-xnSp|OTs--P8ZklV{LkQ4dEX@6LjRy(y{z-00*4~Ha8h?VY_mtm;8&tzyF8yHC
zqQ9$&E`1FAV6O2)Z1l#+Y-~k8JlFU!7TsR3ZyLZ)&NY690P|8;EG|~^^K*@_vE;U>
zYFz${bB$kO`AsZ$Mgyz+D|3xs^>yPjt(AX$uJJEfE{oD10j=;i<{JNwg?AcP#itwt
z`49Hs=uNRQZ)JFY^S`nBedAPSgTqs#zel+Hb8taLG{FBo*Z98#ye+R0S@}DTHQvqV
zIPV*$2N>K9#~Qc0hdFaZlPqT?gqH7Rb0-CPkrqBiBn?fc^B~`oS(h&<56P$8#v<SH
z`;dGr?rZY-Hn;tR9ZkNE-*=?AY}b;4NgH$2aG5?J#k20%0z8}AAfVA!D1T4dRs<lw
zTgk^9OUt(s&Xez@qFqYLg}OEt?H0C|6u#RoqMelOTv9S|{}zZTJGa10&=sV-WM7r<
z<>En##_vZ`JZ3|avPpYJ3{bj}xz@|J3MospDET70V(AVg#U*M%s5TylJH}#Aro>2#
z6Qq}wrzdHD{I;Zxlf<YrFnu!<uqnH!z>M8JS-Lkl0VEPc-VK#Bmmm^fkQ(yd`RkY(
zvhMta-974c%=YN~YiEr36~|trr;|`$I}f^3CDIb%fW-{wc7B%A*HF*axM`R2G@p88
zWRcU{fQetMwsXvsGo6}=keh-K6Wb`O&2t|rK4J;R?bv6Kdi%`d`V!8G&ZSWU$USvt
z4Dj{j5%@QcJ|s0p8_wtPNtcwKKqZ8Q3$<sb67uZs%6VCit+R!WFQbmSduyH%(h5eD
z(UyE<8%&}9mSinu>pCBPuYs))j;FlkvJRx=n2~cP(?i+m%^}FFyp$u0hJJ%Ijw~a*
z%cyDkoGG_>MWzgkSzqBJj%d-}Cs-PKtmIY8b<SAGg$i=m99NSsli3Ikv{Z%X4~)|l
zyW?tU($@!_G_9lU{;<>B-s|B>O2i8Y`*W38r%4uk`-X=A%vppvTlhxDvZPrV|BATE
z8O_Y@Wg;*Mi!?#CPI}c)p3qNLSgZXqG7s(Gph?r>SleJqOjjwP>MSDrvC78-ig`H#
z@=uZ2gm_G3e<F~~FwgmvG(-f0<k9&_BOX#v$~BpG1?8)(5rBS#I)i5=g84t-AA#3l
zd%?|z+pKIGFb?IrPcj4TbLKSEWo|e!Mbream*o4{J8IGA)HSGNRwLL2SpB=0OG%xx
zSPgl-e0HimJoxHX&h)u{UZDN`5;(-k&=e1C)eSz`YaPSEF%(OT1exCL1%V}R`AkQ%
zu|~mFT5Mkx$vkw1@4?lo&-B?Y7CA!88A`xOu)&l}n&efZ2_9Ek4P?h-mMb?Rv(8N#
zQQ@-dwB|~TQc=x1LiFbFM321=Zm8P(7xj7So4sZcS<!BgMESS)B9Z!f<j?NT9)w}w
zj&yH{>V7CYj`BOx^0<KovC!Tac*z;wzBT*fG&x8?iFmR8pA<XmO))cCiCR|Y1Gm`s
z&u3pmySO?NJ1Qt(-&<MRQqAXyAR2jL`0_PrM!&=z%9m2&NJ%+aq$nkbe40QCDbEps
z-}c6x1aL;U7eg<e5#%}S@454hJS8xm2D3W6j;Dp3U4Ob<I0aAA7PjN<-O&NErVWs+
zP~9zaQb}xvq1b1Ta|Rz-K-0Thk`(koqjWDp18>z0T({C5#CLQv7<Z8f8RDje^8Y%`
zL3l$2vT<>vdPTqSud9y`TQ9dA>d~l=Hh`$1YaK?^glSQS8O*5P3^{*Q0*_PSgeueM
ztE4NrBs^YEy3*N*RS!L#G55mm+6*}bKTAMm0FBngg>rW^3=Ry3qGwKfbXa(;vAq$V
zR0<puJ*)(`gZN#g==~nfhPx_0es~qrk+P^{#vzqK8?s%L4DLpO!Iks20eJRi)Zx0j
z{G86%%K~1}e4Y{v%Z!<PfChI!6UaaQUOLA;%?KfR@(o%cvYqm=d0rSR$Kc8hFPu%s
zc1hr%)4<Z9tjw8lXyzEe8ujz9R1G|!e@F9AVKH3HJxhvIf_pqitlFeFl}v}pDi_mN
zoyMF$azJ)mVZ(S65v|B!3E>$#scsTA9$_lfi+OdmR&{Az@o?&+;L%#Fvob;2#i)Mj
zcX$N$6e{pE<e5{c?%8p-`|2#OU!EsetQ}*Ah^JO3d&<6mJ3^=V>+B@UR`>wsE*ioB
zc^s#oPlP2`RBu<P8<ssGINBO?+#`ZRr}*Z0PlxSUZ>s2#MUhA!pa?<ZxDS6JMOZY0
z_yDgPaBK7sT(QcDxQetjt;WaW8gC$*B>S^a%d^aOr#FKrXaK5G+uM=4$B)W7x#<%W
z4l#Re_#+Hb(!M2jkK*!7=+0q!vP-h*4Km`uJWi*}<CXp<LdEfZENhvsm6OJ)ozlse
zBnz<mY_YEQ+0y+$@8ZQHa4Zsq6QO3gl1g|h4R;wI)9YOS%+X9jL?wqhBMKVkwp3Je
zkp8dT-yVyf$`(-Lvz;Az@sn@ip#qcHB8jgflS8U(dvPL5VTwm`G1Ci>C12AXB=3Q{
zo46pI8V-FUv|3EsJthJ!1+YN_0-F<ahR_awzJ;@$TbkbM6*+qY)Mao&|MJ;hYg3Z;
z(<H#sC`I<=HWK#oyb->s%B$KWp~;CnX|VPa{D5TTc>CL>dywxg#e){bVQ3&PM#XAy
z8dN_a)2TfVx{UJe4egX2A<|J2hhR8RDbNDik)BwnOhGq=RR>3>HA0#OBMJ7V^TGuh
zOG;E1#|6>3XS{|blkMImtE;(l=;qr}M4N+@5>cgFT2i}$G#TsN?N)CHB?M0qA~w5R
z-Ybo;bF!I9Oz7H^=0G06uZB*72@qab)N_=m>XJ2!*CMGcDe-qo92BD&LW|;2D0W}u
z`V%cc=f`0<?&LBOd6uL_)^$1VJcU(kGEirb-YS;SeC7o{8XN>YM8~1cK(a1M0-yAw
z=SmY9CC0X<+~{|i%%d}M>2@Mt;LiSfXLnRNBmaQ*p?^5y4W)y$@zPs3*)hP+eT4SI
zE-Oj(r!N8en^ss0nQ~A|)Llobi2Y^E)>?Q?q|S=VtoK5<qfgXQ5(pA;jS2JhJi8Xy
z3icnop@;F8^k2ICywDRoyfp+FCHu1){VxFa=-snN-@To%kjM!uZiWfaBcGB$E4lIO
zw<&5iB!R%ywXP(L_lJ+bNhwSvK8^^3rI!hLXy2gPWpB+{xXfmGLv|x<nch`N8nL2V
z#Krf{5^IkE+$Arast;0Z*0ACSvJar?_t^2;K32q<dvkQ8?YP%e7sL_w-Fo~n@Q;fL
z_g$i*+NUS8^Jw;+)V%D=a`qCw+)-4&th|}EP<~^i5?Mhz+d{#+b<ekNm$EDP_AZfj
z_UYTzJGCg<to-}3A4HYA$`-Rh{N?Pg0AfBYGW-4`*^lyj;C}o56WLGUyQ7kFi530L
z?B~tM>?tL-+wysmqWtX2$FgaYf-qt7rx99yFY=IlcGDw&cxuXD$<X9WIt^Oih%JAV
zPNS5JA+VG=QmGZj+-=-PM?Y=9Y#OB`nI3-G8*kx;_4^*Im7MjP5+5!yzm2-0VKkc?
zd!xNUr`dG6MQaE9iU>>?uLTB|thmo{<t5Lj1|OO0ZS%&K)ZFdw?(NExNz=vNdBU3H
zI+VOq(M0M<PuP>I(l658XaEurY2z`U=BqPe@`63UQ(>(~*zi&D3DPo$($<V9J>}mm
zx_(GSccxBB78h$z$?0>ZM><xhP-j0XnRe*=-K*-Ba!blUCZOi!mF!zt7R{*@-j>}7
z!4?XYx>k5kc0UVMPWv%h;rp`>n%pY_$nq^Vn)|HGWwN1wyDs=~iyG_wzT$e<vl>?X
z7v4S7il4gR=b;%SB0!Y^t>?r|?zpl-E87d0;LhO5)(|;2bxA=-Y+mXdOv+WRje{jb
zp#(6VfZfg6AUF+Bg8jjdn_Sj8Xdnf;H$C_0W1_T}&X7xlMkmlA{i4lxvQ8M^J{6al
zTgSN=mhBeOa9+-J!Y|$huZjB}=;_TSdXclM`s)EE4AtFMzbLqRbZq|^_4_@%w?2Kq
z?sTK@P}Y&UQyy$`YcW51?O+A)Pqqef^hn=#G6bL}&6dm65MYWz&4OA)VT`3od$MZd
zG1=Jb^@i&(={o<&31<gGCRA}$0O#ik(H)*e%gfqwlmRjiN1l8}1e48Xsu-7n#|_6T
zMnbHR=YO|_yZzA&9!Rou<cTys_zBB|)%30uWxX#c?0M_NEu@Y9`rdHXQ&0m=dbsgG
z4JIa&D<=wqe80i=RP+HgMv_Km=40)0tuwle`L<&i$8D4=j9>Qtu<(-0A6a^ZyuD7=
zNU1w2O*ET0ps;q6=<%)A@GJ=x+qi7?05O+c*JaH$)2;MQ(SXJsFiba4-!yHPj#(B|
zX<A@bwR$um7y{C2%AT%&0L4?p`noK2v%QgAZW7(L#P??N*e`DqX=xJDN^Z_>Mag`S
zoc8^W>~4I&#U|cFn3dg^JrI={>Q?pvZoXf>-7$<`?^ayRK7wM^&vPrtARf*Z0CA%*
zk8-#bd@MVGf}32+oF*&zWcGw@__-0vww^X6pOWFqmoXS=0|`CllcS3tyL`>zCf~{^
zku>2+%ddMAbO$IFw-*!(XcWDhXVNIj&Jd?|5c$6ZgD>U5LIvr1VWR0HuUMj4*zv=k
zE@0^g@Gf3R<U_}N<Qi5T@jEr=Q@n%+T>v=+kW2hv*c~p|{_0Wacnj*;y&b8(0teEC
z3VhY}dL90*psz59Q-q}xv+ndmbF<0M*<5?D%<FjRzPqFPforGv+^B(%FUos^q7-p8
z9ZrjCE<gWdv+?Zd=bt{ad{UetSHnPP9bJ{REM$}4gmm&-AfNn+>D8-i5rz7zkWxxL
zIpr@M$HM%@`T3?~cH={GtI*u*O?e`v*{lzD@!TYm4_A+`K62usTzaFN=HM9Ri|{#B
z46BkQ&L}>tYX4P)n0E2v^1w|6zN1f39TRxGCyW<u91pFI_TWamiaewXm3WdbUNl7&
z?x`in1d|s1SNm%(%OyST`)U9_Uf1iKSUPjMAa|iE?ZCu|ES@z~O1nHRt`-!>D2k{v
zLefN9mykEQS(Y~Xpxf!SiDXnKp(y-T*IqVK<f)_%)W~Gs>zrhoa!gM3dAvV}gzvb)
z>$Hu!43Bi>OtZ2uFI04Ea&<NQwvuY^7Z)m6z8CS&R1hU9ZMT;PtzFn*Ya5Y{WXlK$
zMvJOeb)p7$mZUL%Kxg7x++bO_A&wQ&2%e}w7r0S(oCr6GkVA&R{6TA+lW69o3CI*Y
zNE!G*fw9B2ki4Nn*`O}59xDgHe>bXU_VFy~2#NJcbMg@Noeh&R;;^<**+jQjU`^@N
zq(@l1ZN*#-xrbe=Vf6gMH)9!|BlX}LjoC$(i$Q0%2WND$5e8j}D3<QuaSLonFO2w=
zbF;BigE-hYSt-b*95qY@-w<%S<CXh>4j%IKWZBrku-g4~Sd@UT`#mk@l=*V~!vi?&
z)G;<_1@X=iFUtRMcZVS?3Pl2uTrEvvZb~*s=#W+f?Jr|TETPk9&YpVy>6K=7=JQXU
zd*<}HXFl6pKC`lde@&vQIEf{RFv`UsUu!B6;Wo#6@}}*pn2;sB?fuaV>xBQVRFA7%
z%YoZY?!cF~x*Ma9F6Dtm6Uc2z3zgOC*%O?3=|F3quU^dc6Dc$f^wE6tK?`#r+S)UD
zK&J$G^$PH3Pn^hu#rmFW@x?q)q}@0e5KBA$<9T4$F|{uTt)OQ;C?rSSoroo*4uGe6
zqmMq#moXhx5+L!>HmD1Dvpxk&{kiGyZJ^q5q1hBZZd)r9dl={U?M4WCd@;d1b^(uo
zUV15k3U1#HMjh!r5chVf{E=<dL88m^MYzaJ76HC622f3A5#UoPV9tCN0S1P{JmIKl
z(;nTpM!;u$s|rjmj+|^AWWG(|yTk{^K_;w(-UU)_M8e&tgAGH{&cnrtgZM%Yy>Nx%
zAU^LQsH4^CDWfM32k>kOK*<Q5jLCryTd!Ksmuqj?x91f=9VDcXPlp2F212+>KxHe8
z-f9Qr*-w|i$$gyM<byULYmCDpNVkARs6xf4G_8-XZW1-jK&~0ffg|(cD(MRRTnVyT
znVPJFJyinb^5Zy|vX-L!Hl^bZ%OxOeOI7ttN_1PP=!Xx44R^7>i%3W8$`AgZ2j3w-
zS6{Dv`Q}6iwgc&dSrtds+uYXaG-oUQFjM{Pl~tC5VM#ST8kU^?a3*{JW7Nwfv-Z~2
z6AM>GI2?Zb{+SMk)6C7HYX(ho-rjD~JAEiwts(CB-8GfNhZ>eY=$&WAIXT%)vRs=s
z<4$KQ6h8h`W}WWBo`U}H-)<Y4gIH%PXC+CRbfT)GGZvnzsFPZswi&u{KC%YWce`>L
z4leSrBpmAaP9?}ySKVY~3&tBL_D~~X<-UX=c!&yG5q7S0T0?q#RL)}X?&JaWsBf?^
zD+`=xQ&Hx&g$mpTD(i>_Y4;V+#~**(?#Z;5)oQDH5$>{|lB$=ty6aoixA7Kz7t9Hl
zFmxhC`HIl;dadoXcB|5c4%yyF8zMQR8a2%(q6Lw)u_+3qo!QM0OJY}EQ@hooD(yiP
z$8v!psRXd}W^toXg9p~A9Acn>hq_MxL$C-HZ#EU_-Rd;9cqQuLLwvx3io1Q~ulVL3
zzR+>3!So$>$-fJIN~5e!LOQElj5yCdju@EuA}K&4AiXGOnDXYsEdd%ZEnHFL_CBR?
zkvb<Ueu+f-J`PD}u>8bjBqdfdwQ`V9e>&8W5FP&=?W~)frzYJ+eX!m`mG<DEGT7Vk
zHTX60mf{Egv^T(N;^)OH^x7wa@~`DMg<(YjM*6A6et!hWyF+my=iZwkSiwg;L5vXm
z*{GgYv@07eY~5`bnh-s&D=D1%t_UVqaofsh3!Dmjy*>^Lo0SfOD+^CkY13?6d9@QU
z>dDHLPT46@O-3>m9#MG@Cpz8=7BEc&QI(qn0dRz?lVj7iv^-*BF>F96*pycA;+;&)
zaI3Z3fe(A&RgP&oNjGr6hnkh`?htvqAbFheo~>4{gto6r&)uC}cqz(@K$R;2jjQ$a
z7#$ddZ0T(F)O&^F4f%LM+HPFFY$BpTs-5l*xk=cZ`#TMem%SM)s3?oOz?#R-z3rDK
z?lhx@ZE5LLonsIUj3$wATBs0S+j{~V3~VZ+1DPy2$z$eJ!qFn;mvxv8;Qd)7*%Z@+
zaD(U7WB`Um)Ni1k4vbfg9BL5<k<tN)6}OX`a8Gc#pjVoDHzlvUVI@feQ_u+nZ4Cyk
zgV5b>yS|J)wG(B>q}1?|*z<KPmtvz72Zc6KCoyw~Pz(H2G_P14-@cI$pS`Nke4*cM
z>-aGb=LgtVaS!||K8lo=A;YFBAK;xwXt~ji6%AtvZ6(=Kea{@LS{gVOp=PwPgc2~)
zNm}y4mxsfz?hZ_6`($NFR2XGTw@tsMID%AyvsR9HIbt8c2qFoRbzT*r1pm){*IrSS
zqT!)9c^YThG*FXGf=FO75+K4NFtHZ_X*0?GIh$7TSgBe;eJ!U`R9bwalZv1#!MLGU
zJRa#sc*U@*#yD7bu_^{B;nhML%|sX}D53)m^iW2EnwT%(W)W(VMyLd0OOKw$MHW}6
zq_uC!Rf+|NVp79D5n1gc8-bD~BB*4HXQd$Fb)splC#9)yROCQdc=;y`vZ#GUm^7Q6
zSG*9Gp-&($YJ))WBB=A^(sbt#SYV|&7~>)ov{g^hm^eDqXg0xUGt$^N{YS)z%^ejZ
zm}!N?#*jzF2+bW4qu%wU5t}<IM%R}{Fd-imBfQ0MJ!g&09g#*jI;SX|G<DP#x$sr8
zu!Drs#aAYG>L&h6ml&$yc%73!&1T;n6}^Z}x;-Q!uc-jM7DQ-rgSe-Imx{w6gi;Bu
z<Bx?;NRmXcn4Z49{J99959}t|YS`ITknRqUJ^^QS+oT{duNwRniD}eYa_kLNgZ?u~
zls!~gdG_?PxJ|-gpDwG-CURlWL$%rTs!%)_ooHx8r~FCLSwV2&u?tURs@ZbBI-Rqf
zK-%Kct-H}(=kdyRS2eTf?5j@2A<v>K@!*5q$d0S4t57C=kGSsix@8ouO(j9EQ4`z6
z7+pwg0njYt1D4Jg+rbXQe}Zm{vpsO}{6X_djFPabM=GorT=qf%Mr*cYcqoVu!(LaA
zPNP#@Xo3{eW;ATwwI%qmkUyRY*j<b@p$u!mvD_XrRdZr9iFyQggQ6ITSxI_}KZFq(
zvT@<qRYbaxVii+w_<L9dI&@h;wt56n0AG<+!@x%%ZujhjPWJes{E2b8-Xk#iG}{PX
zn>K<c<S4S;8Ey47hrb*;6Ge!$gJhMMD-4x)yRtsy;Hu{hr`qD|F=4n62wto&!7Fq$
z*n?dZ225x5RLe)p_hnX85*#tC=oivoquluE5&z>`O^~bzmcEQto?*fUDDn;t(q<2)
z37CzXwpaJ?5TIxQBl2I^!U~>X#BqCF)qc_<)DT`Ns{^+IEkotKZ5m!_{N-08YBbOb
za)2(3(jyVGmj6i1PDOO2O%|_dbid@xSnO;Q;lMjlm#oB}cv^U}#`whRqQ9G)^{`n$
zOQtKpv**uTIJNTZh2>Q@5aAAu7-iFkS)yE@s~|eWvTjwS>ysNCfUu2StXv@)SB=B*
zC0(EM9y?&F$wAyCBfH?@qCw-EDAoA(c=U<-5kEy>qF3VEV*yMQJAR75M76@V5AoYo
zb)&pX6%sMuz<okZ=5~d1Z+0IpcybUbZw=xBd7B~!q2_9X_<&?HyEE+t^Vn<}KqdPS
zI>`ZuIoSXn%02^td(sx1?aW|KW{&~p-V_GCsPW5y9+%j;+hQPYj#hdqJB=o8k4wdh
zV8v&%bNOPi23c_?Nz-nOYQO$+53Y{cO;YeKF|gRDmF)R2AX7>6q<<;fEQ3ji-_2eI
zj8V?DBWFEBs+YY20Gk~LupyeNK@77|5kgOw2JvdPUj{+OG>9){ua!c8PYvSRvp-b^
zL9R83Ka+h&DMV=FyRz>tgCI*=8{eCK84!2t6u8maE^Z)yA^U-{Mz~8F#8<M{0r5b-
zk)S>s+z(}c6>v8va5lZGQgnAL4fC`6li5!b)f|ZGU)I6TX1`DZlFa{Cv%d|HyK=3F
z)?$r(E&IEGxHAV44fpS7zXX5>5`e_kU=96p_FI6vDTcGr{uoQ-nm1Sa>)`&$Eek}R
kgz~YRr=@5NH%nQ%{Nz)zo^8RhU~l4$^62%wy|w!P2PyD$$N&HU

diff --git a/docs/.doctrees/font.doctree b/docs/.doctrees/font.doctree
new file mode 100644
index 0000000000000000000000000000000000000000..50297650cecf5eac8207ef012cca2de23c44c636
GIT binary patch
literal 2089
zcmZ8i&u=3&6z*<Go3u^(W9bTsEjM5}H01yi+8ZpliXM>Ql$GUpJQ*t<d$6C|<WLC?
zNL$IbHUBT4XOgsOq)78VKfj;fd;Yuk-&g&e_7{(RQz^3;^P(`ekUqtJVMVB=q4X(z
z_fNV{Z{xu6J8y#%GQ}Neh)U_gNs~ULc)*FAng+t%th=iUpYeU6x%U9^-7~!IzWPOI
z9)&3vb0^DIXK(G`m-p``e|YKqM5|Eo$*<DS$u^Up4cAMr{G?e@WepQK+zIh%&^Gvq
z^E4@~p)o#Ei2KB6*-@%q#E}RN(Gpv^xQRz=L@OiHP3(I~q|6NIpXT&QX+JI<%t=$E
zxc4X50SRmh(j!GWUmVP&k&csfStvNFK)h}s9CpqaJj@{;ti<3nq#;?sa`yQYPJ4*X
zEmJ%zttDegJ~_O85r<w1GNERR(z-eU8F>`FK@IBMDG!rhc8JunMcAF9imiJ9kE;u-
zrl15)Hr5f-@>c3}{W2a@TyMl)Je3QDiV>&a*Gj$EE95lH;BIusok7K*;Uuqt49IaI
zb5iMJ94XTTV$z^X&`NO-sJ#5?(kpzw**;{_IqO)(O`)YjwR5O~QarYSwypG9D=A()
zJ9%cJ`Z10=qmKcsufEwncy=?M<ODpbRG~f^38gsH+{^->$(C{{z69~(D<_3@1uJ9&
ziolHmKW^flu%<+gD2FOo19GcHs`lcD2eRxDiZ2y-H7r8iunqT6)fP~oodesm!Q&P|
zX^qdle}oz@Lt)vX&U`wNi^h7%p5AOJB8c58uR4AnvqE`3)j5$>l>6(Ms9wh-B;zp!
zoRl>%I$Wu-Qt57bU*|74!E|OFv^QHT(C<TRh>Zw-p60;<ZOjZT)T&mLemnU#jvCo8
z6h&ejMO(0=j7&LV&yx|qsE8W>?&=D#A9s^Jwr+Nn;(69=1ArzYS))CK_Vj^Ye*OIq
zsOQL);+gr3JevPzZ61@#GhgS@jg_Rb^?}L1s;Jg*Ho#uN2o+SN>wdfdA#1jo%}oN#
zH<=+1@x(6;@dc~YtkU>{yq{^Cd4J?<jw$;qV5mI`^{SOSk!dUVs<aoP;)n;0?}iOk
zZcB*U^U%P>2+_4$XSD<#z#c1<DZzpDRyfOh!iVX$-jS@QvS6wPg?$dTlRYiryONTC
zoeORGoXMIi&F~gD+3xO-@id#vz4lU<-7<TKyVBgIn=p<2Zi!%O!9isTg{dG$+|4AG
z5;p%Sq5-D}8x=N+yzB3==C;u8Jpc@A<wn@cvxBDu_<jag--G;3%LbX;r|J-=!>4^|
z^@l>CyV)UZbVwe*wO$w4Q>4@Tka8dEsnwfSx2m5%12@`(EsKM-*Y?ucmVK;IM|p3b
zKex3y*@*{O4#I{!`Y9d?t94g+ybk;CSNJF7{BQalL~ppm$ly`+ZBr5Y*=9#<!G{~T
hZPKAKLWcsQX=m;0UF0>kp7;UFk6-)tSG!?4{vUF+QG);g

literal 0
HcmV?d00001

diff --git a/docs/.doctrees/index.doctree b/docs/.doctrees/index.doctree
index 94ec6baff124dbbb0e0752b2436f28377c44ca0d..9721cebebc94c1a87e4e68a01cf7da1f941c681f 100644
GIT binary patch
delta 914
zcmaiyPiPZC6vn&FpKhDR?4~hbV=7HllD26qLTfNI^sFvkR4CSvG-KaxlC5+%sYOiN
zU^T)j$gEU*5W$<CBnL%=ih>8RJ$Uit#e;~5s1)%e&di$FO2Nz9$D8@S@3%8^Z}iou
zeZg@v_0T@<N{Pjctj6_Bwt&)SWmL#%=4Dede4EB)8O^4P(>X*|5ImbOBk&cz!v_3-
zpE&P{;0LacyoYOPfq>%12ZSN61Fv<S=m|0pS=G_hOh!lP$&#i|7t^zHZVKrdKIjfR
zBSfY2Ves@jLPQ<Fi=q$Tb^D3KBlkK#W|^j#X%esQxZ@h9iqo{5A+k7ktSL$27aqhH
zElHk90B40fSH<f>cu$osv`v`MZa8JNAgjp4W^~cKNPfqmRIwn2xa&j}#K*-bZ&)^0
ziTen58&|qw_=6Y_uF!E12B7E22;seiMQ@y2z+>KUcg0d%pr74fvvx_PtTK-)-htQ?
zIw$c;jWo^J=JeW@DSqn>anC7?Eu!4Q-CcVdK&uSsH31q7-zOS_Cl@2DIdtAELBFzz
z?-1d8O8EL6w0rzN#-y)L`n)Y;bGn7GF$KTj)KF$-63iv@&uM~_ByMbn|Bd1QqWHZG
zzoGpHK0yq=FnHR1qVRm<fbsjChlM$c`u8FL$NZ<bWPQp1vXx8MkM4SBn@_ZoM>0$b
zltF_PSXSDINU_tBpk<hrA-ZdjmMAUzNhulaYNm+vxpPRP&qJY35|nGOQez$x(@RV%
oF`ZO`Ub>UTb&|Lu>|2H#EDYXQNgXtfB_(M`lN6}01y6Fn0rOG`VgLXD

delta 872
zcmX?Qx7d!Qfpx0HMwTdUE#ch6%sl;)#H5_m_{5a5#JuFxlqqdfQZo+3PSMEtknt(w
zOUAd<j6>c`le>A9Cm-d0!NJSOz>p!G#XVV3Sax!QFwf)$0S-ov$<KL01qHySrQ|1P
z$CqcOq^Filj^b73Qv+(q(f|@LbJQ6nC-3Li0&2R)dyc~%VxBFEc~+C3@y+9o0O^bZ
z5iyhd`SlsS!P=}Qzv55j$cAXkMA4Quxl<sUv0?I80c9X5DJTmh%>|Vhdw{CsCRYe*
zaCbqpwF9Zi2l-?s_XtZcPM`ch&_kdVBqN)llOgAA4)kBs<aMIjtRPn1<a?sZQZ*2b
zl^{wcgBhaIuQVyEcJfjo9o-!uarW3LS#3auX5*AvVDPbK!9}}KL?{0fQer#+bdx;e
zw8@UbDlk{=1*(F(>J-pbx++;KfMPuyx%nxXc`2zCQ%W<mvyfbB0d(IkuuDO#ZG>E!
zETX0R3TPmvOW~p@E`2q5mxu!6Crp>VM|SBSkV};yE@dlDO)N^zKzFAl&~<Ns?$l>|
z0dgY;EHr^BKx(oUr@&-mF+qWHkjoG;kTy9)ES%A5^BS>ZOpLLcizV+e*PAl|6N3qm
z$SBJw&X|=kJ&P5nDT@h2n1cut5TOrJr2`_=L4*pBDDC0QOUz9zsVqn>21QO5$Rxjv
zvW|>d9bhy3!212bdi}uq{7N$vK`O!4@c^yM%}|}5F%fK8#wCbN93bn!Hd%pKAe*w%
KHh+-~V*~)n8~9fM

diff --git a/docs/.doctrees/main/columnwise_settings.doctree b/docs/.doctrees/main/columnwise_settings.doctree
index f6364abc2b052d17de75b40d5f8293c60d6192cf..b1dd2c511f8dcdb548a8db19a56d1b984f7ebd95 100644
GIT binary patch
literal 45284
zcmeHw3y>Vwbsa%q0qg)+d<cOwm!O(Ulh`G92LS(E2_zv>q-dBclK@FL06g0})4Sb`
znd#AV4|bOfQj}A&M5i6e;>aaAqV0r{qUaYpwB?i&RVl?pR_w&FWGazMu_H01lpWdm
z$dO7Fxs;rHU%yZH%=F9-un?q>Ma<50zwiCMd+)pNzUM|h@W;P?1^*ZC3>&UjUn$y^
zN<FAJVLRSh3CgXSQ;*s&w5Q(LKHr{<N1OI?7_^#YryXB`5@pw`R+>(|eWo3cQSr#D
zhQ*}*me46jUQk!n-4S=QyX8!K(jARQA}^{s#;bVmgF&@btIsTZp<^9)qR6W+g>5R2
z;+sx5D>RNCrQX%%@u7pO;>`^kBZ}JY?s&AMrr>UjHzy;Xi#Juhy3?L(E!c6vj-sZw
z(26i)n&C#T64Gq8l&f|a;vv3|)a{!1wzbk~=pPGq`E1i!q%y5|OJpz6tG2t-9e208
z*SQ<r{qa)|&YpfUbeiGms@HPu(+@e}*(hk7K3cb{tDzU3ZmdRbP%o7U<fkKhp;Zl9
z;pt`=ovztl{dAdOLLe!H2}p`~*><l#wz0JUz>H$H_EOVsxF#%r_k_JrbwUe}u*yNL
z5rj^~3Kp%<Ip;L(DxMLjLu=WKT&v<OE;<A<t71pC6|FX$uxOod@r)Y?gPMby0wIOS
zwIi!+*R2J-Z8WMLT8;wCvCD4KtmV}!-Z`(*va8kAX=^cPqHGj7P3xQ&;-U8pFl$Aw
zBl@%J6)UtCo$6}Asd$8S^{yz;zc2ognU5ya!=RFbf=cGx>xmZKH-Z4&8$j<j;@?g9
zcL4vUKwR#v?u@(Nod(voNaAAbkARlEvWfY^gF!t4F2h2Bfj8;y61?k<#9QS%30D0;
zkL#`I;K9MiMZ|u8GPWH&rfs0%suPu}9_Um`4wLmq=}pOtoLZOHMLAj_Du}|tVnm*h
zIoa0SeKe<P(5%^wwwi+R41=5RJ{My2!)-eY>Uadbc@+|EvR#7y&!C}G{ZTaTo&*S<
zNKawXeLDTX&CaoudA~2-2bp2XnOP6F>MTe@V~)K_V4%<Sp7CutGv3z<of$dnnMKv7
zod5Yj=KoB;LQi3U%K*~aVX}*0@{q@nu$vwPvc`DlJ9P6>Z#dkZ1BYD%hl<&cgut)$
zo7@a~eX(DmAt5jcV&6m{Fs3bjqtnluQ+2P1w>KQf;QCT&1>|h7O}u-y7F1^EYj)JA
z22s^pn3pT;mMS<BYlBhR{SvRf`{IHwuX_iBj=TTC>^LpKCgV-qdwgYMwT)GIbp~Cx
zovdJc)!k3>4{iNn9^~T9m<d+%c6<#jj0ZueSiw>YW1B@qC7}0h_v`T%)S$(z9dD$b
z<8AoutYF0|dr|v&e!Xlr>-aj_SS7f$ppeYPTk(Sze|#s|6WPrrCu*mFKos!@iPZZk
zf<Gu4U{Wk=(x&+|iz-LSe3D0Z<WS``M3ov1icv#e9Y{XCk_SE-Fj42{`V|_IIx+j3
zAH~AcYy?$1N@Q0^iorvWr*$pNOvnsc!yWgp-f+bg-ARoAcV`aZZua!B1k}QrD4416
zusXr$??q4jfCNbTy9X#YJTUh{0oK$6jmmoD$wxKs#ogayShKl+x+@1zd!gcKc+7b9
znWdH|sms56fawxg?iirl@L<{XWCJ>CcWUZ<hvA&b1;^bv;MmpTt~5jxDE`I(QzTG4
zJwUkx6j}~s6%u0H$HBNzEb<FcOUFAG*2w|1jnSu|lmo6o)1WZpA?6b2!ttIQIF6oE
zjVJ4<|NH=eAprgym&@u?L#Pf{6E~@Gbk(PN7Qr|^nLGJ=b0&W^@s#SgQ>pU*@qnQC
z=m6zF0scz^lmj^>pj|hL8Y6SvdYBY*GW-m(%D%x^zS<kSo1mm0%7O1#gnnjVVJ7`Z
z3j4|cU?2+nGMCFz*iaffk(e5YCDmtR=KFe-z%ag-4}m;8Wgk(P>Q_;i5?0?G5E9=W
zpd1m{w*<u2uD<h%r3Pw+@VeBO4DfV+j~=hTvgguI<dJ96@RFwboJsnWL^6(s2U+Q_
z8KB&SgXUpL#61@Kj`sk~(R|S4SveWdWLEq82ADGO&zlA)r$Li1Zb&Q%e#|e2_PQ-}
z1FUm<POLV_y>z_MbnHs#I#BDi4cYB2hSbQ1ah}e;2i6Drn+c8nB=OY-fE+>CAE4au
z5V`hA^0ltkBYTD1gX}f5phZBa7?8;;g(1F>51~Be{Mr_*nvnaS2^MGI|E%J-=wCwW
zeFH#%AoU9aluIC$Phg~O-ESHjx;VLognLaaN|VNec%&MXVL!8lYdp72H{KEHDnlRa
zBZkJN+(GdJZ`EE@P>oae7QM1`y;@!fsTnlkZ?)mswdUu^NijcfRlT#0wdgt3itv|`
zr(k+5Eg7g@TRlMia~b5jUzX0Sc&i+tbT@9I0qf4lf#Cm}O#QSEq0?C)dSr8ZduryI
zk<-t+j8WsWo3<@It;&s$&bG-($qfwURCSjUA4wNSB;Jkt-xzp;()Z~4MEdC7e@)e8
z-|wCjvHabm)`WD|O%QR|O6!0F9Zq^UMd=~b&z3`$xJ~}~pjotzR;%n{m$k({K|)(z
zy)a9ABD3?PTVZ1YRpzaOR`QVcJeHb4t6q_>nDRnRdS{MWuRZr++4gJCy?9Z_rpYJ%
z>2(7@8?gT?1$*J1cmKVlfp||RfCPyv+V{UtwQ1`LULg%fJ$R=5D>nAhY=|x=-LDDP
z*%r9Y2qWEmXXE}~qo+JAMmf&hzcl@0egT~uF0xJB!v*`ujJXmKOCQ<Z1fa~f8$nGP
z5;6bG2lzF;h%XEFn+c)<?7Om*s=H+1PhJe*|2P^M2KcwF4fy^z%Fp@N@#lW3+c~?Q
z;NB|M25_hrk@{H|zz-%K38hj#<x9wSCm89qWub=Uz8h^mf$5oxZ|?=c{}wUX&r4zX
zc2$vu<uxf``RCZqw1_x`476y|k#-<8kt8pYolPh}ym4u4YZePX9kh7ov(XH&y@~Bl
ztK5Rrtcj`+w}t=?tV)0$AeI+at=XCrxwG?Vbl#$`0dK}8g0pb6OZ^%ewwg}VYSz)s
z6OX**D7Ipo_Np~`Xy&#%@0_x*scJ(Vz&z|`B^f(yKWjOB{s%f`gV=t+0|8By6lrwG
z@@)ogveLw-YC@Wf0C$s9dQvPxs+nffq?(f7g!S(7+eIV8h>&xrXUcExp|||*6d@Z)
z$v36OwF#tHNZadAsEY67OVC*tDi}=85mcmT0c1ww9mz&nX#x8FS!28G<Y(a<Ip;ac
zh;%q2Y^kUC*W^@zEgL))uZscp=SrbnYgC=d39spe6H|pkwFWo;5sQl!;f}RWO@vOv
zu9m7!eJOG$&J<AqZB=Wq*7D2QD^#v&*OwfW<O(zR1KqB0BiR!c>4J5{TC@;tqQwuC
zL=uYWZs|3)+6oVdf$0^#NIa1)J5|8GidC9inY9+HfgMfF7A*WnHp>yK-YBvRn>+;x
zHf<f^|MB(Av{j*fx+5si!fwqyQ(S3*)K;^WsxWQ!u9e8l$rVdXcnZo!0*G5IZt_-Z
zG6Bd+>Lmu57%HzL66E;9jYuV1SWthUpNt({sa0pghD~v8Tj8xi#MU`{9f9u<kDiaW
zR>4XwdkN35kxda>h<9_nCAW%yQ3*T56g>uE>c4=l5*z>el;rT+c%w{+7bP23ys!+K
zr7$fK$3m8x!Gz0R1+1UpL9Mk2Bh2JPQK2XPSfiL&YC29GM&qKjV!heAy?C4DRN)Dl
zIOhcj-I+-EAim5;nMU%*`yknW2?hLrNFN`;$MgP2@u|@1e+<7mP*_Z%5W;`Ns}U9G
zK&1GM#iGRzXJ@Tq@!+DjM6n4Rl2mNemqZkn+UCzX9O8|wrq_;lWve0F0GeopcI6Q0
za=smJxTWp?E`}Hqk^K(77$ZyQ?XHx@d-Ax4kSQi5p=fd}pLEHv>txzmO*C4HjA(Kg
z-wI;0$VV#Y5R#@zD@NT}wt_k$1DQC;$MlA-J!l=NR{@Ot_h|wgA(<#-%5omeYxHWS
zep>VD<~5=oS+RN3g-l&hTzo;zbb-KN%E;XY)>{i{k@9;D?5ISO*;P8LL`+%MjTQo0
zm@*`mmEj^3m7-qcv(;%uc9u(JvUbpr&?SgAWK&o;;9Vj|ZeA;>N>Wyg!pRbyls`X8
zQ&ObEE7D&wIrb*oVT9GaDdI2)>U}EAF{U6tg(`*h5Z-Jf*0g|zq-meX7P6*uoS+|<
zP8Zrw=pLizejKfC*_7t{900I!|0!wQZ&DT6xPKre>K?}47!32sSqhpST<{!Mtc9Ch
z4FikjZ3gv`u#@!1q?-sf$hC{roWi)jk48W4?^Tl!Qm^;yY1+~c{T9@e)6eq!E6j&S
ztY=wchAtijp*=BcO+cBQm=+Ha@f~_RMS3Ate)-C4E_ro;jNXuPj5_BN3!y_X=@1Qx
z)<N48PB<}b(O9NX8_3`-3G#k)RDwK7Dx85Rp(>Kue<bFjaL!yl0fgt-_QP=bLn(4F
zxcp_!<rKo2qV~T0O$^nWzvDL&Uw4F#>HsyR6J#P(-G7JCzBxno+LN9Hn5xCUf555#
zNT#tg55ec+e%*boOOWZf|4<)f^l+4$fu!#LT!Vwf{SI-l^nfEulmWpyh#3;9Ddu}!
zU}fMpb0|P~Kff;p<h=?mEFd3G3CQ=8D^M=b79U`-L;z%kq76C`OXo)HbGBFIb=>+%
zujWP21Q!#fp&m8uFe)s2*hs=L5ZM$won*Pd%>c(j?I7F~UaeIV8&F1V@+N34^7{O-
z8R}%ek^rBlpwQvy>lOK|h|iCxa<XTmBW?8nn5EBUdg!3PzTwW}eiLoviG?1N=s$;g
zhRd%{RCA}t&kW->Y4dmjIi}4r+X?H8d`0x}CF!mUW%On&bL}O_NY2Wxz0-Y_+#}Y6
zSBGI$50pi{wn_?2OnNW&A)8@V6AI4J6NG`gsUAcr`_>ayo|GP9uUK-tb|TVAFY;OP
z@i8qah}SLN%z&JLP*{L6GF>36Hu7+)45|YCg~<@vLL?Z`5SO~=eeosiQK8oVEs`kX
z{>${oFp1NGC2P`3<?u9W{*yj*0fP2FB|4F)7Fs<HooP1kH^F<YRR}t7fCvJ4Ohm07
z{Y?d0dU~r8{`Kf4k+Orv|7%!r<#GRu1H+0}N&f~4T1;Xp{y^2`g>pW%P=4%DP^(>E
zg*Ab*pKL-Lz#6w~<8UMl20`}ZHECMGa$Nz1_V~gU4nwXg*9p!(AO@q*bl96n)svMG
zD`IA4oE9z?buu$(CI>T7#e-oJG+`<?0zS}F;AjqQt9-n3z^^^`q04i~8jW8Q)cB_g
z6>G7F7C`b6i7Di{q)E)ri}N0(#b!`La1>m#e1@5VP(ad)tt#*9^3H6dh2turgMb(q
zEOp0jR)I!miH<xwm4cLbI3$}^bF}WViF(uu0!}H@Z;bCRGBY!xqIPCRD9xX3#<+Ep
zEcm~jX)RwgyqfgStND}b0|14}c%3@v0z)mTvQAWU#a>KNN6JHX^6<d>b2tQF;^lqv
z*$L)27|5q)ZlAVhZo|LBymN(5{J8zhd2HR?$o>TpX*F}7kP8%lMd6<vCa|!ZMYGe;
zzv<Kzlk1UZXKq)9xOIrFb$b<-H9aMZUUY>;(+0sJKmZE)B)0?On|#j6KBM7y>)qF>
zNt%za`lqH5SAZWlN4`2iKj;m0ICW+!q0iTWXCi7~;3-C7Mjji<SNw<3;Jh@!|8qDN
z)h^Smz4s<cVmf?UZ}5GJ>&$(MY!hw&3+ViO+y6cM@ux6XbF)H<?8Kqif;#<a$Td0E
zlRpXOlmRwAMZYwVf59MhCU8Dcn5@FK<-CJa48YSt;W$YY47jdXC}850QelSo=&>^+
zHth=R5zFfBIXsd$#S+d)nBoi=o&<g9(f&O~s@52}QbfyvU`VJC%dUsa2wD#y>)6l%
z)?uu~xC!4Hr@!L2T`cIz73<<PsJO&G45|S^AEZBPR)$wl^HyfDl-!Tsa^V=4bG{f&
zsoAnjIKl(&y`&E#6P{6kFwCi+xOg-xp>Z*rR8aBXE@<Gfp=jW5si~)FV0IW9FgOYO
z0vFPRnjPc()H>k&IW_TIMM+wMS{w`ATUYWAKoV<1&^$k#2sOhLl1g%avycp}9JBB!
zI!(;Ny~nXH_+YY!9(Eju^10}^|Lnl@A&kI>(1SDrS5#d#0^gOgBmVYrN_ewiW7kAX
z7)y$9dnm6M4JyJC(4_E>nKDueoJCP+atJVm`Or!`K;ZERTUZ2eYy;7T_15e>&(6A!
z(j0Y!prW^VZDO2S$H8bbBVN~TK$-7R08bpVqw!|1&S{v8Sc(G!f=9}qH}-*}o*=W`
z3z<Qrg>JlwaD$zabmkrZ7paz*0h?4C%s^`V=rTLaOnIgXMLSDEOnG8{BE^7oQqQ16
zP#&Gj@3&z~B%Q-<70qs)=jN5L^10Z!|J%8MGXW-8ZOLG@-&A#()&5S3)$YccB(qE<
zsi~IjRo3#v@q6a7j`#q<9uUbx*Vj}0yg={2Qo~$}FX9(~LODT9Y&6~p5~?AM3LFT%
z5+JFgv+*lQHiH0xXI``l?NkRNmy(AnU_7$VQbMofI1dtPEhB`>I>eFehe;xrT?+Rk
zzZ3RustwmJ@S{4yF_Mj&pcOS*2`xeIM7R>@s)v%?5yC-QvK-Xp#8FtKhl+Pj$s|+y
z4BJ?GQj%4(k2M1RL?Ga+Lm}Y3K)`=QO$Pop*7i&9Xr*1);C<}sn5wXUap6pm?*(R_
z|D@jXjIZj_w*ZpfiTd9J3$YWm!vy<OMxcEs7iI$npnr?OmzISlOZVE1x?*!`Hww}d
zA?|C~AC0#eQ%eP+|00n3-vv_l#ZSvX^dT4^7cq(g*RP9Y9;PKT*wR1{_$EUjt;OEl
zO^fa1O38GC7FVF)WpY0do3}kVj737Lq?k}H0Q^5Eik2*$Thyhkt5>Nw+ljQeU_V1A
z2Z>*Jv<{cLUOKgS_4tL7tm3E8=lH}8TnRXFlSo>%>7B%Mu32u1=1F9Bk(N6%gOr%-
zc&<?7-w*U)>PP6$noZ;nqUODfU;n=WcGCOODIy<A#MA}BszdmVrCZI)y%RJiA@{Z>
zV9ScUr*fw~pvZfIA+UClH;;P82K?GZ9&}!!$&|GFWuRn^2Ly%YE-CFq!9j^quM0!B
zkc`44seJyETaYyVV?6$}th%m4RwXDUPLOn-Uq}%>%cb*uur`cb`mh>&?qsE060DP3
zw4Yo$Nt=;JE9~N2VEYk4)f^ooZD}p2Y%W&P#pa=wbyEXp4rld1rW{?dAa%fU3%iNf
zj+C9PT@UOSl-33*B3Sh4G}+bKsYUjvJwwVQRmXA0v#6X%4y{)1&jpzzr#__=J^8;1
zS_0}{q(5sGqQ8ck9}*OwFGQuD*)i$i@hF$0EE*Gl=|k#2mWbNUz6G$fw)vX`1R-^=
z>L}fD=<zeTARABs|5JwE+6D0EQ15~S@a~QYreyIy0A@eUV}mSyd}wCti6ljU>(O{J
zc9Wj-C6$!mH0w|BtkV*_(ILS*px1-<2d$W4d&$O^zGH<LUTOZM4|xu=(tJb#ITtB%
zr4jNaw`lj3rgxQiD>)}bM%2y78oq$c(K!Evvp?QS+ue-(=&eQi>VK3h4+IT;Nhsse
z!IA9Ty*K5ns-=8YNzz2My7YGo!yjafxS{>dIstRm)g_awvp<P)qU89wUeJCnBcY+f
zw$JYonZISwbwD_{e#vlf?N)VpK%c;X^s@EN<Ge{|gvP;5%n|uPofG=N)l3m^p@q0R
z%c%#gB^SBZ0|XBssgKNu&VhB5BfY6kH55eZ0q+@c#0yaXB7<W`)&j{>m%&Ih*l#45
zjr%t!(5=Pk_9@hqK+nhi%NqMV^E>K6ap`gYwt)vFXyG#kEgV#JnHGK{MGId#N+zX5
zQ<7gBX(F7kegFy?$6PPKN0(OmIliN4JsMe|8?>qwt7+2(2}r>2tdyMwU9eEVIZpEW
zd3AE{aRs6+sN2*X>efLO)oQRz(P_>KA3LAMF|H*$^3FMC1qwx>)2NhUs*u!IxiW|v
z5qq-W;6?!uEH=lKANJMWQ$sk~59{PKX&e>wdcQ*NTIls<(5objY!LBZ43;lI$0M;?
z{p^Iu9Y9e@G7Jg93FqjbzC#ZW70EqI|IVBjXMG5H6wH6*M6=~g7ZAemfLNpzNhV<s
zqKzKshm!-ths3dd3;zjfe2Q{Ry|vj4nv)YxaSJNw7ZG;2)Zv^{)JEU`Uz1i;#Hz((
zAfb!xT>I@bfu%x#$jP5Mo~$uG@cHE36!(*=mk#!EF)K6JN0NJ@GW_dIuuuH_QA^}l
zpPfHJR5@=23qEd(f#Sdp60wV6$}?<mkcjIMVqWBc95q07u#v<d4g^*q&~C98A>D4_
zR`eR2NHD!%UuGktbJkZLHDgTa7w}!rh$3T$VJr>Wthu*JHHEo1!ob(gBc{-2GcBjB
zG-co+O+Gfh5u?>Tt<5r8$)odLy9)0@J;TBq5nZfhTOpYgZS~8;S6@f~hUIu)ys-YX
zrXhMsdh13GqtNzi*aXBKLuR&uEeRV)t#E|7LXVdz;8$`fz}y=mE8)XbS`Z||cUK3C
zDG3;NzUwk}!yd?-c_W-kqm^*#_aQPGUUKpwEs?NOkcvKxKlmhq5ukAg5Hb{U&*xUK
zKSj9^rnTBe(xh(9z5N6od&6ssqRc5ZKi!u^Di_jyIb|Dx<^|r4C54McRwA09tXWN5
zGl4U52poa0%(2fhxJbE=R;81US7xr*A)hYuf$qDEA*smFe?^e&zg!EQE5f5At)IOB
z!qepK{|lH7+Tx{T@tV}s8rH>zmex<Qyu!>d8vSspQ6v3+t{qKgYmOcLnzp3IPEeGS
zN=L0_htGw^{r@^JScL)g4a0!?FRCsZP+v?LP#@x+k&{PcdlxZT;5EL0EYTd8o4{=?
ziiE%se@-(l&eM=-rMOZm69pV>b*hV+e~m*TI0E0O+I*&mnHZrr$W(?5ys&-j3h6Cm
zZDTOX4!Vp-sHy+k1Y;yPRiIvrG4n^LDUp;FqFy)rB<dGM_uzOi9r`Of)vCZ<12^@+
z*eq&lLW*Ny<-#3;gA<U*Q2=KMMbB|vptRXaP7fPymP_3;jtXA7xoXU9*~*w3p+9Th
zwfG7!w*fWtv@&DClt>mbhPKvo#KV<3-EFUH4)iRz@VI~7z_SoyVuTXiCWrWbOx0yE
z@t;y+!aGVwy>K)@L}`)<;Mxr+|H^sBr*-5N4P<N3m4?FdP!U$3OiGz71V{m)n@a8|
z$*kD^685OUcq_qR+@DgQSPL8fDQZd}0(iZztc!0u0kcca9XB;50u|X!$zy5b>PVPv
zBuya`Mdp>P&f>qBhA1qKVOrBu=7z@o`-YnG*D>W;)a*n5>{Y*8^+5EMjw@+)2MD?E
z2qJZ-jQw1jgdLV2c-X>4krqKJl`^fnRte#0D_2`|Uz=gy8a8T@Lrfc~@3`bckoLk4
zpl6N#rwJ?L{*wwhYoYkpQ1kI&(XZ93Y(Q_kSzLFC3~e*KmH2p~lo7dU4oh#W{k^q%
z{hpmja)83OcUuuIKcwuNwhkBXnYQjKiX(`LJ5O?IQ@HbzYCYU}NwUnviDy@4i?=PF
zM?M~vso=66qoN76SKrYGt;1~BeIt#&em*q~_O<!cQuWe4wHUK9eQJ`J68icdDW!iK
z7DsJK(4|01W;fM()fqINUgVF_I-0Y}-=tT0KBJ)qpR5XoDZoX?{SOYzs$z|wG}ibJ
zsJgty|F6^<|5K0F!w5<^S<G}$kYuO6|3EMFD)*PoI{PYJ{kPz#3zO7(rk3)H->{-p
z{~yte#{G||iLFI`{S|6TkYsleBH_wc_z=9GN*;{ufoBzu^ND3_<-pdlN_4R_UB+7~
zB`1|tGhK538I8y#;Rn;Xf+|aZmjTkeb$u8K@a+`94P)cTTg4WdWiJHSJ|nkJ1tC?O
zc@As7B**!A16V}?)Oq7%&&`81qnRomv<3$LN`}Ua1O)rK4@{zSPv@xh5E$71Hq&<6
zL7Z_9x|EK9Mg#WU7n^5iILx5SP<yYnru*-&Q`pgU{9;NH^5Gdp&{9riJt4}XO=K&{
znjAU!wu~HnSb8ML;7Hxm>2py;vkwe1AqS5ca`2m~F3Z9Ho05aSWgHJv)4a%s)%5hl
zfwhSIKdQ6&qJ@LSlqDr}=t>0aACq<?U73m2i_GI>BUC)Q8Y~H6OIsVK*K_!qY}dIT
zkmC0gl7vk6-)}@$$2TJukB<HIfuv-?>+{R$c`-X~8pW#8(;MLb3I@{aOdE}w`SMOi
zqR1Sx1~e)m9N#_^6?DQ)GjdkZHkkjh4I2P*$rmX-=<z)6?{#!8qXmJ(^f3HyrrfDx
zY2xqDs8X>><h{%hBg<Nhbh~>_0oUh(<9;z0(WcxLLgX1kh}^2`k`Q@p^9ECjoIHd%
zB1i<@4sdUBGoF#oOURQ7;zF9pUI2G1nBOvPMxnE^cuEmX$Px&{HNtXONH#*!t<q{K
zohmb;n%?Xn@ww#G=@#<D9}CA#(=MZ5%1T`>aIgV2fE!rgeXWs@Q9Hs(l}giIru^vC
z6VfIjIVtvkSFs1)2%5MqB|<_5oSQ=mC(i0rz=BO$kZJ`E$mFOlQe`J;%I>-YiG(oa
z`S~Qt?5eSjpQMYRUk4uNebd0xGU|2sbR#a>!he(ENwH=aI@(y8_~gQ%66f7@hXyb&
z0uN={>aUYg?=1T_5ozn@V(~kFeA`V{kfYlwxkER`V|#k|v31iIvtZM*I&aC?N=t^6
zf~N3`zi|S7x}XY8UL*w*qGehIsEFG_kJD|T^CU(fcOc$K3W@7It#B2lC}a^L^7QqM
z`nIUZhG~kFaw!qhAZY}dNtZ)$h{NoBgYI$)aWWt<+nMI@yMW{TNRSnJY!X^XHq{J}
z0v<Ap<uj{WG9japwg2iK)740edlmr*gA6i_xRbqdCMLuLap=Pa&rp5g3*Kgw)4emv
z{LM@+X>uMk24w}U<XMHiVo-h#^)4(1B{enDT#`tX$951I5)7I3POJw#X;8-N(|$e`
z?37fH&~ugmew9!w2w<})q6f^l|NB&+r#?F<?q6gWr|HI2k$U0&6R3A#xR<l)jrOP4
zi^rA9h$GGGB}O_$z+eKHDPIfVltcU^h2i(`iSsqhNEI($7bz0f&{C0~4;yuvI9Oz@
zcB=Gj!bX~ci3R#7Pb7)@NPhBlQ(=LdE{Y$gxE;z#Phal3V<Pibw8`(~GB?4OY4I&9
z6QYsi8dkbzU`F4{+r=9>A+lSfJ1L5Xlj#3QGKgu5`#mzD`efIgo&&EANQh>)sz&Tc
zdTPQONMHgS#N?(@vrD!L7-|G6EFri_0hs`kmHl<};C8a`GDMH!cNUyq=p*umaDqOz
zJFPaQxHjIMFc7qigo~sq*yT-ntY2A&vEGn3)>}aM6tB+oUtq4X5X>hiy};}{n*@f+
zNvx$xdUk&{)a<q-eBADO7u91orKe{&q~~R3Ki=&ygoBPwe8NanMVevamUCh4Bi@m2
zLq!x6cJd2}r|Llw0m*PNeAdS<Vo!S6k1uMoP*1)K_?s$3+8ejG+Z-j*x0^H9Lu3Zq
zP)IkM)-G~AZ8RcQ`MOy&+2Ibhpx&CM2VKd3F69K<Bh3`;+sSoX3FlCb-|CmO-|E^Y
z;X66LT90reC44a)PHr7<Er13!?0l{;?%$XTK2tdp{;L-a|COccvj6H}%6}Ex`Zz(O
zQalcKkrU2~6<BzeLLQQ~>3E<?IS%PXIB&2JAsmfuG6ZB)kaUXo6uANIvF;j-e@Klk
zvE=nJ>^({yRs$2HrcI(ZQEj0SkE-Eo@G<Ef$@GvWy+M`Yd(p};2GJv^cVSAgF)>pw
zK1?)B&|}`%+YMzJ5OMeSNed>wcQZ;&lxHz8PtZ+_Qlp&insKl|r7qYo`5B&V8h<A3
z_cBbXsCQvF*k(?xHx_Ohj3LyD7Y|sW3!b#h%5&W?kw^iM-TJ;KV;^+8S(l4sH?yU{
zAHD$v0j7@U``~pL?duL=k6tss^UVf6-+aK_?LTlINn^vkg4g7~I&j~8a@s@IPS5#6
z!_3+L4%Wi%D$c#>`5G$Dd!!gO=8WY2bh8_UW_nJwqMgsPb`&*d=V_}(+>eTq&~TE+
zdgro0PoWLbbq{qq(Sfat5PSJJ*-EW8>}G_`1Chfd=|e6ATEHu>mpQVmfcZ24)nCB;
zI+eO$0rSZ|Na-bDeh2l|Nx&Q-ync+wg-zdUdf`pW+nh2<OD3EQalfY%_gP&05kXl9
z`+_DB-8Xadm#I*HRBXW^I3l+0XW+ibGhVx>|IesrU}6*Zu$Cim=DbWnpT@%obA_IG
zoIJ>f@a_&a$^!Vi8o;B9*>pDy-~V$l;QO5+;k#+u1;W>uR&Vg$F_d^w0yZA5ei!5o
zw#qVX^jd2^Bkq>%x{xNJP1vMWSIa7_tI$K?Z_2L0x+?r`h(euBVo)g&6q&KA9llhy
zPw!Mo+$pQ7$;Ix6b@+-Hm}hPP+2(2Q!)O=}^jvXoh9S(iSo7k@D=k(?;i9Bf6Wi-Z
z)vMwr2Q99q<lm0zfLagJpPrJ|)QpMMlGC4$J)9nQ+AsC9-6^H(t?BRwsq0rx$@|aY
z1VwOZ6}Kq#pxbUusWhCF%1lz;<uDWla;BpD*MW-Omd1t_IQ~m1SH!gxY7r`TLBvPs
zgl(Shk|29uw;Jyi?yH$)WI~yNprBK_bWAciE}VK#f<(SQaHj1}o#8Nj+;Qw~6m-X7
zbsO_I3#pNC<yYBhyVFF38{)Afjb15vJ{ND7PdKOfT)b6v8}F_J<yPcX!y^1~6dO}P
z+NG!Xh@w84y>l)e6|pbKvC_s53O)%V<Z8i>ZK4}wl&+t}&qDIE)vV&zjwmRXh#={0
z*p5fAJKbDu$9oooAi{|h$9Q>cLyUyN<p_D8N-HEL+jufYXL=gYlxw`PjV8y%6L<vq
zNom=O+!Ak7<1%{mm{g$C|NLM(t~bGccBzU}e%1D|E8~J|SJlsvcsHCWQ3<n&TA?g7
z5|31zh1L?<8(X%UxH5DJB@lj8!;?{5Fj{tKQtkJ|W1I(~<kXR@8l~FtXe(Nrxo0Ny
z@cp{<%aTJ$NJ>b^T&X%uz?p_xj@t1~k^I_dWrSO4$NMvHGEMmJ1jEE*qFp@(S^K*5
zi%jKs7tJ9Apj?2ciaE989aZG%ZrMu?AYQ@mE1h~fzN(3=I?YO{;xs@X=ms7vz+p2i
z5~SWBh<KF}9C%5pt}(k61tt9`zS09x?WnYB4GQNL^bWxC0~T?0NN_Z>lb-;(^^nl7
zA2mX!RS8NfH6p29&I(<OCNB6%YBH6SqtZDK`COPpcb0HKmRJ}QNk+LvGK4!FZ^vX1
zwN=LvsGyEUcO=D1iym&xX`gAw`{)}w36T;NWq=!Mtpb#9LlBqx2@>5+Tm{OhFM$xN
zbQ^8^v0Vq^v4+zq0VuH8>Ns_UPPWq%iYqG-bHvxUQPc=$4<5whuqZA8DhAD^gYEbY
zRFVgPk|hLi06n<*GTw^kGdCT&1MnPcE|xRR(-YnN&9Zrl?I4mx>dK<$M2p-9*#4j!
z)vD-h6rv7XR6&O9V_W0>pvhWEv8S2<Ha3Yuo{x748Ci1SwXc%rz8!C>21NSX!y2qo
zk>WfApswQIobeo-72vR~0PTJiIVboHP-YOK_SsegU5sIL2>S>8g&cSu)Dx6(T`6cl
z3Whx-Dj=TI<+eMx#j{f4q%t85R{Rd5RrF0>20VL1xf<AKOHK_}2$!&B3%!ga#e1-2
zgeD2sbm&^hv*+WDPW@aPhwS35LXLoOL4)wYdf<u(7qK;$oQNrAH!T(z4#X+iz<x>C
zJ`YKkddk-u(_^%@sD5lF-l=f$E%Z=)pY%_GyZw{&@mVZY{y(FSF*+ID@Hf!4d++n_
zqCYSDzmGqBN2cFGL@i&E;{OJHquUz%EvVvCE<FEh^o`Eo`+rQ|=!m~RNgfXhB=z5q
zh+Cfy>-c|0-zZq!zk%LT;HtkL1`T`f{o^zuT0C3vC=Hjg_R-+QfaiFyb3D*F9_Jhn
zbB;$j$0MBM(arJ5=6F<dJfb-s%^Z(pjz=-aBbejf=eXy&mU{#BMR0MqGf>?70g=}*
zAVB2p8yO;WDZPLQT`MXeLf6U&h|tXz0wR<@P(Xz876^z?It~F53ceK(p#x3=B6QA0
zK!k#P1w<%xfFU9rV!k`?{=EB~`ziM&_xtYW`HD~fY63Cc^Wx9a2VFzqpP>)R*XPId
zLD|~;Ptpga9q_+OA9S+V{~mp#^GE*m^g$8${!#j%Fj~JsAG9IizkrWcyu;*Prm7vd
z!huB{NeuCXgtROt$k%)#%0Uc*+iMF!RS5(xx;OJsm4@vpmUS*RDtqN$ds6LVy+x{N
zNY6K9+e+SC5f`w8l!F%Oz)0N>t%~*l!CFuwwmg_Te*t9YzZaBnY-jkc_7f0`aEw8~
zA_rWERZMiOR+QA^ZR#<zG_JU$bFL8N!4l;EWNbCV2$!LH^@Bp8BYjS-Uq!rZPtM`L
psQt);e|QD|_il(ls<a42$}Di~ns>LI7-k|?(PY6P<*v0*{C`)lE$9FM

delta 4912
zcmc&&eQZ<L73V&G#7;=!#3VqRn3qr6O>lxpfI|65VF40wDWn?}l-R@%u5XjraqNU-
zg(g4?Nllt^j95jtA+@4{H7zU%1nSgM5YiZ3VcjxyPzkgTtsfMIT1`_K?B4tQUTg#H
zl>M=P-n-B5+;h(FcYgQW`}~*d!mX1?*Q?w2*LBBqZ)=baj%yB}w2@WX^%~fpHc!Ck
zp-+>mi)eh_YC!20xR$Mh?1@tZd=@U}im)n03%8AS=ubZ=;BS~MoJ$qKn~^Qx+lmFc
z39o1D6mk&sS*E~^G!Z<Rg+exh>jPG(vg)-Kk|{r!x(vcZ<#(;_No>J4q5Vk_+-X|4
zls+4tHcc0n$bRlj6yc0%icqWA>opd#01js4z~roU!7E!W$q?aemMC~sD;jNs8V#+3
zC(QGqJ-b@iB~Pf$6e&onurq!_U*d#z;fQQ}&{Rl`Ga+?SrtoI`gg4X)!a4+j)rBdT
zf*}j|7;fbn;I}z5;pU_o;S<G^4&Kblho+o-VKm;;$BL&E_&WDRlm^zRb;t;3%u^xI
zW`e<~*(SX(VFJ#_8eD)Yu(crrvU&<YvR0zJm|51!TxK#5#^pGZrZG8jLRNSqb~^f^
zTcdWYi`;0$lDNqqlr{(b;Wn?>>~HZ0MSDov5|YOb_;T9ZeC+9z#E@SM1pS>puOxcp
zm#v<FXot&rW=E%|B`kF?6YinI!G>PH7{a~|r&z0+r^3;q$LuN3L~-u_CH6enR%A31
z2jj#-Y@D)7o%wn*Ckh@ZE=7&7syGkQ4_M&c(pvKvH%%NFg$!wB9~m&mu=c+({#2MP
zQ1wp(qpjXv!y?P2n;ci1@J2F=zESJ)8Wh@BYFMy~wnh~Hv=ZL4X9z2pN9$bj13HP+
zvCC3==_kwRHKGr6hp@jbO6uv;)+iMMi3?jSL$x_}i$40kgS}o)2XWcN5-f*5O|MNB
zToxDHGN%J|DT1?d!3`^d3o&P73Y`w8oo^dnlq2j^7%!-#@f6Es^aC(h)wnR^+1MgE
zA5Z{$QAa>(_DLN@6=E~x$RUcwVuwT(OCO?gWg^_i(sBBDAsSmCSWna3JASffaFlR*
z#(g|aXFLk{LwI>vnI3;g?cP%Otl)fJQusWa$mhI-1^hgu)vqgZyBG6?yFgq+X&9qS
zU3YHy$@1TMPpO_<*y^HwjFFTUUq}jiTA~nD#aI0O?%WE^(~<+j<$5bR7b~+lm3$x<
z{*(aDhCG4ZvVK^dH=n{)V1+kIcpB?Qg|sV-!hwbv$&#A~J2xyuyweHz&fW}*9^au3
zzEb#-^><I<>kAbn?~t`4Pc@Yw!@uP`zEuRMTTESi0kzf=f#kz=_jF@E;)`IS2HGp_
zRfH9ROryUkevO(0T`x_jLl^ixT}FkKZu*o5-i=L@qN<dLh0V8+smy<M!E!oOJSOY^
z4^Xvea#p8L>XL#^kJsD8Wo(CGud`5;ygvRozcCn=9I2^`WR24f?DKj;{vc#|H=+O4
zLz79(n=b*IX59T|1qTX-Ir$^qn;u8n`IH8@kYb0?&67;zEM-{{9;w&BKQ~*^3h1?1
zVS^zZPW&`aRnRh)f(?!vY#Q<-4P^ez3FY}^`MO5dCU}#pV+6~+buA4#Ujtv^s{*}U
z^fd?}MtgZG3CdNVzq-gA_LAyR&&(g?5aHHRt!1`sqm)PXN!JURqZzqJ{)LRM$_D#+
zDfQ3L*`UrYdD!eRnUhlJYn^RP5-Jr`oQV!bTWe4)?Gjeh0Of5Z#s*oR?{a-QWqrEh
z^m&RUHP&}M@%n^S{@0-1|CaGLa^}D0nVXww=E^h<kCx{BKsUS>_=oXR+472v5mU=Q
zsu+zijHfhU4VDYfB4`Mf8=sXEyv-AgEuglz1aBrL*b<*$<O(eB@F5XSg=e8uxE0Q$
z<Frm2dhqX}S=A>&TE4FC@k9&SXrfA><aPA|T~}q$U7TZzEgIS>TRkD#0O_7?heKP;
zv3))Ay_SV29XvC{N5`=N2YH5YW}8_EA-LFGV^T^G6K@MEx-f`fMvucVD3fY~K&7Kd
zF8V8RoR%=~V?}=shI>9R%#s<YrgLg4w$X5kRWczJa_<<U;p&eIrYKG9K`%{X{fzg8
z$Hz-TFV6~!x1P*dtwNA@CEgR@%dPeFydJ2muqj&zv!jy9jUeY(7GzZJ>#MbVA@7vk
zGH&-H7~M8AncL?Wx7uTrLFhG?83`NFIa?XMG07f}qqj%RjqfG95+r*JKJQ(R+~DsM
z>9t{d4fOP05(m^Nad4Ct7b)WAFxWR60Yj&@w*f5(+j|9iV-2aF=G3F*8aa*N_uFS$
zlQcpziE9>(P`YC-@^IZ;L(sd!X1FE;`xOHg)6JjbfSp#e<iG|;zTL4ylXF4+H7<7;
z+BFw_oRI7VE!^EDKE%9g_bl``X0BF_xqWEms4t3m;SfcvB$dGOl}5kV;csCdAoOE`
zeS*+_-&!HM-D?6t$>UvvB`M^Fs{W@^-R^*=&FkrKyWz^7r{P9_UFF>eAyTW6ndrnF
zg|2}jlmcg-D1b#NnQC$FYN7k3_aFIgXK~@9uq9H!zR2$P6WDWJpzbK-f_({)6Fvae
z{+xY<jJz>ehxAR}P<KFr&tEQ7hG|0u=sOLLyi$T@LVK;aWE}nJ)#S9GdT$+CJYIK)
z?{jx;?-sO%xpO@*yA-dq$rEk~J>>gkIKf}sx9oc8k2cVX(i3U8wN2!#xuGojOJ}oA
zX_9fWRz+Y+o|3w+6tyU|Q$@_2JXFNZI=*a2cy4^zeum(aeUAwZgCoB<)FTKdbR)LI
zS2fQMQ7>c<yJ*<?@-AJH<nOG71xP!)4Ut3aHbSnm+bB6f_e`Q=R`0M;DI1-nnkJ2G
zRLDjlHtJ%d{cLoUjZU-CZWiV<ItoXOZJt(%$_R#sQ+N(89^b`dyLf09kL==sT|BOf
z$8_;{E*{Ip<G6SX7x(W9<3f6P=aBG3jt4KKVEEq@L-L;wBl3sdC_nNO-SaFrcJ`6c
zuv3<dhP5~u4cowFG;HUR(Xdv`(a3FrU^gDXy?7YEjxXW!_#Xa-pVmnZbI;C2WC^>l
u0|@c53)?oyE;PYBfv^@&j<5^siG=<wGwYqN_2(#G4QWty)CC_M&G`>CEZf@v

diff --git a/docs/.doctrees/main/integrate_custom_widgets.doctree b/docs/.doctrees/main/integrate_custom_widgets.doctree
new file mode 100644
index 0000000000000000000000000000000000000000..f0a0da3f7f82cc8c477dce39de10f2ba0da838d0
GIT binary patch
literal 20738
zcmeHPZ)_aLb(cj^B##pRNEYoxcDj}=`&g65)Uwl*t&G^R<0z^xva8rmP35?EH+Q?s
zz1{Qv5y>Kj9V9}mc2c0uxitb8E?gk+w>0QyA!v#gMO&ms;RZ#40<FImY0)NW(NF2`
z&Fs$XF7J+~lO4E)1@N>xJM(7V-+6E5&Ac@E>VIE6ApY_Buxr`gPQ`3CJ-^Aq9-nUd
zjkv?SsP~QD@|SzR*(>vzz}yb~IB2jQKY$ty%XXUq^Lm$ie2%I|wi{NG_ERBiM7Hm#
z=GLTj*qXZBD_b*sGO{C=Wj^uS&wCMT2WG^Kb8#5?9phQM*=AALqc&)A=n~tZu?(qs
zwI{}jj*j!gT@xdVde$PJsVP*f34S=ipvn)qw#RzaxNh>28AX9zk0W4Cm`>Qukg%F+
zxMmol5YLmI*^y7v&A6*y>SkjrU@fW>^Qp*e)2E&_Z=JM`Sa(<x)}8$MbL$(Q4_Ody
zxOQxr8;`MYEAqP=k9elL8`|MUcQ>+puht;aZ$xH2cKtZq2*PNiW7^(^ozkY(5VWan
zOWIUWqi22W!bDsbMD@FNBTLlMIUg;(C@hr(8Ozp!WTiF9r_*nez)P6|O~;3T#2JZ1
z)%qBb%KACb$GQtFxf_3{@pm8omVvu<zrcCTy3<<0n5M*-W`T;!qMB=Cq^TffC1HlX
z)a;0L_Iw6PGvJ~LspwjLzk=)xT!uUrL0e0F;W59ll}M5CNWjdV!mH0WAo_HFL`fKa
zp=TEH<&)^$Zua;Bq-$$ca%2@kX9`kW1i&Zvqt^vg`pkZnK8;G}K+Gpn)=4$8ezoxa
zRN;Mz&tEd@E;D}3Zn7c)_IyGo@nHNP7=r&i<ke-XA$rN9AMA%2q3`ckX?*l=mFR!&
z3JY9wH<5&l5cL0!F}*gJ5NC!E;#NrrU-p+sgc62V_d}GZ@ydRc5^AuaYWN5stz~i0
z)nT*~lOPc(XA1bF>o-id$4IR+<z`mJS5x&yAHuvrGL<CqOP4Gtqya53LIygRuF-YP
z1`CbIH<T4Kb}@+<(v%sADWeMO9lyE02`UQnw`p9l*)|I*iRoJ6XKxC6hVwTG2&n&g
zmb}&hex%F1rtP(BJFp5FYsBXZNTt)+lna{&`ef=_e<!9oSmKlfddSfElhzNio#riZ
znI958^Ml>p9wxutRnSs$GRwVp0OjprGR6;M{4i)eekaX5Yl>%unWqP5fGSd@p7k$$
z3UASF7mmRMb<Ah+&UU)4-LRwHHSu}d3_Lu}ba#m)F{b}2pT>)rV)0A>BQwC958+c3
zplRj%iOkIs;URCJkdh5;({)*qKU(~YMx3Bu$UsjedNyxMGxMhPg@j2%rWe#X=}g{o
z;J{#hWoOQGCb2e>In+6*+KQ=kE~jH}iFr+`4QZMg3VkEpjabw0<A_YL5n0S=VD2X!
z6o$zNBX}yJMJ08v44S*p$o5K+WeY&2fM&Ye=57cohc-<iwkP0)@NA?)8=h};;54zo
z*tYD3m2^QM;PqXhkx0D-v;OZ4SP7GJf;e!}Ij$Hniu;pF(gIqhEClNY3lpDvq}eo{
zic)r@u2`{HkLzAJu6u51TyRC5yHpDyQnzAUGyG^`glct2&sN41@qcOsaKT@Qy1SL9
zqGzSIY1o~vA4JAe^1W0Nnrl3{E8ojW`SN<nz`rJI8MT`2*-@=l4w>6pF{Dd=w(5H<
zsYDgSxXXg_az#~^)s_VmQ2~uBA&Wj&cMwukA%o>pX{V=_OQl2=&gzjYmy)Ri;S4$d
zTZzM5mQ|NiI{!b%Qi%=C9?pZ1fT5;;W~bw>hh0q9Fu>h_Az-<J$H|sY5#KdF?V4UY
zHrpt}1VaG}!amDxTQ2^h8ca6@Pq1Om10-xR3|Pv@UR>9fn9qSXt1m=}n-prlN_>In
zrJe!4WI~KmMz@kKNS24_*l|Q&#*=2-ZnR@N^#T(k-uIg#oAV6eaniY@bY~PRK-%_{
zY9X}kp5Y^$ebfx?h7pHE+hk<9GCiWU91&CSM;%dJwGbn^FRnXhP?XMd+!YGnNy(I`
zdiq`}eM&u&Vz<hX-Cf6w5+sV8=o_Y(C=QLY20oVtDPc?L-_N#FMMa?wA+R5&4$h;f
z;GCnM$MAE_c^tn=@SP{{wnx~P!TOZYIbolz6NgtNhgB%aWpTpzJz`!EBCu?jnD6nP
z$sIFH&-1|(ti#BKl(O}=isk)X)4xx@J3XK{+#_{<kE)0@j(&1jw*Gm4f7E#eForQg
zxun()vreb;hiEst-)a4*YW=us{bYb^c?O*O9Wf9%EQ`h-+9}!T_c3XkC4@F~{aj8m
z5x=cSClvBQF(DrUx3Y^F&wT~8&U*=OJrh%-y}7wU0hG}&JxC4$tr+eXoIn|9oQIyW
z$IQswq%u@7T^kRu;fD0I*EhXx#cP^DVD4@TL|001;e?ZiS{-9^Q|bC9Dp+PDe7`1O
zihj3EFEZfhk%K9qzzq0-a3ZO{v==du%@QJS7OWWPK44KCc&L{&Lg?={jXHodn^cO?
z8Xns&05AlA${y(k<{^Ampie$23=v$;_AW({0c%hQ4ru96y3Gnv<kJDFZW_YSQA_C+
z)A|z)FGK*Bi~#;g34o|hHU!mi?uTso0I{VEjh%pw=wMmCLdX70>6kQ68RIu6)g@Ia
zIqhoO_kC(f3(re@DygI4i}~a20_;LOK9cGC8^9RH^!+2+jbZu}CfT6+lL?(*f0p=C
zf77B-A6R2JwHJ!UsYvf1X?o8n6Q;Wr6#vP4K=J<=lj1)ekK!3z2GV?SkD=ChW40+;
z@!oJsA5V>5#>y9oefvQr+$CL2_bRCUQL426)Q%OLRk?yAmJPG6Iu@IpB|sTR!tX)5
zjD%0hE(R|vsp&n7&_I&k+Hc;|`1AhX`w?DQ41P2>Z>DbijG9X|ctPG@9!lQq@(^J`
zq$Fb|l=OicpOkgye4N((FxP(MTq<&M$}dXWMZ#2?(n(Q64@OYp>7kTRKIA@vRt1!C
z1Z@ND#uBsymw_^NW(?OyQ-+V#{HFL6@586<_k>U3n0)&3`^Bf})RoB)UzZK1=zbB@
zH#JH1ina<Rg!I2Y8dZm_=sT~CNz-rTX}ZtKy)v;Hm4U*4nj({Z{qqdPM{F>h9Vb#l
zlymrt_UOBsDMzvu^=JfR{&Y0P>|>U$kI9<9&a-Cp`7e*sKn6WDUKpfgmyZdc4+DpX
z%ITUqxvAgX$9V&`&UMs5)qHe~#04F^@i$X3xkMY+GFBD=KkZ(m0khxgA3j#Flin72
zF;rPBt{`}=Bl5)lNlAd&wq2LvTG~4cu#QT*G9tQd_?^06_je2cm%*n9s?k`w$LSK=
zX1e96=h$O=$6S=_A8WauQJ58k`oG>2q5jV?h5Eq6m~(9gpR7bb3`YN(7z;v|6LQg}
zz(bAypb80$tgD*|6Gt;C9|2;Ci<8$sr7yyyoTO?u?NZ+cDC2lKr^ls!9;JZ{c;@|4
zjSL6huO5brKr+cI<t*ym!<zZiX(c^q!T3*&#`vL={I873_Rr?oKJp~5P#MVZTPhk&
zj+Z`U9L=_q9;XJourKl4Mc8w>Vwa?aRLI7L>0YEVbbWRx$hxl^s>X`ZVWzik)P3Jw
z!HQusee9S!>d{UrEE}s2>!xx?vlV*{+S_>kve=rWCDn$-X#af0Xweq=^JVH`#Xw9=
z56de?8Qq9?{7<jwN`5wX#H*duw!P)cvJ=|yv|A})T}I_%02Q-KxhCb7+#r>!s&YD^
zPwsA6RKvdLfIU#P{qiAgiKxlH_l&lAli%J)YscATLV8z5T`2L>hO%b24frQ26=(<w
z*Vm0oWvykm*OG1U$f^m~qeiYrO>YlXx?Wo*i4IIH;}daU_xODyLhJDowkVo5Iucp6
z{Fa~ZIbQ`mLh{qL@sPnI*~-0`+co<LMk-RlR!Qeq^<cBR#j4WYO`H98)UfBG4HQ3)
zkYzQsdTI8a-m9a}NO?)Nk!2#mzFX7S_|-jF$evA-W@XZ7vcoM>a`u2qlZVCb5M=-j
z-r}~tlsF%IvO2XeehI{WlW0EB|H!U6ImgJ2evwQ+?Nz;@8j8_8opYzX$FbW2|5xOi
zTEfv42}qQhBv-0vrwaZs2-u_z8tnJT+N)ugHS89)z9l(Bu@7VU+a&=^f3`i^nG)NW
zDy!&c-K`>}^BpO=-&REFxA&Q)CXq3XV=iULnImI2Nqa{&P=*?Xz(9RUNGi9^lD#TT
z^*BT-Vrjj@B5QpUb!zk}$${C#G>F`dBt45ZPfqmhIWxBpr~pi^7if_2ocD8^{*s!?
zWx+vi(_a;!kF&+{7l1L2xBL#;W!436&TV=&Ar%<D#8+>Ki5WKBV8h|;xov=S6usLY
zYBntvB&oct2PfRze;<usQ<R+w8SI;$>ip}N4Evuv!w!iaM%XZzFJL7Sw$qH$9OI^y
z<|tc$L{z0sd$l2B`uiM~NG$^Oks8>d_j?p(SQ^%|=~lFO4WIw`Woabo#7<Vd(-gPT
z-Q-46o`Be|hlyz0SFqP^(CHMi!nC_B4b4zMa97db>?v7Qyim^F-3Hq+J6)HRZY*yI
zE_69b8R`aDASnxUD&&j^pSipY;IgcU7<p)E=FoE=5=I$x;qMn!ap}--vp0_4`Rh4B
z9paDhg-2uCjaCs7J)1qmg)=#OJ}6ak?#GbP!!rFhl9Q5pC-<rr!aLc@O{<SxQYRAX
z>7dg2RphqNLbXr^sb_i;#j+ey-OSjHl+W?r0MjV{l0^9z6#_TnNpwK06m_6H!{?cY
zg-J?;X%0GXrOpuXKmNSe^brM9N_b)hN(Pm!A(aPbHAIB%GCBYVuZ?0|W~OQ072^v@
z{!z$eqItmDNTb2g59FUCn^z{BQAlhWlwVU4#!F?9Q+hgihZ+tVd4?U)Iw~celKWz;
zZ`E-c<XjZE_kU)yk{)2wXH6FOU?Ar%<Ztc$qG^6n(!4qr&3(}PvuG*kJu9-NYcIt4
zoGna+<kskce)D}JD@FJ>MO8sD@&Wk=X^h&f_<)TI+&2qy1HC(Jd*URiK7+`Q=7cwu
z%fnKbHG0BpatjdiUM`=28X!2#pR{xwY9vP^oXYH4oU;j6sLxPGb4Ol4%P$HM&kv+H
zf(<zWsSU$H<ItM(gu;@HG;PReTlC^Z*N-Tl@rsF)s>XTRHxb83nA#YLx~SsX_06Oj
z87T9LX}coogrOmK<`ls>1?R?hDUzh3bvoF)zS(u7&63fw88Qyl=1VdS^f4{7nE|ED
z%av(!^81nuuPXFz#Dqs6%<rNl+`h~BFU`E&V?q4)izEXmqRhgPY{yz|dA=N2e5-(e
zCJ<aqV_3yQNm7+M<9vr2%TTa{C_iDf?oO!5pA>q?OQ%W`8M=o4ZNL~O7`%>lV+4a)
zWXM@bqlzmD!Gz|X879&1zVteY;=3>XK~AbQY53Z(=6w``R_TW@Yc``WMK=9FvuOef
zr3WGS^ADr(hk`%S$^OCLJ7Y5F-8_R1i5^A>{sbNaS#x`7kbWrr=Y#9?A@p!FnFfR;
z9)GkCAuwhqvB1)R3<urU0uOG&r^%J1MOPg4!3q32t`)%12OQ9}cY4-g+@TP+=uylx
zG?d4Q`Pv;#R&#N-Tlc{iQvbWpkstLfT^rf69I8U(1U9^U4coe^S61b5bVK>^dm!Z&
zR%t17$inIyiCOA@R9s1c^#+i?ZxS>ZDR7ait8bFr(dz0ws-cKqegi|&&g0k5dvL5x
zIc;G=Q+Vl2UDFNaqG}q~$du9K9J(Qr;b|_EVYTsyS4uz01~iw3b_a7Q=1jRTkXC3|
zW)LA1@QlZI8q8IJ&<AW(iV@Byh?Y3(rbv1t(=n})r_3m<#PFZW@NnodOhUE7VZ(td
zG4Nd&&gKqSis=h%1<7h?boNwdH_;R<#@wxrgNP*_!D_#|>f$)H(eV8M=h6`q3cm+Z
zkOX^rjb%VbxSxa|oGm}JVm!2*F1&n52PJD_)_W9!Hq4_KXPxE6oET=T+*{hp$-5?m
zZsUMV!qnlW4t7Pu;<sb*P2RV&DlcN_W0iHC!etG6JDQM|PZ%)VMw55WvY~^zf5%!O
z`*#bUYs3NF)KgRU@*GJ^<o!H+8fSkatO(#zqDAat%3Fr8><9!rTs3g`8Pkoi!>Gcq
zdE6z?W*#j=_yJukAa)=lELY-XR(6905^oEyrQ|gZT)Z8P{6>xL^P#WkZj#Q=<35FB
zE#HsmXjbOqg<JShy5a~EWo?JHr+O%v!$Bmwi+g-Jv~Usv<Vjh=<Wfoq+khQdk<E@F
zqsOE{a?Mbc9|;&8vaY$fKEv%@ILJ$u>8jUBzQ}fPqFSD_Oe;<D$tJ7EZNQtOTNdaZ
z3czJ%2PHE&8r5KgRPSXzXM5c^s^Q8UpKhzbEe>(iTKyz0Z^82&`HwXg1b$Gnu!rli
z0Cc9IHgGw^JgykXLzxs%aA!o}O96!QRcH&JlW_GI($;t6KNK3ne*g|42xWmpbg4)W
z=hu@H$>Qdu9zTe?sQ7U@02bifH={fWbYlxjAI8Ne*tsT(*v*>uW#-H{@@u+?AEZlt
zjyB^?x26OSgcSv(GyyJcBG%1|5>VF*iT%2$8?w0R*KnE|wH9y-h95E<gx4*Flr*9m
z-L4=-biUTKLkeYqNHWT)R3WStegw#bPyw;72B1fiYPA;5?TO2&mgotc;LJ81_5_Cs
zS`#dv#id>96(YJwS_R4R+7Lt+(|*)@a^XHc*Ja%rUD_e;QzB$=rAZg^j<J(+@Y}5@
z>W1rUYbXvY^89zj587)zeu8R>0ib3LS2=+_IL3%W<gB}T`r{9Ro^wH~Q2<XR8vMN}
zc-jgek=?@0FE)!>q7SJ3niX|ibT)&Ti)L8tA6=N{cS0sRHKm>kftozWevL1LyIy4O
z)YLik9`60}N%W6|9XK~~`7Q*Zj*EA(nitl@O*oRYcajr?<p>r?eFK#R3DJ5h?&4fL
zU416*GfV8iHAs)&pgn7C7><#t2;+Lb-VxTRW3g6bYJ`BaAm77i7i_f{ZbG@nPc&TL
z+^R9$wBpvVCqm1k7}(2vF}Yw3QtGy(J-fyyn0JM)G~?6KjzDoCgErDIpcN5PKj?lH
zAu)>>4P+{UIfcAnrJD}#^JBSE+WHa2fYwqkbVUr^kA~_vQPyGdx$Jxq+U-0~p4a!R
z>(1-62vv8g*uiox(9f$Va9*LGm+AE?{d}EXe~W(ZqIOrEj}naA=;s+Kcq`^J)P>0T
zqMO-7CspfvRRO;$z*hz6ssLLRAgcmgRY0o>NY&W7i<*n!9kH(Cex$m%qeG7EE*gv&
z8y&iqW21xIa%>_u?W%}C<k-Zr`&-gi+`zqIFXHa3H?7xVel#nIf<i}e0gg~xl73l2
z1}Cj2S&=P~^>6_bBp2zzt`crh_0~e6sy&l~IFt4&8Xe2Q$J`M_G+CV}!b-jz;3b&D
zh98s3!c{&EA6K}EyZkUEPMu52zX5hQuYgGxCc>+|r=j9FoD5?DiJ^N8WXH-n=89)k
zu@KK$+iSQn_Oo2SjZ5^({4}n$TN`@)khu7+T*ber_r$rk<t2t+gHBV+7CeJ&g$s9l
Tt;cw&Nz+1NLCIT*>y`fnK{wH+

literal 0
HcmV?d00001

diff --git a/docs/.doctrees/main/non_mainwindow.doctree b/docs/.doctrees/main/non_mainwindow.doctree
index 9c6dc5d17c5259417299c035bb1bfebf78c0f746..334dbd9490e4bd8a84e7a0ccda12f22cffda0b7a 100644
GIT binary patch
delta 4513
zcmb_gZ){uD73V(t`Cm;P$7xFZFE2?$oWxGM5k%&qc3noN(bcGHNy<c4JIQmd-yA#h
zpOy$pl9oc#z0zstQH==^CNY6TrwWX=RV_kA;setrHl%)-7OlY64@iu)oAzOyG<NQ_
zpZ~>48@3O9^}FxfbI$Ml&OPVcT%Y~(DI(5`&mDZ=b@3BIo`jbKX=8XgJsFPXV&nN_
zI-do%@GDqyc{Vv}*P|LWk7@9Gp;e&w!z)g|K)(u?-R@vOH9nS+<C-eW%xbD>W;TTS
zG?{jfX|xCb^^R$I+D~^-4-JFU;e+EXeNMVZHRGn-?2N3b2HXIbTiiPqRqM<wGn-G!
zT12(r%S1Ak&Ejt>la6Jk<ea8jbYHpRA?l++>fa+4b{W1!#2nhmpksZa1AnF9vhla%
z48FI*&%|$tr*Z8R+z_{rXYeUmPvHBp{5X9YcADDBvvA1tD0zcRe_$Hs(&xGKxrWjw
z%?HR8F8vSlPA>fcmwul~i(EG>SR`?td*bl4!X?Wtl7#<Q2FO_mSqDvLsYekB?DO}+
zX{+VV=UJrCZ$%(?+yP70Hu5^0w+%UpVF*X}jV2~B1n_U`;Kpz)m&=5ssaP&?SdPLE
z?0qm{dqz-PFz0l4H`Q$^(nojpE@(%!02LKKv(U7`FG$S1w=X~+EHa2u4;7={h(pCo
zU?JoWsU{?3GCiTuQO?a|dODU!X-Xfet)f=sni#n~i*zhPzZ;>4RC5VN4Sfu?i}@7W
z@OTMCR~<&4fmINOnK-fgga<f;-ZBI;LSWHpn1#wNjv%-if`@7m7?~ml;O+_lQ!(g`
z{oiMo4TuC5x&|#em4(0A{eqC<h9TtG^H36vl=8N@L^t(P17@OCHKx)zSp!X{O8w0)
zX<Sap@kCBa$EAEWk(!cf4<}r9r0dVI)9JDvPRK_N;dzo_q^Yy>|Dh-7{5Dx+8MdWi
zeW+qbW9+=*Y!}XQb^>K~)+!Ook9dswS0m@8T5|Nt(Ou!DadBwJATPqdod3K{=P&5a
zUtEv#zg*k-cmF5n6Rz%}^R2C6Jb1ifC*?yGir;s6gMUI3tWMKb)qz#A`nz^QE1i96
z!f1TVff<k$2)A@tKV%y{$}&gLwp#c<h4U?;Zal&(l(WL6SK?x@@7%OqSVVPQgC@3c
zq8J;LQ;rvHu^PvczIYBI`ElhbT+y@spcQ_->9ywY_r|d~4d*h+{{1u&&-D+(i<=MF
z>A)@J3NLQHK)&P>bR!Y!XEr{nvZ1;fs6W=$O}r2b_$1YU#<f^oCsRtHatZLqwwdO7
z19T^hxuawoY6zLI=_x38!|f(6ApQ4>-MHX@`B1x~E)ej2&s}5*PI(gK0whdZP4oha
zK7v|$ok}x{)Fr()j0h0*dPoqS@P22jZ8n{kCSoZp3$mow{JpWM#KZwc{|FWUITIbw
zKfz2-3vBc?_1JXTDzRd7iAu55WLf@tN82_jo0hQlB(l;(dU^)?4Jww7By!XiOD3fp
zMZ;KQ!qI7Fb}FBM1>Z<>ye{zcS@^^kCuxRgGuF7+w5%ydP>APRK9kVYZn)9wg6sZf
z8?UU`tCcvs?SE=+9>rL^7MQpV8;_ikQxo!}wudko_H`UH-YXrJGucEs#mZzN7p#d*
zCH-$9SJGI_OrA7w+G!tX(*w35xb<!6$LJ5JQV;nF%c4qGx<z9>%hF=izWOqQUKyDx
zeKk}meNFYQ)ikIO59bcaC&UGqceYvFB}DMM_O|;fgTY&9sZ>Io^$MevDDoom_PP*W
zTod7Yt0DYm1z`h+*s0J94~K|qcs4Y%gpEnr{5YRMFehw4I(%lE#u;WI*s6yhy7Cm%
zv-&aWg@-!=<S*;O{Nb9IKU)p+{wmBXd|OGYj#=bqw?dLyS|}s7R3Ge?dW>cRV%*R<
zK&<f5J-*u>2}Q%2BcThmHcVY>86-G6-Od$ELb9`y*x*cO$Wg8|74m|m0YtAlD<<3^
z+ASrr1)N@&$lBfjLw1|9NFT?w>MSx;i>uKrqWiXzG5C7db`obj!Njr_Yx>2mbCyx&
zvPXFsoxHc{%X}Rd_+Y3^7v9{mR}dzcQ|<95uq7x*+2cukEGl#OWS6fTP2&{4fNw{c
zQKf3o9IVk->7eSXtClu+A>fCf_8ePB^_xWqy!t)9t{ghDb`G7Wjdi8`4U}_8UAz1Z
zBl@fXw7`MpEQ>N9Jc=^`wx*kb40!<^?se&{>17mB=GgfRU|S0KIfbkxvE4XF9K%og
z45Ic!Q*S@G`*z=Tj(sh)D&>bL!&?*@eys1LfdAn*)WlpF!B1skclUoq5Z>j)?)?J9
z?yk`%({^^l>%bxK9r$ZVHZK<s0la1QIw~{ZGH$xc5Vse{i>vJTvHQw$IXe7WJz98g
zpp#fWW2+wJQ=XZRREc3IrVB&cvVw4v0~q=O03K!fz<AFUtKG=W*o=554S-~{yOkPS
zRp73{w!yEF(L#1m6NCqi1?zpwhPf@cU+G{<KBqU8{Vd2!${(2T?<gw1DU0m!3tUhN
z?BQji*Yc{B%_Hou5m|OUR+yRy{XD`oM7V+o-+z+tJ<0b)^0b2qb8~ijlcwn462G~l
qF~)Dv*m3rY8~Zu)<61Gm&(kyX5`BYSrB~p&?SB^z8e#GNss94<#MX!a

delta 2729
zcmbtWTWnNC7-r7id#6|0?e3mkx=q{dZQEK~+5}sw7%4^U1r!_3wmt3a$#x5Ssa8^G
zqg*tr2L7W7FQ$f<HsK=KL?G!y6C#p`4~Cc+F#<tJY6Ou)BS_SL&R#eh3J>@)duHbQ
zZ{PpT%-(p9+?mqN=sx<n{j_eGkUj7l;nM{n<QWS4Cc;4hEZo^LQ^er&hQxr!Cxcu$
zD^JT6R2Rum!2}sB8XH*$v(6HjX~{`%p=Mea9-@VjEnwwdhWE91bvtnF)dWJ9jkA7;
z>b@qEFsmQbg>b$b+(uqkgI|93W%A*d7rl&w+h8MM*lKv497S{qTr{j#EIv+Jz={@c
z8T-hhVzF#&Q!LIUEk0Milo*gx%<IOKjCMB`!bwvH>4iI{S~3l`v?kp&?)<7`zLcK{
zr}PFVoe5JHWi>3*QmUaAT1~B+GBMZMBti3VI;|y55Vmgfj*N*R0scyB!l~aA@=l6^
za3s45M$!**^gi54FUmyL6F_9MI>X9o2-vGi8J#*t=Y6nd?unx_RDNXmF4MvlCc!2J
z%(#btvRv>-Rx>l&-PoW|z8saZtsHT~;S3%YR=?z`Bdb=$)6Y$mgT|(a);|#v)eZjw
z?74X<;;`jSl&e)x%lC>Rziwn=cpa0FPu%Glne_OF#SyrY>mdKj!P&f5NH^R{FUfjD
zcvg+npDaHM%a^*bD8@j<4}6{<P895Yf-OzjGM=Sw*jD7!G7oT(t0*W~v78e{rLKL9
zIm4igVX{)ImG{f>Q$qFV@og5sVu)zp42YvL<gc+CXPK>8n#ML%z`Vx6NgqIXO^rKZ
zLP*FHK)uM1cty!cdzfKNZ8jy@FW0nj-2|>#n{;g9Mf7NMG2{zM2(><Y!b8$VTumr+
zyB;UtFP+a8gbks9&(%x4qaoJ@0X*iu?1xHzEH3IXpCjZ9cE$XNi%k|Mx0Ga7&zL<!
z;G|`jf-iwq>o)Fka^Df#k9UpKK4dV0lbG!_YYU08@|=$?Poy?>IoYu(2SBiS$sFu3
z)EVd;dUy~Ewv?ZdMeosL@$)O)Bhbp5wfT&SQ}zNF=R3>zsfjQ@?D40CgCZ{on>}OR
z;XbD40k8Om7!ZV7UVtC@G7E01*5l_~;645kJfJXGQA7mju$ScX9-og7QRZx%IU5Um
z1qj#&a!nkzQ@KETs1^G|!|=U*l;lE(!%a#c=xAY=mSlp@9PjK~i(poI8U9AnP$*(R
zWQR-ML>PwcGR>FrlVTv~o$&J$qr5j%ol=d8*eB!S9#zS~-{~1#z5un(V$jw*NGlw+
z)+k5D1h>m9oQZ?m>BVY9H$!x>)+Uq7<-I}P!w17d!#+<i$Wm0Lw9>9(%{&(stjM+u
zSIaBNP8O;vC6rF-gUWk+A?Z+Kjx|Xm;Emf~QA+}<ibg6OgolHbHQCALF&)N=WOq=q
zk%D}r%0~99Y;RSy5ffasKBLFCj45oyb=)|I{lVEM3<vea#vHe@7wbQs%=+kH^=3|c
z9AWq{m3pN0C`su#Hgw?duGEQRM89h)L?`^R)P=KYnaM$QgEywQe0YK*$5v1=)YpBg
z?$#2^OgX5F91wS3?jp-LRh(n)0J+S>slS4ok^@#ZG-NP^GAtJ1ge?twtvA>tE>x)z
zCyGF05PX*E8rz_}aU(v=NRhcSC1<G~>q=Zu(QleEN%X5GJJCKsFN~I+r=jKfln|;*
zVgX)j7Rh;7YOdCuM^GXB-dtIV*TaRx^^m7YaG<>K1JTxJ9mMElt7d5}gTudiJ<PQ0
zbGGA30<QFPz9q<M-3Vogw?0kc_?Jn_gHYSI#tpHE9qNcB-js-{x-P+7dnXx)-e{LO
zZdMbWTK|J)-wt#kZD)RN((BTn$TK}4<*@mJREP9R)oi%MhF{pw%eF3sBPPFRTntU^
z5`*lYpTyks(3?GqhaSa2k79pFu|1^N^@ORNft7F>^g8XQ?gRK1E#PTLL@G~4`U$`2
br5JfLbdnyUN9hH+2*$3v+=m)?&^7iS3MNtX

diff --git a/docs/.doctrees/main/quickstart.doctree b/docs/.doctrees/main/quickstart.doctree
index 4886628e3ac00ec92a62e56a20febfb8c902df66..57f77610900967eb333ed74511bcec2d60acc86e 100644
GIT binary patch
literal 47141
zcmeHw3y@^hc^><i-I?CqnSH>5v@Bc(!Op@=?}Anc4KMA3MQC9_fF2f$yYF=0ncH`I
z`nLMs-kp)aLXnXKzHuthL{e;72E~L(v249kM3PHoyKI-EsN^KFtvD6AL?l@*m*v=T
zQc);d`Tqahd(Szy@1v(@fJ(&_+tYpTIsZBT`#=AAJv#FAYhSp4{|hF(w%us0l+Aj*
z<<>2)7mU{3T6fuM`Msxlhd<DJq&F3eb<Fdg+wIh>UT^_Q)a*vH-mzM}hkC&{755uW
zuN>Cj?pZaz;kM%H_K3aB-u_T;${q_w{D$AOlvhFNZQVv~$@9&Q-=k6}wDkdNg<99%
zJ=WvC0NB1@TiZnID8DBdtHj;4w*=e5Ud{zun~j#$o9oV-LCN&}PGi3713SWIOQY^l
z&$ri_rsv@yzK^ubW$|sa-fhbt^JZ<SV=YjbZm``q7wJ{cp0E$tJMByDE%w3S?vt};
z-|kr*?`*Ttwav4qEN{to+h>or%;u`s@XoeZecNqSYDC_%zB%7*x?S&V$MerFn~m1l
z_r&;@@vLWGc4kX=o=N4l8#RqoC*770yuDJ1Ni}8f77VgSg3;)mAmV=Ifu!6U(CycY
zZqM155pnFxK@s~3ko`*hy9)mf;oo6kYhTM)9<dMF)9BN7?$Zu*zG?ZDW&=Hq#6#up
z7`>@9d~3PyHBcG@-^|61*|t;Pg3uQD3Mos1w)Y47?rB>s<GAsFIp4I5cQmZ?R;L%E
zmi`*(-j|Lp3Bh$eGl_LDf<83ry<ne<)@IBZu&Zg!oD;1PP3{HEyNd{S28G^IROmDc
zodi|yh<GTp#J(%>`)!He5h=`;aVNx~)9zUK>?1|uH5%(?lj8bfQnY3oN^21*Iz?C#
zDcqt$!;_)}%@ZQwDHKqjqWzC$BmVjv#7kYz5(40{IuPrhE<%OyeX^*~I`9?Ze;4VW
z6#kO(6zzW{8{cDj_zGcX-H!PCLJ=y2@0W@S4Ug~G8Ee(3xy$peg0Auqt$!yQ+c)H3
zJGNx4&Irg6vj3$B4?_0aMTLe(cH*SFyll4WM%#pu^(_VEzE}1EXVaz&F386Hh8)}{
zfHyTX6Ezf3;O~o&BMQ7!R4Al?mFrxN1JV(-`?5F!jL^{u9Hx{9!AR4sna!R>&PsW1
zs*Y<Wa$0DE-89VX4&96@zSI6Gjyoc|n&o0p?0|D!Ce5>4iG7xci-5r?$937G?nI|z
zTOXW$z_tvE2aNNLR^2^sxC_SYvRj|6LMu69s2UB=FpXJ`T4t-P^1=<`O$z}O9A`O<
z3xG=sJVl;TU!#w=#eEb3f_*`-6P~c%Xf0M&;2Ras984to7lm)zoACb~@JM=b=PrUv
z(H#Pl2qD=Wc)kP9y@{sv*kmf$%Iyc6+p9eUfU7egj*tR{^UfRrIpDk%fAXX>*aln>
zIQD`GqWKXSgY^*X(kpu0a~=eoU^^c8t8K)-Td2)o2Yy>C?PjCa@OzK*>+@!(g|B1n
zRia535$;?tiXY4?d?%QQa2G8fG8^L$!EoL}9Tp+hcu0T9#r|NM;I^bu{3L}-&Yge~
z$#-yJnusuSoO_gV&I&axc(Oy0CfOvj<-JsjBi*!+amsl&-V3Gx;TeH2D`yH@&Y|o;
zY;hI|s>+F<r3aD|Bch>fUO3CBFz2-R)1}H9j(ManDe9#7SmkL73#9c*8Uj-PGYX3%
zGXOS^1-n9Bsm#NyEh!ok+_=zjmyJkPjK*@??f4?p5n5j=iLlhTMSVJTI2r&94<JUG
z1>jR4UM|zdR+gKyUfZP6;V7a}jD^nO>&Svj1IEXL(Wcp2?3#;s2EC=R5Jru5W6^Hn
zpI?Dm(722^@(h{^DYY9kRwyM6<xM~3c8waMTeIo8M#nPiL?jFe>ZWfROtghY)A9`8
zHEMY6TQHh}Qo=eyxz+_ErjGMv>h1yO1^SbzA<02iBntaA1f6FAB-Y@+2)P||-vm1I
z%~I(~<32*zG-}>CgU~c6T)^1fX!wM%4<{mUoi?1V=Nrw&l4Z2(Wuj9Bm88r7Ui@@w
zvTgeI5#K#RL@cA+<YA?;+gEB<Q*X{}Hn}m+wk)4%Et@W<G-45mL^CT*Z)GwT*Z;3@
zj%A27?03QYJPmU`hXT&$>EjFdc-;9SK4V>S{tbTh>CYvacqxI#(wz$sk&fRrn}*fG
zH@8K}9%IVu)@%cUR;?oXs+-m7VRAtj1J$RE)llc~t1l`EV@VRfrrB-P?2@i;Q&2dg
zs8Q*31}F>E{s=g$I;VNIU@XQVGKM3JlWc|Q{-+5bdc=`X+$gl5mf1sJoIxMiNRU}1
z4Fk=Gr^Z$qlFr{!@AE^d|CNiN>br{qs=r~Zvk4RjRQ;a&g3X%eE{LJ}{dQ)&G#OHn
zxp66t5_#~HCWo=U1^MMt_%fJdr@lycrCam*>!ceut_<xmYf9{yN+qRC`AE_l8>mJJ
zDU=t!j!i$t3exCCg8s@h7SogU=pZ<}cKfw;-t_EVy7jtBBd5XwWGur(rAX1m6cJtz
z<3%NZS&D{#VN5|IuAE`u!`d(~kw23dKa9S;5g4oHCtER`TS*7sPeCA!0guHMc?>v>
z9?8(=XA=Xe(3KlDtTMV|Ezeu^x>Yys<sb_2Xq^3n@V7j-X_bvTeX`mu*GFZqL2=Ri
zs!_KV%x=>!AqO6ta?i#f6Hx=C$g|GTc+EI(u6p4JQXf$aV2$2Nh~-<OyJFmnMiNEV
z=q-ShCvZ8|=pCr4j3YMA8kND_Q`|53yY8#Qx>!hGtqz1VP*p=w-jpeZC>kc}MY;i<
z7z-};y7L|;i!il>xf2L*qt!^vDh2N<myL&gcX6?4VRnTT;9(4uFw&TvHOl29_&<uE
zk5t~{AE`8`6vAA!M%g>JSTc;+^NqT1&l=YswU))~3QfT<Fm+URas$8%Q=K*O5^OP>
z$P$d}y~J>eJJ<`hQV)@e=yn>t;PAjGVloYbrg{SbK2L)Mo380OPe5Kh8hEYZ3pmiF
zKOz}%U7CJ5A3_1u#5$f*Bgw)EtA%;Q4jQayO&G;<AHnkdmT%0`Ox<iXv|LrA-GSHZ
z_^X@@6YoMkQ_2h0Zvlf&3OuXT2RdD=TAeLbtGC{IYp8u?6n5DxMz#<`WiBUJAT95!
z&^m?1TM20;UKGDU$4?Mhl_6!)9P4yqZ1mvpc>*BJ@%9jT*$zAHPbZqtU6>jhZbx2+
z8qCbLJqJ)};u87d9CQ3dR8`FJR&Hl4S)CX=5@RKqb}XbK2Zy^fNs@#J5-$d(d?bY_
zl>df8`LLL5kSYJojidb6ho}61UN_|<?D8l-uIs6!M38)wMte0~8H`3sE|eGAL%J*>
zGHw5RE^RZ0bfj%8C!1$W5?(;R3VU_+S`5zqV6xac$sRC9Tej$?K-be;j0SVPq$wXS
zkRu9TF{|VJvzWXTzG4A^oV^Z?9LKVcbChqx%-XzbcIpOV%#M%MA;#>|JZ3UZ`km&r
z_uGvH|Jsw)Fc}xyVCQl|6ef!d<AEGll0Nyx(A_H%w1Z3E)@bp{5IHvy>`UogBx5_(
zKFgMwGuI}d>zoO;0B4Lx^feXEVX7p0#v-?=ETIPYk<#nI*mwhK9t7|_Lp%r@Z#s#I
zjU^sg_Qh7d>oyGxB7C<+;|3ai@;^MDH#_ApZi-nN%nlEW89<^?k}woXsZW9UJqcDg
z?}ea7=~U+tl3H?x`7swqH&LABd<2!&9%VT{hiZ@XoPUfzP943H;Z+z{DZOO@Fc81w
zQdPmaxU2%*J}8D+gNe@@QS;2O;*;G(FiJt7m_6Hu#Xs{{(S*z;ro$R5J$oA#Y;_mt
zt8**04Hw=cUdgdQ7>ynSsiaulcxMX{UliI`tI=Q!ve-dJoc`78JX*k@mW&Z*R55`W
zjcp-RTL3|!EB{2RA4rOk=74spZAJz{W~bu87aNBs5}<VBkhBVOlq3-Cvrrr!9HqF~
zU=5X0aLwi+S&e9%_9lfl=;?__$AB}NZW+)|_gU2!KlD$lvj&B{VdP*eG+omNXZn1>
z^F%!Y=v;$uQ6s@csW2l}j4QSpZAtzzLw+@vA<hkWon@>)jd#qJi?g~fnUGlogd;d=
zR6iKWZ$i!IxCgm1#QynHaSQ$a`KlD+Jq3oG!o*|5k$w~Yx<P6QV_nRvr>g0^dMd%I
zZ^dY&Wr}in^#@ETsQ5$zGucG{D^Qr~t(`YFqvpTo7Kh+XHv5BZVx46#*fhgS&yI(7
zkYquoNfZE&_2os$L&y2S{Jbb-A#?JgpJd+&Pn@>a&i*92G_qAEUN$jAI`mmGDU=S~
z99QIY=xykTH1od<Bb~^IPOEdh$aC6AX*7`$MJgGeh)P8HHXfT^wOl%$zg&hht5NoI
z*}~Lx9dnts>GPCow2a~u=0s0-u<p02PqBun(rkCKH^xqgadH%or6S7m9##!~6n~Ha
zP~eiiYUc7p8#?LLVSG_i^#CB{1&=wS_`|5GjN&&gsftBn4pEV<?-hmIS9E-U!Xa!`
z>vaz8(xfScKPQOzf<IW2PBJHZz)t5B6;Sdx!*l1&Oa;BZ8b#!AXAV`@!<`5<3eS`b
zi^iL+q-zrSK>RMG@SsbT7A2vzWjwLpWokDDrgrgCC2M$kdpf;0c&U;`_Cql8V&z}H
zDN{HzaFs&l?d>;^DLN8J){VuMRQ87%_wyUbxF?2Z+{f0<I0eHzZJ9_ql30#|zE>%1
zQ2c(*lnMz-<X^k<&eIrJMS(Pko`}{@%#!<?tzzI*;VI@SCQ!=k2BSG=%p91sJ|wXO
zwQ9KY4tD(X#qeJa89${P)jfSJr3lS$hIQficEnx6(zcjREH=MQr3SLDl)@$iGgH`K
z1E?XL-#1WIF|S*>owcN}$6^e55u9RTPl1JB<(`2M2aFdVeJ+C|k}xQi%{a;~5j>S>
zI(Nn+oqmAU)QNCik4b(&^@YzH;X<-)X37r}@O77^1|-Es_<M}I4q-s2_cy4jaAgQ1
z9AcNyV~r)FvFyi!8OUcT#2!p@sf`y3P^So*GO}Na$=yHVyGKzq4>=dJ&dc=%QSJM=
z`2DoHFIMor^xoXY!e={>uof3*G?8L6E+2^na}Q~hf^nbaxPr=VjO928P(xadYf)8^
z(Y0HSi3FZW`*Ax2<Tc#Cjk6yFPbHmhKjMH+6`&Mmogyg0itJE|CTz*+L|eKgSeq?5
z!F13e3}{R4MOB4QL)a1x$Am@Em?W)7hDAw|e=v(eZCq49fJ}>$-GuW9av#pm(8v4n
zVQ+IDrSFMcZWM%sIgC@e*@hrAyBRLV`56+41J1+rCsTn{z7krLYFLeHaH;{@GnG`s
z=|rM{_uA0Z#<Gh=)E<^&V<DAXad5uj+i_+g4r;?GEt<60tPO_f7kcnS+=H}qK(Xh2
zn(F6x-j62W>$1K!ZFvf?hO}zWpz8XxCEfGBH6$VD0<NT0ZUqdI#v~Z1cp-}h8}NKt
zvPl^Z#OlmJ(pNW-RWA(Bs^48Vs}u|qW=&(4I?KuCA%)i2W`<Nant&j%kt#zHawZ^d
zz*0!hcd;MEz<vq0&8vv8jIz;c(~NYujZSJWjcpp?9Fa5)&Yy+sB(*-63sRA{f`Y)|
z&l3`$yV1cU?SF(_L(ddG=#ut76YZ?WDEu{G4QUj9f~xB?3JQh^NxLf~CmV+C5gTJN
z1o5L3vJWP7)WY`*kS8Iffc(Xn;QaylWpZ_{g$YXDwj`J5_Kl!lw=FjKMKxn=9j<i1
zxti(@>>wlUx*G^gqGleK2SM~69vNc&huMbT^sskm1^M}I3;VJ>u~Ca2;w*_(quWMe
z0WU!Zo?pcxX3jL+VzjLD75ZB3Un_D`NEuSfHw@L5qO3y#0I6<C5Lp{32d~M*hXZ1C
z{UR2DB)+n1>?>|hG@@&8BGid?sZh^YAJQyuvfG0x!5k2N6NAm|L7@^@@3gU#f#jcd
z7LgAZ7Wtgn>{{6UjGblkmQk~<+7iS9n+Ul~&24s<TS9hdIYHTYCw49^hIPYQrH)0Z
zD68H-k6C{uT8;Sn$}}c*zCj{#z*$_2q{JTe9@MN2%hzntaehogf&YUKG8oYWCRtL&
zeap$dCuIb#xa28t-=$?8VWK6RouloaBqMGM8yCoUAT)R3<@=rbVcsf=vKT3&obQ%M
z;KGfwT@PyyFlCs`e9{BAE~ocWqxlach&_x04+w^c=oR-C^Oe>A=M(Md%D1+t{)qxM
z=S(7f3{_t)2Yw%fg2>4R>!`6trb}}fti5j7vg#>^VdUqCNd=7j0+q@1$ZKQduQ9cB
zQBXZW4kLd9RbLTCUO9m7DZCq~cp<w6nqBxK$*r8(g>Mhcufo}dZw=3`7j<^6Jx7>5
zyP&Dvs1aGc*!&=s9X(5-d$#2#dmjaq)P}V8`o75bhr8Ux%sIvF?Ru$HU%-I|*s&ga
zfvNXR9-o{w9=vYaxPIDr{X^5n<O%wHY}$Ckv~j~jk6^312&Hd{_I<<?DpU1^X@ibz
zyJb=oq3_t+&Oah={i^pPrZ^k?pA-noFuTFup2LQH570Q|=0lP|hi;8Xllo5Y?!@-|
z;X-<Mw})F2GxmS}wBBEJHE(b!<|UO~SPP9s+U12|L%X#YPElm9^W|MryR<qzZO!gA
zKu50GmBJe)FKh5oIG_;wE7e2lg3mmFr~=~^jAz0?gU5Cl<ZuRp0+eWT6Zh5A_ckdp
z2@1+MhK}N@@)-^#&+l|=ez#+lOC=D14ilW=GefY|O&qFG!Y(!=(g4xQgGV2tt-}QV
z=nPVp{FHe+B{Lks(ks~cu<`xDl>;=YdWS)ZLujrC`&1{ZJM-~ygIUM}?u<5Ob8eyf
z!jW$irDP{qJ8w%gp!;Ceix+O2x(T522HH7J{7zI=ocPu?Z<~scgRNHA^eluV<VftG
zwrh%nD2$s~MkQT>f`Wx?*%ig@Ebl2?nU`F_xt{9Lcg&Oez&t6Qa;^@~l$OqvA*P80
za(O)2owNoD8~Wd+P<}ACO>$6XO6V?oQb<6#$h;u8F-TF}ll)u(>C-()bfi%FK?02!
zkzB-`X|#=^QK%B_olvagJEC)ka6&192v}(*0_Ckjt3r>ZT`wCCnDZQaPy#GGtcZ%>
zyq;Rk?a+>d=BgZIzBU`a!sEPB=>Ic>hBC&`&EHP7qbX|kuc@{$ep{)hvRziQ&nAGc
z!}NU`poTPkFQDqWOrJn4p=8S;@xmc!wDEXQCdPt{A?RA`rm!tnR^!;3`Wy)?7I<kV
zNL|drS!PMS#h65B!lF3IT!(gMzK=0smj7V^pN3IMSL?Q-VKveK+dRiRy4yIK842Mi
zO@52mw{0LF<Y5B|IipaRqY_f{XmQ=LiF2=Tx<&Ms)`s8l_B*Az?dfYwN_&v<5}p2j
zLjJYLA=uN`*@)J=qE0XpvKglEj}kz2rBcWAB(dQ>A?gWB>Q0p)5^|tFPwTsO+R*MK
zEmMrcmeJTaj7A8_78#cjDxz2)9hWu5Mw<X?NCPo}s_QZk61{|x@Iyi}>92|vJy+gh
zeF_Gwkix9N%mMW-%N#VW#F?^CDAF6ZP3LIj51Atdv&0_8v2%*vMfOcVC`U!<7(&{Q
z9XgO#u*I0fEQHeqk~56SI;W9VF<BpkkB^QXBrku?Y&6BlFCOpl3|1^FWg~L)91)1g
zFJ_B~Ca5%@*wg4>BBQxlg0-U^a;n8kKxB&3MA(6x&PYwoF9t+!PH1s@48fg9F%x%C
z?J$O*GO}Uj&YcP1>o5_w7ce?!_;f$2uFFJhWz-Vp;gOJdY#vT;49g|?f{lW>ZWcH5
zS=`z<7CXbUc;)41aY?dRVUzkah17%DauTI1TmBGdNJV@{Vn`Vt94wqPBD_-n6yEdJ
zwa{2|`CE+o!u3>(A}N#7R?4or$bP@ft>`xU=>k3vW3wOCNT}HCmnfCwSxufOHaa+)
z7CvzyUX_q$!$oO$O(k!qTk;aTA}+ST350$F$CD!u$YCn`0$Cdg6eRa3Su<OePi5p<
zHtuiW6z`B7vIOmEFD>H)x5iBTkfzSzaw2bxI!nCLsaoYM3RZ0|7#@yt;4X+Q8p;Ov
zYu7*oMYz{g4Gj2|ge}m0$=-faq<EBHCm6z`z#9_Vh!L_=>{mXYXlNaN<+BCCnB!Nz
zimL1KD=LBs@A6nkPWCP*V!jV8hLV86MnKyjX8++J%>LtzWA=X<p4s1hrI>xU!tC|i
z2Ziq&3^+{$v;#D7f|IaKk&{VF=Kk+o=4K3t$<DB1T$FD1Vs{f{6iDg&V4j-PGRspx
zhf!AtOH+{jYqEP5<_j4>^1~%s+Jq-GHzd5dv~IIJm&28(q^B=8a7g@vDD@DZ&P^Uh
zRtY`4e1HMjgHxC>J$85+hdaX)SX0*>#T@EU{1!j?CGL6(t?U0Q-Hn;amVeJ!ex_iU
z*x_-FsY>i{=za@{CtMt%`)}gpGFBSnpj96uK*i7EL_bU07tOx`{t9$k&6Vh$aZg_x
z!ZE6+p*Yh7qR26p6YZor#x0(Ydo8x(bA~R(=)1llJhbYX0#fIA#v4&p@r+ye?v1RA
zG(O_+g$+5*@X3&Ztn+($k)TfhSVn@hw<+`=OxvklsqL~3?zN*hOI%k&HcCD?1pNx{
zQ^R@0@s8YZKAE<mWFNf|X#0jjUTe={Je_%B^Z}=u%kPBw<c%>8#Wi?i3~snm1paop
zEKk{{RmJK%O4NEn>iLoZaY+Ca;SSfufvkoo&KnM8)-`n{T`TTD+P;`Uca*IX6rm02
z6k==fzC>H8>cCgb6i*eN2dp7;l#ijRq7Fk$6>2ypLdB0l4v46%9Y@y6t5~FhHCGMW
zRqdM8k?7#==u}X2I-bg)9!GMBUgzxUIFY*rBbrE#$GufrRy2vl6Ud=W8nke@e}~7v
zB$<HZZ14_`e??%GY`AXW2ixKCg|KVL?qx0z{ZgWx^@#N60BcB*{u-*TPoxzL69WBl
zhzF6A1^QxQ>5Gs4qG0NakA5Ozs}$UQsazK@RF(`ToYeZS6cC1lnRb6Xi*llc{@ouW
zx)`y?33IvggKu%6+<f0kcsj^ku7($eRGMe!d(@mTdK&>frl0_P!1+OpPTE0SNpBJ@
z`upb~#ETn1u$%Aa{Ub<Zuy-ZmVGBuPnRX5sQ;>oMvqPN5JRe>Wsc@7cE+N4^TZj8d
z^^zpj`rt|;F~|eX-wj2iUjUJQya7b2P$q}-dSu;*5RDeDQSE?4v@}61ZdYyqsv75M
z|AnBLJCAs^6&4kFDFUTrr201f|Mbh-9>=+CiF4agMzII;3xdoSmLjE03o!Pj&`3nv
z>fqJ6oPY>b+oh1R|7d|kW7+1oaM|!dfEv;oUyG`WHD3F&;T;N&$zuh6F{CM*<4dyS
zNnufTnL_SFYgSk+Q`mA!vPDeF#OlfM-sv@QgO}0ujef#O_Y=c&<K6@}*1TLVb-qbs
zgF5XHlORx^rjU9t|3~fYE<irh|7ACkzCnnbtr7{!4MOG97+XZAT}>N}1-{7yH~!!v
zE2P`WtHO@?Fow8ktm(0+AZ%J|wU~C!`$%*!+@n8A7^mxVmJ9qP4Grx$;$X6W0kbDh
zXBm7M^FCU}oT#ZUW_}WVR~Iu!gbfFu&p?4Cfw4dseqq(^9zwQ?CX^Q3X4A!Oq}U?W
zw^>>a=`M|`z4++I`zk6n;I&b?e(-cSLN7t)VWQ<v5)5IYl~^+7C>w-l67A^hRM)5!
z4*)*_SVP+9&!DPepNAL#Di|iB<!3{3vUyJ1|Cyw9wvLioM^PPtjRYvU-0V$Qd4Ak5
zPLz%s2BsGM(shRMdc)|_C4zMxb(QcM{~;TC!?Dr{`YPt6B0XIP1f9XZSHP6ie4uj>
zE2`30kp2q|ZAD+s+~=Ohk`LU!DE6j$(N;qkDX}XN2CHK&yXRn+D8~!a)S(+MaY-tj
zu#Vk}zO~}x^1W^ttnLps6lP2p=i4OoxHOOctl5-(Hj@Cy4aNFI*hd>J8Q*ZhxC}&T
zXO2>-Dt8!#1Mum!09DM(+UfzN?<I(#8=N(qJM~utNLZc1bEp0~(P*~yDGUz(5}<}O
zJ};rFVtm#f92T8B_3I&h*#gO3WU)Z%JIj)s7|a||8(HS)(T&?##tBSJrGyLL6Y{I<
zFXMvPTE>4PtM=-5B&Iogze{%H3r(tVEVya(^Er&T@P2uY+|7rWG;(uU`b)jTQ^RyP
z$C`gd>#SnUn_^~F?!8ia&Zj|Hrq>ALOiJ}50_Cg&PSx|=7B8}(E$Fz3mv8E8<I*a{
z&gmP^W$-i_wW?S$`3!x1Bk)&Ewr-^c&5fTRD8fW(d1IZ{rxI;t8>iyX=*<Ou%b6;g
zLsi8(4G|h?I3|LluZ2Wq({wNA<2I79F-3!ohn*r0gPBUgIm=YuTwvf1(?YQ<v5w5#
z`hdhVV-vMhAUVUBsNd2EAc+?2P;^w8yh}Vjlskn-6J|M6co)*RRh^uq^I0Rp^}oa!
zuhJGcA0d@I;CzVw3>>)8X?GutYw)Dr@1c)5lPa$f)6GYgkqi`@X)6m2t6BHL`x@dw
zqVsWr3rnKeA^B9BpN`666u!3~w8T=3%i<2FWtzir*?{xZzXVuAhDM)3RmJ!WG*6v|
zT*B)7K3MV#1-(+oT2%g{1C*yJhaSoa;pm@oIM~lv3S=s{dBCdnrFJjPE6pOSv;CXY
zG6{pm_UI|tev!)dxZwonzZLg?{ha>~1vJZXJKsUowQ@cKzXbFD9hmfuf{v-or}Do)
zK>1YWOXHTDZ%xm)k)%b&qKjGmXzP5i8;e?I$ZpMqi&_->cwutE3)?jHVo*C}tpkjZ
zgl|7DZ!9U%wemd0<K<seLidAYn_By~!WgIY0LNo@={tqV30$}{(v>t>Q<Hh(qLSYs
zzK}iL6IWz=`VDj>Hj06NJY3%;rm1)`2J<j!D~Sb`%KS=rVY7+7ZsEFJT1`<B$q}4}
zg<boei|wY!6j&`f!blv+p)4`Fa)8#Q$^`=z2gX;#7^h8|6z`;;ruri0j5eF=j=r2|
zAUoVF+(~~8Kn-c|Z$wo^?YFKuH6J0DQ2K9%B!r;s5B4c5IK?EesV)jjeVxVvbwY~n
z!z^A+c~35pRe`7ehcg|-dhYj>F{m)ctPKXQlY*gQA98LsAlgO>naD)GYZ5o9g=2N0
zYpG{ol=LFvaF`j|Ejt;Xm?4yzHITQ_s)eHZNRv;g&!>$!w`Fn6OzFNn5Hy2ft-wTi
zr8*XY>Kzj2cHp^%>of_HJia4pT3}bE^x_mP>*Pl1SE4-aP9zA|(*YoD*AusB3(foo
zY7IuMSh_h>wF|7xFe8-zsEM@VTmF%@Uy!C{YF$k3x3D)5=LmqAVE9yc!}H-#;Ao=E
zr*!~zYlU4%Dcoog3Rwsty66MN)88`y<y7n2H>59$FWMl0pxsKs&S`;aaA`VztU_sb
zTzrtA3Ey>L8qFjMED(<+8efMe`#^zg<pi+*1Xb7N$<k3x__aR?iOv3DEA0!G#0bRi
zVc8+XO^h>CPv<<J%?_?3d%*1Y^v1E{x#8LI#f@f%KsApYX>)x^#Td-P5|^ciRqA|Q
ziQ0vCqZlMVYNud1Cu;wGsA*$otW`{kEzi3OKfjNT{7Ei9)fh$u?LP#KIB5UlxFQGb
ze~Ny{p#Ap5)q;lCZMSh<HP$qnt=0ZJtjV6%nq4}!g<guDhM8R5+Ds%Mr%3c)QqP2e
z$+|%Huj0<94OP^M>Y|JN{sNGOjE;Yds)|k7xQqS13%>pt_Y2|i4MWmCcFRLU2z#OC
z))ZmS2|=m<k$7oh<wc{h#ilzit{;X#wJFg|nj)rxO?c(H*t3hfCZi*daa;QNmRL=N
zRTvmD;IQnHa{cNV<HZj@X^8vNZ>#nRAqaWT1~)DhapOUQfctmpqj4>d6uc%A^(cF~
zmoNO)$Rc~puHf=S3%X~{y-1ci$4+jCN@*!_+T#>t29u-zmL*5;4MP@~8i-GP9|>6=
z5~q%}2x;ozP6NJtjdr~Wb1cFYPi_mP+)B8@k?z5+07A8dF@b=9la*^-oKd)}B1x7h
zaSu~8-VeKzV$yCUQitPxQ7XZUH|O#~HE4z7{hOILIx|&2kP{`n6;&0BHpF;8L@wco
ze*i|_$lZb--b(6DgD#XEf?bku>xLBeN;Po0v)Y}MjTF|_h;xFqrAUVQ*1cL(D07Y?
z$zIB0_3twa^A9G|aVYk>sH(D;+gZzHe4`P9$wjXkgD)%4AZaFwN~SPqFv~&xkse4p
z{p($~Aqj%x9mKUoB!h$$0+-U8!_kb8;c|rQ)FfNdd$D{0=d$8rh8AzKpE@k|p-xUt
z)?H3R;>ZE)qnVtfbzKCP!?gmaXQmB?{<bwiM<SzhzJoQLJfBW^5-so=xXo!Jh7=xV
zG#G}VkNF2uO7;y+%2*rNCkF-EJxu!K&oyOG6zE5CyfPLGZ2oYCh6&lj6=xK>6&k~d
zlP(VYzyiRwi9{Vv1db6Er4BgH<r+oRW%1C(*#Y3u=;c#!T^_x>gl=6BOh7F>oPU7{
zyauLd>%FIX(WS1zMRPdG1q%(sBF543vGUPys#%VEa!Tp(S585=xQw?k1(?;p5u=bk
zhWP^C2P0Tr07Uwh-G`fw|1HYoj$U^9IK#zjV%rMsz<r#^cLw6{rMPV--{0rL*h*_u
zd%@0-bfQPW_V6cm^D-^jB~YK`bnBVFLsP^lZ4l5^LRS&5-;48DkY-z&$Bpl&ufvbF
z)xr!B8BkS%!f}C&-aO0f)NJ11Y#QgxPQ${&B6k57olyK|(Jr45L^LC$GjU%^PonU7
zC!6K4e^PdtbKi}zOygW`;QU_&HTH+upjaYgc8E%-p@QD!v6xCxM>n6oF44WeO+e6N
zg~7V__LqkV65p4p0SH`@fQrG(8MFQ*6jdTUrcJa%)vxN`lMu>PB{XidFF`OQnj%h4
zFb7-sboGmATS8i8?VR;X#`UcUy0yD|^Coq&*x3WSC@uL!LTmEvISi+yPf&VK7mKfP
zXL^USRw1<#PY-G9ee5lYx`S}Ktf@9U*yg$2P7P-uPLmbd6pTli_VD>!urqqn#J0QM
zTre7*@8|V`JvbAg>(l8G3%J>cW_x?Vws+8_NS?Iv6LZ1XqSdlGCT_Mv{V_~7Tfk<y
zjUPKiGZnyI!p~Cpv)gIn*Dl|!Rp!mw61_!pBbY<ztoDMv3$E+adG^Z7Gn;~49u8V+
zb(bqEnCoBe;mJ5{xNTR6_NeLs<N@&nvsC<~LUUym-YSAFqs6d76DLpdgPk3VGHjKm
zb<S$`&TI}!w%Lq-js$x!ALdtpjo<a6LL<RQ-J0(%0^ay}v(rKph!R+Jxr`@cF#R=)
zkm`LT80XEi6|04_@lmQ5jCK8mnHy)k2EJdazpP+`q}!?3aNbR;13FVzYkn`7aJxRP
z2UMVpFqB?!F!3e<!nq3q9gGXOvJX-1OZ69t%E4~J0Y1#LL82yb>IJ)+IGL<#E?S^?
z9ltkQtzNJXr$XZB=t|v!|EQyx1`~E0_7Xtrh$4-81&Jfvx7M?_1><JdcPsKyu(<)D
z+Ewo^w=1#Wfw265uQzSsSW1AI;3w=@iT(0X+q1fLx3aQKBDLFE!Gxk!QERf4)cguf
zNeL01sMH%C`DP#z_HuhAR+L~TkfGon2dB9$0NoW9!wNLq7T3d38vE%R8lhbkC<ERQ
zv^rS6qhp?re?mm}kXAu*T8j`w-YDF=d-tJWylu5BAPU?iPFEvjcG8o16MZM;2rjXG
zzwON)IfBPtSzM=3b~}qldcj3hk~@Hs72m>5u+X?(FpB3hR~<bDdX9G%Y6<Z4M1sFM
z0#7SLNMx6+P8ptjf!l!EAF=)ACK?+<3<E8yV{Ck8G&l&ET&~3G86$uV6eJ;!2fMx1
zmT#_9Z0ss&($11zu(gRx(GbXZ%P?@2_jIAx9tgFMe~X_L93q5xl}UTBW}D~_0tumS
zpfZyXwU@eWG%=3e`3)cR7k1!rNRL~?4r9nbWEl36sqnh<dbyp}^1M~A@J$^abyocL
z{8h9~_lo1$MYX1DE>$e7J8V`EbWz5W`@4rg60dQb(SopNj|W?<*16tXcRm;ub_9wG
z8KjXdot28&OziuHU4q2yL2n>aKFld#V8G|~9_cwB+KfFuU3_@KUabI4?^B6j+;<mo
zb_q$K=OUQoDjv1B5SQ6T+EwS`+v%bBKIL2u{dcaUk89zqoU7^MIy7d_J3rZiKaV-%
zl+l0Qc{etFJMW~AN3qDud4xW;<CU|OKE6eTzV7@o1vo!)E+cs4{JOyyHO5=1&{NUe
z95*$`&CGEtbKJ-rw=u`?=NR@J!<}QWa}0H^YhOWdsK@qB?yh|VeJ!Ig^z|6^{CPgD
zM)Z|Vy%Bw-mBga2yl(94Vxs6roQ&YUay)FGwePdvZ+Goy?T^{NV}Hf|q5T~m-Z+~W
zon5M2Gc|W%Hk*wA>5_Ot<|`^E7^^-J<-l&}0cMSwv8r&<3lk6H(qkILv8Yw9v{!>K
zq6FBLi;}RyHx~pY7}uKHg}a6q*@2B<@%e<o_LJfBr%3qT4LYCM<~`QC4`S9fJ1{*E
zIuG_;G#uMn?eUKIF$?<+F$Dz^=Pp9dr-F++o-fu|%CM%4XT7O8{O9-XIQa(`@P8kM
dO`x(1h%D3sXD<D4&kB(Bfm;bJum}&!{}-1iT;Koz

literal 44501
zcmeHw3y>Vgc^)2jhr7iaAVI|-<<UVR4#eF81Sy(2k(2?DpdgS(ilq1u0qyPW&fV-_
zcW1dX3*f|usFG<4$vBb4RV>9yTym;tsu)|2!aNnJY$Z+{%TYO%sA9{CBQv%vOR^Fd
z9ovc=Ip6>H^kZgcW*>JX%N4VTyPKJQ{O|tz@4vgB9{<>{{rm?0FWl+3oLcizv0SY-
zy{heZ!^x^w=``$S(0#6Z=!4xSyEEZbyL{32I_-+x4L6`f#i`Y+ZM)e$*9~`2@t{`s
zi&6b8zFi4wUQ<<f#+?ag%en51GZl^pwV-YrpTfesJGIJrKPb0@E|o%|u?Or+)O+mP
zGhK!SjqMF5T4nT(^1H*Sk^<M+98N?~E`($CTGQ?>be76tp&SJ5+EOO~c7)C5TGc1W
zw^Zt7-^WY*J>D!g#9x!uPD?*5l`H4l_A-^}gj<603VrH2JDvT`Hs@+*vvW;&_sRLQ
z@A2)nf3{xhIOVgq+y42$Yn?sbEZ0~4nt!&n8aQ6FR3Y-74a!TMy4Uf~w*BC2qg-pA
zeN5qB#JjHZ#xt8cOH3-SRjb5Eb<%4Fz}qhrm{c>)F2NvYJe-u@1QGWcFEr)e3b1bw
zU@tgtB;q(f42n2!0@)AX-&^qSApRW!w$5S3@`!VdGYgouFicwkeBBO8^%@|R;$iZ4
zioTR;f!*l&43wt8xAIE6+;URCg3vbj3MorA?d%Kp-qW(1)^Y2B@>1Ql9<13H?RHn8
zmi`&&-j|Lp3BmQ<auVxs95B?X-Egmm-sZ}4U{~FqyC8Zan%s*v@9syqGbr@VeuYk<
z&`D7BPRT=|CC*)m=XWQbB`L~H>omln-D=zT*+YuNXLQ!dCdIM-q-f67jNT+E+WoL3
zQh5CejZTW~?<_Z~kO!6u-ylNb1EBbLHu^W@pugSW9)u+LtQRB$AM1w`A^y>Rg+@ob
zAoSoaQber<=3Dgtxonhg%t5&zq@I;rGWuWiLxu4Dr~L|zj_=eNd)2CVjU~@O*LaEE
ze<vH;x8`6wb>3c`6D><*f4d(ZgzRtjD>OQ?J5PFz2E@*4m0@iI+d#SJle6F5xN*aV
zY}{|k!F?z2rjF)hN0I_R=!YCp;QRdwMHH}eN15Yj>4*uwE)Gv48u0`UGscT>yzW)X
z^{!2$mhrx9j$m_g^g<szUc=sQjoVXW5Op452Sgg!tg!~g_Pf_-(mZQSan2HP;W@ZP
zRhNg>0)SFRKfLV$$F|5ZurAh`RqvwZEnAC=&`5S078k9WZ<X<e^<NBw^s)&L3L|GR
zatwe&N;`%erG5r%?@+J_4*{e0mO94sHb|{U<#3w`l5#mDl)4{`Y5U!GCECpOI^1_s
zX#ofbvoD+w80$9Gn-p-})2J;O9PUhzNdmgnAf9fQVLi7dSPKRt46AIsO@Ud<ds1{r
zV9rD$ybU#_;D9bu;r56vr6nlBd6PLeFSoshC7EH>8ZECKh#^u4Oran=8tYc`?aU!b
zpV1poNHZ}nftYzVBAmL^sL%VYGEFQd;mE*^zJNc+mpz(mTn;De<>pGKyn=TV!i~m+
z!>O$}b^HrT<@O4>^dOUaf%qm|)g5t4Y1MlBBVNa<z%eS<ea~v!<th;g-b1w<lr1LO
za;<LrR^V9`d=6}AnxK@>D@fy-+ECPS{|<q>-~EYUq)my!6)^<ei)ciN{I?@+EAE$p
z&QiTlIAGmJ2$!vjf59R&EgE1j?XzkDAsoQ$2wZ0^x8ny^y>{NVTGb-asf0>eX3(B`
zJ2TxX2hNeeJ3>S(qTKW$qq93MRqT4ayK=qGo%xP!2TW_-bupzAo0>>;bE)oMnpWca
z{}s+khFHUX8obZbF!#q%z<ri}d>B72yO;4(>5}`m@YJI}`(ol{3{B4IWr#>S=#=Z0
z-NavBli~!{jNhp^76ff^5#x2WytsIXY<9=DtFzW>q;q(Rk7JSRL9$mbcbXNa5LdPt
zXq(lqM{T_aC=0w^1j44T5g#w66avx`jx$2K7bf~kiADw*&!}e}&#uZKj_xGPEYcT)
zp~mHZza~7cCU=~@)HDt%F%9#}rC>DJcxc6>G;Rc|Z`Pxqbs#clEMv-`7Yat1;*q2g
zvrvsf04Ohp2)3AT%CxPLBJ$dFrs&BM_;nVhY`IHU`?006?{w3Z{y>bJ1`7})ib6vo
zD55AL1`9amM#QKf{p@HcCf7E{-+m(IZzm!a8sjGb+y5C@R^8jE=m(^;{b#BoJKNU*
zBJB};&~#&?;m>kl$pDMpShA~CyK3Fb@jLi%D%b+aZ~9){E?TDpvUE)^KxMy1zQoe1
zRkfGPoqA9}$WfU;-+?QSkrpE4+ZV{4wl0=e{m5UBo1vkUc<ZLPMavcna+4zGdJ8JC
zG3vZNNGslkuM+@}D58Nm6c{p}5(|}X_$+Elkpcy$!mIqwl8>l1V&Dk!g7vj#EfM|>
zA1)THCjxI}rEVh(%%bxI+;aG}^Yd1*cm)4Tf9*)=vEWFlMy23XnKg?3g_VM3&0nll
z183ekcGPZ&Fff1^=f=!Az{z!JURb!S2ywW%To2%m$DxGt&H#49F@mrgZtk>e-SE)B
zC?e_)7rk18JIV3-aN~7d_wC@7Px5;mF>SwlE&USS{*g5I$Ndo$FfEh&W}`-ug*)vg
z7ChSMu$mRwRzcdZalai{^R%QezZmKKqSb0+uxJOXG+B?nMSP~IIqb$Vra0v3U_#pN
z*o%wvg~i3&Zo4hgz9I^HY*3^X!NiQq2^MIB^*Z!Ue%KfxZ8#|68FXAAvhq4e6fW2h
zZo{xytu<Flmk>)gMRI3?YK&XV^0|*vbF>JwFWeH5Lifre-?>DGadS5lj&ZNyrq(JJ
zcv`D-#3&IXGR7%s1|LCVY2qV`h7&*m>r35mCq-nA=%t!2*2L%&z3#dW+6lMdMX=h!
zRCSCy4Y%TjeW_KiRcZm|vh@98x!uH{Q?1qchF9%iC2Rrn-qm?tiNfF1C|1H&Y$%o@
z0LlGBgtid)V-eZees7P7o~Bip_>jUX_hGcD=8cj$QfyP0^9;cdF()dfJ7nfOOC=0x
zNHE7;!S?}K^C1)+h&66Njhfu}NqR9jH{AE5{DS*9|9pb$O6>9|zay^Lni661OB(HC
zVX8@K6@<1!-AMU$i%i=W09iI|6H9kez)3w>PBzUKbbBE^^@Zx%VJy_XaJs)a(-1I5
zpBo*c!NzLRly@-&;)0kUmV+?0d#3`1+(aym>UFtr_Ba-_FHkrLO9e|_xm~s3&b0%q
zd&8ig4BGX>_dB)a;PA=C#VAmuEVlb!sbOdhnbG|@4Qb-!7Xz%nrC=3CH)cb_T}hCn
zRBbaM)!i{KemBu%F2SU95gaUC8;iQR5DzIZ4#u$?QS&R@YAyhMId<1cSl#nHS?lq;
z0?(^kaLog+N!~b3=%(db{WQ(?Xb`8jRB)->?&0XB&6=YH-H|~8^DQtMqY8#ubPoeX
zX?fiuk)F(IzN5u1jdZTux1rMTu9bTWsy*3tZ^JM54S-7fRFN}fK+BxHiK&nv*UL|T
zQWEUtr~iH`$+UxiEUkrp1n;HUVDf_m2X_PT${RUg)ceZMEt;*SxIi#wZYUl?WDEWc
z83VB*2_ta49?V+DXRR9-7bB-!S%C2EYiNvhmrO@-xJC?N9JVG%cqA#XvEgca3|(nm
zrW6Tu-)vfLPBfOQ+0wKS1f8Y9n0^x=K0GSZv%3f<X<8sWx(Vd1EFl>OkyChRwM$)R
z0=Y(=W%|>71=>WO!X5YxP~_}Tx@*uQEekiFZpNda(LxODO&bw;`d6*;{1E{H8f~x!
z2w9VH0tmupw4f<09?|RB1eN1s!cY+fJJHlY45R+pVjPkYh5jgMBQZp!6kM};NV+a(
z?l&8}0i-9S0fvzB@T{kJb7BOw4qH5|<M+!y{*#!qSu_iZd_!xw?v(?ure}Eg5Rs2s
zjI&^0dZSW(_R!!Q?@@D^_2|Q+u;m%amaDR$*G$MP0>V){<`6a*$>&k?gA75g46!+W
zO7+m|fW0M!cFz$*ZpX@}<VX)AK20qS#t1Z)&4}j`jQ9lw=>SP|(xAP_WPtweOhT<0
z(DMo8qk6*={_UvwbKK+F2!F34{AnWh=_VFv1FI|+Olf+{>3Wv8<Ra(Onz`S$t$ECs
z=NFIgd>Ly#?UIUrEFLQMjE(oKa|dF)jB6f@U!+_>Lb7>MzDh9nD+zk%(oZt?KQXDn
z+-nD;k?wQg8ek~(Vv0h10>3|p@B-<naH7`av{;?U;eLx6CGT@zctsl1G^lKZzMFs{
zPM#St!{6)&NTJ+<pK}yE;S3!aQlWwJJJiU2_nY{Y=cuXZOYao_&r#Kw;&0{{O;)_+
z!!FP2)6pY%jNr;G5uJG`+jPjB*U(c67Y4J0)b4-mgD(wMG!^Z!gxOt$6CxqE8*ZHA
z)WqYF*Flz7IwCPY>Y1M99GV5Gm5u!699lfdS<d;HNRSe_m&(97KLe=d#^O>OmmqU$
zE*5frmdHX`Q`f1AypZz_z@q)C?uoKrLpoS}bv9bC<D3qx&4~2Ps)e;LtmR<Nx476s
ze7Wpnu3k89iO}2p;scZj@*wB=>TD`r3X;n;4I63PRU|ApWtc$ZO~|UZBk|!>8+qZ2
z6yc?rqj2iPfJDywb%R5v^=+tHpwGObPg+y}@n(s(G=a#XCpzdJS;J2zn#tx5sZO+>
zM18Z$j1f(Bi=lW<gDw_*yh75_WCOz)Gv)5X1e~x|IXPVK%|#(HQXC;h>~&7WUVDsG
zgxQ0PSvC=Jj8qj>4I?!!I?4_U_XZ+kI3_F=(k7YZO!kA&VUYlsFR}(_2CmYVd3z-D
zv?8Ri?n%wMDOFIz!?O2*b!6P*qciUEni*$cn8&uANrRzGW!Up6g$>!`0@+MC?;$~v
zwzIS3p293Od+KxRJej%qMcB6zLSc2-v?3NS$=u0I2sW&=L=H>J>WcJJ;Q;n{;4elz
zpNYFFyL&oGk(bX#bzwfYDrk_Rs7S;T^AeRZLThnFHC3G!g9x`?cO=sEUqn+Qx+7me
zRYTLqxSwGZeM(`-$&7|Wayz*9^9&gXvEO?6>E|<;p$UUx**qf`hT1cU7PGM-lAt2C
z%7J2>pLGXJ`L84ziBsMj$Bl79VKS*iM)5P$?^0kKOxB57pJr<1g2Qgs^9q693Fo^E
z3H1^3DOWjLF<%+(=YscBTBBBpo*B>Sb!(d0lTfXzGFnejupbcqVl3TF;%DI5qh=e%
z;}R36?oev>7k${1GoTg##hTP?X9CZpvfTmk`E!PE{gjQ`%T_jIsK>-cs@zuNZ9?(h
zl*@|@#Zy>mCCgB}B)o$u9#QU3`f!#8C7R##C|-6K?!%ZfxsT9~_u_{$;XX=#CnBzL
zbc^Obx984M!pNFMqMx*F?inKQe)se+ROb1~DOH2#C)odI%uh}wW*WSWgQf}%52@BZ
zlD3gLrXnTS`VlxO^9wzr*c9`!=?O4Dq#%f905KnXhji0~bx*MfOH^N2gd|zm<X02z
zXIp{(e)S^S8gaC3qN-sAM)0d6>=LfoyCM>@M}2_u`uZ?PD`q%Q@xCk?%#(grv&rx?
zl{z!4F0Ui2o*A80&#jqN28Ma;GFPD4JfzS%+su$<lI}7|fmCHkLe4V5O-TOq0}s1a
zEbOZATAclb#L-%_g~R}<ZECKwNE!0AXeCFR2KS|iofIgzCbvmL-ue^-4*x760dW_6
zFiHER2sA)u@F6Z~Urh9~7NhV5v^Anp_;plWn^7<@Oi0>Y5joi~Y>{kKWC+!(6tWK{
zbkxIV`yfw3O2g-86v2D_);H>WWE;zfytzpyB=^kE{+OB)2ESiTg{{k#_PehrFa}r!
zQQCDk5cr?#fapCuh#?K9+`_o&V~5ctME5#P?B4Rl>IA*SVFjyJr-d0SK7tOM?Txf;
zp2FU0HSLQf`ZFbKXL3SNhLrNHBlTq{>xd12R0RUVnBK-`YJVdWAL&M3$s&-%SA)i5
z#hyebaShIJC<!vwhcwHZ1bZ+gSOCHk+-xoceU-p|$ic=9l7HHNL}R$H$QR1>jt$oe
z`_GnatK!&|^AHPcHRLiCuij}ih3wFxf6;mf`<qsxx>2n{+oqK+yV|>wReddbm3)0|
zI@3CT6N$)v_r_r)Md|!KsCjf$zGjP#`zFjc+-aJ0z%t5(53;1j@U2$}{<ikOjUjmk
z-1i_N_{nRSQFtF2=qw{%6I(UNc)&IHFv|B1>W6qkDdY)LOOy+|0tsA{)gkhP7L91y
zq9v9Q`grmS2||xDct1jI2;*)HZHlL?`j001i7TEtukY{CKh%fCITL#uRbQ>a`#uN+
zk&}(pQENzsYf~8xUpMMGX24@pvcbHtr-(^?82L1nF$RjYF!BkeR=fps6v$!Z-$d2d
zgpmgZ&^v>70~JqWS2FQU#c6dWff2inE7zxTd16wO{LLr|tweQFSqjxEBBaWC2%$Dv
zo^2_~KFaA0se`tU@okeIi1v<)bwToTTh&6Lx{PB2un$~W&6&rik5A8Ak6u4(9h<do
zI5%repP=U(XRWu+S~s105*xsU>v^kO2~}j9sV>i2bcWWg)1nCdjUD6sAV;^?9S%it
zHj@9Uk3OVtwv^`;q;I!;PYxUQK0to^EeAD$4&Ek7llm<V?yrpm?v`lNV#fB+_r>7F
zj<YfBc{I=I3SWEx;~qR}c-+xY$g>Z);XFsCAyjUSV#NITt|?>GL_s~$(ji2Pd=^2$
z589nd&}rMnLIG=1be`HApM8N%bmDM`0`|vQQszW2j~+codwHq(qjLzV@mr?mjGlvs
z=U+qMqt5q*2L|ZWv|)o32b;d0FgtPIVMnwHE8+nI6Ps1I-=_LvxS0^8G!U#0f0XDT
zK2n%YL*ETpf7nM>bB3BfLses_8SAs>s&{c+B1gv8Sa7RGBxHZ#n%MR#5~9enV;R+S
z3Huc6%a-lZvt)Ts;mWQpiYqwU&^+`@%;D(sI*tE3(AJ1in5$9MV9E%gS%F+0Pj)4(
zfx(8}Zz+@?Y@j4L_!^66e2|=ul6(4@7X%IlDH^xkZ|g()QHGiog-9;q?pH~zwR7NH
zBjP%Sm3&a1pM$JV4BN2MOazLoL{^1fYr9^w9>8uIE{b6wI&_B~kxWpjcx}pTudnK<
z&<|y|Z}2#;6yU!np$T#Gx6K4JMa|wzwT1B;BS>|>tY&8ujjzG<J=}-YIi_zJRShj0
z-t-C75=wSHB3?96l3SVwWug*fOq7PLo5HqSSykRF!JOsIUd6&$WbwPznucq_qBzZ5
zhjwOuSC}x%Kh%d$qo`yf2DYJL7198we1Z3hw{SWwLY6X+d#l(HZXsgfV;=$yMv*Yf
z5?b>puc%SR`As-+LVl&($2;G1TC3acp3bzihbbQc^m7UMk9iK^?jB$zt+z`c7zy1C
zQ}~mKM&nAAF;5~$SW>r{1ko*r@%L%4$EM=DlC(@Q4*!?{6~<vwBBXm{T>eQeE<^c7
zpJ5EMiIHO<K98zvG7uWQgpp`Rgk;jcMJal&yeWMO2dt37tij9yL6>C?Y6ozdCKQVF
z#%s|D9r=?~$zYb)LpVOo&^u}0L<>b(l#bJ*joXooyoNn060;C~wU6YCVzPo5X$_P0
zIL3H+gdUCZ7s|D|nE6qvb(NP_l$;bTImEL!AeLsBCBl=S;(UTmt&K2yeYF5fN1Lp;
zNN;OQX<DM$p96%}(EMUR@LLJ(jhi=Y(--JS29MFBZk}oXN}`Eu{Uyzcf<DwQYt*Ur
zp_GOxT(1__hdL9JdDD~(Q?IB~(9|(7G~cE`Ihf^mJSN_8kN+G;z=Su!0*ZJ7PUuLA
zEvLlZ4vFBs0Fi0n^0!*m<zp0upmDoQK@ww+f)u7#xtF+w_+juNZ;CgHg?K7PLc>D5
zLV*k4uJgi~)y9dQu)xb|l{R59L_wHmY|zmBj@gX@>@QA{$Ki8<*z+MABDOlZI;QHB
zqO4!U+PlAo({dv==pwWOx6r`ZU9~y&l9mu**rd%zo%5XWvAD={btFG8TRx5(;O?VU
zB<*A!9s+qosE4Ws!XHT}R@`#!h?7Bz9IPubg=nq2W-E4cqPc;r7{S0+?1Um#+};nt
zHw{m?9<8lEh0d&rLU$V!TDv3~#9HTu`_c_#qR;{<Q)$7e_pOOmSEehNGH78&ffU#W
z8w);!nps}t^Y9|uSPVuqBRa)a+BLHD1xhA>Qc<j1j2BwN<~cUam1p!=Qmo<d=0{QL
z9G{v?1B9*;jUoC49Lz^&u;y~(p;;Wd3Y%lkTz?d+Fh}t$9{D4#?}%K`zbfD=X0r9U
z$c7}_=8Q5rJsV@HF*+U8o0c`97db7Yf!sbE<`}@EH4b3F*=KfaiyJ?q`DYVi9*;cj
z7W;FJKA1`FA8pqAaomqm6Jmy$ZJfJ_e&U3R=9mNS!Tm@dQs+!E{{gBRlgxqk;F?G!
zW|kj`D99too)r2k841(ArqF*dZKr;<w(B~$s)$B(eR+a@aS-|yU6F$WPu1qCDE*ug
zzq2>VhOx~4h}W@q3QzY}iP8Jrf0xVegwxEa=>JC5;8gVI0Fh3F`O)L>ij3_AaEoxz
z3Sv$^lF=dXeD1e6w;R^%PS3-sm6j;an_#qWlbVG7UsT^|+fYZ?@9^Ie4aUVifxetk
z5fm&*M}|dCkv|-|DtMK|Udxj_Mc3E}ufmugLruvuK%J9wd?GhNSS})|SqSGGPh;T}
zb7-7xg|xQb{NwKvePMIfIsf?oCfF9YhJ$6kY?)H#Ff)Z|ips3h%GWsB%9|GDSi`-j
zYFNV&R=x}j6Q=Q}ARa_c7U-)eF9RoV38wP-TY{}xaQ9M?9<GZvOi~RdoYedGxc6Mm
z<Fw2_RZQ>AO(xOBJW2)2bY3#wL_l%5o;*!DSXt+43d^HSnR~OAkM(F>QBX9D{nfd$
zl`uU@n?DYM-PA{tz~R0GyXAh)Zl=@dL_iHk>f`*52IaL{Ghp#@xlNo#j30C*QsJyJ
zoTZQBL+PjrawC-0ckj`pT3frCNZjOp_uV5A=@TH*-RnT4hiHDyQ5LdpM2K1w$I`Sx
zB2M@=F0jBrcabuK1--l__;pQLj9M_`13lX|AAEKCVK%Yl&28V9;a!to5M*@{42j1A
zFapPDBBu&ljkmfx_QxMfG?;4#<Oobqu)%sm7S(kxVRo6m_zV=4{joJ+U`7~~_=o1(
z6etHXu73|Tt4yg}qNdx5>@L!CqsfvRZiX@rVeu3^J$Zt}tW{g)W9xCZ18(|2J{Os6
zC`tfL!&NMGUy97I)fDaA7l|L(syz%_lzshV91Xfuls$EQsu84?tRD_M3Rc=)r)8W%
zEk4mzq+5{j@3(C8hRvv6=0Tjej;t<DH^&{F2;cv*K;sL{K=+II6+c-a`$*5%s3o8|
z9xQp))l>>>ZhIF~KaAs6mv(QROmv7A-xjp^rl7@ldTF7>ZR2q%LHJ7x#rH)E-=kld
z4qeuuOGgX+DfgYLNJD{nLV<b00CP`)Wp@|-8VStpsF~+w_E0lh&#CA)1lj%vBk%qJ
ze#M1w#?5EOQHAAE1IuFq%cCP<`6)1CZg4EG<Dz}QJf^@rW`KEGfO+T0VBWsYU`Cf1
z?+Z5?_j0<60?hY~4CbT5g8Ayo%=L;H*Bi`uT44FqNLc<u$jsw|V|j^-_K}$z6qq*{
zVE&W<^J61}`O$R-v!lT57-0T_0P`P>4CbeY1#<|Q$uIi5!X$}tF}r9uMniB{jHUlt
z)cKce#`10WKNm%%D<k4=bY#08Vvy<$Pk+_x97LR+7HgNidfmf~nky-LxO7D8YFX{&
zr$5nCQS&DJAz7}sc{+&Uw-P)XCHC=q)CPGmIeV|ak?1E*HZ$9(|Msny`$$Vp?Bjo-
z>Z=v|cs?R0PbJd!nkH$TEp8Yrl@CeHO8LQ|SQl|glpHm~w_y*#amzYUIBHo~whs!|
zTh<Mh)uC$*s~kfs;4}WiI?zow7EaKgV%=Bj@fuoC?hwzswr$OK6;fA1+}}hdZ~C^A
z7h-4|`f}%S%h%@|CHFM4>mOyl^Q@Zo^BCnZb5<LZqDbQGFbx`-HC#QQvmYcf{jm6K
zcdyud8G}`FspmAHIPKq@XgIE12|rZMdI=g9RlQY9wHn{Pm4tgRx&3U6fpNKgdi}O<
zaiAZojZv<9g5Aa@E-r}uTl`xR_Vouu(VVsD)={*m&n1~J<uKw3v08FJodkBvK_-pf
z!Il0o4)EQh0Gy-tpN|1+sQrpaKA=1q17@f*1!{4kYBc$$={3Rv9B0H~Xuj9vfFx~+
zrh@_LuDlj5zcREez7bjvu#>VwL*?~5fO$5db#ZkbVfn~TG&qnN6BMk*_pUo76sN=W
zZ##v4gPE0IjtNNItlYu^oNWvaQD$3~97vO}wnh}qSe>65MLYVa^S_M|Koc$8Y6!Kl
z7Myr}5Pn+riZHFe=Bx-`LD4re*MN?1l!WX3h$A4i^0+@u;=SMf#4u9MYs7z7)!;Sa
z{{R@Z`;40o;wQOtgsoJrUZ6|ntI;h-6t~XIhWI(ve%fJVvD3;EjWg=;yok?IW5OAZ
zj`5Dy(F9=$c`4C%T<3?&koZNkl^3na@r%EJs)k=YP=-W0dKBj|_9%V{94Gp+iAr;d
zlf>5oowp24%}TK_4-F4@A+KqUBy=vyhA}kZ3d(uvkzVueMJFXm0^(-C^nyN=e7iWW
zTP%6``Nxsd5#ZT+<$N)cn8E`*THO`jHTgv#`<+}lF<m@y7WuEx6oSqo|3g)gmFLSb
z<!K#{a>H0gv+`W|V?4)IERfP*9A%bLDn>y}EyR(4zK3mh_N4$fEFvH;d~PE(>A(Oz
zYgGvcDh_PFr?5>+>A=b25*KN-<ks4_-QKh<?y1MM(xf(tdz2baeY2SFHBu%ep$uG7
zKlg=wp!CHn*97+rC)5nWMMbS}@H#0N8hVv;kL_<5Qk<9oKRk`uaQ|Jdg?JHhp2Hk%
zx0_a5?u7>MX_mYX&nzVCBRVr<zMr)gyr#`w1+6&cH9;#?_9f`GU#KGMG7gZ~_>cEC
zF7Bh2^!|U@wUFCl!@FS5P#z_BN>7RMw7rR1I7TN3v^-y2@GH#AUsG!^YANaF5xNMS
z${STv0~>vOxc?jzX~Ua&e{9ncMFT4xWC%2|!3Z0X!AvlGCc19+P$Y1)AR16ILDjy*
zwijkDlCP+8bUr%r|J$(GiEms_o-0Rw(jDspgJJO2sX@@}wuF6)Pr2UEgBxp&KL6&5
z1nT@*1Ip~aGttFBrk~(q(?3Qe)-8tOc?8HKuE=332|0h({V?S3T@&PKzFCsogW2of
zjtRF>=S$jm68Yj7Z*V+B(gAa}i6EKsS8^Pu-<NUcGxCN*gDAfbK%N+wD8g_0ru3Uu
zRYiv5>oLFS1UnL)y4NAM$nUgTxMLMbspaNs@5QU6nw5Hoju6lnF-CEQxBw4z_uWq@
z0EMeFkf2^hB^K11Mub|~#&FaYz!ZYQ41^jolH&)wjGB@wF>W-ZFS%0pmc(U*U`31K
zAtYdMKluz4q(g|kaJUpl9<7MWaW6JS)(=)-;J4vWPMA-=e)i0)xK!`(JHTUggQgA;
z-LuZ!YRL`Py=jo{`2^A9qKD{n57N^3>`Z*ofU@2BOrqg|1d*U&LELJRR!djxbqe%@
ziOlb1iOl<>J@jBJBt;!@PFyC*Y1=ChoHmY07T3k8#6~fI_<FM#?v1meiwx)j%o18y
zEWig7E#R=mN(YBZHB2PQWF_uGkVhRw;E1q-d7zv7Wg@Z&D@=$|2`>CbE*H!Nw!TLl
z{W|j|n~gbfgs-Bi5l0vs{-~n}xkMP@55UM@Ww79&+(w#BPA<xhz%EU=HMbN&W!kd%
z0_v`$Y^1RE72=#=Z9&RV&$Sl+n+j#-@Fdww)9uXLWB!=wI1+pR5>-w1azDe|9y2Ks
zOx|Y^WAGdMXplA&{Ys`VXfVq`@aVxN7G{3<9hh`thqSl}fn<=7!suT3(a66PGF+6n
z&P=lby%&p5IJypJJvVtL>&zjs(QbNry6RaJFTw6zY<`%YrsZ2|x8gOHygsdBl;YOk
zJyh$MIJPggkt@kdA~Y|Jc_#z+IcuqwqSGe^!!R0J{+g7UeIt`nX#<bOS8rec>FT#)
z%3vtaceO`9r35zLp(jT=+o5+Sp<9tL+<DT&zWHVqhoK-af+HLiqM{VGE&$hTqiBZd
z*tvJNqH*cp-=ONUfBzQ%YeTpbYT;v(dBdyLmTPv^NI4C!T)<%na3rH5*3sgP#iP;U
zhhC1zDHU5M$Zc+4)>lOVX7$|)g|r#KjC&H_!*Q&40g;|d1HXgKoM7u|l*x;3gxdlf
zgW%V(>43HvUMBLLLA^Uv-%P&0%xz<gQc=3$wup2BqHs&}*bT>-mOLa7%z~xd?hnuv
zaVqBTdy%ioS6&~+#lIr1aq4>dt7SLEB^NQ-fx}PEzxLaFyWFlgymzx~T`0F}Hdckb
zWt^H$o*ym?u9Ed7@smO8xWBwB34?T&x3M*jK+_`240}u=m&PztUdjE5!paSSKGv_Y
zVhdElRD(FA6N`&P842H}Q$`*nL-k{c>e-$_8dUFjbx5uxJ$#iqfM6x*W*D~YY3SV>
zHbyc@BsbTF+}$uQ+92+X<VTsW+&Bm9kM2G!Jl3gI&f}WQHibtbU=nW+#ujp&&4$(h
ztZXKR6Ta7JS8(>zEGhHGaEFW%M(-EGZSoCY!MqSoMrRxO-EcSVFYW}i%X}Gk4$$gO
zH=KBot}F1hvD~>3POaEYyIsbeGhIAj&yo#n8ZA6*72TB3_IW%OqQ_3Vj;HN`S1B!(
zE9dE}-{l<maL=;m1$2n7@#W0MaJ!EaL7JUL=@QoU8eP2EK|2jwB_cdRras!+FWw-s
z&TmQ--!Jj)rhpgSMHT8eZi`=RYugmcDb?)@cD;LMQ&@1yb@ezN?nVqhC;^qA<I6(h
z;ds?v>a3u>9T&^(COj#WK=MfgZ>C^AD>h-&{cyO0cMX>8CJqEfsctyc36|$>p7U$?
z`|9||5_X1p?UGnyY=g)IY9;7~JH1YTTYHRF#<`VlcunF<q6zoQQ1ozzXjj7^YhNAz
zkf<E)A{;Od_zp-^2Tt8^dmRVlbjm9>C|<?$CcD`U_u@D#oR?Xu+OWh`bW>x(PE@?+
zGSCD?YSj|rEVu@x>r8|@%ALR~=~v;V8YF6awbN*ol+=N+{DN;CYvMdEG_#Z6@Zd!3
z*RNW>-Klz|OAV5zUG^m`g4p6__oyaINhK&z7+uKc&Qi7J)A$BNA}F_%l$M0sfDAdv
zIK#(lqS5V9vC?u4m$-D#b;Eu17doLk=TQc{q1LKk`PO#%qI!gg?k1Ij<TO_xh`d9x
zd-tw`;f|KwDyduQ37Kv5hHio`k!FN%aDt%a&mTF0*M3o)Azk#^D@VHFl~j@eK*>^o
z1SgEvV8<lh&%Nd7jiBd__HrfBJiXD)Un`rZ-GwBw=k0b8W8yOR0i8eM1dTd6n}Qzz
zEvjOEd1f-a1~S<wDfLtcAmfrG<Z`&nUu_2EOC_ha;?(gE@;g??T_tb^{06LB>9G#<
z+6STb^0Rm>;iM7xd`#MFDoz>jU`Q7F1}ZZNQTsf$OI?O&c$iKFpueyKmmxh~1zRg2
z1JW?;AyeUZmg42M*^MQ;TB<c5!ae~jp8a4IeN#pp-d$O#d*$;byMdE6kW^Bo03pM>
zo0=qE<Cu(PVazUvo9*U>F4DWhNnuB9vVOa0c1VZBVHpM+USXFYF}nc`WGa9yMH`qj
z`Q0bG?vLQcTlZT0@WVZ^0<<JaCBhwnw}Mj+NCJHi4jEVRslR1aW`eY<%Eh<POY!%N
z`)TOE`#k+PjFHN{mVW#RemG0+LEKH^JmY?Ymd{^se+he|-OtmH=kUV)2>tl)^y6#v
z;{t^uzT_Syx8b|)r>H#|`8wegb;eo8fK+t1z+EkHHw)a$0(Y{&eJpVM3*7bsx4Xd2
zE^w<09p_Ed4ngc}V{n}#fVD^<KO^ppe}Rv*5U`%YWlaKBN|zR}a*oKCL=wbzc|y;y
zvQO!pb?$RM;B=gybw2L=it{<=o6hg>6v5rd=xjITnyI-RD{yQCNSDMLGGDTsV66E@
zlmok=2bjv&m8x*jD-thN>8V(YQ?ggCv?tcSa1mfvu1vNSec2EeU|cI+2V*rxk*(Oq
zpbpXsx15aLKS#p%HPHFYg#S$UK8RVX+=l6a(D|$!Kw*!vwXxS*)oT{^tzxYMCeB+S
QIY-0;!$D*@g~wF<e?6-7bN~PV

diff --git a/docs/.doctrees/main/register_action.doctree b/docs/.doctrees/main/register_action.doctree
index 2cb42fb38fdec91c6075a43db45ba37f1af0f11a..d7e109e5b578722e1f857843bfe86239e7e99da6 100644
GIT binary patch
delta 2484
zcmb7GTWlLu5Y1g@<F%96SvwEE)^;2_aq7gRRg2Qlga%XzROC|8hrmkeq;-0|IL@On
zX+Wrf0F~O6_!yUnmlS?VL8Zc2l_CLxFQk0&5K6^I8z`s}La6Y8ir}N%S=*b~P6Pa0
z`QAG-cg~zM<6Vt?@-#osU&!vt^2@yb(Z2Ec4DEx1CJ(If5BRE-y2*IzL?U(a*y-u`
zSOzkkFJzw21Szis)=dK$svpWwgQ8C+X5!N$$qjaNM!joRJn%U$S%RIJmotSBw1ztA
zX?Wb>fG$^%e}?U*VX#_)Iai3I3-F%nAd%3^mPykPoum@&qVD|-%x*kAN}Clw%nL5~
zn>WDCnoGigd_pns3QoAeOYoK;!Zp3wei<_e(kU(Vwhfk!SU&mL;w{Y;5|%JfWx`i6
zVO@~E2>SwFHR&uSZL4ARIWciOLtj-4>d*0!L@Gl+V=zJjy%3?VMd%{91-G~njL5)T
zfoFvjxdJh92ao&rVXDOodkvEQi9(IPGI-#OVZioNIg%m?%)nlb;}@;)UmG?l{I3-_
ze%=bl9mHWQ;!q@DK}&hDu+(p<yo6O=-ZWU@oUxzWQi0*^O%2#%1z^9`N=#=Sc&^r=
z-(PWNfa|rQzQ7hRTUQxI*-xsfG`fDTb#lQ@h?=`M(j)sow0a!M=KRP#1m1OZuLE-e
z3)560I4gC^ZuSsN)x|m44MXBC9?u*Y81@*N;Sa$9(RvVKn2u8(hV2dAyqW!qLeS*0
zoE<zqlbA?($0nw|1(4WaQ>L>d2|t(}`XY_&v;yMnI>gOeNS<TQNhOfeTS8tagRJ(L
zr3A8#<(`DM%@13W_`Hkis1%{@2%~ovOpXEa214A)T2@8_m31y`T<>iKcZJ(B_qDbj
z@&US=O58i(9a9k6#rs)JhQ!?@np+g-2>F6R*+-&q)cU1mwKA99#xAm^mK%eu!eV1T
zSydVGv3)dWZfYUqPZnd4_u~PKH{TYTIF%+VH2Aw8M4B4#Kn1Bzm=MDgF3tnxy8|;c
zUL-Cy9Y2{k#fIFm5tY*z?6n^OpH1OfIrz|KKirZhxWcYnxn1}qPR(XTEQ?t_Bjqql
zR3lhGpxc=D7TqfM!bMkjht{p;vKLCY?q=~?Sv({Wmh4Z$qCIZGgEHP2?eLN}T!Zg3
zu=9@KW>(1VC>FM8=XSnQs15w+x7KQNR-OeC@WSCXcTu`3vh=?oTR>!94Ow*}$!6}x
ziK@bZy8#Jb9Ts=i;6VeI8<%d7>ZN>i7xY+t{C2#6Y)2zp^js4@MZ`||W6ZrDMX{`v
zKo!NFQc)bD@j@?GPz^)Ay%1_$;#U5jB)-K5|Dz;UD<ttv9@@SBh~)3Fa3QU5TS{Vp
z!C!$xzSk`)S`oDNzw0|f?qHSbPzh+DDks}!hf8gN%{-VUIHL|ke^;r?Ie#w<JB@JO
z-&d#=N~CUGA|4&wc6zv0^mUcUMAGFOz<!Uh9@61h-%2NWj7%qF1*G=fWI1=V-Abw-
z$p_9W<RO$nF5B@JN6zOiZ@aEL6KB`*C@%F3xNOAbDlQ-4GK3dTu_dh-QX}kBYHl)q
w3cr_R^oyuI5!F7T+D6i}6>l*ht;<J?vLTm`hEqw6rb;ob)Q?T%g!>}o9~3MdRsaA1

delta 1577
zcmbtUL2MgE6wQpiYj0S4?QYT}_O5rGG_l><C`E0hpazH#P!zKWfw)<0TAYrT#7^D#
z5F}`;C=v%F0e>Sv2tmc6ASh`t5}>qE5Iq1AL>vl-v_K>fDgqU*2nl9p?chYYarxf;
z|NZyozxnISPkn0(XNAS_;bq}t0pDlCJ)(hZ$b~fcM=*M&dSI$FTdYn@x!`8bxzD(1
zBGi){7PMUwD7a)VTvAPC!EIKFNaCdWk{SbBh@ctxH1HiBw;>|wP2O^66mA9;6<Bwg
zoZ6x_II6QnTaQCjibve-%&#<=g&8Wd2>H%3S_C_EhY+RjFT$8#gEu34;rXD9Z5vi)
zo&DrO!|-b`-1W&$$)tyo?3O58mUqsw+OD_)zsps$LKTmokJ{93^Btp9mz20Cr$JX(
z_dT#ZbtDpoGhxMNc<DCL_m#vB1AlH8-Gm>NA|{)BPL<AiqpAFv6h$2!B<?5({xq_J
zLLX&#J*tJ~$4<<aDrIxBQZ@N)!OiG%SV!=#*@t(zKlm-2Wf#V5b#&NN?`?wN?ykdl
z#H06W7rOLT?Q<iA^X;{f?vqG|^W7szZftbVAykBO5d;3n_6u=-w%2;ragCn>7J3Kp
zv;Q^MV54^w)oAl!p`T$JkM{K-^zs(LK2ES4yCr?-4gCRc7TM5C2sYyJ*tLgeNs$h0
zSBoc0r|I54F~M!1hF?fL4vtpGYg~L(-38NJ=en|^d;11DUwE?23`#bdxZ338PF>$t
zTrkqDBD3liFUnqLM@Q{A{dT6zJK^t4Crq11BWr9fjrfRek%Uz{4!WqpRa2F>z7a>n
z@brEI1>u{t4qu6Bk&*c^j43HF0t47l;cW7Ds04=M{?b(Cgj*vA9E>TiPO>C1p7Tz<
zp48A9vsz?{CDcgue~<7X#*^T;b&#cDIhKRDeXIUQC;?c;LB3#lI5nvCTziZZcQG2?
z9^6C)7~3B^`adk5q~qoIDi&Zp^{Ph*^XZ2GClhQ<xrYUMD(+!6(+2~Y!6uA4jp}U#
zS2FY64BGCj<6{%8m|B~)=RIrRV%CajXAeWXAer3ZH@L&9W6)$>sum}otV~ao%C2*f
z*`0L;Y2I>%cuX<OuIArGO)bFJN!`!R!@p*h$~UeYP!ayJ<^B-LH+ph^VH9fY8NT5=
z^9uz#Ke6y0T@dFT79M1;_p|T=3)g9=)ur;pba8fWrg)nDQ9G>9;yo6}TO4cENRm|<
bA(1^cnNf1KCHBPFoIIxtO;#G^Ll*iM%bV;7

diff --git a/docs/.doctrees/main/selections.doctree b/docs/.doctrees/main/selections.doctree
index 2646d749c2d5716c0d49c4507dfb80a15ec1feb7..f6fff698f4f27db55618e759de332cdbe1bae787 100644
GIT binary patch
delta 723
zcmZXSPiPZC7{xogvx!+_6RHhs5|gZzY=Xvw5|cKSU=lAHP3cWR#bnubn9?R{MEnz~
zhoFZXO1{;DU@3UgTUZKGDA@KUh<NcLf>7|HpxzWj+}Wg-(96KQ`MvMWW9Cg0y?BU(
z`@-X;LPy~7pj;@|RT3(Y^8Ac;19Es6{&M1Od2&!z85vW%r11<d$h)y&$cD@4Ff50k
zA`vE(q%AY2)ky|wifpu%bzTznrv5;0=n*2c_J*nzs;Tu*by_rLkG?|i-7DIa9gANl
z_RBi?674zYJAPomk~}RLt|`I&k?77mVk18Ko`+g0idiaLkv!a69y;y-Ecv7ZA5C-1
zeqEcc->zwTtIMoQF%)E@pcC~Po3RSwelbfD_PGP-65NT8^s0w?)!}9Q7B_?;A^G74
zc0w`Xbi1&5FF)bQA##iaimEY_xQ84vQ++hJ&AQ?0@jW)plw26Xql=Ds7l`!(!~%@p
zqeDEG$MD&E5W=YubRN#8j-W}XrcQH3yxj_2gm0+}0yRB(IFt4>$CN8+30YW9D`*0~
zj`?6KeGWAsF*fCBbVC>VLWMbVz}^3R5$TW~KjF~3?2~?W-elW7_QQC=#=^};!AudU
z#%yMhLtDn5lb?8H&9u{1He-XV(Npa4D%8pLO}c6B=xesDv~!*aLrY|%WKksxDp|}U
cy26fb650GTbQQ8WnRDUi<s3pkp^_*604_7#egFUf

delta 652
zcmZXRO=uHQ6ou!`PdZv-szM@;NoGjtWVERXO>L4|O*3G@l$7p-BBY76uT$G@s&16V
zVz5FMfjiv`*;HJG!KEm1R}t(^kkXZIbuC1FZ>Ffh&AV{UckVkg@5NKttAkXNcHR`)
zk|6q3b77-ORFf>MEiGbVC~~sVE1BY~U#&7IQFS5bxwxtQm%A@Ufa5S1pGRK50xDk9
z(|oy%?MqQM4n|VWd%Y=yRJ(3JwjbGXA~pKe^@_Dv-B8!>;4dTSY+q~v=Fc1#VqUPn
zT((KyEt>=zQMPE{Z<hFoVtv55Ap=#P2w$9?ku`v?*uD_OtKl@v<IQC3sJH6%#%IX~
zz#*i@2D$>rk@G|#VKPi2#fo!1^$_HMNL9u1Q^ehhwSerqO_i>I(r8l-d%n`+FS)++
zY4o(fCq>*3DcCoz!2}xPgD^?aFwUMmh946mMvZfPR>bd#%lx#6-(q<@kqP;h=>i&@
z8B|#Ql$Ms5GK`xU9Sq#dD%i=)zzPPkbMlJUVD;Yy(p`!#|G|r}g~8mIyyc-!deBvh
z){f9uIn%wHe%#Mo5h~7&i6#&G&gaPkL4Qfp)-GGoA+N1G`&||52OD+k9UazNcC_$t
pDi~*MiF8UXR&uG53vF91X5AwieQs+P!v&4+3axwr;1H)w@*9>M!~6gM

diff --git a/docs/.doctrees/main/sort_filter.doctree b/docs/.doctrees/main/sort_filter.doctree
index 591096aee743035c0ebc2d3febf08b7d1620e479..d7107e9b3dc207f3ca4f78c0fa7b4c68ba555063 100644
GIT binary patch
literal 50014
zcmdUY3zQsJd8VY%Xf&<2Y)i&%o3dnEBhbu9va#_be#o+n6)gisGV2^m+f&_LGgYO2
zxvE;4j_kxhFeqEF@v7n2aU6V>vv87Kf*lhDmH-YIvNm2|54*gxuwpT5AO;q*j#+lu
z@4vU|*6l|<)h!YoduF=&-do@Qy#KxR|F`ZNeb2$qEMfoLb#_BHYKv29xm>H4HM{Mu
zEZ0lTs#bH_r`p@!(!RGn;f`DCal78MN?O}pf)*v+sFW?O);`j9*HUxGsMu3p|1n!D
zIYzxEy6dC*3VrNIdqN*~M;*hdXwp~irh|3MnZDJiIGUv#Qi~N$xkYu<HuXS<<%hII
zLK52U?QMn;H#yH;(NKZPY3m!@@q!>jA8}WB=x5#K6{DuLXPZUU&8d!K8O5dps)@=G
zqihpJW2K5}+qj6oM{8=8|FyE*Yy=;QYU!w@%~PAEJLaeh^i^A5r|0$6`o;Q)eu+D~
zcjoXNwr1IfD@IdS58tBMN1b}(@Sd7lY1xK-xY2U-daY0*wjXxXVzW|j+J`OMIb2nZ
z+F=`fDa<pzOyOc%zx2RJvj~=qgGzP5QX9I=$0v!8Mr}b+Yh{IZqfdsds7k3`t=4PG
zakZs5b)~A-)CG;TGir7N(o%4D@VyMaPbr6V&DNB9L$g#8qn!g!F+!z6Vm+o+T1rX9
zhqAJzVbvE~Ta=<!Qk&>ftUJ0=pI01Rt13nf@~moQL$zACV}q_Lb<0>VKt8(@pyX=W
zakMNOCC#4V65r%Lb<PPnbKf5`QqJ7>$iRpR)N&VeVw&s3tbQqJp8iUxn|>Medn^9G
z0{?Hr|J$KT`m6Ox{Sti#WIgJu5|jBTG{-2(^3Lt8gT*z+&gB^ACiL~(TJ=$PrT?AJ
z)8ImYYaec~H#sg+?HfI8s~DzL(AbLR6e<R^)Atp!v5(U?1;f#*JzwinK3MJ>NUdQ{
z8q60?rh71blRM5m1XQ{$NRTfA-CTcS$gX#_)oxz9qqv_@ZoA{cSQ!8R1xC6nUPyWU
z&bUTz#z+Ujsej%@YB%YHuJ1RwW1a~}q>4)z^ljmU?v5aIj64c4kkpLGyf2P|Ni@1Q
zu2FU}H}5MOj<Q#)RBWZ(w8&k(kz9&Ic4!kI`#?Awu8Ls8W;i8hvP5^C<aeE9)-Txd
z{y2(>Esw@E^4Ow98vE@S=|-81pgCq)&%ik?6Ve5Dv{Hu?ZfoQ`r0c5eNUryd7589s
z5>#<jr>aRlLtkJMZhu3=mwEjwGR|-x=G&ESlA4j%_%iRvyxMx^IX2tPqK!xZaRVm6
zGVHKsbcGD=ZBtXqJ=`?!QH&~PteF{QYHAw)`E%uT;cjQTV1Q5dG;cX&A6v*N%FJ=2
z?C3Mf?wwkddq)aA*dUT`aew11hUK0$%#phzYQ<^0D>y2I5e!h<T~3JF?g*5<?Oqm3
zO54qqFr6Eim|2YCE`3#7|35Y{_6K0>bDo4Z_SMCgI<(<`_-%cGL~4V3J|Y({icsd8
zH5Sm>{%q3!OW~Hy+|ngW^t`!}ez906$-D<mF-JuYrYxI)Q8-KY{@<=Q5qi`VTXPW8
z_^1$As18LK6zI&b&~0XpBFI}Ugk*CR@TkhJ$y*Sf)GHdgtCod0NTudnJUM?TihU3-
zv5=`+w;jcHEY(=ho%y<TT(!y+K=CkT0yEOq1b8G*mZ&*+uu1TMb4_33u5M^hg4#l1
z5mT0|z#Dt%<uV#~$10e2E%=CFE;YB(&=gj~$_0l4h?t4<=C-cecN+SHyPRQgmo-{&
zJdM^QV>ow2lJhaIpkeanW%$)sIlX|#T>**^sJGqq6!T8g4CTeVn3&mjbiHlv#z5{E
zE;y|Q79pejw(cri(H0vOqhvVkldJ&*Rl}d-jn+)HUT$KsF-t%>r|>t8>ZsO&2K$t_
z0Gl#jNuYW3b)hE-Xy7LI_Q5NWFqUBq-bagqd8IoJB4^^qoJ6&6gUnH{@wBK=#DsHH
z(k1t=;k7;cDUkh4l;^k4!1XGMr8!Njrj+OJ+EP)AT4l=-<@)QDEqk`)a%`C~#b(<n
zZhI5_7aL-GF1Hm+1Vy{MX&h54h;1va9SW^1%37(8)kxjS-PAioE<F<8k^R#qLg)}P
z+&kh-ZG5p>nXwxxE#g-;EG+V@V`NHjZn$*PU0G3U3r)<kn78=S6pMQu?yo{FumF>x
zWir{x!N5-Pof;E(YmK>5ZBeZ@u(E_p)v%<lIR=)FElI*;SvHw3EnNG#?_x`tn}aU(
zs?(9Vxxg7;o#l3c>vOa92k|EHLYm}E1sD7%%MEkT=9N+_vq@vb_~qkW_v!M><}Q4n
z)GOO)o5(AhH_)iEAASp6Na2UgThL+F+{b?2%0>%jo-Uue&0{C?xyuzuUJ?-h+>hZh
zE8UC2mBlyuP5regxEC|02Z2?VYbU?E7VZ9YN6Ns^FP#d8bMc`M?qnXBcp`b^z`oY)
zXB#cv&W#~rv!3h1OPEg(NqO_}G?a;{VS6VK+R39mBWX$y3;7k!f>m!edcLClzcFki
z(Uw!sm!ZofTHaK6_<UeFY0T4{jL$J%o6q2vZ*Crf(4brzX=Gp{jrEK~YYpsnspVcG
z$K4UDe!S;8+Zly-v|2r1ah_E>_GA4$mQbFVC2++o6NkXCf52}@@8|R}dh^Nr8E^U%
z*3^6vzq)uEDB#jPzCq!yK*`oFV>eq(za+O9X+A>9b^zu$dJYigD2qXSsNSal?iC#F
z*358~v~VNs-h6=z;D<~AkxVn6=S{gCFr6#b%e@LTVg9&Bj1w`U-Rbjd=}t+sZ{)n1
z&BUuIi1t8oUfsr;#=zVyVD6S+E^wGyW|+l+!Zevh@Y%herQDMlXDcnvM5?!sjhaDe
zb_r?hlBDqnk(W0g&P3%jdOnz(%J*>S(QfN10rM&e=0`ZpzsL;p!vltSvw(TC1oQJ8
z=F^#Bel9J{Vd{*@Ow}`uJ|_HpCNg(IX`V|?=66}s7*BJJkj6EVG?tDq-TqZ(n7<q-
zOp|Gc$Id=lvx(rQo|B24=b>l9IhnI_s9M8p)g!Zy4ZkK6nRrTP?oLkTG;128HCGF*
zxmwbi*AqTWhM8gBHc*&x^HVW1&O%z8DYPcK>0YwPyvakO@TTr^T8*^vSRGOFQ#_pd
zn*@>9r+8C;UB<Tz@nBcltiBctfSQ7*Ta|kKsI63tqu5TzGxYj#w$m|B$qs6xQEAaf
zdNj`W!Nf!G%>9GV_76#LdGp<w<aafC`t&u6=94`kr1{yNOA}caWAd`@eN1VxjwCPZ
z&Tb@mS?7)PgC2?#MoH$&Jw4Mc-9DGxl0L)v7Zn4=S^PIMY0S0In6C{KC!TWB{;}^w
zd)970Bb<5jr<vitkQQ#ZD<Kc!t=*nXFsiq9^AzhAxU0@}cKSt|$yR6Htk`GOcF}S$
zEA`}m9r(K$Jrhp;=d-4fvtnG#w=*-&$-&}`S+?Dp8Ry=#I1_2z1~zI!hZIayW=t@p
zWg>G1YEw*3W`Sdm^jR!w^3=OeG<6~~&c(svj8U5hGUI%ATAV4=Cc3E?O>t)x-n3sd
z^~VW(VOTU3+{ry34*@56gf!_ttha*{ANGB3wn9h#L(b28@E-6|Zb5i9jJx@u!5&=k
zn^KTw)RfoVvEQGJLcb5<uV+ZqdGkM}k~n2Sd{*>eSr9kKf#sbm5K8Q?DM+N$k;H^2
zXGf8niA2Cf2V2C=9ZE|iNl?C~GDBBq=5A$aq%0YNQ^aCUwu4X4SttNSDBP^prgFTg
zg0xr%c{M=_&T*qsL3Sk4MoW6#Li#7NE_gqyhG3TGeR`uHMT2FGcv)RJYUkZdBVKY0
zT6s$Gb10e(%5kBmzm`_5A478y6B9s2s2?hGXu-3;SEt}dunu!mb%R*GBE;e)W{kTl
zj2cTP4stBqwVfRI^<@QTYjAt^km<j74cWQj>n<nZLCrfeM9ptgFOG*jY`TgbqNWsU
z0L0DIy&pe*C}Nlw*wf6==P)ceN`J}Eiqc<Bo)D$~^4_-o|IDSMOO|+PP&{8_qXdXC
z<zFlR_!L(72KOH$I*Eh&C0xY=7aWx}aua&`J`21TYT#au6h0}%Zr)g!=3d56Yj4yR
zy!5<qU16zm7xeAh_O#&@fi?t4JU_p$Sq!LfH`~mudvggK%A`@7Txc57T;etH49fHT
zyvep8OS^kIAtxO%om_MWvRLkJYF2B~c3Mb?K++O2Fl;K5@SglfH4%zqPJmRf`%3zi
zIGU$PWvl4HCY9F#Z}2Sd_4{kKg9n!6#e>YcU@}oFHqta$+FgGl<a9c*hcVz$114O<
znQ*lrDM@~zpX0P&Vg`0L4oORMcS~<}(F9Loq7<fWd$w)a?u#o)Q-PQ{`<nqbY8@3k
zv^6z=I%&@1r%1&yb$seczd6uBj3m*w9@I2tjwaDPZ`_YL)yu3W0XL9Qs@hW;QmmBU
z)E%c`&rDBy7aJ{1!|GJsT9`&wo;@u(POA;WZ$v$(bf;RmVXlxv_7Kvu92EsXehgr@
zYL2=X%+JdSi!|Zz&p`gBE&=Ky6W%SI1MI#iS*#JoCJB3dThMh^7hRpxx;&k`%URu!
z8$T?|lw`i}`m>UmpXJV&4<~>i#><A3f|#4mRxvnheW%XIn}h~U3VoWa&rfoln<RCT
z{4Zk#+J-7E+Io&y@WiZ=ZD9+hhTm>Z+@;(;u+-Btkh;muN2#l@*63z^^fs7aqNd3=
zpr`MJJG^hzOXUgX1eWHESeq45VWMy-+@^$OK7Dyn_T+IxBx&ym0(Bl9v+yT}_C`gu
zka9<nd%28|n~8?<m-h|iwvufOXh5*(WS0R2F@-+#(DF}k@1D@o2gI~U@fJtnEDlsD
zzHJ|Jlj+l&I`k>%<6cCoWoe$C3=~VUGintUk_ZcfP3hgC4uuX8q0Ys(OJNRQm3Tpv
zw0w?kB-m$uloTOvp6=3zaED5ODcpHN^kCu6n>!4y?5{dmT!TtS6a^?)bXpY@2B2cG
zQpYoyK1(W^8<lyhUS&Q?6sLFwXVmyQ7i9)T)spONAa|4PY%l|YOHT<dc}rRmyAR*a
zzK(nM*qINA+1X~_&bm1(^urBp(ucUfLZZC%os#l&D9z#_1XHxySEzmr5A!U4%^jGR
zVmBKNlrX?mH=X(<%5IVTOodI##LUrRd1mgATAbU?DsNF}f_!%PW#j|eFp!+r;>`UI
z%<WKk>ofPCn%f>I(hX;aK+>SI9SJ;ou1j^y?_gKL-vDrP0l9vZH3HfL2rMH0an~4~
zX6=rEWpG&icR%R<OiL~d<7aR)H@r<!N=Ph%5_|{-XOxVrh+2=CzW~@+LYD22gJk-Y
z9NZ}x+^H^bn+5?6dKj49GSbRk9Y|(jccG{6o;w!j7t3>&m^pe^=yJQ1%XG{G63B)q
z3YLq2dnP}xpr1`7RKFNL`RRY)E#^hFuHYHI%A0#4B_V6N{$2fD{#<s0=*1uuA|bdJ
z&{l(2=_`ulM0$A0w*sblkZzVYZx{DWvbLrfcUJUZD2pA=^F!E9r$98AR^jsc?l1V;
z`^>?5WK1d8;dQ7qucX@A4mSJx?Q*tWZ&u3eh=INZB%=P01=9<ZcR>Y!I~22t3O|;Z
zfh}89i_TGn3!Jx9RkCo7U`wWT&Ta{j6@<vRkh9dTm^21|E+<vf34LPTvC?&)PCq}9
zs&+-kSW&wuqN1?3cI6nl4y$&h?6H$gNtctF^P<ymrITcytbMG&)^+JIo3A=6jsBG+
zEl=Giwg*U<v>r$-tufSplIet&f4(cbupaId79NG*KH>GAy>&)o9(}B0O{(ndkd$1f
zWBwU-*!nP8nlK`c>!4wM7udb6_!w0v^3v9@O3B47N2Y{8ItwMK<Ams)x=50GvJy!#
zMBh@)4gh|n^G^?Wr{npn82!t#<%**aBtc7Cu054ko?Gm>E-;!;ld0v+zolP^ck}&?
zY`X)<kW=*J#JaCBt_~taZ{Q>S`cm|M6{BjjJLy$d{gU%9D&56hy6D>={t6Uk(->2j
z^XXS=g*gU=*?^u=(`Q<kEdf(HwZ)v|FkhV+=0sYUkxtsr%zHV3jJ(V|PczR&X5OJp
zTv~)MZ%@vpS=RKdGV{#LI2Q(r(_N;D`ZW48u#UG9!n}E3W}x?`1)50h4zN+vr{=NJ
zDKF)%Pf69InaFH`L60OS^N%?8C|?zqLU=ke&L;+n6M7>`)acJZZ@xeX^X9Xefj*rU
z=uq`0rmE^knaKPdFzET@WIo55M*Eu>{a&^*%OpoQe>G5?&>K-`N`D4=a}goTn-^vV
zdI5SSoQ*j{hpIO*slczzMCJ)F=rzg7+|8Os>rG6i`)p>M2L_50dLwF0>CZrK<_Tfm
zEN2F)rUjZpZ=#!exxhR;3UAsk7x=#>h`zjBV1FUqud?dZNNS0ztfHkZHW>M%6Fllp
z)hCeCDK4i6GRf(8Az`16p;u7J%d>yOlw%Ofvw@HF>sy{Zo!nwR$N3i-^00N77n=21
zpZ&K?8uJ!t%r^&%lP$zNoP8E(FJ{L1)3i9leFZH!z0#@ABpB6Opn1AEkOf-I#CP#{
zmO$ifkmf7UGvWNci8Vc|iEnpioYMov89wp-79q@=w`B&pFD=kSYIhzRHT?oDCeYS1
zk@@>zkd~axBF7%-tzrW0-_4Bk#6WR|2ior?gn6@_8R!FPfeuw~VglHYWFqtJV9?{q
z$^3KHG}_<9==U?3asKT<aYAoGHiXU)!o2yN%s~GxEzqIrO^h8c$z_?R?gxYZZ*nq!
z!J0<vP0W0{DKpOV&@<tDngA#CCS*fsiV)__9hre{PYX1K-b6R`7HB*?3UAtPf%d)x
z(N}^6TJ0cTeTn1~rCitS+BO{8T)_d#wxX+4-&d!UWV>mZ{IwE06k|$5xsbzhpS?3=
z>osI9BkLKbg`@bSKF<;?`Kvs7UK`Qqf7>(nJv6Kv2Mfi!xW4>$CVe>xO_LUihwv0y
z<k6Kn&by^$ZP=sSt^T>YRP%wCMJT&=DwJB-eI#$kbKbjVcI`w>6JH>llY0rCu~dVF
z7&FQ8eAew?XJ7&D1(X);?F{s-BBlm?GN-!p!OX6FEXs5WPYH9^lU`B{E4_w=N^E_8
z_kJOmWBxu@sJEt4D9Xb6J<)?@VYNH5u>KTjRP0=HN~5w_`qj2FPl19t5^Dg`tJ4ke
z!ZMK`ZI}2N<W!=I_tgZS%9=Hmqs&w<`-Fy>Qz%`dj-mxtIOZqCvJ@_2GEd_IPa1g9
z4rPbW%@td7bI8nEU~e7@a$XC)kYUk-10C$jxkq|$H9+oAzT_VY;q=S5S}ik>DM@GU
z&coE3n<`#sgq)D>#GOaFh7V7(icQ>k2t!3pv=LcWA4FFv%PM{1&T=BIJ8S2?9{X5+
z)y}l)B}qAb-+qF-Qg+fSxc2&Xy{sthv@kdK$w<M-X`i$gas^LAB4uIJ<|MNa9>SHc
z_CXl<y{Ke&;;Qd4x|5b1xfYV?Td{Thmc=dG6=iFOJAeZq_l6uNwOMgG&Ulx)?Fjl@
ze=FRA#>VOPBt8#+JvSHJWm5ZUj16R&oF3|6xRgA!?e*ZDfr<f|A;cs^Z=#Sqs9(K>
z9qq*J1x@Djq=k9&`)QO>oXq<t9l$%QW?$J)Q|^MQ>`=C}wj2>9v$5?2R>uFI4}t%W
zc90PmiMyUub+Xu+R6Q9;l~U}xju|{IB%o<GA|zOK5I5^OP^9CUV1&7G6%*Qe`jt50
zhXR2$q6Z5E{w)xFPlT1fMeo)jij%xqhuRgmh(q75BkG3S8>NE(koVg}4#+)#Upd<C
zyuA17@F~JSKf>*JtIidP?&=>MunTPR-=||<N<8D|Nqn&1>}O7*L5J-9x9WUQ;y5@R
zRMzkJYqf}Il+e?mEGXvWc0OTmC$$oXn|LA-^<*s3-RZ6;+mU8SY357U4+LE&RH(Z;
z%)FewqF5waP>f-|n9ON(@=p3lC!|?)>?jo@cKhhq94Xa-buvv@l3Xg**+d#E-MJTk
z)**DsnXDpV_tvej%VhTbPLt?fRls0_5%p6+rHXiqTZbZ2k)~Xy5?v&sf5;0YLtn2Z
z_=cu=v)ZKzosp#+z@TpBF$6KJ2GbP1m<#$)hhbdfYcZ>)V{c<qj^nkW{Nx|L2*LD6
zoYczR+r6auFKc%}mw6AN%bUL=Kqe`4@pErKjGjJu9b|1iNQ)gTaauTsiEVWFD=JoL
zg5wNv{J+QiL~R4Wf4~91GZWy)I{=@<WZ{PZ7op`dQoxMaJ<@eZuW1;ifcR-15PKtK
zeuf-)<+uYdKbDEb9|4O`Git-lgUIo+fS=%uiF|MqbD;AVGvj<VEl$Z7^%g<+k8dAK
zFsk?X))VGH9^b}1PI)O4mrg^PFD9VJljcuZ)5vXcycn^5d{R8A@ID3hy>2ygNNea<
z;!w|bNCY>Bp8diW|F{fE`8eD}LVbZ#mi8qQX3WEi$xLMa707&5ax%BErU|4Xo&zwc
z$ho2W2xs2hn;Gs+Y2gl4Dlw1rN}0&~C>S)CoXjJvX#%N;v`Z!xIrH)a;mn(@%y5sT
zg*#NK#5^#2C=;0<1B2e1oXk_KX#%N;q(&wcIj`|?!kITeoEh%FPYZXbQi(Zo_KTUw
z{10Hzv&qSPnl()z74fbCCKdUF-0u_4y!pM%aL=TLJ4~s#OJC#1&-g2tJ;&BCDo5#8
z>e=(-;LkGjOgMY~DydKeR3;P|?xh^=#hKy0A}!ou3dLk^LgCLQmiBo=%5P>O^RFS5
z>ynds4QrafRK&|%m{erAhX^OmrOOQW4Qb&HQ!4J#YlW#?E18PJskAat`3dl+o}9`G
zYnnhP0xA=V4EJAhxF<8iy+1A7;R@xoLMX45g!1n=m4BLv%1=TlA4pE+`&rWjLJ?4z
zP-M8D=5U|P4EGah;SN_Q*9oCqCkf>Yr}8_QsQeU!@^{Ip{03{9Kqvw#6N(J?We)eH
z%y3^!3pa&OqMLeYOMF`(ys4kIw2aoW-Wz+~n_!jhr7ihecKzx~Hse@S_DUXu4qNok
z_QJDVf2%a?`yd9naxI%aE~j6qV~|fnU3`4q&tj*K8QO8=S(KWVh1Z07Ph&dXqrGL1
za)q*+j;Y-h98#OQpP+?3f!hs2qC%o9Pe7mQBy+eg7Lv<i_Az1xu@UKwbPhHmwM?4y
z3|L%@5uLObRN#y`n~lg5nQ<<r#To7!h$OF$<Zyyfy^Tmum;>2}jM?&fe<m(H3u!)@
zfF5rn@)6cF!88)S<@IsGnKwU{8Sd${a1#mjk2qziHzH#;SH7N!%>M)ieI+@WU*_1O
zY>aOYhi|U@lyK(FA7_U9qqJ~`DiyX~_g0MZ!q{8KuUnU84*dccv>H95CN0VHjkBf+
zY$bdhzm0I_%_}m)-I5mWP^H3_hMrX9HJG<#+?R>WFM>fgCnxhp)--`s!k3Ik2q(^A
z&kXm@v~Y(i6}AlVq$0=r-ty!`CNjSS1}!Ehv&ot!kV^RS<P_n|n-64$`|h-GQ%EJc
zskc1g!9sY`e#?`a6S&<3%ac29(<~f)NofTowZ_gM-a)z8$e_l1li11BWy3;t5h^Ao
zC>@*fDk#%PtKiKHs--D9UKv%P*GAzgl2GspC+}=wq!SKlbg`T;pX9RtWG2~v8CoMP
zjn3Vg;fqY+vaT6&G}U;?3*JcQV9oI3Of3EiSo|YKZKC9b=Q(4d;+eR&QID?AGQ$(j
zW$2l3hUYlL4OUt+JePoaZ_VHd^IWVMCNpvAYv9tWl5=SrYns5fhp!p-5l%cN&kXmb
zv~Uv%^>R+xpw|qgOk{o?44O+$<`IrP%EoZcI^6io+?|tG@dLm+PGL7s5KJC7jG#%d
zvB`FK?u{hE9l^+<r?0o-$q=dIME0@x_I_RzCwr*UjahrVKaw$Wwj<n!AoCj_^U>sF
zKEj$t+nkW@Yx+s|;{;PkS6V|c>3$-T2=g8II_yOHk1=SG^FRmHr{mlE!sS#CRk$%r
zm@|=l2@~!&A>3~#C-YmZX+q&%+fTT^Aech9(o&2G_m`1GL<;vG;;9hAC8~cO-`*E4
zr+TQujadm@wgFsAz4QJpka;P3CX6ZatZB4xy+<>i1bZITTt_(b=CzsOUY!<h3aLal
z^;SYW1PX83Zzc3>f(R?YO6cgGc?TtD>^-qmJL<jpbiym2jCfRnH!f<<+;(30inrO?
zcrTrUr4m~s<!FtBM=A}x2B_t&o`O2m%^^1p=2SPd2_#+al62=u`-!2mXHlJ1p>-OW
zJBlrFr1w;e-rWVO)91?v^T$?<R%0|WqGI#}x}H_Vs1iqbcQxs^J&~~5ktwbaC@W5;
z5@J#7?ntLfy=o9{KXPP2Xn!rs--nq@2eJJ1Mmh(}-;YPCblCj<U9kA0F&a#3MeiZY
zUvkDoh30X~-~XH$=NHoAjMOs!k=b7)7}Z<;dcqvY@;4@T|K&_v`W~eDzZ1~oN%Lo{
zX@UtoJa>P?MmC|ZqhG1x4}!ZIJrl+s9Bv|^{)AJOdifjkAagnsna_dD9m&bu&YC8W
zO8BP4>j-Dw+?N^d&1vBdRVp#L`&uS4zYhi#lapCsO%q5ZJa_+I!kITuWQMz#7Vc1`
z67zWZ;Y?)yPcZ1g<Yc~wHI0^v*i7iVRrCbG6zk3It)jn-BqDOX`FK1PV!cUJ|9O0S
ze-`Fc4^_A^B>>-u<V#qv@jS@<YH~9F3u_uJT(-gtF9G;pgfnmcBs1K<PYZXbQi<8W
zTYny?O+5?$01R4#o(X5+9BUda6=8CH_wObMrZBng{kvC15)o-~SH@EzOpd7D8sFYG
zIZpLZg&R{!@P<gfgqhqALFPY8PUe2rG+MaK<ibk{76>O!a?K34m=^9(r4qBN`u0p@
z{s;_uYjQGwk2Q^!iZHppyQ+^6Okr}}yQ=StBqGw}9*(C%m>g04V0?Su<T%ws6)vki
z;A~kcC;59d2~S1xCCudh9%TMaaxy>3nnnwknOt~H!nX)#-uy;pxL-{Rcc@Z{+3WsA
zCNf_DgI-Eb=8LRp0;z;&{cJp+No76#N<AqP+%@Q#a8l-QQ%EJcskhh7_dCLy_S@@z
zFv0di*j~4Er_;f?FPo)<Qp!z>cD`8w0G`oq!$CaTkI*Kk-hB=X4qXX`b2qVrY50cu
zBs*hek}`*+v#wYR@3<B3C`hkG*G)#aFxkm2BT?dUaadu~Drs$f2LW8_uJx-Jyz8^>
zYX1toUcEi*uEaJyy}!e5yBo^&QqwUi_SC#puQ@n_vhA*Tvs!6tcKcM@JJ4#~tUJD-
z)ig`RE7j3|9FR5JQL7Dnz^OZQ`vS&3ijO((W7DeO(;BB<DiqbyQTo<yGoR~joUhlN
zTHVp4Zw@SV*VxFesx_;HMZEjH+QyZ&wqqHM0$%f8MOB84@$&o%j(K8N3dapcFO(`c
z<q~*tJFkPdu-ek-ees2gc1)|Z4=i(Yx>^w*N8JtDqTv)kiqo|HMx*X%St~XdFy7kZ
zs#OD{(8AKxDz1z>mRiz?qV_x8wMMPcbP8InR4=1d+Z}H@^OLWgv<>`yap#u>&9drN
zK}VHKMYF(Uf?9Ig?z(!@=^SO0jnZ~6>H4N?2(t#mb=UH70}Ouei#xyQ>g=v38f-91
z2a778sqL<*sI`Trx}bsMWqe+y)!OcP$a$+<<w99&Ksj(5gK>IAsa~50nc#>~E;KA{
z-oP6bSGa4{rc*Bjm)vCrG-^$`S#1=A)`79?0(*IH4JYtnn04$5xLdPH{K2J$tu@Q_
z!eW*5X}z{cr~ee>o=i(hPT`ng8(crv70QOK7Ar)EhjOeSti)XnVr=NY>KOGJ23_Md
zE5L9;+>y4siT=V(Yz^<Zsn;N38m$bGud>wR;v-aa1DO;wr?vn^tl%ZwPW$!ix4CN@
zTB87_Ag8caVhmeNSBf|nwm_EQUZ^`x!=9O*#$|h|(ZXr2wW+$bFx_@9pq2~(S{59w
z3h_7)$4XqEykh6o;OAOvzSK25T?vN2(jT6j3#sf;R5ux#Gtce;o1fO5Y6UkNhnIpC
zmGSc511sH2pp(^tFi$~1!ETU-oWwDHt(v1Q7DTRN+g)C%lj^Uwt11lb?k4Qo2BXen
zpZUi^rCw4!)?QN5Rp7xBMs9E5GGifnA8j^pi?u-K7!LT){lH0RPrYQ+=Ai?=W7tTp
z0;g7Ywp*=Li(0wB4#=|!EdOjfE!<nzGzZr%C{^m}(SlZ0jY>f+m+{DwT*o`z4KyUl
z8fVDOb7ywa9nosX+Oy4~yOR467%p_ssPRltl!;jj8vGJ8W&@p}4LI<n7z1Z@+U<MW
z6Z%W~bL@;ZcJy7--PqBprdDxlG;>$*DWk2w<np8USf?i4cHVEr9`G4u>fnyiMgI4M
zxgT!8yp^W^FX^8*e*<rU(i`Tdm*e86=!Y_jAD7UN$LPn0=tqlw9HSpsqq(_@ek`EO
zPd{begHs{R7X8TKf;mP%=IF-}`mu*@bGqq{69A{x;P@GYS^Z11?C!Jd=Cka^v+Sm`
z?1t}TH=AWQnq~KyW%rn6<Il3OXPf$EU<fB?wf=eiM!lhbnG-UKW2!hIpC!5&AzK9@
z4f=}_@&x_@A#{o~Cxj0F=7i8$teg;beB){U*w57G^mplR(;w46&~(?x+RvE1rewf|
zNUV?szd}yVZ^y+iU*YYb6tI?Rv0f1d#hRYqby2h)?-+61zbossv15G9S2)2J-sghu
zvAl1VxH-7sQoV^89dpep9EV5;BZ3A@`D1&%>!+Yf<~@+;ff4)d?Ki=#G*k-?3R-Dn
z7T`A)9=YT4Dsh>a#44j!sx-@Rg!Khj!-RXGWjoWbvD!36MC8o?WC|DC6SMf|v|qRP
lOH0_lcffT}<9S3Ma)SfPJKCCy)7UZlc#fJPqGoaG{{vY$XDR>y

literal 29095
zcmdU2d5|1edDpeO+R^PpNqG@&uPwBS_mGT%upn&N#>7#v36X6KmYD6C>D}($p6O8^
z(oSNhguw>EBS18%6cxxHfU&_4T$SXHB#_`LS5lR$ii8jXAr#_I3UipEid3a4zwdi}
zyq>eCwJQphc4oT!9pC-F*YEq@yEyhoA3wK+|A~Em)3h4v^Lnk;aBGI&7CUQhHLM$r
zpnbW0^xf^p+cRR)(=YgL=v9rj*n$#O({gH_(P*D-i@j7lupECrsz2cy)xdHaNp*9~
z95*M<wr9*qF&0>XV<?Zr!PBl6EZlE7f#GQn>J`V(?$ZOkO*K$q$AiW?LDIL}lWm3(
zom?-*n>wHh+U5Z<Sx(R}w~O%z`X#Z$u^L8uDXi$Cqz8d#Rl)#R6PDYpnok%_R2|*-
zaTCAC8hTy++F1*m=|x4au6f1^l?lZ}ps&)Swz<!oGIyJ=Ft?kB#L~TsXCCqm&p+c>
zp{bv_&+yj*w|VAdLw8!f<)3M`0@H1jt3>uQfnEt6H}ubVesHF)Ta7b5=u%!`y3FHd
z+kEAz?O_EZnFN;ls;4(im5yH_I$DiYO>fjRS&gnNU(>a!Td%tf?SkIY0#~c+4Sm(%
za#q7{f?FDT2i<F+`@Hs`Y50cbHVscFHu@#d6fHOovGu&+w6v;@i<&mw^xXB<v{o^y
zdWb3&H!wAKMGH)$u2~K6vu@NZ-D{!8Cf(Is&sw#BKKBGrN)6)zO4h8Z;m=Es9~3WM
zb40FO{5Yd><>Dtc44G6ck3%LFq)aTCuO!JcZ-%&;w?Mvc#ouB49l_sGh?04`IcFX+
zXTj^SSd^IOV~`xHs`9&ZuL}}40>4yZ%FUSjrM8-5VrTp;rfGU3h3n1e;NJXjk!ar)
z!M2NG+69SqjG*jTkj~gvsLDP`Ps&zc)Vm&=^D(f}Hjr3DpA4ukj7(=^=0PzjEd)fm
zouHuJ1a!;2ks-Z4-qt&5EymEFRcnjML|K^r??OwD4rkJo`N*(B52K~ipw!ztQ0+v$
z-0}RNn21zBK{dIBM&HvP(K`kpIzbkN2uNZ^XkHwK!5j)bKCDoLrZG^e--ed%Qo&A(
zV>pQ<S;9V}+z?}q3v1IhNK2Iax~efJVyQ$QY<xlUU0Iqc%3-eZ$kJP)@Nmlfa~011
z${GuhX%jt3J)V~pS$+2o1VY?^ks-3u+Dh2q0n?AQwfDnB?9IPNUoYkZG6wAh1+)VI
zEs;U-)H~b|7QLbQMu4Fr1_t(856E!S__4?%;^Hz5%=dd3>6U36(Y51q_rdDBj)CgB
z=V5r!skl_AQrr{`DHw)$B&xf9p!tEPTdQWU;(8Z!uSVmNwEi<t^jmYlqv%Dh;-J^R
zsq`|ph}}&C<4$9>ybd#<7#wk3H?op1lVZYwE%P9bihcS{EKLb*Qs7|Prp)iD9cQI!
zM(p6;#kOV((%o#$F`cEfs}lZQwDavjdML($1stBX*iXL00%>~WJHWv4GrHe4UlJ3z
z3R+Ega$~YLu?u&M^`>K0t)P903xF*R{G4pI7VB;;gvYi-@JZ6(H#HgP-l`Fx`4n@K
zwr@q+cs&svl6FwMZR3R{(S^-uyi;0IQ`I?!5WewvP582w0q04vClZx%1qN(Q5g75M
znz0gTNSQQbrnYi)v83UjX9S_w&}u7>PCI(VaHh{{Cr)V7C#Op#_Rr?oNtu`0H6y>c
ziKC^`t?;ch<6LN+*Bv+oPHR>pm#k(~UAS?sSGv2qiPGqh#1`t88;L}ENI~rbTeoZ(
zs9Tfkb!X9U>NNY=+4SHYd*?}gV7_qclGy3!jnxn?bsG~9_USPzGGX8xGIC|83C%Ac
zEA~Eg6{*KTMO;#2Y_O#?*7bT5{x~eAfr&^Xu;6gF6!wxr`J}Jp?)S3Jm6o==3_<Fa
zrL)V+sja=UNO!4y6UFL-=C2|`@H9!f#O8m;<8^=gdnGPnAE(+hJ;WfM8lNmzU)|9|
zhvhYYkjLoS3utAaY{Yig{9o0~+9yzN6iaJwL4_rID}QdI$_iqtRh^EA$A)!>20kn7
zkk`G)o6t_&)L$-Q<v!S3aMF%gZ5{-aDhsm&?wr+N1Y@Q%+*{|<wgfJEK%CF!f*Og<
zO_gZh13U+fCbd@LR(0J^B*u0LnJK$I5>Bz@zfFOH-f+-dTCw=a1ZO;0_1v)8^@!e!
zOkjddQ}M2ceZ6Y(hMfymEil`7F9756q{QI~e1#SJDSX8W6G6~#*10(?O?1HoG{=I9
zTWfV8Nfg-bxfgmq7=r=yy6f~M4E6g(NsG@*T0GxPi&R>+o{Z%lzfy_#JK4gQ=}R$G
zgQYx{h$E1tzvjLNmLCPoF?I=JP@}69+^<V;zg8IBuZ{}tKn=A&C*gU9TeY9VS5_Ej
z?7>Vq7Gt{gn8K8w$yR?#Un4W+D46nNh9?(OUgDxdz`P>?^9}{fJ=@rt?4qwiVD3cC
zLBozB;yJ*yS(fE^*-OT!3&VNysBmts&>T;=aa`fXy@cMBeX<aix1;8p@?-f1E;>YL
zUY&sXY6Z-9N-!TO4CX@{4CXxvnD;1Po|9m@g~4=21#>fH#%5KGRHKIqf4C5ucx`5j
z{Aga{qC<q{wFx&~t8n8Pf^W)xx-giZ+)yxWmX3&=J*4JKh2i|GQQ_QFsbO7>(CneZ
z-ztRW0vP#?{Am6M7abxscP3JEry?~k6MPs93xoO6hJrb4eA>Ca$T&*m97D~V<ESL(
z2vRe+=+n|uk<NJkqGAX6{gDHIQPz1phmZ1mTvX0|<O>C?D=9B^Ux(GUhGqqt<GO3U
z=2&ZZ+l(bV_X58%SfRC6z1ehHbV)07@@<lQGk|Gz;rgjZ`dZ@JlznF*=G~D_sqDvq
zYu0(R-`#a<W+Ns%Z)S1%#kZtRog$b%(*xt2UUk1|pW;MX67fMU`7kA2FU059Kte+9
zJeN<N15T_M(Yw>w?sZL+K0<I#*?&+N+z*ZlZh!434nz~B6>fFpiIUATqG%-QF;n`p
zLTJ7Y1bQw%n$Jqu2TIQnKkLQ9aK5mya1NO&eX}r}|2Zn0n<_R#9GIUMLi6<yo1f)J
z^JOkN(1EepQ;Ed8hX=E7M-k6};M|RxIX#0sa1Ifh!-e6T9u>|J#Aa~O$b*sNPyeF5
zJeYfO2tiK|ChbPtfaR+>>6OgI3(0;O+`!Mf7tk|t0VOyQ>XJOId-snE5H~%91+#OZ
z;kD-cpoQfZtchZ=$EQ%XXtiNbk<{~f7jb*aJ~I;25kFwRBdNh51Sc{s-CG}M_<^C<
zD8edTrk~YX(el0S_*fL;HT>R4sB80yqqo7WrbKWg5$pt|QDUF&Qiy?f+4~jeM@)Aw
zWX{O-Qd%uNa`MRZ(U@I%iY5^AqQ*MF9b^{ln*oZg(Z?<LxMWY`Gg<YsZ^KpBO5e#0
zGK!P_#A(COmdX1*`P&a*^*4%sA_g}R#Hai723B*mH=04v^cNQvqMOZDjpFoNZ*>7H
z{{BKzaY1idaUrTXZw7VeP0QsH7Amn49OwwrjN<b&ztsrzbtwiEb+LnBNvDX>H6VX~
z2LsI{T1ix|0qij=d6F`SObYD7%L1>DcHq_D{}ekowo?pmmZLC2&uWVkSH-h9K#PeF
zBQPn(qhO0P@I>5wwSpl@8_y0Hy*WtGTp~|%?#i5$xj7Oi#rQHQP`0noqU;eF(wNZ1
z{uJpJJl;>^Ta=PsYVA{7BRK=A2gTGNaZR*!aIqe8n+`35f;bQpnONbllGYJ7(Qu^L
z)j4HwNJ0y_RKFo4p$KSTb`DKs>IV!>d+wLv(N;ry%R>*uI?-`Ap^g2|B->N=Kjs#3
z0*MBoe@JTZ0Q3OM-mmy!#YfmSg1ix}jF=ItVRgiJi{F@^*B+Cj^<$b<M=ZqRqBcLj
zfd4Sp9N4^2J{K&MEyViy3(?yK|NJTfUlw^0b5XnFm{FIZth7+bjVSAZ;tf~PY*y4e
z1wd@q9mFw>OQ;aoAy-w!4uYsHwzEdxG8C1zC?SllX2CjhK)KlZYi;|7pr}t$|38u^
z-=r@Y;CrgqKx2O&1yoV7zoFDnSOnIjYnWe*W9AUGjYvGrJ#TmpqVW)Y?YMZs<Hnv6
z4K_S}$_VTg&#kjAC%i*6e1J%C2pShfY+pt9W=qY`H?=hbq2F%30yhKZh-1w!SP1!E
zUOwpr%geJAf`kBXGtjDtO<B{>4mIK%6giG~alGmZ>x~)zXgciNeYJoqX8-Ej0(pN<
z)K=E)?C;=4{PxMdLQiQr5?jsQqQp#$#mN2vD&-d<`$s7Lc-#I7zU;kYs`Nx+qd>_9
z^EFx#rYVFg*nk3uc_<3wN#jf=BB_Xt)pp28+9x|(Hv&7A*8PWIvQHF2Lfm1TZy!b2
z62mA)s@4O)bU^52JV6+*{x6|sY)La}T73}eK=~&c@*)Dfko97{Oh*&V51UOyZz7I1
z4BR>B8zRBT+-frq>XoCMwSj0_g!Hwv3PL7)yumHaTzTrFv)YxXE=Q_`Vf32xl~C3`
zM!cM|=SN~`OfUq8D+J4^oH&G$MX~%V)@nR@tXeD4aM52I*>vyCR%&Nd>@67;OW}x&
z^g|ghV2>Ok=B&otYG^4AQS^Z9rhE{2KO`2NV?9PyMUI-O_n;&qs3QP35G57m2rV~1
z5KUH-jDdtpcr;}{nwv%DSIiF)0^}JylGI`l-VV7Q;IG_BQ|Tz%Ac-hX;;{NWO~AD4
z)Y+81mh_ot?nqFYNezbbof+->!fC5+Il7k)hftlK^XK?|18Zo6#=Q0b4QB|+tm?io
z%OhJ{uH>6;=+rpPsb@H55-iVIQLD80LecWGnjIn>o>ylU>qcNME>o~5v|owQT)jqM
zr^Z=avo681R>HC(k)ZFT+VcIN5-^!a5)U&^b@Y%OW@d6mf<A#(dO2*Fc@9P3cSM4I
z1obv067)<&JRT2kOGE7Yi<rXUeB}qTXJ3cN%8@?t0PN2yyotnm=4c87^X9pHyqQ31
z1nEc5%n19Lf~@(=ENgaf5B;+tx?^-FBD8qE9_Kw|_@YL-+ADZF)PtnTU@#yZkeZFn
zTjwjW=P8h1rhN2EC|I99JD)Hin@>O$XOh|@=Mqp&&Ll{h=$X-w0U&k?fB68<nwGB)
zk-Q?W3(FZsE0esg@a4$xb=^;3w7*B{HD!O7zLZH#)&h2hYR6vLS_Y77xD5Xjrs_s4
z!(UxXJK+4pQPojPo4X8uaGb`Nfh%HS>w2s__?2?{2&#f#hv{o%PB&0<n)@Co8F9FB
zE-+gOm@Ng&H%TzxSQyOLj|%2M>l&}VU(c;>`0D$aLTEO@jd$cn^I-}5)vUgIh2eBJ
z6i%^CPvXAmXDZ$wAPBJ-Q5euCM+J0K<%UC&rQ5o-N2v0%h0ydspr`Yr`AIH1(Ad~R
z!UX=dFr0t0p>RTOlF)DZnaa)A3BoD+YlQ**>ZpKjs@x2TqWNhdGy@Rm$NABGiHi=F
zn<4UDnkX_#5u6jKIcOF}BX*SglLJo3O_IPtKU2AxCJ3i&tuUa6Mg??J<z|Q;-(3jJ
z^B~ZP{Aez6(ZO;vB%1Bv!f>A6P&gqsNe&17Oy#CQ5Kh@nVL+`>0UbeZ1{aOueWat?
zzi6*`pC1mH29Z|Ec%Nhn+bd}KcB~c+3tFa0CSKbm@hc<MN%{0Al20Ei#HSWGtW3qP
zU3~KASU5IfVsv#asS~59rOllf{i{TLppVNlpvb4{F*EvhAyz*IR)3Q_&owj311C>`
zA~<_Yjb1Jc=Z{8(v%iv)!bX9~|HQ41J~bLL<XpG2hzs!hV8=ex%;^H`=Au_M<jfR?
z^YDhk*?-8nn;=AzVqrkvFe;#%DmO!1+;<g1^CAfJXnr&w;i7}(W{8U$6o&KMhQit3
z#T5kMl>LFifWB{3KsQxxhPaNOD}?3~AkZ`U(fl+Q9V|CP<ohdy;r#N3!U?(Q^D5>W
z1mTqZ^}>Mu`>23!s@x3G<DV5m^SvO@%lXm#5f>dSH$%qL-IGPeQ-X66HFJ)qIpBoc
z^m!F?8$pQo%!L8Hc~n40kek6pqp6W}b^90XH8pxBhf|hgYScI_=RHX<g;sM7zi|XR
z_Bq%+&(}=-JR<vCY+s51BF~mvwa#kRyn*l;1mt0ZzG!<fw}Gvsbd;)4vVgl%;ut;N
z+_!5h)@JW+uU!1tW_6rS(cUKI<+lpS%ljZ{$`mb=Kv2zWg+>#~e#@7)#xx@mVFOm}
z_%V$_t~z&X%dBlax_JB;A_S#}e@*&IXvRzGXNRasku^z*8%oKUYJj+r!lI)&dCxQ*
zD$pYms58E)Grou-cLu~4?I*dU&97){V+tyb>D~PxA&&jKQlQpH5-5r)3X>WfRrH6M
zsG`pzEQmL?q_7~L!-<a6WJnKf(nfIVQOK<VFEkTzx_(veK}mtL*aJGfsu|vViGl^A
z5DRK%S)=#_w+4-;M4vcHkVBG)$TBPmeKfIoHKlbgFIQU2%ZM~u<=wo~pxbgc$k6DG
z13G;lCeC(uwSm;3jl-Twn9~(Mv|FW~l#nz!<)c(jDk(MxM+8J?Xv*b|hO;jKlCYt{
zp(!6mBZCIlWZ%w?sG(1wo)R@QdT7cH!YLD%5)+H#g^rCXObSm&uiJ}F2`9w36x3LS
zw^fw4B5cwAVjw3v!xtz{n1q7yEGgojSOTHm?EzbA-v&kb5<O$f&>4^us5xpZU6s~}
z>GkQOns#eO?V;#o#t^@whfa{$=2NLQo7OpTKh)pgb~-IaOu%1E=LvP0W&bin?u!gU
zf1Dw>5*Tyjt)QKSP-z+olEH?y8&)i(QA^$#=PsY%WPgW5aLWGnNRk)_(tJDvcs85y
z=3bKWC`4sen{G{?O;Q<$mP=q|`hR~D=>Mk~G*TrI`$<&iDy=y^;(-zv&CfC;^{}Cz
zhSvc@|E|;Mj7Co-5h`;pA%wlN#7rBfuiP;)G~jPfYVd&nDX8~<A@d+k0};PT*-nIX
zo?Is?SC(Avm+zE~c)v>tckh#QG_Xx+2l~gvbFz~hAL1O9Y^u}YT)k$)=#PM8YM#>#
zL_(Rc@^r5O(7qJ~R8dg#oSs&Aka4y?7N-jl0eU1Bk)Uzz5&1t6hl(V}Tt!CH>?j~A
zqv~k&K%j+0NTuVG5hD90dP?riU^!qm#8O}%Mx`iIsfY~Rhw7;eM9fzp<q^4HvQeVd
zqF@6G9L2JgPIb^b>kszwLWo0*^GIn&DW)S;>w#Ztq6hgg&!T2*@YKu{v5S<fJJp46
z_e*r?oX5d*Do|Wbb6t|NC{!EJmFa>sleD@x$N)ttIBZepC=*^8ZMZ~~AEe|trrF3?
z*y2vM%K?GSI}X+9&&%ZGAaj=LZWVj0p+{#7m6H>NcE@+*$wFc$-mB0WHI7m`KxYu~
z*+|H=q|;h(+{pODx)UNnG)d*&hwb!NjRqaJ<9f8WJ|~a{*a93Epf(-5gfmteYq%^$
zm!aq2YER%+%XAVEJ@wlh`68}caowQd28QzF)K;;FPGxF@_3}E>&g#gy7JG3FgVn_G
zLv=dr$wzxr@(%Jf`A(U#JInE5Na!xA5S@;+BzAiSrK*)31IGfjPi+$=6N5{9IVKJm
z>lO$V=t1bGcgJc*C0s>!d+C$`5DFzcL$Bk`Bo2nC8iY~%{bH}xXof)<2g0~?Py-Gc
z2!oZmU!U_W{C-9DVcGCJ*DIUIzjX``L?%$HNb23^hC#NKF>a+T4s|@~Xu|#k8N<D@
z-4uqn_A9avIx36(go6)4nIMtFJIC*dcZuf%pW0#@j?WU;d$d7+4O!K690j_uAQ?+y
z99hyxS|f^BwK8@gS+NlIJ1+K8PGC8`CAQH4HhXGey;)AA4us_!oCt!$mZ-sfd<WER
z_{9G7R?|1anp?&W_b9a=X^5_Gl+~InCDovO-tsLepZm%+%cniAfk*`9M63<wtk?}?
zkS^Zf!=upXo~RfdM*-w;jLSj#g-)=KKBtr$4Qj0hmhZwjV_>+vgoqv>m4f6nRw0NE
z(zk;4TlXIkdz(hHoNORK$lx@OCgdHklV*rtO}1Y!n*O}plb<)tXp0-EBm;nwWgJZe
z_5{4KztNmKeC$rpbFa5j?P#9vq|Lu7Zl25!iR>EQ*H}id5^u_}Ks#?NKw@E~phdh#
z_fByLGFdMt>X{%=mS+oGf+Nkla+H&^1KK#Q%q7v^?bnfUT|O5=uYC~edcKyIWj-QD
zlJ-#5#MxlTw)UjHfyzum)Lz5R<CplfHa>zavICbOJuc1>Sb+@0hT%Fg6?i|KEw|gK
zSBzSjol_qz?U&cQRgP~OI0@vExUuTE`dZn*StCvvC(6<GISlWC=u9|Bsk0)D*(I^v
zXq=~$*u+k0N1(WnK{^f$T0uTDoiD-?bD(nz0zR;f)2waEsAo6ECZ97D*JaAe6Wi!?
zw>Z6DCTC0km+OVp|4Lkt-^kEGaF634IJzl+&)Dl|-45|#e!+a!euz>kn)bug`Dyxi
zkv?9ak1x{4=jme!h3r%G(WH8pZ4c8j+og{!)Y|{iFN=Py;3E{1)E}MABGIEBm&`9L
zac4{1*An-$#C^P<+h5|gm$>OAZgz>ATnf!wfVPBqxA`niUuv4qGpyzd5>VQ1NCNs9
z`o(~9-tuK0#wDQi+E)TfFFP1e=`PqfZ|g(mdqS~Cm1w5h9vmdY>Q7oE?~vh&%So21
zcVs!32512G7jP0K;i5Nm+)PSOW?Gz#d*w>kW!mQr3uw^0v9qn{33eobS*^Mu9b4BH
zyYMoB&%48J6_A5_qx+X374~yr%c*VtlkMMuslZWuFgiFQ(8rz^vg5?cW^V6FZnK#0
evKmz<tiiast7H?g1i>e@Akn+MM9xWAng4(B!gjL&

diff --git a/docs/.doctrees/main/table_fields.doctree b/docs/.doctrees/main/table_fields.doctree
new file mode 100644
index 0000000000000000000000000000000000000000..d68a6362fd8db0073ebb5fc5787ee94a9c3a9e6f
GIT binary patch
literal 38214
zcmeHQdypkpS>I%KW_Iqr^H`H?HZ&8--X$}4b~hp7qypL95FSg$CA);g-Q`Zty*<<2
z+xPb6cHf;H0)mv0M4JNTf(oRd3JWX|jif{^Ez$VIsD<DIq=FTE@P`)oEF>!U`@YkC
z&gq`MeIGNC6q-tIrca;qo$r0V^PNY(b^JZIzh?{o6YUOKw$r>+G3)iFU$=s8w5{&f
zIt{BCcHiAS^n=|ucgxXK+guI&PP=Axqb;aWvmLMAwwm4Z-Dnq84;?S4#O)^os}?$b
zQ#QB9?FoDGe79^*MdP6pdY1Moy6$er^6JL1Fl;+ZozMylf7v)=E_uL(TA|U_Gu9=-
zrm*fqUB(riT^UWZOkfvw?Y+@dRgz<mMH4X<3(;23X<FTd&XO6GOxZV6JLc2_qHMC}
znLz+F@b`GrY>2<M)jKWquw>RQw5?^T(}^ZSbA?`Y?cMf%dxw3!J!T(>zVF2Rxz`3(
zJ2>Y#9osy2mla$H{noi-P19QooZwt*Ewue+wMOhe7n(~Q&+i21+Cg}(VLDAJ@vQ1H
zaVe;vv}@mRa;&q&%=BAMO=o85gx?H7c~B}b^UC%fAwqjR+LpW%Y~807DBisYh~FX*
zU$Ac=_SnyZ2H4MsAa2BeFTj5X@!uiPYv0Ut&e;d-8Q?U@IBf^|o)uO-2bd-bq-($w
zy{S5()mZl$Buznb=1SXa*|~4QY73Hu9_E3b^Z>SPdfLlq+u~x)^1Q{xgzByI*i{ry
zfa2E;PVsB)1H>3Kx)=2BizW<~i~=Z2sEQ8PlAMg7VMn@VmZ8x&$aCu5s6;5v3b@4O
zQvh{OKT(`SrC0Q;bT=xU0NyW8v_e>>{p!r~YtqkU`@W<gnp|9Ld7<Lx7@idMfVba%
zSSPz!ffPF*>d(%Hbhv4D9xY(!6fn$i^KJbYMcjN#ze=0H&8fvjr&+fyDSnRgbB3e8
zs#88FM?c9N9W&+(1uf!75cf$Pq9)$$uovI!G@5}zX)-QRU|7t5q=Og^sY0tsp_Uf&
zEd^q}k{LG}<C+op<Nahw0)MPurOgp|tL<M}Q`{Zr=L~QEdlcS2)8B-i(cz|fdusu2
zw=<3zo_@U_yNIX%*00hg@O0PWVu%O<BdF)M6=O@PFwI@Ja@m$GIwJ;DUiW6SD=;d4
zufx^s>Z-*>iWOGcey3T_V!9{$DueH_jpAEmZ|ks5tHp~7)Z+QXVX`>CJ*!BF3sU2k
zTV~c3GaCBhzF>fQo1ii~7Z;cPb_0>0rD@EREXxR>J)!`7rUqd`z87}seGi2Jh8IoG
zshgp$(^Il6gW*FNNX49%!!Bdc*KMrBGp!=G6{yIylBKf}^|T*xJ!Vod!lW9`0QELO
zHA;(%^>D3aX#?PdD9Et<lOwYHai*hB?C4T0T{Y4y|DFPt?-1B#xct}v+#@c3e1Li}
zmlaCcP?n<BWAOfSJt){#i{~kVj54N_NkKI3`8CAw7R@!Za#Npo%qDXV^uhBisIZJ-
z@4pKq@C?%MTbK{fWHc}^BQ!2r?KPw3H(H)kGefIhF;2Dpi%#8Xt{A508KG?%80j$o
zXuvf%HLZOq^bH4dtF~DSja4VK4W5@7K?p#G*{mC|RMRknxV&LuQdbWQCqReI<xYS;
zD#jVR6U+ckX};mt=NFU7-r@{(9avg_jPEMu0fygRF`LdCt-9z|Oa!^dptB@|9F)p;
z`)$AlHkcgENMaH!+LlN38X!WTO*0I^6QbK`8uK&>o)>ea68CYa5>FxbMIU^Qb5j}S
zb01Zh*jF>AZEuNow5%qnVf7N`fcpG(cScjhG*(W>-2Wt4lqSJ^K2ayd4vN#=|IT!m
z_O#__EB6^)-dgJ-bFwxI)fCpJTij~_=o<i36wXBxKpyFqZnT#&7jvv?apt0nBoe)(
z7hQMT<y*EylPDlZ+l|Jk%V;~EtxIH^PS|~fU$2_&CjOjitq~hK$Q&(1+wj1d8T?H!
zL$keNg>V&;e0U%C>qN9jOl*%?&coc>zWt`A#1lOiu*p$K_dmcrIpg1<`-ZIky#SJo
z^)Dy0;vS^eoCnKGCzahvQUun#NoXGVpnTQ45%mUAJ@+btsO#DhDp0z%l{@LJZ0>ca
zzu@lY-|MNZpsPr!wn>jE^GcB_%VBWw$azvJ?)uR!I)1nBdHyP#g>v9DaK!^dXqzDq
z9_B^U@hEpl?ww5$14tdF5(vi*kFgn`B*pG2FblLU(EoahJexsGXx*!g<l7U~6WJ*}
ziHWJ6Naw|AH<4GC?$CaqKo@I6Aw~|biWd37vF*gKbxM0nHA(H+9z{mT4!h?hGMqfU
zN)KS7d(J?fy44A4DK<g0f)sgRA(SyaBN^W@u0ybfS*uwAB9PQ5uZHoh1XlAt;u*+1
zD3K9XI)wfIFf|q9PoDihoPnGfdj_`u9|D{a?f=Kobo1?hU(7aEk2^LdA8A6-1_9-W
zvbRo>CMMQL)Fc`Sil(BSaVovKglPPN9+1qlE2)qbo;@;S96fK`Vay&WrArUbzlh4Y
z!i;gtjB)FX@gf8%LQysXLh_13n_ujw7E_lR-h9w9Y2|8LtBn}DeGz|-V^)fyN1|<>
z*<9(ED=0(gL+dbD(XyQt+rxih6`@6dH6il-zd)KS0*Y(W+>#TIXenj0L8sO7+aV?Z
zognlZG!LMB36|D6M%!A!GKiR)RE*OW%pHN#{Guqg+Eq+5Fl|{Z0a2sjWA0M7LiqF8
zn1?XXKO($)8|a_V>z>|v@B#V{`$-~+4c8CQpGVWpH_!tR((f@+80hAV;e??%$)TIZ
z{pw6ji)&xLsD*V*MH5bw*Cy2pm;28oBq77y84XdGvO)Yi)$AwEu^>daJ&E60iq?6i
zt;PE8zY>uB?$?-mX^*WB-!j}^FVb(JsV34fo)q+o?;mzK%vwiTCgMs7bnkk@ke(sR
zd6^@W!8{}Nn(~ZWn|`P-Ki>Z_#L8!U49TI<v{vIti;@8|$q)_~y2umu*gZI0fXo0u
z8G*TMRZ68w1^%IK&9c9ppEravDwPcUBYZ1?tWZ<U?Hb07vSWH*DxI+bHwJCJq2nOw
zhV@_y39PykQldjl{p(H}%k<uwK@KJfC)$=7AXfr(W(_gNnqNFaA>^XSZmc>;7A#pt
zr-jatPN2Y&`dc;E46NPDHmBif&H8EEvcg3KooK|AI>=3cAPQF7R@iAb0fMk5d`*zw
zTB}gUA`_9%w7QSzhk(^=t9C)Ora2@vWK30eI-ZRNs0Yg4S`rN@r+w!}g~x_lhL`!S
z9*~rc_O1don;uKsZrW>X*Z7j1gw0Y*;UC7pH`O2egt-jdv_%i@;%^3=5o56LMN`cm
zY#n+I#$;t2!gS0t4#CFRz!c?CT+o-V$?TSmGRxR|6=Szj1qGiuduEe3dunvfzJ8;e
z6?7G`c4y*G*i|VOM41;ktRBqAk|1wj7PyaL;7DeF(F+H6d_r*hhH4@Q43_1CePrN%
z3aGiiNk6}ZpGVv$@GFBx_jmBLE>Qe#Ntnt`M=#qH7o8BiNzf!O+;@NvK>J7Oe?0>U
zJq&>A$azFr5qvxmBe)CKR91UVqVU-oTZ%>&!7%0azkNuQ(~f;tnj2Xc^brz-@a^L~
z!YKn}z5SU&LFwKdiPKq;IL$_UHYGcL8h}Q0@1H<Z&ApF{UWUoB#iV82&<laqhZrr4
zt~U)9gDCb4+#>EpSNF7tu1Z9t2R2zjJxPKPg4(XtQ~0pB{+Md@w5uV+^=alydMww?
zvLHJDOEle>xKacb32jEjV^{%0_*ZD6(hEhywaXFUU?UGH*a!MBlKdMMJl&t-dYT)%
zO^e9Zhxa`r)r=!@{|j*0L#B1EDBc^}Dpf5f-W#X41F2YX&iyjL8POr^MpI40HYeVj
zfe^kags?9O@07-<c#rDn^r!h+81I!8WAoy@7j6<~ZyKGmw{DcPx$$0#wbvQFbyxAb
zs8%c}T?m8OBjNE3i@3LA>uHZS4KV>!@tFI7lKG$zBo{>E{qEU9#n9a{VV`7OXF=`j
z`lv#h+TL7@Cd9_;Zgkl!Z_PdyCo9RtiQu|-V|3zPPgbLH9b%hvYE_~_%LlQ~<3*S_
z>uqDxLy|#ITN09q_C9Ri@3HLgrVQ8e4VAmf4z_PsLd#orcq9WktxftUTkHZK>LZ<k
zLH6Bfx*->syX-gz5fR&X&U-^20Z28C`qhk~4sWo8kCq-QSh?FFR_-cTu}`*W%4IwE
zmq=bBcG^brrdpZ6>6fWW&rvOFVieFm&U{LXK3k8L;vSQbc`5E_O6l)EhU^suElzWm
zFf*1rO-{`t>*Zh<5SP)$1wNJ#ugLN;oI^{m7acP(86q5M=y=PHGLPdM??JID+6-vm
z$sbCd<gExMu?dlswah=KmO_+c>!tXY8MtZb3~rd81Dp|Klc&*iLx#y@k;~NfnA{rk
zjO}u}E@owfsp1?S7y4&8Xi!gy#&(v{36m!{VS<IXi;lHwwdqh-HQ-!qK)Kj*vsJ<I
zn&ygCK63cbA$`s6@QiVUR_vy4x&xIOmf0-VmqoUDe#SU_{?K%()yDp}vPj7!HhPxZ
z9ilWetv{2U1Rk=piIEuCi%_OIhw__a0rALrZhq2Qds(~fw}m?Gi@p;`k)r3B-#7cH
z>?jGQ+fvG)6bSn!;j3oJ{^T(uQO2G%wU@F47>NsyV+L}81+F~agi*on5=)+}QqFw;
zxby&gl1bE4K8m?<fGQ2;&aXv_B9o^`iQM@<37OsbOH%Iq&J*Or8F8%3noU~GpoI~v
zMCcnou_<!R;60mSfg|I#k&W0mAgLYhQNnn?dsrf#w^u4VawS3Jof^qmfAErZHp`U9
zR;$^+5RoV+FF+1pemb$mje?PsvgBXVM~<V|!SNImG&>MS>6mKG5_GlfXA7i11-5`~
z`s@s8Wq*BKbCyIZ2E!>?En^AihY~vlHV^dSU}6dPNyuyoI31{_J<%)ga)Op;u0iw5
zSOesv5cNX_(Lw8agsrp?e+hdJXtl1;BsLME)EKu-H0*a<l9XX=<5g&xFd=Ij*RQh;
zB0V;ZMDvR)Ni12ff1r<4M$zk6rwGvWnzd<`FxJ#sQ?Y(pO}bE^)mLg-oj$Cj-2D4V
zBto}$OWhWgGaCNrP{Jb(|EWH_Of>wx5;AM}Yf>71N@+N2HJ?*5$}gT>azf+YmmfcN
zXhcQde85tZ+)ofii0~v~!|3~Iv`ko%)%WRKeHZe|X#F5nCC04#ztKltqv$^Afg(oJ
zebzSCeR0xEvw(Gq*v}3~V+!ox+Sm@%;kI7Z@I?}su!gJI8nR6?Hu2O@0w!L3p%0G}
zoA?U}nQh|xQ#Ns*vI&JCwqD=_-)30GvjtvioBJ<B-G29<B$30|$2qi2*z><?AK&aF
zyHV`p^(kUB`(XWBcOFx-k{$}$&sLyGsu#PhCKen{iCh$VIjF9Oz|<nS27`5xb~zVV
z8)7NGS|A2R=A_*`VE;&LU+ZriaKC#3S~1jY!axgPlXHQC{XQ_3Uh4og!ZX)kxNpSD
zzx`-peFtPirnr`}zAv7pH87)vDKc-xiuXM=8h#U@m4yijerQ9Mn8)+pC^Nn$WQLp3
zoaG{FiA0lwlWZ1U)ne64OKaF7x@>m5kdB#I#*!J}02_5BXX9~pN<SA6r*nzzaWYYy
zZL_UX;52Z4pluvG^-4O{Ce9%tOeBz=vs7uV(O-+$ok|CDR6gs+o^wPh*Bd<tk%P9~
zE|o@jvveXn$+nS@ve~w~sihcpa?Iit8Mvcn+wKCKqN#U58vI@~-B`8_Wb+1WE!$?r
zJYxfXULVEPq~Et{Us+t!%M7xDxu67t!*Cg+Q7Ccr)EHPyg~#)p(WSJSmQtVdc<YZy
z<&X%6s3%BMBHJdNh8)-<RhA=!-tL$DZjuV2J`(?%9o}D;NsaPjaQ5)|I12(TtB^k{
zUz#!2lGG>_Vt*?N^^yQ*hj9>C)J$fI&l-HmAy$=c9~qAlNYGIxjco_85SZ-UicUP>
zcQ{XGdVwGB`_%^`W4Vo!4V3qtJ_YVg)5t{^cu`5{``(h-79)eoJh&erbr(MC<pYEN
z@>@SZ9enw%kLGqExg?<PcYlUD88{+HG^h<${B$1{lVZn<r3u$W+7!2CX?pr$6(7+B
zM1zD!6f6{kM+f9xLAcTf6O-hco*v=Suf;shyHLpe^ib@f>BsLfTM#g%ud=Y8jNj?Z
zR`;IRe-dMne}|C!SEJ*x?oJc?OF5`$63GqRo=yU{CnP2uxLr&IZmV&eB<^a`H~R=F
zEFzC=n->w5@f8C}=!9MO{Th~FEXnS&7OoL6gUVgl5`Q<YAg~tWpeh{>>`Z~ojyqo`
zGK6vE3jQ0C%)E)y;0tj74mcx*1Y?sM3<+YwG9%0-NdKQ1D=2Bfc5terD{Gp&yJGIf
za?P^$df*<jcS2OjjO8~_g`R$AaQ<EgI3x16yixuploc`f+MXJ(7!nm!iiM@KDlLd&
zH9w~0kgMh=Hc1RG9bF9fY*Y**sJVMB(Vf^qnxTC(+oG1jaU}AWgDQs}D^y_<G`j{k
zBWm^=&~!tSiG;Eu&E85bSyN*1+*e<(?dip{KIBIfr}t!CzUr5G9u3U%KAXEA9-Zm$
zO*4Ij&E4y%EaLxV6~%-I4>_FgJ*We)oDR@{kc{ft>A=^;h6NkP)T}mdEKhAv;Bo#e
zwkD)X<B03*QIwYi0Io;@Zw!g9e~o7p{HlU&5mg)<Do^ucmEKP$lZhCfsv`=LO6Woy
zv`c_fK1c@+1ZlBWgPbhsiqH^<(t90hGF|yUOMlv@J>JJGMww1Mm{L16?}=Kez>R}Q
z8N?^&lLtC0Udlf}%$dV}XT^($)lZYZDTp4Qr1zUJ2K;^>z855v{v1s=GzR1ktB*ix
zzs*<`M~_rT=K$_X*v)rZSFzb<-QC2|l$3B{c|9gVU(LWxr|L4BKiq$$+8V-@;q*sy
zu*0^Dd(~Nx4l{~Qx4Zv_TzQgPaL2YuWm|XlJ8h=pRI{Jj4S1^kGQb)!{Me1An(A%J
zsrHoK?Okuek`YnP%N$`0HZ)SNYG~Bjd_`p~t`=k49IX!0eZYfcFlg3XkipoE1s-wv
zZI7JAw-V>W)s&iYFf?DN1sN0JBW<^_tn(Im+}(6P*nXF4=$fUmA}?LwUV&y5W6(yk
zTVz|#7`!8uF{qs)Lb1W1=5_eS9^3>%r|;>ez-7ln{t!=e7a4X)I=B<CZq>v+gsZkw
zvyHaD%J=wSds<-ot4(TG60hj=I}!^^@sbOu`(NoxDx!Ou=-%(XMv|YGNyv&L$*{ds
zV_Y^UdnYGlD=hnpU{ZOS_ih<?++iF%c5s@vii$S|7Q7Df%Y(6oCYfAfd?f(C%hS01
zpo4geuSq}wx8br(8@d=KEOR~nlQsihT1#B^a}F;l3$}|Y1X1MCMhRkmJS8SAh$*YP
zYKX<S-H&t`i-+lZYT`S_=vIWS)IynZ{0#VhMuF1f$Q2^U(K}&zq{omq5)2WrY}cx)
z?wCVw%Jh^TT;rt7faAxdKHM${U49r%haEpsRAr`3KN&L-j%QzVMUDuhp5(sG5kYVF
zr%$Y?-^BUpIdAtGct<sWh)cr<88*mu77QCVr|<XX?6=yzlI+OIA5z@I<miQl^u7@M
z7Yh|6>&qw|{&7|V@I9RlckdMA3cc3H6_pWpPbh@?-TVDS21;6Q3(;Da9d}RXW7b>b
zytBc*56zMh?`I`GJmS4SHR3%GPj6_iT`UtlQNB)KxH=d2T47H@e85J88M8qPBjGZ(
zF5sEArM41Rl64Q_ni#D&;jYyN#lI$O`$_(3NmAY@Hh8}FDZnXm!Ub;OAJ9~D3&S6l
z)%7~#A|8dRet}Vgsum>0sgAC%X=Yy&i*}t1vn<~_C0X82w<oA-znFf2n?WxJoDmtn
z2TeD``1LdvvHyibXuR^=!?cQpt+TbadFvjX)Fd(POjLIN0XP5=m?>L3JAG{WyngB@
zF;+^22}3qeC636l?d~vYuxk#==+a7Q=@iy#jgkMNOSO8v7w7Lxiky91r02IwcV^M7
zP*evz4wbMqiaW(h{yg8QRjJ^XtGb1=eRRK7C5s{sG>Jfv7P2LAfWq70DcDhn#$n?B
zGpaA6q*ilOHrvN?M~PcMm{MddZau8xRw21nC$Or}51N$)BgL<GWIR~fXI>}b*SyYh
z;@DRZEHPGHnbRZ_&%P?tb2=^<E}p%+j}!_9t}|$=`Oks!A-U9LyynLsL}Kpfacx#K
zgLy&fS9w9z#ytlYsN&iim9s!7njI4diFYY*Du{P)Onsb$!(I99jKz4LChL&4JJt;;
zyb~JK^D`!IDb$<1c=EwS44E+Zhp0DP9Gn5Dg}HCn@R8VO^!Qzw=4m}H#Akhc`xE&n
zDKTb0QX%5o_n{dLg_O~`B=O<+_UBXaZ4d`R$zdr>dMTL`mr4?G#=AJKCGDZP8lSjo
zmk0)L^pz0Qe%;*tAA8r~k&VJWPGs~^g<p`QZY=Ko7~qT;e*G$%YVKqBxL4Ejj0brP
z!u%*>Rvh+H9X(n~yYPh5QZnnd-+q?b$DEe6GD`kunLg4=KKKmdGfYpqwQeE>j`~Yz
zx-m{G;)*!^>P^*s87)Mc3pdscUGBY|1i6MJcS%~6xQJ|&T!tGFp`<kJbwRRxlN%+=
zx1t>uZXcXKy8LE@t<x%0mX$IfWUSnyLeF4X)=$UE%MIG}Dney(SF5qC@X;e@2|$vo
z0%!RyjcpPz|3A-$;F+`rj-CIrk24r0c78mi-p_9AyuDQ9c!!If_YtgtW9Mr!J*OS&
zaIy1MfHmUaH;ty6OWw5D`BM-gF?aOXIV+mMd?WR%e4}dPeh7|H#m@VcOPDj{pfX6z
zOu<+|%)Cc^wXH`Y_*W=C6l#+HJ-2%bHA5e2X;7df@GBEWua8FmfO-=(1{-KZH2Nf(
z5p;@1@0R#*H2Q=djdHRf4g}+`)rniQlU-=q4U~&2r^?@m!S@FE7@BElcf%NTi&y9)
zC4%Lg2C^Kyg`Wdcx?h_dxMgBtQcO;9Mgr#o8o2h`ui?-dzEr?BW~`dxs&QPj?HRmU
zSyB*i=o(9z9enE>OP4sJhQn|8*W!FHx5jBUtSAwPRolXfXOd!(txEg>Hr!`J*L470
z?19If-Yb3^UsJ_r((sJltkA*E>HMwJ$ri|%W7)XbC59Jih$khov7p&zy-9l>UB3!K
zxr=D3`HkU&=0x{1aoq1f;p&VQBIXI9ODd3+C2=iXrPDF<Kv$){llUkYow`XhJ;wbQ
z)fy;6+-LLSJD9GK*!_Mq)!044=EoF)MNI$vcdD6cYV@5;V~$~{WJpAp-$_>$hrhUw
zDK1hB;@IvJg?g|1iDVp-hP##ApaK_(=f1cpw<&Q;iWD%$?RQ7VP2bn+{+!srMu_Vs
zuHuGlvW7@a=3(TklEG0Q6r+W_5fP(;Q^Vanvz~JS<Jgjm?_P*~H?+8z3^KGamv`KN
zaMR%LzvgCN`V1j|Lj)BKA%B;lIPH}N&jvgVI3tFhUqe&Pr)}C0@@a_WDMqW`5JI(d
zv1^vHEfH6uiCal}87-XHo^GFJVxEOaypE2b269-6Mrj>$MW=T#H79;5HBaC47jdou
zySsbb^!FfEz2=Rx)Avu$7~<!F>GSyWIF-_8yYN-6^KVWzqKkM)<{c8hl&s$+ua9HR
z4{3>I&o@K)4(5`G>bZrKlo~s(=RswP>}8Y*GaY^GC7^@&ZqG6Lc+c_DVZ*rJFpg9X
zmyYmXNAcHD!+5|jZmAqjcsFqUG+A>aku@3L6w%H9Y{h2_=-MHYTtX!h<kN*|3|~4D
zhRMg+@)7((0fM)m;O(k+kqdt%eXw~MAAc+JnlE+`&f_q%m@>?WqT?uHg}&|9(xHT&
z4Z%p0|9zv7@7{q{`J_LUB3(<;+<uyF1EEVmJj{;_Txr<A1Z$ZmYRSAzW#(9Zw7gEs
zpJJec)7}saNw>QQ?1AR%>3==r_pFyr2KT>B5t#ORSE~j4#3x}NLL#*uZzW#r2fR__
z(dRQSf1g5GId}I@Q@M}$yX=D`J22N*V4~}I+CEDgo*aB;%L-=w<yp4FK)cmP)WVIc
zNiCYQ%UTE1xAKe$!Ej<>tjI4$6M^5MZzb9@6oOqA?W%R!xa&Bq#^npqj--S?TZa!c
zC#&lC4m3Xe)(IUisNkLe7-JLPotwCiHsuEDo07Zn9p@FRNndKm{jYeS*b`qeZ?y1$
z{g2dr6|gVhu@pac+8&;EhJLL|3$XMyz-JwSR~uikzGB(;L+q2bw3jC@i*^PG{hFOd
z^%7;Fx+vL&Z!kJ7>{i1E!kS?Kko!dmjEGCBbRABWzh?rJ(PP}eGXq@0gMuAxi?S9~
z4_{>Ux+gD>O1A0A$MI;db;$v*@Rj&ZkW?Cv#_QHnX9dl7(HE{^f~bK{rZrG9g|9-^
zEF!A=aJ0*5wmM<eYU0~)sD+Pccf#e_7taO`{=Po_vTD)&xm6nrik{U5p9xijPSI|^
z6Q-ezGn8(0AoC^z!u@#|OSDVCRX8NAuTQ_oG>&+4Q~*ZVV37x!y7;PS{IyMRypHF~
zEqreCN_>dUZ`Z4Ji@t%5ZX9MTj%qfSK_)oj)T>DPEIXIF_C&PH?1X+*6-AdjP^z8v
zPNOBaa}Z;>fD=Z@O_8K_a|yWH3`qQ{s1;b9x?jbYLQ!iEzCi9{XNcaCwWJnSFFJuE
zRCIT>?gX@P2!zB~P9_Fn&qO;wOaRYn(l<N-bZ1<Rc1we}^WA74{e@2OJyNOz2@|wB
zM83UkuF6NK=w7laXijqlis<1^rm%a@o`cb@meo>6j#v|^1h+m}RWgp~8aoVI!Tj7D
ziUVBMMBg^8`0bUsZge%(WCT#Nih%;+!8Z-@fmEwC`+~!_f}gwE%e4%6DpBBXO2E^6
ziB$Fi?wfY3aGCpn+0WTw!$W6Na6z!5dT4h~Zi@~;CmU61p7P8TuBj#sc_i8stTjXP
zQq@kr!P<?sdOoTCj-X+}(B9C2T?b&)mHaFo>4+shbjYkdP_uE#bqyoGus3j-S%}sb
zIxTdu3)qPxTfz@K0`2i@PIDPLkT`}b$W`Fh-*mklR%6MkSDgkv7#k3>;yDP{&^O(%
zjk2q22#+sREqv(StKtG~jJf0~9**`BNRoA6dCS6|Jra#s&5K=J91?94eguXK9mL5S
z{ybw<eA}MM+6!!;Qz6_bU?6~_57S0hq)K@bOT~b;EFb90t4^J(Pg0@yyX-y;>vkWa
zpMStO<^DbWTt}B9wB0LlU!A*$eooWRDf)Rg{k)5QK1V;Fp`R;J-Q7b!pQ45zb`R4&
z(yzE5#s7FWxZA-(74M&MPhir=s{!s?sZSakJJA#&#ItRnEl^rubQTzu1;%87u~=XX
z7PxnmqrV02b%8rw;64|)zXk4Vf%{qL*v}`(M5n!jiL~cHA>DW_D5T5O1%>-0h4)Dc
z-%Ecng?w?~hs8}fU*XeJf<oE}FDRtFLxMtD31JGw{J^vCwI8(~vY)m;$tQ^HXLwt+
zdo!_|HlVmZ{X9uOkK?Bk?bJ<#MYpr&z|ctc5T__1PngsbI--||dhj(csm7A;Nvq?k
zS7i!iZEUI#V<%UeN_yp|D^l<=sI@~HMX%1nir;LBO7PP)ze8boH`<Q115elh#_Guv
zarwI;dH2^Lo|BWoL*0Afds=22UJUt|fb9$<Tp`_ds(8CBX1m!QpSFTGSb>u*N7uH4
za1MspoZ~nMKF{*%K?SAV@&f(|yDvZSnJxU!+u>lS_A<g0y~4@s-`=$%EQ|0aQ?S3g
KK%rA-sq#PHy9-+Y

literal 0
HcmV?d00001

diff --git a/docs/.doctrees/main/table_view_mode.doctree b/docs/.doctrees/main/table_view_mode.doctree
new file mode 100644
index 0000000000000000000000000000000000000000..644d70c4581f285ff15025032dbeaa9c31e4761a
GIT binary patch
literal 15560
zcmd^GYiu0Xb(Ta^<gO@+dRT3(hetGAQ8u}>qo#FOC#X!ru|b<v4Oxw0%EQ^6yPR3h
z&TQu)l8%x%C{$bMMT0n-B1Mu02>QbT@}oe}KLv~yF8V-G6a|77=+C-EQ55~v9|ejw
zK)-YDymz#_q=mRZ4T#>kk8{uao^$TKZ%=;ngJ%!%fAU1ovut;_VVI`tnIh=RY13;(
zUEzlPZ}hKxwg095f~@(*PT)m;OZ4R-jA&W5WBS7F-|EX*8XnqC(1_<x1)>$&o|{g$
zCat5^)UE!4Rg;sU9XcY{B`@Bz#g2BvXgVU$Y*%~UZnp(shuSNQ56#5Hhi-^n!f539
zyM4wPi=LK8dj>)3TPI~rPsy?-<k6U#b@`BEyQ04yH4Rxe!qB&yQ3x&&)f2WE5QS4M
z#|Q#6;`gL$bk(nEGwNj@O{2B#i#Cmk<Wy*EQCHtOVV$#Ptn=1{bwR$my0Y<FApBs%
zu_MdacwPkCq1W5E<{HjkU<Vt$z0mSpy+veighn%RyeQc4gK(p3*e<m=Lca}e>0JzI
zprdbHT$_lR%vY~xxAJ_guX=6>;)8m<ued*_q-jmc>7<W)th2d>jD4R5?pGD=>()i$
zko73oVqJnf9>c%K@$WMJT>;6~lT7Neb-`K$PE(B2F;L)$P<L!#n&?tq8EVv{+o9+V
zbc3WCglBB|M$fA31-D5}pps?Kpr`hHWH=gWRzD>u-w4uPttO46{&e3cQz$2~o^AGJ
z%>?8nk^)nG9gtob#hNt?dU4dC7cgiQeEWPNC1o_$%cbvMDSe-n_3K_Q>XoU@w*qu@
ze{w%Hgxq?MU>E82N0CDGdZPv%oZi|E+Yx1QbB$R2Tlc5->JVyc@MEG#>^DczLBzf{
zYEVq97-~V+0BJdocs3j^H@0Sl{X(umPC8!8aQcEQGS_b8t#c`{Osv5U37VE_mb`w$
z(?q*%w`@2JXAf>T=)s9=>~b{I2#rO}4mCT_ZVP`;ivrP(94+*;mSwnGA|6LZp^<9}
z8i`+d@PJcuw*CU7{8^q|!~N4*%z<M$4je1m(t?$`Nb7apcd9)JI?q{uKi<-b<FGao
zC;1~aksal1K@9J`<Z9$zw3L&JF>As3py!YXTyQ<y@iaKcP%~Up6GqEYUoFGcnnDX&
zz6ZZ+)~WX`&+7^k(@fD5_(S4tXg4eXBuSA-GifGbcMKmwC9$W1{J)4=rV9T8dHnNu
z@*pWBsxXIXERBK`ev9`G76G^;T-tU`t+}TKA`ESJOWWLJyJ*l5-io!)YV(%o+i$@}
z4QGCHQ)_#^mbKJr<RVL}axRQ2v|+-@%;a11T%jbefIUqcg;#E?8$A}J|3{u<*l?$y
zV8Vwd$u?98ltvMo*!soc12gQfv7NJioL_vn<^DI}3K5-^kKCWJ8Tg^22FU)O#0AJ|
zxhApzBN9T-R}h*G%kUsFJ9CE*9Xbf5r<l?Ns#1hh-(^*AnX+v2D918+6F7}&i3!x?
z@mK@&CbpFAydHd(X@;VcDhr>|1)ZA~$W2_SSFj}0|M`S-9}`N-0A}rzVC}GdSJrmB
z&PvcTC~KMS`2w-`ZTy^saiZy-oOZBzMaCA|j;h!j*^FgxSq}b%I-DTo0pM2W3Q19g
zwr6t;%QnzYV*{lH!pwg!lE2VGOK3gc>%qeJXv5sxoOeCH%eJ1G_QJT+GwqV&&w(2L
zQb`T1Ozmg#C?$fLPO!`tWS+lNf-}-^d1bcU!;K7<#76~I<EiYqOah%JfKO_`k5njO
z%<P1&VMB`A)db{W+SU0C26R^F&oAQ7z0R}vo9a>LbNCw2oeLS}x!~*DnO~<J+;9Sq
zw(&6XUF<s^_Vhh%TkL5quiNyrmF=dvvbh@i&Xa4}NAJ9+y|}3@WTtjS^Zfe2n41`r
z_>wCP?N!!PL=(dyuWx1=y0kAObCTZYL}-N%*5zF$cBZ4Y%V~OUV>&%R<cq0;p2@Q(
z!-X~YOC{(<4VDvNFGB2MZrk}HO;VV#E}tA=dA5qI=&Ycsa|bX})g7efW+gQ@vvru7
zuMefB^Deqa67$#?x{)m_#~OYBg4ZhvUe8u$f`9J;5S;f!oi_;Jpwf-!iY{daotuC{
zNn9UM)dJo#p;WnINgWg8x=@-23`s`r#K}lLr_bEg9pL}xL-~@|XX~G=uf(ZH=TFmF
zjK$-HIQZX@jd1p#Pe%+*B?qcw2YH3JqZz%PF#Lc6T-xwdtU!SQ<rjhF?YMR17B=M@
zVRiPgV+mK=^CE4>K;;h`WgAt+fV^KI1O?p)sD){B{Eets#T$#%nk}e86K%&fx3KeK
zWmNpOIr-5%jPjEn_}5%A8(=ebl%qq0`TvXPREIi$r_A6-sX~lX@=Nll%TT~Xl?p2K
z8>%uzf+2Z~n@h2BQ8GjsY@F3{bX5=Rt_=kw1u@e^8M|0zmXZcqy!%rMb!j9%nY$Th
zFzEir6323p)rCr|65^7O<Yy|P7Bwcrg<apjl~yY5TzL~G^G4Fdxbc4V#Q2=d7M1&%
zHJlR{D>+e=52be%tVja5R8^T5KRzHYa$dTkgq`T~lLdV)2AR(&=eD0jD3)gI!w(Li
z$byqc9(;h>C=i~DQLpVQ{2K_(u75I-<R!2uA4!gixvp1+AlEaKVBLG71hr^~Lt`#N
zhz+tT1Sw-Xo~~Xkh%7hfZWe{8BK{a*2n7H`!jSJJHPMO!y!AaG^72sD<Xse^knbl^
z$V=%gjzWIEu!Ve?*GhH}Lscz9%LqBHz#g9-7qVgU5u%|5IDNx*PtnPuwu9431SOWJ
z2caLekXQ-LYsXOv9YLwU#b_deL6_^H0cVh{P?%|4@JXYQ+J5H^;?}v&>nYRrvr|8V
znF+gx%3997h`<iVAryP<c>Z>f>{o*w8E%fkt+OxOa7NnMN@uVNJeya6FPw+7e*uvm
zLdej-fgjEy+8is=X^pAm7-;j?=2?#O&&{K1ZXsdbu^lIlO)-}PMbe9Uq8B*nrOAOt
zXSHS?fEEC>qlsNoj(93YYE8p$Al8U$U`pZMuy1W{);VkU1tsl4x>BrSMu2=CMJLhF
zewD&pf<)MYBp^$HQOmI@Qf0h}=_uYaaF7sM1;mngS_9C{&1-j_+swJvZ;$5EM{j@U
z+DC7HmpO&s&*AsMxK#mYDAzJ4Dt~h{nm;jNQW<JDRX$}(xe)G5m9SGwDC<E+BX1O6
zEx|2r6nSr$1Z;!}RR65JyKjX`<N>9M<vLoik~tJ+=O%H&MhceEBcpvI^dK~Rgmk82
z3rGYq0ei@BW*PJkE`zE)x~wX>{dPz^`MI2j%X>EYgV&MqQi4M^&u*g?`F!_9nLi08
z%WqxWfT7Gs749G<Kg7+O!HVFUn~iz`nEet8(6~p@?HYW_g!5gsoVs#@><LFt?B`dy
zBD7YD?yW&%b3W$z1oFp0ITMn6Fz~?OAC@FND%g9oGT3`FLyh(44@*#sHas-gBZSzP
zf8l`Q$WW0722sHn>yVtGvtaD(`Yvv@<d1nCxxWf1BTLT>I)6=^p}SdU<(YybWQ|$4
zl3~w`{F|YST#yejD)LBg4;QX_drPE>>PkbtZbn({Uol^cg2+2lc@#vU^wXDT=-$*a
zn^Jaf3RifzpZfZpe*iE!g@$mihjXBZcv*Q24PqAu?kzjSK@s)u7`}_2wcg$e4$dRo
zVOz(c(%uT+4a08&8q&FW*q5gU`N79Xe@Q%0$4INOU|2z_JWW}h$MZA<Hi@O8W-)X9
z;viNFZ#=cAJ$>tnrahLqpr;UWkmGq8u@Cbu;PY!7`l&A^U!J+BUCmEc4h5k(0&ly8
z>wM{;#6y3gIHYkZE98HTP@{t!@Zg$Hj{S5k&+gLsV(#2xzR}RQab-noG?v@;)-rig
zb(k77dhV9Gu6N&?LUJPV?Y=x+F|#l0*i1|tl~=yPC=Wl;@0^`DbSOZ8(W&7_4!>9t
zUyhoYYRNg&YL|cye8ZB8`m-#O`bbN%jG$c7PE(5*Hihx`PbcN{Ypw#9Xh+tNimG#2
zVf{G$kMB{AlkQMTF`v%hlmhn`vwFrC=vY2ko#G_kCU=D6ESb3G$LDT1vc-Psxee`Q
z5ne_a+rYj_*#ZKaMGoA_Naj~LfF}`}THw{OTL)YKS9Nc;DpM8EIas-~ihx~vN#!pQ
z(NCENr7UU43y744`ho<3OhBctlqux%3tTtZvT<`1K{upLMRnYUq$Go{4CT@xfTMs;
zr3+Y{Y@4zRCL!r5q!C}<4`)7l`*(7@i6hFzG@K+Jp>dUR4)A##K4lw+?Cl4W2O%R0
zIIpIPGms9{QW+*HJBg6<&T57-yOw855bnQMC4oP!$y>qK29zTX%$cS6)QwqMp(sfp
zzaM3Z#g=4+3|gs1Mw#3hK<y`^w<Bc2NdWXZkqDB2vOIqI;PUvX)Lat24)Eo4I)rRA
z?jEj3lbf5cxCG<F<)o!~aD1ymiLydx{ysUU%!gP>5ga$0Qy-f5o$_~+3_!WBinIkO
z1=w((>||qOWO|YS9!OA1*?2<@R8h>L_NiM}^3{-~ec_o?^nFeQpWZ47teAV88K{SY
z2Z`{H=k6*T+Q_hANAl|>xJ5@YH2WZw*rR-ARQ7RSZfD5Ij{&5DJ-GtQV`GRkVb!C>
z0Cqt58NSTC-yX`me8!M?;gn}pR#cYpcvkdU!HTjua+=XcER|hHFSHde3zQ=(L^ByI
z>-{W9;~VT_RQge5&j84a#Mvbk-Y?niQd(4B;_KWw6nSKv7Eon09jPvU58iT^P*EGl
zV0fxh)Zn}j(l<HQBFW>hoQ-QCdiqvpCTT$o%K2A(BNvaBPNuJr+CJZu$5V}?Hw`C3
zAe=_uCy=IX36}yp&!?P?1Le@@_V95`ErZu8?lwN_@n_^a_&OeXEuG%@P%oC7#6@Z!
znd+&w=Y=>h5V_8^!}2&ifpVj+zKe*g+egbRjvnkD-u86qWmN!>=TwVu1h?o^>eZ8%
zMp!YP5I;RymovWT!KdnuxGkLi+7Vf|3@81ZlqXTG4t0tKqaYbHDJM<QjJB}cEG4j%
z@&m3gx@f6|KCVU*QT=!2tnK!qP{(^3j|u}wlB2M_^vqIV<M;Vur!IWo^L1SPHyz=F
z&xC3VdG84?3X4!C8A@MXDD{*;bp92#DrXhk42NX)`C><DvYaCt0x-$~iyXf0c|5t=
z$*-yU@(A9l$<w}QdA_M9SK;y6fdp|BPb-j25l3uO$34-uz1z2r%2^`{Jw0oZN9g^}
zaWm@n^i=V{SZ=_*eBmP;Cx9oo1>AK55`Wgz3q)jkI<BQ+)Eo*7ULf@ROxBWCh+;)x
zD-}JVn|46^AP9-EoJtJBT9h*&24@v6XDR@CJRYXEkvi~$wX^gKi{SDrWiya4K{Fxp
zV|dh;enLf0l2t)-+$|`ggNqhn|CPDRa<(UWI+&s!TM;p+9`&H_z@3ak{<IZ_y<lZ|
z8O=yw`4L;g^S74!@?jdu2w<d+cU}-r$hUDtZ|U);eh&Pc_1moycxuVO|7-%D?h}#9
zZle-mi?GdW!0eZ;u<Ky48vGZm$VA;}ZCYM{PImRwJW~R6bs_kkoD24FTYpziFZ`nV
z<9MX{Gq@52L;JM|b{&9Gr}<lb>ipJ5vGxL9zW^TyUfCPC%q+z0?Wl)h5j~CM_l~h2
zxCia=TDIGU4kV7@6uF8ZY8J=Mh;CDuIu{B8K$=tELAVF8S^`C;d-CCy;~Cq!Kq1S~
zaUUBuWayFNyYgiG025m3w3R=*Cntn^o1Qt!Y2`;?xX?i=)W9l2lpm;c#Ts)G*g&U3
zJnDqLARne%(DGEFRXuz}GoZE84=TLTn@O}!QKS03(D@M7-T7nMjz6?M===%Y-Dq}R
zpkmnF&L2_p`<+K=$a(tn2lVIn@h6fs0z!p3evipu)~yfM8NxaPSm*icJbj&~u1D4-
zyi!!l%~&7cMO70w-0!LjO7HVVsurR;884*5+zq@4{0g4Qec$?4B#-A6hY324QXpFy
zDXVHB|B#GRoXfYUad?phMZ?8iC)GtBdZyHvj;<9T){<3u(y0P`xOzXNz2)IDthncp
ztiyY?JVYAgrjNDgSr9+X#SS*L8n=G~;_Cb-_`Nm}-0i;#i^S6+*fyTI2B=-Bg;Qr%
zXg-!Uvo;;G-If!X@FCt7-oY-&^LV1VTvdbRx2p^5_%G~#e)VtFQ{;DGc{HJo{X0Kk
V?fg4^A?qeN@7T{#Oc6C3{|hrsiPHc8

literal 0
HcmV?d00001

diff --git a/docs/.doctrees/main/user_interface.doctree b/docs/.doctrees/main/user_interface.doctree
index c568f269f5efe42e6114163ddb5a99c80ce6f014..9b1a71aac5822a4737365d5c8ff1db0917489c86 100644
GIT binary patch
literal 102653
zcmeHw378yLb*{G2Xj+>WNtPMOlqGD9?3t0g+v6pc<z3cTSn|TN#Y|0i&2*P~y4$@-
z8Y2+{fyAMb7`sUz81sM_cw`|YY{~lw;Dp2pyabXEcJiLtLf9T81f1uD_n&j?*1c6-
z%k7?#Y`!o4teNTRyPSKrd$zjw!M@ioS+sZ&{pYQ1)QY9b(NVils8kD1qwTFIRP(J_
zr_yXc+TQ+(_VM<RH&C~aG^(w7-f4S_&>~+fl?!#J(mvSs)==|isoWU#`}a4Te6v)o
z1l@~$#pT8RgYBW>fY;Y7HOr3nmAB^3hEun0sWhGXw2cX<B^oX};2b3gI=+8(n_<GB
zr+dq5HlS#>i>G=669L%8rQUKM+Hr4Lxm0o5<E<&%%h}Cly)@NoVwJS2rKLiHR?wd>
z+l>Yu;_tqSJuCiNQE1iFhbcRMsP0Tto0iw#v}fq6c5!WSu(+zYskpSb*?aNsvHNH(
zjr+=_R?)uidZ%%yS*_i-t74bu8l}d4wYg@oTA9cbn(u4cQ>}8f)wr+TXx=w#mn!$Q
z(08IF@i2<#?c!N`mbRuCZPi*SucIxuyNafjW+RtllnoV65yUF?c`M|10+}1M2MT+a
z0Q8Fl=;Ot+2tmac0xQL{f&Q)dcMkq-!@uoVaq)a!>5k&&;xJ(9XP8!E0cEE-Q7!>e
z$tpUn2k4uLQq!4@{~E-zXX<vX*zq-1JOFGvATBr}I(Bh`xBP%TRR*1c<pfW#sypIW
zMfAR)ZATa9^<kz`q3taPNoY)3?LG{%Hwz_u(CB8M;yQ_V$>ukO9~5tke137{^9FDI
z-s)k;vg_4WrC>FSj>WKO%S&hg2<pkJy)b39>t`|Jh?sE%GmeNE<>IR*i!Wz2x)Jb|
zfT8XYvf+k8scGe%a=BsIz)8`u3lJ?0BS|eV<?EACa#0FOHaM7bgy$T=oFj5hiIYdN
zmP-urYgvtY$I04Vg#x3*D%(>|Sw}|4SAgV0$ym5J1q*Aj6EG4+{8{Ak-=DQITK*qo
zHR^r&gEt%nZAKc+xw2yw?51rwhwXC9=DkKKg4AY!@QcZ4xg-TGgN~Yggk~SnW|t`X
zT-NFdMW4xP<fF(*)yKOq5|mGRBN}OUr~C~WXr%rF)oOXlu4@t(JSq;lIhYU0h`clf
zk^N17U>|92KZeRe3Gn7F<8}+7Z3k|y&N>!MoR+pa?I9*RFLiyFrL1qDh`~pAaJj;5
zhAVuLK|7GtJzHR+d#yUaS~a?G^$=t4O<nlqX$xod8Cv+Q1`8t6-ek~jUJK8$y$~h2
z{uEHuQkQ;3%F=VZd4`ETYp^C-yKB&HUTa^)2IvDF3?F_DNFGgI|1y|PJ5vy_$|fWC
zfe7C}Y_K#!!LJy!n->ZO?kYJ)qSV(O0)`KyFFwt195{^8!^HnXgB8)rf8U_p{8qlN
zTy1u&Ts;H~pHE+Tnh`lr!|36a|AWDbXyt!r&`zy9eVfBx=<g2c?Jyo~hv|)IW8I-|
zZK^pOU*G8xqA;XA@cPQtyj^ZP<Tz>1ZQY3)kq#8*V7C!_^UAO@p!spdm#{A!<L%&^
zL3jO<q%Anf#VOuLI}&_W_q3odJ9Mkk;h6K`NN_>|+p9Q-q0bG5&T=c=E!6awglTKg
zkzra3m;%Sid-tw-y?Vqt<jgg!p|L|#g|W$}U-QVMCI5U_{rNie=cAL`ts|vo(Qmf9
zSuamoL)E(M=DlIkDpjn#c7FSCP7JlbSekB5TC>$cX}W~K#F1+KkYzWlxoXRDj@A&`
zXi%5gYNKgYr-h&9TchwEs`bXG?~ZTqR_QQnmPYtFP<BzUa)C0qzspM%4qPbT*Yg3S
zWlO()DL$xy;eHOf*F?q&d-dK@pbpF%cJAG)sFQ#LSl{3+w$!NfAqGbGYV?t;t6+Or
zhwWiC3d43sDs1j8__{05+!yO`CqVQ%9irDoASyf;5Iw3x^k@X4!wUdWzt8n*XfJq_
zNy?Q%4p>$spDm+LYBVP1Lkj?C9}A-z*z+G`0x4wy0xV%%`n2~3H4=mP*aCo<Qwl<j
z?&(i6fnB9*771=2D;hN<1N@!^0QjnT>8?PRd-EG71}SPEjqXph1MKm)##7N#?gXJ7
z;Lj2LD3Pykm&<d*A&q{%H90wpSgK<kDLPJha?*OBTAd|5y`$P{s(9L{rE6rlbv!aD
zx#=}s>>}s;5bP>rw`k<+Rf<#vkvpqd<qwGTmg-I+SHMpWimTmWO?W+u6TIj*z{pb(
z#t7>=Q<432WR&pUkg9(P0NxswTIcJV1AmMG5L;M(8KK`gOd@R$TN@#il!lcW`4lEt
zCccphbaW^C8nqVqVsOtfVg)s&XV@WT$zhrVJe9gzKa;vRGm0$EY2f37IcTYy^{S<5
z=A|KM8mq|7I-QjRw54v_XPrRUT2l#xOx?D3E&xQq9<7vc@F<h0raEBv0stD;0q$3I
znTtgpDM=~nOYuQ5EQ|P^3jot_S4vo6xVwHaWH8&-)}g1`*0esa3=&cvr(`;lKp_t@
zhjAj#8#ziTPUK_0^Olq^2~bgd3}YWnC55hSh4=Or>Akgrj_kdi8QQxazh&C8eP5~6
zuqaSSxwc{Us`7S)pYVoB5q+mYo>fQgXVkhLS*fx!k}sF?hf0+hX$0JO;baazU30F6
zhsYMqS@|MTi+Sum4Y+^hvX!qpb`$wEF%jBMQ+uS@csjKw-+hAMRQ&Fpuqi;iR|hl@
zeq>k{2ZX@`Y)MgEa^r;xGM2<&jf~KRg+P<@mV3=Si4icQH{X$BP@+j*Op;p~p@Zlt
z85(Os*+Oa7p3yVWo;5mZ@x!q({JCSgG_!-)dV<(?v{soBS^2~ij<>W`FSWf>JNmV~
z90a0JLW&8w=;Li~@p*0ceZXx4lIFgX=%ZlsZRQv1!gkL9B5T)UbjSih#Dc<xDGDlt
zIN0SQHsUB#%>O)7VH6b@5QY-6&p|VM-zZj(RLBE@5j$$#D5OS2yM=%%5pFn5mOUPY
zlX6zQg?zd-)NmYY4AmK9lRK!;VMo4NZp~JXlp4+iIuU@4$?ZIPP8raC@^#ok83yDX
z*eF<BjsXSfSQP{{;RjTY;3=ht5tnO}kRZlKSl$4<BvzwD`*qJdlqk{jo`=AJ%RUrQ
z2E|3*s+t4dtjtUtMbU(A*k=-$bxuejxgV$TsoH0QcV;4IC@isp`ilrmVFfkhEn~pE
zrHv*kI{NW*1dJzwvRWWk2E6_hqot)Dz2#UY4d9*5oC_CIE756lkxHRTU$x!8#aLcH
z+G8I=nbcD5wi2HaH3S2fn(c@9>mzo((*7mx+O+F4PP3i1dJ_7N(V9i&jpdVt741DI
zOlXt}K5=uzFqoNgCLAc`to3<9nNnQJ(P=^;@~M?H#n@70wxrlnAMx3>que4uSn(r(
z?*FASX{QnOq%@*_5_DuE>Kt9Kd!O6qRBI@GXf;T+H)^nH3Jt_N5Rh&)S`-zrj@T81
zJF2WGtp+8zDMSrBhm9$rz)O`z(?(g<Fa=90WPxGBDd$^dR<YE0)`6jfjyBXPX=<V4
zLu1P^DKfr=+HV=P?i4@_TPWOtkyofzoZQr$+=DE9l+f4(7nObhRe&YUkuN<@7x?sp
zkI@pJe(=rnS!BQ>Zf+TG;w$JEmkwqnN{BtAX|fIcCD{b*K^2u`N^80pdQy~7E^p4D
zpsd#M71d$(gR~7~GdjLZwpft-Djz8on#DGX5}}qXv5d|51)uqB{F3PaAA+QELduTG
zk(PCg#7m;xzZ0|pZz+;M9nZP06zo)=>-b8`AT8b{`3!$4V%#KFaRdG8ni#_%#&x{@
z@IIuAI4$s6G0D~3)ZK+&5mc!}*W&8}Ft5|Ve5n}WKKj)Ym@nbEy8u&Dteuv!d!>Nq
za)VJX6-@=7Fm<P@g-%ipxmTfK7%xK^xVj*~)dd=^9ugD&BK_(bSEC^5FQ8|dS)h^h
z72Gr(%w?oKB&6bl;=lhcfPK7YVBgd&uttP^xmZ{CB)L#7bg|}Jx*rv*{F9zmxdSBm
zpXRIlkN`bZ%9dU@dWi&-|5gO~tN`^hJ%jqU-GX{z338EK=i-Yr8TqkT<&Sz=<xUXf
zhvuvNJ~xe%k)$0$6EM;F#G>fp07VyTD6;yXKL*{i=vUWj<O1{@L{CFCvXPtih$7Ls
z3lya{JtkN~=<DRB-ZC;F+IyA|u?9t-jRs7yK{S;%jBsr5`hm7pAHAhwjiCZ#Y!bE&
zza=p_Y#|ci9Cqp|;2?5puzD#h5Lmgsc}$k2D3czwUV_pM8Dz|<FAxBk^OJZtUNlLi
zB`R956c8v@@c1JrdLY6J?vpUs<(B2Gjlj%Y<$fK}aoNP3paF!-yF#u_&BGq99hoD%
zWe>TZ#+2TY+8kb3sLhQ4OP$`Wp9DL|Ocn00TPA^b>wbmCq&F_4GkXYKb!V2Q@sga`
zhrEH>9IYMUp7yx60w4H|n)bN+H5yp0lvqXcW-s<p3gU0@?m1B;R`@-EbHp)6s6s|Y
zUoX<4ubM(;(*Hs#=~Gi~#F>o7KEcSreuk0?!P%YMn=IR)Q{ZqAk)*J~&VQHA@mo5B
zpd?=t;>`i`FzD$N295M=yYI(T$J_1)@ymS|)~826B}9H)<nmBe-%~0OKyNd!n<?L!
z$cg}v&z%whc-oiV)VB-*<QJa?^4^z9Rb3!OO6BW>eJav>Z_tsW0b?N@`JMfxS&9a5
z;Vs@Sqfl+DT%gz|dEN+sQb3f|B0Gq}*B-VU^7=|5THyQt98u+{LT*1t74}n9fg-{d
zzjDD5)|;x;8B8Y{aM(f9#8vY7p-n{!1}QZg6&jP1SMR@b@6fIb#&%u2eR6U*hrmP-
zX<)z_tyvio@bf;1G*f7yZdYa;48VOSCzW1)>+^oqnzs2F02W;Kv4G3`q>;X1c_`Qj
zQBhh-E48O;$*jfxDl%a521MI|zgH0ytiLYoo=?>LUN5~faWD`tqFj9+Gp3rC*Zt*r
zt$XpP8qULq7^uwj^;MeY&^5+A&mu1rXIM4xQY-}&5sgMDk;`R4bQDo>>J<9Kf6<9j
zEqEEv+Q+Z4T7GrUsI|LQr<ZU=dN;=}W<ed<hwT!!0n$*^>9Acd@u$hj!Zak>x^B)Y
zIMa5k+#IHYHO>?X`>E2Jt<6oc(h(18$ne+=JgGZ5yWFUT$DW+5)Br4HfhH$w1sWS!
zT+$+?N)6RtNy{7NHk2VlR;$#=*{vob`AwvnD3aO$9`Z$zPNK2=)k<8T42_^B_3Ljh
z4W}$Byad{yex16H6D|+VQ6_-jXO*>KV(Ms6wlvL2aWR}9fW^YL?b_xq5)rV5HC?aH
zS{Kkrm-9L*Il}9`Xm#-33&yTEs8LTqg7h6T?+`4l1mpJKBK+I6al3eVrg6KJnj|_?
z-59q&WrdNfTT+bM)d0fWxOI<Vrg8T;|4g@MuZ8Fl7Fm(4$2Qn0S(=b1H1NmJu@v$l
zygrsrsfrd~t%hVZ^rBQ0>*j{0egmlQIx$kOVDwJZ44HUaE>w?1+>*kyf{HPB*}O2f
zAzr7cIlQD6agc``%T>B!WcWiI;oe4o3$L<|wWpet7dD={ux_O8R*aMu(nyiId(d@0
zQs=LXm{xNkLn7D5>R2rvz7OeV+Dp@w+v?Cp6NBOV6^3!<1Z_uZ7DjPn!BAZ79mU7z
ziDJ35G#sCiunjAGc!^Eo=n%3tA)>UI2O?UjsbLw-?Nl^pDYqzpxD^^s>g<qAc>sls
zi2#&ZAp*)f<^>A!rCC;rn$I(7or&CxedCYjwVvPkSu&?I%>Hb_ok`<<-%^xpyA&3o
zS}lvvC+9`yO{`H9Y*00mm)<UO9j8RiS-GH9x|OTu<CXp6yjFHvVEHJEISAx<ao@(Q
z!pudZO-lxMbQjJ0#O<m`0`DLC4g*!{HIFzb)@T;tSp|NF2+rV1vuM*>F8E8GNr5O3
zYVW8{4n<4K`G8SMZ>FF<YGf-j<oJ<$!{HaM`9SroUo#?(P!e$?ft&Nr8^8U)dFNR+
zAj{K?e#e~O18=*anvZM$wAUaXe||4YF_HIthZJn{lL(I^pS~P!Mzu1d)joLrKBc78
zECt=vI$2nj_NRGb(VcWLwHC9pb91gC4=4dL?Gdv^GoiXEEL1o_49u_B#drnmxbzyY
ztYjhw9H9x$2*H!K<NUQPS8svHwDLs?V@z(j+TMax6d0cir#P!b<$mzKujcRkP^Fg3
zI(d_lYkz$YOGJ6o)u?S!%T%1=UE9NWA(WBry(PkG;Mui&4BSKz6VaJ>xj?hz-4z6%
z4FDBb%)ld&QIkUfWX_&17??m|23{9OMKyyL|9#A2!d4?fg+3!l@ca0)8ku3gwkz2E
z5NQCr9x8Odk9b22SY|S_7d_8nl%!*Clfa(bvsBJDIaA`T+K)(@T^C!6#76jGpdH-2
zn85A^FPtNJY0!gnBrgtar|0`7wzezQod!aVRG$cO*8m)r5O&o^E#Q8!fNB6vH#L3x
zK?b=Hq}a|thFoTh!7gy@-Ax^jh8CjY?m>Xtd+lC736>?&`STme>Ky5^juo5MhjDS^
zEY2b7Je4rHxN+d<Y<a9vqXQ_Bzy_B%^}`Mw1?aw8Q1+dSs&p~AR^Z~d1XfcEkor(O
zF|t!Ko&QO()01M-kJ7KiaA{<d4l=fPft@~l0>BNb?HF9W;_mYT+|Tw5?%#I{ZmNEh
z)roI47}c*%^!fLA2iNsdmKe}=@lK`q-6bnnQ!k=lUDNa)(DXkHmgBSFzjM>LdLmV6
zx&$XW`B6jqQ!(F}0?;#h26P>IrbP)!thxZy8pC@%W0O}`YNN;)50MAR(t}*b&asOQ
zZWlqC@Vg~D33w3_-K=$d`oTAF*QXzRqu*Jrn|J05Qx}c;V<-9el+o;E2Qo_ZJU_dA
z7)?e@|6@V=ZYwuku9_7XTdd2rUrl>YDq@mU5uH<Xr};AP;HDXDd!b@m{HfTsMi36V
zm7W1Tv=D$Alr)M}o={?bly)MYm@##@ztIzp{u{8{HpkKHxM>D4FH*$BpNg38AqWTE
z-|ZRDcP|8>2E-Jr?1Gr-P5t6au^lBhmBp9*B8FdldE8)o@QW{{v8fDswJmIeQ_PwF
z1{E01S*;qqips&Byr1bOk6EOX;c^<cSH%6gAnsRtBJM%3g@pg48q5F69M!AYtsBep
z8>vq-mi>`>HkRGr2GfLnjYJ#SeLvc|A0RGMX7S*F@m9Z)o2Ki7472z`3<2`*q+eZ|
zP?P96ast3jHj8f&;NH|TxYu_JZnDN8nq4XUll2Cp`ew1uUkhOt3;WmKlXO+@+r_n>
zurvjt&Kj)8H#c2wn$ClXcJVI}goEyDdIt1W3k>L`YV*XOO258E0Q%;h0sYNx0X5>g
z86MTtjSqIDEX(x6JuNd2O8&9=GCwF_Pxa}SBw41PAqa8gY0rRuY9RnMFlNLmPbe`n
zEYoLu!chU(ea0L||He%-v_O(&x-Q4WJdJ*Jy$2DXYthrtJ5C1FfS96l7sO0&>RYB_
zM@ViOXPN%Mz!p!kOw~-@DiN?9;bf&cj9NbTBh4KJ{^6+g9tshsgsoTa=6Bw$!^m(}
z>oPzRd8$<Hoq`+ocf}1<+`ljA!GY^yC~$pcYT&wp5}dk?8daH=LZ!;+ey3h?8Yr`8
zkSP~5($yep`{=eK7GnpCiK`)BO{FvefD)wx!80{AhhW^uVCgYeKRH4WaAIfiuo}+8
zhZyJ-OQjt|>1sqeseZ<5cqt3vXUuP;t(u?VkM!L68NbU&NoNJ$#(THGU+Pw!;b;6A
zh5-4Wq+ea@_*wM)$O!;9+0Xc*0Qd7fgZmHNf}1Kr($9FO!Kl8U;q%wY@H3XI?1iXR
z5cQ`9>+yN;S#FwPVI;-hUqBEJx*K~2bUk_+S{NpPZdLJjTnuL%g1>;^7yh0_A$Zj{
zGYWrE>eAh-U{53+6uu*S?LiQph&r6zUIyU>u8dg!8A1OA55lM7B`FAB!!qwQU*;X$
zG=q1OT%8(0h#-8=fF4>1Kn<*8vC0!l%nVoOH+sU+{lIS997nI?rWwRca&_KA5F!ZQ
zGobHY2tW;pDOTA9G1Hs+u8!E0lAFf4I<GR=BYamU>;Z&NK-eOK@LKe}jyKE>(*a);
ze)sDuVdk4ORsPD?1xdf!6G@w31_|{^HHrU~`Dh_b;`xmf3cU-Mo;#CxaFy{czmc1!
zYk>@t_(BW;^6#WyU7N&5&~xMjfSYU*-y*=hsb_Gn?-tx-J)wu*4MvrrcfnsL!z8Zt
zgeAJ{XVzdnzDewI({vt84!skE2)*|V=&Mc=pl=a?zPV>Wf3sUajreYcM_u^Pdr!-J
z0F?Y=^JRWez@F;QCx_k%LWJIX2J}-43}}+A^&J7|KlcpiH@gM&gfdQs?VDTO%Qo^d
zP_iFA4Sm~X+%!YuB++9FK{)7IJp;OVfdNfQ_FW+Wy{u<IFYXr5E*K}hsZ1&GPM6#?
z&d&Y;_eqZj8razn(Ai)(FK1iRD%!Y#8?S-zTOssn6Yg$jQyaGiHLNn;u%TB#=nHB=
zFHZ4`Bl3_8b-Zm(e+_CFC#Q48xok%RG;m;9P(O3b2LUCC&jAq1Gnf{9ROpG1UJg-t
zPCSDaGw(up2J;(950?8QJ$IhLW9Ab5MuET7%{9X__(S3tywFI$y7mlSiJrfA0>Dl7
z4E{=h`&7^1e!N?7lQo;>8T`7zsJ>_5^ViAn41UlPmVN<5{hq;ke9z$9+%#jKP70O}
ztYPl!r(a!j9|5`yJq-<tWIzpKRHCyHFZ`20$U;YtclLy%R|7{Q<~TZ!n`RI*DSCV}
zK{)8%*fXHJ7Z%VSGanNKe{Y!&J9X))nU90nYY#FXMAZM5-Ckxs1W`{Y?`Aj*uSvyA
zQs(0|SmvwDm-!$!&EVZ6hv9L8aL|3MXF%V$5P%veBC*OYh?(BhH{!*nl-xAVh_4&$
z5lKe8n#o&@S9)+w#fV?BqYnS{zmT;&S(QOlgOgGjl)D2LP>0Kc^he5){zt(HU+#(%
zs3zzOK@YA8dTppCXwNR(!UPDUBOx*a1*;?uyYt-)bqZ*yg8R?#CL>*(#7FQ^X90fT
zdo1Xf3IX302>5oeoNiu*{S^%nCpF3NEWpKtXLq~;m{<|7Uu2=z_s?&n5v}gVAL+Ss
zCAO|LwvH@rnyx)FT!}FZ0rFo?zq&T&9!AegP5`*cuEdK4xVQHV?rq(ItF&HB>6)y&
z*=#VX?@IXmbuwIuqdj5i5fHUyupZx)sB_bF9!yL!JWLP{y1&{pps!tEK$FbmcM3qC
z=o!$rbqlBw-&J|k1y3@3yr*S83Q9g{zRZsZ*i+*miAjbp6NH2A7kdWua|;aU#p=Zn
z{HZqPe-(iKuxCKO-z}gglyNeAhSN^zWgDT2;kD>#7!z2<O*1r3lFx7+K{)6R^$h4a
z3k+ydl3|ws^yhj8^r~(FJ)w;AW9{{5?Ggr;pAWhdJuUO~pyYk#%X|qpjbj`GA1=9b
z@Y<9&qRKYu0xF!FFj}tW>Bxj(%RfM2jDKISE&dFJ2MG-#j4?_DoE@WRb(~{JU(m@4
z7tqNH+m*`UivCxo;xjd<@$zhh20;xXz{|4R%b<q9VHbRs-qiPlg+-OzG|mrxhCL6X
zWLDTk3>S^<X4eoNU#ni>v(Wu_E{5*CaObdf@lH?~hnF2GmT;OGH`R*E#2pdMYVh{R
zDt$0TPcQr&7=K@cxZwk_&d}cd(BY78ft((^1){!HvoZI4I5I&xp8WSg2r7Ob#L8T8
zuswR&ZDZD(OltUX0dKwmJtgf<s#p7YM#MsRweuTEFP-y8dhWd1MW-6?@Bbn2mueVh
zc(rF>HjsZk{p#AQeG__~b^^dn_G(83xWhezyS-a*Q$<L6wg1k9NEd$JtM&QoWO%iA
z_JpN3gQ$0yW9fEo8fPk~-9FK)oh1kd-9tSCT3ld2lf2qr5P-h2XFz|xTR@HY?lvBE
z!M)nI^|Z{#LCLq6FY_@0d#dtE^lJZ@AjB>3Jp=mw1qL+9tNpY9^ly3w^po8JdO{f|
z!>j#%Ps@A@DES@pWqymBW@wxwueSd*W}H6y)%AWyfG$B#L-*SV&?K++ECJ}Io&i0x
zTR=}J<79ZXSM{{a{|<UwVZO{uxoHODB<%nP2tw?PJp+3C0t1?)aSjPUOFaWR-7TP9
zFiv_?-%S-JQgYKcH}xM3EHFP^D_x!7fH5_bmqQ}5GgnJbWp*_yQA>%@ltk^u8|Z`x
zI<$;0GYbxxZb+vyxk2Cyx^EXGers1GrX=p;K@U#iJ`qadUU{HO=kbfuQ3V*T7dzyL
z%NB?E`z_~Qy@jrDY&v#<&f~|K+CkEGx8WE#H~U;V*jpdRKkHk&YtDVISm=8Ku)9gt
zzEfN9Np)*K3UC)DSv$XxwrI&(f28Nmt^Fn=CEZ2x6J=i$_)E16Gu+z$B#s$$pQT@2
zZ}aa)&u2~mxXEtq`qLTQ)9F`F;GTk>hE|EduF`oa$=d&8fCS&I_4(^$xV2aHgr(mB
zQLiw^(xu!q!&XSD`#eAp!dB=R(AyUl&@Cd`ey$cMH#nyF5P>g3>@N&;)k5p>2Nlnz
zE<81+Udmp15Vs_fPG`55F?B&wBgVgoM_q8g`jJ$;Bozw&E|&Rg=F9X1?5Wx_(XW0t
zK{)8Xt7kx;SO`E3l1yTiCzO~OzV4@c!qM*myMJwtqfc<t3^kPG>wb$M9CW|gGoW8v
z2tW;pDOTA9G1Hs+ZiLv9lAFf45g#_#@q9NTY)d2CbrSE!u+}Y<g*m^G^u&oj(sO5F
z-o!{TvM{d~_)FE185ZVCF$9F`KKj+Q$@T~6`H~X=ZnA~h65uv^2DjENxXFU2y;-!&
zU{v42^!e*#SeTFXgr)a^sBbh_kMHIDIycQw?MW8q`v}58_YZmo^gRm<Xj0hh69Uk`
z>>1EM?-o!azI&8MU2p^MTRkoF{h;JG%$NC90eh<QN;L2muV=>jY0rQ@yAXgH*aTvg
zCzO~O2Hp^%s%zE$0TA;X^fdIww{X)8Es$j3T`P!rP0xT{xe$OF5L2wO3u2}>^$k3+
zBP2JCGw?PWuy2xqr`??R`*+hdi|W045j3SsPVxS|QxF#p2N##pd-d9j_oBebF5|Y-
zDaXIVqA+URSgmt7)UM>6;hcPt|AL*?)31316;h&C-lh;O4H%3*IXQ$9sx4gMwgqKW
zbWngAmp)yzQv_(~<lWakk04jYRL?K4Ai~XvOoc1Qa0PG}=Q4V~N`I`D$F*X|BSWTJ
zs(!5)!NIj+>*L89Bn7;L1~F?%mKeP%?2ph>`Z%pA)yLcDUs>pkPzqy2WeT)ouY)!n
zX^yP?3FRbG@+TYa#O-$@1!uZc!MkG>99AJN#`6PJNnZzOa^Fr=7<Av-4KesO$H#*n
zoICk&D0lK(IEJIqL|O;$vrSbGJ3;{fOq*_W48Wvx37^cN-TDZnK^IC>`J=dDo^P=h
zH@x#j?6?*-C$ELI3kBS<Tqo(Tm+YxBu2F{8m~K__%~G|};A!!#jepG}Roo^!hhssi
zI7P%NHI)vydS1{fw)W;Z5a{rp0IPAQbK|0W!i<!zC534<Im^_CBHfK-isodQS~6^@
z@jUuu0#T)=K~$-!5g4LR%nPDECcYZd^B<VNRV!$4)e345hU+Wyf@^$%IWdq&Z=pwy
z!IaWnF}aQ)n*0&;lrj$Pz&*fDr8Vo+NvJ2vrAFtCokPW&<n=`NynFGYMR%&(s3s@J
zrE0>4T%B_1PI3spZ5=K-N1Xa-E;l-A<*Nl}WD14vhsMUN+FY|(t>ki+<+rh}whoYp
z-^D$KwySSOl|r$$vM~_MCg<WyWDBKybA;2k0s<Z!N{JN)YVNm>S$==1K|*&>L)p-r
z^q*h2jWT^MwBN3Qserk63k|d7AONR7Xl&9~WUK_^LmAQMU;#XkSc79Xa7zF#_`>x8
zXhvOa)e&kA*I}3KMuT9w)<<J7&ZrM;XmyFuvqBlt?787?Xy^Cd;H}hpDRB!w23IZG
z5OyTOwghe<2&kt7cp!MD24*=Phzw?=@dyIec<Us8=)9<A@Z!IZS%aBOJ&B&r3T->!
ztuDhfuG{4a=6LN^?R##9@Cbr-@O+fcl3@e%$OR=Ze25=p=YSja8`mYbcd~jEhTizR
zOD2!!@X&IYy`$jzd*y%O)VGPqK9Y)~XPgGx6^r1DSelXrPhCdm^-WjnxVHHrZ$;Uz
z%(UzoT;aT2X!^FdrdXOOmhrDSVb^CG?c;o>^A-~D&1_@-Ss*^?;&vn2JrmjAwY}-L
zmn>Sew^}GoL$5;j!cMI>TQzICRCcfr9f&*<_mA)6-3Zr^*Gsh~y4n84i*PKRqfWj>
zmhKVwz|LWZ@as!2gfL%sXvZA2FfLA;69%w8C5=Bh`LY+)>Q#c^_zp6NCzK+u&51XG
z9N4gWJM5$Ai3Q}~0oScUsm{0H%vnIOH8xwtExdS9s8z1E8k5!#Np{|@SoxxpKLq2~
znwrCCFS2A4Yh=U+U~+OhPSGoud1z%;^ODJqu2h=>Wx|!2oSXn8@}LVS4Im=Asf}86
zZXQifPJRx@Uo`93iW&Rb4D6<h5ddAoY4XW^m|(&NMlemfm9W)HLn3di)Ai~sXjrPv
zS-3E>TIZEC8~mL=3pB2;&k#c(7pAf0Ab;PfYGUmGm@&YRGd9MZ{B`5VLJCt<`~ZpY
zYskML8<iwd*!AM<4~Y>r3b5pk&3R)I^ZL5ZOKuPduDhGWYS7(9zq$_U{T+H<%~G#y
zhI<~vuJvES^ZXT_z)WjC7gW-Ws^?~Yu<Y#-W)B;lA?+Hcg{63HO4BoHoxC^R6PYr3
zm!vG9ALJr9**slAFGP~!SEG9BS>}q?g!c;xe@?-##${*^%?sMWlnqHu<fS%?Tho(E
z)xEdg+Q`<%iwY6aeUMfm3bj_q{Y}l!3w>qkLWkT>V@hvHZH}#z5p1SyCsK|iY4viZ
zRWez<<p>BCs`<A26&iDZKh4^uO563&)$7ND=3EVS&{CSlTS@W5qqTA=UuwcmqOXtG
z^-B98_gLSeMdR*q{`oZ;OD&Fg=VN%}+ex4CvB*5MA%62$2=S6y#L?pGu$`on?`=%7
zAS9=)i!(6P%uI^6r;;K8>w$!fbfs_A)LxezGjY+!hLBwN;t4esukr))TIGEw(!f%X
zdM9?COdPJ%Y(0s|e%~%rP%=LMa$fjctQXaP9}*P<TDps|M-w$+3AtMVQXm>fv#ilX
zQ#92M?KDCY{9W(410b+5nNa@+SV_zMD(BF>5KSL)FT&5jCv-2trw%{xiy)Ve^v&9x
z=-zenH@5}b1+VJ5|AP5xFQHW7Mt^ud{ad%^6>oYQ;z6K5`j2QR&D0KUS{_3C>4EhB
zh;&chax_bV=Hy)<Hng7!QF;jdlrzE$>JFl1<o9Tp6Q51+l%4|FIxnc!#ra?wl=0uk
zKy9Wz{s}#Qz%)un-X^d)nhK^*A384hk=(;uK~a5SfGoG`_EafPHV>?h($RKtxwpL0
znx;Qp(vrkjKc={f$_)5w@X1g{bOS{sWKwb@2xVyb&`=8%{YHyz2iwK%2PyJX%we9$
zg}}%%YHRtnIzDvJIf}T+NTWGdMs0!Jv@MlV>>TwpSTRBrIj%Go8g)vIx*X;sa*7=T
z6jy1zS3$s%GqmohaEpCwwEsZ0TAs4&il4-{c;nxgY27V=-Cc)42}Sf0TQTU%i}?<~
z3G|nDn?EITE0rd!&W1H>R}dqT8B!6-DmvwwNOd5Cjg*^Ro_m09O+a*sB1Aq)MZy${
zaA5}x_6zp`TFIb$G+0nKueW_qLj{VD^^M`4r9hXjn5`{&*w%-(V3l*$RIAxUniyp!
zVyS{Wh}Fo&A9CiVs&>6_rB!P+iq_bnDTLK_m79~fA&Ro`$EUp~5Q?i<d+q#oi(+5-
zB4V4!@l^9I&Ned^#n8i;wt#QSWxPQtpEpajT-ly-%G?^6e32uvYlz6zkk-b_k$?jf
zoSj0psA|nP2%U+%kyt>GrOFL8O0%W1U8nE&mh$y#qdMKRZifixo$WsT0_ONHv}kCd
z4gO}yBY5?axrE-x?1fL1fP2@=G3Uc~WIp_IL@L~?byqB>SW{ZgOTniK5H`jhjf@fA
zblh7oV$xl$G(B4qea!l5V9$SG3L=S103tr9kr>2xEC7h__!$w$K=XM&D-g#JS=*1d
zV(&f&|Fk_^`bj@T&(|;ug?TR0-t`Tg@Sa9Tr={$$7pNU};O6SAW6i>*QEcV%_k-?J
zshp()BKFvewLSLZL0{fue*%C8yfYfDsYbKZY*DSz1YEOH1(yv~D_SboyB+y}W7V2d
znc#i&81fECdZD~wbaV&)m*J@$6ZbcFOq8%mH+HDjqm9EeNNSE9DHWQ<G3&ye&MZrg
z`!2+K0$20r7GlWcbF-J)P$OPWLDly97@)Sdj3M%tw(6y}caG6=+V1-S`|-B>LHu(6
z8E9>gRryW|UJbgRB{Yj%-@nH>jqW$lK(`Uy&uBd`fTR-)fPcU@0gmns$k2doYZn?t
z$7vc9L+fKkk{b+3VlZ$PVNPMfXagmX=lnGCXx(XnVIuWy3=`>x3gyqn5@|6yBoXP^
z6e6*#G;p<-xvZ$xW`r@2mFyw2NRm@SBoHG>R#eAMGFTBZtj1?wR{k@V44YEO@SiDU
zc(IZdd$v|~%*BM8n-St#Qwd2OGm8={g>di~38XkTRW5?r!y<8Igcd^qE%q*297~ML
zl8J#XDb%=|sL`y>%#@u8+8(NA1PS*rqsi`UnwSlnMV2+;VG<~_J%KXe&YgmCSA;mb
z6>*lt6X%W;;w(uc&aFh8nq5Yzf{~c`O=HL*vi#wV{i<wwBo8P|?4);5Jh7|y`~4Fr
zuqA;4+N@!@xIcpWmnzgRi%0!z3hI}IQD3}HZs%|mI3ydCn|gPLY^+g`<#yOymaRoE
zL||`>OD4xA4^UKN(&8vQswz=<<9q#fjz1JicDXte^_WlWJVPP!yI-b#7VFHACbo&B
zN#_0&I?cl%dpJZu-x7m%dXNZ-*fo2Ao2;iFd`A+3mEG-af{~j@2y$uVsKw2Gv3n@f
zyCzI4VfpI$NB4~c6=7(D*T)1^ld~`RCLd}!e%STUv%D*6b0f?diFw}Nz*upbT{=4{
zdEO_`Rm=1CiHW+&^!lqKOIf9P_x6)~5Du9tXJ<3B@;40{$I!>f)e~SH%Rm<eFDX(z
zhjuEKN{*fq>bwwY%{V=l#!-@8_Ope*pDcVS;6kQFSkIUC1OY#3b4G;yCx*gKwsj!v
zOX-8~zIr$Bzl1@Q4<<yOtn^R%lv!Ajm!nFNbVDM)E{=vVg8y}bO$h!<jocCO|E9kJ
zIoEu||En0QNAdpwy3SAhLu-sEfdNtigw>D|NMZO+C6Lls;{%CBGbO-aJ(Ynp6D4r#
zG368q@!!vvKO-}dZ`JEgrCFY{Y`pG8H$n%g3b~n!ojqRG-3@07E{cfa>44f~-zEPl
z5XH0TLwX=Yt)tUs-3CyiLP$Q^MgmdpyVvl(+xzkr<*#8q+WSZvWZkjFO5)aaSX7!U
znXtvB{@%b2T4-Cqh23ykMGlb7yUEFhgO?EN6%-H)t2oGjxL3uqz^EY$kXIM5z!i!G
zdU7iFcJhF54X@FeV6$#~b*xosKyS0YS9Uf89pt!@gyDh&6ypSV6KLDu_4`lMG;C)b
z@Bx$qg%zzHStaG=7dg`Gth3^ZaiXA^DV<fsU1L0MDhQdD$5@BQO_uBd_QE-B=X>HP
z%PLSd?r^D5nkwOap1BSVYZ7kATL~NYw-|C5xuyY!9Z($Bt8@HnfD=(Pd)dW3OmIp~
za~?C9*?N^$IgdHctQQC+XOvuHM&s2)<N5;7ct|<!ftx}ZS)^H!A}?6d$rYZtmQvql
z*pY=MLiU0o*~u*q$X*S|{`zk|yomqvx^~TfCx-CsU_Yi4{w$?k;&7ql-aAXFm)Mq|
zk{r1^0<R$gzoAzGCo_?^952HlQq%Spk8pX(E)hKy{)$Q*s1e*TWPnsL$Urg3E$Pv1
zE>j8TtM*WSC?#QaKucKNfCDn32`m17(EYSe8HvASohA}icWVi&zYh9R!fNlSh`xj~
zBD*Pcm9N(3Ov1a=E+%LtEb~w@>Wb``RoY+~u?{-Hgo?6b6HqTqh*rt@!l9}k06|I-
z4!U0<gt7Ot_w@Ks)pyZCC%l$>LKiTt#Ca6eHxR08HV%k3!8JEDL-trUvQtOP!ge3`
zPCz&0KQ?_C%oxV^suzUu{fxr*`gnY=K#wGRuTR7GE@thPQGO3^?wR5G@@!nEjFpAy
zrRbZ0=d%*<?9Ud)^0o+;*Wt6z)n~+Gd20%m&q%{EE09*DP&Hv{YG;OL0|k;cSQes}
zQRf6qCn*p)Ul`TbMNqv%q58~tR9};V>NC?&eLXRB-7!NowTnS@T!O&>*9oHuhae-n
zu#7r)iEBAu7}p0QxV}~4dN3Z>FG<1mU>MhFd4-GpEs`w6-Pn5A_-{C6ylRX0T<J~S
zpu!IYV>PZ7>~H~Gg0|BI_!?<I3Sy<B(WQMy?s)F^>4S(fB(ZD!e)qBv3gt$JU8_vc
zNyC4X?LYICD&v2Y?LqUN+RW0vQI=QAxg>kfBI*?Zv`GlT@fRm_U^u*drQDN=xcg{(
z7OtJ7qX;4Rg_dEOcaZpDnx~V*KQ$yVZFK>ObM!%wxXV5Et>~$28bM>;DIX#5B#kd-
z8h5*3Md^!~(%tq4(Igbz(ffr&?_b3N=1cDjk73Icp`zU_@$z|?s<NmyS&~0Mc<dze
z3;f4fl1zJTK<0DkgCKKPTl`<3UzEtaQGbY_kVGC4f^51@Mcol0$EF=Y8#!-xWVMK_
z?*qv5CF{AzXnz)Ty%T@25aV1NP?*EP6dSHqIwbZ>gso0eUgAH_A|>tR0V%Jg59vxd
z-iG)tI!0;9mcUmC3`t9iX_>Y*MLvtkm(~_&m!o$_v9pO{UjSh9rPwy#mLa`+2TX(n
zigg5D&Nb^77kAl5_%zsS$!rM7dM|xQCu_X9vTm@GtZZ~F!xs^<rXWCzwg|GOwFPbD
z=-rWZ3z2mZ0PBgY$$Pf@acq9>pW_F`^JTDwcW>n=tM2Z>aIl5W`xJ2z-3N>bws34C
zE!uKKMO$)QB@hj_aDzejGM_jSeOcj_2efd@#X(;Vx10l`G#qZZlT3KB%qHxHd3j@~
zLyS=$6M(tSz)#h|NE$Um0eY)Luq9aeLrK1C6oRn1e>bqH)Z(CfJz-avGuz_L{rza6
z^NAjt*+vX52^6J^t<xn`X<&{=ty>Z{L&1OV<^>%)i&CdcN@;K=&<h$lHl`CZ0<APm
zwR(hV6N+lv<Ed6jq1yH|s@+0Vo2ge@wJD?crQg(yItFET8RKP9q~GtKK!v2(zBX$Z
z^S=_o`~wQ}=f`9Ip%l!YpN4tXV+|a1n=eijQAqF9O~OB+4rWv^&|^lUX3=7GXp{ts
zB<ZnG-%g2mSA;IFS9BSPr^|1p&}AfzE+WQUI$Sl1de*3+868Yw%xR-#;lGbzNx*xe
z|0`z<%fX*U@csJ=-#g;*{gD)W??}Tphva6RvJtweT@1E+49O*oW)_m8&I!m)iYLkW
z!npoQ1lONXxV|7B*I!7%^#x&Er-kHhj+#;AM(nk5Cnt_Iq!1mB@}!Jps3yp6;9FT-
z#ztUgEy%ZN1)Uz@t^VT-Ms~>r30#Le>4R_`l5~gMQ`t-H)E&=a1Z4wB;|G?^cL^Tp
z8j3`{(dspCLL}<VdTBFC!#G^CmtCgYw@Dy2sZ6(@zQ>B>_+i7lyE5IS7%R<@Nh#Ak
z6<z07rx#zQdol4gQ7y6BMUqq^KzT)JflwazTRd(UW08Uzu6Fr`&oyy@&;x-)X%?ag
zs2K5xl&k$(;cZ8}<r1F>A_Wl+!DZl>lc^X;SB*Xh>6(|tdLv+p${5?7ml3chRmS9u
zk_EytW?C0}yN_f@TBv3;h!1hO){Fhs$+^PZ)1AES#aKPc+r8*IKY0tSkxI+7;`mEQ
z>IkceQWr(Jnbh&P7iFwkRxqYX-I#J<Xb0PkGfr`AtAiJPaVqGjZ|mc5P;oSczMFN(
z*3Sc+n4RlEL)ju{Ads!sD%tAV4|y1HMCFOSiB}MSQl4@mG)?Q(_N1JMJM&XePWF&I
z8kUFCIuRv8A>r3Ue6&CsRw<MYZCA63w?us4<W$Mx(2uu7h(gIPiD0N6rQr#5)udq=
z&(qC2B0050J~vsDg-b~m2%{_u>*IMU&=I&fC7$UzsbVHFJpJ(u)R>6O&m9XnTw;sb
z&(5ew-Bru2*@`9nQa)*g48iGA9mxP(S>GWye+8Ig<mOF=azoBqAUE$&a+757g@Et0
z_`V2eqSC`Y-zN!7DLuIU2rplCvuH)woh)PB^abC@*`;`x(fl%Exu+I@=9eC02hq>l
zg_R_KW2PeiZ#=0#U`T5669ZCzOp&@v2X*o0P7<@5`9qz=Mha5)kYouf$WxSp6iA9u
zk2wItrq>3KbO*QVP>!ppk&$hlsT@~es2-K$26Ua5a$F%77*&mz6Q2?;=c^i{^e__>
zp8k6aASRa_BR4%(O6ZGtA?e7lUEIqk%vuq%{?mqXMKOUuuD+z?s=HXkUa&`0b8<xC
zYM*<VxJF_nd&G+s4j+~V8e=s^s_vpG$)VZc4S?yWS%*;F<AWt9nTN%307LaCR8#0W
zFQMx9*B6zkD@djYk@J<QC^5`ril@IK122i@M)Dl-2~GCGRdz{rcOMKTG;^XFfsZEA
zGgWaJO-di8Wi)?NWi(gq;=}qn&OG8KgYN5rhGg}v2MR<9`J1(z<|9F0&S_o+pu#!L
zmrxd_(ZcHz_0j{~9NH4@5)&B}auq5pzdk!>76Bz`+>Ah;w>C0PLb&w2gj`vqcc-2A
ze&AJUt3mf|gl7@pyCyzz`d+lqc}CA}UPHnrNfo6K*XYtgm?lXYYL|qwaQ@PuZZvJM
zECMW}&Iwpg+8E?~;UM*=BB=hbLiM%rsQzRMs;^B$^<EMNI=gWKw>r(5;5%q+hV*N)
z1t4?8EX)rCBP5{zMF~tF^y_5zZ%1hGIYoo(;%V^B6dGKYMgwtx6s~nKudrwYt<9)l
za)4CkkXdBNDX0?Yka&PpXzs8uEI%u(cm72Y;`(?(EJ2SXy>opUA#M`FP{#dcW|BZH
z%?NO%i5R2}mxcW0IR6FEBq09mL;;X<hLL`D1nFz=*;n>A#v^@m3es;(L;4;<dbQTX
z39t_sy=f%dnj!w`Y{X{`n1%Wka)1QnZ%shH?AED#u8N?4yF&lX@#w!i1^qXtp`Xu!
z;tQipSe_eBG;tG_8TL)|4qaB2I%F39`xvSO<R_|}(6nLhzdM5d>lONMjYt3f6!hPk
zhW`C*j2<dGxGcqp0HWyxA9md+HDbsRm!CH{*|Cv5GTXOV)adsIN}xy5i7#=}hpAGJ
zP-Q|<<+gaLR8pvNTbL?osrx;h-U6jQ_Dg?2KfnVwz|qyJ!*thNrGO*2abx^poP~{A
zZp&%rJ7T#%PmAcx-oJ}BIfMKnnb<)f;t%PA$S?M6<v$!kvNZ2utG|K(mC@WW5zXxh
z0V=Lbr^)t=Mg@@!M<^dQE&Y5u(fv3UlNNrEZuSHIqT|xf?lCgnMd<1V{MDiZ&u!4X
zPN%TrE+pI+*dVg|Sqb4t(;5Gx)(wpYPJqE#Z8!wRxxZCHcYMy_rJZ~@R7_KJlzez6
zd+JD(>`x7ulbn)(IsaNQXLruf2V*#rU7C059C?5_a)IffGH%`h=GBEBAFL=>A-Oml
z5Z5Ai%nC7)yN?nYROF7Dbwuu-4EQ+iY63lVo*54R6AYCmIw_SZpG4PrNA75S(a7CC
zl4(LDNABVdW{G0iOjq!@Z_ik;iLUq!-Nh!Q$HzR1EMEo1sQ!U0P=<67t6j!Tr_L;{
zyg<1sDHGhV=2%1gkuE@OI!Bwsx!@xZ(sG7z@JF3Ais;2z#JV%nqDvK&F4}I<RjBr1
z8<#EMAj#-%<UOz9jA)^+7-}JM%L6U+Ev1EehzTrtq3()`&5=F(AA(1M&Cz33^n9VP
z+HO5oVb2%1Ah8l_QuUb$<sBsK-&+8o96F}r6@E@0VF=%tgP2iWCMD*hQsSNgHi)s=
zo-t%d3Qq(Kxr{ytn=R2(NePY&#c(8tIL;&(rMV_fKHZ<NI>jNIgh7_j4rrI7c1N)T
zM6vY%C~e;`QKOeajZ(ZqQ0qqiJ7Rpt7+@XryE>kJ>qv+VY;KBl1oV5MqF=W$mhl+c
zairwublQnm+s)Uis3~4;H}44|$(g&O@0~>7D;I#iS88z}+9mhmW(tZ5K@`i?M#DcH
zQQV};*I|#!5K4!Q?B?T%yu*;l6i*3=Jf?`;eJrOLLuQW1I69dJdDDnrux5r1vV<ly
z0~O?$l7L}ra(yi7Vr<IeKJt(aUK2*Nf`yCFe%@b$oG&>gyqt>AQZA%@8AeLe4=Hx#
zL+Gm6m0e#*8(kt)kzSH{7qK@XHqp9_V%=;b<8kebWt*tQ7a#NEcO*0WoceUNj_cwP
z-zwpn7dVtK7#qz-rym+4PdrekF#Rr|jM?#SH54X_js?PWrxK>b9WNy|_a^{Fr6Gk4
z#u2vn5R7uiyNt!Ddt4~?_AX;l>tP6Ri-bjrMOX|`23o~^Y(lUE#$#mgFMOO+QMA@n
zLC6C5m;S2dOuY->$1zfm0{D06Iv)WHtuG>dca!uHJ`<%cifl9K<8gmGW6dVgcj%ZO
zx)fH4WSD%pg`-(07Bp<Z5etGrbp!-)R%5N&;7gaXrSedzIl|%L$<dC&C->yd%^VtW
z!5l;Rr#NgN|1~B5y~lzFtWGV!5#47%(Lf9A4QYY-Qbb9fw>P94<~=YtT*58oIIJ;F
z4>X42h8UG`8nEJrf>uFg1Z@@MtTWb8Go#|jtWEnAjMSsfI163pqcg$_j3|wJNNEsC
z6O~33-)2gK$Nf>SN+WrW_!=z^RjV2q)!lu2s77m*xcSsCrqVOtaaCGW5S3P?^<h<|
zHE>tSITAf~g1;Yh_oXsXXNlHFwGyqpL0>M>x)%_IOSHHm;xHzks8wsNnn_|zwT?-N
z30VmhW*KBAvxm&eh2_)`3F)vT6G(OJ%nsLpK4k(8x(5lJ!V)?dp9m|Xh0YgxCDuWb
z6-kjOA^1`)hNaN5%M(RoN{HrWq%gQtO9LTk%q&{0)W%34M$-A`TF*{uyf#9Oqly|6
z@znUm6lzR#L5;)RQR8qD=E7BST~Q-(%r2;LxMync?BOKwJ0jG0R8hl@r^ee-s9~p3
zLn$d3cV^czG9z(oGg_D`snj8}NFkII50OBLR3#P69VW!bB82!oMTmSnAwHZ!h<q9$
zxLmY}yRb~;f!diN-=JJHZLln~FQd*02v5q8%K5^m{!#?hf2mOI#H0FiDX4bRP|X!`
zEu^l^kS$u8q1&KBE`7KxgfAD}6HuNMy;XCDk^bWd(!ZvVJ`<1he@Q|5Od8VfLRd$>
zLRhxvs%A$-`>*YZ4lyK%D-$w5y(V#3Hnp-yAy2Onqa;uy<9$R0L6|V7ogKE0eyRvl
ziYLq(^hmOfN@2pJl?e?WWA*M^tQ?CY<5k}G6FS+WBPa1fzz`E*%M<VhISDfG0uQ@F
zAJTJ53R2>XFamdm5Gd_R7>Q>Sj55L|PIugwvO<-K5XS(fwbe$K9<XwE(#m<tM4!z7
zEX@s-VVoEE3y3S{xlB+`nz=;2U35JYRrSzAT$Vz<5NG0xRlGS;tu*cO_6|bcKy!d%
zkx<FY4GBrMVL-@-6d`*uP45CM%25!MWCQai9}(;xi^EvV7OQ9~4r4Lv1ro^_yQA(b
zQFk|hoiBAS(WncvIhDGoz~HcXCv6YK)Ao&qv?WV3pzUvUL)#cb_gD;V*<78~X*<Lb
zutX|pOI4H|GDpv#D`)GDt`(wdX#wbZwxBE9pn|M-kS(r+wL?B%7f-|Y8Pbr9)PRN`
zQ8etuM1ETg3E9wnR43tjCSk|26us6ny*e5I!*ZPNh*Krv{MrH#XZ<l@Cz7-sfW=6u
z`bGyqJ{V7szcC~TnX&;vzMu%woeBL^3@O+U{v(|fYnc?<QWO!^G7+?|fJ520JM`BG
z{qJ7@^q+|nrWFD1<iF!d@a1?C{Iekm$gmAa@FPWnZcXa%#SnoF<A2nNa4Hiav>Zi-
zQ<)5*FM&<jzdJ(QPlWj50ubWzsPRq$p&e%-ELnK~T%&|yKa}a&o#~#-dK@S&chl$7
zJi}CX$v6&(dkTFJmSvCD`T8xLCJEcvefT0UF2%NGfFhOI@Wi%d(g$RfvvtQ2b>fJ{
z0JJA_B-x;i5C5}is{*sCyZh&h$zj=wxAo6C*!Bj5W$IK~ZQYBBi~UoiJuUYCzcH|%
zKpNOru6Eq;#orIQm;1Dm*b66}J7fP}#js?9uLb%p3HoyEzXgcGv44){)G)b8G>6*7
z__i_eeuHRE+F%)C;w_`j365;iRwU;OyI=PJLCR<!bZ;Pp3ETZhy#IOtEp*E3(fuRD
zvJ&S}RP%YnjlA9Dn!4;4<@}~*2sb#7IAgplocH_v6VRS?4wyD;81sz?<|h^A=i)J6
zO~L$J8s?eFi>S{rVRC9`hI0cZPa7-?;mfFV0=AQwT+SCp^{+-y{W68>m&K#{ms3#v
zvNTlhqv%-$sl@5hOsj4bBUY_r&>j~zGl<itj%gG$%c&s}XprQDsE)LrFeUy+gc855
zC~-WV5>KR1;&_-6Y2mUR$4LMAMKky-QphWhtich))ULB8?E?g8XP{+||2Tt}T~eBX
zU2_+G5Oz%xAIB@}zd%Q&tfiKQ%KZ?5A!B75*<{_<xk$}?*~pe_TpMjPx#5PZLxNMY
zB(B8v7dlk%Qv?qM66w?|zg@>`LVxQ6EvE_Z>s`Gj^w$_F%}Pos=ll}7YLy|~A1Sy(
zE-?C@(1XOCM48005J@(P0cCVabE~)wNZfvqhA!^$_hlaUeHkm3LCE)_ov6Mc11NmA
z*CogN&B;V8{HC3fv1n_oWK7e<!~z)?x6!5+NXGs2K}bf|`{}8GBPtxcD=r}b7fd+h
zXp&}O;Xvt>IQxpuG8d-KWQ=^gz{eTnV>Pjl-?T$SHu<2-$>t#<8!=RmB62Re&PzmA
zYHN&2$ty@o2&suu62-Wgl<>I!34Tgjw273A9V4Sc6A}7YovGWi(ubzEZ0SuojrP>0
zQ&esxa&~SauP_u9GD-qb@sy|}Z6fi;(7ga6Dkp5x+(ytzIoYZ<k;L_C`^i?dpCmU2
zq2(Nsp~KRnZ!L_$7||*CIFwrpwd;_ZX@4nlnt9006oyJ;p_HwqhOYCH8{S%Ifl;A(
zB?%4TGEr!vh&B@%9{1*q6`KgnWg#1wB2c>#W8zoVVIJbNSu&1gHF8P}>eAlEVZMpv
z#2z!0GBP*=DSM}qvR=&HcL0@9S!1L1*YQOlYa%6Pgdk1iL`ux87q~^vC`H1IAznp{
z_DHV`kvvCy42mrq6+S55w*3|D<L#khpZAIbIHTB^opK5VTq#S|G0rZi9L9|mCH!AO
zM8T%?sWX~;Nwq~^S$4TmwF=c1UOcvNS7rVXAAVe&a&apybqNiEqY(HiwGzI<Ynavg
zuvIQq9C}f@Ssd1m(%A5PfFuY&yB{Mq8gxJ6bCaZPSl#InGTn}RHPKeX_JG%a1n0uw
z9fJ0w?Ev#P6Xx;uH{rZonqoXv>xA~ZZ`o&6aA34`3$Qlj6z#($d@*a!S^1(}nQ;io
z{L*==31RQZ#C)277Cyql&7n}k!w<TD*Ar@fnNagL=$fYaflK#)(eMh3L8@PIzWc3k
z_>_6q=zvQKR%+wCAT&;Yvsx`r+4YVfY;lz`_xF59AHiGGYB==~mX>Kd@1Uy;>hd>2
zj{I*lzav*1#I++Z48-d8EKNg-x4cnp)iHQ+n0Rfmw<h1J*Kyp)g#UcpTP2^6h_%PP
z6-c2r!F7$ccWR-E>t{>l#^`h%6%S6O(Ds(!MJEn46i==l_XcL13PiqHt)u?{>@U1>
zX3y5}VWpU60%IS-M;sDI&`h-IWqexQtmY@C?EE46w$XO4T?SQu+H|$rtW=wh_RXHf
z-s%PvMWr=6ag<(gYvaipI&7sjf!Aq3zGegC4T>kY>6)KR;E?s=M80g}ycPO-wcjCl
zu&VCV==JI{&Rr<C_bl;pMY|k)?DI}_j+THZypPsu$VPo$U%{Db&0xGWzIdVqHq%)=
z8E8W9IkckoFL`T9m0GJg;Z*X~0tvA<&}vSPTt3n$;qOi1FDIOOy;`4uoEFM-jN5Vo
zHIHc9TGV@mN9p5H+TP~KH<2OSvt9&bt`XxZ7-a8F;V&Ycy;Eon4Irur6qSiNz13wX
zk(NE<0OJLGUgA{R-syF`&Qvc<6r38E1Jjfk)64VK3Tz6(NU1P^vv8(MN882a-Wt2r
ztWKy$-jWhHYIUJCTbl^D4v6IkEEqT_mPogjp8&g+29aMqsx_Qep*nGNmiXxuoOMxc
zI1_qL=8}AK;&2JCTrq#HohXzVbN~hx;zQXlrJ*?Nt-@mP=46FWZNi|d{bq<Dma#ab
zTsF{Om;};GCp&?{G+F^9Us<=01Rueor;<p4b1E}n#4_GyZnpQHvdvplb7~VniUUE+
zGs0HUlPMdplVo@si_K=OF}7m|9ydm7bIl?y1FqI*cC@|q)RF-}OB|dw3-UBUjum)5
za?Z|+fzLJd>3n2(dZLCuR}N2}60z(d9AsE>n$tW7WPV4nIa|hL1IXD!im>Un_pI<X
zgC}Pv0`UwMFwv+Hhdkt+(wIY8)X|AzX{K1lKk)Cea+O$rRRibkHYe_HL9QD>)am?L
ze4Hp(@tUeY?PhFMWI8x?A#cDkqY%9hwQ87R4WMh5n!vx%0}p|Fs`*l78ayBs!)c@{
z8m*~tyH#wiOmLo~LBNX7jpiKYE;>#V&(`P5Rr}C{Gm9fqChS51l_jJ)e#twPh9p|!
z^6hD%%pUTVI+eq1gmAnSLXSXj!GkzWwFIf4<2>s#4)hW@=2Sofo@zpuVvK?_-5@*4
z{l*!%Z1%JCWAR4(_#yqZiT+wmKQ5ymL-gYg`mvjS%+imS(vR=rj#~FC^n>nUcb}oZ
z=&Eja9sQu2p4}bvgDwYlZ>1k}*B9SP>e9VLF5PtL(k&`3-Mr}1y$~+l_2<&H0WRG_
z=h8vvF5Qvl(n(`{=C4b~I=OTttxHF%xO6b8OJ`cRbTX$)rz5y@T%=2{(7SYUp-b=o
zx^#%1OK$?Yba0zX6^s1lic2ML?os;jHu^yo`!1E)xKuLkevW=nMYBs~1}>G^a!%U)
zDg8xJT+WcW6t!|GW8;!j?ovX*CC9;~fOg9}ErkDyJqx0O0A8*NwI$A7Z8J5zQ}~H?
zrBs_~gN@5R?4K6hW*T`bMN4dRDCA~hd20}dm=SuVQKhFuIIq73?naWW&D8Uj(H&}S
zrk~eW!<FCof=K8s#a7#98hXp<=Iu69(OX8>HMg0L(fez~^=+|Nr814Z;Lc7aG&Vr}
z4$L;w95B$mgl#6fhj1&d+GE0Z9x2US;E98dnGZbe=v`(9+TZ0twryq$Po7N5tl_D{
zGMPcVK7IkZ%{<}-X9qH)c>3#8%rIW)B_8G+{n6nzvyk5pq6?8`R`Nu#Ju{Oh>%f_z
z0*v^j$fDjsWOGH1AjmQ@i+Lgk#!Tkv85w4_7Ab;h$z2?XC>4m&yncEp{vL9lfsN|^
z8~s?j1V3{0!-41*r`-Bd{CcJPBl`7(`+I%(^_2Tk`tIBA-W=N9N<Tik20#9ue!S^4
z{CETXc+-0Ni+<cqTI2xz_yNs9W~%!M(hg(v*99ca2kEb0BYAz0{<@W9iC!vnFC>wn
z`U3Z#sV|wzEpLE;Z_d?(%rN-l4Ei{OJ<d>%GtlD<^EiV%&Jd3?wBrmZegeR8hH#vr
z8)wMI8LDxHXq=%LXGq2wit$$QY*LnlvEnL5S8)e$bsF#nTy3RaPq-~Y*;DRM=-0R1
z_X2YQS1;|yUyQ4LggVC67YKEXtH%j-jH|~9b&RVbp^kC&ar%pKMR$J-T+yNV0$22E
zroa_dX)vyY_jX_Lj^eRmz4(^m>x)koKUDmB@r&*{!fB3vTueXCqaSzEkG=Hc0s2v+
zA8)1~kJ68i(vJ_&52~MVKaU?RZ?(SpGH0#Mm*}Vm>?&YA@q}zF*-q>}`V-L(dlEM5
z*{Nzd*w4A?y2!(z^+0IE0XZvoIxRFlB)Z-t`+R+LEdQHDUJe#uzKZ%ZGIdwN!7q#5
z6&^?bZvXkCkQ;XxHte2NjaRqtfK`Jd&R`!wbvIyyiirb*F!Xq3@R)bxm8A;a(JsIa
ztIl9E9`XipwbBl3@s%CqfC+1n+^kVNZx4;*zh?WU-Je>-|NSD27ivEZ|3`1IXVWjX
U9WO_(^TY800ovmtfHeC50f@s9F8}}l

literal 97670
zcmeHw378y5b-%9FYDcGKOW3R}k0orc<lU7l%Li*@EaVfR^&$BH%k1{f^zKY+c4nBK
zk+ebvV*<g@1Y?gALV$1?0^ueQhlC>#f(aoPA%Bh#h`~VO1PB2F;rjpHtFEr@o<3@N
zXN~#3@ZniaPaW^Q-+QlKy{fLdv+w>zixw}U|2b>zdZ}DJHfj`$)mqWC+s=w&t<ah^
ztIhU(?X53p-_ag&1{%guyVhzH%(k-#B?_f-rPwg5?c3YV8Y<o_SL{)@e!p!Nn&n#6
zt6u6WEid)o-X1CqIDO4>vts&wa@O2rn~nUn)u!2)HqZf;M8RbT&0|DC$L}v{Gfimp
zWM_HZ02R%4=_F@h!Xvx1)LHIQJMJv2l&fZYyftMwIiuNZl&4xva7kP(Ef;O#pubQt
zY#R^p@4l)rEB>{j*s7~9Q%2!%!<?ovEvLU}%+OEm(%RBsX;ta;($dly&JBCV4iPW*
zp-Q<`G7eo~+J~F9`k_5lqcUfg?L+msW~o-4D3F*BHI1oOrPi_!HSFf0S)*J%)I!~f
zvXsLpp0`Vz_APBqvDj+$a=|aQ+};|BR-1M%$08dltrK9C`kWQ=HzCZ8z6VNr7lQN)
z1nJ|YO(dYwnUG59EQo&#{yQ80os0jrg5%P8%<1;h8Kq&+)Xy}n1OpYbIZ-KtQmHC_
ztOw|qiE`7Njs6+n88Z!|Uh4Q691lR+CcuS8gxfA{be119rYgY6W5;^}u5OIxits+a
zZG@R~`p{Fk*mjl!5^9sUy&lc%PZP;L6uJhYc$yTvRP(EY4@%DneZL{}eWSBsf9;5w
zHyX88wU}>~%skWLV=txvC}_lUyEB2?4YTNRMD#d<9!ErvlKGkr^OdwhSAo7VB-Fh?
zHeOjQH}eIvQnB*}WKuGXB23FCk+>4*^8R>{T#z7=jVAgW;XX&u=ZNf6%H-ZOc1a;#
zkya?XOa`w!2I5BS=3K?h7mcQoH;)*Vmch<eSwdnlQ21cHbao|3XV6r=k5KO;zTTyX
zK9I&eiRgW4g|dri(*e^pAd-w}=bJS)r$Vi2*D&rVDW#PJonMX@)P)Ix+GK+UHYq{F
zNVCS@Bn?tlUq}-J$?EfIg<M&giOzcuT7suaE<`Qu?KIXQ4foZ5uvV)~84aI&y+@@%
zD~DJkUX~Xn$g;obHtY(`>PJ&)B7xkjWn8Wou6f{^+N_yJJk;`W=X;3Gwk7g+aRPq>
zB{V+5jY|&C)#UI=8sz|~b(WAs_bzyVU2vFj^$>0EPh|X(B*xj-1{i<3215kx)f(mI
z#dwZ`i!kK=r=X&q$oi8LSkLiD8w7n;gD2wM(kM4C-dAz7db~s7gU><9eewJ+L!7lE
zK>(`^iinSg^!^?V)<^^|*C;nH5e(d1HjjqU_dNs+A53OGDasr;g4ToJzh8qR;`}`t
z<>trv^_5z)gLCx|G<-3c^Q4G#ppMpqod1&sN5uK(G|DN?lZQEsh3@E(Tn_EgaF|?(
z2G;HVp-mOXEZLo*2~!yIJ#hLewSrM;n>5SvJvaO_t`RxgLLWTG#MrztICJn#`by8_
ziF3r%2)_(k8<xZk!Ey7U(jgj=Fu}Ffdv$sCmrJH&&ZQ$}#^Oa_r8zWxj@NYB9MsxO
zMNdeYws;kprq!Uyn`Jq_y{FNr9nBv$=j{CC<ijt%cXD!=|8bA}$1CMO?wg#<A1yaa
z_<3)$QNg#NT7$|uufo5})%<>=u$3wwD3zz1cr;rpmZ!^RBX_jcIGi`^{9LV-H;>hk
z^RTJ>Y|U=wYtv!^=SJz6R@55ys5?*J=&bb7=L;$Vk0G23JRXH`Fe~n_U^?A^=BPQb
z)9<n<C;Lmmuxb@^(n0I8P)mtZed{SyT67PwZgiFm=T&?BErK{}H)=`k6f{BFKAP@P
zZ7@wYEDTMpsR&8{w~vxnhA1iajuPv7zw9C?fxh`Dxi3V?k$F+FTxhat(~(b7@me9(
zUlO;BtU<NJh}}Ie>iXESRFjVTAeA=KZ?Z;7+ERQ|%`j!JnHOa_W#_70$Nw~y#sSYk
zNGki-VW{?)&Uep?&Zo@F`FM`knO{2*vQUFwcrYP%z0V!TXeg0xJK(OJJw<p(WQ>hU
zWsZEU>xs|9KWC95HS<SHrb)i}c&#=|UUqw})l_M+(O{K574p;PA)AIlAjgA%U1-!O
zljLRAWL^N7*mA=x=8O2`q_uL=Yl2iMB%Sat;On6futCe$vaY`mHKFCBsbBWdOTn;@
zME;se*V>SLrS7iuNnJI{8vKoUQF&S{f~p%Qp-?JET9W>sdGQdGwDomrOejFa(8IbY
z#kv&V6rU{4fu*`(87xT-%pT}Z&aUOk8_c7T2srdy!Fts6xdJQ;m1m6^f2Q9V8Xe8^
z!?Cga=;-$8^2~OgH>(wri5;Ue<!Q0{5u5#TmbMz@wsTr+{kD@UAlX|+MiaUJJKE0T
zZEb5iV6jQ!n+YF9tLw=&2Brmfc}ofoC)GRC_<^uKhxS4dHASxpk^O7jh&nFg?O|DZ
z4cgwVtx_VS{(Tuzk9ie2q&_v^qkr$(>Ac|vwPia`*&A9d8Rqa80^}#`U){tjLg0?<
z{b>FQtSeN^kwT?hI9#sIkh8yP=j3D#F?VyWjweX=&*cjxtPB+p=-P;ADwTYpVFDfe
z#J!;GG?m9H3HPO3_ALuUq%vA(!MXr)Pxk;2@qTa+SuR8+oyn4`b}F*immCOH*BU^m
zPaZ%nn<oaI5<2s3DMAu@Uge3XDU}$$cnetbCL|i}<otQM6RzL3cA(ok+SX3|v5w-y
z??)tct{>UtH?dm>kmR@m-U>!Q=Edg00Sgwwg&i1`qXwq5Q>^&xv5KQuIfoULv1;fQ
z!|!&fcC<=iErOfT{8hqSMB-7Hr7~RGY_idDE4-GJZ?v!unjf-FGe3q^^|8tAv_QSR
zP^+|Nt4GVWIe|(<pgp;jThFP$%3U-Y&SUu;Rt~!@=6M+%ZqdwFkzYcTS38QQw5&&K
zB4sS>;VV{ZKzLbjqip(>k2{elvvVGY#K8vUpmqM7RB4g3s*W`&05)+9i{1X@K`Ow)
z-wZg*%T?Y<p%M?)i>V*lt+CNLEmlL6wAe|#G(=m_Newy6m_TQ#-NcG~KR!pGfFe)k
z%Z*ttp=JiH-@u=w)gWg%*rf)XlUai?m+)<|X!9n6VvT-kTlb?aryu1p5Mi6kQm(cV
z-;vybBA1)(yZPs%Mx)w(30G|zjTy6v=pvqb3L@?zV#UshGhKMt<=(nr#-p6^!u1iM
zXnJm%WFQ@3Adq@M1yZ~e-x)w4lj_@&5)nyJ(2@{IebiOg#3gc1c%_em(vJ{$yun8=
zL-}zTPW`D@k;ADc`F*|f9|y{_b*$p^N(lA_k;86PisS){wJNzma*MwCD#ud8dDBLs
zu}t%1niE$!`XayDvSHl019b#S#RHfuH)&kR^L_#Lvsc$@Gw4nfu&IC=0E)FdwpvWh
zxe?fK-Zpp^zWcyU`-k?NKelJrR%A<a@XttD7g`kx#mL{=tyxZV$~cVEpY%h+sLq&(
z?6~gar1Ir&c-(WXyp{87KrGbrGoF@3#f+HX2T+v3<4WIC#WFkSe+)GkbkLz)VRA-F
zRIp3i*}a~q{+%qfQ)MvVDWc@Qj}=q(%Y1)pUVJYeRn0m05<!)ob36w%rRVT_j9Y((
z=ny77hV_TBNzA=?^B|TrY;0*n#AstI!UBZ5l(8ELFrGQVpSZhpDB!|Ys{Hl52{G@k
zBaG(vwi>jBQcUe~ysHTA$T(t@D>T6qm5vyVGJl(#EKb9s^G}=07tLv-Re>J?MI0{*
z(yFc5`rITt9r2)!IM1;0q+#Zaid_q~JvmvegIJ0MCnxJgY8#U{@*?GG9Z9}8_J+9(
z#mR_m%XZFaH8GAi5pa@kv>}H=Nd%SDmdmY_1yYSfHMw7epx9%Ux6O*k{|T|d{hAF|
zCcK7|qd0(fBg)L7=vu_qDBd)%Q*k(7o@SRUnnQF;0W%moch9*llSoP0`RPV&Hh(^~
zbP4lO&5>MhL#f+uJAdrSxBJi&lpu&_<sCw(wG>+5Q#SqzrCGErI8IqFghG4MpS2;q
z;no84OKT-HAfmYyQomF`Y$K~feFS~Okkv+)&XW2Z_EOg8Mj+wNz|CD-8bC{0ft&RP
zYLhmD$~f%_sOpc?s2e9PPP^L~sLv7a(9rg{vjSguvu}IcdMh=oI1L4A+gy>dSKAP2
zW=c3tOo1p^0?TB5@Xu;tWASd)B+Gk8qP$~#F)0F5ee=S&07av-P(7r|4Y?5VL(-uy
zDNZY@SaN&kCAp2!4o>yq#FdDmJYa~c{9ZD`3U4LCg%$R(D^;B`W6w%ttQ!-&ne`-S
z!hV(V=1!d^SVUEQ6SRg<eB9c~pKNt5XGtd4$G%xHkJUnQ)-<ptd%D$uQ71yecYqF8
z!gzgv#wOJZi}?9eAU5LfM#RrWOBub~-KaVr5lhyRWc-AfF<HsOi7gU^L%_AcL}_IA
zOte~8&9azZpD1R(CK3<sxZydsuzpy_sX3t>;dL00LXm|>O1&5&<$d!aWpjGSqWW`m
zN~a1pW!(7Wy!d&?uTyO0lkBe--KiL3+XIJ<Qf-&wo8p#D=nM10`E>TEF#)OS$w@Ak
z%E!8JY%3XB<qvsPf6UpV^Wtp17x}30*~{uUQNKoTp*LTnI5BFz=6vQlq;Y5;7^WZC
zG3L%5D0$yJY9e#fEMc1EO+rMb22YwLgLXFHU+V1&q=b-;r_?#}mue=0pp;&2KzXc}
zRcB}xNS*PT81+mmX)XccZ8$fd#uLMB+s3auxNTeB0A&TSmx3$iB*~_Y1V1ka_%^P+
z?(xl(QX=Q^PASx8Szj>D!1li7nC{l9GyVj9zl)T#nx()^@yW)rHq=mjOh+T>YAP*y
z=V`(@nmV8iNVi4=k9tORe$c4!GANWkusfiLBmr%_JZeztq9#_K4KbI;S0gHKuzB}p
zm`tlsqMXL$=H13-q)%WmB8y6E*p&IlRD3u8=H@MZ+e#n1PHCQhMFtihzVkJ^AHMUo
zicO^{&gB`}3y6$j@6nK|L1)+U8@&@=g2b=9%Y~Sw?yeyE3=pWuVg-J3sMTZzzE~(Q
zk-`dmN)(E!2PgXX2xbEL5C?ffR}m!nef(Xu%(OqFE85*K)}!5@H?)3&j6?)kdNy-0
zYHnkZBuj5dNKcMgVqFSv|0XP(II9jIt!6aD&?2P~eCT-xt0p>_?M5!V&D`>8@Pf&u
zph<1%J`dVUqnmG3Y?wCkk4XNJx%&tlmK1hXM=@}RVBonPIcW<&@T%S>$K8NIG6DwZ
zg?CDv`iufvL-Tt$`{oSZ_pNvQM6b#BBXvkiJsm&BZ*;=z29=}bVzbo7JLB;4_X#%c
z!5>VB+V~^0fi4AcZ+p}G2(qQ+J!|QS9WAkNrfS8x4kk$gOA(kx{?LbPb)&ORtYE0$
z4+~j*NXX(Now87h)(7TCc1RU+zbWPTtZ3;o^d~k)5SqMt%5gcA;~}OY*+#o1_xu34
z=PM6oeM6A@aAtD9+AX<>-pYDV(DMOq)%p|s2`c4~l?cva4;cJQfwF8lJI*Ear)yB2
z22g&f&*jeq>4{`6!Rv2sii!TI2ptrJo|c)=ji{NFQSvFf4xy**uGUAfjyptCF;;x6
zK<pU1;P$PO{xf_f9=`KcT;}0Be^-`LtnC!6?a0j9NVlvltfqN3wb*Y@HwrGV&&1^w
z(6s&fTt1zPCL6?(ol4X2PX$L=5IU2Y&|)tLjT>ToYAU!~SS)u+ZC>o#Gilu`M08Ik
z5z*U*FV`2*OSxzYmKP{2@lS>2+XSI+%}nT<dqJoMmV(PJuuLxcez;nQSwt}LMV)2v
zO12yI{FbQmG7X1*w<s#3H5Cb~VBlPAjNx>NP1|+m@~t{;6X!s*;I5m~^08Q)#hgvM
zyaM;D0^F};0{2>oN79cV@1@`<IG$Rs=y-$$jE-lq!IM80^hcH7VU5b#l0T~Kc}suP
z!QGH<prN7S>-#yJP8|MILdY#>0=S(;f4YuVo`IU1m<Fv7Qkz_FxMSk|L*AGm_ma%y
zUf3<U@up7Wh8sez<yLi(^-S90SWzsnM#Ye~W@2+3sNAH_=8b~(L?w!iA?rlppjFLG
z=;0m{dXXBo@K5F0ep3+oqRfQe)h(e5syH0_xr*br4>u%yAQPK7XUuw|KAXSKMN`6v
zxRCI}L?KoyG86h>F9_A}v4YD51(Rbx7tDy5@Ee(AbR(quulh3j7cQCtW?W48Goo<N
z`rpii{!cFm)c{j)*#(%%MctTCL=Evpqhi8GHKO3Sm{9fPtP;7#5ne7+r`*WrZj!WP
zqk1smx{tD(@f+2h)qBO(!6R6lt2N~GCG=Fe+TANy8!n|k+93tKk9~<(gLAGo2Xd~L
zCgxnL*geuPu-8(qs9=-D=mE1)Hf?MdXOd|dW2CD_)bP=5MKE)%$4t~-=+(3f#3N9O
zbijM2y5_w8jiJVp!!0+jPZU6e8=b|&syX@+L7h^mq?hJz^?~%5M)*}`r56$Y{8~DL
zVm>#Q?Y6YA5&pe`@x<UPCBlCb>CT|_2Ku9Ij`Em<+feg$OhdBDxk+Mea^oZX4+(M~
z%uMbFx+OPJ_hp3t3U0OM5&jo4v3WaC`Mf@x{~%~jRHE1j|9eE?p!J>1gg)9^LQkh0
zFph*yOcdvXg%Wec{R7NkAN}dtJ_v~=sHvF-7f39q!lld%&d$W<1lZiH&*qt2G$ojf
zn;GmT3J0xAGZT7AF9_8LCIy!Z3TDd8pqNQU2Bd4~%jnr$GzHAKnZXI7aL_uQnb4!X
zAXEcP!DSa<CKq*Q1|mj?FB&y7IIQ6>-I+l!V5WT&UTVqNEVISFG;sqj79F8YO8f$+
zmnhaLs>1vC2}s|Q3DP2zK~nvgMv#Bbden;uvga)=Yy|m;U_5c~Pl+IZBoO~WCd6le
z_<u1CS`nl+x$zO?>Kyx=mGr0U0iDQQfts2Fx*#{+z<oL5hXoMbZZk;B5ucZd%`(^=
z(r5E*E}Ak1#O*WKOB4=TdomMx*<(cLvjm~HW+wEeZV6pb#Yu?-k7Z)>FpzBNv)SOH
zDT)&p3Eo2#4qCsJnb4Q@n9#T==dFU!2Qm}-#%>8+P{m1!IzO3-%~>G%aeX#F%0*KY
zCk~IV5QT%*mopRkg&q?cw<`4mLFo506Z+k53GG60l8d?#u84->i$+DbAJGU0G$P#N
z&%~a498hv@GhZ@rVU65*PdjsQ)e#4|qxn5{zJj+HXq!E6*%gObiOu=)R02BWM7(N}
z!x^03t0u!Zu!?u}%5v0zjjNWt$oYgz0yd%j3W!iK`B^Jj;m@Q$U57k%n98ptCf@;a
zd$SvOel7X4x^7Dg8<QUtjL#<~HwEH_Oo%su_$1Sy6_aa|8y}OO5ab@uOzzQc$&GhO
zzL@+5ZnfuG-B)K~^9WG+9ep<2g7!ouip}c2k0`_?4w(skXD<lV$jb;W7Zl8tIQfg2
zWONMD{U?1HeU6K!ggbF@@_!M9gVuL56Z#*$CA8-$`W35~!R7R)>*0-%Sc;mOGkSr<
zf+}1}e0@$PHjjhNE&6QcxoC>Q#l_c`5ru=+Q!*3!<X#Y};XMSGU4WTf)Qx#Xj1XTm
zD&`&0FtNCpSM}tq#_nRA;xyuJ#ZYGyx<BN-AI?>`Wzx}vp&cKzw<2N3NA5=4SQ6as
z;eVt8&*uwGxT7mgpuHZ)y&AmN<N1Ny^}angD;5;UxLc&Ki*%qBh2U;fu1+cBdrEQK
zARX_@=ZaBfLB1EN_q0tVfR_sayv$>#oA>ix;1k4Snhk#q$n8z!J-?QQeETWfmKHYh
z{+M7qF=$H3hX1`l{BJWM{u@C2ubBp|$XlD-_{jU)g4}OrCim;zlB?WR#9kt~pW?&Z
zYR@C@<*T!V2rmXIOHorZL|DW{Q^wA?Z1^UkaL_tEGoh#Tn9#VW@<KuA1(^xm(Ji41
zsyHc8{(($vz63~Kug~UwE}Eh^ad;di3J0xnW<sZXOz1AP)gJ#;L*iY6&^t2|dPlc}
zE~w(9MC-55#O6zZ<ZJcWd^HzMQJlDF{XwD-*F<I}^!+_1G%g$dw}Q~mW+wEnx+QcW
z6~|e8f!x=Ne<}0$uHf=NGjZtv$bZ-8@>^UqN^dkKPw|!2E|YU;qus1&RPoaGD6WyD
z_qB)f?%UgA{P+BG)eGFCk;Q%6^Tv=#r`NjAr`Ni-`lPmY4J+|#`qOm^fTWf~P0jIL
zFy4i3Bo}pOjUv8{FB&y#{9TRM%bhg_Cse_`Kzn&2h51pdK?eYPyUd4f+qq*nziY?s
zbf!Aaa4+LHA};FNGsGu`U_Hg#L%+)3m_o=2K8M7|LRbY)w0S}d9nxk_j-XQY#=GM8
zhB`<Nsoh=iL>2Ff&!=+i*{qXZHiF-Hs4?sDj^TI(YD(-L(>dS-3!)c0qI%xa!p;F-
zC>Wp59I#EAH)!2Uf4cTY_oC)2n1*D9b@$Y3lN&z={6j(R+cJ~;mTt*S)O|Szypvn)
z`5f@mnb@SaV*XN}%})s06O|}-_2plQ!a?h+nF;;p9upcj=lHQ8^hcQq{qJrGT~NhI
znFDTIo5h@e8%Umvnwr7IIxZR&lBuXF_8^r}qHxd}&P?dm9upcj2fR`cx;HbSmv>9(
zf+|kR9I%jy%~t`*NqshN=b|Z!6E_EZE>VcfxH1!Zq{oED%>nNfgx-^x(3f{h=z=N^
zPxjnbyCWun@5#jGtAXS@_1Szo7fn%|xDntXq7WlvW<o#FV?yIR&Q}GYU&&19m%1gi
z3&lw;>P`?v7#&|UYJzx3V|<O9AgZ3692U$v*A(fgTm?*fg`5`f5*8Fsy^`Kgr{jwF
zQXubqR$ET@;tP1QFzX5HSQj_YAML1{78}=lHF&Y{b%DjkOAprQC~L7JP!Wb}dJdc7
z(z0Rxee*fHH`7&UP26fmy9IF^t+%+iSF;TqIeQMBiR*92Jto(8XOnfdV04Q|b~lTP
zulF(hm`*5nf!y9KD$cK^(|wDIZc7V0p}bWvo;VjsSyU_w#Ah-g{w5$^WE!+4l-lIR
zPblvc<UTJmxzFvET;;4178P&eR(n37d|f6s9{?)9r_biA1nr4R6g#2(AW=AI{ZVE@
z-`iV42mN{Bn8Q5J43zQZfIE-#{H$Q_Gnv_Ys9W|HRNYdhp^s)_^R2-D+xl!i!bLL%
zg-cIjbz4k-v<G5&qy!QAi(U|_v4kPGTu?AmriR-x$>?p6(YdIpnNxTY7fk^(Zff{6
zqHxf<JTsxYdqJoMn1ahLz)UXcM%^Mph%Xuyb)T=HzHZbV3_Y<d^BA6sIVaSj-Ejt`
z)(M;bb1{3~(!vI0uN90Zj-@F9*}KRb2Ca9{pRQfpJ5lp(OoLWHrcG{qK=w&N?k6&n
z`>}4xjkg%z`xUR|R(l?heLWMK?*=Mg(`WN5g7!ouiVetqN)!%SKgmq!k9tgKTz+T$
zdM0!o{pniINusM!Q*)RS5?xTmNeQiXWMcEZU~@#D&23yXWi*b%;~JuH(7Gx!p?iBl
zsK#h4xLi;$Q$nj+CK<gS(yi#rsLVxEz>Ev6ev>F1v|f~%(7Sp;s0NsV%Pzo7F6xF>
zB5H^)8Wma{(eQh5p_T9SoA=y8S81vDdPR1RF0#Y>zh+TfD(PKLM=urlUi=k%VEB4)
zTv_hEd=R=^J4X%CEqCYd$Upqzd$EZ|)G8R1OQZ(9)+Z;2u*+sMZ)@6&oi_BMvTB#U
zU9dxB66uJ_mpzUsSNm-qUu40i{xoD$!Ocau<}oO9nPy()f2`Q!?L>bOYBD)?bGH)_
z9lV`rLo}>j_S%Ul5W!2l#rQW4eGoO}?4mWL>Nuym*HW1ylxrVRDQ(~RuwI#te0*A>
zpOWVZiT;f@;j;RXqB&iz;$@sFUY57(M!}TwkNepZllAX}0#X^>fWbF*J>u2iB>#s3
zN&YwE7y!G8^#{BlG*vrd3I_l(4Z5|<Ba`y_bT*d%W-mAmal!X6{?aYNd{e2o#g{MJ
z#npc~dG()BEaD!`23dcjOm}VB`C21C-KrLv<yzI|Zt<&u|C&c@xG``J#}d?Vib1~I
zR6bz$yr@-b?aZ?w;P4|)s!_+-re1yi%TRSKo1#A1rj`uneaz4|9g31~dR~8W7m=>K
z>Di+weABb<Ch$~AC13k|_PppC@3AI&_UQDw<p>0o?~2IndmAPH3^k>VLpyNSqlr7|
z%?26uM5SyuBQ9vWT3$eM>)RJET6B}TFlBObT)HM0bZyF_duL(%M*c|IJZd&ZbGgyc
ze4$n}N2ai?`S93SzCPD1)vCE%KJS*v@6I126Tg{j3~g1vj4Fqc-@?Iw*PHAMUd6yw
zyoKfnuQLh?xN$fob{N=Ey>%?_)|Vb6aL*{54fRR?bNBXQ6E<(g-s&S$5p&ySYG(88
zAe{a|ZIi#EV8v@6&WOHy3~)n&2h*@|oHp*D!8zL~MpX?}5pE7wo>mOoCYmmH#pty&
z>Jl5^E|z*8E{1&Z+;BJ8xwSVsD}A+mjwJ9HT6J~E^n$Sjj_UT%Q}?zHc+XVB97S9o
zYD~-H5e4k=PLcZI*G1KX6a9Mx4|+EBQPkWk`W|prR}dOEjLHOSyw93$y#~f30PWEE
zFwRn8J@H6}ViZ2053;hSjs9D8rM7pfdYFc6dfugyM{9V19air!xo#x%e=>DrB8rcs
z<H#&iZ@6L;Jj@y$Z+OnYvDwO)h)bOncyAmb>k+f<^i9_q2vzTPR#b3>dCQo=v*p6=
zx1BYm@=U3M|C$p<W5#aZ(WX3SnXLT`4mkhZv!!I)qs!VZr)s`*TS*O6f4F4PqWv{o
z(hesJM~tAg(QMW8)8&eZLFr)Vk+^X7dLEi^?`)%7r|Z*k3%h)E-aKX&S`_vk#e~>A
zVv?|3Q-(zr8YT^&qj|K8qpw6X?C+A=pPYQ|lj@BcQE<n0ijF6gSFg{BH%CkawEl7!
zR8bQQ<S-p>V4!R8-4Sznh&Vrno94$R@nT7<Qft|h`5`iMy7IbEG7E<h3FoKg(Atyo
zvPgbp#3f*Iax0GXLV!+9s~DSErl6YcrDyuZyk>H80+dKuz=J>#;Sp{$PltF>_cY_j
zjrO?q9OE)e-`4}r*+mPW&NiDo`$q>81|))Rl0$|q`6MCoC_CM#%>u)6eJ+m+-f9iz
zq-pbSZZB}Zu5&{|f#x&z=G*!APQMcw6d<Od%ge{cxRT2^&QGJ9Mb*ugh)E7jb|_#a
z^Ayt`ak7Gx2uBEDxnrb0HBNb5$LGWs@T}N!$UX+GmxjzF-lY8#<G(}A7o(<s0(k3d
zFogY|@jQNw$BWsTzY3Im5!SD!f2i!MLdqVDLId74$_q>LIz7qHC_Z_hd_$<qMEjC+
zVWN{`)fMyt9XWp0s-vEza<nEmUP$_Lihk8DQ~O8rqINK0KvEq!iN&ILdf`%a&84$8
zG_)~O0U)hU6BlAf_zF3`ss5SK&m=O6D>Kohv!p)9(a8t~)3zD9<Xd9(DaI-uR%bb~
zgT-2*ZM}io9N=%WM!DLyK98zSKOQva>WG7uQa8>@N+uqwSIUKQ6LAv#eAH-E+jm<-
z%N8vfx3==<Td6I@9K}g@;gK6B{evq-)}f8jgTE4p6IUV%i`|Hw<c!}rH7<gXns!Q5
zfT4P3DE=c6iWsST7BbS6zg1m3T~<t$MIQ%3lJUh8sw?L5m-FKC&_V`Sic)7``$?7I
zN?)ueCE4%BWr|9c=lWBE;eEUTl5Myv37*z0_HPCM2^mi3;E+7UkX!A@)I=m?S%BCx
zjbmxiXly8&7>9NSp)r$R=T}F77h^I|+W=J3<^^jGVzZ9Z$8+&<w{-%a-ki{S9=>(V
z1HYhzzSXz$%6Z!S!)>8<-g|=9Q%KJ+me9K4sc!Rp6tO>^SGwtJj3$Ay>X(I7HZW*8
z$nz&>)vpRw*V1_ElShHbJbx-h$@%nW&WoaDH1F|APJGvqQ*l})36~V7RU52um3dKh
zO4J-o^?>XkpMDpdqeY>s=RO_*zhjJ1GMqzDb5H4$n~q9;#Mf|EP>Np!Aj^%0F;y;5
z%!8<-e5_qs?ku-k)AUb^yd=5O%V3b8L@pD!5ywXZ%cC19BOzBPN4!*qZ*eqGLZ!k{
zBKc57EIImkc}N}3IA|V2-ekmX&Q-9{z-Su2^~KIs*CUD%$sx`wJqacfzu;PW*bOE(
z9WbjRm(Lpycv%ri60BiV?OMfDT7nvQeNbBut<6NvBQ(LLSE=6aRb=A+4a9l=$oa+O
z<lbhZl0PqhEhT`eoI`O55J3XopE8lyz|sdvfuhNVSuNo7b+H07IqBwd>F3)<M@Mf*
zJIH2Hwg-3I+c3&{&Bn%yT9tEFG0h<L<nG!aB9P;%j5N!$c=wDpg^*AXcmoL=*CFw`
zET#szLJ2uPkqSd~k-W-J8+hGIEqT<Ynuv|v%uuC;#a;Isx96_k20iC0zer@*utG}7
zhstsY_amNgHD36Val?n$LNNmDlGJn~aYaGK`XHMq@MklF5;!FaR4IvdVZ0SR>@WX5
z)O4~Vaw92EB5(gS(j6}_aekesjzHh%0=M7{+OzSW&uz-k^iiKL3AoKimD}88C%d!`
ze;o3ha85pArc}er*<S4q*IQcU^Sil3ziXX@gre(u`w!M?l_{g4bXWX3X#G@Mec8=g
zr=U^kX@Bh1Wl#IPfTw+i+a<Yo@=11n)~F)8E;pLMN5O5D%t~FX7-J(4wyhYIx#P5F
zO}Rkwv%+t|f%LXfPob^c28asRYSACxqDP`Fd&~acM@=aTygd;JsekUqv-!;hq$Cb+
z28(m~saCUzF;6<froaX%Zpry!b8f0;G>Vtz>n*#4#M+)p6T{392A9dnhn)u|Cv$M?
z`;EfZJS`T8fdLB_g_bv{x{VH_!y<mERPdrS3l*I;%k_N4m@+F|8vCGlRL&W7EMe5K
zDG2XCg8~3IJB79OT7JgF_$F4}1?g&yf5<M+mMcbse&1g%G-`Hjx|zQYF;BtV>cXZ*
z-~W>aPlT?KN`V)vSuN;&>nw_)%-Oj@wmBa~qd@$LAsYw|mHn<R%F%HtG*eN*1LBrY
z1Bpf?Lj>v-?qef%E0LC~CglSi%GfeI%J5A!!<1b#FUsEXYhrVrS95+{D2~9^H!3C!
z(LX}XjjTDzO6E@gq>~ntE;@iPe%4~0uSU;-YibD1XED=L3MGCYv~JbbDKUQT@{ON2
zd3AaG{3!?;aGqedrf|Vivqe*g2_&q_Rh~`wcDp#&VU_emt!`E)I7~Q!)mUr=zz(p{
z(e3y@9`d^N_KD{-w@;KQ*xs&6kJ?9Ou<v8+Xt~%djpcXlFlX6jtSy+LdI`9v_M*x7
zxA>MC@EcA}QH8w?Oi<fd#uPbATa9wtIa`aJwzUJa-_f>q;*WJ4Vzp_my&2!2Au}Xq
zu><1gQK>ZR2nzTkHOutXKm!sd4DQqT#gh@He=ZC*X8cCcE}3Ri8w_6^JxH$9ghZp^
zG+@>-FusOj;5jb|9$$50FbLB95TqZZyOhX(841!WQ6LVaUnYRWwqoP<HGNxArS*W(
zu$A;C(;&&ICSt&dvlUgb6NdMMV0f(u!~VsKBXM{~JPxRm0K^T-T8!Cx#nd+xF0Kc~
z<+?VK*k&3QD}{M*8!=#<lV}-U??I#ZObCq!6&g#U(fCvX8cUPVxP{PY)@EiZ=7gJ#
z(E%h_Ll2X^>6qv>n+D68U^6kuY>h!CSh>?wz8M1Na|)ckXmB1*0H-eroTn2wb)$kU
zTv}%07L9;I?0yOk?N3R^BfdcqUdO$#=ZJB=->n~mz~&ePe7y$kV)4e{VDTL#`u=Fq
z|2#qT{Xx-}o+bx$OcHph%G>Jb+!BbgknPQ1ho~!WxanC=5%Yq^81E||n><Kq+sQny
zPGajhHYB>!dLzeQie;lxo9UPsFK9nQ0r;(15+3+Wu_lg+WKd=uL#26yWcdJqZY+ke
zVjZ4S!iA@Pr{^EO^DS`#R*|=JI>OvoAZQ9JTP>a8z7Z7I0kbBEm56=)`!cMpL={O0
z(@_Rgb<Xq1^IWQB`@zYFfA`CZ`rHU>M(qBVbJ14RI4d)f3Hx6zL{;DZmp;)^H#=Zl
z?kHAP+h6wQ$UaDhjLKQ*%B*Ib8igb9(VFZDvR0*ti&B%cf;WJ2DpN{RJ!RAdVbs3x
z^hA<INp(5EG5!IH@uh(an-+OH*V<zY{4wh@Wb7}|G<J%vJ!8L58GH5szXAkQfG<p*
z;`Bo<GQBl<*{U>2D`4`cL}3_V_${JM82(Bh+#&Nn>giV08d!JcZ=<b@=KlgzouBy!
zcnmp#RpbOnssSgEpzxheAfd2N4<urGPJqd}HAQGTPT=V$)U-&L{{g<Co7SUS4J`RK
zD|2}RYp--|H?PI=V6S28)>}Xx2NJ<?_f49nNE0m26yK#xG0XJsk3mYv2*o7r4~RxN
z@Lt9PZ+89_^p~+C&E699LQ>Y9UaTQ?eRB`=;v#o&;2BzAT)?&Jn6--ae2(uXCv6k2
zYB#EQvqFT$-b#n{*U>ug5ltPSX`QD7pH@1MX;%4_2qoaT;ota`;0%BC)xoQBfzBEJ
z!LqX;aFFdv2!l%q*rn*nO^9uy)9*e}-Eg4w4VOUKP%zL6E!@hb1nQlgR@5%VFll;T
zXDw;hUvayMB&3EOV;xg&3S|%SG@O^`)W(P+t-2j4+vTY;-g=zt(6D7si1adF)YLGV
zn|d1d4W(gOXU7{rPT14%9Cta<DLu_LRx&+)l~>uu8mCtaK*=7Z*63lpjxb&VVv~kr
zosnfo&D_0t3az|iITb75#k`#5imAD8Z_>G%71?M)ao!I!VW)Yq2m3D->|IaEpAvyL
zPppUicyCfpB}xR!+?`Fzt3;LrII`vLa6O4|9m<MpyzV&5vB-i9P1{*KLN8jD_J}nG
zF;7uT2C4;X3~N7Xi^o98TUGMswM%pta&V<;AFT`}EL9!!Emd8KLw~|cRs8#)Ww^*l
z`Ng|3u~c=7Z>j3pUR_$M+J6eNF2S{sy_B*l)ar9OSwt!qk*pFCd0-jp$?3VOq{dQm
z9CW-By`&Pk^mJxSmP+;)Oi{f60#g2O(5jNac-FIjV|0q@4wUc%?^|_36)1s}d05m}
zlBnyn?@ve8Tu@KgW9h<9Y%NXNeOx<6+_3-1g-fr;puArblK0(8-ls;(`&9|@J~c_+
zdswwwS}S{alUYyJm!!)&p{+DYFGbxLId6)Qv)fxx%6}Y^@|%^EpBOFW_a{jCiAhps
z2hyq*YdT6z<@DsN;XslaOB3`msvINfI0qv83yS(5LZbet67}iPqW+r%QJ<b9>MKa0
z8>XJ9sa%ApqZSr4WF6C*m<Ob+DlDVQUCLVa7nJpXhGhLECF@Pmvi`ROS#Ju;I%z#&
zmpepKV7M1U56ApslQ-V`r;`i34Sd)bR_9HC9g+Y461B8Y5zH?%-Nz{^YtgtPM?CBK
z^hIp7h*Q_-@owd*{_#!@bQraMMr6o%f0W}teNI)(Kg#i-eobG`GQLrfSHhu9`_Cfu
zehi{@;{G4H%&8qjDy@8}9Fqy$>uGovGdhW*$Q-!)D1(@HK%9qkBOrbSb+55>LqnYh
z@vG^JfVj&s_WTHpd8FJ-<VlQoF~;38tdQQtNOxNwph+sa!+SH~y$KA=7w?@XFl34h
z(cYFgj3bDu+%p?*$yY_g{B}*4X{_~N{(yqHt0DfD2#|T8zQzyoh%jVbJ{7tn!j5$-
z0vp+Hcd%|DSg+^-tmmAd@mb({6aK|Uj6=hKFsFejCyaM{#E7L5ewAn_KdA{NjpZJc
zf2W{~bIQ>%#2pb>awJgoW0_|xlXz3`<r%)DvJks$y*tF7M2J~EK<r#MmLb1;BSM52
z#5(dV=jhdoO1FGX6IKcvJXjx1hc!A}d2<A;9CWlhVNDQ#FWVwuO)3j)Wb56*dN#p&
zPgYpt$875+h|jtiAO2(ukKSsctg2hL2a_#y7_!KV_~+aa$rjFS#AaLWZ``qn|5xg>
zj;gdvj<*Sf^DbOq(E5~%l9Xdw-sQM2@A4O3UCz4<Avz7_U2dXSo<g(<!`9#77^n~t
z-A80%o~AKj^^+0TYD#$OtPao?6YdYiO=80o1mpg1L7M&~%|DWKMeMpQI`02EO86DV
zpQPDFnl1qf<6`)632Zgcm!q#*oHPSd0Oy*Xww;F5$r33aoiTX9HAg0QB3d9$gQzVz
zEr{B86>7uLsQn@Vwc#Yxt|ioF8nsq^N-L4+7S%&XW8Ym$dufRDyY*vGh)eSOdJRhc
zjF9AW`0m=vXtd-{Ly0(h8BLNr`!O5Gffq^>CG4d)8#;NQKm|P%H2j!Wt7%xQ4zv=3
zNSq%F)a|s0OG3Dut#H{9jmxeCTy`YkB9hJJBQ>q`XPpY_;h>XjPHHVp{(VeKjND@<
z!m`Jp9UKVB`*J1koze2XE<xTqljP00xmmNKC2lGgA?=L0xtP}Ua&uHUM%Zz47};M?
z*42=#Z&R|~6)kHkLDsv1vQEm)T@wzYXg;yuz!keV{FQQbIPjR3CIg#-A~yeaObwq)
z9CYUEzC^>AMly#&5N{6g2z?RBoH*Yh$5fuKcKQw{AYU2$Ad<O*$dpMPu~4tYy>D6}
z7V7nC`FfOrad6XK`aa$JUBSlf)BPQnBiVj1@a}G--hF5*DPxqdPxlR|I=_v2(ff2S
zCfz2~Vt2bpNTmSO^e8DK%I(gj@GEyh96>qKny8HELC>Om5u(VfXz57QuFVeX`Xmw1
zX<a|mv@Qx2J?mP8wp{C)SH${HXh+R6gpG0B`6*XgjM!shW3or70zn(o-5C2-SIDrm
zz@||zQN-J|{?+A9_B9`S`wH61Xm5|A>iq02z#}x>zdQaCvO1D#tks1@u4i@J?k7^X
z*0H)VHG!cKY%dOf#(CBz-u1<C$)j$pk5iMyDM9|xti!g}J~7g^)`3c$k&7k+o^1`%
z7cp{mJrBu)j<7xPY~my$P>xwSk)tMlePdEiB%t{zkdrl}jt1>veW##ADkS)Rh$|LY
z!zv}xp{=S{@tTNBoa`#z9QyH^2q6^zmI#{4Xbl&ls?QphaX;O>B$87s@`3WcH$|RI
zwm=ePTi6h-Q=X5&{Zi3N*NKXr$#D0pQ$(X<GEY4bm~e?9>Htqh#Ts6%(weQ}uo{||
z@`)-G2u_z9SQTj0j&|71vp`eCm~@_|-Oyysvzv>Q-NZ$F0pdF&zQdp<Y&|^ZJ49qk
z>%k>)c>AgwrWLR|*v7i43%!xOOY_jfe2i4?)*fJf(FvX)x(j$gC&|C)xyU=Cp}tBJ
zYMLi{P~V`S?s9_q$_R*gnt7KWVl4+LYe-mv4sxAxkU~fi?(x;GNZ=mHcW}85=lB|z
zFxkyKoa3v|R7U6c7F3;=b6g=A47<ilNl!_Z^L343JoL<jyMJDaV02vLg(qm59%&`?
zL$r}}EVb>*(h93qXp@VfX;+jJ@a(Fh?5ew5#8)7|u;=8A!e{Y==Q*{^O4gA29yBYQ
z$}R&mmTH7meUrMRbiqbv07^&2I*jVuE?KgZc^K6<&{RgF`aY`8%c%NY{=zo(6tXE2
z<a})^42GUfard82kxQ&i#rF}tvdOb>wYsFLTXzOlHgjTI0-sLg&%8%1ZPM~#?9wJy
zG+(V&G*|86v-moWJ>nvR*4cx?0HQU`|7MQZOa5Bln&xJ&F0W}m6+{KsG@nVUFm?;C
zOEk*IyE(TdSS2DeD(ot-!~BZ$HM0;YaqXsMq}PVpiAk4ki&-lR)$WY*u7q5bw;Hr|
zlAJ~IVNZ1CbPr1Sb;iHCxrdBRLKQ}cH|x?Rt~!e}R4z_t!Szdx4Wvnpr2(*vD#u7Y
zZeWo81(Vd1AyMyFqTU-V>O%>l-kT)q{bUSuM&ktTzMIvNw^vwC=$EA%Kx&I=k{|F|
zh!OvjVwB#i*QxH$4Pj7H7+e{R!O;W^u1vx}oFRq#uJm_U;2>zXv>pmNXGo<snFd2n
zQ5Azj>`TUhzJtc_+aVxcsDQXS8i;!nfVesdh^vJ$RB#KVo+VI8JpeA%F@vP$(uBVp
z2f%=u7{Q+vYXGv(pwQnN68h_u(65aa`a2VZer=M__mR+Rb(~L*(O5_9vaFuqcc%+J
zt-&<WuaFJI2!BhA@MX15=kwPg@&Abu|GsGPKa?Q;eM#cy!=U&kJssI|!3jDNUQhZu
zeur-HOKdVt{(VeUjPPS!PN3VM_J1oR{(n^B-ybdhuP2Cqf0FnQa4>qfV&WDlEdWH(
z2|ml(F53|>M6J(j9PVhRx6JWv8XEm>Los;79r+T~eGru;rw0Sj?<!QTi$>)a38-8b
zL?vnIeqZNoftEfF$oYW(1P@$|Nf%HL(<PkMA`aQk7tJF$^BSAF^JcTqk;`2RrXq5=
zmk@6ntM?RQdx?m>^hK<JWRCLl0U^uq9<lmKM5xT>j)`n;CIP6tE*&VFS&WJzIZ0G=
z*res>8wvN-U?wU3Ag9?mm+7eGXX^w7?;>?|CH~c-gUt=#-k@{VaY-C5Qnd+ocU3}6
zr1`x0{FOFN_HW{_Hk<-uKBrYib$rj^?VUm}RZLxU9RJ}w)?J6PWCt{rlO`peaz0xr
zXLpmKt0Od$r!*J)HS!>9WRG!BD{js~*419O4^@<0NG*=d+_5S|WbUpfF{sQP73;{{
z-RS9Y+L=<RYlY)zD#>&bcB&jg)p=*`h`(^=?f}^|36e8+Q3tbxrL5;GxZMj<7}oI>
zzvG``lhfmK9>pqOl@|SQI5iGrfit8Vs*MV+fHr4wqXo9Bk~6{8lV*O1ztYXnP4ifD
zIOlzZKw9Q74*qD6M-jDn6|rH?wCM5#<%_oF>5gdQh=EHLaFS$rG;$u-bcVc8RnrU6
zwA}MTbIJ>4$O+sFRZuA~F*x$f{x1CB4UP`GqQ?uuYPfaSg*{&Ag2hUyN!O=mlsA#F
zKd%QyIdnqhE8I1Cq#@j34rWICGHGExY$euP3GL23VRvgPB&8=jg={N@jGd_@Bu5^M
z&`3^kyv?tX;^@-@G2AH)Ib8%~G36k3*=l!)-9m^x&;!ISf*YlLg+S{n{&y(&jtIay
z@cV2ues9*qk1`z|e(zTJb(>@Pmk8`QQ}VZd?8H0n`n)PM#XIi$H35?BxjTGsC44{A
z1AH&_<$-9F+>gsCC@Tb0tki7WX~$O>i7Te<LK&z0$P`LPjBNdPG{_&-1ex+F9>{;C
zK<+-5v+Rt{L4z|gKlH;q$b&{S!@e+dkS#Q(7*LRHN&th=<c3JmMZ}b=L9-iEt_ccS
z(ZZY1)>1*<pPLp~E~ias2{(1GL`xat%F|HQ7gu(DQ+Jp}M0EZwna?EkCc(x=mtm>v
z4P@NzfAzp@ZaCrQ@5pAZHyhKn#w_I@nq}Pdf(a!8M!RWu&O;;Yi5u!PrroYSghH?{
zX&Mt{$2?<tL>W`;h?kI?8wV-j7>qM)PbC^<g5qK}r|xB;)Z4k3O)Wzc&=yHcv>9R>
zXstLlDGW<UJi-QVab-@MqJ2dbg=~P&bh(y2#qY^TGr*hBQbq$Tpz3@KFu-5P`kqDB
zNAirdzOb<MtdHBhG=*oKx!vItZt7A*B~oDul@`uup<K`~E?}MUl0gk51aVfQyu~%$
zDi4>NBb*+d9PQZnWIc9$vxbK3|A(6PPkC6+{ujaHxmn8Wx!~UgaA7aN8Qr__gXabI
z2fV<15mA=s><{>cc{dCVmvl=z4i4NWdmck+LxjtCBQY;hL95_0yt0aN_8D(>WhDE`
z?lWGGmNNQ`ccJQhd`6JLkkh!0oCb+B)@g+0t>-kj-4~@W9qTmW`-tA7#i?qwM@Ch*
z-W1rQwMtxU>Tag;@3@KDr9~T}l6Gl*SnbjpxVdZ|4IewfzYkhpgB0Q;zs@aMAM<U|
z`ifVVw`e^Z6a}|v@s0?(8F`{!tGDVp3uCHu#FCh>mB7X<jg`stCezl!a;k}#<*>LA
zNLB1y9bUA_@B9X>|0HpWY}91*LfFqx!mk(pomi7(D-w|~5PYi^(^701m5Guz5~8>s
z6dJc``ACRsGYyNCzBXdOh&%t>SF;n1!4MiN@ZCjYDjJO^phO%RQ(d5Oq&qZ@#7Qo=
zORg(4V%zKjjU$=S;NF9a#21Co*rL!VMx(Ja0gYl38p=r_xYN6tkrjzc>tUhmq!OD<
zgF-kdZXyPWL?`9-9R%Wr5D=FsAf}^%*q;EzbP^D}U9^eIuypK!%IOJTW4mZlV`*Yv
zMwMd(9=Ad&`wNP?5)$<@m8eV6qAn$fx|Aep-XYh*(zTwjMM*tzYwVCqZZ1vW%SH7V
zk;i3kRi8nj|7J+&O(k?ITIerK5W1Bl^qY~^k*^R|jJcZLS<&umd!j-F1X0_B^iQve
zZI(l=G$`chHKLUmL{i>IR1^e(d1DBeS14dA(ZIYe0hme<n51n&!zb9iyAdnr;wX5P
z7yblJ_UKrXcsEhmxu*2r6xz{@F8T0civm1vhW!irBK83#dTyqaG$Sa$j|BuM<4OdH
z?<E>#hD{vvczptgY9&IP2bfgW*SegQs_9PBcAgsH^G*<!G!2zAvbVboL~ZA}SfD4v
zT!L>8-Ooh3dgvi8OQE?Cuf&&XcypvyZ5oxW9YB7b`sf65jr%waNQw<TAWx$&0?16E
z={He7oF(A^^ZyYw5=n7TgdVdBQ*juJUM)Z*d+ZL~I-&bH5IbLVFZ7{{usIQ3?7-l(
zc_+3%C9!p4yVZT1hAl;!9=5yai!Qbif$pj^JF(?(_2)#5#CC`?V6iCqSXIal>5FI3
zlD&0@>vIU#pMcQ$;(C_Am19r=>x~qPD`V}j&$A%62n??vscAS`3Q|1`ucI#-jy5Jl
z-WdTQ2fAB`MhW2thOmPzh1UkgtD^uUEZgZ0oCbk&CP<hsI2%rgIFYRFAR<Ous<%4;
zxjGt<2~9vKl=T3y6d>J&(6>fF!GZ9#ekj&56h2lI2x}Px-%pUCtlORVZ4&>LJrMtC
zIBHq}a1;MK8iLtq2##w)K!L3X!HX0G-G<c9ivWQG<C-6YlNf{mI|_!A7>2-)kfyBP
z9S}_d;&2auxFj6BlR@~7vk;N2JOIuvW3wN&=^35NJr`$eC~EEIeob&GIQGDOy#hC5
zbpAjD#vEhc@5fjSTN)x#D;tg&wsh(MR@qy38qp$+cx6_Nh!1F^)BhaWs>H0SZvAB-
z{XZZgQ?uG?`?HEsxqr&EC*}UX=F9zGU#WFm^~JvrS`WEcN$CX_kUDe!U-#wyKk3!w
z-2X996wLi|Hm8oxb+S2BE@EyQk?+^Y<|H+i65Bb;sB+9iHf|`A{RO9A--dux&^~B=
zo&+XlVaKEAuirokKl1+U{&7-SDf6(X`8;B~U^ID8UHXf1Zc#mfYn(@%(q5X(``!96
zVvjoq%-3sB@=NnU$$w8t{zSCof0-cp6G@V1B`;xrj*gO3IX#(cD0xz2X#!tHm1CqG
zr{uD~pr|*6M7<K<T_t~Bw5Xqm5^+lYyd+UyPua67mJ+ASGp&YJj#!nB5PMYKOe0U9
z*rry}ET@`?!5}W%qbd?VK_s3WLgE~S#GTPdT$q5wok1j$(q-FEkpFWx&EQ|5jlA;6
z8XQ4P<vRDIT}6a;PR74XMyoNABd6)bHQ%H!Vj>r($I;IEmVor6mxjx|hNzQMxKlY~
zy}px4U-)t=N3Kz2e67g=H@G{*J2gwnN(_I2Lj@;YY4NF9Zn=)vgr;1gWjDcb-G8EO
z>T5#JMpH@i$As5}DyZt)8Pffcf-CASgW>mtUP#(W$i!|7k+4Y#sGut;3CZnVk;1V|
zLheC1(u}Ai<b@~P!AZv~+@hV9aS!#-X&FD#v<w>5Jj+;&wp`2TdOUpt>Z(Xa7zdAv
z_u_}%8Ha35Viq(GY@HHkUqL6N#3JnD?L-o}jg8J~QXjWyhl#wyC0%wl4-@$VG?mdr
zK8ULGGLe-&9>Z4h8)PLU)L1JCOI*)NxZU4MVOqyZ#!gUB;WH8XTAOJYvvLkiZ`snD
zaz5;-OsA=Q3FJhW%1Q3ylz_;hpu{tk)9Fj{AQBx6J&KB9JK>P#pNR}Ph-^`VNG!j;
z@nnk{PvVOMXxWEU=%DrZhZdG#gz5Z%s1&A?BekM(9d`30mlfH~JnZKCXey)KEIMnR
zcEdvpF&H+Q7m?ABEMtu(ENDHW;dZ}}!m*CgTpWmjDFd|^IVOH(9pNEPo2B4b?nX|?
zL0y!s9oC!B_TgdD35`&V0#47$E~YQZIrpS+_abOO*w#2`JqJH{wkDRuv;^ccIk6<B
zR}0!Adz2=jrw}hDMcWKwlT091A>#Xp&OvcxqtXW@??yuB1qX3Pu{k?s7K^xBmZD>v
zT~IxO8!O8Ae-#-8gO*Rt(cCj@E&3^MRP0*5SZm?M<2){{EF9*;k84wwS-{&V<!Yc2
z9EHGls+I8*Uc;<4hVzwj)ub1to26mjQ5qW`50rQbXzK=2qe1IBSDPfZL3iiRkP%e-
z+^O$N2wR`D2b}(+I2Q)*5VY@WZ+$`gj`mQg&$)&qkGH=`=9Tgk%c<5NvEOp-_4z6e
zjLu&RsZE(B<474l%o=m~LdmGkm?UI=>Acm1v3IP*7(}#i<h|=diH4gWv<jI-^Kuf+
z1gfT}y>&Y^ucYWj*-G=Re_Kqcge?g6&c3~k<4#F;wGOzXWTmg2CkEQ-Z`Nv+DWlPm
zge|R7;r_nw`CD+-v~066!qzfv6iif=RPisuj@)0)1-)Bur*VfeyO=+CbBKLQlZ4_d
zw`;8i8ZQk~-NnwDLaWihaU&D%^KoaDd_pGH9(Pt?3AG8Wv)j%|#TxFREm!Q(=>~Q@
znAKw2S$;E}IAANCTs!Uz%$QY}e6!X-{Q<;Zc;(EPt>eo|(ai+fK8&w8B#x+=Xf-PM
zwz^p>OiUSt!}P1&wm#ek@4kMzR%=#kP1E<wzQxXJ8;+vdnw>aCFSxbwWDOm*QlG%<
zG=Q&ZqrE}##H^V7WCDk*mnI4o1Lv*K&#T=E-h)*Qvrey9S8(n^rM+*7lPeh&?`xlP
zl6kBQLE(M0mMshQIekTQsx^c5*0|=05*SQp@noP0zh@Fh?Uy)f%GG+SIbl`{wIUg@
zGtg>Ik6bchm+|k@gFjA~jYh380Xr>L=oq)<L}~%qwzb&r6>O!CTWLFIgnkJ%VZ95c
z;H(ktDjH<%(}O>RDm&|l2OEMaK|~c&PG@xmPNZebn2>l8-<O!xwsUd=uQN4@6GgKQ
z<v=%Omh|#Mt%{g}BvLL;;4GZ!^09VlxwFP-HER><k+Y->japr7&DJM8t%G3s0UHJm
ziY4gQ@)Jn6Y7_kGQQbCM#oENNS<<I<IP0Qjn-l(;tR;o!#F4UH7W%n%qFA=+01PnV
zQrR!9p)~BQ0yB7XvdX76q0!ZDF=P-cU=BWGBmE1Vz<TLqCm>9%6#@CmhH=#U3Kczx
zObVJ)oq-}&@HTU^y?@=g&YHSepMX$I7-E41wu+ui8K9jk!#TCoY}W0u?c4F#9<9$c
zOSl!d)|lDeb~aE+CIBUIaM~>3X#$QFcs_FWj$M%Fn#Ob?)I2>=&7UKir<oF|>|q>a
zST>u}+y`uad#O2FL1zP4vxgO7&~5Kq;hX`ToSpE@(_>)5u9Jq`?X0usur2D?M5#Pe
zs^CB9@3KmbRDYF?^LCpP&uPJ~Z3yaQ{w}^wRBCulRfzTs3{@05m<?fXkTQ!9wGX%I
z=wc11YnGdkzwiThLwjn4a&;OyARWVcaus%KDp+n6hbt4j&S4X=;=A3PL*FISY~tC5
zLZxOLo-k)|M9PFwEMn^hxsI1OCsC7xHE!Xa7S8N$XQ^2|(jIS3IV*%8f#E_2ahhrw
zRzU}JHgKv7Ys^WY20GP*FGU+gbK0iS+&Z!Wx6aPc$1CaMF8X)}eY}=FK1Cl7(#ON}
z@j3eVIemPGKJLI}wN{lr=t6euZu+1*yRA3V2VMDWeUv`vmSF2k^g(xhS#&F@MfVa}
zbkn6px2RZj^P)xfLRfUypGDUOSab`WMF*W*bVr&+Cynu$zZM<qWYLkd79Fi((ZQ$|
zooQjw$($CQj$qMokrur|Z_&wx7QO##(II*ky$NX1!EL-_k>6agXv>>LZ%tUVLCT^X
z`xb4pv1rS<Mf*D}+R<#$HUo>c*;=$FZPC6?i?X=9LS|9c%Ayq;o|Id(pkUF&!J>qA
z%UK_gf7O@;r~tsp)!??oxvOnP!&%2qd{;`f85;~-#u4|l=r&{ItP~|N%wZ!pgXOG2
z9%4rL6}v`H2{@;}4(-MwTbt2ymeCz*ZN|^(tK;r({6G*oOEJ{88AE3oUBTUE6rE*s
zZ*!Y*4BubNkUEi9r835jcV{O9jRDYq2WFcw2Mu&DVVhxhkZ#3QdknnOailbBfg=t&
zW<79xNAI#a(D*KorfsuYIPzptRt-lTmdOg@^zjSOZPpRTJ3EjS#qqyBCAPQ*UgBZR
zaeR-Cv{{ARdc5nZ&8p;x&GxKJj@$>%3gt<}-HOb*<*w$kc7Z0bK-y*%bHo~$$o%+M
zWLVi+<Orsvc5#loTqH$v`stzg_mFir24?HU^s#mcK63Q&!&4BqPFWW(#h<&Z2kFlP
z)?4Y}L)L{WP+%v099@NvCVi}3hmTeC@$h<le3d?4kK)#A>Ek<8@lopq)CYyB)@@|}
zWAv{-C#$FHtF1H14)3IYed!E*&`X8Z$H{_de}Q%UEPPO?+;Rqp_~u+)*bI|D&ZLhs
z+2c(0I1@e2G><dM<4i6}g356wbDT*WXY$6Gx^bp#oT(aTipH6mai(OPsTgmS&LU??
z5-Y7@ah0}1R_h@*$Z8AydB7SYkv(MnDgFpqS%@WttS%wZv8;}h=vY?kNpvi$M<6=L
z>g^;qmer5xUo5Me$j`E@=n`-tD>^h^$ckRg6tbdS8Z0X@dplIRv2>!;DE)rv{?f-w
z50)M&ec3vNWSXOoUG%YyK5n6p{q%91KI-)GTKc$;K0ZbtAEXc3KVf|lA1!CKfAD3^
zT3sm9Q4bhZpnBp7#aObO7=8RtL^(t;7_4WfY87uh=c1>C9(tt*0xb^6Ub)ixK>M)h
zMw8<64dJ%jUlutzM1X}F_NP&(yAl)piWprn<LKY(KEDrkWBu7#ix%x$WxuF>Bcd7{
zafbK^uG>ZsDmwN8!ocH|-eVq-SC*@IN4tnPtTsd8TaI4A$7BUUYmbYh&*=XLUQLHo

diff --git a/docs/_images/cell_labels.png b/docs/_images/cell_labels.png
new file mode 100644
index 0000000000000000000000000000000000000000..1e9dbbfbba308c3aee49fe0969d683f0c57a4225
GIT binary patch
literal 7796
zcmc&(dpy+nzy6A76|=jxgpqcMHl<v0XS5Z`W!l8Zz1$|3M(zzmW#!kFu}JPzlH7B@
zH8W(97?b2OZbKt?BW4&3Gv_nf-|L*$*>idQerL})|6snp-|u`b@8@|x&-1x=!O}!b
zR9X~*ATiT(XD&jJARK}O8g~hUD~H{#2SLyQJ<~I%E`??+j5wo5*f`!&|N50QnK0ss
zj+WzHe!g`DBX<){=}$Ng>_75yU;W45#*EleqCZSMC7l_K<L=V_UiIE(+x1?r2&vzX
zgnqXF{)wWZOlIXZm-+jbJFlpJ@91C=>9sHKp(63~M;XrKrV6VqAqek&Xd`1Wo)y|C
zFawvJk!?mzr&8F=tv;ulpOUa(WTI;rYZ&-l<S65T2wne_T$n-6ieRSGCZ5C`D8TN4
zAavLY)<Em}@C)pNJ$v>jl)V;!pzkWL%pAXVT;58n@PNReF?%(3w_!+lqbweV?pivf
ze0dza@z-y_{Ebxa2!iPw`+*BByTl>r@%|?M^YYpdbnB{+2n1btF!m4J+<CV^#3f0G
z=TIMpRH7z&QZhT9_*%n+tkXKFO2niZ6|IP%{`+zhN(4PSy>FpPDP{Q44h}C6JDFov
z=XbsQ{pH6ajyD(VXCgk5!!NEJgf4vF)TH)cBAaHp9EiatIIMH7M4mg9FteAGE|r?b
z)@Eaa54C@iTu#nw(ShcY$Hs^_|BaPBhp1Kb_06RoQ<ZEo$)Py(Fd8)!@f&aJW0pdD
zl4+Ab<HjNFT4dsSGKuu?nHFtsB)*L}l0I>9bYtdRZ`7$FESke#I_QX!b}a%G6EN<d
zkS9lRH7(~Yu@u^eNN+ev;=&8w!4xY>O@nfl5L6(qU3+|y$BK4n-$Z28GbiqcC1i9V
zvP-Y4pizr*Ln*EprJEZ*8*G$;7<8%4{YD*3J-tN^XMkjonDeJa#NGS7lhs&}w9Z6M
z<Zm$r(y${TKVoDDQfe63>M52*nLuN`XLM9<Ca;C%v4qg6J#nO3wv%Y$%GB0S{m{_u
zenY^PEhJ)=W(dO}S7mEC!XA45(~*{#10hK9z8c}=mP}ne0%c}-_d0PJa*>sQ4-fTf
zF)L~ksaD4IHMEuK%+c@WvfzF-3>Fgio2Q(G|9W(Wj`NB>bV01C$pGii@F^LlNNz-l
zN)N;%HWFvTZfs)T9ytijC0fvjo978ys}t0KDSxzm;&Hw0{r8;CHhxc{eL@I8waua;
zWb$Yjz5DcfjxT#nmpySy(IdxTeRj2hZ3K4Xpf=iTbyVhliDlKf5boNHf=*_3X7J!H
z^YlOJM#&Vz4UKG}Lq=yaE}oT8XOE&og9=&>aDp+*t1~lXI)TyNgzZ@~g!k~rfte`V
zhZKUyub5qW%Buu%Im1^I{kz1a)9cu+33*oJL0%}<U-xt}WzxBX`*=M9W{b=+OpljX
zJt^?csl=Hy`aWAp8|}lBkxIq7N@1ogc^}BE<TR1N_jov#?ICV$APiNihW(Q$`4gl(
zPWK8PMFE&v$3eawO9Esa!^b*pZG#s}`wI_T5m4SnYJf7l%C7jW&ZA4E{Q)!Ya|_yT
zRhQpnP6h@C+ZYH}=9ZO}fj=iVR%EQ>cKA+JP$K5m9=qF+MPmkTwY0Xi@#}dkYv027
z{?z)*EpQ8+yssh1rqsHE&lp99+eF~e>$oq3Xb`q~$zVt21DrY3=;apuKVgUzF>Bb%
zk9Xsq^{Ll>t|LDAfRrurH~?5n-oD!B+6=|ss!28c*`o$~c~iB4#6cJ5yR&&e=s}Pz
z1?<`I`|KJI%lx$c1A3A&j!JD-rTuwwbfumo1u1h%{J5x+5OizBGghe0FCs8dqdm~a
zVScfedC??NrOUX@1*rk(tFkMhX^C4FJ2Ps?TXGo1w77MsZaO`e)Y@2nzd4Z7+nt@f
z@f-mUN8SKrSU4=NZLIbZ=ZYub*vz~DAI|Lzf}LN1yL1F*)uF(VN}ccyW~3RG9g)Mk
zKRsjx*3BY{zU3OD_D~^?m_^E}PmRw9ytHwUVwk3oyxhmbs%KYvz2&T&^OP>aD46Q%
z%B6B$Sm#^qHNn~!VPd1`v+3*9A=CHi5{uk}Ff!q#e9WjpdX_@n=1*N2n5JLM(%uZj
z^vDG*cvTbQ-KI)X$#gl7&TsiMJJUS2HZe?fFfE^JnPLt+MKx@*jshtw?WiuOn3we@
z_uy&fPUjQCgE;uR7(S;ZDxkO#wPKcq(v+m`0#Cr~($~I*C$6udOv{xbUlzAFRO5~{
zyd_tf>!~-$ftR3<i$&29$CcW(n4hZ^7YA3X!cUs2@Ju4Cywo7brPp3ii#zvbe&-9u
zwaxR-DX*{!nPe6BonUe=PJRs!VU($2bJurblo$?g3uXwqpsOVH9@Gw=fE{rB=!oLU
zlPnWVNRN0<E-yZ%HMF&kg<T7lTUw%Keqz_6z$9OmGs<2sb%cjkwVQ#vQ3(@s&gmg>
zcv0ES>l+CQQ8$AgH(6*Z3NO!glHYKMVK1Yj1fa%^KEG)Cc&So*u7h^}nxRa#`Iee#
zxwi?uW3qa*Y4h_$=QV4S5Rb*p>6HC%Ml((F*cg`Br-!3pbdRppzFr!r2}{&yptPRr
zdKLU*d)B<(JC&yRK$dgoJC>S>aU8?E*d{%qv(<P*?U^QMnYq&07pr*d`W$pZ$MFdc
z@|DhUUB!Uad#9z&C*(Q5dE#5Ve~BxrZ;ixN>rT$->SSTJE=>U0QQ3F56}kB436F_Y
zfroyNQX&1eh>5&1-odXW!*0ij`r{wR@;}Vw6=dyzpf?1~SPbV>gxX3I>wKGjgVW|g
z`9<zy1I_yYpT5QIqHRU8IxGem?nOQdL5<QCiq|*!Wuo+tH}r}pvjW5iX2~kn2H=bR
zU^f4r=PsWN(_WpYx>AIP-KV-TO%v=ELR%7z!V3DGORz$>f-pb(1!8EnEpRhw8JUhr
za=N;qq0`FYcl&-9K3Z&}m*u=Q>(}dQWDovZh!ql@o}Vwm{&E&jRogtmNslZ4lQp<;
zVa_?S?YzjayN^#N?NViD!B^rg-<Jun7q=M>@@+3G)AXg5*Uf&j@8va6s)s$gMcdwd
zARn1T7dWyXg4#9<IKQ_@waePmAfVuTBhHQUd;d{A^CzbMqLhl3#`br`+a0TtZ?=Z*
zDAH5@%<;T>FwDE^17m$4{r0`2bZN+DFijjkE^i=Jgx%%hXctdI&{1mj-!?-=(VCYG
zjDBo3@tXNr#%QO_ESvH>ALA^s+=$t+WZqrq!tIl_uT|r36Rrxrc>R{kl_IGTh}~7*
zQ*XmhLoXWD?zpOXW)GxHA(4;LCp)AK6YP9F@pwg3=Z%em1G{XsY&O}HGai!K2WIBi
z%4vI`BLR_lmmG2G6gg033G*9?<$|~?5`t7c4r#BaC1Ss!8X6`tHy9VWN!Mp~s@L71
z8%L~GWPj=_wht&ZSf5Cw62d|fCYTfi1sS=~6V6?q3MgG1syWVKFJd+bh>hu-44nXv
zrU3hz>*VY$YW62(=k>Scqsa>Cn!az<Df)>P>6*tvxeThulwrW6xgmJq5G`9_ijqx<
z-YuD+0Mq|$L}U{d-RJs>Ej%5ne;`G+suLQ!_wI&6MIL5CZRdom<=$TK_P8v7lPbvm
zRXuYYukP73L61XRU)v<&ILl*EFwH%;c1x;E^dJ%BM5JNe*!oZnW(vcd#P}}^R-Ij}
z3tq6}emu^7dZlQ14%Z%NySdheaQgbEScit-W0CBT$eM#$9yA^*as{O<C&BiOj^ynj
zX-OQ7dsgB4gJ75^3h5D<fs=)b#K}?g&43w(fdSJLlZ9JKzByNAR-8I}e|nnIg6%zR
z6t=#}q(~Oo4g0S0Hnh}rbW*+hOUPRSq)Qr|JR;0+ZS0O;ZRpa+Va{afFT;d8OEBJN
z*v+-^7@3kw3hmQq=A7n8eULJ5Esj?^airr{esx`M4i)aP@_uQv-6c_$cxQ8xdI^Mf
zH7oL)Z?Bl@`t+`PBC$tg*~ZLxht1&T-k1jD+4Bh_4Iz|bx6a5du$8GPDJi@0_wL=>
zS*D7BmpC?5k5v|TcXtN{26mopA#Dwj$b{0uLT{B_n!bY%5u443jQiRAHEfNQv50cb
z&km!v#tzp96;?I<+&F)CNx`(g{ekm5#R0WP&a~L`L^~SK&`+>bZh$JwCY#E5u@B6v
z{JwqsH!z0d+JqSy+FI+Kv4Q#^Z!QbT3uG`$N=nQvEmd^ge>CN8(Rerp9aPDu{Jg9*
zPICk(g!QfvqIw9nFE2YHjkd)Ip@K)ZN5*3!oa1>}#)yzMyleo^BKD3ukGsVlj(Z=$
z@Y#<Eo&C^cl^?hG7BIVdTGK1t&&}}4P64BIyQt)ros*naEn?Xilg1&?Is{?*C)n$F
zSv`jL$+6Xiq4iSUMrj>ICUaGTS4ZuQ4@(`XDf^J`NRDVNqVcw9q(yeAxa<tc7D;fz
z5Ro}Kh~s33ue@1Pq`#%d3cf4pn~&w)N(uslAFjRO%3#JBZX9lllXLE4*K$}&#EdA~
zf|;;LVz;ss@@lN$tzZT1TUQOYSUq)dG7GY)gog_x?i@+QJ4q0-H4qZ{9NkGn6CZ-&
zara;DvN)a0bV_RoIHU}romc%JwtLTW3x3s18S>WXaf>(GN7fY;6(=oouw%DH-uL!e
zyS1Kl{lZFKRdA{6T=xJ}`Rw3cwy@A+$FIc4h-BI=faL6{DFpB4bsEutJ)ElU>A$(Q
zl!1uk5=m1FLp72`5fA;io9l2ygg%%EWv-M&oWPwq(!Ug%m3FPX2_+(p*(GO~P?w%g
z`hejHL%wEUWW_l-u1$`wJQt4|a@scM55xjo9$jnZHi^h(gi(s^YxWJlTEy^HF_J=!
z{7(*I-WD=|#hQ~I;8_&MJG1Cu20>YOlF=Oh40HIpwz!d=1iTT)d5a<@<Yi%Jv$Q^?
zuVgNUd#YFlFOCw%O6V1++BCTznV?EY_H|ECg;9BG5&j;jt}JwL*Dt2UHVqO$KdP5#
zLg;`yg0_#S>1!v4ScEV(<JIPJ$L<~Srdi?3?en16yZZsJfuBfFncCLggxP6Q3Kn-5
zC+0LKQ;-+Yoqq|cBn>K;zPgA^Ksnt!WU8hXR530Y;lE)-<PGM|W0#^fpM{uo2+xla
zRZW3@w_jDia`Hv5G)*waDY6bUNe(*LA$;|6q_@azO*Yk&WZ~)Q2^>cmOR{3thgyEK
ziBM6XcH+cuzl(zIec>IB7DInB8Xz@uOb28aFZ*o&0`Kng0t>mg_j+wx0vG(=fA#$p
z(+>+63o?Z%uBNW8u6#H02}RP)D2?381a`xE9GD9Gm0j<GH+`!#gZRGV^$&#}FcUp4
z{Z#K6k)y?6inHH5UU(22yFT>mqsu3o1T<_)Nj^E+8b6nkGUoa*mw;0_2AoZ$d&gvf
ziLH@eqx2YW?DbVkNdYwM{vB7hS&zK|8oec9=Ybf@t^3P5_I9?Ba#9j5AsA*=*vr7e
z+x>d^T2Z(1?j2Wc6R)ayeci#aswUP4FRI>&?&W--ZVl|^oA_<mKq_Os2=gKfi(6IA
zN_6a@#2pw(m45`(>|^&nW4}GT!#%rY9CdV@DEU!L=lOHI7QJrOwOOO00AMP-hxN3(
z5XoRwB@OYhmFP;2*5+vEpmD#|%~v_ysK95uT;dGOq}1(|_4auB6}0){F%~o!!dh+(
zEH{i3aFaCe&~YNZ4CZMV{!Cpg3@E-AXL`ogC>?y~V5Oz5#?}U=p?wDKot}ipvz#-i
zrDdNT3U(?^76<_mpY%NM(pJ-bIXAc2SpDiTDub0BX3&r@vEW?UeWdN;U1koo5VeBS
zB3FRBZA~ri<mkm<Lo_0;4fQYg`ZK>%4R>1=wQ<y0KV1hrPjR_s$;BWTSjisshP=%Q
zo*BskSh{y=9WXqT^yWf>{??jfo_$sJz1xHUtsV0~@!t0WL$>p3UM7Ys2omxVLCc~9
zN=l(~_sHdw?WteOfKrckFY+^=oR<J@%B}xCg8alc*Lb5`QSBwl2P~srEoCo0eveN!
zJ~pdItA|9IIOp8zhyUQA^*1Hl=@42F->l^3qQ0zkjG9IO65sm`e^*ra8r_TSFdoVq
zXoZLAwfA_c`#;TO`<T1AEN%|ePJ3MfgBMN{Zd1yGO$-bzM2PlQ-n-3<uj6cp-4g?^
zm5fE^*Kc@mm#fUc!$XFe`-aczx4R&ZRSgmjgsGqSdAt@t6R)uckL=1MCn*@vu21#6
z@GyVysrie?@(MlQi%~p&$n-8&%aS%xni@PX)ZLwZe}(I{?ZNE0nXO=98CK1E@okpF
zop0{h!~x}9bn;Ki`!5LXQp7?K-2|NL-hiXme0+)kUXST$g1A9MV`|MdT~|*JL=N$1
zo4QK|m*ijtnwpxE1Gg06a_=(eQ8sn}(U9}+D|1=}AXt1vcl8}CcMs^5Kk5SGvsLF)
zut)jn)}7s#8W=x<89nm&AEgI>3L`tyb^}da^}%bmoXOq7EWn6;c~ues)KvSzTu;9x
zvnYeA53AyCPgj6BZ>+C2z5}!ykB&A@RN&(iNibyYN2Hc0NExJMZsRxi3w}*Z5@!Z#
zQ@Hq>r9rHzj~8gHwy08%Mm4^H>NNO6Z!;El%Lz`|YYyRLA~2Ks1;pfit*u2-G;*N-
zgUPp{bCWwj98qGrUBtAv_Q{eYwGR!dBW=cSEvw8$kmL-*pjnsR9AHeC!>-XeT1wBa
zd$@7wfr~6NjGR|T68`yJS_ez|oHMb|lus>bLT&uCDONw2-NT{1aVFI&nJ&-ew?B<4
ze#l=04;9DWpyilu0G@Zc9itlDcdM93DX#8hhaYM*7uD);r&k<&YMTJ^4!cu93WCVA
zELY-)&mTU~B?>G>z`bET;V>`i+_%=?1s6L+@$5L?&a#?B{jHzGeU;VU{i+>0+lAAf
zrRz{nZn37jGoSK7j6TgwmUhhdLS`9+ln`89;{n|i<uTu|W~_5eA|H-(tycX3UUwg5
zJ}fZ1IoHUKP~09p73ca*;_2%rT=(gKxgBDB0|)u!NHoYLi9hw`z6yG5fPq3Ihc`jk
zZRdVj84g>?>UdMvU!mN7VG;1(y9*uafQfrh&+4bR59(qk9H~_mXLI-jUNc{K$$hA4
zK1{<jA~mkGgr)6##)KcVpjp##YQvws71ch^cCOrL$a+gJ!S9BkV`ZCT=+hyqo_n6>
z1y7Vr11mS!1<$OryiPOQ+Fng*z+{EZb$&Xg#MGFYV(`WbAXE}xA&0A_WTmEaEf83>
zit2dc6Rc&OJ}{M)=KL&%bz46Y>%X*nD%*^GThjkfdx>N=#Wgy{{!wZerZcE59Ctdu
zzlCr7?Rq$V4%;zzar=E_HW`T>Vp`HgkiAw2>y_`o>b-Z1=68LarNA5%HsI>4hp}Z~
zawaHuTZyz1KmFj3;6kN8xYMQhvIHt0aK&Ka7$~g2F4V6WXDHRzV2ZBd55>mDf*_#s
zP@6Ddh+C6zId3bVSpewE4{HxvZ}<Mz)>gR8yI<&nX#wHy&KD|b14Z*Q5DL}XyurU(
zWB~%d66`NK=eGsS<;vHpKso)YljhZLa0uiT?~DGbGl>7hv;PIB8~>kg{x|!9Tcu+7
z=Q{5P25fufjfVWgjRNp-RrwVa6(9?_{2hFuK$f@k*b68)ycqiRcASjPwU&VQm(pHf
zh0ylf$3Xm$x$pTgdrg$V>m9&PfCHeTc7M-?tLC!41;uskf205WiPZl;m-U}L==w5d
zsvlcoWJt?KwJpJrGhf5k%YU>~-#-%k4^-;qm0kCbisFNN@x0IrRb^$W07v87II4VK
z@D+Yr6z>3{nBRZ5(be<lSUNxU|8l&ruh{Q_`3S(_^T8nGS3qZId^ryIYY*=JgFR?G
z(ziYMKR_I1GkAh?ir`f0&mV~jT4@{4f3K!8&5_z0IiUPN#1Je4jwNlkGA@D`_`f_!
z^k{zX{N8Ty71I*Xh11IZmtMdC9g2a;m4JiITX+9Y7=eF4;aAff14Hq%&X+&^_g|XY
paFo&5XcX-VAmbgsZJttiusBWCF^+oOH{c><de-tx$xkkK{sptJp|St~

literal 0
HcmV?d00001

diff --git a/docs/_images/colormap.png b/docs/_images/colormap.png
index 462aa424d506c81ca8a95cdb57cbf8e0e1a3b69d..19cf1698b1da051e9767def22722913ad7969283 100644
GIT binary patch
literal 48841
zcmd43bySqm*ET$WbW2NvB8U<y-Jz&RNGl~EA|MUY3>}h+0)n(s(%nOYAYGC}cX!Tw
z=f>yxz3=yY|9)$|@2uro<1pO!Is5E=?Q36q--M_tD-aXhAb`PO#802dtHEGcEHD^m
z8XgY#ga=+p3WL>0J(ZWyaQVJ5<?2D<gp%6P7M3R`SEa<Je5Uy5(Id{jGtE;w%2zTk
zHOL-mQ0tOWzxqlgQfj|ZohHbFmly0^jCUtZnj4#3+uX-DCF|z_*~0aO=}tEpFZiEN
zA`Z_#KOL`4lH4nN{&s2q_ZyCV*WP9ON<AK$;H#JH#=+`fmc!Y>s_nAh)hB84dA4TW
z|K8$ak+DIqVkJf!?hT$PzcB~unJ!+*W}nNiC;Pop8y(tZ>J`@dr53{kQ`Jt*JG0H?
z%*@PNcgdmGBZl^D^-LnM)MRnj>(Lx4jRSDrrqli9%^vMCtzTOA#4mQ5J32dM=i9=Y
z6B(iVqy-z%dVd$T!>pLJC+ztyf(5Iz+2NdYK-!jCcrvaTsP-N`*TRKgpy-cKh4jpI
zQq0@DiCD0Ae+yYZY)yu6D8>7WILkw?PmO#qI<XITsqek=e^qA5zTR5#>HC?q@Sc_x
z)k0lp?k?&4MU{ig!Y2hjhowKZW+BjqIoVb)qo!({*}1szmwS`jhv?9cd2yIya=Uat
z{+?%&&3jd*s-e*$$$E7QK3eScZXsj~*pVG_=EcglGngLCklH{(9e2LIG2Iq*;rb_8
z3Rz)uW!J30L2MR!A?s_fNl&zG&A!_FlXg|njH@g4D+>{APuIC)!17+T%elm;XyLc_
zc|N~dQ(7Vq>~x;gC@E6(aE<>0Pc_l4DcER$Uvs>~jFkGWj(4x*InmdzUjx@Q%uqd{
zYJ-sqDK6r_XuJ$jv%B}(PJaexWehmU+6-lp!%}w69cDXJ!lNBMtzZq{Y+!i%ziM}y
z2z6>*?1ugn%$XZ}c_+@~Gq;;-aN>Cy)ZRtA9Lts#?~m~$m<x++^Wu(*_^$tj#xH}q
zcmYJG4dOCzU_cFQlDPnZ5`|sXa`rolW46w}tlK%?BaMvZH;f=8f8n&i3OjwkaGGuR
zIiKcLRidcVvn0cxA2!EzO5c&=5Z|C&njAA3D>j7=!&dnL@3T^-Na<Y{E#8azi{^RL
zKO2=~<eCZ@7#$hcaabB{b;Vd=W3{d&;)u@Aw-otoXBzmH{}^<|+-r_vm0NIqp~s`G
z!Ti5p;JLfr-`oDdIo$fU9SMldy}o{8SC~VcZwGZz>FZzMk}w1-B?uaAO;+uJ^?Urk
z*1u`@jo;*PWr@7}8+=P?+2=VJA)%piFJIDq3=Op#R1yjh(VpD}KET4tieYDG2O~Rd
zXIB+Z8YV>WqIX>A)R|)E=H_h8f`U7)55g7{aad$_;l?mE5HT0K?aacSXO7{Ue5>7%
zAr*P+D4o_vu)VXS{`Uij+pD~|*zcX~AtC>Ciz)u~BQq-JtS9qB3j5t9Nsa%X1*gx;
z%4<v&k_LCDm2DQ&F-6Y&=PW~mv)=L%OY4z{m5@ugU}?_p;_)!`t_2`t;V!ko!4`q9
z8mFdi$Jy!YPkK#l>eTl(Tb#c&ZgFz5J9lC)5~-wPxr$Ic>IF#_o@j*URL0Ugg}A`~
zyv1u~vV>inoVIy#z5f`3oP3yQ$x|A0vZ$-w^Q789sgXYGMx=r*_Mr=PSmUkZ`hXtZ
zt(MI6@oP4SoAamJ%uKw%>l$lGgPZ5NMmMpPGOKHS(=Z*}^n4Y0c2PIfXV!U^Q`&FE
z&Rk!_!8Wn|eJeJl{rkt)rs6jV+D<;)oh)D~-1~HA>0oEug_d#9BKP&7F3dY`-i*y7
z`HARpyFWiExqR(oPcfz~B=IRjzR_})jR*R2$Z%a89ULsn+L74j_Xc@4EDQm2?kEr=
z5-YRuQg%TvqG7ny(?-Rp+b%Dw3S>%b8*aWdhwrUdsraJ$^>|{-Vk<9An7=oEd$3gS
zt<D3P$)mD`J+i-Q67RzhY4Ctp@*Fo3Uu@$-WuuQV_Rxi`?U~o56cYx#*GM=iuwZZO
zWK?&+0NJ#L=`I;L+ZDK9Jnmsw*EW-!=y{>sxnE?=4HFMEOA78^WSwkpikbf@5<~=-
z`iUfg>9!+%nM%6YQ5WoNIa|-M$YOt@e=KPv@Qb}vkJGOIoZRNj!DZ#8d|vMkXQzoV
zSEJDQQ^iP%awxIBq$4yleseK(qEq!NQDweS=0TBRS*8jfI|}o{^V<^3-5Pr57Ac=@
z>d3(Rk$ahCj?MUv?tZcEL0hI0iNJv$j&Koh^Jrr)9lQ??Bz8AeezarrowbT9Xokb)
zG;Umv41dInTk@1lm+IWpQq#vO`RV0nsh4pBk)_+*IG(71vCM6G6bW-3p~TNcewEi#
ztAoOu8+1n|M!magNpc($p$K;|{|*w}<irrnsd68$7|by9zhuPp5id5xT-pPIv#LXK
zZ$zQPuKRh<x?~>+dGOQ`yq&>;Auk<hrypeDpIYDMt8S=6eKxCs!L%+N80zT{irl4s
zGN&`cHawUgeY||{x@Db<Y1>?a<Qn;U^ne)-x3=n&Ogl`7sP&tfnh9V$i~Desiu1jw
z<eajc!*lji7cCY;7sm(%q&sOOW<wJk`xcCNp@vvx{L`^#+13;@z5yZ{^N)wt1<7^}
zQ{&^Th}b;_-^_VY`|q~-CaD=8xP+Gt`3hdJrLFPEdrDWoKBz|SoH9j^in6AtW~xUV
zFa5!V9k`p2RC6AWSrBnNU%`A$_!d#6HHw%E#3!_cb044Gt47}5K*!MO+%KzO3!kp^
zjN+JLHZ$tKZ#0D;*_tD%7~0N3fYDVPS#&GcQ#$y4sWmkRCDxM@+_r<YfEp%jZ)1;>
zr=~9Zk9^~9?;I;&L?VAz3+UhlBUAP1er=7XSjkrIOUqL-ia%^DKH76~zjUMeTR{N}
zoJVgB6(BFrAu_Gt+Am9z<3@@y&V@QdEykwRQmaOL>|C;}Bqp=n@CDc#cs3?z{_aNY
zUtgi%C7jTzohA&wAz+WVPcW%+?W@W<;r+g>7wiXab(lQb824`o$fiH8AP9ItY0{Lp
z<@rWugMut~-ssGKFw;|O=FlK~sQt%_z<P84IimZLfp1;;o~er_`7k%DGWYrl5Msda
z;j7^zJTz_@k_0eL)DDFPZC-Nfh4{FMrLCU8M3rIPPIV)N=b>42MEa@M&+TWzk>LX`
z5I+tz3O<hZcLmi3te@|lCBCbdn_9jv4nG_X*!ufq;@C|;I{%<<B{KTx9It(MZ}Yf>
z!Tsamy6bb@i|&UK$i@8?FIJWo*-2)9hmXJ&L%(zAoIji0JzXo?4aPS;^OJ0AlR$i{
zMfsf<5G&u0A>^GqBE%JZJm1Dq@Wv{&A;5_)yx&f?NR)yQH_fgcpA!cbTTD?sIRfK}
zU7r1<Pn|%Az3H+N5h+%BP`f4i=HV9JCMyQD@$30FN<PvqnJ%&l^Cs_XYf~jMcxd$2
z@Ap;iN*BS>CLftR?9rj=TP8W%&2?dXK#eJld3L*kI_B_sD|?eqL#`8!Yn0@NvGpe-
zjJoObuY5+M=}l6Oyi;f?L<JuQ3KAd71au8kq-WlS=>*dSVviGe>=_l^K{KhmnN7()
zda>(Pe16uqaBobORrDrOySG0s>Ge@!Zu5;z=ao%{JifCne+NUSqzdK7=xeanpKA_=
zId(Gqk{9x>VFySBoru`dx=bYQ>4TdrJdbPg6djWAmTgU@p4O6K(f{f->diE;?O_Me
z(IyAG-YH7v=ag^7jYG>Z@dTsu-tN0ufqN>+&F@6K2h<o!FTQyeVBsGUE9hs%h0=w>
zSTF`dBj-=-b~VKrw_<QQ9lvzB%?!`C+g-R6srL16%nvge@p!Kq)NeZIFG=6U^j3(e
zifrGV=cIn-5O)&K#-h5g|H<^@{B6eQxe!{BiY6A)&WEF{4l`_*&MccI{nBr4P_8vQ
ziF1$SQxZ%^iieZu{alo2k(DZZ7cSFqGo$X^oIGU$!{}GbsrGE+ttZd#;zaQ=wtjSq
z<aL+-+Z$Gu)0B5qQl?COCQVtO_X~c8*b*>8e!Mt#Ijp>+(pl=QuycU-sIk(R=P`j;
z!~J2wt{pt@xe#`KA@BI88BfE!Pm{<KvFtc8Iq~+d$ka@SQcMR0W%;5laj6K?$alT_
zBf)h{FlwXlx!OF=b0%rb>(@(>iUF#>qWYMBSJ(b^uB8;?^MLEWrFckJ`9%EIP<uD0
zRl)L3!}DB+su>Fj%w*0U=0n%Rkj7(^O^9|0eNxBr)zNbxgw=-dN{u4icS?=}GSqgh
z`o-gZmscyl8!vOHnBA$><uDAkw&HE!#&IRUwZf1&JbUAx6O&ae&H0?;Ih>LGi%m;d
z!}?%)Ns)s}Hs6_r%J3d-k*ej&CsWk|CO>i&!q$+vuh>kMTX&Z0!XELRkWilMe5sf&
z=p_^V%BjO8jtRdxyl`^2)6d+RA|qYLT`yqZ&d1}*NVPw~Dnz~7PXz8wgBuJQH@cK_
zJXqhSrdu-nY0q><^x3ybJ5|r&@_jZ-z5&S-0p3=fmt=IFMqvnw{q4S?voYho42fQ!
zr1Z?t#-wxc?QeHH6p^utiY*T*&gNH9_|m)2I)dJLCfTBnRY<Ie%Ok0YtBGRuGvLJ6
zO-R!nbZjKv687U}Ao3-G45@qt?>2Sqv(1aMvVD{Xe20PBaDc=^ueUCjc#Hm08`hB1
zzTM(3b!Yl~SKv9iof@Xkx3)W-a~ZcZEXSmAYI!ImegOl9Hp8h4#3FI34voQRFtpPZ
zvTT=g*1IRQdjLQGsFunykRM*ZDz`4U`GavSDVHwO>N4BrT@ox|V<Oq=&Qe;12Hw*+
zPQj;x+a>DXWd=Wu*sWY!Nl1Hl#OjILN<nde&73{7um8<R%xfYtQ^OtR=Ns?nQHb|o
z$s&Oje}c&Kj{X#~A#>Z5@&2MC4!+8kr!d;>2N9Khy2lys@QG7=;EN0a$MvXheB`Yw
z{^q*-pYq)>^?i!BpG%@mV_9Xyg<F4)Bp6{Io?9eFWCju-L-goh6j3u%V>PJ$h-1Xs
z6j?*{ojGWnO@Cc>jie;PR=r5o8Dz~ETTL=p>Ca&FHvaOlOn!ajE@mJ8@xdPARMR#x
z)+M6eov1y+)n$=Bu{nOfAnmye?Z_(A!Tqeps2-)$6V6EYU@wJ`;G6`}*&grCM2DRo
ze;fV<W?jC_<$$<!*P88%UOQx2qe^+#&^BMr0nVQ>eiFI4w$<rvF*r%}HLiP>LZq>2
zB2njW*IwT0tUoRc*YTcy`{nkqQcq&}-eab_jfih|Y>pmFwyG;JHyC#hq^f7mo&S#3
zY;X3&BeFirGqIEKpT~Was@xOs_A+%F6{hXx(pjD<e$Ep$e`=m|ltnvHZh!C2fC8;}
z|B;7R<-S&kE0;c>Yr@&3GPu;)@8}}hc+3QM+%1HASksVlD8K7&SDaW5?&B8NS4(YU
zdVgPA%Vyw`TS4{Q*v#=4gd&YY_fF$)aF_I6kCQ$gWOw2$bm6B)h|{FIg*A|t+{SNz
zy~cUKCyIl!oK>1NICQV$_#(CS^3XeK<5_Or69xOmXYb{1Ki?d_ksqf))M|XUM>kU2
zt&|$>m#>h!rK4+t+|Fz)A6PD!WY;@>ixAke`Str;rg{WexrFZ!gWs^=)P#O_>@3!{
z?hY@!HPjT{tnPdk9h12@er#-u+(XZnoWh40uu2^B7)betVM)^=Vmo&9*?Hx^1;3iE
zC1i0hHkbPC9PkLYH?Q%(+9r_<<Z10sS6CeF`hC{B!k_%r^u*viso(B;tcRf%T}$tc
zkMmVbvKRgM>J<!{jP%ErT!EMk<&mnY+32vgc76Bfl#L3R*?-gi!VTPV8=c=BjlE(&
zWlD`Zej#&9FaH^(M=5cGs`yvygVMU|`)dB%^}r@BRW+Hl)^aa@R?JgvZ7X^>sl4#G
zy|ul=R6>FTcDu;F6jsn}clsQuZaOAd=@+*3gpS~~9n*+5we-m|wLXd5cEvKRu8GdB
zALA+|mroISqwP5s>b^&b^b9m0g>iH=?;N#71JeW+hgTlIB3;)%7y83<&Mf$)`>|Q%
zwj%HRp{NSgG<;7vdNUSHtW9ri@);p!#yxNlB_(ArOG$Bil7nU$p5wk9w72clWl^iL
zA25?XsPW$Qr8*-k?i;s>PNH#p#dYV8`+v*z&q#=leN=W2sI+H3awi3%=!-{5MGAu3
zmzZu=2<rX{Qmt$ee4b>&-!2s#phna>Q0tiW`7D(I_5Ew!U~-cxY(nx*18H&(xo><b
z7hlf1vjcPf6}oCl*VVVoeT=1WLzJJ)v_q6zD^(?%04~mU;8W7D_&Yep=`Gu~E9!ig
z!8osKq)Ho?&oD%?p%tioN_Q!7+LKth_Sz0L*kMRCY)8{`y8TINnH|qCBr^wL@g(=M
z1)Sh(TQ-k)-l3ZxK8E@m@B;CM%U3j20k=z~?(Tc!oz17>M6giY`Rv1w$0Je!JZk4O
z>9;L&O!HVAX~qI2$RCpWp4Q*XEkSYV@w*f?n$c(*iqmHAe^Ch<o#(Q<3`%}3$4%O<
za>|%>JS)2>Ues`6o6IN0n&0w@^^SCAjeE9a<k9eD2v^e}vei|mKt!2oe`QlF>wC};
zPc*T`;tvPpJLFXVvJq^8BfV>;6((xbNipTLuGym)uyaKDJ}DKBT-moun0(~fU8$!d
zrQ4BQVe;nq6qz$RC7V=%udqEUnIx6ICBBWimf?6ka$bFXc)cL`-iX#zxIrFem+oQH
zR3ghm^uQ0U1v7eT-f5f}qXYh2tKw4^?Bcqui}i@x{#b#(^^?@}aCs_6q;7q;bfHzr
zC{uesc%vv0Hgldbluu5s=}aX3o_d9Nc@wvw<tqT6sjq&|TEp$zJ_j96NSp}vWk>%F
zll~U*T~Tv<>YR3CzOyFEWcKlm-1$`aX`xD0${|CwLAD6fR-RJ;HSF(^o_4DloXiHR
zp;?hHz2*heP{3EZN5-jIWs%(dha#!o<t>V-!VB#s#V}?YEbpLC*>@h&)&B6kJ>B+8
z<m=k}!mj(LauvCy=B6XkI|#r0-fWAMFv;{6UJKrMeKeo-c`EhR`IoD#24b^N(~F~n
zTe5F{J<JuXew$x=owS}fWstIVX_I!$6V-(b*<p0!*`ZHN&x<N|3nAk~T&A4;#bdsq
zZlE}LO+T+sQCTB8<Gxhl91$)@;kgUfhu5yUi^W>zzlvH`#A70~`-!^cuvcBInjQ3&
zdg@?TiWJ4gi^3CvRZblP^NMxUbrNO+U)D~iz`KpJFE9Ol(-lA6UVWL|FG*l1t*|I5
zdL*Z!Z^Zi?oA1%I1P$M-*<H<`qBp^!q;fF~ADGiC3^lQ}V12s*vXu3GFA&{|I6i(y
zan*XZWo`_=NY)2iqizX%oZRXvV{Q~p0>MRymh;FCF%L+(^fxKmOvluy){7#odvPz|
zT*>w2aV*JtgjqWcf!&EMtHBE1>j{Ur{p_PjXF7OAo}26+lE62T)~XLMTo8^A&$m#Y
z#dycX^Y1@npInA>izkW5|CxWXjZEzqSzC($S3=M@dSC<uY0ujES=MRxdNtX|w(BTG
z%}OeW9<9@{ws$p)tPPf*?H8OY2HEMjzi<~dh%6W=*d7#EzPw_85$c)B*<Rf@1T3z>
zPD(G{3-77V9|Y$WoE^_L2Q`0*?yw!!)XqjRZeGb=QY;lV*OQQv*Az*5rH^gR+6n)O
zkQ|J$;5q?9?DF!|k4E@vUwEq&47rH=a=(gL4n!D+vu;<Sr*;EAoxleMFD-7qsxNpw
zyUWIwLr3fVH%v$sl9)cm%x9l{k(+L7Z`Rf9>NQ~8XHXV5ke3(mGlw-LyRv=Mm_j>|
z;i9Rw^vKA`KT$0Su#g0@q&D1ku@Gl!{Es3@L;j+>fkQ`do>(KioxSouIw^Fszt_6n
z*81e^x?H1)G&^kC?vlE?0oHA{n~?CuHsP{@Wo*KehL=2({Xf6t7sR1+kxGg^Ej<kO
z7200nHha7XRID;XuhUzTFIm|3vW%JoVcrhQJ=rlO6xH4TQ-2%cL0s(Fn)w8G3>BHQ
zKSw%z2P)}dD5{GWv7-=vCC1+s`>+vbPK+m(N&$)MpR8!T!B+o&e&bqX*2}apR&slC
zEZ9X{8K~0>gg7i$BJ~^k|9%6JEExGq=a~kKg~i3x!a_2jKc8G4BkdZoX;SoSK2$Eo
z==LGta6PAC&DkD~vDe6YPtJSyT1O4x;RW?)1nm)w&D#hxNo*H(Y*zr-BZJj=X(O@F
zr1!~*%gtN20>rxH<tcwQF?oYVMXpW}rcK=;bv^3L^1Gy`=(}_4fgkvyPHX-L2aX48
z!`$!AiDQ5aUAx~ScCwUUW4rX{Tgqm|i}c4Ue~Z`yNf<v`=2vlmFMZ`VX?s1KqiHZ&
z1J<`Q8^k;wmENKK>ea{9!OVHE{Prq`Wyfusv0`l4&O)>bn}`VAV1|<1`O)TP4@baX
zX!Wh3H1lA+EscJ-FElj+(3jhAri!W=Uqah4)7aT#BwRsF?K%#Slzp&p$G?~Ww`s6j
z8{&$!Z{$T>_=4Y@jA@Bv5b*^Pv~hR50ISM6SVkLnL9H*)e;+QGyY9C$!)JcR8Z=3v
zPgNk1m{l>;>+<ZRT?*v`_B)hARh73HNJQs*Jni1Q?v^O#+(u*QVI&tZ^dn-}YNEVM
z!s;HdDOf8bXbjx-I^PsZuK1;2Bbem2#sx|JtYS25tHQ&M`%B%;2{!d1=?al^9iP~3
ztMsOY?)MiO$?4huz7==hlmOi1dW+t5@)r+*<I&y_e2)jK4*F^I3qu5s62~EB3InS7
z*yrg98$`Gv{E}+Bc0c0Ys_W;Zq=;LJG5+F-C1$;B?Ce-UB#cc%+3IphOaU=ni%oxv
zOg=?N&mWgB_aruhJ^N$flFWn)O-m<=8Wmg|yaS%%ay;d{d%B!FKhx+3c~x_KG9gbT
ztUE!dJ<)kO1eeJLHfrE*rL(sSY-ju@jz23Wr)jLj%&)ljfmzSYpKlMIsHn7m;Zolj
zw=76?-kz2j69QrKsqm|;y@P{hWBX<WG6IBSs_XuetuO<|HgeJ42(({ZE)PeG9F~<~
z4er}@K{9?gsfGwI@Y5U>$y0eM56GD-fz|!as*X1&f)=}C=UYN3VBXpWuGm;OMABfR
znA1`Ly`U{-L+dg0OPf@}?Lb;q7Bl{#xi2t=G1#$AnZ?)qsIzT2n*N?{c?($MMrXO9
z*X5!1^Y6ms(2*p=QFL1ySsT-J^vPalTp7>5UHQs*sd*(hJgcYYz(3^O+(e;hV36{f
zTtAC7^b+BzTDX3(*ToA2*;17<Q#k7M_7PYkWGcu*_7=O?)7s*I$e&dBu+hFs@7-uV
zqu0qSF04V{c`5*GinPpfl*H{70*w-LJ6sC@w#I^4*K7*D2c5N*)sq~{(R^@nxUiXw
z1nZ{pGRyuSPoq;Z9aj2SCta5lPk^6d;I+H7ex#C7xlQ}`nj#27Iw){YPft&dCT#2g
zl^n{`r2%0sqo>C}&7&8*zufz){Hda1vqP^$P=->%+L1E|6mj&$ew>g^l0{YXth9^_
z##ZHgM9Pv>-@N0|#>*cW8EIKroN;3W-&$JaA?N{-!K!3-y0;j|XM}mQjofycg3v?=
z>G7Z~k~xxuQ8Xnj4b#wL7yE5*Qh1&F@!8j{vQdN3UMci<KUy--Qb~$`9dHXKV!sfa
z<8UyNr)#(0EfjRO4jlQl<4FfnSn9otZx76x2CgkG{EmJ%lKbsq8|u>3k!6*>AG=S)
zC`t*loeiLw13x7nqw&YUD|Fd44r7*@&di+n4BV91+}zw?RJYoZ3w1V%$l*cp=vU7G
z7a@I?mvFOh{-JRTUhUzCu1r@XBa{0EzrHukbAXU{3_K4tp}vp7XrAUTYBe=ABIbv8
zbqZn897=oZ7nt5qx2UzX)yUHRvAq1ScFQ5g>1t-O209`%bTCgHAXD^hm9x5SMV_i_
zKy+2R7a9`s2`%Zo#i0CM*oQm6vT55Bcdfw(D+hjl-7!%L&g6c))w(<14uRU^@Efx^
zzw(>DY8$MU?PM_=t^hP?4WYRGp8mDB$Gm+NpZUPeTHtP8R>v(ADkqd4um%vScEA~)
z$MMM+l$&-@d+fH-uo8P;Ld~%i-^d6?G2_lJT$Qtd^tSzvXacy*d?DyO*{a#*bKQI6
zaX75Kw--Q2GZ%6@sX<9-it^y$g9i_G!H+wYxaz9ba(+RvOjj@T{x4tc<<SJ^-Ma_e
zq?szoZQ%N067EO-i$c-By)z20u~c(*qzD@C&b4;@`E%fo1SfeDb=nJen?#h;h3c1D
zjZ0AFL;wgjOLE1r9LeQpNIO1TFK7qN!<`DmB{7Yjt<S9F+VHPseoq1ffR%Gb4?VZl
zpK+3&)rJ#cbPsSqm_{coU^IY8WZ=gL7CfokET7o<eLFcWY2rgPCR%K(63g@K;L~|Q
zl^)Msy-G50pcblw?u%cw3*Ys#L2)W+;{Xhl4ge@)8)@Hlj|nRZIx58FQ9^z*8jU)Z
zDh2VV5XnUR^ubFuwvUoV_|m0vj{~b;MwMr<M6q&Xr4oDmk%U;-r>LlzqOn$xdLr>D
zIA;7vB^!d6y@EkXQLBjffSx^@e3hx3*i>#cu`{S5H4BdNk*jN!$^@f`{WY7~T^zve
z{C^eH->8^&v;3PJhMV@|hrA{?>uO&r77BHYm~W%Ek=N9uVsc#|uX3e;iJ#2)c^!*o
z=~nQ7(~;DaIR(yKk#x$Ui}0#jLjnK}i<^;K^(EwK06^TIt$y3}o8Y!j=kMQ*z;+h|
zlCac}%!lMZ$x9?z0CL`fqGE1D*QOQFo<ab=9w)Ow!XO%JmBCHN%dJ9-i;IKbw><@3
zuBd}aW=J^Kcs&~<_$5Wo?Iagj8jqnIO+sxwJM5gC992!tTf88Dh~W^?dV>hp(;lSY
zO4i+Lr7@gIkCbczD5x1gZ@4*8K?;&y4B8V)*<cfGU<Zcx#5$D|1eK0UPrsQZ$!KZC
zti|_@=uLsMi5VD-@YPaN^Zm-Lodz<35xh7r_gl7h0aHE#<u-f{4vjwM?n|~&@$Vpx
zAR+^>@qPDgmLbWJU)m~6FD<~DWG0UD^=o!|;iy5i{lQmd7PB?m^$!>~w?N=jn?i<=
zJl}XwYCib5Oq_!Q=fT@Qs+S~;;x1%<xTI~xrd=03^dN<)=`fj|s*%A#qkN~CRBFWl
zd@pJ=BqXH2PRi@TWvZU-C(D*%cW<N=D!8^*{1i#S@w}lYQ4FFW8(`ZI?*fisyPW9U
zx&D5lyt`19j4PR*EdKA!+qdTdFv@`;4v<FY+au@mDyEyjzmMVcLO7<$9{@t)NuJDL
z4HtvVNvBMiRcDYpLiA2S_k2E5itk+?%cRGCcX@Za$rA9euW0MO6dxXz&%U407t2yE
z;C?$$&Kt~BX$KqL?73qxnja2Y{~c(pB?;Bbv%_ZK$x6s$jeVzu4svKNBv2p|+WOX1
zjb;~5^$J_<+1jt_87x>^1Y_vXkjC(RKym;93Aof_1v(2aTl{M}Y!<+T_<8D2jHm2P
zarXg3oLT!-a1?Lw<Kd&dTRY>$rlA+d5c)4C!wo8w0Ie%}+kIow^LT16stF1OCbt#V
z$aB)s<)jB@BuO57PfwBKJtsb*c5~MtU-vi~Gs}rM{`9^%khpq#9{35r_-&A&NF3Kk
zi23>XgF`|Z0kyE^QYv|sSzLVoV5J`mz;K&CK83I7eJwtx&2g&j`g0!WHeiRO!hlCf
zqE1YRm?arNHY9aE!i@R$4I*SW>PK@lxuMU2v$ks+dInS=z32hSu0HJS?CdKtQ2^(a
zu97Ut$-~nYb5C~%LfIwEs)f&rwo^`{-<C2x&yTY7Yszzar$Hcu<>uba)vf56%LJ7S
zfeg$ZxI+Q9zG<d~*f@p4GZ{TP?-R9-b3nPEJl*`eVQnN2G7{6_+HiAUs+`@ZzVqrx
zh<`6gpw^l@<V54L<gkll1o{ygbqV5@#I>X1Nx9`H&oIKKYLOZY19jR?2~E4ObDF!w
z<F)~I1+ZTjB%dVrt*VqCGz5%dALOmAd9Gp~plAyqJt3xDF|%`_ylntAniD0uyiliR
zfI!GP8(>M7yzMTuot3@G!GQ?_gGzptmBMe{zP&N>fdRrW#HAn#<P!QV6}6fVR*?dC
zV)g9t*M_pwClsDO#TT@h4g-;QcD4(OC=FjG@6vbunDC3;px*U~-O}L*-xEMSS9af$
zW+hm}VH*JdkDiE4mT;$roD%S3b72j;(R}?P`^9I22Tl6>`+)BnbwsgNF9OEY7Rp;6
zywsgA4~|F9+B#n)y4Pu?4}%$g!4H`b@Zi^TEg?B3ZlF?no*+ofTX&$QDy6{3DCt3q
z29zG!)$pEbZ;2`>LWX~7|BBHEB(r)+5(J6@V2&W~%f=^5PujIJ#tB$bC%MewGl)9k
zK`f1$*B}hs{pvDJi4uya-AH&GiD-X{43@}A)Fd2zNh|gtx82k2TmnF&thsr%MV$Rl
zV0hY|6chkFlm4_vMAE^*9mOfyQYT_9R!Z3z*;!fArlvpJM^oj377n{5ok8`Z*-Q!*
zM9^tk*X}+Jqvgj8rQv-HrI2LSNdXq{l|hNs0z-tPR^F=sP+`qXyKlFGEEEhTuTDx4
z)lTbkAG!0T!HgHb+rhh9z%{E;Hvt`PgIv0_m+U!ofY#Nk91BZJYof`ztBxCyP%Z>x
zSlahMQjtjVJbF1*4GkVyr1(Ag^7*qb{BqrJZ^g!}H|Y^DI<lEU!Ixbj;`QcuSq6sR
z%j9I~bG1w0ovp#->_kXzPR^YZTN4noM)W=3gM)JrDY2+J38z8Rl)!5&sOd0?;fv=<
z;&hki$J+O}xw)HlZR!G`)Gjn>iv?}@Pl8adN%bs|G&Erbkor-@1yrv@GD-M;er#`l
zA1bVdi$P^?wDGsdh<R7ha=O-)R??$#_B#)((0ni>B_iX86JR*(yu75qm1Tiv@dLnY
zX=`KS<|c%r&ykwzOyF1*V|j>Q8u*&dH2AmxO4(Oxt`3v+aU02fX)BsI+Z~s@x3?$$
zL0k$9UEH~IN2AMEV5JE}Uth7QVl5hVega0Cc9YQ;xKJ5Ep(37|z^Aneii1YLYW+Ur
zLM%eY##b{_nbGxcAISEEz!`?}N&s0CN1e>WHq3oZ71VE<BK!djWS5jQs8D|TG-Oh|
zLwyGNor`lMx^1$`f!}FO1JWiclwDm#ATS1O*y#7?TTpf4wC>LhX4N94qGDn)2p<m)
z4gxy)(^A=Z=-WsKIPPB)<)9j?T#C2UXs+}+U5wQ!eiLG}UtkO9oc!a*f$dHpR|Nqk
zV@RWl9SsTqQ0IVZ<mZjzQ-DqFnaN%s0UmaBE%hez8m52RC~9YFhRSMS<5|GJg`L(Y
z4cu05=>hUN%!Y;)x*b}4mvA3BxCEJm?ba=9kPW3L%B^+*NH?uIx)G6i90HV^Tj@`C
z0hPAh>d)9YfR-&_F0NKET>_Z-*|TSVi9&;e@8Y|`((WFVzaJYY1PNCChw36eo{~&0
zaCv*58sLY4>{Om0J4j-)c$4*oF-hEDe;n2TDzGA>W*ksLVI&CIXbB)+*0~AXfAE0c
zc}uTZoNJ8A`;D2|{CWXG>z?IU@vRJ%<Oq-wUxOqKRY1sdKx^;TpRIA9BAut4XgHq7
zc>@|fSAV{xo+k#f{lVshwt&Se;qPM3B*6WL7|$0L-e_oQLV651lt+NWjI!L)DYZha
z4`utAC3|W)5jg`Frns%V61WvE5AsYKWIf>0*btKj$IfrsNeNlcWv3ArfN%i-&kd(U
zkV|GEUJg`=j{um?^#?b)0WX%ok-4fDA%tyba=)8(%EFemLU!aTZSf2?M+jGF#Pn}6
zisjMY*(m8X2EYnv9p2vlzUBjdUQo#d1O!xDHSbm_Dk}0@jX#{)1LDivXGI>L=2`E-
z)rVH@Tfgc(&*!F`k*(M?dfwpuny3<}4tuLv!<t#8qzr}7O(1m#MM|FGfo<HkuAIer
zKVFKjB6aDga~o@8s-_}e#i#i3%>jx1Kae628?+_qcEAbQ5%447KO+0@!O&oqc0rQL
zdJ?eVZRPKHZaYR_`&$Bm-c^t14!a&9g3D&aCToaUu(xMFReW~1o(}3Hoth8#Ai#31
z;uRoBMNNXbUhdVac<Y7lfOyl^xgCB+Grl7msIW1-t6#0L^?lt|I4UtQkGo@WX~`Iz
zZp;8)3`h-GC`M-HNKmR$lvxbRg3pVb*0mrOWz?BC0c{z??XMVY_xc#s1W~6uOr8fX
zszl}>#t%pW*yY1NA`dFyXfH4>%QiVyxB!5}u(CuN5M>QOl;MPPJ_N_MrPmEDy+#TQ
zBgM9BDS#AkB>Zq0lzoeE`tXZ4&cq!cqMf>*=2y-UG#lCF;joU+$PH9GS?Zgu0Y+j1
zv=t-9JTnk8Iq>6cq~Wlk!Wa$vWT^ljiYSwj3o25@cN(zlt$KjmwFA|H5C1p_Gl0Z1
zPQCE6-V4|fMc}&HzG$END3n?l=$EtSz}1eb@O?*;B;4;>xzC3S<)9>hH$&1?%--uI
za5NCKY6MgQSL=e)JGJ5XC!7KB;HHTODxlV&kp)-@FZvR|%-T`rJr*JcVO7l&&z005
zK9FCeB)?WMd!1ka-ZgR$4g?*gbMhxLcr&`h$_TGZh=fi!>I?uRxuF<y_l1)Mvf7Co
zQX>GVJ>B8*RdJt2x~=D7Y}&Mi(MjeBd7Rijw4VICd|9o>qaPkL^gX-!_wU~_rlz-0
z`^jh+>}YE$6b{~Y^z=MV5VUIgE>^bo>Kr5G)d49OX6~TegZ=pNqvhdAFs1Xft6AT1
zmFM|~_hZGa2bYi%EUJ+p0z5K;Nn*{Z4itR|gX3eMcm29DNWuAGK-Z$In_G20#kw4+
zgg?+aTqj3HSz2^=FkmzWF09{`Z*SF~TMzF&jpmpI)T+@mR)1+R`WiBT#vn_S=P`Ty
zsmZ{Pr(hee8(;{`D4@79K~=YAmo;E%@M3CyNO90i&WekpePe3+NN)$D!Lk19+wS;O
z0Bn2B^o9x_OVmNeYD&Zg0(pk)H0r4v0bMpkZGeh#%@gqnRfREwMs1^gi<2Qo20X6H
z;wAVEqGb&Jxjc~=-o~IG5acf>xodPqFiTnMh?xX|$=__0K9GT8JY4pHV4H)Q0)t@9
z<Qr^L0E%}(8tW>9kLo!P1GNq--<5zWou$Zns=5-$B)g#MnE|w?LE?DQ56Bp7L{$%#
zZG~-{iG}>d=;h@#lmcpT<X@5@K((;jBev}?`m_M5V!N#NDXw3a9T<|=WjS`XF9p`e
z_SE<RtSFOYR|5b}CYwAfH}_%gQ*gYy>-e=Vl{x_Ogo7{z^2QSbuTxV>O3JM95eT^e
zl~507dK)xhT|*2GU2W0iWM_7zFV!#abY}sS(gVYi#B}#>rk!P;%z+}I5riH)srpo{
ztHYlpi3!^$8&CSnt#tKl8?kdz%fLi9M9)u=ytO-+!0e0aN?Dr3^nxuA+Ja@yHWBi+
zKrk(ZI%#(7Kz8xegkj*3lfR@MxE|QGsD{k~$-F?SD_7-Mr7%SX1NDJ@<y^{n>w6A<
z2jDVP<oo1T^Z>{X7}u5^l0lJ5Dsd2%zuE(e;*XM^XD4-1R%FJvPGJ6-(;!8v4!Z%>
zT^xX>4k+pK*b5}iR?>5nPoRPLy5s3kz~FjqKlgz2k*1s|T3%LwEVHD698r_C1RO0u
z+KOA3ufG8WdD>%NNo3{yNG{#mKXE=_zCB39EUC<V5a)1xR2!Q`Q&Y2}ySw$fhyx4{
z!HfWcX5U~vfC0cv3H3nAa{*F7f9}f%Kxn%TM64!|0tx}%ZH$)@DrZuF@Bi8ojr2#_
z1K&)Nz2SXvG9Q`q;=64BXp`Y>l_U+N&om#!zsAJmj9&(^b?lCUlm#K|DYEfol3Odc
z?@-Kqy0$8(Au&0*V9jGY6jTXw5c&WCUn^H<*13MG?%3eXn>RCnF0=u(T3CddIpBzX
zuCrf%2G#jkq~hMrNKb8p4?8n57YOt*dgrf6WU6k3^}DHR0g$W%o0?>W6O|peCh2}@
z7m%0}w}3_L0!3w}YB_0;${J`~z!fH<elos?L_g5DV5f-!F7=U1Jp<y=#11{RmQ&Sb
zTkev83ji_J8yGPiBzH*v624j7JiFuWUjxDyltyzvfEpt1#DIbNTLMxh4z{M~p)>*N
z!$7<Fwpk$Z!~7d5FFg4`j<|_$4j9dfp<OE#`HQTvQuAn!5)w@`>Ed!kNC-b;Yo{{U
zg{Fil@ndu(;EIYB@4<Y0<-vgBB3$ZxqlA--tEd!ig}7#TxH^an4oCLG2f?lCb)I2&
zh-3k%eV>PICz^NyoK7>K1L<{63|Q%d4Hxv7S+dc^$*v1ve||BLh;Fjj`85la50E4W
zG;vy-K%pte=w8Mtb{S=55(C#oswxLKR6W?u$&2rGumd6-3Dx+MF7x4kEA7%PTmc&2
z;pTSgx<!2BA*8pDSJ*@XtIk1v8bEtEaPgA#9J&Rdw!&pR{B2)~%n2O5jZOv8b#gdr
zxVw@bc~*N5$SYb;u%bYY?1UqMrfu}iQB`qFh+X4SN>;zwIAG5KHysT<&*B)64uWPS
zzV@NjxW<;VG0m#@I%t@k9c_k!60U0-l<BEJbS^3?DqqY5hS#aEW(0*?q4Tyua=Ghf
z*{Cg$nCC(3g5(*K<i(C$LD^H#w|Qh>zyx%Tw3Huo7NC_v0u*tM$l_7Zj}bo{Ql}NM
ze-r1hlnm0W@%l(!^^1i+5KpTFv|qDv9i+ktaEaMQT;>)KB+o0tLqnT$G=DipE1yBd
zR|8-YyQ2tH*{dNQa`G1o1m>_kpcr((6=WaWl%C>})NoZ(CeTrra+Z<tu}=B~%D=S{
zaQ^xY=GexdsL6p{g8`QJ-V%n1Ctw6c0YsueE6iPA3Op$TUNTR0Cuq7l0JGo+Pt#aD
zsA%r|%FPdC;wqC5P`P6<#2H2}!~-}N5-JS=>z-bQ-DG8LEL_S3t>HL+6P!R&<_Mr3
zu1q72#w~Y&d0r7n-h`Ar5OJoi?x2&#(t;6e-{bcr3%@WOjSJIEID3L8E!&T7&dOG}
z8NPATd^qQ;^|vX3`=5dF=0J_s09qDBpu~nc1!-xrUTB~px1ukR=-GY+=2j5aOr<yE
zR2+6e6OquQElkGV-d=T}xEavA-Gf1udGIh3%)e*o3ho(xLZw0)5Nu-xH-@q)Kv8Dm
z>aGGQQ<F}k`Z|@isVeKB4R)BZJ>@v41RT1a2bK+_dr`*~@5;(b>EdUgqe)pFRzjzA
zDfNZzC%PTPCFENIZc5+|a>YpLp#npx$(Maq03dcj+{`b=8a@UhC`e!E*|bm|Sw9?N
z+0O=$Ie}!pfkZGntqnB-aWf3SFe?`q7h8`CoRW&lXejH&Uj$qVHY@4{czj)t2$1YC
z<FD<3TCk`#j~6Q1K$*iJb+O|&>LhU)BWN{F2{K`-wJUHfevgwK@4Y8rv3JX_vGfn2
z<+6b%uudTgz9gRm<Z1z{VrrX=QUj|Y!XgDK9B=)J?C76vZ9wRA>S0fxK0QI8&k+{<
z_MiG|DZKl_Z2uM-+3&mn+6)mb9}EOt*#mdjpZ#~kAoe1GtIdHc9^KgR0Em!rsrO-f
zIximm*d9DQ1@(40U2g%&>dQThCpRC;VQ#FVQz`S36ELBiKi7gUe$Xcu<4d+VxCQn`
z2NVNRts~!jP!8@zO+lhJh*oIE{PYq6Ado=Q^@5=u2zVyvVr`%N$<9xPJIA1K%o+dk
zx?4@ssOg%=LBB#yqgWUaEzym@i-;^iz4m}OLE-V42Pd$J{`+4T_(C;jaLz}vMpBfQ
zQm_<*I=5<5(7ab{8P2DbP!jBPzqy7)NC8FISOo7A)FwHZK%%HyzGEXnW5XXHvIgoH
zPy#<N>ehwM2Qo6$&1IDf)ES3^BFTwj_2nU8E?KB45XvbVG%(4t6?O>Ufe@Fm&LH7N
z87Xl@3)U8>Yh8s6ddSTn1qA_|Nv*A&v`tvMUrYy{ybF4js?75091av^juhpBMj#<m
zL*3*(gdaZ|m*vl`ltbV-*G!R(Z@%14uT{9ig;ylXW#oh>347h(jgbRaiQ~gy_Slh$
zvp3m-dJ3S`so7QPN-7W7-43KOfIIJ3PJ=b_*)KeSA_%|$?ZbCu;K?W@Tpc_oW@-?!
zaQ|AIn_wC8vU#Lr)hK4*9iZT1g1XYKW0iLEWZ+@J(peKMO+CF_%QW=@gSsfECQ_<j
z0;~nKdmnSCSw90Nbqx)A1UmraFv;TeBtZWG>g$7YFR+l5!xpp!Jpi!(t@o_4I29Px
zqbRL<brb5XDlmKc1Gy1b>hd6Z)eUeB&?Vk8Pc}6*ZR}(MDA*v&<Sh^I&-+r!duAyc
z6aciswk*?L=T@#`phoV?(-i`f2&q7p%+lmupn4zJlPnbpM56S<LRIb8%;3AA>H4{F
zftw74!#d0b*i)(_5)dBnIHkgHqdQQSt7YLoveYw401fJndbkP=9TZwmiB5v^0>co*
zE^sO;Do$?hdA?fUS>!;PeA4~>ORbVGwFRIrL*1QB@5g)VtR@5_Rd_d{eS+%tDayG}
z>KN*nf@Va{_y`*4B1Y)?Zm4JPf;wGpP9*N~AeMy+v#=Wioo(N-+ZmlFeV|_TCk3Y6
z)8Af|58w5{LaFZ&toq@YzdZ|La>KiI>lV~EUi4%H&IO{G4O%eEQWOveZ$Jr8<JPjY
z*!59>PAhU6IO@Pj?G`#dr3f{CJm@8c;gT{Dx!v9supD^}GHZ?($EPen)^+MVMAX#P
zFQ-5BCP~1=dl9cQ!HVN?SZ9eOeVx9OFo_2Pv7Q_h;DlLyj0CX;Zd^e7fTX91@penp
z#VMqK?EsyUUUFf#6%y?sooodR5=1#D$jkq5-uTP!8X;^&C$fUk@rXv>AC#-Q(~?7<
zKY!i<6a(860U_F=uMZ=n3qbuv*0E!t)bfLV>z6NI{NJE`KnsEqd=dnB->Y%S0Zg(6
zVLW{2ZiT|gK~O10*wmlmfM)|$m448XfSw@6tI~Hq3D(tI?;WxMW5t2!`n2b<{srhA
z##n?vKP8pAAOqY*9nT)X=fYcE*qnWpEok#~VLSoPJT{GxHvCank)S$wE6fv12we0F
zp&vBI@K>zc;&5|<Mn&RKqvHs^H7Sz&vIK`)JHG`u3Qb@1xU>iZ3E&!(kRW+>yd7Dy
zRZR%Q=ki*_6C!Dt6WQm)#Bk6IW6M1a8JgD^yZ}C-Q~sU~WHZ}?l^0-S<_7SmgH^Yh
zm9$V>Aadn!WJ7%bY+Xy~V2k)CJURt>Ro8<^nFSN+CX_#Ue7DGf-2BInYhun@Ex<x{
zz}5`Hw$fg-YT%(=XeFQ{Apj{LAV5Gz*E&l}?ga(;i^ByjSdl54EE_>M>he5DjF9p%
z*rhx;<4@neGi>F8X{FP<#p4Rl&=UEJ@HUwL)m+p2W)2;BgF+QQ8y6tY26xcpVz2_}
z00UQiu>ULG4Dr8m0Vb%~m${mQdLd2Y{Sfq_8GzmeUTK^ugwjB_q>1pj8pnD;nFTb}
z7~5r^tKFqZ0|o3ae&W@CHs*mw`GtG(+rQsjQ8fePHwRmaQRE}9kY|8R{d9yJ?lB}n
z;;HmpXn>UY-{<aju;K$s%U50na5QSRi}uQfzZY&q0inZqV1Y~LZ2J-DCwWxvQ$<1D
zMZljPYiUv65VB_2+PGR5b~n^zF=>y0rj!b(7mpw{3n&L!>I$^zPN+jT3SiH+>s|#k
zK?CzX$BAr`I3`y3H8PsIg?-rc%`o|L_uS_1d9$_00m`Em;Yb2AdNK?6avHdbQ4izQ
zsm`D-_En%B1?bJSg2W#2s*J5h@fdnU8suxJUjz9L=+3ZTV*zVvO?woo`s;($o4OOh
z&+5#0pxdJsb<9)TCKa|1YF~g^jaU63KmvfJy&-^tDnTH0P;cd)EP|3o*kOq%UcfT&
zRgLp@8|cjt!(38vt}(-+zMsJiT<rK^Q2F*43}M7MT%8_eCFnh*f#I;(o<JlRy0gCk
zdIQY+6$p0@2;srDWqXHkXD}^VewnSko)mJSggyovz&(UrhxQnt2pSE|iP(tYe0|-m
z0yRreoWQ(mz(cETcLM?szWwM0;SXN3nr2|A2<EMoH_tl6IK<FohWWpKv>Ykr?<%<l
zri7ZCNM|2lcpuRHdjh?d&3%#w+AUkoi~kJxtyQ9P&4~-Ie28<P0|T!a$V=cwAmB_K
z%pO+t&z-UwB>#I-Pq6Xo=WG+47SehG2am26#IzVG4VDfuv9JzOE4BB&|2{9b6KXWR
z?fCDCMGY3xN8K&K>uYmI%aXg6CEdNlt(&7$5sT-T&;EIF&Nmh%`FCXq?DKb5p7khN
zbXt3NW}H8+!aWR`;FP#0Rv&j=we#wx8pOYq3Y#RfsM;I;-5}3?*=p~dc8)euXu)ZE
z#d61MbG)+qCDRviTaJHgC|2@L>@zcZbAeqc*N=bM&?IK7aDnY|Di!ZE$J@{mAUjlg
zT15yxV?0w{`RKG5o6I=*&v^D+@vmQ=_r7yqMV`}4M~FcWzQ&jRKxpb-F5`Dsr<pp>
zM}P-hr5Y}-;^$G#-!LW6m;8<@JF|05Y}cl*g>NwknzrEFBK2{SJx;OjVRU)7O#QmA
z{lw#$4X<VFe4WTX2JCYBgjfYR>t)vEaJX}9x}E+GNjnL*%Cc9y+VTgym$1F5o_m$E
zW7|7t=_vVU`nGu-9V_=2g*<x5ORi4Q;+iwX-Jr7A5AIbD&hI_on=R6r-*hx@W8*I)
z^u8CDs7LBd5+8s?y>AjD_0MjI2GLaaKAR!hhsP$DOOYsCdL%8+g~_t8_)s}hby;4J
zwbgcm`*;4UGs=3bdX2^BPw}kPH{OXVZ!t5I`6R=|Q3MV~1NEO(P0|97o^PP}2VOZf
zQN!LRrbtWL;Uihcgj%h#%B~^9qBpWM;Blox%kc86;ny_jpMRniYT{$BkN@z!Pf`8B
z-S8;$+3|S!J7QRuWZT<lrve*_uCptzOtauA{MN_#5p7u^^y+Q3zKu9vDxns7UMbAx
zJfjf@-rCnbuG7Kt?*u->&b{M?;Vu)&UWrSQRxM`hhE0d@L<Ul`x*l4B^!k{c%>TZK
ziQA%f7Fdi95aCYkm)K&v`tt=%3FMG*(qNlYH8jv%hqK__F`z~P1f*h3?EB{wcm9(`
zz+>Gamcm!p3y628y!+uV$JMWsnNZxlGIBBTfB(IU@EX!5!Vdoh_%i$yqH<S%2qWzY
z^mi+ujtev|=d5*M57PCi&3}bk4hK)=3?`7j?@o^GO#F_%{Q}|T3Hz@w)3DM5EiYlm
z6*6e{p)H(V!9%G7^gL{#>?-zw2*O3!FvJDHi}E*sNIz&S2k^*dAgyA>au@$1hkg^9
z`~rW6LN-xUcBS!O3eCC!SQ-f!5%dG4oWB@%4Ch<f$c+^)Risx9H#B_=ULV~y{GoAP
zdHHfXP-@Zez;qC(LEGhkf9{wC1TNTXVjwJn*VvO${7b+hNEIaCgMK#aLz`*w$+4@;
z5YT~&4=D3NV)URXnFBAu`L85SaoD^=t)UelMkr6tE|TH1hOCtgo^<gf`!;_lgZj^v
z10n4ay2bygH`wiM{7)jxy^9F%+_mzum2tk={?OaO#I}U$0|paKPBy_zn7Q|YyV?Bf
z$`WIl-4>iD5vvhY?w4aZnA}@d-V1U3oFp&mvu@1QHPdc0zR7Y!ihY4_`q8c3$4kyE
zz+)(B!JM?uxNx9~Q;2*k1wD(au}o!&46CE9%<+xgYl0gt+rihHnv-s5E7GuluVQd{
zJN)&vHS_K8ee*^`D>cO)3#XJ|fJZ2zvE`@CIL)Jsx{}?2(!AN8N5l>83Z<M$!Z6p_
z9{Fp=Fxh_xYV^O}T<8BmZv2IJzbCbc^I>PKotWAt9_s*NF}D3ft=er(<Q}EkTrf*#
ztdV<XT?xP7<9;0dn#9--UDfmKjM`JdHwTJ7<!I5oPK(`cvPHk=w)uvt+2b<~8{Stq
ztB71iyh!rBWK<ljH$wgFHFr$1lu8(Vkxk?k{YNtNOa9Q0H>)saNyO1{K;rB@!kt=y
zi~O?XsM6l8`4^Zlv9@{sLF8~pmGer$(`b*KY4S&<2+y;9<iv_e{desFo3f$10yc4{
zmkNd%zfRdx_+cT}=-XLDmfrrENcA+~mPDqAV6-wn^%Psjj$2v8t#>iT63?)zsWA~}
zdN6K1PuoiRLsVtIdSdL`vkN1>ciag=fA+E6zzJV|fbQK)9}*R@b@Cd611CE=Wp>w4
z)H_k+l4G*r5J{z4%wgzoH!oT0uW+0G-_Q8V2rsdceOwuIM1l1n9c)MLr{s3)dP{GW
z2`Py=a<T^Z7HquCd|u)cu;Ivxkol_j45i0WPn*uvcIXu1p1>Ew<$Hg&rJ&n#BRt6+
zw)xHzcalh_#nPT)e8*Xa|1M2XiYPeT?-ch;zn>Tvbc5mDeHeZXL9UC^Nvfj0YJl&v
zR?9}d?rLn?XF@R~ymR+jt8J9lh+cCqNtj;v9W+}`@!PHPJ=fks*kh|<>~B6auN=hK
zGbmXODsV|VXzrt97v$V4o_$n`rFwtUZa&5GIMl^_T<ehkYs7NIu8U22<f?{OI5{Kr
z>$H3rx6{nmh}6BmJ+i)nQkG2ZEkD;h725|mrQU4K_|gP4b<a?(tv^EXOk#?_+ema%
zYB(}Usiy@el%0tcT?yu#Cu`4PtlQPEf58%BFgHaVaSCAx4_EOUpPEgMP3gjnQDW+a
zU@5wy((sZEK}FASE=0oW@A$8XRxy=ug^;y#2e|Wx%krTosH6&aGn3qdiHxcwe=D#y
z4VZ<%jR#bt5o?ntuOG&9?~@<7D`0C)a%0QHpC`FQED=AzCjsHahMY@u$7NA*=Y8RU
z<jwZ|fbRL_zq+=r;;L-wsJ<lUzQvhe@{@PuZ@du>3%Loc^?Jt3AuH;)Bn~vx8rZzu
zq+a_*^#0M43%J>D+QZ}W&+QZ+2kJ?`^10_eY`$)N2Nq9C&zo<v<1g?RoU)iA#;ojU
z*wCQG!?!%NIN(s~jCTBAw`-Leq*Qg(blW4ZjdGQL8e9z{r!Qs4ENk>8t#1n^@$vlf
znXzwE7uECn;$ecg;^xnLe>vFYTzhcNFMMp}$m<_iZN8x=I*~?5MunZ<{x+(kGjIpn
z`GYqqeyRpn3ii%3mMkS}kiwV3k=C0hPkh?|mAJaYHa&pCDZLT?Z6LhAIFGZ+I)H=k
z>EpmsLoqL1i#t-i6LUiT(j`+r3Y>h5n;dtYdy$x`Hz&mednkQ<A;;SERH-Mu+aUH>
zK(^Ldo;)4NhPPZutD41haLwM}+q1`k{ZIV!9-9QabfYRqBd0XkiKLtIiC-Du!U*~L
z6`j^n2~s;%40o>IJh;w7o6h{>Lv-6(axM(^*)E|XT5p(oq-}Pgg@c`Ta#VPG>Wo0B
zbjqE`(q?Nr1Np=CPdL*6oy~m)b9%?BUnK=qf^Um$vPFnbmCs1_16|G4nSA$gZ4J$C
zQN0zSb8<Ise)|&RQ;))-fV*uo!I#&x*7O|LICJPTX}_1&a6i)K8~O}4LuK&FW7^_M
z$2heGw-b9czbbpQF8x8#E2)C&FM^)0fa-x{@5S{D_x8q48;rQ*ZTtU+xVMg~Ds208
z7mYNsK)R(tq`O<XK|op--H3FzbR&&)hm>@8cc-9q_nzom-`V?&vClaBoR7cOKwN9h
zdggOq_w{=wWA-@vkeej<?F}RJ(iMVu8{wGiHkQ+BVTwSm>sMeQEN}lk`lv=n(5Z8H
zuhH90gL^jdMlD3ES^kG8Wa`%2zzLq7=J|kQ(K<CmoyL$~2VWy98=bo@W0;&7h`fyz
zUS(gyWZeqamz7Gd7nUBw7({)^uRG}&?)@x0VY%va$Vumv8nEa0N`FH+YxsZ<QNcF8
zHb5wNgrv;_?O?^vPby)SKHY2;HOKV|%8b*B{&WVLH0M2wH<G1RH8w6E@e4D*;-md=
z*GYB#!Ig2`F&QLz9wYzR9gRbgJ@(R}8BCItpSLA9`w}&5OD+UDlVnj3F<!e?aGpz0
zQdYCOu5+dPD{FGFOT4+Hjm8VZQt3Me;=}AH-dA4=3@_iq)_X;^bU*$O5-A3a(yL%=
z+LbGjtffS<lVS>6V$pG0VOS%sr;@3S!xJtzANXj{V!_Fnz5gZf>fN_xO97TRR5Yfa
zhiC#d2dhpV4ZcD}0h*24*Aa86k)tm47Ls`#A?I7#^>&{d=U>9X91)2<+Fp_QmXRbZ
z&E^LhqDoOhfUBQgvXcn&O<R}SqWOXW!St6;yL&GZz|(`Zlmr@0cPT%4qGS|?e;b`U
z@`A(7zfhh|I);*pw1z=pKzsLovl3saIINd&@X+M(;^S|RNzv_7km+7Ph_zs4+x?=7
zOvd-MN!!wsJva5*`Fo30H*{qntjH63^*6J?uC=`Qaks+-%}{2~uis+~;2&TZLo3`Q
zi-f(B6xV*_G}_Nv|CHV>er%UJ9-*(aN$+Q;i61tnoADOQ<-k2|N0Pe}b#c>K9%~jD
zi%g<WcASdmX?H78Pq1d@U?w@B?%R{Ha?8u_=Yjk5=I6mRZPL<LmSu$p7#^=0qGpp&
zrC(bunme3yF19b-MN%J2uiZs`q9lUq>a{&JelONKvWIp9^7>IyO4D#-QFUp|6lN@W
z<cHnTsV4<N!xXh>`=hAarlj;v;SM)Rr;mE+_UN~pp0-%$XEMK2^B)fqq}rv2yFrw{
zk=EGE&0jxg(#y*>2$^tjocFxl+4LodFeo!CF8-a%^iZ%LXt~4%-{09H&f8QpzCG?a
z)RXhZn-w?qy%PaF2P!lE_aC5<B&h2wKP|O_IeE5VPP@~RPuWT;^n1P9<1S>GXCLWz
zoMv0{fj8VQ*cU*cDk^(t@Gy#*ZSGhZYb@PueqS%T`c}DK%QH;wS4+S;jT=?&DqbhI
zVDkff@WIwFvN2fuG3|RObbNmr7s4yY*$kKoeJJ>L`7YqBMe8zkF!>E!bnRvvz;#@!
z!E#`_-0)_);1^Hfd%p5qC>TedFn2~s(A|ae;S`FcFE%EQzG1j$Hk%OZOS$6lqz3&+
zX5kpE-UYNb_(vbxk@V+4m9b5psjc*>1&#z^&-cg`G>_db=UDZ%5q22MeSMlK*auuz
zkn6YJ0#*rFimw`aUAxP@IbAegfdRF&^`PCTGd$h6fp@DB0Rho47M{fzSj5D<D+x4`
z(N51y1j9UD;b8qS{FC@RLlr9gy%p{bo?c=nvj-IO`0>(<xMNsen?2|)JSS$GX`F)!
zkn6^A(=D|nm3BnWDs?G_bsKyu>j9NV1Q|A`QMM9e@F!6<UCF><I~vM+9vd<=qFYAd
z)Vk?rqXYc|=t76GjYm?{dBV3>Xa<_QB#n`hA$;{=>dd#MCo4)nq+3UOc0HS<ZOl@p
zw0X<7pkTnQ`68@L21%EEIlsy~!;(B_kv3Q7@qO7z4HCmqI^~NxC^;LQ1D8$l<m=&s
zjT#8TTbc5W#$JqlBG^0`RC%R3Kk-Ub?q{Z;t_zm`-2Cj*BXc0|#bwcZ5r`K~1~#{2
z8DD-Q$apG54yXE2?fFP4%lQ-5tS$m*=Uy~sG0I9QRG{u&DWW9)8a!^284j{iL<uFs
zq#8WEC&)}1_3P*;Kf^Iyt!=wbQD(!O3CVN|>bKzmRaV<XmC3E}7Jav_zP~H2w%4QG
zi5@o>u=IQ6w=3h!Ai-Bt`2t839dMvuvtCG`Kd3x~jQ1H-4W}Z1-}D_QV&0{y$t@CV
z;@O;5ov^DZ7Im)&N(04*rf(lec$BNf1Zt^aFx@<kn<F&G?T<j@*SBNQDX%3YBUH*~
zUTp%@e|-cVFmgbdK!6gY2_v!v<05IOa8?K)l7^ENVdFp#AsWi1ul0PzI0^w<N?z_q
zeebqNvL>^xlzg){Lx{xRtndckuXT21FeMJw{l4~tLJSZCrX`9PzBjWXdBAM9d9p{J
z!>W5&ky{y8$@YbZ8cWAl)NJO>AAWu4r}uW#=s@ury+_0B?U~CARD8$4hr-=?W3*42
zQFfT&?&O34)U{><_-p(b?<w2qQXXFS1^qSzHC&8COT|xWoBNibhI}@i!B=1QgI2XD
z|6kT@RQtP7(qAALhYT3v40<GDJAZ3IOgvzHzWQqYVD^8qDqYmz&UFw7tg7z1Vt-^A
zejq^n8aHq+zB+2nVA>D4akCQge%yLuHi^4Lj`RjK2^@X*64Udm0765<&Jp!iL`M#7
zO27>qZoIbXV@s9{gX31t+#pB#8CDRR28%Vv=VEt)N6hbV2y%6n=?|n-#%yTTDXNTs
z7(y-}Kun#Ve%@@TMU~S0qi>TglFuD_-fm~HaOKLti;gkhXmOJQGe@)Lagz$Sewd9@
zQ{XiLf5Zxpz^fl0fmL_<6JF3RR&c!SIp!aPDAzhVt|@i(_5y7P!DXK*9T3FTb{qG8
zY&X9%n(lt>+jc{yZr)O|fBg{o8SKkyCG{j9O$7*njA%MNLg4pwd+L}C7J~$HLuWiB
z)^KGMQn{jp+`Axby>e88*Lo!E!HM`$&|F46KW&D9vZ&$iQyj>Q6H?N<mc!G;{Smwq
z=OpZKKoFwKJil#Wi@9~b1$pNv0(#r4LW;5Y0!s%y`$P6+1Xpf@L^3=HRGu{ZdmRpW
zS#F>0uP7_OY6z*n;lh#-s}kP{tT9|P-@(fB-3ME{iVSe19fJ{dI9^)hTXvo&EN~LH
zpVCsx`bBzAP*#z0<X|vq5Ko}2yc=|AH&L#K_KqWbrQ>?bh*dqfcB(oSGAxu;j56PN
zCy9Tm!!+5UCIoq@)%Gjr^S=p%3P=dR)SyE6+~<2pAM4`hV<fPw!exq-Qz;Z#D2KqT
zH->nY&~vAvO2}M@rba$Pfas8+ZO;)J^!f5PRGS5=6pJ;1Wlb}ygk`}g?e!l@K_2so
z2#((1Gd9vUgaoPQi-?(_!s9QVzvxx^3sU<yp8a>==fCNN)6fb4BJ@8BSOO7b{O8Lg
z7f3Pd>(@I7gOfiUk+SsuqNoDSC!mq?O%^69g(;>LoNY_X$hciAZ0tLW5Y4SevK3i?
zDiqw8wh1Q*sGndvXTb{IXW&zWIfw8MFk_?*qpYZ90(^|h<XzogV9PS||3P&88SDJ-
zhSEPd!M@?1$^O1y`(khaX8t2~!fVLY4ST5jJlm7Su(QQD??Z4mo5ww2!elPK4YoJK
za4|z4B<`m214MV*B0h3&h;!~zEO;`vK>1MC7chn?_ywbWv?Xt0TvD`7tWOf3O|mcE
zq`b;ui(Nb4do*B|3uU^ILO)-kaUqv>E8Ei}9(k`vQfCO-X!qQuI(PovmEY)6R6%OZ
zD8W;FzY2Mr{dq9w57%h6Np0*(JNGKDT>NM%<J@NJ@SLzMPD4M}AZ0}`Xq&Cjlou*1
z^T+bqkJlJTXYIh@x=>FpX(AHQ8<xu0_HK8p23evBr+_^MzT&3ft-Uez<RSdR_0uIb
zO!W<1;=LmRVPV59r@ab40`s;!CEhnJ{~<1f7{0hFhJ0xyYC(Q%_>ZAp12PPW(w{u$
zBB6ql@5|rvsW2o__ZYSmbIvq=HY)waf$|QFqhacK@Ig-MaW=HWoz=Mi?sr73>#%=!
z11~C!@56{(-^<a-q~D86i}Bs$@StO?Dips&ichp<gz-QVIM4NwaOQbG2W%X@wH3S}
zp<v?mUYmk8zNud^t@q0kfWPqxx*wXzrT)PaIw;^{CnrS;QI6}E{H$ZDk8XK7i5(En
zw$-3xD_zca(#yv=UD2ij9F-b~p>wiZQ<Wv+_iCM7eE2s5?!}XFF$@EQ=GVEipHskA
zr;|j?bU}B;&5nu3lG^Ea?vp=|qA`o-zsyQ%GK1c#2AHUH3y~e*lrUQQC7imUG8ZT!
zi4;}n2bROxb_<N7XqBaQ$I8apR}=cHnyQ;wt4da=q68XN*>o<2!ykS(T+}ZEV{9FE
zy-PWBYOU5OX&=u|PNIM#Q`2Owfxh#Lqnfrgv7N;UhZ++*(Zd3vhj`fp*~le@OVz$?
zxfQ$jA_3{L-$X<E9*l8rD$iJ(P5we~!Ki}%tPY%aSl5%w_FVaNevyQ^G^_Ic(SA|c
zLwG6F`8P>q0_k!?Orlv;=h&$}B86?SsYq6?`AghtL*E64;|L3*)cl9C<O>Ehft_wf
z&Zdhb0SLV&uQ#}7nMNW@KY93vU4e{&8({>*+c<W14i39#(TXtVgO{OjR5c0t4Yr{}
z9y~6`p^P6kJ}D$qlXO)rkG4LQM$k9HP<5O_0n1%Vc_G+mSV6O-1g`%{8jU=V4hBlv
zk^lue=RiS&4knup%#`RG%n=Bo`ho=$lAWPg&@2L+aO^AACr?CKXabZ2tB;#Fm#s*L
z+96-k)xosL*Se@HHraEd*28YAp-)FfRY!|mPbA(vNl28>SJs{g6#ZL*c?iyxQVafI
z_Z@IBsjj1P!$s>9&D&MCDQ55E?a3fjm*a0hU8ed~sy<c9S_`zj``gN7kTio7+RZLs
z<#GEG^<}}5Z_-Ml(`n485cP6YE$&>TsLK=h-86{6^KL<h>LZT3t{p@wss9cY6T~>y
zTI&dkG3v>jD}R``@ha53RtW1RjXkS337n&pR^#0WgRh@q<8ndZh=1MM_byC5l$|;R
zb*#g95a$2|np}Krl4pf9800+%5414~It0YC2JBN*&o2BF-;ce4y;J9~_}tgamJ8i7
zAA$su>wcm)+Qzb--O@3w`pVL#46g#52Q;yfj%2q&mm4Tu2+gfxNrFoe;;TL#M&Ghu
zUPZb-$`pQ;<V~`|pOts#t1X^-$W_NYPr~_WxH+yTg&9g&nlC+`wG={GxIn>(&ZL2M
zi_kpDf{0C;UWUo9N3y=@fK}og+ae)s5`W0<ph+;Cf_-g=07B_>oNlC#LIP=ehhXYr
zWf!oUx!7G-8K@T6thTYuL1^J{#ns?FApCIruQs($_@1(+GFcn9*=WsaEfDStUnDyE
zW2{{_l`5I!i6Jo$$*Wd_U~LibBx<>Ra;4dIxYMLXCX2g%cQ-okl9{NQK}gW68M=Cq
zyD7o(xHY)vs+nPaO=-r8vQ=qR)9!{DA%vZ`d{6zgNC%iC7R+?<-|J+X1uS>jLEM_O
zHA-egIjC$yx~zK^U{wGxnnPGvIGTf<K^2ZpU9-NRLv0uXwi12R&f+r27>^=3Jd}M_
z3zA^ybSN=Qc0Igd?=jsy&30*t%y0J<&}`DmJ^mX037^YsBWx6vIOleOB4DfY?IAr`
zsORDbej}byg2z=>p)(OOn2M7nhr<&@Ad?Hl-yX>lIg6>`b0RqMF389=m$q744#07#
z21g!jY%YYzIl2flQTJ0I)dsnSC1}<UN-Ot3OT}i3TEZjMJ|sa?x(G=!DMv`;4al+M
z;wR2Zas^~!eP)6GX)Z2Sx)3_-K|cRxjyj{hgOK#pOp^t<^SDPZ#M+SZeoxgZ$VSN(
z4hNx-6(`y%7j08Zku!s3pFkLlx<%$P8TBfhy1CMWtgcMt5cpGdmlPG(r%amH2&<r|
zqzINAr42>@q52fTW-F(4BhUoiYz-1bfP5mq5cnkiQ*h^YQQ-RWRxhF=DzjM?*Oavq
zcOW&yH|oB8{5>&~hBO|=&Bs=ySh@^Nh1l#UrODja$9!HA%vx3(#(943nGj_#O^`zY
zGh03+$gZ`U+^CALjCv!6O;`%JNd<P^%N%Sx?0RPZe)9{MwQZKE3277S1mNv|lcVJ>
zTDMyEV>`Y@q%Mc*%L*+8)fwu!kVv+k8gH5d!T7b7lpU?;Vo5!ldtE04h_`USAvc?>
z1#5WjQuxiha%+e^iU!9onTHobtj5x3K7C6bZ1>X>C7TTzz=%i#M!2}gQ_cuc&{x3N
zD5R*TPQUf=r;{r>Ii1|x`liutzJdml>KE3kyYAG93*j=kyL_H&_YF>>z236+JABiC
z+PGShFKsNxz=G7hfL0wQ|F%kX{B+t7H2RAoje)bBF4?&{gF+j-joT8+dj$97Q`NNb
zK|F3)JJoL0-f^v7%}~AE+vto`=J5=}PkQJ%3P7h~T~T2}63m!O=HfSfE<?eQqj*9&
zE0@$KtF*Xb;7F8h7C-SJRLI=A_i(?<0u;lnD|o8b?rX5o)bhnl%?JAmO^DdrId-MZ
zTiwT)dkU=Z#2*ea;czcic)m&5<2Y*AxMmAB%*UnGHO1CTN)U}~%WtIPI&q<s%8|G6
zd%<JeqRpjCWXAx%x~hfmD(GyOW-FA44Vo2WQYK1K`a~G|V%A=z+hjq$QXm+ZcAGkX
zER1z)a3hDUd=c7&RRX-F`L=uo@RkLrz+1jQ0gjyoJL$4%mJspyzIe&pFUU4fU0C-t
z6AA4@=NPzAL_`K0ozmTtme~k&m9~Zlff9BW6-Q9BUn4LLq+p3h84Jk7H?;=YmthP-
zUP9m|W;<Rf>mOGKIpy-vD5#n!uF*=dq|kSnr-+f|B;m@vZT!NPAru|7UOlj!N9i&g
z!WZO|uk>l@U_Rb~OjACV#y|Yl3OJ)ke&y)b;zyAALFv<bE?HEKJh$ucy!q_pqr$Bd
zRI20o+Vu_<;J@CAc?v$1cT`bkwFW_Yonk{^wp$2^Pbtt>i;HTb%^iv=>}sWh9AkwB
zKBuT|4hN0RcB(v~nT%mdeL(&ob+>wGKt!tuB>bh?+lgZj;(Yo|;Jw~U$C{VK5jqX~
zU%qx3mm0)M#J=Sc40h9lncPE>rILtUEZQw&BYMam(v?wmT!~*OdS!599{W<=mDb-d
z<}(xQ^Od4_C>GN>cmdVToli4$c8i#SfznA&lTI@dDDWwuJ&iQF)MVAva568WV$QZ;
znT{cqZUme@GZbXbC8SktIAiz2ERYK+q3%dphV}e7j->ne2mdYoJKoUbX;yj^m=`W7
z!%?|>gN(rKI{n<qZGZKo;ra;&(c_F_dy_0D^C#?*Plr>=l{NUu=2D9z<Z0IPi_iq+
zX=>Aa;5>8l4QrQD#mnlq@=i}b(a8>#zC7k+;<j*>w%Ut!5A7$jq9Ds0vLR%b?>|qO
z$&uahzG)w3z~#!RhsSjPqOgQU6r!u}`hLO-P&lAXBobTfyEmQN*`RDmAlsLKbePI^
z=Amk!H9^Hd1MLmWQRG#wN1n8a=Vjhct{>LxeOcd=1Ro*RQfMjrc-j-lMRdgDS|((i
zB8A5V9?3O{vl_k{W1&z-qpTwQQ0yC(?MOQek6Xv}38IXe|9dss<k%BuX*l6<s#yd6
z%1o>MHyn-J=K><vU$EX<8>>WF8M?aM8qx_nKh$gyFkyU?sG^ha9UEGMFQu&qxGK+F
zm8dpUZIEgy0t4s`-h~e)Aj#NCDdT(^_$n0>c*KrdOV43crK2e0RIsbir;s=yD|WfD
zmM3jIaDIDikYs)XJ)Z8+EYOknWt;J8XY-5*#EkOYNrfpRBJrCQ9DI2Jhg?}WFm#}5
zy%vG`!Qz1R`Q!fVUbG7V{EZ4H&LTWkmDfuuj-lm{75G?*y`YB+cERDOcq3ITyVs9;
zIAJ6k14<zoQQOzj-z8)(hXXS@f%7(p-G_NRlWo&Aq5m^_drOCl2BKVgohTw=xH;R9
zsU``GOIsAMS4ePYH(+C^qFW7FE4bXaH(0{_<$uFpMb_{o8u+{hs&v=aB0dE)tY~P<
zHVyLyy0m??gFR*SvS6}Th43L%rf)bbB~1B&<E?D3nDFCWy+9}nX1?IM{|hA45unIi
zU(W-|bNQSsXU;Fe_E#q~P-E5;nrdf7egx{7utMhL=9*_&(MgkwwtYI3Kw&b-rFh(9
ziL3YFGC66Iz{2Uw9~Wi47<&=k0UL{^kzF*w5VkDyn>2eW+m)oG-xW{j(fq?!D~W%m
zWHI`XAEgi?Q<eUb79Vo@N5}6eRMBvzoyRh)f^Kx>xmz?J{nf3D@H#XyXpnSG`et6I
z1oCww>Ilol_W90*i`475j%C=1*p{VcD*DU@JrDv}g#cvGO!*TS6cry22cjt`@x|~)
z?A*o2Zx)&DDgvmQtj@mZ0Q}+t8Mg$DWs?rm;v`k5V_sffaAaiApR!uyPgzZHa&iI?
zJ|(f3LlUs-f1way9{5j%P|`hCeh~>SJ;A8cHC_nM#V}?-#H;}6i^*a|=H)A*+a`fO
zzZ8#*Lhbx33gveHOM(3Fc%jn!J7Oyd-g&3f8Q9+S5ojebI$)8uLj-5Q?hwNaxk4ic
zPI&Tn?(XgYup3|l74DJWydy(O1Tcjjff&_4<&NM5;M)&z>)HB0%O64Peqv(n?f+8I
zCh?<u2k3au3{q28zW=dJXkse=X^j8@i$4g)^8fe?73w9tzbxqP$K7F*@Zv0x)>=Dj
z{0H;N9s^Y4&KRat{XYjK+Da3~aG$hAVW7)JJbkv2jhCPwZ`fni>L!RL_<iUku|^{f
zXWVexMJ2q=c5C33a;xH-cLYIq4lkQ2Eze!~a<Ssr3VRk&*0B7xwV)1X%>X}23tm6O
zR7(={;6CRp;0=>vVgzD)VUPk=8~7?6Jjeh&ak@4jUD=!gPyl6z>A{Ipo#V#Adq=Kw
zg4?J>d#>1xsKQ1sO7f->3_QIf5}?-j858L!NoNluz}fXskdQ|<8V^(MwtZnhKjWRm
z<Ik$+i~eo^?b8c^AtEV~0(4jqsSEsyL-RL!-u?kWF`rJFq=lfP4fyOfSLSPo@^B*D
z=9=hdo9X}$>p<7cb*qfxOyK|MHwAe>x4k&=$cc4T51z>VsdCsgHY8+2cO&KU(+?fg
zC+E}_oo>@&(kS|243opZGa7A@aqz2@y&19w2$-z`^dfD$9hh&*dp2^I9e-#58uYqA
zdD|f6<o{C#__BB~7_8d}w(uZZ-j}+AcCGz`<qPPbk1}51M=64jjiYzEx7s1BBX%?Z
zv3OTqz5FWywI>hc{YEiP&oavJEyo}`)Bb2o5><&E&t%9EY8mD)h;jtyhm$K&45Y=0
z;(+>lEW}!v79J=Up-GYIQ31Wn20W20l8wd*XCv^h5*BHfgbf>$6e4U$I--3F*yJ>t
zI5DKHBNEu*xgBccRf9UV4gMNh&e;_*)^y>9QT88W2x}-!6Z;n%2CB#`lfzUy*Tj>L
z0N$|#*$KId%pS^OrZdt4wm3p5B7HRu%F~czK<D;X4h<`SF<=cqh7v`EQkFh}!b=Cq
zF&-fAcZ<3Qz3Sc90xC=Li(B-UZ=@2SeV6d&O1M9aawQrGg2=9~Q*}6Cy>YmeF{;p4
zQ6Cgh>Y){4&Ffj}Es%Ra!IRB`gomVC4uY3W()V7-b|f;o>u8AKm$Yz99$ika<<`&;
z>qJSKX)HLa*p4n#avR8lA<9!PdM0(ZMlmv~_EVj^Ou+*IB}=LYv6JpY7|5m}^CmQ^
zHo*X@Fv4h#<INAfnc*~$?vF;&67M72_iqe0;g<`g+P0;FBfADg35ufp#n({VtV_V4
z%T3z%6~EabepXVy8G#fKI4oshC{vqzm<pKZ3IJ(py8PD??)iOCxQ@!W0Kj;K)8=2_
zPcyGXro`S4+hf@MP>Oi>`-AO|Pj&|%3QMB7f?)>pNDaN|uA^#jso`IW2XJNn8&5Fm
zuLy3)pFBO*jK`W|9kRJT@x*%20em8B7WPoc@cYgWo9?G8pUOorgw8@3S~@oSooAzB
zo6L}evo@$nixyZYl8T^?K5{q-#o($zGr4?0k%>}{V+A8NuOr#K)4oKH2|K0-uP#FY
zj~XW~G{LC$&r~QB|7Op&PcCsH3a70WYOB-3wZIQuTE?qTCR^-5Hh5NY?i$1Uw{XaZ
zrjoW$HydCUed}@>$S!o+1>Jgy!!%<~*BpHtuM-xykl#a0s7ZU-eym6^S+QK(LDGa)
zZ^1I~eZyOm0)l_sC3CkF#2Q*W@eCq}FrU0kqOMY3x7^orfC^y9Spf(^qQt-p<-+Wc
z-0wU9ddIDtHO)plutlL8ED-gB3+4psw<MkZ>pIpZp^Y(l%MbuM=q~iT*qD8WbT@E1
z3KlYcK&^BSxICfahZt>+69d=m%kGCx;7TBRo(C221EZ4tcBYpQudMKwIsg9EmPKIB
z)4NNh`P^~@2J&T#oeB<k3-nIMgGS`Q7dDJUim2uyp>{%ig7`h0y?DD^&AYe-pR|6v
zGtScK_ytxXoOnzKU3mVu$ba5s=12VXNb(&0HkCF9cKp!Yn`C9bk)H_weYD{67iyoR
zQOLqo*P%OiVRKzo5u${{HGNg41%j^kL&+HhOQooGHr!cKn!dRd!2c2{i_9A=-mJJF
ztP~>L)OvXms1OK6I`bn-IILYPsfUkBSYZtq=cq4}D<C!0E~tiHo8uJ#Mjf#L*;go=
z<&5$4(2Oxpz{3b6!7YPImrd78rN2Uf1Xc0b7eh(651}s}r+hT&F9U4vpvBQfb0qPi
zQ=Qh4!FUle@w_lc+&vH;|E5$c*OG`33o>VvC(Mtz2iut6%Y;QIQ$IMcfk)3KUk3pf
zE~4#KBr`J3eLS2CR_P+!ku*DsoPj)^zLZ>H98^GlmUABI<}PWjv{KFzx2l<5OhUf(
zrWNF49)@QOKelstdP+i$>OCW8IX4u>to-lmMr3>L!V<CHI*Y{L-bNaXVF>}p&X85{
z=U_#>a26pq6XyJ8T;VBD-@V_3f)G1Uc$Yd;K_bixbPjazy61i;`8<H+Kbjgk+}k@|
zoY2LjI6;A4BILNNe^{zTKGh+(JJwyYFe}(&mRGf+k@TE^M}A~ZF`}gRe!!d;Cyu5@
zbyZ?c7gWlP-d&2m;d+HQ-_uK_`PELYxDAV5?>k87S^An?h&#5ORbBcbwj5Re;^+QA
z59)^Bw+EHl9LZ$6SvpcH!b1&sz|lYDoIb8w9jv9F*`=`aLh}kRLjxDx)QC=gPVE|v
z%|J~s5&n>>UmK!AI@~o^5-J<t$*qbTP0jd53Xb>&QoKr#-L+xk+HjsU)58|xn<wk?
za)*36Iv4NdGo*1v6+%<9gsZ?lYrJE*jc?cpL1nh1^={vMn;Bm_w2)`egJL&=T&*3v
zQ}20t(2=n)o+HcNdl9g~hi}RnOfQkZ^TWLucdq`<?E2kd&N?S>qXDbTXqp9mtIZ|}
z-<?T<bHXsJEgDm4MYqx9m!|rQCxnadqf(8oe`GDeFMqHna3q+dL`sMwOl)7m7w-#K
zfhPklr~Xqu($|yL681y5xGt$P=$*WFkdNVWfcCf7pTJ6>q}-VO8g%ee$;W*B1Cr%j
zWol8h8lv@a)->$?jz+5N3<VN3q)(UQ2YD!AB_56Ac1Wk{D>4U(VWNdPo)dg;O4->+
z_t%kT0e~lYR?+zWZMmCE$(#juxzfP0^b$o5+O9pdokBQI8Un!3GHw((n~<E3vnYpW
zvj`Vv64$*Wc+&2)VGO6%m&}0@q@Ut|^i?4m0%1xb-@3MSQN8RUWtTr+TK-4-YAjbr
zA{T1SHw62<Q@5(W45zX<yxBrTsNgoMYX9<~zl=e@Gt3MD^zH*2BHeSxc|TJe7wVna
z0QODi@ogp_8#`Fyfg|^ZV<|_~bxxk!CWx;$C|{{)>487aApl?l+3#?c9>|DA%>2+_
zn~<Q;GBfY9l1KYOnM~3GoB<L?m(w5ufMes3DN9lQ4DXbapF9(Nnt`HcGVdEX9Y^1h
zBJih6tlNG6sDXxV$t_3DOA}bPeSs;EkgA_GZH9t}0(yV4sdrS&Nm3__rhOWi%)T57
z8+yadH#|rt_;6*X+<uC#L^^U+IWKyU!Ka*%t@!3@yKmWY;Yw{qp4}#BD$$4pt%L)Q
zMH4M|>bY<OvsZz=B7L5)5b3^p1CS(NUx@CQ9{EC9zk+Bd_n?OT)r9Ber@lmvuR_4c
z_ip-dX)T_5_%bblnu-40&J*KGMdd6xIs%!u@(|UaF|TX~RuP_mP$M<2LN*YgE*+?e
zfNs%^Vh&A)L#POUdE{{=vA5><vn&YmwyE?gFQvW9;?_n1f4m;iElZ9SRSq96+>l*|
zz_8~SCkG#d<E%)G40xf68)AD5_J=A}Z9P&Aj8}pO1iP*#oFC$emX<TN9e0pAg*Mv4
z^F&DFll*Z8Mh&>-LXpm}y&{Fz<ig_?Q!kFVpj>>OB)aWQ)~e?Roo68{v6neShZ?Dg
zI4OMaKs^da`_TRKwM&r!S@9A#c87vJ{%w8%2Y9h%*Rbd$Fo|w-{M!;Ujt4@hf;sC)
zT%5SmkBB)QWOk&tMTfwAm$FLe?PfjX39Xwuk*lJ-NfE$z|0EDswM99Bcre>&JFDFg
zYIw&{7-(RyIS5w2Deq@ZEw<o^qxi_!y+A34K@R*Asa2Y(bu_F_1|!_d<oy>IgMwnh
zX}DrP>r^}w-YDiKw?7Eo3cX!xz~N+=K|v-I0&X)_fsOO=g6)!cOYB4o3m*%;dYub)
zUq;uZ=3RfUD@?38pjJeHr3NoL`L`rUG-NOgyA`jYk;4m(0=&!gbaMNVd~e~U+yIwx
zn1aqU#ZAF3-x&JCFY7zKIJ_Xri$JMREM#f;9OrIR*#u;n!Y__$Wb}f%ZyOdjP=-~s
z0gRN)@<Rapz-zCvKBmV9%sr%b2`8Af)DHT7QRtK?h}CnFWB{opgZk3c*2SgZgi?ll
zOFvjgMuKowyLWc@&ttfdd;a@f?Ip#XU1J|wFVUmlBmv3OVF`w%MunbVyV`$RG0WO?
zhT};wU_u8@CMSP-qtX;8%$$42@FBDBB)~f2T{SC;g&hD=*;A_O^h3~p-D!(XV2f1e
z9fT%EGrU>!gx<uD@FYH^hC`9K<47H)jA9G9#|aDX;EUr@jt(O??%~e7ljfkU0A`!y
z<zh4#*d{&gS*v5lQ)S?-I1?ic9jef%FjdJi>j<FN5IEcieAJfU_D$fDDsEa4b82|h
ztmG%4uBP>#G%Hw+Fp668;FAH>q_W`*kpFClTaMU8JgJZq3w=P2(H)FVGCkH?;94qA
z%^c(GAf(vr(tc5!;5vAL1*WU%)B19EW<AT;%Er6cnf4k(FwE^#?E7N$Pwg*T;X4xV
z;S#8(Wz%mz!uqjY1w{w(HB(#NMYW#_=+(srUbFKgSFbe~{g`G8VUQO7QuQW;0dwAj
zsh$t4scf%fyT>U82pc--romtSi|hdY{Ikmt7;2FH1vDpYo6I4uOp&{U<>+_ZE%&F$
zuRtXqo@ha&!18Y(MMW(*G7vyGt4k5e$A*8|0meEXhgGp_DE#6aE%!GlP}{bB03*6s
zbWu$W7@!cg&1;A*>cQkAK%ow-(<T5UGeV^%9{k8hfo06)R#RC&%8yOpv75*3xdF?h
zfX0Bwgo5-egktO#^>em&Vv#sV>Yyf3zvBUl4Z9hT)_ndsP5l?CX#J`^ANZ#zHy3aV
zTK}88EBJR<^Z!uA{vY+ZuJgQ!fpp^EWQY>@^O_Gr$A47j|4PCA>xJx{H=t%!u#(i#
z1379JoM3Wg2!!^J`|!Lknq8hlCzx6ro0~vPPep0*1^@qsI-$ubB?cz^4fBso#oJOS
z+JcfQ;4=#MJl_A=ALMv|hVuOL-zAK6eD&%3{>p}H#wg5O%jiDux84%Ag@Ma9Zxr@-
zA_Ts&ErX{U0%pEi<sS^C)H}O1r!mL0CDNZsNN{eF<P|4?4nM260!qS1xcXH!P@P2r
zKP>6UptA`m!7RZEc5F0=Z5O5y*#X6yicB^(TLviI?UKcxyFT2sGcIu%Xp-h-pS6JM
z7KwH3WOvDoH{(<p?V~awi`rGBm~kRDdFQW(PV*G7?rHR)l(;qNu0#Wtv|TdIX?;x4
zS;A~ksV2-uyTL93ZW*!wXpK@JJT;PGm-fj;+j-*Mv4OSZt-A;CWaNflZ<i{ec!xL`
zR(%+PIIcnNH_sAC${XaK_Mr0>Q{+27GV5YgU>V^k!PU;XXJ|osNIw|F7Qr;6b$rha
z%mc>rmqN0V)59bLe#4GX2DP+7gT#}A9VpwiteZ_d8~dFb3T?S2qHR)gv82(g){#J=
zQFyyTF<QPr`}04fi)L7o^oiXI15S8S(^F1;`yJ`^qpmMW`}kjO%GQ&P8qvL^!8jy+
z_h5^mQAW|AcikS}F2GkG&nISO2%SB>xi?%F$nONM8cm4Cp+Slv+<R`Q%1dFKTlk5%
z;mWzJbi-%673oydp9X~1$Pfdp_NGO29$)w`KzWrY-t$XTjtXp4!7!sCa&!{aoGV#!
zN>q-}#j<^*eH>A4{-a@F<ifJbg|gg8UELbb1pUZuLgoPqd0-v?j$#Ia4y!`MWYMo<
zk7<d#v83@1;ok?v%^Q{MB%jfR^kRcfAJ!3xc(N#}A2Bemt?5^AX)7Q+EI*yl?I3};
z9-hfv0h<A|W6<GA1LX~dRZj}Nv=xTl{Pr&1y24*C6QM=q4nhC;`@&*WFdh*~D$F_J
ze$M=jdRV(+*zdcj_^dgOI+&_lZ&DZjm9ez)ps$PF_-VM|_D+%r-EKtoxujc^0)&k)
zLH~9zd|I@oZ0r4^Mq%d4tM*hh>isZsv|mBANbGc_vFc#}2LnNDK%eT}nVul<SJ-3K
zDOBQLGx?SoT?~urV{7<cA;sqv%%Ol~;1aWCfyI-lc8vmYYXNYRY?Jse|H1|E(6|*j
zkp8d@3E{{KHrf<K_RsCWsu!6hVtl&`t`^0`UBE5&{{k|O8S^5Hx~zIKx!PodbRIPT
z1Ec49uwEUWo~@%4h5*^?kf)Hg-pw8<s0;MN)ty4{RD~7+^NQwKyFgf?kXU@LeyEmr
zHEmBDT(5@hF2xi6>|MyX=l!q11}ER4NvjpM7rg~#9GtreDJcZng|zbh*~<5gr@OW}
ztBogg*th>_T|oUd4ZO}}e@n0#o)Xl1*)3G*?5R<>(aYzRrz4eOIYr9P0TbKpzFnr8
z;5<<Ixj|J5A0dZQrAJzL^k2>eg&+}H!=5t!1av(I>~<8L&_eIsxG+#g{RJD+ZT+hH
z-4@8uD`C1z!?`>u&SNcfn|fK?F-6W@sVZEQ@EjU<n3+eKv@<=F91^UtPARplh`|G1
zLY11jHUQS(kZ=ICNfRoAi=IW3Rm_tojX?HS)&t&svMMJ}lHfu4HX>5pXR!i<r|fzW
z7)Agx$0SD5r<dmQY4FbORoMhpsuNqJxJ1@ixaf@-yI0=SNY2+iTr|6bt-kJu+&Xvm
zuG4r|A0`gs11OL<jna}J@JY{hMXqWC&wt7lA;<a9{<D(T*GsU)KrTi}Q7g}Fm~f^C
zSl#BMp<eA?X-NV5adC1S`j&P;Pd(2ic!qMg*A`f&rc_Y;uIF3(h}wxEv!dfm!M&9W
z@G)D*^oFZv#knfRUxu+GlP=-PbGXjWs*I6YY8CZc>E23Jbc2>u`EYUaP9m4I^Cv4@
z3}7AsIPHa8`OE58ZX~F^n`OBjU%Ue7<1bIXQ5bjsTegTZC0xLpZiM}ZYM~!-NjXbb
zBk5kkrRgVnaypX`G8=Tz3{Q$cAHacBYUGZ{hVrMc&HM>hnemWJC->Q}U@)mT_F4Tp
z3MD>_MEADWOtom~0{+gKbMX`xqnjOPP@39KYC(_KuJ~;k$B!HKKU<W!rMd=r33d30
zNyJ~4hlAi^;DvK8mmcTA6!&aeFz2H%=RVNEASs9*$O!k03Io1`M1w=YSTiM~!g3EU
z=>Zv^B|DA&>pk8KdJB2Jy0AzKYG?OlxP~;!NE*sK2qn&;eT=Fs5~*A$8c@VeohKv4
zEkO}ANU`I`({W;>Ez{Tml``$t*Re2apm`o>aC_d8B~K@nYpU$cjL_$P1(+5VKx2q#
z49ZMm1{jlF--dcPe0pEh6GtJqY}%Mmxo(TVSiMH9C4;|zNrrpXKpIMU8r1~pL+-)S
z+dj@Nsyjo{3tWF))Srv?6Xefr7f10yT2wg;G1-nC$RqD}^n!9(%OEBOM+Ch<I45&C
zw^FL2!nNK?8hZz{7n4s&uEC9Rbmtik+AdQYi!6a7&1*9Mv>3UyCIN^Sy}FwlfH<KX
zH;E?q%j%_IDHd}&jF=%?QNlEpyn0Fq958(O*mDIT5%o--`rgI8>Jv9NXQ~nP1e6Xn
z?226HlSc<ZrOU(%wvdu%Vgl$v2mWb)%!~X1C7$v~+f#gR!lF4OAbsX^<#1jMBoUqG
zpffweuAAOGh>@!%Hm`ru0ptt+CZuHtGt1;6qL!KPie-0T^)b9IY>Ib8nvZ_<A6!UK
zz4`(B0_gsQ8V+cU*NRTwW}_T(b88FnQwOn?96<dH8oZdoT*6X#5NNJU0d7~PIz$jx
z#9`x}TQb1_Dn?ffYmx!zgeKI+)-8^op4C8c%6<riD|;75BauL--J)$-2GlJ7)GmU^
zoaiey3QuU-nPs2!Yq$oK+2iIgJ>*7ACf6-srm|Y+z+ps9g*;jTZNBJj%R@yJ{@*lZ
z<TBCtN`|WB!R8ZDP3`8NP1-E`6i5Nc(ES;s!CPD`Chk!gR@s5qS%X>+Cdz;BHo6=M
z2L)?Y*E<9Y*>Mr9(2RHH3@Su6RqOnw5t{!*EaA;U(857^bMktOW8ap^<>eJ%RJej5
z%IC@GPSy1E?Lk$sb@`qY$_VE+*n{qPXmfyYQO-^Zcp0TY<1&S>naVzTf6Vcv3k{Xd
zpd5DM&D=-P!>E1NFE9^%+=ucN#CT2xYPpb+0#Pdv<mG%QfTOgEq4qeC;Ry7^ctM)C
z<m$hjTAhHYe&uTKY~N2Df5L^4-VT==X+qewqcq|b+>6DiokiP7<!uAr?Pj6@(*AR*
z-NU1-H2N-p)#_HQ9in4OA=rID{v{#0DC5&U%AB9JHAX|EkfVw>jBN-s@9DR0VEO1>
z5}mhh;Bs$ZLuH0C;_$3?<tHa;_zo|B5482!18Roxl#L%S7HX2f75|%r*v<F6{baeI
zu78ZQx`Pm+cna&*5Wkb7baQv!>W)y=W#G>5q?0H)pbXysD_z*+|8Xwlvp-$X#=7Gn
zC<7i(L3G}=8w$o)d2YGr3_kXLo)y27ULrJ{)o?&f20!z+p}~I}7vjCPeu;dz3fk%Q
zC1breK&zyOe>hxchv}g2tL?US^iuq{oF`o1%U2`*p&$eA$iT5vfH$H5^nC$wzDrv|
zVbY^-H!b@a61e+vp_Cieo#nx(63qn6g0`SQK;#E#O7uEvOs9#(6yNsXhD+o*B3XP3
zWev#h&h&f38(|dzdjfB`V8`zTvlFa#u1iHP(JvDs{7T`5cGV{`_u%%sa`QOicQmjC
z3ri~t3Z?VV922Z^$lH1~*M#=~qUvz(UNyq_ghjD^naWo}eZi`PvmfshskDl*-KPzp
zktU_;4~(>L7};D=DCNjoyR(mkXrYtMmn@5yLJB9gCLXYVh$-I^ILcoc@QSC1|4}h+
zSpCOaqPQ?T)UMEr0ks5U@zvpAr<njD&Fx1hNGx`aF`)6Jf}o?2ey<WWhl|C{p-GJb
z8pe^u&K*|(yYvL5Z^TKWUFp=~j!hIbgX*j!TZe9J9@@_0TW)DA|1F!gV^!LMy+S<K
zV(i<L?R?<aZgi1~d?&J1laS<&O4?K$eN#o@(Sm!-*7E_!A`lJ@2qmm@h%Wyg$XLrk
zIgBo?sU1ZRd0Itt@}}rlzArtXCci+vf!+6BgI%Jq_`^o#jTzpZt<cr`1w+B#00YRs
zoeaw!!)H3ey2<7t3G^O9W0830ar1BG)E(tV!$o84MYo;*O-Rr#?qA&ODQ6^z8NZo9
zal;o%5&I@v9;s>EC#qvYF3(H*5s=pG&$IY<pGDE<M|9ajwcTE1K!bqihk!tE@oMSc
zmv{+`n!+e_)ov%|n?WPEcFH0dGw9DPa1bbQaN9}O1!_6TGgz+x`bEwaI<Fve(wrh$
zCB-*$fHcqwzQx_%x7H!ZLBU0->1#pP!izvztxls-d-pF_Am~O$%kxlGOH>*DBG-4J
zqrsl$1F%d+E(&hAaWaDjJc<OLQwd-+sJ&|<nTr6PbT+s+7yxLAo9iOjaCv~NA-qmO
zviC(bX*B^Q@aOcmgI(t$=xCp=-z<~KD}eAb9pm^^(ebO6tYqutmd1sOOrBFTUj!(~
zY8?E{COK6f$|Hf584w@}Gu&V0K|;?9Z+!x)*#G1wiXPN>=i)(W>!JNn*j-vfrF=K7
zz&viq<pON+da7{?byh*KU^tS`sPR28k7r(e4v#=-g}wkU8!`{DFR@)C(#RDh^IeQ0
z29{wU9Y_#;=M6ndo~}RlYr+vPMCU_*p1^38fS9&B^nQLmV`F>?6Om2kZ%<raK1V_n
z^`-ljMi39~oB>8-GDb}+8)&9pk3<7-5<^y`^_bmGB_K+&M@^%;c3~j+hMiQoG$5p%
zUXhu9zBjk%11h3Y%}F7=KaC8WHjIdBESxfoNR}GvKiS6Dw}zteB<+9Q3rxk{MWjFO
z1wXFzYl@sIB)s-H>_5$ZwRggVfr)=BdDeeE)9zmnxBLI|MJkV}&Hn?E@eN8!?p6N>
zB&GVegoM)tQkM2#etiH`I+dIPHp6)2#FqjHe}r<C;8Btzp<VuS8LgxlZy;PXpNzgZ
zb>71GXUT}@@PEax{yTQS^8*Bhws^vcq+=_8^qpx(ROfH3gcmm-mARt|1m9s$d&svU
ze{Lj}q(9iW=VTUi3j3_JK!Y;6w`Srck&zF_lVFl1T9PRDY{9LVf--O!Mv-h=i$RvN
z3~q=*X^95|Ack><Ux=9*=#UWvTcK*p{}t3wclOS$m;Kbj`1+4zA<_B^0Ij(@MTs|Y
z|L`wl=0tgfpL@sx6GVl5sMkvvS2@}VfqWWh&4=-Sh=$=lb=vt$_c<$@TiZYQ!hw19
z1pYF`O0xx?ge%;)5N3{;laPc99YIj8=%z}a&|T`ts;*)bYol&q4F&`0=8WI63F%e{
zw9!)KE~P>MJW7k<(<9-t?eWLF0NK!)yavn;hnqb#4`Bol0EBIGDON2zfx8~zLI*Yo
zOvXCmL;2D57`WrcW|X1g-)jKb3(;5ZAR)jECF9X>_0a4Ab;;h4Rn}z#`*g>szJD+u
zP%eUhAYXl+8?~KvM;ZM^UQQgFU-rPYJ=F2}gwHCCfBJ{q{D(1IPzBttNf%toW*CC4
zlvfuY_mTnef`t`<7v-;bk&gmP?5jAJpvTy?ogq{}bli&s+y=pSzkvt|XwzGtbxHUg
zN%ud@3x|Y_BZltcociBbh{7_=f93gd_E#(MiH9#Ar3U>5w^>~GG8z;95DQ?ySo)P<
zLV*d23Y&7w+4#b;3h7hHjip`@3}p%GDEK2KZ~(gnH@@>B8|4_QTIm~?#$Z(dYZ+j=
zN#qj(Z4rHt;Wt?np_k<n6ucAkAN<g}QUZJCRmOGI?&@GZm=H&;s=)DAx~%Kb0uF;8
zYRcI~+!=)`G_(1{G@T@p2%7%g7&}+q!UUk=b;h^rzGsHNHC5_dM-vf1*KZy8rT~Z+
zBH`w`xhDT1USQDrB?Ik%hcz@2_2+f~*va?A@fB!5#y?x$kk`fvQ?1Y_P?P!Hb3%lL
z=Q$#$y4Ei@jXg5(Ri)egS87G>mQ+9qxiOlPh;C0+I+b`Vpr-g@xP$sK$l#$v=4t4M
zyjkEQhiT$qe3uH_d4U5A+v5hRa^dLdVH2wAxA^TFx@L)GARkW*el)X@1li;A28Pyx
zL%f91tx9DcIk<y=nyGHSbbG}U`buM4#w4Q4;J!i!iTrl|E*50QE{{SP8hYY)ic|^I
zoS&MypT2v$J_Yl3KM}B7usAFYdM?sEs?SK#AYTs%2~GT0=>o`vAR0asz{vn;bwiG-
zN$7c{zZs4d`~>>R545jhs0i4lB8S_I3vKKEGXrvW6K7{ATxiCvUi{qq0cMXGXhBPk
zw5Sj$U4k1;TKKn+*y;8l%Dh(9*Gk!*Q~;#0bVn4r%<NkIp*>I4kw%A!e0Y!&AW(Tf
zZT}RW)bFwfo&JNqTL72X+z7uGi-h}#XREBA<_Rf&!;_#ll?^-Whqk4>6NnmHBM-=N
z?eLO6J`GgtbjaahBtz&PpMnkNU)00o4$9W4z>D-^d%c&7&6X9I2>1yzAI6G7GS)Ic
zs_ISIk%1KDUTB;!H{ysARPQX3gZ`V&=^v7X3Gs1PPYypQ6Y+KE9gr2H<%#2src`sw
z-EQ9=5PtG@PVyzJd=cB~@!i$KKXMe%o>R}+P0=hiXGcmcvGANTmG|#3ys+iDtB*au
zohp^}BdXy{E|5B%$`j;4KIg4xaePy9cK{)Hlat{pmd`>*$k}KPk8xoNVcJ%mGe>2=
zP<=)%Gqxl%+=m|6M6`%e<^(mhq;6m@g6XJFNWpP;m**|fI2+ErSvJ-<&u&G0XEG(*
z51Apo@NiAonL<@h^9ACQO8A_^PXyfg9?k2q2B6>w8}v*dAW)(=s?vrP<h=1<qygcM
z%9d__7FKS!Sk$8W0v>A~dmyK`6<=rZqx|AU2m)r_wjjJzuM45EM{vw!ajK`f26;1T
z9v$<2jw=V`f9=dot{ej^^vzt&gTqP=D*2**uHabZdWH)lVFxx2ez$TFBQmkx{+Nt^
z=oCMH+A-F0)mwl~g;%$v=XXV<iww+=90ow53*{_Qr))rr$@reoA4t5!@dhD5iD;)c
zMtq-skUl5}I!-xCF3+PVC4{HB5zse&bH4nmRpgyMh~nE7^AEju?<Uu4_5$}ueuDW&
z48#gq0HE4Yx5<>`ZfPuPfD_v#|5IWBjdtgkna>xKf$<^<G70xx<DD%KuYMEnXNm*j
zqcb}UHH3la3~N^1!8rhJCTQ74GQ380y2A*+)4>pb=_;1awgm^_^D2bl0WH%AG8G0f
z0wh}FEa-^xR020<HVZd_6V(--qD$%e8rR#ghrRTExi;R4+z;R+x?_`hUkl1%8k@dl
z=gjey+ZQ>X(+Ktv{TMbE^cLFrV^fH)5Ynj10lvZoM@YuZ3*1pC^0)YEgXUP&^ut}y
z!1*l1ohBN9={j-hdl5JLFa-tz%MghhVVN)H*CU1Y?7>quT_U0OzK_5tq*M{NC*Pry
zyKjyNoUO4yQKi_e4g%DIrXvb1t$C^#wt>Ev7Q92Zt~vo|vEAIfH93+u?aSl5P^EG?
z_LY%=a3UnA^gxSGNtT<w(b-J<LtHyQwIp)E?p9P_EkEeNwjrIz*KMP4HHZ_q{PEui
z^2=L)#%}HpH;PuGnQ=}!P<?AJ|D59JRjWj8j0fk{Q9Q#2C1AL$N7<R75iw0;L0rGU
zln0vn@v=>L{cnvF2{)|B)n%wFX%m2_Y-Gfjw>uZ++_k-*_em}Ku7=2P4O$v5;SpIK
z|M6nVCn#QPCPYLI-<~sAuKeDBXNpFNEesf(>Cro;mHdbBEOT*R0G#c4MyXin%7{zV
z(geby#(_0SEugq!h4>`3q?@X^03^Z6EA)RBEUI3*)9^yv_BqL&gr3wZhyL#@i=a99
z<%byRKTH9V>JOXxKSejPqomvGEf2=(o;?z6RH^S;G;_z~3s7wnuPO~~g6l$zw+FuL
zKc1D|#0#a^bn?r@r!TFFa@$Cjyvb2*xO1b~eID4w6B+97L}4d{mu5Q}$H(e`<Ob^y
zEj2frOz$L(ngn27$UP@A7V_Smy#U82&4$D^y^}tS{<h7H!WYr8X+2t&h74TsV$O<F
z7=UW@Uqc%}^TE;ump3NRsKtnDC*Lh;{k@W(fk1DdE53cHANp|lRtsUnV#Ta65oAN`
zqM1nf!xxwW9V-@N+lG_pmWX%+12Bom%%JEbX+hJnP%TKTyO?s-MFRizCfbr%-X!AP
zTfLSms#HA~LDf6eSA)22u#iY@(*o(<5^?FPvCm?MpNeT}`mClMG*Z5NQQKj9P0REB
zoz-+$g?p{^i{fT*N2x6TD_;PwF+`Q4kFtjXqBC;P`g8+QDMDyo%u-}U=W(;LJh7R<
zway1q8jYB{RLgefoCZnogS6o-z2v05S3+!ZF)B>R4^{y%G=`O2I55J~4Qbr-!~1Z)
zRkm*J@BFMRh-H$chj)#8fvWVS#OdqK4+8eP>6p_Ak=WknP=<!(2Ndw4+m^f&{%APE
zl_1o_AL_98rp`m-%a=UG!!A|VFB~SV@tWt@Sd0T{2AYZk8D!y?0bM>niyOUwW7G%T
z9lrVPffu~1v(eT9Y=aO8N(%1ssLqJsj(wnB@=(8ppXnWz|L->VUP8O;C8nRrIkfJ(
ztz=W_T!E>hm>Vt!(g;f_fEN)vjYXPJ-i}~rh+)7S+jv)P+5Wkgpor8MnAnz#VxNxN
zo#>`$qX0+~XdUmHYCOV{nAk>I=9PMQO5Hy>7r+oo17fX}AZDRW-yb&uAg{#~=e2AD
zR7P4USL*FVVkpdgkw6=LXe)p4L41mxsIo6AsD409Cx!~KUm-~Ji$G0|O~Yc#E0Z2F
zX{|NjSklTfP~wFzV5h#-Vxr08nK}#G%BQDtd0&Eu!v%OovdMZRp^rpBH_xp2#o6R~
z)ChO3K~>R0^sHq4RAuw_io1IY3@C8D&YEnAih(E7ZT^ET%b{pm7nEfrf%Vu#Hc&?-
zqfY*!U*)yo9Ox4neMzRzmCTKI##(EE3o8nm$}mBm;jQ~QW0v;SS~JXuU#@68t`_c{
z?5zD+Z6GC@NY*13F8cRh5HDRaHrE9vYa7*^@zKu5T<>-ox#}BPz&`E!K+8=txDo)Y
z`9Owf_tP^f0LWCxFjV3N^wDD?iHRrM{g2|lJ1UCj+j9tlB1u3*qDqpC<P4G#l+2Jp
zkSsY#8bl;1Ip-XNA?Lv%Ns=r%=RD*%lDEgNzqh;ZynSbP&)c*AFjRL>O;z>nu6sXq
zKcD(#Z_Q^7#&PPYtYBd$miZ}DL<_EyH8}&+uHKE0&>dwQc}v+b<G#_n8}k6Mu@1c9
zs12<p0M#CHKKB(eI(M1~BG4{Fn2co0jCAJYcZV_?G0*(R@B}`bHdkVjivjD6T`j@m
z7b0a}?L1a?3aQsw{eJ7r#xORxzEqy@o=tf>kJ|@K-P|6Cj0d;|PchN{#`Jf%uNO;Y
zR1p}*##jynhc>b1q$2Jp^djmG(0YgNwveK{HP{J|Ux8v}D7gdvtbcE&O1?ZvKq=R|
z?L8W+pUyCq%`D=tYrr!`cwy{OFD8--@CkM{P@972gUTV-1)z_>);A!Dmu3$?8=HWR
z`f91+=yyh9c<-0IH_iBq%RH<VA(SZsC<lNPLffAR_vsgbe*l!<4i^5;pD7>-zK8(3
zO5wYcF1iSzfq-q(K#Mh4bdT%s_;lw1B|MEJOu+g0BPE?}xmZIW|Ko(2L<wnM@UMf(
z5p4&5q<#N)<qQ6(DEvRT7?Ic*MLE(k;5}Jd4d`_NvAjHhE=^vy?EUE}N=61qDt{Le
z5kcTis+5HFgx7%1mq~g_O;@+a#{VZ~83Bs1@smcC;v-=cEJj^95MX3PSs2%IOGs;Q
zmlOQe-t4T#%FV3o0e&VwA8Gq%V7|Qj|Esz^de0r}nbG5U$KoI0BC`bAn)lB=JF%QI
z4nOp{KAQHL;qk>wS7OuTP}~jzJ1@iEe?Z@kA$?XR59{kfC8iZ^jr-1GV$>BTh#no>
zdxz~}T`afmj8P%q2xiTQ4ojcsW9yZUsT<SF9&t*opP7k|OT3h2RGKZ*kN>!3I$^SE
zmh~zo`}O~r@^JG$7(fR|JdD(1Q31aT(<-3jk_^=uOMu6=C6NRvX<`vY8E6ILmZ88|
zHJ5I=2HJ<PRssId0a*L{*oWpVD_cF=ZCb@>hl|0^FVaWv;D8)(JsitS0*|E$kvd=M
zDASQJmTS#FumSWS*A&k!34jeAb5jDyz`>d`koag_yW%`_Dd+<bD8A0yePXchlgSI1
z(;_{UB}S1dzH%PG7&Z;wHBFq-@DE|5gUW56B#R`3oSIWmXMCL>v;qhl&pX?bo&tSS
zh7n6~`w%?+#3nwM#jy#Juw$kScUeub)du*AQhI=P3o2tPa+Q?;0)(tbBkFG*@_!dn
z4$#Fomp&(U45v#>D+M0jE&xinA-`fdPCRfoAxd`?4FMY{FKbTZ$iD`XAqMorPS-c$
z4bRP4`DQm_J}_K5IcD5H3~$wOZ-<fDhiq(VPDS+0H0s8GhJrwOA6Oduo(yrpiNV1D
z|3{b9Jvrj97DaLikuz9H`UNN}ei8GH(gP#Y0$McCnX+_2#5F5~CgW?=`47V(C!yNc
zj{EL<uh2o60?ou+cyC}m+4D}Ev5}RpGiX?UNVHu6W}viHCGu(Q3r~Xkr^I#nK2hpE
z9;S;`+PN}v+%O<vph4fk!*eaK8(OedXd@1Ab0T{Lfjo*mTY&B{JKz+RY^O1+x-N|8
z@#Q3U6+j-yNfCe>JH#M9hnC}1e|zbOjo!JT|9~q<C`;4;@QtxC2&EXyAw|DO#Y<=m
z*>=9LtRa&#EwV^HQ%cR_F5F-IZXWC>0gRpME^$4V={HJ3Z(djK@Nc!OZ9*>`V9b}Q
zp}m&N5SCh&P6f1=d&~w0PVG8$<F%V9A8H1pK1G`Tq#%d$6b7<*y)I_sw9Iyyk}vl8
z{a|U|7GQ7gnUC8OVfe+5RO}u`1*^gz#nfxz-zBvj9WO2JvN2hVj;zG9A%3W52q^mG
zeKektFgQ@t;gKq~9pXPkc+`=6CNW+90+1eu7zLEwMV|xi6l*__L-BIXla_|NT}=li
zP84S=38b4pfB3;kJ&SGsFI{Bo6^bq*8z2NY2s{t0SwB7S&IA@VmLUMGX?;UqmBIYm
zA1dLpC};|R;Z4b(Os(>|y$smc<qsdS=dXAoKSdCA^{fImye3a&F`C$TZ<>I_nzekp
zK7Y|JAJ^#XqplJZ0Fdi*`(Y^}dqtqAXOJ2|GIDS+=_(9{<ZukNm=%Q?%WYsJ(sbl!
z99H5e9OKM5;U65sWm~bGK`yQHF)||f`+do~YN4WHb!z$%ye76kXy-<OdM$)slutFw
zQQ^jxMEM6hhG3z_XeD<sPg;joHKb<Y)ywt;+{=U$IN${6gw*sH15y#F=j1QY0WY<E
z2}DyJ1?3@A+Qqgm>CI{=UWs)ib&6lNNs|*8Xx*B2qdqfT*a(slEt2aE^C(-F_1K?`
zDc&Q%c}Zc<d&<^gL+cxONls?rQrU@0<T&jqRqN>P`8Tj*xD;4EoyU@=u9dhQA09J_
z3Hs@htHElOOOMLP0Ica3W#KP@#9v?A2rKT55Q<-t?&_jaG7JM*l*VD%X)h%-ny`i2
z5kH~Jc%SY97@!h>f#8ZWE#K`0XjBu&b`^!HD#AKQ=~@)`1AoU!Vzjd4?IJqp#p?iB
zRROhie8cdvj#t2<<!M67dk-DTQtV8;d;n)qWuV!TJn`G<cpOZiK*YUj&S({Ln)dz}
z{AyQZx^-vxiw$E!->kBAFIbAzD9Z=l9mdIL=v}V)Z|oBiUN;m180UZEw@a935~Pu1
zBSH8zR5B|mrn1xTKS<Xw-UVbpkbpQa8mNuapr(I<Z0M=wIRTnX$xC7Twgt=t{Y_;X
z8xeA?%U&h_G?tYPxV4Qku+Wo}WR<nY#S?Q;9ZN1!S_{NNY%;qo1}`a}_Zu8LB^+96
zgFBP3F%s^-{akv635xt!%Wx=2=wHhg(A*?$PAH3dEjIy>+~<67$kf-yh(Oa2l0^{E
z_AWo?>8_M;5D5jxyyKTwnPr1-q=iSe1@L!6)0wgVmB0~tMu&}&KA_3*FDA;79!O%F
zEJvcPy)#MjU}#AOt|_Rv6Uk)dk49seAj42NE<pxEXm;3C_@)guGPenbgFEmSrp=8Q
z9i&5dM6skD)n0cxQbrwVx#{nCLmrp%04W@;aX?Z^y|lF{5x@=^i_MWt;<c$P2fyo~
zwWBw_u<dEo%2q0dC|X*R;(#oNwXXWlsm+e8n&gT@8mS%g3p{X_+wa1ETQG&*1@bfg
z=x6jxqd*jQm66ElOvYz3<#QpI-459W(K`CV6)W59Ki6_Ai7K3Jy%I$i@0cvHGb(iC
zf&ls;A)tVh^EMlUAq~20sg2*kqOfqD3MBRh7*j_Aa>ur4AKxb4v|92IK+vDMQHpm<
z#gX+-pvkvQ?EP{ZI2(DeVS<#`19_+4|NK0f5}4DD<kdd4Y@k1oO+v($O+)RS{Rjh6
zL{{y{k0klho4?bt3^N3M3k>)M08eOSgHW{KwgYygtsQ=4K*Z~Ep_ODUu{}q7F|h?S
zV}}K6)!wCUaG~UZqfNTkrtT>xyi;oZ0%6(xqCZ*<o(DBh#ge{>x~%-&4`lQQtR`dD
z$=G|Pi?=<B6W>1j;x~9Y9$Ks!BHC~+>^*y1v0t(dIMO6|vuQtS+Lo~5W~0W6&oDqe
zDkg_@aQG;KRT*&Sag^BA)Sa`ah`_wK_Nh(~JOD{r1(Z@WDjv3I^=<FXY=W`*izV)T
zbhDi%3(s709WB1=Y?EF)@`3n-)qA)t64qpsahwZ~NxC8*72ryulr!j&LkB59CL2zN
z+4qf>#7ex84l&}6^E7lE$<=|qA{g(N7moQ{cO8Mt5@zMvZrM<)CK)1+{OZIW`{mQR
zzoQCn%2#%ov;B2VU-uFTR270=Ktlw!Jc`54nvDNic+^h$Ka*DGVw9g6qv?YCqyaW~
z!-MKq`E!&2mE#pr%&*>6EE6H`63q&O7XxDib?67~kO$d6ANWT_urMBau?bZ98KK1F
zSQCPfY4sseGisR8fwOp4BP`$6MdT?bC#q>#RI6W55IvFyP>u@fcjpLl;YtnHWnPd%
zVkymek#Q^M;oO}>OCqIJwuhH~WVUrKpi~O~W3*4ohbIedcU8>WCa@Ur8!Kz1W*US;
zyxxs2>F?3)g{TG{gMj65lbg^?x0bz-<~+-wT2}zA`3WR;%qq+h1Ed%<K>Q|IpT$o<
zSBNLgnCh>fhC*N!ofmzbhjP2bF@oT^aO*{_IIz1GjJTK)kkkP1!JjxCFl!+?_E6dQ
zWdME}x0Yz=muwAuG_-eH=Z<`#Hio3`5|2szC63GA8eGwX*YS8fEV@(cOlX^iemwI#
zB2Gn$v-ZQ7+k|Wfm6{U;p@E`R@-KlEDN}d5ytr9eDP8o3<~xSgme%etXyB~F7FVAH
ze_lKZyT)DL*yi<{7aLXssoVq>Zi7>4KF!hH?9SAX=6f4ES4|tpgScFG$hSsy>dOx$
zA8Qc2*E<2!3Tk_&{3lkKKP+@(!uF%5ewWs@+fq;}&Lp4n?PwNR>l}-wdI&G~7ps{K
zA|2Lo?&&kA<i)-F%;vyqYqLI64lXP*>jzHkmOFWm-jCinrykIM>eq{z|I)dwjJeMn
zeI@2bx#yJ|OZR}H@fzp1I-Cg6^tq{n`}z!opIuAFH(dK2eWe)>2wB;Dw2XW;q8Uy$
z3a9($2u?goKe~>H+OYWb4#iy9EdH>Fk2B`*QfnFs)%CeB63R|{&AMdsTFIRUQ39iM
zMVL~7$81c`)~_<csSm8~TwtoT_DWj_m+;@3Mv*p78b`xUPnr$G@q+H#BbpvPvQq7*
za|Um%x4X#Y%qRCA9==>yG8}i*^bqcYQPNl~C}a#eWqlL(^bTJ%%Z@n>6JTiaggcqn
zZuq4h8b&_!pj6gOA%mESp7!s>EF?3@e2-fd$Pm=>(f7jt?QIo@(}|RFW&gZrhW>K$
zm>FS)k8D`47tbaZ0UaKm>v<yf%UxhioO1zhswk-S?M^63P9UAoC5UQJEx$bZ<~mvB
zns9TDi}XGPL9LyB-K^axl8t{o@b_q!<7~pXfa#iyZpFZ6w|tlv7Eza5xF&k!s#A%B
z;hG=NW#`q7gR})lU3+Ri?tro(pMG3%r+1V{;Ly_R-K+Ye?Vg$aDvHw(>`>TKdz%8V
z%BsNLq20!_re2qYU6yS~yp%6z{3AEt@D?+4TWbc4D)j~Oi0-<9<Edi>tZ@Ok!LHLq
zp%n#N>jDcYrsk^3Y4B@hrA02kCp$KpQ@itR<kzKwdl5gYAAC$5P9m<^pRe9=QvkLk
z$`~une}hntcIk5R5&N*j%>qf_%k2-m9IUA-LIZm4>03HmuaUx|qIQ!RS6=QJV%T*R
zzT-8`qg^b@{uUDhF?_9gF0*55gHQ)<{<<Ru0ZeNr+K%j%u3!702{s@QV(K5h8uWeN
z>C^<1gE*}}ec`ZnyfM*<cb0(ZbUAI>8duNLd#nzcaq~!B_rxR*n_koPzQDS>H~h_4
z$Sw}{7bdn!r!bMy{%*7MuJK~{TA!-ZMtbrrU2k+siNud<9sKL*s4It(ZRcuLhD8=}
z%l=1?Pkec-`)@7Tx2sH#Y?-qRE&K~&RqcOR(s>k5Kcty9=Z(EE_16q5zRDCVpf5bx
zdpe;$4H!ieVwUDGYwi_=C{f{O8@ssUWW{{VMr&TAoW>`{XMk$Trovof&*4oG_E?!g
zPouL0&91fqclU^XKDdrOV@v_Zo(!0F8CdX6stPk~)Qj9QIM(<!=SeR*Q#UluL~W0L
z#;qiTmOJ`1oU{i|)Tv4uahxIEn<!am{u(q1NEWqI65l)*{FD$9?lxC<nqr^I!<F7#
z;>yvq3)6#k-%X(R%@N%QlfCWQuHG~qtny@_b)mjgy?Mh{WCa&36}?4_5j&O*5AOe>
zF`6ri@D}UsY2rV%jWA3F`Zkhv-d%W@^<oWZUiP7eWJPlG8U*TgYL%NfULpNzrKd<-
z>oPA+Y5$B;mK3h^B)C4X(<wRhlm+UTNAzNhZw4!t!WkQ5mPXa;7Y0{RXqVb|A^4E4
zN!?|@hQZ5D>$&T1bi2b^6BQYI4RXrfzLIJY={MsDw{5W%tx$nuX8}5|(|t2{NF?ci
z6<eKNN%X-lapH?FQLjDeCp3?5!nS;&UixMsM#6sCC5p<i{A2y=)b&a(e6+|Q*sNWg
zFmiJl`N>SOZ1sjSVW#BlH$OYVBu!}(d9y8Ja3#AN#d0ZD`cDPEAvw~!=kqex3|r#<
zv<^uU5-%AG&cb3fYZ<a8qqnkq_Tcy496k+;``S5TR`9B_u0kkA8$ID3=5RrjlTOF<
z*P12XuImR)lR-2$O{@w*_}5y|JR%~j3gn_bGI5}HB~B1I@dj{?FdRKZefqM71HmZQ
zNU*)&DkBA*E_8E%CK#|NFemg5X@C+tZ~{IxG&GzbcYPxom|KdS?dAksUB|>C(Tsh4
zjn7~%TWX`4Dhx4EbaP(&V0zviv=?67vz{j>*kJEZ1PTo@HomSMx=s^X-S>$!0W1Lo
zdZLTB@v(T;Q6@+DQ`%KNqxi4Qm@p&;aE4P{>5>Z$`~zAH0=9w$fg~*NN}!6L1OMxb
zr6CRIAW$ED#bmE47%efbXDuPS6n*{f0_fdorA=G0+$IjN1C%DnJWn#~Ny*m+(v}_R
z1GL{?I}FD|h_`b}v2YCx3{=6b6YyQMr2bnb2@RY8bR^bd8<qFTiL}N8<M^b+a^L3D
zardozFQtz8Kxm5`XHKjLW>8h{fy0>iJu#4;va%~7I?oR}7Z6BS;s9-Qxk-Y>+e<=L
z+2~#sb=KAij1BZLNs9J9Xu6A#6$C=}ygqIE1_ep4!#0k9Mmv*8mH#t5)Px|=^k~~8
zYacCfpMYG-CK_s_3CYoc;~-GhQ_z1wF_P4vUnF~_V#dY$z=6UdY5078hIymHP|pRH
zBz3H(-^Hu<sEmtd=zLfyJ|x^-dbqsHrr~;2z`mjtA`{U7pD=kmFwwyfZd0J-QhjBt
zRH1!p!?|##!%OCz;jZ#JjZa)#JwsdlAv4p+HhUE~DZfelQ+&vIM}29*()3;L1xMe{
zUqHDJ^Xgm}c&FwCkMvwb&OQ!=edphqNW#Lq?DenP`fz(QjW=b1z~;=W(>P*vR@)$|
zD~wG_zTp}=52SB2vY3goV%`YOZRV+1@QQ{k9o{e&(U2JM)Oy7oCL?^qGtIKA;<ylD
z9itf~bFsS-Oyeo4+_o{(BWKK{+u&WRDnvxbs9r%w3{5E0x<S?jni5maytZUv@_q#H
zj^Wl|SWmmkoN%2x(&5qGZ-S1LZ`|CaL6aZB-&R_FXkfcRa?TdsdDW(?CRRGr2i{xi
znVGT>!T1DCl5^>-fAc7pV7luezm*@IRrA0HERF$Ba02XIi-0>qI9>E9;B|Ce7Oo(>
zG_Fr>%~!6GWA$CxQQ24ilm)a!JQws^5IF-rp|iv7xDWk@m*p#`W-E=zwK?M9H%Xhu
z^k#gy8dec>aqRJ$>=b1tx(W*9%1lED^#L_miaxD3TqPz`V)if6G}fx`4Kg<7DV2>q
zSIqxfbE>L!oqpPF!}%5xkG4i>wjR14aX5+vT+-Ux?j1vOf={liu9iQ6Yf`i?e0-x)
zn{jDM`V?d}yw++l?L94?cRZ8U+C@<P3kKWA)*^J`jdP82)!qnAPq?$?|Am09hQA|2
zZ5H=#<=|%Mwr69qN1FiHHtD`x-;;N08+`CJoKj#e!3W3A>6NRh{iwN4sq~LrsL_cB
z?|*v4Ee|sqHV8*P>c+n-rfMs(x-&=SX6q&IMp)@i4)`m*`#kA^3~}t?R?qh)Noj@?
zr?|T9?CpXBU3GJ^Vw9i)e7T5`@NTh^@9y+vX|jvaN{@Kgi&ebkP0jtgavZgK-t&{Y
zVD!Yvjc!bi^8;BXopIBgK4vCjg}4UR;=fhqF4@I+%<nv%g18T&0~0Jc_7ipc&2zH}
z>zcvsbAtj(;f&$=vh#ht(~D_}3zv1ViIX1t!V^q7eyc-?7Ux(9RI#%S8XyQhc#EL;
zwVX@0J0WPnArBeFc}6OXfu?@N1T{=RQn|fP99|POCw#G}v;L!B_Q{L%39}6<B4B2L
z6L$`#Xj;AZI{$K5m6W9p>6`bzq}bVbzqqhg;S;qZvHaO)=9cgIirvbFk;dG8lqFc6
z`^ef@8|%3OKdP70lQH1<nvW`V-7KS4=y$oYjhItfak$6vWwGoqUl~qEP<219;hCVG
zFg?|zDPJ@nn76c;i$6tF$jc=YaY<{Ll*oVN|3ybC0gH#Q+SV++wAJSk;GE35>u4G{
z&C*0!Jp&0A@>z&}`0fg`OAa}H^Sw=Iq}fQVj&vW=L*_XeZs#*_-9A~Vaeu;9F}n24
z8=ZZ_d5e=&I{QO5-<R%d0#w3g$aeyt((f23HWGxUY^08gQ!eNN-sr|<%HeU~W7eE+
zul8H}kL(tO1u>q9Pf&>8u7B9i-T`e1Wvry4jR#mgC#EX1Zzp^8VtI`2p0`#QnG}z%
zXvr9-qT7UvRx;6CCt;lFol6DVt&gE+aat}O0V2`M2D(qXsg&-p6CX=4<rr4Ym_8|R
z@{qQf7RsW^Wc=<^CNPzd>eB&)7aPgu?mLhr-xEYk9na)8Y0352!;+G!E;+rjv2k}`
z60FnW*K_%t@6uGqbz=SULasrq^nk&DMmP_ut2y`ENR^RnQ<vRJjl2vKW9)K_z*8(C
zmOVldd|zE{VHnX5^t0>2ocL1T68^R9Yh{q(*rn;R7RM7V4BTew$IT$=BFx9Ws%zY^
z{T#QR_N&zo7cg^jAS>?P0r_A-h3?SWl=Cx%!%{$Krer<_aUFeRJCYRE;FzO2vBCV*
zA!*aQrY%0--<~tGen)X&<;%*=U4u62NM&Vk=X3A3Iys9u_k#GXw}qpruS>_-ZEsz;
zcdgfj<Kl9#Ao`-%*=%E?c)VtB$gf|on3w&CEv1ISYcjvTp&~NRbWj8LJHRZ{O<|<J
z4I33}j01GeVh;@|%+RAn#g}_skw@kObsv;&q~NK2)PdXEJ1e-HeOVd<PYMkM%_AKl
z<UQ^1b^X&$`$^f4RYF=f3e1gD9^=tCoeNI4jBU}tU2C5(t)#|(#2D6H!?HS)&rRXV
zMd4}-OczhZax1oQ#a`XfWQTdSegu~Rk7lf7>SxF+FQWx|tMC(uw&I>xF+DAGTHNRg
zdcn9d-3*@-U7BG(o^?^`M9*H;Ki{%jXoM#z?m={F8u426-?4U6II|K6MY4dEMetmv
z4QcHqnoXbWBqHI&phUA|TnW#ULB$!?tpn&qw`zaXd<0Y4f{ISVxciR}z43?(+fKFb
zD`nqCw{awaNo&?QX@TiF$J}RYU7sx#*Ugy1%p~2J<MoUZLEu*QPI^p`t^oTcVS!s<
z$cti}{>t>&>B{TVV+<bm>Ex=SW`=VeRo?Hsh3~}jZ5z#jfEfL-zAITI@{(2(4<oWU
zJvovmD`QsO{uC;^uC?E_){0%61y;;=rCuT+QKlfS>oQX9PSSz<Hs=P_wD)0~6!s0>
z&E}G$4PG=ep%#92n`f2sc75eTamNbcHD+1CJUk+anfO?FA-J*A7xtW+zV!q1kQSlI
zYqzo<D$Y`kACEsz65H!N<nIcvX8n*P@nqZ~FP>oaCRk<hsdmi5ZMGK2%(sZ-DG&Bj
zNTTB2n~7g633sHLUFeRS;TdAzW>P(b5XEA5`h@li8yDLsYde0ixKsm<d#XZ@+Z*ND
zmEVz_J%TnK3!?)A1`Wg#7M5iHxQ+z|Wd_RRdhS-+<3oV~-X})R-;izk5Uoqs&MB$4
z@V>sq9x+omGT4Ijuwhx5X|L~-p_tukr@Fw`I#A`QnD*_XWQTN1hTy|whk4ngL|;e|
z;w`uYi^hraHl(O3DurW&Bh*)zyMn)pvV7w6vALH7oFNsPjX084yrudL=kCaQwO4eB
z=)GF@vU@eJMK#ZoRc2(9BnZcy>P~gqNK3{FfT*0L82jCr4f*wA5F-8`gv9kM%~R_3
zJUmx;9AOlX#cWIMNQduIEM^99aMrOLtI!`=3@X5rG>iU)ceGz|v3iNMo8pjqSNG!L
z4opmS;bNsq6{Nm=*{E3rcM8B{BmOr0itC5g8yiMi9`McMGIf=1JNhZANUfYw!^n3L
z7Vhl6<n>BV2%WXn8!x-PPMP*1HZhIv*lbl@T;xRaWQi-E@1Jd9d+{<AUivi&MtyKt
zl6M{ad<mGxxZr{5N~00tB0qbCDQ%zEQ}xQT%ZCVC*IBSKr^!RUc+CrX<d*0x$l$uw
z604kK&LQhs8VOj^Jek{7lj<&B8oAv8m#F#GOw!kOTwJjzac&g{q<&(n--0LJK+CF7
z#Dafp2)>qDeqH6V=G-~e_(=anFCbpU3m$e-=5o&%|Bdd*qgz~onDS|AYqZY5RUD9=
zOUDokxM1}q2V%Ut-@&co&h_q`E!Pjy9vcQCV{a}OKj%{WtfgE1q~$7@YD>O~UuuMp
zXy0LhDSS<fS-8}qaF#mT);BLYlju5XygyM~#5~edoZjP!MdX&`qq_<3!AJ=4Xcfe?
z&dH`SS$*F^bvOx8b<1>s+RW^B4kFif2~gAS_2U^PVyeE1z2^O^@Mx}?ex;w=C&t_*
z_vK{G7S5^iLU%^QEctaW#>t$eDyR1zHVTAOeCr7%oABR`b`@8ISQHV-!^GtPe8U*H
zMmeZzM%4dA&HTGNy2^hCIe?Ygo^5wI-sV7~wYte;8GZ2TkN(cp<3q3pxya6>+7{J|
zjRe-&vskFy+c?sKeu-tYxKy;4TWoQCYhI#SySkhw#Si6ELu?CiB-sg)&D?Ab_qJGw
zsRsJSp7Lg}{?dq@gT6?UQr_c-G?f8tn(Upi8aP9}a8M}T_u58A;oyUwpVZY#E<9ck
zIj!r8m*6(KvQ}+Lrj@1jmf9>tLCX0{+B!KUe@$$mb@z9d4=G%HV5`^<70JS=@GSK-
zxd<;OljG`MJw8qD!dvB8zR;uo16|B!(2H-%L+WQv1*e}AAFO%#$|Gjp7jteH-Ybpf
zW_&yAf+6URF1;7=O`rI;Ja_%Cm<F#nB)hZi@3GLY;(7F2@K=T1J#=mnx&HT^yF@8Y
z?gv5&>0{zPE?FbcsFY#I1HBrXxOfu&$7pSkw2<AhDN|tXO>g^&0w&gX*nZ0pUj_|H
zIVCVlrHiTNK@3I7Aut)f9(=Mu(b~&3ZYv-{DFxm<PBF5b$Hf<>^HXNnPHXYxkN%(!
zVY07ljphreR0e3<s*flCA`uup9$NXzv>nyq^lIeDbJp$?yTR3<)?Um{!8Vqx1>M@s
zmE>UN2kN`@8*`Z(H^H+0)RC%Y@c3y_xGHr2+>XBf!;(kIiAeks*bp#TO{bV;v;D=k
zYKPT&J7_oYa>eH|y(^}UUhJBB^X@?4-Ccn`Q5_#LpkZI>HcB1sjvsZoMx~ud`go?1
z;VS|3ru_mH%shsP_pP}>aaT3i>qxyP3)rCV+3L2%Y<0{c7IP5V5jgZC9SvQY@xN=1
z69isql<JG;cmXCUaly0fu|SWC7D}B*fWV96Y$>RjLvc7usyU7hkAOfi8i-L<=|MWs
z)P<ply|GRF<~-Ma(~QyZk+O44rX{_`9bE-An0|OYL(7i(bCS`qvAoINif>T#KK4#`
zQ)T7TnX=}23;6yt$fZ0a<etK?^Wd7nJ{S_;%MoBeKkB$Ooc9fysl-65(14sTdu2U|
zQK{=LjyQz?n9Sm<v_+}mQH5)T=soSyLF{kOff)DWz=#9>&mJl;PXldBQi2#1tSnBk
zD1i!p)2ss%mhPbbqd>b0{QdZg@FS{p7w`Y3s88$))Rnl+z`y|D1)#piCx0sweF6eu
zp3FL*0}(pN86Q>T35n7I{Sre(;kpup=>Np`LB=J9ZnlZ1cMY;sf*WvJiZz~-xR_jr
ze1oF(v2W+;+51dfY_xwK9U*?}^HHar%KKMmG8F*9WS4#_^AN^<$9G!*0-0wxozr)i
zaOmBxhj6Gs^&w0MW@G$s_au7OoJdYVAmi~I$2-RC|G+Z`8pI#_#=ih?2Pp9}@iRW~
z`Gf}(Xdeh9DFs3u{$CZjZHON<0kWnI4oi}wV?ed@u)T)uYRL5k(ArF?A&md*%l~=R
z|Al9rUynXKsQS|=RG*BK|Bu?GUWIGV5EGI~j{5F8hNlGT^E1OAi<dLFhbkRopzbCx
zTEv$-RfB)Q6`a3U{)gC9BK<(RD23}obISi48~e}g^B)TYuqz+A2<nmxB$fN@5{%|=
z3;*4)wo(2;fNYObj+bN!{;~dFf9_hQ6$ENffkO&(>!Z%UgWDL+rYthza!OGc9B6B2
zs;c3zlOm_IGc+6fA6QQN&VAsFM3@%%yU9ZUnF4{T@c&&$p~fi8sjA&u`_9+D=pET7
f)KmCxwsw5mbwPBjlG0I+sz5>JjdZD`@u&X=S0PGm

literal 137599
zcmZ^~cQl*-|30qv-m7TLqPEr+)C^TMYPI%gslCOny`|KuSyXAYM%CWLR;u<UL2P1_
zRPepq*ZXsRfBpW*$;o|^ljpb|*JEDsdQTt}q%5R3I5-qqnra3(IJhw2b)T3Jc=8#}
z@e_Ev<!t~_!KoZ&+Xg=1J1FZY<KWc5$gnm9z-JN<&1c>?I7~EuU$=&MPn2+QZc4S(
zlntSld-(*WMp~@>7(Z7Uy_%Mmg*xATzx{)QI<uLBgU*A@HzEY``qUpv^_$ag&fC44
zpk0Z@WC;g(C`<r4PxkHMJIq+#J6RU@mG<5i|3iGNzosU!t!*(4J3A~X&|?vSKu|L>
z@*=(@b*OQrYVy#=^ITcymlp+c2?&tV(4<0tV+kJX{IIsRe#0r=9zb_~u%v2j&0%Y2
zr><f+!TIkOYFt`Dw7uLnG$2s8NmX9Wi(%vM?kl%n45h2Cbw}UlxtqYG`c~<>Gf%eG
z+SOGjLK?TIsK|-#-v9lW75H(-b;!jLXS4rdxOvley>^2;KHHLnA%r@^){mJ^_vC4k
zb9^E)jX{%N&4>a6163Xl(P+m1TX5Q`Y8>Rce{76OHI_0uCWdg{kL9%;)4^H+_t7GE
z<Qj<#HOvZ6S_mv|Gw-ziYcvtjo7lCy3>qIFccK&c-x4tAJSpIv-Q7f*en!_oL`*4P
zK{KAeB~C*jp5GYq0eu5z<`#4dcQKG9a@)Is1460u_}%?yt<6ua|Ku=DVu#8<o_UwI
zm>l2RIev0y=iutLepdZ@d5dUCiO3yVV4awAVl*=wTaqWTPsNOnowA^wt~-@reyr01
z(uoZveqMh?_F_1*?*uj0yTvUH%4-}L(5!hMWAgGQ!DC(~InUUaV5B;G6O73?;rzM^
zMzsD}6u7n;thBYYh5JzXZX42qKq8BuT9iuCa=g-kTO4fQgxl%qQL{+7yrwM`KrRb*
zUK5bjQWX-{CB@~df)84gdKO<?rrw)yum1LpJ~{SV*U9;LY;ElW%l2T5Hh>DQUjxZ^
z6JM`W+?9SW<O5bvSX*C@ViL71KZ6v%J{cGu)?UB60CTduKe)f+Fs5r_Vq){aMM>zp
z;lxk|URj1byPKPv)8SaTjGP>4u1RK=Q!{`qwc|r-L~29JC(AaLM;TvZP?nv-oNQsV
zreL|gwZdeFH<H>fv){do58=SW#r3%Q<NG*Qiei7hPBoEHI8;l{XN%+4zygz}?6I--
zkiN<F<y3{qY)6<9Aq7j+^jEWrGu7i%Dc5=Hqt!01F_}YC!+Y$EjOls(E+!LYx{%A?
z`%{0=wLibT(DvD%XBf^Dj{N%dEA?~ovJ3)le>tf97vJ6KB8Rbp?l!rw`&=%&c!cDg
z2TLu{oesAK$D+Oo-Tk|PeV&AV7Rk?K=!?l*cu7xeVa$Rk!sd`ZmVs55+j)AVy1JU0
z0=p7+lkBxIRAl(c;NoOVNga7!F<t_p;`AHJ6c+p?>wjP_o(4}=gmJyg&VC<selU<F
z%I-AvIa<V``MpV%rPEa!|JGvD1E=XP@eu@M39a{~q!>#Ygg!1VEr~l%f3fPToR!Lv
za!n{!Pb_v@YMyQOtth8X=Y9i$ff#1U==oo3B(sp5D<xi4f1RncV2vhapbfKX@zY7S
zJ0{ipYv)$FqzLpCAD3{6*JUr!A}6{r7<tcrI7glM<Js;^q7ibDqd+l)MNv`Fc5=%k
z5)yyGu>0w0S=8#9gs5rt!=!IV&Mhy0<ivZoCM=JRKB1Q()AkM3;!;~a!dkJivZgxR
zT&~>wthP}_3*=S_TQp0ISIUfq`L)=l4wO`2TdQA>6ezSnEfs?=Ugt`?ldfe5nurKJ
z|4vLvN!fihX05~qsrRkN)Y$cNd2f!C8-Haf00(dpd;m=T!!4)YlCRV-B@!OczEvu8
z(TDWeeTVMReEHr1YM7h{5^W{xw$d)FrUQ^qui${NS$&*__hO?bLb4v*ez5wAijMDz
zTBgvmYTI5?F!TsVJ%OIauQ%YT;tt=FJnC)d#l{-yVbvIN8rw7o_k&}HM;$)Z`(p(P
zX6f887VlU=j2rnso0e0gf$1*4fd-?m%hslcsjBVJjhJ+121I}(b_l)L<Xw!0-dwk3
zH~bdtd9{x0jwbs#HN|kk3hXxpKy2qiZXlk|k>iKvpu0P3kxb@CTdv70l5k?<<<<bt
z-+RwI_f5VDGR9&r$CPd!nwhb_<<n)nBgXg!OgacT4hm(wSXFRovgEgF2Lm@H0AUB<
zxo%Z#44yBid38GzAKhqs@`@8w_x(E@t7s|IO~Ecr-ytVN{%qvP@ivTYV;~hzPEO92
z6Q6xC?sJQ7+WkC-yfSdauwU<qMukb0h-Lh>lV9m~c1zRlF{;FMU_U(oE6u{1fxk|F
zCGWFE9eQ)+51gxNdSUa>KTv%_(xER*<N9SdIh3ecFwfIgvKGgx`hRa+;-kx%1MH#j
zWGcotJ1pr|G;TbY4D*G0S9Os6a3+Pk-`>U8hU)V!%%GVfn(bk!1z_2SSwD22i25s<
zg1w$&&e6zzuC|@U8zKH)?n8~E1^13MEarquXRzUW8bEkjJ6ZyuVWS>yTG+G}{&Lxo
zuNmKJJJV4dG#mGKm15`S3-H1C%DLs+4oaV}?hyYxWVDhM>2Bg1XzM-}T_-8(Rc_VM
z?#R)YdQ;Vz%rmxuVCc-F0{>|Yx%_=&uK0mL2y6-lFnE8w(y$j<MYurKv22t82@Sd0
z8ZRkSY#Z`gr-6V1?9l^N+oe!|g45hlPtjYdT!(k#o5!q?%tUlSd@c)~#EH{)x+5fs
z(!K>MU0K3u60J?aCw(bj`D!lvSZ5pCW9KZG_GUe4Vn-sakt(<b$v0M!$#z4CR4ego
zlU0qhUT*iL5_%YLa&(yY=HY+pf_FnYaDm179I2$OBlPnx3-8pkTPjovfY<@!nkdT}
zPK~aihXII9^W&j|8PUP*_5ib|p-ri;vh_qSa!$_tNGeW_wcc81U>1MH8Ke8yx;yyK
zQurN>_Qrr=+&kJCs^`7+)n~B&vx>5Do-kSR*<<{M3kD3T`w@YV{Zm@lCmN-peTDY8
zoS>;RC@jZWfd9(Kf8T6X<GxO>U6L)$=p}PXMb7Rkjh*A&pdQTN31}+5Uv$$!WiE8u
zqL{V!rejMnf9;f)3D(*THrl?Mj@G?xbiOlM$}R*7u=BqM0+7w)dXWTu9FC8MUY~*t
zhyTd$=yZ^<Qmv*4dMprB+gS>Ry5=LS{l*AbP4>GshYPCD;(DfrA^Lm}Wo+Fwr<=a1
zl;~s>njx4T#%?7l&|7kxc>A78a+V5L2qrGkV6WohZm})HLQX3z<zaTtZUo$ep-}%Z
zS!1dp18m6E_(BhLt*wTCxrRy1IwDI}@reqQex<BtpA?6To#l^;{p5ebZSC1pjJ!Z2
z<NbQgIMGF;Z33y{2@FH%Lpy#Q8>c0;UV+6oHmUh)Tu-up1gVvKUMg5$2Apgr&(7%I
z10Ak(h%#oCdl%w=L&>COr^BekTdO{Fw|yHycBsDdmi;ESsnh)*u)cG~Lxr>uXigG2
zLCL>2=`1zM0~*^?PtJQcZryxqL`&$K-nw)A(am66@`EFxq*dY9Y<3<SJD!s>0tt$&
z>^+&iB}XR;ZmAc+tNE|_Nc2%ui0iSw=%Q-3Cb-R9rY-<7r@Z@X#38J&FM0Xi`|m|D
z+sJty(~nv<COMmku8n+po8S%qG%<sQKQK*V{B*v{-ClLj)j7aC)}}(OUc5^uy;$DH
zZS&IoR?mVcHOuu2rKfn(X+j`Ot;-|yfM7Ic^<?KjpGvZk=j9^BOp$6?!7Oy{b`3{3
z-RIH$4jwRhS7>G93;U?cCyK<02En)axI4Qetu{aaPtc*uN88els`c<&n<KrMk~|JE
ztWo_MT;ONR(Qhp-niQkw&b-CKcA^KWAIi+;BAd@1w33xPNk~{YBv_zw-~Au}I$UlO
zWXvu1u6pFCiBqt^g80=-CgXj7?V0V9{5}j>mWR;|ujPe0w<WQrfOnY5qSS}`{@D5Z
ze5u+8+>;6>_c}KQx-WL7Dh$An0ODauRRd>QqqnpX<Ed(9kKXXxqoFBqJ6~E@@=Ml4
z8h8-T#laCVkIf;YZgI*|U-xN|pp^U1o_c4?YIKq|J*@2+*uYfk$)U|IEtP6XZg#u1
z0`HH7xL3QMI0I?<u==b-45lAG@_>{?bGp$YKUx0--Skb~t`&0_WgE#CzujhLq>8>z
zA?}DEAIX)5xCnv$uQjse2ss4OSUTvhc=R>9*Sb;%%S~H2rLr-2o<dt`&17X7a=#8~
zreRL8L#qA=3w!eTx({yc(cfudYdmb+5$4qnP{}pjd}XuM-?!o@sMO0@&TnFl;=~%2
z+M~iVoNYE~f})TLBwwp&nz#E=a3t#Z0aytCU^?h$xti8#jz76OBHZy?BD}R^6fhMf
zw}YIhox7i{uj`oNs6yhu+TEyaFSD+)Ge&BX$~SdvQ<P<O7y}oBX_*!RDLE_oth78N
z`f~V;;jX|;PxYt7YU=|RH2B9m8T>OrrdYr5Ut6^o%$68+P7z*mkgkZGUPex~=YYuB
zi-J|&ykp&al~0{vLZB-1Ca&I+zYzmXVG>x8L)l@Qxx~1fM3eftd_OVTl-q%Kk|l^O
z>i~mjZX>Fk4_F;?r84he#rFn<1T&C@oUl3;m@v7bo_EUegG{PG+SD*u6twkBfR<19
zj{4X~qxYZQk;zK<zNygD`Oe<P5PQ&zU?efp_C@Qdplj};8x7UL0;rFkh{m<2x^ayl
zwpAh}r7(Pae6HCm@p{Uy<P=|}WIV@`7x5FFL$7ZUhvu#_E%lt=g-F;J9a=Yh75%o&
z*cHK=-Z*>o;b1G2k%~s~clJstsaL&4^eS;^-R+!73of<-r@W~iw<a{IV=5lfUVtso
zrFJX#Oi7A3v{1l4<9Z<R%^q?faK~fQ6KeaM{@`sN8o5H6cA1N9{-q;B@@vK)R^mGf
zW^VprKpbD~PvT~H#i6*IYhZa#ze#t=mqF=i#L_)=qOcX&Cg}R^&H>%eknjWlBYz~@
zfW9-%V~b)mr(751Rv>dcmb$9Nbg_t8;?ZeLjWaQ#8|-ni^-^fo`E{qBI#KizZ=Wnl
zf`{SQy`F1qQ`AK%PFa?;x~}5!Kw^yHl{PMBF#n_V4J3PkgXp_JT~}$=Aq{$({rc7|
zVvi<RWG-Vdr1sZE;mdm?iosO+anTEHbdGNyNXNL;JY-IUq_AVo#VZAPV$Lbu&A-+J
z^x1CRR_JOu*C*EYx_WvMdcBd7@joBvag}4g4iN6ssNNE7^3lSj#2i`4Hx-6>5>88Z
z!oKfB^$EutFa3OVp~2?AD*Hyfu?r!t8v!LZrh(;Zf(dc@7&EsP-gA*k=f+JzMC?vd
z$xLg#7>71RBQ_@}Y<6y$%72Q7;HrSzdC`q$PtoO%S5d1oeT$81$GGti9rjpFh~6Fh
z_mwh*Uvzp;Yo?>Y5{z7=H!5@}Nr9B}I3DzQ3M<Or-KN7^>^oT|{9CRv$qeS=b#|Oy
z>s=fAA?|cV9#G(<+QFzZ4LwL$4JGd>oM0Xbw&mg<q3)IR^)%^5Bl-$&+@?Mo6+;(W
z18R@>Br!)RVOn5~m_N#4NMd>p^iRK8F~eU1ufubbscCzXv5=DZgbmq{8e%@q+ojpn
zkbWXHNDP_uUZIC}vcFFniD$Z%50w=a8ClnE5Z}0>yK>U(OC3ZimIqO+W!+|UL6b&p
z38fF9y}70Dqsx5r_2B)5T3qYnI6e~bjY$<nL^1cLq>JajzVpQ%z8LR%QB_uU9uK7t
zt!NUBI*#4v-pf~d+(4mH;L<CuJ_gbkud!E32<q;RSo83v`-~b&3Jfb$vzFO#HjUDh
zW>2`dhhTn$qN~kJY2;@tBAMwf*(!j-HDc~IQ^ArLuHkAtdB~%3Z<Xg-Hrn_4a<L_+
zflw$94b1;wktQ)lG0ciN0t>RSdEmNUHAT`_K!0n;F%HF>fRgI#Ihp1)#8}|@#(p7s
z^$My4j;9PDv%WAEjN(c;)~1>HN!*+b)qD07rIH@zD6`QMbRmD|Aw{ywg>yzg1l_j|
zLohoV(|^Ir{%W&iJhb(Y$h6v2JKm(GnoA#gzy<?5J*=<~k>Ki@ZF~Wdp!HGix7qdB
zBZ%*x;Q<Msj;ly3&Ht#2GCCqMZ}KBQi-HCxncWhX`DQ0Y`f6S6tZ29TdMm&M?8D+L
zU8S7g{p?M}W2L>YzC?FhgA}^neqI7}b`D|0QtREK?&Q$MG3`B&MK0WqFE8kra9rPp
zWQJ~0PxUqp11V%UQKr#dl#)#*jvJD^%Enent>YeP)8I|*Lz>m~i%i$XA4%-DKL^7r
z6G65^h!v~(fk<(ak}(xJx&56moQL_DX_We#Y7#H_S;%GeA;)D9E|o$_)SJL8>h|V~
z2W(1iSd9BrDx?&O^-|=oj5XlCn(k$sSYS{cl`FA6Ii>tKJxaMG<&B0b<*=Mk({|EZ
z>fwNL3*oXM+N~t<uOqi_@2#{j5m8xmU(JN`WXgyx3&8nF-j%(C)cCL5Vgo~o`$rd}
zf*ik4hjSLWuX&y0&u;)J>=LQ+c$KH!&8zICpk!*$SM4N!;?}|(Bz%sn@sNca78~<Z
zz7ev1qdZg*8Jn_NzD$$X?ndgsPD=*9|EOC~V1#u#OV?%vBvL^q7Pg);&}d34Xf>)E
zDrWkof(~XiG^V%n7`oK<`rt+Fds7&N2UXFNxNniv7lf$I>1d6E=d*5zi0oO%DEvTV
zJH|Kfesk=5f6^`<IY~};YhOR5-v>%@s*sfKJUNL&yOOOyv0#e>#3GukI&@RLUiCbR
zuxn{eN`y^@EQm=-9Cv69Be&c)S6gOt)lEfXlUJ{c9QFuYT3UJ=2MG!as&VA+J>>;U
zhqqJJy#FM1Jhg=r!Ze-IMNDZ7mM-F1#08U&3$_pro#rK$g?Hx0@|E|zr-pHI*a%0t
zOK`P<kWtIZdn+A<zk={6LyLGUxoHrGq`SLiHLoyY=~F*dN))|oZZ5?06y0&N-g`tv
zmy7DYXl-H>wQ3jopHsb;&`+;L4RaVhpsD)mtP6&*j&XUOcv6$I6LhWGP$v~cb&bR?
z%J#1Y-bX`amBGK~PVpOpxodp&t?bA7V~kZ%w(!%t%=bMxW1c)qTBAeRb$?Tp!7x{I
zhE4WG>+yk_Qc;9lGBTzTv{qc%)ZEhUmeyI+ushMvqy+M-Eut6G3)cSG`R1{pDN<#@
zEMCcKxu4^eF`U}Jku~h1Q2-vCi6!d1N?xH99Sz0Vzo918Mk7kmsHm^db;j4kwC{>6
z{Y)n<I6-(SS`ulq#6Ds@$J+|}B4$t4e~oJt1Y>^sbq6vlo<5WyskWy5IEefjg&ZIl
z468^1yUl;sip!tez$3}@SB83o$_nh-YgF8orlvVaM0%TXI;8BFx*~*(EoxgHTIuew
zJ;#5+QrEAv@Y}}Y%J%244^WgqWD2)&=e)3HYaqpO7)4~r@OZly<@!LWPC#j7Fu`Z*
z#m%=KP&%z^q8`ks=XXA|Od7nzs`}2yNuhYTp8C#s)O8KNwJOCi{8Pt`S`Fafr#bWR
z1KH`PFgokr2a5sv99E$94@Zd&%)}x6#I3Lo*kix$ISQm+i@mbr=7{<WBb+n&<j&By
zS++%^3!>|MN^C*{FgDp^Bfrw>yE}0g9o+?=bc!;nIDaprRmo$uLjN>9w=-;7(f_`*
z(uiV;HT_oeQ<|#U&GZ5N!8cm><$Ifh?PrZJJng>sem39Og@;<e&E*q8jHA!n)%bm#
zzy~1pT&_|v`(&EsRGdU|ul|j?kkrHT2<FBK+O=_>N2*sg%{IhC^i}aX^|yF-mh~5>
z`g13CH#alY!1Hr+@d1T}+M-I*w-l)~!A_iE`y$ov|KP>ZRkZ}P+do$0DA*NM)jF;P
z`BLZi;EWNGqGenXqvL{Pe7V^6MQk>Xq<;RW5UwX1`f72j?W0I!v^Rcnh^u&o9fkeP
zzBINH&HBxLCMxp@$k0iK<z?t34GD(dc&cjyy8Y|!f1IAIsSMT#<N8G#z@Ul{e;x<1
z6q~S~)-esj`wi+8_9v*XWT!8QD2(gBfT#8=f{!&3o(pNA1DQ=CFIR}+3Ra!-8wy_n
z&g#91MHYg(R$tM7;eTA`$!S0fYwgw4(|hB1(XK|#34hyw=a*7>7ml3kUye&6);f)}
zlI`%6=vf3A=@(n-VrxSM{ajWeGU((uVSZYVWiD~qxl}!ZP}KGxq3fS!@h7reyJG4D
z#odEN(+Bcd_p>Y?T0<qefh=QMFRs6uzm*IcUNRxiX|+a}-Q>ySw?CVrv&&c#!eC*@
z-b7P{YfBBHRrA#1yrzeUJiazF0=q3X>c{nqZs3(EW&dK|J0}f-7-@V=+xNV_-JwR<
z>OxthqpxGg7C?Sje6MnHi}0e+PW#aOB3bQO^yZbA-7@JHvj)aQ-cuFNM-DL8`nZ&Y
z2vkW0^NGV<L&r(>ih8&H6xZAu7Z>gI$;!B}$|f!;5&F^J{ZUZ1njfS^p5cv+AB4Ra
zU&Y}~7sMry_P4wdyHJpetu(6BZ#wjYMydCVALCC~nI|#aeChh*dt>c%{ycs2izC?f
z4v0vdbLXq55S5Pll*-1qb05pzavRx#R8`jiV}}0c18U|LJxDlyKkE4DJvqZ(yL>s{
zb{CWGu?Aw2pjZbJ<D$Ujk@A~{TU>VB+rc;odD(F)?@nw6G`yqw-gK6Dk)5?CZnQab
z1r4hog)&7SS?ey&-X|?3P47HXm#+z$p>$blB#g{u&=^#5=$z)J=LDUL)fr0}ZnqFt
zalIxUgItuE5ZI3oCXy;-t-TP7KUpm^U8?0JH3r?f?BtJX)0vBrX&dZC?k_a-N=e`Q
zn1w~4`U-pP9=JMYIY+t993bkG350}%Y+k*JuU%kTt0Gh{DtgM`O|`%!#7isU|EcE<
z2Pj}&ymNyw)355a3xSi}@h?f!20sep$E>dnnre$Nv)s_DX}ms2gU!K*1OB3-_~&;t
z?0RD;X6sS7Y}g*^9F^vD^yZ@jpl9;GWETyDH4wzOd0am|2d4ujr?<qmq9Aa>y>pU*
z=cpJS@+eB4_T7xI7WkNd9!zGM1~p6qGb$hcfLXILCzf0?7MU6gOXR-9IpJ8<=kU1E
z;qen@i|t$DwXSew+cUQV0-0#L{UHPz`EnE}{!B(r^im9D5%Z`;9-gtuLsFq5Gc*pM
z0B$bq5=1E?@~E%(Rwl2B^(OsmDjUn{2U6V|7EkpBtUwZGHl*;VZokWi_JbL$SJJt>
zqjrgB?a|x9C#ofT9<$I`j$i$hWGyvN^JE;_w{8uTt78Up`i<j`c|SWy@Ipe&TcB(c
zIjCrj0>WA6D?-oIL+W&uK$(<9=Hr#m2v0o8>P5YeyzCM8LJFuv-m7|2tbbl%3L49O
zcr$NgF56CG;k>E3$)#Yudd*0~>ArT;M`8BINm;c;qVKRq#a=}YX=$l^nG>Mr7*$~U
z?f`j;qtVA(?N7<2jG~lR#mk#hWDIz~&|jW!99Jx#zn_vYGu_khoQpo4DKqe**5`@D
zGbo8Wx2@LEMVCENY+Y23mdyRns;Z3SpS6Uhkl-k}CHP3auipNcXQR&y(b_oYQAh~Y
z$^5$7@9wYF&kqTc$WJ}5hF*MOU1sZWwpUq+)ICyEDRp_<g~}*K9<BAn`x&+P?HkT!
zAXr4JNrPX6lYC9!_Mft8WM_mC-;|jy)UkbIa7{ppmK-T2EfP&cY9i2u?Y^nIV|R}z
z<Gam>@W@@wao!Er^%Z#AQ*m9R&|^Oz(Pz<S`|pr!R8c+o@d*Yt`qMLzivN4UdrQBB
zC6H<>mc=(`?P$WIH6)NRY)T|1lkAj+ks-7AN-WRP#AHSn&MnIF$0cxEu|xX2rurS_
zx2??X*Y~umJq}!eW&-3(BWR+Gjz!8TI{btZ@hObISOss*ajfJA4@kNeO5W3>t*tNX
z?B;WYipf47f?(yPcLt_<-2<F#-fpleM&dXqV2e@<qZ;apvB+X{%CWqdo=&UbYQh0f
zxc@)!>w}H?(540O5~cWl6CRwW-Oo5dx`lJm0?$HKzkZsrK@ghC@%gjjk<r3tgepru
zrBFT}lZ@_NfSNadj-8)7DM5X_tmdt848FY8=l3baT(0hD2J4#LWGnwsC@-=ZBdPy!
z!hkJ|ayCs#>*_j=pf|P`nPv|Ze{%`&@#A6+wehLJUg*)M_dxQir>eS9v26^Y#9`&B
zflQ#JncpvEntky$Q?{dM=L7WWLS5;{tZ4VApK%r77o64K8ZauS&t$&9rBPn@r&htW
zv_4#y`Z+Ss#%F=m0?*rp8-Qcfk!$aI%QGQ(M$Nhm6o*Og9-z-hI?(6oXyymL1eHs^
z%KW`|#iCC=u#G^y!K~ipof_ch<{VCx%}X?-ezF_q2CjzrxPNqMdedQTL(l)F@MkIX
zhA?>qBkq`$pFOsP+DOo8lT0l$rec0N*Z+o?l$;A4cq24FB@ne3`8!@+lan50Qg7mE
zJtOyccZIO@yH`o@TSESlXCS-td9LFSnLJH!{R_^TUN(1S+wtAoQpsQ9*)lG>u)fUQ
zi!S0Ns;}rBrSK@jQ=x)z+zfR`;>AMCuE|V*>^0o;+Eq6g7{VLEZ+Qe&!j{z~^cpRh
z9v5~H*E)=Lj&wMz9d5rB^XgXn(sZiUN~?R%>Y~-ahfU6hKOXux!-C*Q6gGnC@>#O_
zIb=b8QWb#sv9#o<&%@+&K1bQW542vS;;b41m%0)Zfr8Kv1M%an7ftNK!!IM;O1exX
z3ioUX7kVC#<cSk-_l<Pvm+%qC2PDRtn3TM{J~j<p<J^Pks`c(Dc>dXZc3NpfsG1_v
znX2|I8GN^Ta=kA5@S+Lo9ca}Nn$HiyOrgJ;HK@scgtC{tJvceztywk{KW@C*!JAD?
zg%C(J9IkdD9X!yav|~@L^>EnsQ}koQdrM?h5Liz;9clYfW2yyV3u=Ztp9jKdr>d$(
zVvOstTMg6XG>58MJ_ip&C@fB&`B7Y>Q;C0<IXty!rPb@pjV}IQ`Q!r!s6>(GRs0*x
z@4<JXy_sO|J@qZVn_A~_fRx%|As}~C))Kp>M_V<EER4$N#xG%v!rGIas}?Yu4I<Ny
z>(|a7W0<AC3zIr+bHsjRBpIZ2{24|gl^eTOA0#wlkfdvvfJilo|8sf52qs0J%R<d)
z81>v03T<Kyz=}r?O&vXo*_D+Qp|$}yZ53G$3ldz#lHmiBpC)QvAlW4NjTpb0<gTg0
z7u3*=>2M?wE$sRhj|%P`PwV+Yp6;C0>{@oN<!a~`5qL?MBmF_4W!&fHXFomLD3%E?
z;%GQRqqnyADbAUmK=-#P!f4fREt-CYo00UVvWESQget8%ER)hhMA+e(0_lEAWAfRT
z5X*HTQ=*cWKl+pI(TTr0wtrl3pJJknO7)I~Yr0bl4otNeJ$flAl?D|u?O=LruEpI^
ziseS%fu56Je|bh75PRpLy_(owm5X}TP&2=I#e<JySF95sb^1T&pNz{uZYRy#MaDIX
z$t+LPAv`Z$KEMx&gUcW99=ua8udGPa4}`6~Y^U%gV}N%qN!i+HKEx?Kv*5>?kJMB<
z7|{#N<FKAtaov|ARlW{Q&%|j|Y>TlZkkqsL$pS``^s>TcxO8Qe6wED=8Hw^(8Kt)y
z(X^wYrCX~6vY!#+zJ8^%pJPtom)D#UBUO=dc$s!6MEgKit&Fb_n3~~Hz4FGOTZF<s
z9UMsuZA*@d#VAUM=H9*w+13YR)fX)WL5pq6ox{B}qi&YO&`Zh!s!BV}A9;?7+EgtX
zl4^A#6-W2G>C6JBAD)4RJ)jm!^!G4K<oS5i$0<G9vdejvOiWoki1F!Z<1dESE`fu7
z!L0|jmUO~3^Yc+eBrA}FC9;bQe?$5(E-_r2!;5E#(?7`4Z#@qYXp1lGm0!1#9?P;=
z$DTQ>Jtca)u9P^pOO|R@D@N#EtNwUTzV-V`N+1j7r$5H`A|&qN8}^M8reT%w8ryOH
z|FT;OAdqk20WsJLzYx;oXIb>^{Fr}PJ=IC^QiNU8@Uy2jDygv9?y}&)?2B~*Z<r~w
zf=74e5~_Oa7yG7L&AJGSF{pFj1T@=t#<BTz1r}{4vId`^sy^op%jZ%$Ghv{uHC6$G
zbY0d1+*qn;&rVM0l83X7xZ#R0kZw)L2Lo_3w?vd$#w=bM9GRQ-GxwTE;=WPmo**Um
zS5gX<M{_;y-D8w$h2$m=V`MaR<a0g~Uj4HKVJ8IAj%M>^{HGs@T+SF9v6J9Lu_`lC
z^sFZXR)uTTz8>#Kf&(O8d1198n23!X4`oIqR@{%zCKZ@q4I(H#^)Oe8SIS4-U+;LE
z2m#&G7H3yOYE!uAaeyo=qlRR^6<r_o5N{rBEA|%0QpLrec87OKzA-A3n!eq{c`TeU
zWtB5v)gVu9)dsmR8{(#=x#j<)#PtX6&pUq9`dyT!52_h6AiiH3&KR|DxjYX?*yzX1
zaqWK3bAUzgMcwbgkw1TYBu*lOP-Bq0E;0AMJ}P>=8-L+oAWvUDNfncFi|3&!j{dtw
z#jcch`}&_BhX{3GO)uEknN(kl2Hg<!45Ot!N{*&1p8e^W-9XkWaz2U4R`Mf$xhDa^
z@g-NxDtt7aY7YK5Un%20NM&V3w0B33wdsUGwJza>UhA9?7)_=sM)KIkKYf{lN?wQw
z;VBM|=%G2<y8mZ-T>YcQ#1V&>6zA_r5@;oC`-;eBNsILYeVuS{Uh~pXc)jYJPtHg%
zarwrSL*maJA*oZf8nDs$hX962_BNt}E*fH9nxXnHQkD2+GjnsY@zC!zoLwNs-vO6J
zs7(rguqJrN*gdgA6iE%*BeNP^us>1=4-bWUnu#CF_`JOxq0}0EwcW&@tHpF>y!>#L
zDDd-gKPT@19^|8BOpF`Fm%5|w%W52%*+UK0<i)MpU&J)&-0Zf+y^bF{+=n&>Iu>i>
z{15W}V{wfS{Gg7gCTH*-9!}8M`RUDoZl$2Oe*l%dmjmiH(E|u=M3ol(uN!xC92ZHC
zn!nHW6OJPe;zr$$dN*+~qoxAdN9abGchGgC;`a9TLJ8}g)tD4@!#4|dF07Um9jI4{
zZ_gL0k44^KIiweH0%Q^Ec~S!fC0rlf!LRA~QV^>#(Oa6fTHJ3L=PMiNxs#2}{;WwS
zKn^~K*$!rM%XqpdO^<FT(moFux7#qfXs75mlNKD=HehI)|Js?ms)r9<>ZwP&rkYjY
z6AI5pBLibSJP!RHZ|O0<BlU|~7G{cmqr<6?_vCLC(g@w?wj?KRkZGV8M_2%f3}&l#
zhT7TxFr@Xa>QGVBe4ik%u8LI)BN@6XAkgVM>=W#ep8fTJ=y-C6G^9)>is0#WYTQwS
zQuy?gPpZRDMKwY>+u<#ZfwWHoj39+@yI3ll!<dfo)^y4ZlY5V6Rl9i(?pV&UX*dg8
zkS{xu-^_~9`taCC1Y5U;a*#TV#^45!m7Fcw9g%a^z_|mj-Nek5ZuNRQJ#6T*c2V%7
z<xAnO_n!+}B^P3Edh-w+fgVle&leSCp|XsM4D9#3_{k~6zC=Ffn_$;n6a+nw#u_H1
ztRuwF{CeGF+C!mG-*8jcFX)cet=fr4Lh!ZS?t_b|s!LZPOa-r(gcVN1YwFfB-|kP6
zs`^|lA~`UN__zHjt3R(5Oz(dnx$jVsz<^@skO4>G7co8dd!p90$1+g5z#If>11^`{
zGRIXtpN(Z8y^ifAs9xQ}o|#19EaC}C**P$*@pE$WF&9X-@?VW+`QUf<lpbAE1vY+I
zlormdB<-|Fgn!Z9WlZH-K0@Rwrm=cS3{?>CZ>8LLZ&9xJ(p8DS-eSJNOW-r(2<)Y*
z)T&LVeCyqD%pbJmsbD6>i}|GfN+ch@?y1L*b<WlmgR%%jw!xpqQ2C(WU;YQ_U@p+%
z8>oa4_piyW0|TVgcz*4l8$SOmsDk8?vrhxi)7CvbN29gwkR;o^-?iIgeoFO@)W7dj
zP$hyvz>3MXdyHtzWz^0#c4(mDEk)CJAH8NLi_@(Yx;ipOE`47dP}iY{b3gU^kGDj1
zEDdT?1_7xLOhncNjoI#ebc<|zOQo_**mF}S$@u$oBG$sVOP(VeZh+GYT7iFCYtt_^
z^*ffA{_c%ZuL*3cwj5&v6}5Ih(`hwYy*P0PhTCX+k@I!Vy_(Ow8XiUQzwf)LThcoH
z^o|O%dz}nX<|O`b!oK8LvX>}5+8|zAL+LfW7x|!pttQCh7QO2vYs?dIViJQ3q(d0#
zom~diwY5tvpVl7L$SdZlkKYII?%cVP{&@noEznoxtefDc_nIg44TsNng@_bPqRqN7
z-GzFro+8nzg(H1LUe$XOeF}TwNgVl+MH<G>%mlwrT4E*hoj7Xy+y{WEKGO9uLG1MS
zbVR+e#fXASa%Z+4ev@KXR|ZnQ!`x=e5pAp>$8WwtmGnFmw@PO0?FaPJ^kQUZIGz?9
zIWwD~;)Cf%Hi`2}k5c6)D0uuXAc_EPGir%vJ?wSv9b<Aw;-&h;wH<BG5|0q@UXA~;
zo`g^qdyc)coLqojqpkMHvLB7;)iUQm;UPs7D@o0hjN@YK{o7DBmY9d6W0!Rbn+*ea
zKMe9cX6KXTK(`W(6!FSt1_$o}bo=caEkl&tIq9qvc1<1O8G3@{H!pio*&3(p_+GAo
zWGuCVip}kgdKs>|xNWU?MgVi^UFtDmn2po<&d<ql#uphadIUaf--$KGu$o(##Gnwc
z<=RlpTDiG^(zlmm1YfZXVi)Wo_-gIZg*iv*HeUUY5+K0nr<S}T1MC(LD4&~z*5h`8
zW_A-l99isoqXMQaE;<jUsL&3oflhcX25rRSghg}EUHnNM2qKzkF#!tkLL>PNIA$s4
z5pQ8cZZ0cv!a<@4Ozy+hZ;G(w1;6frKFTsbk=`#&WYumc8ZbIu!;u;TS-S{qj~X9r
zoAp?vUv5u`5$CuNjtE)u3|R>tdDlQpmQ~paLZaeG!-$ktK6o0%%Ap6ifo}OqYrsi-
z5J5uU&6EZA-h4GNtLTcl$9omAFvRFEUVWCI_4quVSlAYRE*Wc0z|B4I+3L)8URdan
zZ*yWvkhBdFV>W4hQXCCb%2Cz9<6t4vMq)GF-0r1a1`$`Qh<&~@^v(}6sNCGzY@be}
zHHNLd3rjjlK?ytT9{o+KVKSjo>XwK;b(PqlC=EXuouQFF^RwG1E;VfrCSeqQ9@U%3
zG=8XJ`#{7@iS9bC>EmIrjejT~<5;fhnkbx+bVZ(@%^gpZJS?s61HU>E%<*#q#PVVB
zXvm{#rR!z4#*izVY4!(EySW^xR-b3CTJx;EUb6eryLC^*;@@9U4LHwK%RZaa$<~qj
z?ufqcBKsooeViUAwd}R6&lpm+l5IZzYySwptG%|NvEp(;bxSjuGgV&Cg9aS0LWw6k
znp$A5yG5fRT=X;2^kF?cyEU&4#lc=dmvcwKgPBWg`<{8jixI;KR{L-D%2G^L$sT;M
zXeT~FiFT&_;5+)sO>M)ed=&E5L)2Gj`Hu{8eq1M8GS|gvN+Yk<x4Y$G21?@gkXJfF
zADG<yl`<CBUx@c0s~nhx5{ieeYZRzYm?%@Y|7;Nh+O}M;;R$lmp~{?bNeMJnqTJok
z4<qb{TwL3S4U+=_J)&<apU%2RMpCoTL^FFa-5%vuSw1rUgG9!zQeV?s>(O>#>K0m#
z9M_}|-!fl|tRfYxUbAXl>i})~(14(zFoY$8)eT3Kx*k|nvo)Z?zsL42KM$^WD%fB>
zvC}{A<)aSRqvl{dINur93IT7_Hr~yuo_e562Q-)c1}93-w6#bMl?AinP~ql25>dX8
znPatn342~{Q6)8G=oS-}qNJu*t`tm*RCz(qlEQy1Dj>jFMY}dN9m+oO@S5Oh9$gRB
z28}?eQekW~QOA%G1FX(zik3`svgt;syRw^RP^wr2s}@9Tti`8XEFdFcFstX|L*J`3
z=Nkjxlpj5*=Aca;@>Vodq(LM;yteQERKr=%4uSOZAX3j?*{7C{hS16s_HYf3s=l39
zCFLImM-5?<6I}lgww5|*>l^FaJE-vRH9&S;JOk})2Q26@G+WyBnIp-hLtbF-&7}X&
z6$L03$Frnn+Hj&Bi!{Jq++(<#W=F>cVV3b(Sy{LnP4)+LV?li0S>$!7j8M8l^GotY
z&13hI%^!5V$Q(&$II+tP_K|D>`x^9<d|~?fHUC6Oj_BtZ*&o>9;{NSQl1y^<*p#K~
z?raLws<KLtXj2f^_!tk5Z^^@rKYTL=G0{Y@KA>(a3gCl)XJ@f2Ml`zWI&cS3bud5k
z@qA-AOAF5JUe}WtGudR)KNFROeW#z6Jv}!6%xRH-)u%>GG33wp|Lq3oo%ho9+Tqh+
z=%|aRVFxvZaS*rlrf~h4_t*q%5IS3YwGkM}@9deNTMoTNe6-=cv-FX#kPg;SY~dMb
z)e0>#24C-OXZ(lWOnXEP=^pMaJ0@C~5?K|u%_ze25`rG^o`7bQ^O3x{Aq5Vi>NC{5
zEwBz6a=5mJj=v-)BVh=o81hC2x3)#a8SaYY+jPMrf`O4-U>8baz)<L3^_7f_4A0!>
z{>4ReAr=GFwS)4r6h7U8|Jh6&eJ^q>!T>B{NCO-CYcOF1zyNB)v)Y&O2v1;C!uG?+
z($W>(dD>V{cO(SqcetGIXd>x6O;439cdjI#w~QJq<fDPTeEHJ0CLVY~mM6m42TTh;
z{P_4?6m*?CK%F0$sZN_b8FY4*zqaQftDR9I;;rNXDJb3vSchL_slBC#y#i|JyzBv3
zqy0zuPzgy%1_avS39!}mRLHVWp3>Z46*A!TuZi<~LeZg3YgE+NMJ*Yp!(X?1U+6}L
zYxB4@_geqn<Srh!6ELY1Vj;RVuDbZX5QgKnifORviHXNlyUg9!AGj$E))a)JIJKZI
zEA0y6N`gk8(=R9-eb2EY9)avip+XucnXk{j*@vg5re=#?)Rtwbe<&y@&}8ap-%LJv
zM(^Fm_ir;@XS_WVxY5vcLeGIWoLdhZnL!-{Zb9l;iP-=MB1Ko?cfPb*Nel(tSh7ST
znU?e&gzZ}Ji2wG@lLGMVFf5vA{`;%Q5(q2-_j-;Aj3t&)dM0Dh3e_j}s;@}phFpL1
z>)qZE9r4-vshnil;JyO#KU`*Dhyjk54vZTA`BQI%Xfq%Wd_0g*_*dy+K($Na#uOmU
zdfh=N9Y+NMcP3_~5GSYfw8U){CcGJ7Zbg&9OJb?e>w|PPbDoBV>83)*RuLw~C+G3(
z28u`gw9+}YVXBgDcdcSh-kuY$W3i&M47#4s-+S*gcL9MwZ~0l(8%q($fv~r%mqkA!
z_1{RfTACc7hJZsLP$pV8LEy4AB5r#6FK4q0X`N`)uo<z<@EayQ1*p*{Iq9^?9u?Iy
zJ=CU2xFFFK^6K*3Y3VA7e>iml&hY;49@;5ENsqWdP12*Pso<ga2ZaA=SZD{snCcLz
zx<>@Q(!eb9zlYZ?n&`iv`uj;s@?Qb^-*bcHe|Gs7CTWJ;|B4lVzr-{3|MT@9{tU3z
zd+yIct#eh)9>2(@C}JiMtH~`>(I;)Ir@`B+GD9g*f7ixCdv`?#ED%i_#(fS<vCaZ&
zA?co#SM_yu427&n?f}#6@Z&_*JSDc@0DX9_brYc5kX7M_Ye92V*Ev+|L%LVNx~4M6
z4fm=nT4De#&e}jKccBLYPJ+JOeklCwuXuth)!w{45o(X_S|M0&_7!B2c1y~W^;S_;
zMdl9XND2Zom9c;jpnGECDY2OE+D8VV@6gFpKsb>tZb!H?{WTHLLa3OSFky~2E(I<M
zRH8}aFKVr@ORqM{@TQ{kEvv21j*nFUFusxXez^|(Kgry;7j$R^zdh4tRMo#trWMBe
zFu{ZjW>0{mMfK^^r*TTIuCD2#R@b@wCY5>Al6zESdH0@v<hXzTz6IoP)}4rm2oN(V
z>UTQ5dPTyS4GbZmE23_y5_Tl-=7p9jSv31}0fYJNEf4K#cGlLyStOl!`tHgKaZ#}=
zVwaG-|89^6nO2ENB_Jge)z;P)pYMzK@FZVuw%#=t>Kn8%#DKo6+ncK;0;;-<*EQ5F
zKHCP(By3Oc94KM5UeLK(2gpi$2q3Cr1iF{3Kv(7uzG78ty*Fx9x6*yN^){eVc?hT(
zq6&pxW6TiX=1(G&+qcRRA+Ake8Ooi348g2yt~Zteg8x>sj^eiH<tBstb^usUC24)|
zEua3@)j}k}t4{`{M;$j;R3U#(X;72BYb)Jc!&6g6Nq*PA7u<mvccS3nU^OUK&T=q|
z(x^d*_F3cA*^CvJmCPORx53zEnGZyt7+`=OSdp~+55V`OwnacaJw4*De(`W>JjxOg
zRwEljBb~wXn_F9P3k~i_K(cYq*4<rnll2&vj?pSu>1OGxne>|b)t|HIPMeOYUgS#m
znzsy=<$Sd(l1r$R*sziVb$W!L^>cP}qa-6EtC5MbqNp`1W%a9~Pjwj0qq#n2(_`!j
zE+<p^s^9l+_#MjKi*2$Ck;?SrsO!A^MEf7i2g4HoLg2VB={7f96F^8bwZ7%a*;()R
zR}=6pCecO5+3KQ;4Ry(+WAjKt3i#qf#+SiIZLJ2406}$IwU45HX@heBm6C_)dcH!C
zF<kkb65C4;k7{W04^Mkev#-x3Z}oQo#d=%G2Po%bS9fx9a$5EIAGy-e9YfB573uY1
zwkOI8^G^o64Ka1{RZb|VAeC>Z_CH(4xF4zZa>It|T;`7H#)~OKH(c%Qc@AzY5vf;p
zk9Bm^Wj-VH1M(rd0hA?P;&0?gnM9KAYG(%DuhKUH3ru`$&CK*zKI*c~R~HbqM2rI`
zN0dka9z<3|nb<TqO_4ru7=`~T)%Lu`V&GHzukvU9yRA^lUys4OOmx_=QYf3GQ#v*G
zXGCh%$rclANGD&80TAJI0SXXt`vK~jG|c%*800OlPBj#5i@iEuu{8sQ3XcGZL^-*x
zB;~8<nwlD7pmEjYjZ$N~0LO0c?IqdvCdBVzNwb-zkJ!fk3XJrPEICJKWORm1I)_>f
z7+^6mF^C+e##gsud#eTl(mhYN#>>r{zRm8$^;|tCrRV1ug2>{25dr_>K%Ne%S6rYB
z@2$x@LY93gcLd=??zKI!$BONJRbEC^1$+axNhVw;j#)cJ^s(6C)Q#x-d!iiz#swyS
zuIhphs%vU!){eHgVD0Fl)<b}F5IH-+nj2l)^1eItkJ9-$>-TNKzciO|lWDYP0oJ0W
zn0^g#5nF)eD?t9JZb~kC-{AU6_{dQ_QD5<wZPfGsU^Uj$!3YzY1teP09tc+p!!?SJ
z=Z7mWAbBAk?<(;KE?*u~Nw~5$HAN$CmqN|IJEnS6`IOLGV5K3M4I?&T&%j>6nAXoL
zpTe)!g95rp$&^DvLjLM&I>P`k-2r4@G;7t+by4_HQEOq<iR7|(8iZ|5X)1C8UQ)3;
z{j~@1H+0B>gA0cHE5nG?9)#+)`}0m4&o00pKZ`1ff+)+5eKx7Oo}*ZJ@M0+Hd7V={
z!zLio)bdJhU@;J}Hejm%k0Pz!hTR1{!>NI;Vgg%}DH1tA;m9`XjOub*n(l}a;41Ht
z^88MOh+%3&)DszXxIk}Pj1sskle(|3S<wUM9^C;e16=9}ar!EZRiF8#?>e9d3YiW2
z;*lfW?+6&JP|&d)N$ud!@u4A7KqSaz8SJ5mE+Wr5G-{_r1>4np4!l|^9vK5zm6s+C
zfHu9i#Nkp4AHHBmpRuKOidPr;0=|0<9P_2M57!5vMy^q|%x0PYJSFDrV&*T?hOs}p
zCvb5llqhD&(|xqLD#VX@Uiv5_YW5<}YDEAPAU@QP0D1Djof{sC7PMgW{#;GG>AVBy
zzBzXMurt8cf@D|+-yb4-0hP#raL9%XT{6?r(XAEqtkOI#?EpY}wm0`cytzDyDfU6o
zZx>D|9v)uravBgZK5i{wdqU*yG>Yj-bgg$^DKO1^3<wy}0Lmni8~!`rB%Pc%2uRXS
zyo<{jFhkoL6;KFLzY33t@;wldA_6l6j11^mtOP*;Hv`vKmt<iW`SF!M(Tt_gFM350
zM~O^rN48lMtU$w2qiHp^*YLP%j-NnqEP7q1BVd;msP?Q`l9Uw^NU=Za8U&K0MWLPa
znGE1=WY}eN0PWl3B)mk#-*{2<^r)DrKy<#=LANHsVw+bMY&&AcOL0feka!J{qsDh+
z%mnDuRl#4{V1>Ia{s(eM4xoC<7_4$OqGI&ziKSwi2{=?$oW%5g-~qkuSHA}eSiW;P
z905D$!ZP0KIX_xd05QA}hj%B8d7G!J=*oTrv`oDw$1*igL=PY$P2xR9G4;dPVSfAb
z@j(}spgSR$<5G{|^XiqMEABapv4(YSNzAqEtW~J`C~m=U<duWz<gq4qm8pqa<+bF|
zZZP8j;A-jfaW(=#7B6Y?7(KK8K_Lyj_FM4>oE!H3o^*>bXm2czh8yl%z<N;{*{g*{
z^hQI?+k*qT=X9wULmuf5nVpq`tZL)9fhqS?$tQ1jiv9#XYbs6I={jg@Ym2t}Omt}1
z<hTFalO2Y=Yo*}k;E=Ud<y8pTD59^lA}h-$;6jmH{`ku&ID%A+HQ==Dd7~L2#tgFP
z*{}klPpy5SK6|tJF8QaD7?J-uVxAwp+@iQPFhIU}7fu7K^gUR7W{#Sg#=cWlETqK>
zZ~PU0QhdhviYE@PyFm+;E$@6i&FZBX6I^$0ouUd0lB+9uv!ekD_?~|5zMk3)q$r8e
zoNSb$;I$45bMqraFWIdzL9o|4F(5YNG0v;?u=DI&Kvv6Nw{pQ6kFT)3w+pxjX6D?N
z`yf+R?R}_#C$>(<O0wo4Fz#@W&bN-F`#R>GL;AXkGD4yIV`Ta1Zd3X|x(yE~FrUt|
z0$Y6pg1mS)Xfy6u@;cH?{r}>tNC^fQHYXjjeQ^UG8Yr=9^@xJBr*lOrNe@(cJdH59
z`Q~ANj(wDlT14k*___snQnnz~*|1@hhk(v8s;;h%`u+|gkIff|ziBWTG97*|Q{iN)
zGHmUmRRciulkj_gflLOR!e=FF^qF4HcZcU-%^AD!QHQmrNy=(wdYZAsC%8aAg;L<^
zh4_fe{P*n&CY*c25mpry?UgTWenjL`P2Jy!j6Oi&^N>L{*mQrJNwOXA@ShYy*aK`R
z$y^oFZT^o-G`)eu^c>p4Vnowj{qWJgvjO9SJ<FxKb)IwSuxqR>TvvAJ_uaHaNT}-%
zv)SNRY9b2y?aS9W`ryzPBPFFk4g@Jy5;6`b)KQ#V>VZ7MO;bk!@of~Vh@DZ;D%dV^
zt@r+;^E`iSDMzVJc?|b|$e7^-kl{{VX>Rd@%*xdI2t|OAR<JG_ihx;NeZxVxi=PyU
zwD0HvVSRJ93D1ejofIY5>*E<i=qPU(k(|P6>XYk@fC4sN*ssw2dIfXBJi<|j-;ryr
ztHEnt>yf=aUg<=Mt|_rz@GMAThUY4G>E#83yeM2hW^g0FU}Y=w-|ml*T2Fz^gBskH
z1VRJ4$P(p&^S7QLOChTIx%p!NllucJyjMjdItWPjD-V8^CTdav?i9#r-gAh<j=h0m
zqQ*W(wCj@Zn61Cwbs<3vb0#`g`q-7Fk(@cS?Mt&d_2J6Ei8yBU)U)X$KGQX_AJ#jq
zAVe6Dd-wOH_c^)_(3*;yJe7Sk!rhtYztVjCAOC3e@#*w(k16Cyx#nEtHWaR5V8KU%
zQ>U*XT{2i8hf5R-I88+%(0@-z^Ljo9#sBR!B2^wlg9XKQbaXK9+o7jg{M|VdWJ7ik
zxojy)SxjR+>tJi>X_`{}01=rXD0Tg7By<Jh`#47e(9vyARb*w`4ZV<gF+^YI_Kt*(
z*BbE1wxM@X`8(4}=7iW+j}#|+P5#G?Isi9<Tn$6}b2=Kky^nr9Rr9!Dd&T&GjrUM}
zAV@e=CmRT=uK3OBznJd-;C|QogOdHzV4{0;4=RKfi07~7lE<G$9HPecH%vUBr|AUz
zFw)~LZx&e{z<oVPER3|0_Xc_WnX)h`uBZ@13|oz@^(-!eJ@x4m-56JeLYsmod!PMp
zDcZnN7%5wEvmi$o&Vt)*=j^d#C4Q{}*^vFf(=ARZs+$}!pvB8*13rhTr+M{w`<|B)
zJo2pbL~77Tk%?`DCJZipj{JYDy;WEoP1G$MLIS}Fu0s-%0KtR906{0XyF+jfHh2iG
zg9LX-a1ZVd!QFLmXK?5AE8qM5H~+<Xo^w+d(=*lGHC4OzUVE=qM_XU#n%rw@(^p+{
z`@#oiW$f%&hSK=yH?vOmwkyBg!$-v)1URXzxciug?Rbvkq<0qWBmbE{MxO!li{BRL
zBzONx9{uOpxBJaHH}G7yL5XJ7ZefQs6DamLPAKKIht8s>InwQ*0WFt8se1VvZ5<sk
zvWYr5?A(~HkKU!4q_(=&hdVoov>7~MXW$>M#RRR=f1=-YnbA@eAY%Wy*J%tBU@b;~
zcp|<8?$fc!eG;$4Ev?Itb=R5Bdr6lm3$7s9h#D_F-?Ln8T#Fq74@Y)vh_QM6RK2U<
zW8zi;NV_R@n6tJ{mp?iBYENiLW9{`3y~)+5Q43A~Mvckr#IU=$Xgz8{&l`4~F66+$
z(;H|gDR#V?IK3Kip+h<z;61d|F9D2owcB$J+S3SP!t&#d>j(^Drn>@`S=c%?Oi&UG
z5YzctvA?eW4f90n#RI*9Eqe4MR&U3ZTFbWAtZksi>=>%Lbaz#!l%#+S>{{?e#Tiq%
zqZON8YH}A#Xym=OR15h{)yNp}RZlWNPwSNU>($EM4puzt)+&G;;;psn%_$58DihoO
z<0=a>n=^r2pM^u(uRb%ekD(LMV|oWfsy&=Mjem|o6vQ&wb?WdI2!}*9BEOm(x9v#b
zK$Bl%`__!C+PTIYfBW{tUPcEz+2-1|(K&wtSV=Kj=8Wq!)E2ib!l}NyH3fa5i=8@k
z$$zFD>@U+b?9vGAl;4X!FZ*uImaDH?8x5uKP!HvYZf$*L0%_bukg~m3SfT6E)$H&(
z-CXI5QhIpL8Ok`M<b;q$i+BWl3jCTrgBGYIXvri<P2+Sy=|P5By%w8{{j*>H>S>6(
z?vpb{<A0<_-mb-L0)i5?t6~gXwo3%dL9#eNwAER9BE>@ZLHTO4*x(0HPo(x+j{yY8
zKhRfa@pxR7;X-zhZkqu1KdVJSeeQZq5M&8Y!fA=R!>~j?Q<zq@C}F0BwMqWI0IQ>2
zWyl2}a|7jF)9?OzHP<h!J=Cs^=hAL%2FJwK+yj8@1V;HuRePubqRV`<2`$!qWtjeC
zL1;3(d>k1&uw%{fSbWtZFLW(_<)a;dMJM|@JkXCLnpVN<JSodb*#G=Vr0MK0Vbi60
z#Bd)j)W<Zqzh2Y{Ma%W+miKRcg$VG;o>4?gb#*mv1UOzXbw$b&>f{KZ9L*NqJ?p@-
zv$T6i!W_Q08vBVBLO}P16LafMf>|A)-XQX<TfFY=03TB{S)N$#-w7f3C<*?^&<vdj
z6;$b=x0x>13IrlDZ({BuAVggQ(3a&!Zr?6!+iQpQ-j}P(B{~hA^m|AC07MAw8m8~!
zVV>+_<*?(u(qHYS?~+U5_DSV)331JA43~9lQzC$pAu&g;iZDh0yP0k3g+c-#O<rdR
z4unjEBJ{r3cP)d-Mh_#jhswST>!%9Y-(fF+42_BY#i#xIAs@*9f6%P|OYrOe(bs`;
ziEBeEtD?Vc0q}&;FDyIdI<relnT3UgJJJ3bSKxCrOVO#2V0hG{J`yPf1%uZ=m=^%l
zt&56_zj^cKDcQrr!;2R${xOljl9|9GAxXHZ2`DaROwg*aSp|F>QuK(Jk6!-_!`o=8
z!0_<!5fd^1d1wQm)Z^pVr?>$0d9`W>=9V1*0zLy%Q<}1xnty!WH&J)54j1Z>v53sL
zY)JG^;|>z|-HCGK(gR2Z6B5~Sjs8T7aeLj7*eq9f09rGEqRZR&<|llYK<^U&j(jt<
zBvuZq=@3}CP?z!=oj}B={g*<mnQPVp&M*DdkG+LjxLqNHB0$(>w>h8zb#n_*5om-%
z{$BooI?Daa!eR^}2EX>MKEs6xl^Lf_63Ecp$}#C4Ri95xoO=BQcT(kc2mtzJX-${d
zIXK|cdqfxN|2u+zE`6T=6pw;$lzH_SFE~6)t3w`cdNE8jOijF!6@@?N1bTsmg$2lj
zsPEeiMXAP<{QEnJn>U?n@X0{L3}Nlovl)I^&w(i^@-1;Ivgu05j-_(pIqC;xT3D`J
zI-qJKX>IuLyT08C#f445vh0os?e=C-7rcfdq5ZfX-~Q6a;q5k>om=Zo;$VxQ6vP%-
z&m#TjUeQM|T-b1v1ULF<0+RhJr0b6$2s3}@BRhMU^`7eAOp(84i5IRgnD^>Q_1iHU
zWBGjwAAGfRbVRN3smcH68zE5;JlL+NmU!FYJG;9+{Qteg5)2=`xOT5<XQZ}E?p!OU
zhyBg`|7%hxAY;@Y`Oj=25~0@j0!AlrejC1SssBNWvjPDB>o4ESLwdu#)xaEl`VR5=
zFO8RZG;U`=uHxVEQc>rwZ)gC*FASi3XW3sAVRrgPw%AU|fAME`s`Yn1@~Y|PG%Z=g
zTM(7R|8yPwq(%7R;({pK2Y`2ksXSqS!P_IyKKQ5*-Id~I9KQY$h1_@9`*Ts<=D<`o
z{jDnny9aU`9<SC>`v1^tS_1$IurZP8><Pr7YR2$*fiNo;uYC88NL8*w|Ad=D_3knL
zPbqy_&gm3$mchj~<3L*1$m4Qu`_b^HhgsezC?LV|@6wR4b8;eV@yNq>+Y$2c0JEoE
zMM1xe#y{nZ0GRZ+e*9W$+2aYwwRgw-`?^uI%3D)A{5G2WZD%h<SPxbl)SCiuzwIvM
z5Y4M0MjGD#2cv%wR0nr^y_x$_1`xd$sI*k2A&ZB5b`KBkGkm8(Z<ezg<q-Yw(cS@2
z2VYfZS@EU82Kr2hCE78+#NqA7>QaGEM+I;Uw*P(Mt4#Rl2ZfPeqL>V6&)T;QSQs=W
zqB0s~+DDcEI?#4~IGf$H@8ctqD)uUi*EUv6Zj>VxOuoB4WU(QN+~v88ZV!gw^^#nN
zBszxTe-kA7q@#1qhzRy}OdymxxW`n8#p^^i2tptDf@BHd_mIsp6CKoee?nO@TRZmX
zD*NTFG}UeEnd{p{h)t?M>(BwR^pWctdR^VueynMbSZkW-&+z&(W&5{?t6k&>?U=ta
zb$_jqSX*Kk0uB;@PwL8%`a{o986+qw<ds5|D6Dj!8D4IBk2p{0YJ1!vO}V5SU33bO
z)SaRY90_#XY2c6KxvHJ%*us))(u{UT9ug`aNf{*6m%fIzcI~N+ltP%<&E~MfH64XR
zUt5-Sj1X6Yzh2jsp;>NS0+a4P<Db=D6Wjy!fKp*RPRrRJ)u9@0FO|NG6b1`O;=<?*
z&OcyRW2dQu>z}hrV)cxoeygf_&Z|24soeRL#lueSNB%O(Am5o#%ejl)VlT-cx_QPQ
zZ3lHX<nEmJ+spN2C#q%vn+NW2Se%Z0m9U1g6%P&##S<->^VJXK&Ji63|2y8tjPR&R
zDtOisynBvyo70B*J0X`hoavoFNKgE(KY0f=teUy8+|Us6rH~i9hw3S3b<IeVF4LFs
z58pmocN-j{LDYHu+V_pwZAeJr!xgh5CQ*z<%blwOt17g&4Jb)NTs~3M!CliYYwa#x
ziA&EtYl2WUGk_!-CI4G~KWqtM<u8#&$d{jWB{TY^!#Cv?eu-v5E9I%@@LnTKs5^~N
zUxQ%$ZxGNuqWZ~6(M>~d!*Zb)pzEhK3*Y8#s6K<qGO&Vsrb4ascPL?d(@Yr-;qA2N
z5JAjD7c$5IXtl9e&}#XKbE%O46(^b${njP7htB_+jAn7LSIR~&gq>;F8Wy56J+3E#
z<8)a77~YO2cre+~XJ|Ye>bx;fj~)LF22f#G$0!6*R$V1j<5nkcvO<^O`ebTol!e%4
zdF@8#7ql{<jyPCy>$5g@4NkEZC#2X!WW@cLh23m|Fq?C4tpHj7{KG~WDSbRQMZK5a
ze@{WE$P8Mhe&72XC4Lxw^+$=@{tP$ArNrk=)$LlZ|0%cUE`e-%!xQ)EGUl6DX>dW$
z7!MIA^AET^Lj)SajIq;b(fp>&&IpM_%!W|-^hU<>HE5op+Q+{KRlCu^&)9v?u6qf8
z`mnLJxg&6-P{Vcog9dWP`JH_a|3wUoO8M8|f3n!X+IUL}q&pCZqn8_=RP)n}T?^M3
z<xs@(_H4%6lON_jiT!Z~h<1PVN{@F;0+`bNdT8*`1%)O%{77ge5xhJb7Y05ti+u&M
zl&O8HG!4rR1mr3f*+1<)Lzrz4`s+Mm2FhLpBzQ0S`|0CKr`@iu?5_5viQs$Nd~Np}
z#$iz-wt2dr`(GkZ;<|tbX3zQp2S-F*om==jzulLw7(c8VNDdtZ-mnv78W;qHc*?=$
z2b(^;KwNzj&8buRfoqrEnl<9zm5oXiZjKZ_){$|^0*d3@+?H2CChXDn3&w>x3f5IQ
z26w1*?3rmM5cei@w9|mpN>W8?cva*pgvi;=r;%mmE<}BE80B*(p;q<yNLukE==2-M
zjC6OtTtEL(LHc{k+9>SI?)%w;qi|$rVnY7os20x_e~2yudVX0DNedeEyOKgO#j}g>
znkjeUnG0JAKOKha+aJ+Aq|H!?RL``nbLg+8ti<_cG#~Iwlg**x;|RP2Wbjgi?NuK!
zA9hD6&y%Xfe2FMWE%rJ0$1eT-)fRGB-*v#9FoS#C|Fgt-$0~4Eq%kkUs`Jrc?+mm4
zu4A=@yWoZ&xNwBmcjz5Bip2{QMlQG1?)P{^fYgzT!~zA0PiMu{ayX&;uEsne;q~kI
z;g_2z#bD#w)v>RETf%?baUS@<@-@Ua6(?BsMD1MHDIo?51}f0G{xcnT*F->lRpgOT
zyZz%BQ_+IavvN`K)CPhpT2Sf)Mh#4~qx~G&YGFBa^wV!O*0QgtMLI??b<`<@(?y@p
zJi%0qL$hvppl?{qTW7|ry~mag|MeVwA_G@AMo?aGd8QqE;p!)ay!_;x{q3>zPHWL~
zx5N{C`Et@-@ta=Ysimdof4@?`c1Gmk`h?Y6ri%pixHEuKB?gS;2XwL}z)Sy4Zc%@4
zYEVlo3<#>9PQIuK`)0VV@ZTC#@k)VWqDZGuPoUROMM%9J(9X7R{q*1EcduW+76zX%
zQ|<ccy1nXL(;<Q}t%`~UbPh0vbgohU?}Gr&p9nyE9T8tX#f6Wmhnw}&CPYIQnEz)l
zmcRotjw^?U5y!`No!#AD#BZpnGwlPrvK{<zBS~KZs|Fz0P8AD-fz;6(hA_eMf8aCG
zlV!j2$eNlOsOMmI<W6{DAzW>3hz}1|Dv{R|F`zHn+R1^Jb2vI<3sv(lFj=g33W|tm
zPv%<cB>&gLdweS(5C*%NA02%umoD%+Er*XHu6t3wwUZJ3{UIq1QG|(Z`HZb24%u7K
z)?hNK>6RLh7{s<G2E6FMV;(^6ak$-WyUq6&dbYjlBC@uPMZeGEj@%%tHw;awi&!M6
ziRHu21Y+dB(%KOeJl~t#FN2l=^lEJ)U+G`>=20VpN-%=o{X&1axoKx8Qv@}W)qNAw
zO1lMnzS^pLYLJ}m?R<?*TbplSnZp*7)ojIcAb{usB+*#Eu73`r<Wv2}C0`f(1Kfqh
zX;;~5z8Wi;(^}F+wMZQ)+#iD&4&)Y&&&~+woj>w|Kp;DN`!+yMFjDTX{Q9PkP1*vU
zM7=_#nZgfRg{MIE9mMDEI+Cj<Lem9LLQ_6ZzfIJgUa>Z^l1rjq@l|?B8CQ;axuK)%
z-2Cw8aY3>UK#&vA3XtZ4mQZKs=H}wU09VtH@O1d=u_EFx;K4PLvEf`S7m0eb`G}?R
zh$iYMCFKnkv2&~x4XlhK$F0L;oA*l!(0fwH#Z>v@=N|>ijH65Fv9!K6B0W;>F+X{%
zY$<PGpPGmc@D3O)BT}}(c9oi!(U|CySlV$hTa5TOw19*uAoB_5DmL&oGBgC@U{}D2
zIXS`ed0;?2Vr2(Z7{B~ULna2fwR1jUxeW2Gs{usP)Nee#<(m?Gn6`QKVaiImoN3O9
z;*xr1$#8OsI?97S&Q_pxjv3^eJ4AdDN9SPT_)~n<;0N%Wb4IK8Al2s9O^5Dac)5Ba
zdKt!hccnGmXrI^j4#SW90-as205O9DuSjzw?>_-NKuUF(9<=o?sOPtfju^EqoQN*!
zC!GmswDy{pAl711jsS*Hz1Q|Yc_g3l0195$GI0NW9MRqS#{sCu3KS5rm)j4@{QCl{
z6AUjk8Y>r5Fr;T}!(fg1;2^hy1Kq{L@Hnm0$jwW1BOVWyd!W;aY<KEZD;k|cGA?4i
zP4PX1WA9x^&$Sk8#Ti$B9WUqNpS!S~2DN{aa3FxQDw$Ls@rydD{%n#MqnLh?5ZzQP
zn3+xs3XNkzrB8>RAHE|cqK>x%%7K7bh7Kg?061>fAUhb-I|NjTb2FNK6CaTPP$aKK
zu*a6(nunL;!bTOr4^KZM68c0!Ab&0av+?Ir^q;0j4;4`5as9iCznZjvo2$K7T}B^p
z0K>72{8#f=ob*@YP5Bclz45v$d)@ujUk#x3^jEW1>PrC22Lrp02hLxO+`rA8QzV=<
zHjn@&VbG!AA|U3K6hMn9ZZYgl1$2W&%1YJzMwT>>;ulo8hid{!P)hfH1uBV1K>wJ<
zm>&#OZ~fKfT~IlM!pcLibwK9+T+S{uz#m6{hxFHjTfpn5CQFDiFMO%kl={6L7y(T0
zd*=}O2WqMh)K$~tk;+?KvxDTVAqSgMZ^k&#iJH$CppckHixO{B;O^M5zli76v<vp0
z7+tC(CJ7u|&ZpTht=yGyv|R6N-PA*Rm{%mNe^E{1Xp8UY2>v{|=5&_I`z?BVj{yBM
zWLGbJO%F$Ydj-=+ymf9?Zc{WiSSR@QyCw~Omi_6*`=^@==@X-PT<zwqploLli(T;5
z>!*q#J;N`B8av*(Lns<Ho{LlzJK{$w2Wz1`;q;=?KY1s#jTh4IlD1l#N{sn=!HY>&
zd`O7f^b|Aq@V2A(zDE!PsAluu`$mtGVs}<eewM1FfI8yjyOqXmbB{@^OWPTx=^{uG
z60h`XXu&HY2Ir}lIvCJ{0gE#saT}de<mQFh)c?{WwGZrhpTLW^#HzP{OcuSEQswz(
z&X$_6A?lw$3sWUWxh{>b3dyM<q7D5wuDZKt3DVokLxo!VespS-8j*DCOZ|Ps>w8F;
zqE9)5q3C|8L;2bpuj)NBxXj`YEjvXGd9Ge(+rs^=TA3m^C#>9(0D+E?8z$EO`qn-;
zO$eXk@PR{Fh>XYG;4z<k#_^i9q&Y&ChvKW{)fkRcuCrK!#I4;N7K<E76c@q+$1?pg
z_+khv_aO#CGM&wL!_*Q??!zFha(9Dt7Y&a}Gd|@)l%3twkLoZ{;X`b#w0W@4AvWFR
zrsZYFSJITNhjfoax-)^!It}{OLNi;7-dvwETs`H(hC)C7bejP-7#Ay6!%n^J%DJSz
zJHD`m!d1c7pt`j`)T4Ul7%5y_Y4e6=w*uQWLuB1v_B+Zg{%hSz5G#I1!Uo1g1JUZJ
zXhyqxyYmamu-$PKUzde|Oc&u)v0;)HYu9aNLAk3gVAXx6mx_1cZZ>|#exlm8PJd)K
zzvWQ+skh0Uy(CFn^fx+L9%~0l_fkfnXzKhCs^HInODdylkWz|$4)@sO^=nqoLqF2{
z5383b;~AG>Wa(5RxWID$xbTFmfgjLSP|4IW#vY1dk-F_uF~C5<j@wo#0e`60@uMyk
zL~mcW%k3Cx!&uYY_|*3Pcg7aBdM&-xe#HSJgP>6az3d&O`bm84Lo50Lx>;6tt5Gcx
zdcysR+H^}A^rz`m;%*-KbouTsJ&F6T1(x@L{bOhT^qV+^Na0CFWse9{byqK0uwtF!
z*45Qgi^3~gXG}2Rh5yjmWm^KIeUP#Ite0Q=G9=SfQ~@VhT}R~iuB*J&gjhn%3&1c?
zW}GcLBHGhLa?ATK7^Ri?pR}E0PvXEzGwfw`CMaCcx`lQ|>(=dr?YqsWcE2!&REL(V
zp#*<Ys<Qq#FGIkTNSY<aip8Gbgp4AvA2&`A)Uh>el>Unb_Yu_A2FyF?ojRg7_A36v
z$waL}G?|OV9d)(=0&3VJ`h`vtmCe?#^<t2?Gh2(jBvDT!If-XfzXVNXbGLKNC8z<f
z<ap7e%=nKw0Uh{7vQC!1_zoU?w2jmorx;^!^S9l=sxL0m^6hOisS?=hz2I}b`m~gZ
z+WQGPf2c<Q!g}wu_x(HW$M^i5)It~f+gDGeOc=XoCgbf7&)qp<Ersu9iha4>yNrqj
zPf6Kn2SF@e>D3w`&PsY8w;WTx2KkV3U;^=WrBM9GYk8M#Qf-{fkc7SoT9xZ4fiGZ0
zLS(5$X@1rc<rV^qkL}D%6XQHbH&EhL@Y|}Lt23|HAia8{)r9WeCA&A+0urfEu&de2
z5aPkm)h%IzU#j2&SfQKZ8k6xO_k93!x`Ft#D($!x@=%kCqkNbKc#b5)smU;p1%W=$
z=qh?=36JIc;(<t*11qdWjCBu>?-cSOAc<KddBn%h-Q}AEGrgc5$i<GKnGcTDi!fV8
z#rGN%&Cs;|SD5h!jI6Hf-~pa<T$Hrkc7=sur$b{YqdSe)7)gU%0k1<Lye|H8XA$92
zS*LS+!c@;uQ40yZ%zX%8%g>lso>)n6mqBX@dt*|wckUn^E9k>1=*q5(oUa5BDn;K)
zPQR!n`-#2Uoaq1TxJRDb4N!}1-_;s)ifWX6`%_B@w-?TWHpY@6%$%``CBRd1OdvWN
z@L6%#aPgC_7sEZV5qCGiYZBdqJIeN!F;|k}JE}gxYK`rs&s<ED>yi}{s=+Sd?Hq`o
zdq*C}F0k&AzEK?1yr@Rv0rN1Q9S1y^h&uQo+=!W*S><F`W`M@v7b>YFSn*w3sUBW`
zk6t<LC#QD><?a+#$|rw#XDP^7YXVBN+~nWw5+Pd>)&x8Mf>SY<RGdi><v{!r^Z<3)
zH9x3!$_Ip5-!RU#!Dddy_qcR4FO#PPoSBY=VTI4TCbyj!_OrePt}+}8tBe(?Q&8`R
z*2)~p=(-sxn&QEVi7*gmV$(;we1_26kG%_KbZ2x$4eL`WcTE>7+0e$91wqMUs*{@#
z-qY-^>@hFyVcYty_N0^5-xsfUJFj3)Srv^lI_-vUmF7EWWB92a5=_x<FV`dXaEzfP
zqh*TaLSm`exIt81M%h5xr2CK+_{g~Y1*A%0YdYC+F@RWZbb0E74I#$+=wGROpC;><
z(ht<4Ovn`k>8!@b_BeUXwnS#98Vo*JPg6=}Yh*zgLQdX-X45;5x9ekRwlXEvcSO7K
zU?F!EnVjQ(V>ShbYSllu8eg5os9Y+e+I!K&`IxB@Y<!V+iswibtT&=S-(GJm>u=32
z`+15k0~TzJJCtfnw-UC0gdk?3yVfd|gCJj-`<CL@aBmP`L5Onc%*|Kwd`G!!S!?QP
zF7Q{geWZoQPv?04nHHvCjv(UwpsSZP_iOfDCpp64p$0UO`fjJIb15zP0(~OKnSI)`
zC<0hIPjdtGr!c!Weqg`qlzP1}z&qv%bJZF)jQ>Rw1||^h_9NrNI8sk(bVGOGq<j;V
z8TbqJz}^=m+U3D-;YfLJzuoRy)bQ|>D?iZw=H}hN+-I8_%8r75W`kW~W^u7j5#iXF
zM70;P+Vv6FdzVIsQymE{_fN4G+=05wX!h_<YW~mK<(gw6PHhv<esh5`Dk;08MY!yS
z{K>Jz7Q$1J?au07#-)3HKFo*YdQ*DaatFEc$r|`(k`MS_$*_3zF|(E8jMV(@%CcS$
zII(PtNakK62njXGQFp%KENKk!dx$Yr|Lw{@H(mOTVwTKs`@(4b0Udh@&95$o-UKTj
zd63A#eh#hH44Qbd`)czD9L#Z6Nw-<*=`k|q8}<gI@mZrbaHZFu?J9ZS|I`8T+LOXt
zlCwRWk?W~4sRnm*cRg|st2_P%ewRaGVqjimEMY<0+LpTe@rR2gET5`EKF$Mv@oG0*
zjG2<d=6Citta5cH98PGhX-Yl*;a?L@aY$ExBCGT*n7_GYca|xJDzo31hMkqekBtGN
znGO04Z``4Gdtaj6^R!8;7Cx~0VSx;6-#Uk^R+dbVnP~Y0JFPCvX)8@Ay?s+M#Xrzr
zF03rK3vGD)ZjH0{cp#mZ`dYp*)^L4vW(gZZtyJ{4rhinOHkb6GBLN28Q3Tinql2c#
z4_YJ$e`*sDXmr%P2A|cbJ^hHy|KjDa!<gewW<gEx67-6s5J$JiC(xkmt5^7WLxkbb
zrpVd8ZuctWZMX6>;`zYm_m3grjB(bBfjrtYhit6~n$`7)T^dvGZJoM+mPb&;cOFOi
zl5q-#8E*<HxrH_kA~(mD#9Q+HIVo3JgR&;3B}-AKAyj|puOW-MAcz;IK<mORDj)1O
zql2d-1$il7dxB`PAwlw;=W0MIO^JSLFtOFbUD^GWxkAg}vI8ON;WMRFsdEouQaev`
zS!ZbXaY0$UtMW9npa(GusBOmk0exzhFDjWOg`=voUBy9Ogq{ms85CxIX2mpX9dKGo
zcTj^#NDWguGdLjqzDN@hYU=*b+&?2SoSWsF(rlb&&`FI!J6*$VY!;>hv03AtkBuda
zvzn#fx0t0P*LJ03?o*;GkO9McW!vq}#_IfTByi~E6y2rHDQjv1m_5t4)<Kw56DY3i
zzcc^*L{_g*!XZDSG*}@+WgF&RsC6fP++Ps6aPjLqelex(kip5CwwqH*3=@|X;&zOi
zL!4gJ?h2oi&l65Z4eOMx&bSuUpGD7kbX8)lO~0-+bHM1wPKKX3d@u@}o^d;V>Z}1>
zHEG{<&!lM-&U87%+*G9Gw@n7c={R*_@mW@u{$M%TCiFE@8`6jSA@!#7(QC@g(f?}=
z3ZY**yu`w%cbd$m>zPhA`+_Oz93z$3sK{h_BKmD6=(Et5XI2SSAAVDWf7lRKm9bvW
zLKmU2rN&&a@(V2qK_5L{WeYpdM2|(a?GEq_94XhJ`!bmMT*lgZTX{D`!ky9X&v_H>
zv-c6UW%sQX>_v(o%~_5pk<j)5jTcTg1KlPKEN-7@2Py$<^ZQv+`&{+YVzSt-quDCj
zLxObScOzbH?^52C>kAS7%Fm{L08L`MCJ*;iBWsP;n-lhV%k-hj5SW9B3S~a$$s1Wp
z$2Oz!PtcU4iML=^(K54VO4v^iX%Xwt*!EQJ97L6Nu~T@Eg-Uh1E1X^qTro<$zdQ0y
zjM52hpRx%+%hhck>%jjVI3-qMGQNYfEa9r6xvmnClGHox$R4NnGcXF2Hhh8d_>NQ<
z9DPsP4D~Voy_I28^}RPqi9D%}HeGU}CrG4Je?zXxxS~ah(<FhnfY0%COPsSpP^MyB
zkulJ)jgVRWy_J^3tR3@**b;w`rLF#b(jVGXL8`B27J&X=d*1A+Z4t|fPaO@02%ar-
zO1a@7iE`m*gH3tA#45Yzl?fitOexy+cO_iYH38R<*1yF_jCnh*BxDC=bb@=#L9E(T
z-_*AyiAbm#54n7Ub(X__*w}6LPLhC81)o~B#iw{)D$GLR`6TZ_>vOO3p71m+mWY%&
z*acQUwc5}=JaIrJ6Rn<!C)_?2JwrM97a$<LG8W}J@^eq)<9)=VabHME-PhNU*oXwz
zLDaa2i*3c~SG(u)Vee4mv#U#(Dq@;UrWyR)?zfBzJ-PW!sUW3e$y79;d<NY>_+9KE
ztx^RD#cH&tV8ck^jU1>?ts0h<H*SkGm2}<l9rB9qaZr1C_4rSd*>VNviQ?M8xf1pw
z`jt_yGsV}C?^XTucl;HMU(0B(mmeePEM?7hx3iAZ>Fv8ycWWVXET*$>mHP^%49uu$
zCgbZW`?J>CJGd|IntCt2=|Np7fUmZe$!~&56;$!dG15PsY7k7T(7<Ps_8Li|eeA~q
z$s&hvZos61eI>}*I?3m&amX8~Y6@i<LeWJZ^2|#H=^t1y$)wsF!>y7@Gu4JyUR$Oj
ze9R~D+uwr=oin83lk(Uv7^FRf%j~<<33ARJk7||??wk9)`7x;VU4cfSMg$B8Hd#*h
zhO~k=B%DQQVHSkw@}5bd?c-wSUVCLn)l|W{UcZ06FE$qye+dKkS-~$*q-dN(b}Bl`
z=Y*+z=h(lOI6HsIy%BK9*W9jNc{9WtproOoBYfU1lN+xt;EuAZ{0CxOAaWjqeG+dK
zWWdL0pE~zNq@q-au|j0+vgj&&pP4NlzshpZG_}jg;*u$WRNt)UeQ!FfePlr9{Am@v
zQ@z1iW{+}>0;Q<6okbV*R(7T@jma5(fX86B(Xi2r`L!Litzm1SuB>|6DGSP>+ZdJ&
zaBjq8w{cTs!v(HY6FHjiyxM4m8L6X|k#BMvgD#yQg-*HiqTvKxrr0@;`Ll}D#&8t<
z{iOSC`FE&E!(2W{PKTygB}n1RAC+eBah%9G@ozo@5Cg@s61d{!Vy$JkF30C5llwkV
z{ai-yEDjPbV=(U^f0z>UQb+qDYBHC!h(Uo>$OL)NXg`-h`*-h=LL>h5v0@+A9=+Cq
zE#xqeKwFuhgUD}bt;&7w7foBGot<5KEY3>=6AZG1TFpcW_Otjz%@b^HyWh;$ZnJID
zH4++4$W3e)0{)B#X4N_qO^|q!qBJY-+-o7Wv3QBUBcnbFRW-J}wynA#sWoGJ&#39|
zbD!UnqlCW5HQ$!t=0J2-CQCW<;;~;1+4|ASSCGc4^~bxyeA8*b@OeS%n#t`qIbh1-
z@aPShGb{Bci4H2C8uIs8%y--**Pd1uPe0q}C;q0ohM2j$;tvBYcih$e9;tLQ|1zwJ
z&re*O+sGf5%K6qXWs${Qo&O8d7%q?w{nV3B&uach6LWVN&9%ZjL%*=azBg*CGGEGa
z?s%<>`tn<cJ$(HQ!Rz^gF>f9dCOw!v#-mURVw}}2l~LMPpmk-GO?q2{GHDhgv#soT
zLah~Y_i$PS%EYS;TlVLC>7A|7Cp*y(&Ob6j@~lp6w!!)z0|u5~oj9(vrqL!SA$L7!
z`%yCs%6Cvk6kZmyZV%6y3A*Cvl$zYmhZ%_Qy>Yq7y0W}9LKF<XorEhyMF8hZWS2P$
zRBCvUZ$2F5zkbnyIMq_n(n6lCvNSw<&aCd*qp*Zxur^TLt5T1py7c-rVwVnOn(q4;
zBj*YjjSgd4K7~Ud!o=7ys!HGUj>DaCc7`|X)*XG9!#4D*KZioe{a4l#voF?RXl%LJ
zx*K=B$`u>|Lt24odvf|mi~0*5&g6@Idl{cLRP%19^)XW=9vHL&WUVb;W5l{FN}#YP
z^QFG^1d{MkCuetERkR5@<gr>#kRG3LRu3e8nAB8;-m+}3)UbA<jinu21w63WZuc;!
z%gz*!nkdN*5$vm>>z^{*4r->&ilM^V(tbC3L3Are(bfBsKZ-e-NV1y57wyrib3!Ms
zb`wNR6jr%2gP)pv=WA}Ix5uTVGe*EuLEQFjQMT+w2Jf-|d<!njpzPwk!uIh~Ht`xE
zrtpQlMR(qAC5rb$iGiC{A=Glegw(xhq{CRq7e^s`lFy^E6{Q?^7by83mxAap;<Me8
z3$FO3yejpK=ys))ByU%Z$mJWpp|JN?3qATLvzQ|^!%}#$1`AX~eDLaN`A!Jx!n^bL
zrdiDAXqA5srP$0Kl2nJ>Y1^aaYG)aE&A%w#BNSgMSRAReMm<Y|Jd8Lj7CWhY8SC|b
z|9fbyKKJVvcF$fGcvR=B&>k^rEnzmx=j>!0FLY1_de%3{Squ)}RN5+|kj+YE?5Vo5
z3QnxY601J4kv-?A$aEYxAZdy|u@Q(@;aLALgFDXbsyKI7?z*LTwmn8N$5W9t^h)fu
z{Hz_H#MRH}u`Sk2qlP$uVLl|0+*yC9V8cwIkhVf~+cy=q)>#>+3<H0?7yoW|54Y)!
z%YA90?TSpl1RxquEVs_Z4R*QBW48mG<Rp~cL|a#Oq{7UVp84}J_Ry)V6m0OY_r?+*
z#6^XV{<aafU#@ciNtz6!EG9LvSj>t`tJk7X(_o4HN(z^+_+(S5VTFmj+e^t^jd73a
zD5P7=U?yOZIs#Dydu?8&!AJc%*WOur-eqR{NOqj*Q=m5f<X*VU?mkZAE8&5NEH6D>
zBwzP+9-p0g+~!XkJ>R1GrZs%DQknz!@_Ujg@2OecPcW(HwgLl8kTDmXaZFZQ7jat!
zxS!rSGeQ#gHAeJL=(Mu~W(Rn1O%H2V1DKCnFR?DRlMQbX#b)Yns7{m<{PBGzf*zz0
zX6>ccY5bil&asidM7^z=Z;39~e257iQPX5erhj2q?#Xn$4&<JxZEQai@?NP~KF!>c
zMBctt0Qrq|9N)b}sbLIQ?sw|2*!w)=ifS-^lGz(uhs(=28tC=yV>p%F$-eBw`>29(
zkB=ApH&4hVlXcWzZC+XiFKGJON8Y)AvT<d~-*F&*4dVD1D|AWN-Jb65xCo!c$FwdC
z9e9^)80^Ym)iiGVWjipm$M0o>h$ZSujkZ6_wmL3Fo>iLI?{Da>q~y#bN@CEHD@lTZ
zB=TZYy|zJ?7hJ<e`7WMrjFQ^~A`Ogk`g`QQ{V042y!}VC6JJ=Sv;tZM+8!7vC|O;;
z@ZXgvkx?_Dz&SVaePWo00P=bNiw`(~Tip8kVUv5C*(p;;c`U0RrA2$F&mBN@nIEBF
ziJL6fA#?@o!}764*K<_K52W9BCpEJlsGLU4Hf0iS6*|sOkWdtS6*7B33&%7_+s6bV
z<b;q})nt1gdNmqBhICEhmaV*R5A&eb??dI*3kX=Nk7uYngQe;Zb0Ehx^=0jHQJb~e
z)cA{KJ!ZiAGBQ!d#Gks05u(Mu`v_^{Iiq$S$V?2?CGBHLB85n{hiitGv4AW}cZal$
z+n6sEJxBsqR}=Pz>`^3`)2RI1`R$>i?!xO^7WWH+aa85DN5?{g3NKolx?3d?J<3^h
z_VzCYMWD!H`_!vfv`?gHICBFku%;H32F5FD9nfQ)LNfjclaJ8NoGyIAKK181+xN5&
z-S3BYIqWx@gjFTyM!xC|N68*;|CW9Zl$VI9g9ADOb~{3eYqCT^G7}U|DAW1PuCn$}
zA*ZXVJ$LykGXr*Q6D0a&C>{*OOp8^pg2?(?qG_sun5$R%m{-T~v)$N1v{dXp``BH(
zeqwBr#U>Q5VI3T{UP^v(IBEUCB{q3nxaexinMatQZ!%~-ZtLgu0_5_knEb=AXRU<6
zX^M>lp4EHK05g?_S04$@!goydIzsMhAqKh)u0-LI=CAYujkzTfErf<^=FW1ENM*oG
zpn1I6j~n9I*QWNdey7M4g1c+0A#E?&X-h-3o#IxX@(+uvs*P4E>aN?~<H*VzU;6d`
znA6(3?KYE2{jP}YvPQOO3%Pdv`p8Z&KIk7c-K+C<czA0_{{{bTNiDz{zx+eQM5<+U
z#DN^Pv-l*5=fv<XoMZ+nwtAC2(OjKV9h*z1JuOn)IA`{|ouFHJIDrS;J##2Cl3^sM
zT%t}X5^)oqDjJo>9e8t%k=Z}TSC%pKD0b>#mQwSCm!T#AZPsU$-~G&1s9ODo8Bh)L
zrR1m9MqRi#ZiSmKM#k_GTgQLc1ka7IndG&g5{7JvZdsSo(g3-reS{7Kl&=U+Ywy%0
z%#<J$uW6Y!I<%oqaiCs%i)1PrK9blEk*5*lKQ7KO7}{)_z{pJ-IblqwHbk!HqWdPT
zf};Q1lcFe1u;;k?I<jU%IAt?{(H?<x-l^Bz`K^9dzHCjA!o?7YFy!=ocY;V$sevz_
z5ML?N2?4{4K?WZAJh&Cb^)!4G0JlU=PtBAyP!szvdx{QjS*=}#7u0M!^>p@LIYh*%
zTTs3r=K|y&WFo89Kka8<%|a0i(ghyc%LdaYpkC!|IR;j=_Je7g1lA0^k1Av#i)YHq
zCz(rv93F-zN0w9ryIOH%zCbPFaz~QeR=168!csP!<Ja?U&OTI!!!8BtzQSTttm06H
z*ub?XlULQ?kXK{45sRVotCx5(Wh2~})wW&+2wJl97uwDCm>g2ZkkNW%7Q+pjJBLA1
zaMWBJaU%C~{dxG%$W`$RO*wVg^JHgzy!mCpc^2zG1V09T`Gz!|>mOerm+aa?=<qTb
z<Fwl2KG4NXXSP2`HyPR;jD6VNCHU0uy|2GEEX+dSMvP;$d!n*ER*!wM`6m=ye;vsW
zaaK;VQ<ZkTB17bDr=sdF7EO(mj9^(FH3r7wpSLz}i2iOF*59~mroHaLOvw;eTUN$7
z?^hLtH4PbN)gguU1fapA;MUT^Yh~gZk)=D1+X}u+R;;T$A03?ABX8>P)wHzgV_vym
zJrUtk`&2FNV1Mz;u!^H+>xNpFB?f=P?Vy#=EseodQD8PdpRcRXm5_jz583T5tWZjh
z_c$8@8rIPaY@ZFy8t-nX?Yd|SjnUpFrMazjv=I1ePAEdW8>H?k0D1ht+pF717f>wV
zr$G-m@fC~-^={+=mzK|qwdY9ec8j-Xbn5DGHmcCGRxv#-zPVO$_(Kfa&Z?-eQw74!
zG2*h>X63Q13zpI4eXo<5$Y9*zd%y{GP5DaACQoLI-do^gn;M<UN^91W#_Y@{lyBQA
zGyg&^uAbKy%{tkn^t{uk;|_8B_1N<3<CYkXvYuw7I>mewdIft*V1Mb3>+dF^EIH!q
z`lA3eC$m8b$5RR?{9*2dndE5bs8H}KjRd$`$>UAN<H9q_6GGv{&1Ac@I}T$$8FiNN
z0-KlXdv(N{UyO3V%!$@VU6#_@sxOilx7N7nvd$I?KXwH7uog$s*h&?7NLtfR?gb1@
z*o?4QZybd4_~t7`7gBRZ3DnzJU`cM>V)@Sxw%u8~vn2L8j)hn!G{dRxG+JJG6|y5i
z(jXnt`?kZI<+Rai_`b5wV(w|@&{=gh6OpG57DDV#bF!RQ+egM2!xngXqWI;6!WyLE
zQFF-?p%5k|i*yiwXVAqLk;R&oXm_xa@NlMBM;wV~FNqP~<R_h7Ws;k&m8;AhT1m<x
zu_=WK0dY9EsxADKwlmxOGnk1iI)S0cM^mX(q4uq?o_A%rWgPK{JQsZu^IODc=l;;r
zp%hKnM=^(twHs7npzQZ5am_shqEKFcYFS}P!gkF3gHaK;4r5Y$-hQwAq#i%aGs}Me
z?7i|pmd~=oW<ZXr&H9AmK<UU&N#)QFU3cLS17D{XMHCb)Ma4{gm<u6NV6`!s(N}ia
z_NP0R()%T$6cgV-t{~=3A;&z`ry3u(07cL>R(-hD87UVC>jQyMCc3u>jK0L14kVKw
zUHkRmg+=@w6?=u5Nb;7-`%ay^&738javOF1RSZim)7PNiT)IJ_L*-P&7PZgxr*jl~
z6@D_tB`El=UZH36twS#2e%ptQWiF&El)H_g(&unOs@;q_dx1i{!?z&!3g|wd>CXwM
z<xEcTXbpD!Ax4Buk2?-_@{j~_Vv6KM%aqT&g%cCQFgK`TPfMEmM>35Z2*&>SWQDsK
zUPU*}Jbv>V+51$KGV`gEIbK$G9q+UUuTP$j>+1%c4@wix3S6sTz$OwppoXn;!M$qp
zDGXOz(#Ngij-~G_wV)D}iH|+Ey&;>$k5|c4#Q{0@?+sRdYHV{spY+9!h+UVP>Yo7e
zAO|qAUZwczEa|ip61U@bX9vR>3RO1=h9oGyY#8#jqMidau%1MIHiay8sk_r}WKS#>
zfcjKMVKA9Mvww;4*9?zo4(>IXVTJbZuVe!=v#Cs+?`!AgqB|1`px~{~uHxam4JuZX
zF;wS}lt6)C!qGCNL~@=6LvffUt+xI92$VZDaS(8P;8NeV_XL*9eYVOzHHBKZbC#L&
zZU#eDMn#P{s*bhU9Wzbk$+1WIGxzL>kQ`^wI-SCEWNi1=xLt7~7$II~HeD#B8rj7y
z0H;)F16&tL?V`X=$xembEe9!m>8l`1Lq&$IR^;`l21kHHdsvFn$5Cb<d&b|K1mAF%
z+e}Rfl{ES*<n)_pXSt0ebQx8R(Q>Tv+T3;pcPEJj?DP{Sd|bi#V%hj4UVF`cZBv82
z<OkL-8a>}%#AxUU&BVPTvxMaaf8cDG%&SPF+MPde;2_p)I^GJXl@L6tZ!~PNz-E$7
zC0%sLJqktPh(Gtn&W>{30;mkuRcyLUe+gT93)0HgZ_DKVl-0{_P>zekn*c@8pZqb@
z8()Y`v<T}dzjsgo)9_Oz)l2O1y;nQ*pjGz%Z~?{w<V24)?a|-}#v)f%^y!z({AK!2
z(I%~0gno<DoKf;&-1o>p;<2$ZVp^UA_v8T}^4)&@jlm#Xs8_3!k8=^D^Fe1^zG?%y
z?@ACrc{-o@DO-Yjg&;H>KPlsL$1L}%2<IUv;FRbuu~*<op%ENq$e}nOEHYvc&S(>z
z+)23dWm(ONVI*JCgneUjN)iEeL+(RIT*+@!|5du<p@--Vc!{9};=FjD`O}3WW=lpW
z_Gz6$)+~761-&CtszF|6k4t&~5-09RFvL|0TmLZ5_q%^XgweIRR0_ZyUPrKX^&0JU
zajzB3L<_xm1LGzUtPee${Fto{tKvTWK*pzbA-uUyIAWR)Is^5<Wx0=E%^(}iD+@J8
zkB^CiZ=y3;czpskz6#e|OEd6!JU!*23BC16=0-3)+bpeBq(;oxVGr@pk?Fs5iT|`e
z$Bmu@3}##mTek~S&@w${$6>BLS|Q5pv623v^z<ANBtje?uPZyafjY;@_WME|ieau=
z%1nWX3V2iT@DxB?10it4%1tI3ob^ud6{y4DCcq7DOE=IXSMJuYig_@N$6M!+dGN+l
z``2EwN!7OiRk6D&QJlwp9=|#?V{Y62mkd01*yPOMK!J^OLg1_dhOoH)A_Ho1&>wGI
z(j!XW(;nj2rOrr|%U76FwhJu9BG1=pXUNuI>MM7J&;{62D=MvQ>+l6yo|7}KAc)v=
z_rW1D9r~S&!=EuTmG%^U)5*{H@xFCCtBuqenmaD)`xCP9Ws*244%H(XKQFxn=R+H>
z*9C4=ha)@&b5?`;djP_PV$|%Z`?jtQ#=H5qVSs`*luCp*R-`%y!)}x=!ir0gJtg=S
zjIDHdnrBvI!`qUBEh9s4%^cFR-!<a8#=nroA~*+Ompw?Ag%^^z9XNmgbxY|;A4Tp;
zf7Tl2n_K>cd{*oG;NY?=1wD>l>*0Kx;nECYHa~5y&Wmu9ML$wz6n)m?eO7UoLce86
zr;dG3HT#I&_FLtaMK9y;-E}8fOC#gvZ$Ta9MiMUTBU8f3JT&DNM?I##YFo@acIbt}
zf&l_Y3Bb|SbU!HE(KwqWSs~`$JKyq=$&_*vt+qJy^(C=9yY_qM&6%b1Kr3BZ6xI1I
z6qrRN85%s4KgjYafCE^~!Y=Cl6-qXowSTggLkW`o=)2Z_78-)6Fz^)~7(l3#szH!L
z_Qx%8ke2==+e%ywJdrcgbgq4oaNKR$*W{t4EGF%8JTN}%%hIyE>$Y>zQfaPYPGFhY
z5n2(qxzw=hvw=L%#oy)(A@VfFGo)$A<TB>i9nXKq<i)bFeK^<r{;PWkKK>0S&x^0#
zngV@&v^}AJRF4rPHos2lkKZ$$`L!9o?cGYohROw5W2Mpml$x{F6QAvvn3LeSL?oga
zE0T&pnUKikje*B#gVP$ko;iKB%(!8%z*-s#bji^t&%QuZJP0WdreZP1gn>)&sbQ&H
zf`tEqttw!}RbB5BbW~=ZwjX2(f#t1hE<y?YrwH~WLpr+PWEbg?auWf9y;=%)JrCSd
z@3c-Nx$OLv^rml1O|R5%IzuL>s9lGQ4pB&&x0nX<PF9=JigX*+(w}!kF}n+#se31r
zZMvxQ<Pfo=S9N~egMvd}yQCf2=|5Whpid&N-!N6k&H;)hnk8z{g7MaRYFIN=G}cS_
zvH5IUkS}%8>=%}mHttV2WS39gBTjrij1mLp>RT5z$Jn1vBUwCHs04V<^~$g-%(=Hj
z0evx!ydx4My_7w=8!qT<l?Jn@`$#k3s@z!3Y407bai1i_XX;So@N}O?M>#Xt6Qsh0
zrbZ9)K97RfaJSnH4Pd&-Wpz@d^(b?y$_<Pt$A7rFIJLiX0?UF@1HadyXP@FJvBEAi
z8rvU0V%@7Lt0LOxKToLnnmZjpkMU^!yWwqad=<n@$)8s0Q=bP^)4_^<&FLpDx~tbO
zh%JX)N9B$|Dc;<ANQS4?6%wm5lZ3(NX5|g;>O>J&9LavC+rL?z&`q!laTec;Ak_MA
z^7teX=K;yGO9|7ZulqPbVS;?@LZQZS@ZZi08R!VwO>i`HeKa{fO`W}-lijhva3!tB
zu#{~ncW^hBPn9_tQ^$g&@BM)5x(@b08n`{rMkTVYT{J~rmMb&hevT&D&w&Eio?(wk
z(4XS_CvF6jS6J_o<T~PR&#cgHgL()psn0Am@n-3rI_BIF%6hH_UM&T^szroEN!Kd^
zlXBpmWb2`!Mao+n_x5NP;gy$C{nU9${LH&yd^k!(L0(jO+4{a|;is>pd|hi-AWk1P
znl_|}8IrjulE7Pxe|pzyZ19HQtms?ArNXR?jO;1Juw(+FVb`AmjA^2sYv1dTOBy%9
zuz<`E=z5dYtQ=4q#H}w0=ncKqf_@2XE|yy5I@nC`{3A9{LwI}6)6#kekZ@TXF8p|4
z0DGd1Y%yd@1R+QS$8>sfaK9Xiq6cV=q(grDF%NhUz^Wd6|57p4dZT3`!=COUGr(Mx
z?KYJpy6%H4C7*8x`a$kUA+8*7Lu5Kq8%7lJScSEfXVf1Z-2Y=<%a<>L`<7eXF^K08
z$0q%IyX$B5gG+^hT$;xrZH-`IGG4Q)0pWdq3%T>*NiA`bnV)1|&4@a$3V{NYT`siT
z>OcG_0X65NnYt1`4!KZM3#NtB7nu!CfrxRrS{NWpjC!=bP|lwsSUX!*OdfLIcpn6b
z<$(n_t8P!y;&>G<Q1yr18^{g6J|Z-~Sz+qNwg_cNtQ@roX2nzoD_-k>TVjE=!Jcj_
z!}Gdp%@lS-19Bw@b6cNK+EH(&zF|`LiDHY_U#}!JQ*2=mVNdk+9X2x9*z^sj?|xll
zBD-$>5z}asp`(m6l*MD$s&elp9@j5U=<E|ZLj4Jkl&a8qw+Kt*{f#?XK-g|zmSz&|
zm<7=VIK-!FOKX3Thw}QjiP$VBHLJ&xWLOdyjgi+G(p7Oc=Z220<V&{+wxJAvB+QG*
zR}<;H6F%S3pQ)7qC+Uj!_qAkCF?4OA$t?PonGSm>_a-7=_c@6?UemJ}ZW>~y^Pr~k
zU5Fm>#M`HW)TJP((uaCfi57#Mvwmvc44YR~=MhdKkvw`*3|S?$P2TK7<f-EQA@x^`
zmROES%>>yd%w5MCN~4W!=~vlaVrE>cQ9YMsCvZt>lD*CI??bj^d0bG^Za^KpIL=o8
zp^uOaRaqoXoGl~Q<Gz>xW_cr&{h4~8g)~B|r2_gB1(72~%gKE3J)kMqaGjx|Ffo+H
z3~u*hlqqEDw4^=qgIjj)B}<kk;ra+|uwcMocQ23BpG8B=#E;lA7C3FYsO3MrR}I^w
z6I14T)$)1fF35e_98?Y0_n&Vslz=KL)<r_EZww#eS%b?qj5JrdY|d^6+iUCkS<UX=
zR$9svzw0L!&0nPfGMh>@xg?VXC@0G4@dd;9AIJ)E_vblq{7)@2Bb{Z!z<bXviO7Bo
zb?|kI?0MHk)mYICj9q?zenkA)Re$A}#MgpQ^pD9NzN*%#*&}FzHkz;{*5bRsc$@+I
zFW2?jmwEGUxE4S9Bch9mR)F)^e}WqNEeEKki4xgEvIjfGNG^wk_Os%4HkGs-X|uvL
zedU69oZ)*^6OoIK&TT(rRU%sk2v}>bT3ENDy4Fw#`V0KqRkSh=GRjFlChr?fc{pZ#
z97?QW;VokCk)i7P9)C*gk|9Yav(7O6wCO!Fjf+&?kb0QFJ#Y4jUv}*dNNQN_nGKi~
zl8aZDp;171GoTSDp(SH?@QZ#k>=vKrF*meZWXotGWrKv(jirF=D5B!pA^Q+l%vGJY
z*03#z_o`{AR@po4xbuOBR{ImauN=Lq*0Q5V$RGaXH<p`E^Tr*}#iJM<z=1MkF!3sg
zQSdL=OzBwf1DU2W!}l!eAwbbHhdIr_FulH4*_4xsyCv}X<e<CrkQm*;zzEYK+I^kO
zl{+hnEXaSeDmh#D7o3*s=2<YLkETTMGl86y9!a7rd6vW;i@_*eid}F(;sI7=UM$tS
z9&O1xa3<}eDKl%ap79s!kIB4)kBo@gFIJXj#!L}plzf?kLGMWTTu1|CQ~WeH*rT$A
zi7oV=<`2GV`0CUn$cFk_E=QYo((qXotY0({JDnGcF&VRSrU^%%?AT{FmsT5GLu!ov
z5U~&*Xmr=kp>DS+z%-YbDPqp}g?W*nDW@po!VRhZV#ha!qd=%Z{$*GrNj`9PacO3-
zD$+!n-ShYPSK!QTt6Eos)u7GZA2lyNsBZhmx<D07D--&8E!Cy|4{v7`6ju|)`JhP%
z65NL%!QEwm;O_43?iL`pGr=8#ySux)yUXD2y7O)AKJ4q()>h5S)a{-*x2JDUpFZdO
zf9A2i+-!wA-|f^yo*4RamvQGNvjZBW#``U;oUr+=HQ4}9j_>ei&oD){T7KJk=)p)A
zQ6s*$g3W@<Q`VV&kfe%n{A=J)4R_I+b^QO1o{)mpygD2v5rk4zMH|w&hw|e-r>+Dk
zH2+iqa_DUr;IpNYjWi85ncuN0QzsK~)!+Q0;fU$Pu|&}gks${#dZT~K{Vd1SrsETT
z-ugX4%|@_2mU}2W0bjF4L_Yrox@^HMq?v)A0Cmdu;7_NRo9Og!U?C|aSEvZ|p2lFb
zP}C{kxNk^s6G1`xt@|k8n|zLd8Z9HjQ_l#bkoNYMI$o|@>xg;ljH-30B?+|-Bz5}<
z1y6M$zv}u2c0aG$Mo!U;Ew}11Pxnw9;`;R0n}U1MBl=Q@?y#9OMsSQ6;NdJYXy#5L
zPaQU_5}XY2Ha^1IA8U0*4ljWi8EupcO$-AzZGOu}CqKO2s+V5=_T^G^@<sMErxi}u
zOTZnPpZsv^K1jB|hGTo?Q)jMck^HE~qabkK<fstV0Cx0GXUqorey9ib20u6|rEU05
zg0MkrMIpO~DZcW#KN6zYml2k;WV;p3nQn0I*A&KfnTY+IhgT3uTN{2s=~xyGzjIDH
zCE5D<M96Nzf-sbRx=8qbmc%amvmiBLIK0OnLjme(a7-!+p`U%&O*Tp&GP6~_EsvUN
zmGU-MNHIT{0Fk%^>%S)&;V|a09m}?+SLq-8G(|iOwj|`(@^@Rqrcnz*8rTZnM{>4N
z1&Ex;^g<N|79)`9(ysx-27Z3am3|4DYYzQRlf#9AsLQP{2qrh5^W~>kq!^2|xmWq&
zdZFPD&o)Y&M82HtDxhr6hoc1A?0-c?Qt15fOm`;DmN;U%`X{^43^AvkwvMx1h1=ku
zo}<dqGZZT7IA=YQrb(dP3*cdlYPh!}>f<b0o=9Wg^U>>Tw0Bj%Q|}V<sxob|k2{9H
zO0dEW<X}X(j<=1}b&B4}`?lZi9weI6%ZBk8R3S7ApOD@EB<DIDZ^edz9?f4UYY|_S
zn>Mkb-f4+Aa(obAnh8z0;)*$OeZuh#=Jq9y8^GN*X#<G2Siz1%IWcm-5mg2xIRs#r
zw_SFPEc42jtfCQkjHC(rLUPl&ly<$J`?%+9<nhrf1F4R&xy|e+;f>($eucdnU+gUZ
zYiV}&c20%-tPFw%2e?SNUZ#ih4Y<dX%zxPC4NfVNLXM=w#!}|c^II!=^VQ}o4jM^h
zC)Argp)8Yz<qZF14!6N6G=rgOSDgqlG_gdPG9jmbr2R?UBA=sa1u~d}hD2RrI{WOc
zJ#gV7c(4xV^O^9*TdCN~RKvxTK4a6Suc4Z}l%cP7Q62NL9m&8jC%WGb#4`Ej$iMrj
zyISz4E);)}*@$CtgNnDE!;h2W^Q->s3l)6skjrfE9_--@63fqNMjutKmFJoxs`~0>
zz1fxANhUOTJstvL@=*S~H<^^SQs-~ZbV5+kI<ULdkzb@zOgZnX+=)pUwbI*QaF+P9
zXt55eKo^Ae!n)yZ8Gg?8@#`gMfDtv~3xAXs+7kTm`6Pi>Fhc%F?t4{l)2R?N=(KB&
z?h{YLm`JnXPkEzPE}Xxn+btQ*<}NT9C5kT{`|P&xifPhEES|Rn5!g|}%Or5Z1obzG
zqPfHo)wl6f@E;neI;vV-mq_y(@uIuf6OZ5v;=`$ig#Wc}RaBNYcjs<OHQE|H`Q50O
zyM3i8j$O4AY5#$SN<I?SZoIV6(dKZD`RcS6Yv1^s2NfN6*(~D!7isj8IBc+?g$&TR
zO?`(atJ56li>%jooU7)rCBSL>Ld7p9Ja8akc$0$OK*$?_xo0{%-#YaGOP`u-G}|oJ
zBpZcjx9j*eAymd|6|4l2M>x3C{e2J~($sIq{K%peJjq*qG2?PtbB$FBz)Vo3rS;ym
zU)ds2C1?p$!FW&^jI_Vhg`C=t(vU@E1lZ3kA)HhI{W>B9^+TPNa-EjX`4+P3yEQ`O
zJ;e`!zQ+-G>!Vnv>MobG`->vhjhBHzX($69#X;J>(gW{<7(`65zn-K}j=7AC%DA18
zY3|1CZ+$+gpk3IHED@Yk@(#F|m1sB3eBVb6E^WLpJmZo=01=JcmTI%~rHfVk1^U|`
z_Nmm+)L>Gl)l)>-zq1Kns9&|)^%u5BX7TqP7!?M+m6I&!dXk8u(XDCZ)k0LuSxlx(
zHm%m&+y)1Bv4`I2_3xT_nvMY|G}}ZWrB(a^t!~w?TOKtbG)sm%5>X>O1TBW*zMWW@
zO;;zM2s&l&-Jfu8n-|aSh(%Uw4=O1XfWjV~*WG?r1L{uwP@)7Jk`$|P*|{9Z>AWFP
zqR7TZ(_tpIdjy}_X+)P?*JCoF^2Z0{Nr}Q{gH6>v{+u2Rxt!MCV|wLfvN!qBEoLf_
z3iyNqBXdMKaRzO1Xx1{T`@#k<igtG+V8D0Pqf1fT;^_d96}t}P0jg`a8@L+Yt8}WJ
zn2pz^7_oi-l<-5}HT(zNR{gi>8%W-+(>9;2{5omJWsE%v!}sdzux>af{IVP%rVIQs
zctfirr>)smu_^c3<*J9iCf9dp+_Qw=*4{&Y*QfsgYXOk+?03FuvoCOu9^DJJllN$%
z9_i)6F&m>Tp78inTKSmiUILn1PK3tNT)g1#O=NkV^1?`z=lDzKrSy3#0pAtCFLYlK
z3NDdybC@RuEVLbQ6&~ed-|Mx7m7AU$W|nh`v0I!HgralMRlgsj<1~>il@y(j+Mkjv
zChaX&TXEh7a+^0+WJ{z-Q?eYisWbNW{35p8+#Z7SSvX7q8iagP_Dz*{_d3#8vE8P>
zretbU6A1Ubcs5!SSG>sQ{hu-1S$H@E<o@noTO~nAs^?(vGqr0<Q*Zi+PBWwInvjY9
z5oV;2*#y;yGH7Hwl1r9*U<YeC|Jq}_(rNwo;}@&jp+t~&m#h;uPD>o6+c&?ByA$P3
zovslja?WR3c&tf1ee~stYKm~z{-I%XFF9Pp#-Ps$6pb;;-~wY`yZD!GMO;3&?txkO
zC4(cGyP_QHsNz|dGe4My49*aph7Q5ou$#b+0Q~!O<}N5LqGM;u)9Jpr6-Uq~gsfxl
zid<0YRvt`$_c+nZgkHa{mB`DuZF4)DlY5ZS^TDsz&u!i>s^ynb-ylI-OOn2Vp?l@9
zn;y7KFVkN5<McAYLcuy@a<|jq?9L~Z2t#~SG!jAJflx6YzQYD)Q~8dnwRu{ZpFT{B
z$l?-`?@c^MBpU@xM}Ir|e(yFWLmwijN}H9V|I}rb$>vUWOud#S=E&;s<K*5jDjOe{
z1^4HZ$qo6DTeC-Be=GoTzDX+%pVS2Jh&#kaEQis;ND@U;kl<0J;XBdZ!q`nfvh&B^
zP6_F?!p=$@LIIWaO@-<U)%2TxBYXz+&5ywxynjYsF*kJ!5E6S^$6tDimGKAwla0Gi
zjKiI0=?lhRu7;Xo<t0tk+9c(OZ{q_MI{J1KOL%I~l^mk_1^nIT=%S)|GQ-|x(bmJ;
zq$yj4KZ>*^{!)+bB@(Gb&mC&TL|taagx}JPoVk8t2>cSb(O;TeZ~d*HcxeN%rv0eY
zZR$efwDti#ZbZYq25ANEFI{oquz%nKUF&%J?|EjkRkDYMcZ|>TX3;yO)``2~p>}1n
z9?`RO4QXWeG7c2{OXa*l-MQ**bSQ40`n@GG_XF)lN`YpZ0g=Q2ntzkoYKHthea~Td
zPFFVDWcS^a*HqQIWSk5hbu#mWzAS0j1T}g)9tU-oH!?2NN%)%#9dA<m(%z0smz&A}
zQ8HU$!e93$JJ(o)^cmgp39BmBG~FGcos9&80EDh<Bwm=D-*F2_ZIm%!d+IDCFO$@G
z+eci|7ya!RvJA^(-s+l_wAU{m>YeM~Lc3%)3YonC&P(PD2VoQ~U{}8#vYrCYOBRdx
zOT;Bdp4cr}TmblpV)7UF->W_&D~uujFRev@S_KOf>o@mLq{T8+=MkuPB8Dl78`tKw
z2FyH|XK<~=A5H66glU1VU^A&{S*5gH0h`3|GaQP!)&}EQ(Mf`8+d(L4onaRZ$CuTh
z<<DgfDLmL~P?zounS=@r)D8*_;D(&DH+S8<fZZ(_uu7Iw;}Y2sx<g*uj@?AWz1BQk
ze+Iaq6BHG*bLBMn0Ew1yED$MN1j{?*9@8rT8>GI2DlvDCq~5)6X|~gkH=&<>dp5BV
z84UL#n{ilOpn|2filE<o2heDn9>b}>1&OQBw4n7W{(JYVae~hGvJE70=pR6ia3kt}
zU-fBv?!(6>>g*1qF`H_&!8A9n^jG*ypbz+mGcA29q|>B_D7Ri;N7@@IMow(UH=Ju+
z)bf-J>1uTJJAc{&?6eg3N!cZBjR?;2b*EEhJ@jUe|1R|5gmB=px|Wd=;>%@n6A2Yu
z^kG4Q9x)V=m&MP;g0WS~Pp40?vFS<<aeHn4WMJj>qD(cg7<a5e->!k#+Lct4_jhVr
zKJa-i{`^hJ19|#xCwe8#JA;oN-0s#i;UT|8MYs*ssnwU|#j2;Ys^#bM9HoD46u3ma
zikD&dd|9vQ*T6wg5R}W7oDNsive=mYdkhgh@AW`_2w=%gAM;pkA|!qP#fX;*_8S&-
z)?*Cq8beUwxh7sLgeJz2Y!Ltr2XDl2(ULvEK6g1C1?^(1d`3I$!S>*N9PB$>kjdAb
z^OJ_rex^<C)Q<5DQp!(=4Iwqhv*hz1kK8+f<Fb@8)neUsqlnVQUL8VE93Xjb_m50F
zSDVCry8(kZYqUHFE?N<_Uw0HTR_%g94(W<HCQ&-M-S>-IUS<$I?cLwO9&feg>;GU&
zSTCXybv&~@3NwrJ+BqGuN<s^AU3c<EKdWD^QMvdS|6q=He^rC9kor&X6&THk>(*Z}
z++Js&Q?i4HSddjaj!z*nTWW2hugFn5lOrH3klAGAAKCkz!{$kar4UVn8<_1z^5e6J
zEka^tF|=8jW1JhX<%3O@|8+u1j>8~dj;+-~Hcd(VjK69S7EaYP2D~m1t@7X<Q4~_z
zrJKyZhjM8C24MzVbgq)rEAQgLIn`9hpH9Yt)k|70c)E9{Wg%tPMEv>gdEtYH#VlCk
z#~}bIhHbPkv1;EqyheVOblG0)3iWztYCJaEU`^jTL7N<(G#{KsFnKgTV)pfp$k*eG
zN%2?3ofywewQ~C0RlQuMAW!;Xy$o?5Aipy3dd*~(<#5S~z*O(*?|nAb2nBU+soNQ&
zi8{)h^%``2n*7^B9^3mNH`EOSU;lp6wsP>%nuHuFbGSQ3PI{+EyDJp;y~bx=l=nwJ
zJhxbk|0<>jCn*7N^w~}CbNES_a0)0~{s4$|K2Xv{g3R7;$Vq^v?N=DN9*E?@bN6GE
z;l%JH^YiUVs2H4RrGLLwL#b@`5jU#dwaqK%RZ-WW%6EF+-vL&}M26KNcpPXY*gzwL
z)5D0HhjsL04moX4G{lHcy0DK<&XFmIqyXGS#zUURtsPQ+obZWAJdXcmksJ-6IHaFO
zkq%AG^}Pj0>0;VH<i?wi()~uaZRAOVTJ=B;9kip>u8eF5l66`9$sbQd2gvu%1E5zn
zfn4wnw#Q3t<|oZYi;O9+#H%P9-O*q6=^V(i{u2cNWvK!Yd<3Vj%IyORA=o3_WIb7+
zBr_|&Hc+x7I;+Xnh&k0A<5f7|8}8Tt3gyYd2d%m6M<z5v#pYEcATkzR38mYmdplQ*
zwx0#dy~6f3|Cx_z04G#K2c;3NhO}IYoETzW@ztF#P0vr{*2GBw5U_cP6T@&9=ji-G
zF}FH!;^$Q|o0qJ%_dx^?@%K%+MDZE4jhoRG4g{5BRt!ulS2WP*eFoa*<^H(g{Q7_T
z5!QD17d!ohG7xBII&Q}2$gUfA3%gk7Kiu7IzFYTF2N3ND_hp18qU?ckG9e=&U_nj%
z3(#l#J1OYqfJ7;=Z0YyHcQHDmoqt!n1g!tzpn3})9J+?^@@Z7iF|8J?mzi9<CDR*x
zNzP<q531UaQdYA^yA*mhd?w?+%B;HeFSkzSL*yLNh5Ar$T9exi<RImb>SeIetAE>n
zI?)Vw$*<dYJ<?Y!@q8lMAbo_SfT))6uQK^=01Zw>MpXriN7xi<6z>=mOC$;7D>iZR
ztriMC)L!;l{yEacSFC<FIbIN=Vq26_sRS|K;paHtX;Nxb!%NPaHX;q#wdgXXyp*^M
z*^r93JC`fpc~U=+J4snk>J&1K%w^lt%zl*4i5_|0erUSHwxG*5v7zlK)DIN;NX!H(
z#!qSw;Ng8pm1#R+(?r&|94o#%;r`C7smK4P`Nl7wZ>tkuA@E-8aN}W_qfHn@q;m3?
zaH`qS1uy(VtxSeJYt4I{yGR?fwqW&#nLxL^r6?80hq<xmVxUO&ULzapMdcgj(T3$6
zUXHblq#N^tiRC=@wrY<1Z!JwSy*%=HC^jo%v-7pE`$R4)<oI$`wQ_H2Dy>@75+xml
zYE7B=M?sw~7n2}v8TqK=CPx)2V1-)=W4%H(eUdLJw_d<R9Ma#H8I_Y9gw?-AEO9St
z==)Y|B(49vnkI5uYSEUJ>phh@io?WGj**7gKYp3i)T7;MCzMJwNPkrR+WraRSe)-k
zEauyrNIPbeSWyTc;nJIq4Z9zRuMj+oyKbQjAup1287@3C5X4nX)8wl^`<~ERRSa(&
zU~IKN46kxQ)6cG))Ke<6Kf#{w$q+QiPIlaBNg#&I-~C?l8_$Qz(wFOez6mMcD!+6d
zy<zPB!9v?AThQh@;-piqXZ$h#N6YKHoO$lWz0C<kyhZ<HfsWJTp5V6;)WuXIBd^;h
zhz6qnx3^8wF3h9{z`$}E!#1AKV(-RoeFzKvp-q=TubDjv+Mn+e)CCmL_1fbrmNkz%
zZbPNe75Oy`P{=5(iM4l`0Ruu5$E+-eV4EUQdqWKR82x?u2Sc-QR`S1knj4EuhSM?q
ze#GHUS{t{IJY2<UX9kNlrmHZyFPTS5I}0ryx{3FOALhj1x1YFnhfcput8s9&n9}({
z@dg|0nLFm9B^hMk<)#IbdnQ^%8{~=_P_D0P2w{8UIroQt%~f7Q9=v?_&6dk7J4`Rd
z3%<n<-{xKYS14-gOtTEz8yu@;0(^8+_eCtzO@shNyjSn@-6O?y0OB2CegW`?WB-_N
zbiFv?7YPFW<~cvmixyB|Ldn1-C|y6EZQ}SViz1z@*nefM2r+Vo;bR`QU6KxaT<3~1
zunsHzdW;cj{3*I{8e$4T@O>oFEfDrvB1${+hpwR%%@G70t=N6g1mDjG8|oh&KN7v^
z(RdNw%A&o0La1eUpL)-D9SJV^>80;}H$nNq!v^TY{xymKGi>J?_Z@WnHdQVxvaJSL
zTmIRNXXB*f$VsGjKaDp`weX8Z6NX*w4jPRePUG-d7iqR)xS;7+>2Ogb7?CSmFXN*R
zMv^@ouQB&BmH9F#j|%Ol=TffR;)E*nhUg#u?ZyFC!B89L-e@>al`K+n%NZ!@%+|Wl
znJYA(C|d-fl8PA^`|FX4MRpw$^D0#4VFhKt_}=0LJ9w{VC*RxMe#{)QTarCpF=@MQ
z);mbNiu&vq&!eIbAdAk{tn?&W)e#0>QM-V}OF}~4<_Vq-H5=A2r;Pg4BPDdzq-G+s
zg@)jRk^2L`qBBC^J_bs^Ggmu&bka!p6NK&+?->8C^eTj%P1#2RR#50l9o}wvEbC4J
zrj-w}Y(hjM`vR|Wnf`eRna5>W*Q#jU^-x;kKXI=vZ1J7Rrypl;ep42l^vh*5C0kG0
z0vBxuOf|;{9wu7Nz~zb|b`hDd9er>==4$yy0&c1ajlE7bo2d|t^X<du2JOSO8VeHs
zW}MT>x8{;m5EQ~T=EA#()cY?7>CwGJJvN_4%>ZLFt4*Ym{!6#{Cg<#O6YE({)$!9~
zYs*oYMu{LJY0bYwkG5jHGcXwM!|Z~#E4OKdz3rFwkFV$F3p@1v*%($1Zf<Vkf40t7
zNcz{;*NMA#zdAf5yztj9|3ZU?<*UJX_h`zb*&E|AGlh`t*9J|Q<!i=8kweeG>A9Sq
zFWiL3#yym7yw7$WlN(+WuU@;j_qAdQz{1CxnmMCW1-U$Iu+&8g@aWctw*AC;aC~v4
zhsAUZ=ZxrBD$k=X0z15?4d5l66dUPJw5yQ=6`fCkUM?kBbQlEVVZHIG@~mQ~@ryq<
z$Bsj`ZeUyZYNj|?^;%hha4`&A-&uk(x$lq~+@^E!?~OO+ch;^#-WR!J1_4}RpNFOZ
zD?dR_*G=?B-t0Mn!05AXq210ezrUAA#V2T9-`|Pu<`Y|6;%wLUpmX{sdywc8Q-TB0
z6Myg;y28q}L}%-3l8#_B?)Gb=vhW<e&+x@ix_I=B$^IQY70)?<b$qLg*<)fR_k9`{
zrj0z1u5B=8XD<{R<X~iw#3mBhJEim&wJkIaM%)|YiX9}GoHDSYG>P|f>`&UR7LH%n
za2NzZXzeR4Rdvd$Gx;A0KVe`D?(t2r*n2r&hzRg#B;VJD9y}%y_5?zFa3VyNzy*U}
zvA}rwqf+-Abs1GQoEu_oBI|M5XL0HA>8Z+CK`H=I!n=ihZ*2u1wWGfhbJK}I=CfX~
z=z~!PbBEKB1RE&`>;*Vl`*|uK#bfHupZHNP+^ksYYYTG6^5PtD$&~w~PFE6phT8ZB
zh59bCQE)XYzb7uVyW?TUh%Y8Olf|Xr+I%>mclJAaio(#^Fth9{N^Adu?&p3LN<mDF
zw{7_|=}WEg5n*U(2vH=SdP`I{sGOW(@ATK^T_o}D56inYdO6g@!TA_jp&+uBQQh8X
zOy()VUB)~r-Y|g1)**G#+QC4-jL+^2g?FnBYZGsipo|@rTG2QEn{_mp(SM;pkiPK=
zeU{qV<9+*zx6(GRpdJbi{$l?9+_5K9&pNWW{<7l!K^UQBaOxS3vEHJWEua4Ev$C^u
z-TMJhHkr|{Orut@$=D)Vn^QDnC83Dt*)BRPbyxQ9R@Nf8$mVaD9?#iM8D}$%twOpB
zvgu9YPi2|}^xgFRBIQO@%oEl;!#hdkA{Cg~9$$So;$*8#g%z-_H;q(f=gY$ZJ{>R`
z3v=VMqR4me8~W`BZTZ3DnVozER4)fO5T=L++c~AB&h=-6hwefRbg01gud<p}B5<fv
z^++hp?7c57lm`CSJ!URo-2vCfbZp}cc}a!0O27zjFMLyFjJ`tDbvJz`74;753tDOu
zWyV~QUe=z-N)GU(US$nA@KtYHr4tRMgqD<C68~1081VS65z)FVihh1&&`)!+Dv>+A
z^|TPD-l*<R5%FzEwWjG$-97kjC`}vBnXnKSdgOG&4h56(JL@sg2z~*nTn9iKHL7Q6
zxy8mcyX7s&?D^8LPlo=!GobKONR^vMAR0Rle4~%l<2*BA%C+?F9W)yQcN9r$6V#%e
zJ?gl>c}xhst18As`{|IKtzh?z)mQZ*GW!_^?!3uge$b@N{8|KhdxT^=La>i;a-Ac8
zXjRosDki(Ha$r|Huk7v&p{XsaY`3(a3Q$*WzMz8fsQJKQ@G9~+7^d1GUVZeT(}ZgG
zjdjWZe>2!!kD<6PQFH#UZF36U1X=2$-#`!oPgY_oW0n&HcoB8XR-#b-o6G0zPHiM1
z&IjvfL^afraBtqP;*z;{EA~p*PSJKQiB-Mvp&7%dCKZbKVDSg5+j845hi-#5EX-8q
znE*^e8Y2^hxBv-Are7WZD*XK53?*r;T}j`$Lfggywo_@OvsO~xetC5F$)S50-B=Od
zUMRhSs-=Xc(ALRG=?h(TPCF4(K_=J1Jo#=cgpQ2=8q8I0!#K1N{Y^Kk6~*Gx(=%DX
zhUTwqOccN8_<q4)NEbH#LI3qV$>a`i({aAkoCGFeU$ozoh(_fo{{w8gc}{bK!zZqp
z1JfO@Vu9FSIf%R~94W5|Fq(9oRA{WQ>zk76Jq3F&|Aa)fu^FPLa_YDW_6uTO^>zmT
z&V8Sv0h&%`2K-)TW^9tNz`z}y@j1pSs9fq=3Od0t;PKCaPu#0mN{g|2sC`c)GV71J
zUBmZ%=ek9q`!E+scpfiWF5`t!B{DfkHqHCUhZ#M$Y}$FZA!4WD9TD`b*d5$bK!3-|
z(miumwjz7yh^xz+<Ac3D8KaA9X|nZ9huuJ<<o2Ih=4~?4#$W8*JVe{gyKjkb8ctoC
zoY#9L&WD8x9mICfQwURwn<R&y5oc)ou<RpDQ-x;D$M=Izcp*%`#svFBJq1!6GtPal
zHmYII;<!($2N!&O7;v+vILE0Qcrn%2PL?eJV|yf&enP>kjF(kYrIsvL-90~&t+Qf<
zLWlX1j$2d@Yv9KMT+*rJ>aS5VP<)~2qm@VF(mHmDB(aobL|H{57s7-4DLL8IEi2Jf
zzBEanKExFhxEj>ww}vRTF#jBfrg6+zTWKyc89^*~e3phTGIsiFqTx^k3kI%#)TYbK
z7O_K!L$QA>{?sGHVNo?`fKQP?F1}a8hro6&81ZOkD(^`~`5yIA&TC|ChfBgrBh18`
zcZxO=6HIYuF1ib}huV)q8dfu>1)Z@9kN+O6=l9YtsLHmP?F}45Px22<m>_i?ff>N8
z>SGjQTR^@S;-v`uw7w~D&vA>mZQ<8+=0+-wSwQ2Ll}OE;oQuA*<?txrrgJ<<cKmNi
zKOMlg2N8e=&OAZ3Y-{b+A?Hul;#m*asygod5geJC>XFyJJ$aiE`joaypMhu`&Ah@!
zZHl6BaGusP10}ga&5VU~SiuL*TH83-c}kI!GQkVOqAS)&T)E|`B1Wg%p5gd-N;!Ah
zXb%3|e*@4@jI7NCD>JfQq-)->C8BmA5}X?ym`DT080ZHR&weV5%&!UiZm%xI4hSBu
z$);SG##YRPU=+`<=rp(ET%xS>emx}oX9cG{bU&VWs$fGYOgRRH75-j*&N@=u#W?X!
z)9uGJF8a}>c)T>-x8-Pyi#ba}x$Z)<?O@=bh%iN<1x1<*J;sgyIWb0e@ks0E=U^@^
z2PTDGQPvTZiGRuYMWteZnf$lp86M!lP)yv|00JI1TmKO78!n4!A4xkV7H%LN9ix06
zak<~uBNmmM%?gh62W14SrsLe5Jr>_+&S$3?s_+Oq-RW9cS%i9xE&xi?*0l{$=Cg)-
z<X2MnBmHw~gqvGXP+$kLC?Qr5^-$bjOego)3Pcbd9kF!k8dbj-9IC56itfE{g!(#T
zjA+>LHWWck;<mxlHtgD!AR%hN$o@|s^cRQCCX&iQ9g(_>pt+)UqAkT7X1ANh!J8=>
z<?QLAH{cgtwh%F_efz_fcfu_T66i0<GeYTlGP)pcL1%G{<L^)iV3g|?Yus~8T!Ahn
zonlo{bPsbFWOfmcCF|%W`TR*Vzw2?KHg31Q3Jcz~_a|7`(PwhWFCag3^o`SiFR4e9
z3GC~`)Z@9s8&QNp1RgxSNsUSw%^TjBz9y4`c(bpO<{$B2UKpXm`G7~QL0|6*tMeBL
zUr%$s)H;F1X9332rCkM6zmO5VWxDDb+cHkaqAKoR6WM46$W2l<9`aq)dF-E+5)+Gm
ztvKU8l}>j8vrZ#6m9cGI^t$X)`drd-aYIByzW=;qp19rj6q{yN!%=KG#F345=~heM
z95tZ8RV(=dFB*iqa86I`)YtsA%7w5R#LkYDY+O9~dX93LaUQYQ_hN0e6n1J6Rix-b
zTxr@TU{7)w^JYWay?gs>?V;5d7kKOm2qBWZo<mef65-Y{IJf3mIOPtro0(3ARTSZ5
z&Q30RiCEau_Qx;P>^ex;4;V7Y*;)kLuQ?%;Fw^2ZP!!@W6k&)ikFq?JNoiM+V|9jn
z$nz)RVm+-^-K|LZi|k`>UB&tqvXdrxz#oJ7%UXx6gxeqe;i4j9L_hWaVFO<xe4!v&
ziopMTpu}tE$-H<vu-?~3a)N*2bXlYzdUe}HAgM(&wECM9ob?oT!4JE+xR|_NjW=)r
zhuiVS?(i0EX$Y-X?Y$0tnpD;=un0!QKj;~NN?=k+R>*%~&J3XrL&lCWgW__)+UFyS
z#7SsMD>iayuMTSAima-b4&r?PhJHaI?Rw)o5oM+DUWu&JaTn$YtRNpb;X_Zu#*mgz
z{F+v|O^7Kg{)b_)0hI6P3MY~_vF9Ma##u)_kcB?WW0)W-P`+L2u>&CCllmd+hBB3_
zY7lw7X#94z7jof?anuQB(qeZ6k95}{;p1>yaS7RAvp651olQca!^=}<z%`G!7;MGb
zlr?XUYAo6#^WW{pe|qN0A#b8MZXT`F(Ev8`d(>bR4jwFOW3bJq*uB<0PIl)i6BoZ_
z-82|608$gc!*($4vrYt+t+xl&E;5;_MA4nMU3IY4=XW#?A~E=2?+dR7)?<19q{*#f
z84<wyOxR*O#bt|#8DPI;AZ{TdRD21w2o3W#yS|O`p5_7JwZGJM*L}8{0_3!~?a=Q4
z+a@{1R-^!_yG2?QwP~s>ny97Eb)U6iogA6l5tvqOvT=`XdSD)c`H%?kNH1nZDMjun
z2Ak`CY^1)JBDr&2>gDjyuEgDSp6p)YEWY5d?n9N9aQsXXVGrLc5^6=rIJ&f=DKQ<E
zYC!BioUw<Ao;3{n-i67$9tGn<Z82)se~f=s7hvBi|9f!LP&OZLPs&cFB0cIzw}bR-
zv<}0=nA|(q^49K>K^B@o$VNoO3g3Sel6*Ij6mg5yT%=S(s*|^CG8z@-f+XtNAyMZY
z_(|;O)&DZfGwUbjN!<EWaO_jsv_$&m1)O9Yuea>6iq<IpDo&3z%$K=)|7ZLANd@Hw
zrhcFi8+ZJPbgQDvuuW!0>{H9lg}U!tZNR?n;M}!ZS1vPiC=6-%KgO}Xf4nomQ^*sv
z<7J-L&}LFZi<eH60Vv0ES+RjXU>c+}^FU)M3RbTSp*>W}&|VmbFWL<2;BB31@sXgN
zNy-UW2l%7a>CYd3qNgVk9VWmX*7=8(@$yjMbW(sZZYdbV9@l)uE`UT)Q4SGop6xJn
zrFFu}_6X6vJ%6T1klZ8JnjTovlfL#a_IC0{2Gl<c|Dt%$y!<S}TtKWg-+4G&i+`4;
z@}pgYFBM65_~h{kF{c{sv?@+74^AUIvTW9sKy=r`w!xJ+OVB{JS@i6X=O2eot8=zg
z8;@H)_>-0_PoG~JcTZAogr@>~AryNjYpz=*z}ZqIZtTcO;iS@HCFEdGDmVIIKV_bk
zCXGlcm!$4^HNrN7Tb`;B)x+w2xJBygb6vk#lw*5$ovX=^bw=j3Olx=z?Qw6aNcEU<
zrtYZR(T~T$1fOk(SN9qTC%~xkR!mbxJ_Gs2Om8Ctm)^e$0rC--jb0H4$Hlc=&fT4E
z|DU6{oDPJwZUlxCo2|G@jp%UJv{ds3UwPKH4XNAIKW;8@DCSoeVaICr_w8)#%a)M`
zxd}bE+|dmh*ZcCnGa#kPGrXF~?P!b&JZ?zN9hGNn;?y{@*`>aP2}Lz<zAwNerL=y*
z1Yi0oqY7uNMBnJ~ik#~0xD&dw8IlqwZIW~9wh5n{K6!846AiE^G!a_W?|Rf)JZAp>
zCC%)#$L3@AMVBWFT;C7=UOkC-+v759lCzn2dO&jGJ6pJ=;8>-D(;b&pl{;?Djae?e
z4^$~mZRB<txixYDqvwqEq4Cm)_l1A+48~quiOQGVCXal(VYP#6lHm2}t|fu}rE64J
zgtNMb>G9vIRCc$fU1RnR3eb=pI2levjkT}X*NV6?(l<iae?@HtQmb@kNOWll0<qdn
z&_Av}1%=++r2WpiyZbyvsb^9W+Gd4e-rdCC;OHj#w;_ZX03RT1J%s3H>zXQ2no}>b
zp;DCC$zE<b0iNqx3|tB69946rex%t_AVi-Sj}kI}R&!g>lVaAAA{07YFRwFSiQiCC
zyFSQ`l0ll@u2f&GB(?DZ?W;1kdrzNpJeuk9TP~JKlxx;MmP^o(+cZUnxG|?#{^n{m
z`MQq3m?s*QI#)3p%9oqyFizKOE6fIHY+!7Wv$9mK6c}G|F(=0x{vhyv@7)~oh4lsi
zcJpq%dZyV(i?w*pUn*z+Q3)jib`zBRvBE?}@?KoX@2zA;qu;nF*aVdong}vPdV`}Z
z7RsoQj_2pk^&qH3w+fX~<hwK^!%dy6rr&|A#1q;Zd@1C2R!X%6p_PlFnYFH$mllq^
z0jQkX++9tb$6?p1QhRDi{3|j$m$~4;0VGs%#m6+Kveb<LO*YHWrIoplTwd3YwLXqR
zbe$Xi(A$lhWI8QXgv95Blbscxj}d$*Yv@lXoBYBuxnmIiK#EYey>8d628SNjDl%D8
z%GU$-l<J!50dhT$W9Q_FSSw=f%W%mAH{}8hK)qrx+R1@PWCRCO#YSH+d1hs9f@avr
zq+H))sHmqSOcxU+uLxj*1O;19d3t#7N)|7kuY=^i{64wbAWOF<|0@!P1Bog($HQcK
za<u0M*IK^^nOjMXqDWSN*w+I=v%!C<=#eK)g`AN-1GP-iz_de&ruJYQsOXC=Ytv5~
zaTyLc`+sis8dtn`Z@#AG3Ug6>Nt#CHj0_vyy%TmLIS5~H^at)-e<gR6MSNFEcPF`y
zHPn;+-epjU!I;dc$}I}fWhAj~cV`n#&kA)RI18+_foxXw8GrpTgRQO=a=`o0{*86T
z)z{1^_f3>d?az7SgA<=gp?@bdAb&b?XsfZQ$qNl9;a0X-fDqF^t&~N#!>`W=QZV&p
z3i1B>yUBVQN=;Z2H7tc0HUyDpkAAmP_?eFt){}dCZznt=;<I0ORtXO=>kvK#g_+HU
zuAgJCx}GEza6p1pQz!3Y6O+TuO)!p1&eDX8PuI4o#S4{q9Xfxb<GbG31NB)_n~wd}
zEio&(MR!E^x(+oz$-sEjWVKFSCH{nBSt-7*9ls8@3X@;U^+9-R(xlw1{FBcm<v%{u
zs;}<At1-VLbSy@L8{TNIen-`B4hjUV4jHI%<WmhFINZp1qyJRQxK0t1+6@)YM6UE;
zK{dwSFp%l}^YeFOeCj{+i8wFGoRiT%)UBlu9sO2xd(~gmNz8%}zDT#pjF3|M_-+?1
z$B=;jpj`hY_!rQlu47$y?>;;ziQMpwLX&`l-p-;TA2x+3p!@q-PU_=LXgVgzjIq76
zi!TyzB=(N~aCA#y!B^*l&^`W?pcga7XP$>06(iF{$w4Mhs&{q9aO;E*Z=zW=PZDI*
zX5t>7Z<mh<*rn}W@}eLjecGK$yaw*P{;UqWk+t;_q==M}*r@6B`>&nZ@a3b^Q70Ve
zgLw3kQfl)V%{`v(#kU3#RC7y<3-G0fTu1$%S7Nsn8a8Nqb7^^{f(Nstn1Mch%)pVE
zMq~H*a*qF6OvY|sfnyOtMAiRwro#o8oQ(h1qSn~`wVAAUSM0ye-crG0%bvCWuRs3w
zZHsC8<m-nQ-x)@CCx_mD_Siu@2&lNd#<C$<lW*?MJX_?D?{63X&-mw{!K>Y2hyx%p
zk_Zk%p!@Z%=1uw?ndjMZ+hHu3sf9m@R->4r*zxZ2_Q!yVc6=_x38B?;J?3<GWE4OT
zu-`n9Z6eoJgEkqK)DaOD-a0!gf00=L(Y8N8&N&jJ2t2-3Jr9Xsodch;?s9YrlN(G!
zumB-Q_yuo9LBYWzi5ZrO^cdJ`*wCA>JN13vDidl<3ZpkGen%`iGNj9K@8a)BsjI8k
zm?$=!+F9`P^RKO~?Oor)Xg#0jMI*QO8bNpq;%O6qw4Wlrgwj4{xyWvpHD4Q=n-5K8
z3)KsSD|RQ*@vxm<TvWat?d=6#XzBgV2+S}Ul@*C#KDZu%lVgyBhKA;&jH@y6m6CEv
zPfEh3r>A%Hc=4n2cH4vlKveyU&&FRAtgQ{NZI?9j6^9cus1xxhB=gZA$M!ieIbm%W
z5_>AkHA>TJBv&mLBI3ed@aoBz9jUbL8>^H%CHV6*OCPyF5=O=!IEfun5}Wzp>8YW>
zoleyp@f61o4Qxz$`L?<Su*2z6^$LF?WU#4@a^eqwqC8^gjLd(!B>WsoD<JkFfl&Iq
zK|BVQ9^H|&Z{oU)H#g!JmyqR}-SL27?BK>t!{hPVccC;|+hAhzb6q>=+8<Zr`7bQ!
zLRCvHUQG*f$0vaK-3C2f8#*ceST(H=?HLB(J7sA(%#NxS(R6u3BGEjl6cJ>mtYl{I
z**-%C<lE?^$NzpVcy56skas_6xP~t&wd@kN6%sRl_U=yRUwj5#<C_`}OOpM6o#y}7
zPmv-#XvZ)EQ{WVcl=@^jcQe<wB8F;+FaE3MYM3kZd#k<SLC2&JFGJ#xM)z<ZJeo1S
zWL~>spQXIim6K7}qj*`o+tR7I^2LOl$n7bkzbX00K>Cj>jrg6%D{yuVXwD~b&(OqI
z=>J#-uE1LgnCPRkZ@L7UyZzI5M9+Pj8|f?8iD_;mVbf<fRQ=B)_BO2)pVhn^gin2M
zT*(|NiR45Trq`A~5(7$sTs0FBN@hKL4v0tqHE*sKa{Bv6exIhGWA>k<`C^oV!s!@Z
z#&Hli`M%?ZAxWG6_8MKZ`ZGqzb$UIqSTyR>j&QBdYh7-MsYMzBRG)_QW5i$ul=STD
z)|nH--_+_fyGQQ5npv2>)O$C5YJa%uhGx#SX>Xnf>tTIVOMA5?5Taa}J2IAVWq-X+
z_`wo*$z{Na!asVT8lgen->}iMyiFe{@h9!ekAN?jTR43CUt3oyQNhI5w)NpM?H6A-
zqe*(`e`bl?tG)RC5d(RNsrzmLZM&&;B(G<R5*~q_V+WX}>a9M!Cvon*1$5SLV4?<F
z-Uut>oi=}6ZNu@@`7*7>Xcym$y&9)H+tCn3cpfLi6HC={jlmU{G%n94T%z)N*6cN|
z+7QfA)rch*YoI%7CCH5K1poMCi-{nlR*cJWQRm@hark22<=%F4g!BTmrt(I()ZjsA
zwNPQQ9z1^9epayhH@&CH$sE0OF?7l0WVz#l`Mrg1_~<NmwoH>yZDYY^b<k!qYd7=x
zZJTMivGw;CCkNT@H{{J{n-f_9gNJ_^7v`EpVIoRd8=FTixTQYqV$P^##_1JD51~oP
z-6M8BEP~n)jh(<RbtCS61Gp74V>@WRDn5M!-o#|(nYrFQTwHfd<t%yy+5MQQW=+xo
zBo7)U7ZD)(gNz(QkE->cnEZ+<#y3o##tuRBTAE0_gAvj~6q@(OMsM}ib1XI_1}lCs
zr5Lx-%}j^)x=&wpBFpAx3%8lXyC8I<USy^UZKLZ{8b+oD@_=gGW~Vu0_nTf|8bCNO
zRH98!@G~k&gBLP?Pck(frFAU45;{#;BpoCBq{KRc5-0Z~TX(I?Cn|kL^A;L0t@}dJ
z#M3+pv*?7d(E2gCTIz4j?A@TDW#WsQhMQf53nXU-WoQ~wAzI;$19;r0dULsjTW`@l
z0;uwqCH+<TH8DMXi97P8WOYMZ>*6<Bat$A&nTrs6w7&!f_&;EbEuUz%nNH_1gOw+P
z3{v>H9#3cI@}r}+?)im=GZt{9@bRtDIE@NujmP5wMn+0wEDgI&dap=q@F6TThx1i9
z2twbOm(`6dY-GaN(K$U9Zvx<5hDJx1?rdfK5G@#MC&b~uSzTk=^^|!xeqB8DcUBa0
zcXZc)xFaLseiokAWps?gO0gA29|soVvHBXD+Ilb`fE)XCfwTa%EO)uolcUHJkKtx5
zvj&T)@qGeH_xRv8nUmK?uwT(?S-DNsh`vB@_?brI381?r*`4Z5ug2)yp4wC<q&NX-
zL3JSqnDlQmmbVRAQZbknb&bbZt`!eX9!Dc~T68W1w^qJ6f)JeLjlkiH=&k4O9JU><
zx7M16{+tR5cB0=-mxOgj)&6dBF8Uj?GnJ@&TYbLa1u+5Fjv(Agz^T^z#*3Q!^@Z{0
z73v8^whO{{E`s+ffN=KGAA9z1`lY2!eWBg51nT?UnHrV23Oi^CH*5Qk^$$Thn7F+`
zUqR;jj?uDoy47|G6faoZEbZqmB~%r)#(I=j{c5?2yN)wKy6o8I@`q6Ps-E`xDLf}F
z>xE(48jwotE{cwGY@VPFM8hLHwIXYu1ghM1F4_sB!gZ$>llEV4hH}k2Wpi+&l62k(
zfS>k=>AyiK`Ta5~2BPEFx$0AvKSxt1|9QpiP$FK>Jb~h1CneXM9yic_2k&saL$iz~
zqI%>Ns-_5x+12`+_>P%K_j9Y$%*YpQ$xp~2{P>;tM^KBX;)5$OrvQQ3^dn$+Jh3__
zh_~0bI6Qx;Q*(UYeMM5}fV+yYIpSWUR$pH^nf}hKw(XADbm3gW0;&bq$ql@;^vech
z_}7N<U5P+lrI>l(NV-Vg6Ju19&dgz!iFGuFP-I0>`qUvQRO70O>Lu;vKgaU4>$!tX
zg63GbcE`7BaC`QW@($SH?HSGX4XfJu$uV*8zfE*Sx)hk2OPH(fpDKurQ$mOWk8Pvz
zVWy%CHJsMuh~EazN|oN^JWm#*j+I31O=0aW!fwD)9-gbJ$%$<ytY)d|!CkdXqu=o5
zh?OA|YL`Go-Dg<|n`S}>ci?PZXxOg!hufX)5`#|vNd67ZOa)p&_!w)Jm%8nb!kP{Y
zfR5d%nQ-mzJP9k|qhT|bV!fi|U$SGz(xRkr7UN~rt?~AevO<Aiqk}rC@E%T<DEOsX
z(>nyLWl)}~0L_f4?a)AoZi{*`(_ZgzfBSHOxYRcHdUB^L+bA}J{;ymT99*+J@b%~g
zPq;Gm8ohOn12NpuwX#{@x}<8Qw*Oht!X7hI_F+~-8{!iN?(4(d`j&!!m(rw;`ppIE
zDf@Z9?Q939-CFNj`{L3It>Cx6n#oSl2RTXM?Pee*r#Ap<ZC3LK-(Fy2@Hcu?qCcCB
zmuiz9$|6p#D@K}ldPdJPzxXuhzIEMjzQzWJ-`t*Thl>T$>uepAlG+{Gx@1O=YhTWx
zWd}2cG~U*8N{v1<G@ZS7B<y;xrd9XTPgm_Ioga;OO3TCgLRM9kwARzLhmH%SGs1!M
zOpc<IZSpkaK|*=L+`SFv&kg`=91E~iS1U6i4fR@59W(FXzpD*lG7I(L=Z0rapd_!0
zAMlt{`B$31;7@V~Gf50uEFL=L9WHlLq%vB@8jFeIFed0Jv~zs3uS<faPfkyh-FuAk
z^8fm*0n!*}$3GPT-`S72XGc~0IHNFq-#otUr;9_AXB65^jODRZ_PqKq$kTnVj`-pJ
zDk2IAEoN&lnclmSy1EwqL7lcQ(G&Y4BD%7;8nFmOrMXsJ2@_S>#WI#Klg(Xe_28ih
zx7Xq)c%l2}&J7nN6}`P9tbm+9$;=Q*(ViGllM+k-_u}9nNXAslHy=m+Qu>yES%kbl
zk|?mpEG5@Kd&J1F9Nr$S$G>snWCjxzVMgKm_O87Ug+D0TVRCZ$oJ?6W?KOJ$z+qVb
zd9|>PqBaG|m#z~liTrq(W3W(uijmGFl|iu1+hu0U-58I}2{*3Mk8WaxTS_JmY{HGr
zI@l)9(g5_?JVC!cAPMjtjS!eXu=ad)LZo<COE7egyxv+mXLF|2OTHaAVyvmjTdQ+w
ziP9rstH1^;@`O+wB;r=r)EO-7Km2z*f9*c$?pP=zwNG5?eslhg-@o2oOO+rXundT}
zoI1}Tx!hM+Ne~BlRMV%sKUZ|2-a7NYSsG&;*>Jv6)5j$<Vkf#){5bA~j^w+1e5<P&
zS}X(1BqJUyAGMAPBt05IibjpNY~g#ZoOp_qSs4znAOZ9-Vfd5Cyh(kL^A%oochb~S
zKnyfNF6YVdXzHC+u^ustDQ;Q413Q;b?&9$cf&H}o#=er!x*oXFU#uRXu)Wg4$}`v$
zNq3j{{30us8JJ2+Xs1Zki^QHKvqXZX(Jx$8eC~2=+R=Z-K_XDxW6&=|O;w@adFtIg
zFIneU5!o&yQhQRyO{vm{2Q3m&+}V%&{yGcSDU3vb1htr9Ud}l<rJ$?Xl;FwF(a<6d
zm-eFVEVqUieurXW5LBy7{gRFi{b-V($p;6T@sIP;F`cQu{-yfh6=13x|LK!2v<<2J
z3jbh(y+R~XO^tDK?2^XUhp1XsA|~SlmPEC(sOp|{T|$v;%^%UE*I$xxr61FA0Iql<
zd`2+WDw`lvTf|8(Y4XPEuR#&xgEF5?<6UvM0z;P-)~xuG%Vwfl7f^Hhn;&I3#Wu^x
zlTAx{E2ekIfgJIFaG{{p`<VtV_T8M&YxWO^_AS2iDt$6(m!zE8Gf?M&D*2`YD|JI`
z(+m6PSzYnl76TH)nm=JXZr&#PjkUblrS}E2@!&R-V-5&!Oc}W(hsVLRc$&W~x^5e-
z;?__|-XA;<6w}TT6$u^XYEf<&;B-?vCreR5zux)ciy<B1@YXCo|Cf0tg6_>q-!MHh
zY!FQjQBkbJU^^?Hk(F|QUzS7weK@U`R3d945U<_s3#<5#`q-C~7JXAg@m#nEm#`W|
zAu2yHm0PU|T3qpoGTdRMd<r8^4hl0@7D>5xNB2mFc9D+(t|6UHLZQ_KiU<vOQ}RE9
zOI3~5hiODX9wMsilEBEa=zD!vA#{u<vLDLf=;$sR3)6cnl49!?*e(j(7CB9AIfPgU
z_`#>~f8=GhYI#|yOv5x{4B8?iW+VbGGREhIGJ_F)Z66=k)`)&>VggVuYAAB+af8wj
za~F%koB`aKvO)vXUK8x^J{ZGr9A61?m%M+o%sYlJ2*rrj5%EUR3kAzJE1M#g(=gkE
zr6wSMXXLn_UiDttE^*EQV>R4rMW(J1GT8iT)s~^i$Oa12rL03vas+ZoWpUJs!~Ljk
zMK&%`Y=b%d9Qk|hlUB+@_HmtZWZ5(7nCCnM#pGQx3%VtmZ0>|!5~Tee1F|;~%wR>K
zqBJ5Sy2+`6a`em{&2U#FL(%G4<<eV(#qT=FvLjQJ_xDW#Pqz<T4~l>mS($wE?noU@
zgId9QMjT!>(k*JV$(WBBb}g*wD$9|pVJ2bn)f-Cs>mxhPRfnImC##O8(w_`w<eTbb
z{0B7zw9RKh*1_-?mEOXT^t}7jkD&T&rumbMAEvs2^bEz=tQeqoDM||i$qvC<`&8_R
z&8j<PW@Zw*jt%WJ;$O4$whobVySR*R^yrSO`j$#5bfhF<8Ap-cUxj8;)r=(g&6J&b
zH}(lxdqW~RIk5FpBK*o3zB4mu{xR8^BzeJq{I<ok@&cIEOhUVJ<w54V*LUH8K}2{X
z-nwEb-!;xtcycn)u%n&L&$iCW4=v%5Jyze?cud=Lq^x@O)`&&LXH(c{#GR(ZCtv1q
zP%1$dB4TO~FhHamtvY!-tWzB+`hgs67oAXy+Y5q=7-5aPsXZ|=HxyXK1VQFcaqd++
zXHq)Wf%0kHQ|-;HiFZ363doW~2w=2Wz*hcQ+GI2C2QXST=TALTKZQ3g(9(ai%1D`I
z%xTW_>Q0Oxc?y~)uJ01(=)u2Q1p^2BY=kSR52r8^0mG!I#=I}lX!)l?SNt|X&09tt
zyatYwuw_hJk|<_xExHpGDc;7sX*wDewYJ<iSS^j!_@s@E{xCyXxFtQ?$OM1v8f7Pi
z{!VP}!4HB#Y=R8OW)%8xCeP<Lxh^FIly$Vlr}7^be54LS3yPJyP80+8#R1JOaPa3&
z`vv+nT7H%d7nyRy5Y=8g-n0zpHu?b+2VYWODqsm*7q9xoFZ6zm7Pp(%Tl;!dJOy`{
zD!ShZSp8W))VX3<nWzcWfH?(6n5LDe!q|kPne1xC2@jBnG<gaQ@juebaF%flY+N?!
zV;SY$r%F<lS#5*&njcqMh9Vvz)kUwkmdak;G~KDwvhR_T9;v2h+F!-jps4Y*nbOl<
z|KJTQE_<qEV#cRF696r}P=W&BZsDYz_P4i23C?PQ6mpnUe~7twa`4LiX}?uZM|p^H
zVvM<`R{w`;|L{J|M_k+UCB-@8YkznwxsEKnn@_MJs~|G_vrtzq*V+4TSSLZ3tDKsu
zZ{5CgvUuvtf7v4bi11+g!C)(O4f)TA99#=_88^|}(E-DqbaePa%(s*N2Xk)~6i4{=
z>jnZzun^n_g1b8d1b4{b?h@SHHTd9eK|`?M?yf^{w?Trt+n)Ttul6}#)j1dYZr{w+
zOjlP;zuo<=^*q1TQ`v|@uk)T7o3)Qu4$Ce2gSeo;w(lB;ujiyCzB#h9_WXLUj$_A<
zmNrv=u@Y=RvLA8%bJSS69P9D6wd$X4#s{%Lqs^)SshG%sy}`eljBg`txE8N~A||RU
z0og3&g};*FLZyzTsRraY>w5Lst5o=+$A10pl_O+omdVxjWUD_I8mFALECgj{TDK%D
zu0%_YA~60U=jHstZN6`d?+Dx%4b>FQd6nBiO~I}ZNY-dk)mqoj{Vs(zlJ+J?*DpVl
zA14@^Q@!2DUfh>@1^m_9+-QP|SZi7W*^(0v_ZRriN$E@OfxWloo7(XYR1r>)3X;N<
zCBYg<R?BAP92)q!8oR~+!DO#V8=l(VY*x=eFG(?f6Y8pBbyr9wHy@)64}oziA)#zI
z7O+%GPa3!(5p?|3pS0AtXuK(fwYySN?xBO78ZneoIhfI%^Z}Df<5VnMc!DN;dxQk<
z9k!^wt`7Jzk{ikPNUeEy6;?jg2aH@!<V0JmAq4kSq&f2iG3bLx-)y{Y!C3ykd8{eP
z0!p)4w|pJ~NP$!gXc$%P1R0N*Ort=kXMz!7Ou(Ocq8wON0l6Ux5hNv9Q@n-a$Ka5w
z0!f%jA><Ni)caP})HNvrkZ!s&-WT&zaE~dnPN>Ag+B+Z`9wD?S)l?*&*HB0c#(PGC
zOjec%h{*8cse!6>YkY_7B{j7CcSpSmO^bAMPd$?unRt=9-TRoe_vmEJRpe|5#?|t$
zmZidppjmhNZArY+0VcegZk0#2Pc(euLK2ZN(C({m<Q4+er4RO+g|&J1gLpqN%YS{u
z9lRxK&E@7M7*1%W*n=g($bus@OE`Asw?-ZG@x{_k@Erxg_KV6?c*xUR@(1UbJJAfV
zaSc(PH@n36IAKn1PaG6QZN8ohw#17#lAIN-Bw#-Jp6xv$Kkt$cfLZvzxFEr(fZyjd
zTVYYXK56Sf0HD)mL7Rk#-fpOUsF1aADtwi)+=_FAHitMv@!UmHHQh-*^+BHvLy_?m
zgh+8YW#h$kz&bx&_cBZ9oaq-{tUzvQOySW~gqJ>@sqA_}62ZARSr4S%)k<>|vRuzk
z_?r66SyNqTSOI!ksGWRSewae!n9Ay_3LMPallo>rk0-G_KA_i9CHYWoD_uZ&_LF?!
znAbmzVQ9{WI97&C(M!2&T%mn9ZXz=9H5`+AWbz<KLdHTpcw8xAY+ae*yuCG%`hGg@
z1u}~X?`%EIdJ+Ec`@AQ!CC?)w%zHtl_*EYhYt-sUZZUUDxb*ZLnCC55dG%>*vM0CI
zO@`<#2G&0JK<xhab%!~=FlRduJOHta<Rue1J-U<+3U2}2EKfuLV`TXrL!4S0@H5nn
z7yK-k?`ac5yQ;47x?yoXkNS>3inbW_1e&)J6CzNjLa%x<MVgua<kwNe%H%O&0GZ=A
z*n-qLb&Kr+y|Y~Iuz_Ayo9FlW?~~-*lc~yr#T^wGkpLPWJj$`r!AgSrnY)bsuI?19
z!_A{-KZT2k0m0`)z8NxHk5jeE=u6n8(%c|6bq1b@+5(>l=|ALH`|0uVArlU}4pDGP
zoN93bN>bctPE^LR(v9BzVZU5ivCbCCo;l#a=Ma~fZfM$b-CU0e4f6*N7pyLe<cTzc
zNS1C(k)!u#P0cj{Qng$1C+D(VP>B|E=_sw6^+f@8N&*jJIqp!l@q?4NO}6?cJ`e2c
zL@<;fjB`lt#azrGI@g>8tM5V`9uU>A8OMny(2vP89<aAiKNQ(hOmBTklher54J~-9
zLYFZRj*JEN`D)Q0GT3X9&g<bKBr{sGj|jZk3}mL(#{>#3FmC*rO0sf3jU?(MwH8R~
zU0_5}fl&JnRRl=w`Et(mK)(^YmezE%E0Y4a#NP`Vf?DaZnODP}t6cMbq8dTY%r(=^
zyY%a*whGCIu35*UaZI0m89&NAXx5!IRpaeXYjHRnnt<LsYyGK+3m81Gk^j9R%RmC;
z#yv~htm5@(tM+4Up3eB{-(eRxFVNo&<zxb?r*58ODdGZ9_PqcaEQHe4qMkzuOacV8
z=7R%Maj0f5h3omX#8;}$!-8oF%jR*ywu(y?-hF&<{7cO-n7|f<8Y3ugO(BCM*q^v*
zqvWCZ63~eND3bb{b?lsZ0skAf0_7!dOHQAVy!|;n>lK+vj_-oe5@He^iD#Yjb@~q3
zZB#;nh@|(%T;slCLr{^AnlC6IHjikc4)cuHC!FR7JV3AkSR}esHhc?w5dU3%K=4c5
zX97hSlxFbAP7fu30}o#V2R`t6e6fXE+jP*P>y#A3iu?S_VVEXWqJqM>5YS$_b_+rn
zGDXHLU-Y`}e&EXR(dC5W20r`s=S;$zqQdx~tmfsK>Q`&>-GNW^0W1r1iL2Kc#<qqc
zxgSYyfDhoc(bG9@ctES8XK_YA$BijZ-NyWuT;jgxm7#A@7Cb<XwSAsQm4lR>JT)+2
zaQ8@Q>5^Ba%VZv;Nhf~?ZOrzVz~FJ$)353LA^a9x{n^fjKn)A4m(gX>h2VBR7U+4A
z^uCdqZIcJ_-TguB-=Vi_Z7DbN$5(VRV%|J+Dw1BRiqO(FkH#7<#i_Px4GUbA?v*%M
zEbxIclq!#Giz}){y=StG__ZmLDD_mWMSVP?RP7Yq3s6M#x*D@OY-1#uEpaPBg*$PA
zG5cFOH)4NJ=*Sb*v;DiadJ1+WM-JY9o}{H{;DfYJ%vA@{)DrxJ3JYB*B^p5AhonLD
zO4d#jCdL>h{FY|`#DEVApFpnZ*0p6vC9cSl9aePQ)YX|Mfx4vQH$Wq3sejlI>4$O_
z&n{evKuj3dU<44El6JX3IaZNcf1+R_ot2Gf?>&!;$T{Zia@?T2jW#h>6hE;nf7I6d
zsoQ<e8NpwB8{-0ui>_(+0!lUC<{gjr6!J|)h)|t4jeC&LEAK*T?WXaa3K?W?Z6RB4
zKwi8}Z(5xzyKNTD7`oWeZRgkabOYXu+TU%QCG{52qUyuR54*;D-Jdugcuo<7k*3xe
znp-wo*U{f6(a1=)%z|VqmD;5$uI4pcq-N^isg-WpMJjx5c^@c|fb?o@tFKx7k)!h2
zCp3|jVT~pFf5bmCXC!ySQ(?*KcAW&uk9&o!XLfe0jVuX%Xic#AHa8KIM=1y%`Az!~
ztxbZeR$!}%ZeKb1y8eL^h`f=B6|C&Vm3MN?AVSV0t^LgSX4LwOe56o8ED&C-$&6v7
zu(FYPBX}NO*4_<?#^FiA#`;Ahwr&@jc`}FTtpS!DDZ>{9?Q2G6{p#0yVgAJandlo^
z5=@9E_Qr$TB;kmTcAUT|CGjr(IcZ14uL1QWI)3o{Wpc=2EJJs}>lMuyV-kT$*+n@4
zakSGe(Qb0x+=S<fAUi@#z@WP)<ZM&B?BiC;s3>H&<U<x7%srPu^T!0thP3fZwFV)d
z3u-DCd!hYOE0ay8SNo}33iPbNDP*fIc32$YwB*Vvqf2Wniv0*3$(JM-CgNx0ec2?c
zE+je|ub9E(+32A_hjHdqBekz$13VCLwF1gSsI0?d8d8j`Vfqh>Mpw|evP7tZvAMO4
z_~LQBTtFm$mfWS^;1o4hffD7(Id;;QjhG!+X>@O%n?dNl_><OarZOHtf&j_Q)W_2K
zSWv)w*lMPXK*PLDok8h`je4P6W~?q1y-KT$|BcWY9`G*ge0JJc%^q7R0UJe4m37d3
zPRi&j{Npt9(z~JfMJ85``%pFG^^gQYp(+StQBWwH*#I#nT|OX{P*h7oZ0JT-cT%7<
z;;c;`Lb%8_zLwldXX)`Q1uJBpx7<DEUWzZjrK@P`pzCNO%IPlGx0eb;EmkFM&P`mS
ze_3No40;#(_eKdu6L<l5qCZC=q`dO_b>>Kw&YxzW_!o6b@1;z5944rcn|Yvq7g&W2
zR&nReDdYj+kn~UB^8C!)f9FjaWefi)m&spRA}X_dJ=e4{UU@uN>-Oh2#xKs9Gc|Lc
z{%-WY3BE+dzrP8do$Cg#?w9k*2_HX6gD~EQ)>iM}(5LzgL{aj<n;9ZlAL!-j!oAP&
zC@EJ`o15Q<p3$O-b?&%9#u@F~0}ru+BI0q=$Kn9l1;O1$hqRV)VZi$qXU|{X(iRY{
zNbv!-qzWNdUG_|4GWLNOpLlnHi6d&1F>eN)`lXyaLa>bBWyQ=NI!8G)``QnLLW#|b
zRev?4h9k-zA0ieFK7>rf_EeAZI;G=(t($V|*_DFw+{63YG7hKIzQ-#m1&x2~G1#VR
zUt|4tA;WL_n@nYHH!FjYK07^!_^yH-xz-?U{t#^pjLk}sZScXUq2uV6K5-}riQ3&a
z@?w?VesO&!H%Ka`soRsU#@tu~_S!8oKasspxuW&3_@XqjqZ~KKj#r=IZagIIed2F3
zVhZ0M;$5AejAL1&ZZbZ*{YgP0<dTnHqq?hn>59^R6m#-?mpFR_-$>Pn9gt6`Eb;KW
z$Q`YGOt$((BB6z2Ab56_-o!X9Dp^T9h#GTVte_qoV$JsGrTew55C9>0Tg}N;e6vjn
zHjKYkNM1U_$J!k0RFSeAwE<V=m%Cw_HOS$$xY>$b=P$C!TSzay%ib55Oi_vL{+9o=
zxKQ#Y(uaxng4)qp5@%=dm)l(7@KlnXQXh#bN&o6G1zp@knEo=BlHFvut@{h$3vMXi
zDvxX;EoTV-Ns$o}2Ro0JV!ooAqb(u~0P773OPkXfqFKX!%ALOr9(;q@o^X~F(8FOT
ztGL=KcDaR&?4myo$Acz-UY=KHNv+M;ImkyE^QNzf54@-USSw%0jAmoSv3aLc*%2dy
z3*R|M7b@jim+&1WS9yIKvtXA}t0wsiVSQM50KU&^J`y;x?5NN)hJ^=M)Urj6ReVn!
z1bltej~;Q27cTUSnEF;t>k`PLTMw}~`ZJ5uh(N{O!xhrcRrR%O!&gx_>d+$k0?EvB
z7G;L<B4iXDD_TNoz`=IT*NRBrZ1bT>Uq;OZ6|Y#ZFl-AM#Vs__3aD?TtJFHp0VP;+
zbEjb)j%z5lF9UZM%y{E*P6v~4F@#@yQ)~^RK}w_PXhtODyi^N;xNLq6Rxea3EYjXV
zYnq6__=Fn(QPt3o_6<D5wrBeE4v7pk%Ow*h*(#nphU@wl;|z1GQ9AD(5Qjd#MEfba
z9-T&$SS4fruJw(mT&DUF2@UhYeLnt#1{NQbkKxx$&kPwwJ3nuJ4p!Lf6;FAUE@r5a
z(7==D_wZ11B}cyzzV4L+-jJZMcS(<~boRS_m_~=a&y^;_zgP>s>T%lYrhQX9K_0O{
z*^=^irbBZHf(4>qCn8Uilb#i_^AR~nWeHA3MUSlxQ;xh-&ceztZs)%Ofh*@X=;YiO
zkkSv%f)Y{0$n0u|WA$K{Q;F}q)xWI~qp_*dotZXUqkEe=EP<h8(;(L^BS*^8lj!Z2
zT|ZN9X}RDZ-?7>yC-%<WmQt#zefNb{<`t*aF>joN>upho^-F~{FoAdK1Xo%8dVc+6
zzIMe~uMUyma{Cf{H1HHqOW2+T*wz;DG}A5v9gY1QGh~<mw_JAmc9!jjuFf(RQ7D%!
zUaqvu>vdD>cS$~+ZCn1F66Noa)VNgwuajgY7>kGUP_wf~c);OvTr&wu0<)YN_eu=I
z3g|^CZK3ePy8#@nOG-GrZ}5EeKS}xI<$rdP?fVRo%E9WIkWMwnH74aZMj-+9(i5IP
zdEGpPlWnn+PHxeq+BVMiS5+aIVeop5j<7j!kk)X`RN9G7M-$ac^0b$!<RW(yD1bHx
z6~V7U1sPnu`G@$gS1P|`s;0+XaCe$}LYO~<#c$&0gc6@83jiW+J<JtHu)}<*Q=D18
zvIXv~_zK8AGx8igR2_DRnbleATw~>?4D#1m$!nQ4qgJ>b*fghAVtJ^wJ@Y+|yG~m?
z&E5a0j{I}=?-1!byuUL?RP*8;ALoObn~tdT*t37Q7HIJHbyDgFRGh{%Ml(3%5K5fX
z`nt11?86*h(`Z!a^?qnKcpo)im@zPz`8Es9Uecn01a5K^aOAL1<r&yYkKrm&+b5Dm
zN){GuSj`lsjS?&1Mjt#eY)M7WP+9EUvLr8+{n_hRJ$;Uhks4k1#LHex<qEoH@&V2*
z*?TX)t#uFl1EbzDTlpGwQQ1ZNhz00{^A<C_KWrEn_|nZ{R^pI%%2kOD9N#S#q%|}a
z3EZOa;H6T2Y?IzU{{nen$qQ=cBjDgN0o|(Tk~$?9kfcnKXCe-$*K4wMC5JCMf(g9@
zUg)7H+n-~!MEH4@y6d~=n-=yA2A-9X-b$$RbFG7O^`aXZIWVq<UbtUmJ)&{WnxwUD
z^`yI?mk8I{{3*Y`x9(4M2=*THY-KsvW@{(yS)&Xw67rb6q{(iTY`3RM67)s|qx{TJ
z2y{)Ju;KN}7T~FJvU-I-z-buB7f1OBj3PBq#n|-Ad6~UTocN7xGIs=h$X?dv_YIM$
zh%(9eK^EKq^w4mpFYx8%ZNtDVmYe}JMc2;TIbI%UaZj8`GJ{e^Z?eFtz#;*)Yqhf`
z?`T{=l#=X&mncrWeq%M!Vm9-$q%&+fC4w-lhhWfUVsdO{y=;v{tK#J{6UA}$Ooe6X
zq;A|(e7Vx$8Z1}R!1mkG5u3U{-RJB_C5HrOh*-8JPaB{(GMbaLBPhz<-uZdTlRMg4
z(G5$?3cL{6c#;q|@%(2!k=C+;Ort%}M%XoYnTOfgW>B7fPZ6xp&#de6T8*;e9ylmk
z<i8W<kLn-AVtyJ$d;C~Y<<T2TgHFJnhqNDaF=;vec0%s7%I_)U#UBSx)gU$Ad)-0e
z%TsbAhRvdt9EP0p$j$1Q5f5DQ#IV@LJbw}FIYu~99LDoAewXl3s9Kd}Ksad!jX6Qj
z5&6;gbnl}qUeX~SI<-cVWN&opUD<-d(oXXTse~PyWeN`xA+Pd1)ma27gU)JRY`@tO
zcC*a)9u3Q^+jk}{ts80EfKP`sg6l_g{^m_zYJ+(Gl5J(`=ojnANyX|a);Pg*pJ@_%
z{O3ceU)s6_iM-$jPv+^u1>d>yGaAI{4AW=u!%UVG5<twN$+=@3;b50e(hY`sSkTLN
zM|)Pw<VIbDzM6{6Tf<`(AmKRR{+G#N{m<mcJj+1)0cDw_@u#-UAh)GPwqQ{d$$Y~8
zO_%5F7jNO{S4O|JCywlZ((m4*hpS#8VTZy{K8=?b&a1zBrFB>T_YF6?E4k$DH!_&Q
zVbS8ywnIyAHdg2xDJtUV*F0XU!s;z3S;r@}VY45&-m>YuY?yPiET7vW@fF`J|I2_V
zcHM;RyRxY#Ezi$9=8~9+8(K*<oz<O~fC91h^yx22xw<h6$!Du`zodQ8V`fsA4(YR-
z5*>hwE7F1=qcNAKKn0MAzFrR*oSo6(o##^hzQ{U)OO+Z;ql=xfFB7uInoW=TTaCTn
zj2-w};~Ti-;)clu5oJ^I96EfqhtyM;Z(g@@ST$#|F>>6~*UR2%u`k96`hz0z#+6cZ
zn@g!GOHJ}SQj=RAV9nT=?fuT)Ve>+=*M;d8)oe~#QDQe`=0w^kOZM6mtlPDP5B4u7
z8t=vac%(bAowxbMP-m3Tq)at?>0_HO(&?9{(Tb&4(`zPv=D6AT6*VoJ<v&?_DStE*
zKrFdGq?OMrfr3k2tMxGhHD@?<K4LVEdL`J`nIFV#@J_x4dnRRPg-^U)uS}p!QP3Zj
zy9Fw;@E|6A4>l{Dom-3kHk<54A~oqd#@P~+CjY(Dua`HNt6zZ0cyL;i*-PAUf-Ab>
zl{w!=9fc8@t6;h*-Gzudi@wOoP_2@K1M=w9&%v(+>uzN!d#FlEIonpCSkp8?uOc3#
zwBvpE>@{#>e0u8(<;p^zPVO!t_)_NAo?*{<sYmM!F99vKGDR*}{*$FF)rrRMffi6n
z|EEOxyO>m2pKkYg0gkFh3TN@BEzk+C2VK3GFsXE1pHEe%*^lr<<2^LbevEwuz6*zX
z{i}UgA@R%=KfX4|0pI7ta)#bt<sU?=^f!h6&s4gE$1sel)EyLwgLj2$e{!p-cuN0P
zYwnoe51#&caNS4&`uVDIB^PeiYg%uqQ`G&OV{P@Xekr<%4soxyTbkPs*}vt|J;gv{
zsVF2Dx^*?;s`tSM<Io;jVPkRmo=X(mJv^c1?}vICtg3b8t&u=)4FbrzFJQx-H2H75
zz*H@L5zkH=iDOy>*F*S1<<^34`okVbw>S**{-k@eMy20Cz=nimAT)-8K*$0Mj3tyP
zUqQKbZ#fW49Q6Fq?m<Ny0_xvzw`VaKR4~6x#|ExT5%fW^%J!#Qd3+yk%qEABj#~Fv
z4ro?yD7_x9h*2c3i`{cOu1I;a`ZKF6_nc_T-n?&M&XGS|^ZmQ*PiBH=vsJnW_9J>_
zyXrrqWy<$*L1-PONb@G&hc3^GKl1<fIzf<BsNd_zW#%I&HSTTd^k+(xjNOS=abi$4
zM)Gh8j}LyBDp4YRKnF}r6@U?l_ql06A+K@`%V^OIV$bi`?H&MG$-_Gg*wE1!-zZnJ
zX42q6#k~+W;-|rR_XE$QoJ;)Sqxj?DoZ(1Rf?C65HVy*k<f6@mdd5ziF)kLkkfnY$
zP?r0J;qZv3DocFk)f_?fNLDbpLKw$!7ZLLvEp%6e`fb2#luDbSWJ<YxA<UvPW%@D^
zK|UZ9meyR|H-RI3Tp*#1@B@AV6J8_yjj*Nnb}J%BH~dLH^adk#_9S<PO}x{)82adw
zk43@~MoXeg9i2#QLz8WA)%sMF3vxyXSfb)^2f<4p-?s_7Mc>&>!RLZIsibar&NX@p
z7_|(_SVE<=UTu9F`M^^JUa>39z4;`M)$3j%p3AYn4foJKw)S#Cz8%A7xU=qI_L}A5
zyXEo@XZe3*vwvipTZL5)s_ftt;Qv0V|Kox?k}*A^8?P!4LKK-L1vHeGa&(tUvS@|w
zpM_R(77U0O#0ql$A9{Y>zFYpOz$<7AFkRrQszj#ifV8K|&g#BImmt^CqKV-?D+fO|
z11B~7AH==`0bn-zlKcPqIXd9&hD*NGbsryJocCTx^|0-0*niG~s<*(VT`NpV%PR#H
zES%cG0;Gn`ea86*=C1!=P4NH!q0RdQfWbtyE|X369Z!5T4WF0RjsukUq~6vrQXd}%
zUl(<7ZsmS2dCykKh7gOvb4v$9=@V#BqTWS5>bv)FZMI<2%BdgFlas^S+uN_&*Z7(4
zx9_oe-yE5aWdwtqHP}2JdS1)Fk7<g7|4hqdN_PK4=-Wl7NM#$2W}FPal1)rZ-0?kb
zHcw+!`RaQdCo>7S9yJeQ?J-Pvy!WtXINTm7v{_uA5)u+>YH6|hLDqa+^ZJ-_fLw~F
z1w++2EEH|+*TBXmCMHZk`efOs=Vut#j`JP?VPkLadtxG%pOD{OGm7_6N_LBzt5g5z
zsGQDA0z>LQ5PdL}#d2t=zdy9As|(%uKPbHb0YJqN3kz!?hN$H5XEGIoD;1g!!*i0j
zO%$1Ns?B2Q-cWYDhu#G_P#w^aQbZ~tDLK+RCmeD05zJR(F$lBD6_#8}{K{fy?4Q?N
z-fn6uXdA^blb8%d|9NhP;p~F#I;>FQm{*5C+N7jpFyq0~=8awJ>Iaok6m!#}4p^eG
za4PIrQ&xxYR3lCjoI<gks9SyhvsI!Ce#fB=x1fKZJ*jNnl9w`BU_;MvMN%@;qmHJw
zt?!rrLh%17A~~CmZLku2GV>q_$ROJtj1l{+^bk~%(0;oLlSztrhQSB%Fr@_c`QLg<
z>lM%{_wp}#$yx~2V|4#(P|+Un#aqR1qJZ&P=70JmzQP_!q?pWd>g4~E*ry@@2phvL
zmwg@Biki#(-|CA@*dSOFwp<=y%cbVp{NFdU*nuy)Fqehm|7$_PT$b?v_%;8BhgToj
zWP@?`UqxL%R-<8B!pRs5?e%$vEQNleoO&x19_9SoRyt_G(ALJuF(KF{7^^QV+&2+C
zt)2DwJ(nt-cX560f2cH1YG*%j=l(tk%TX|MulfrY-$9GS&-aoO?pPv{ug8-xJy2^<
zD4g67V0aP=<|mpBYju23Z7-4{wUAa6Fn?Ftv+tOc@)_F!Uq~Rq0WK^88vG#>M<OKP
z%kg<#^$&7x-B$lCO}KQoP4Tgh(>YPxr|IyN7800ja!bOF<w;5*yyoEn<L-Muo_&nA
zZdpQ&77eyvF#u}06<G<gGZy(ia&O`%$@dEqD&N~ipWG_RF>OIF<Rdy5?X}iLr`8|K
zHrYbgt;wl$*7}rIcMB65`UZXV$*Zsj2U2-JlCGVvsQ>-|MLyuKh_j2Gfw99Qe7_tL
z3g#O35y71H@GnJCcgmr{&O2k<Wh+f7x<!?rFOmf;EDVeeSsmNr@fI7OsO<HOU6-*K
zs41gM4()1HB1s$rR})XpwjJ?@B?rYfo%`eU$Q2`3*>31dZXZ8kz2M+gmb1*koQ35A
z3!<*Xm-lHZjik@NJ{o?h@0Pc|M|Y<Q`y?oE73`a!4c{=N)d3{%N(gm*7~BE5l8GHG
zRo8aD{h>`8{azYLo&qVuA@i82WU5M5*s(1TwSp)0ZLt2Jh(3G(DlRO5$;+Yo5_v%N
zSjs>Cc7w1$YxSDEvH_k<!o~+uj8KN@)ADf@GQ%$>ZsY$>m9!@f_jQZ6Tj|Tro^aIB
zYqtR!cynci4;*p%x?2iXPQ9VC6o20A=}30Q7x1E_kc^hz{sS%k{TNmoE}Qp3>4aEk
z^vtLipV?S4CU>Akh2`tO-v%0GRK-T6YL_jCFf^ixA&`ky)5|Bt&EfUp0>RVYu0<8$
z$rpfrk4INsKYBaK8f87qZ@z560WSxiYxop^cct82o9f7?6XMmb1yBJ#AG@O`5uX>M
zoO>3HG+tRUJNB(N%!V^Z=>3jv(f9X!Y{f0TD{p(GG3?DPjZH2`q)~4XP>QYJj>LUE
zj0!#M2ea-{<B^^gK+q9ahovR&UYqw0eZRH00KsyYk8X^rAzX(0d0C79JEW)Jn+(FL
z|L{bm071TH{~h})YtgoO7$LL80jWi^D}^pznp5f1GvAu;dtdBJtrpf{32JSHZgl<X
zl78HGniXcErT%H!#&6$p*c)5!E%PGMgtg(5`ZLE03?oeML^GcAsK~vJ(;ni;TR8-c
z;)%joAqlB-t3$4o*P2Lu?#wjx8&YaqO|jRb)`iZobjm+9$|AX8Ql%CXU~j#>NnUp&
z_VmTCyw;Yo=5*4P@)D&QYq3z1w(ty`i$6as=)jZd_RZ_ALNO>w<h3GR$Yv~57qs$<
zC`1?AcEc+-sb@JPKMwg&yS<+jcGW9onB}Z%7L)Q+=Xy+Qhom>3Ru_5ixc)fz)OpH%
zA^`SAQ23*kB)H<TYws3>47D0QL~jr2hKevjHiQ`>KOK99kBB_^%vii_N5-Lyk>QTC
zV3MgGYi8wU5Fd?nZsumn!fyqm7mU7;KErM%efv+62NoK6L!ey$T=9b`VJa%4s*h(n
zLT|ApweE{-2w*)BoV^69`yySY;#2Rtj{q*C9AdqdRKn0HlZ19&7&M#jU}w!3#c9%A
zxh%fFMQO<iY6I5haC6DV^^;>!jXaAElOqmg(4qS)JmRH((95HQV>YVfNn0-9*Qzn4
zw6CstQf~Qq=kGScL(u(a-U%&r3AXK;330Z#{UEDDkm!HMrnj|M_?iEXs&*L{`_@h+
zGKp3peX7XStdg>5G^u2?kjZ0Eih;tz!{c-IuO0FD&s7aRDYRL^E?RzOakOHJNcW(X
z(`RBuj!F~Xnj((kuBy(jE#gQu8JVDhN7RW9c^{I}pzH<P`9OoqA{yV5gnY)-!Y_)}
z?5WR*YBa=tcltx8DBuZ@?uD}ReFb$qizhwbA@M|M;n!QqFWGXOczr^6tNEDrj{}NG
zz=3xNPBpM+ESDZ+1Ox2ocLaXaW2saS9L5hul!wiA0DsbRkS&buGulOZ$ACLIXoEwf
zK7e=5OD7i0d;f_0V6HjXqE+SK|0&>6L1W^hK-ZUktCXb<%8u@eh?vd(mg#8qazpLf
zGG5@>;AICXSVOOy`%rY?#VwsjsAU%%kkUm2(bRXKdyYEY8-uf76T0Z#Pof|yv&mDM
z%g$=XPiS)gGRHGNxXETGeS7@3w{F}nqNnLYu+Guu((lI=fJ*{S{Yw|Hf(nPBs(Y0?
zD9&^bKQd~C8}-&m;BOKG19Boes_g@Ms^r?v%|_Ib9bZzyF16+Yrzz9{{h#>i;bLT;
zol>Y&lBe6ePfX(Q-CK;M=J-|!o1Kfsz1nCc7gHpS^ZgX}n?XP4``NybF)i)i<@1Oq
zsGXz36Aa%Hdy#{$xU`la>EV1+#6x6oMH=|&Ea;YF$kXlnb|<K<qcJbuX;0Q%(KzXM
zWs5>jN5*{?@!zXpdoeih=Lrh}ZP?Hl#X8zm7{5&yAf<-7mYQ;IZRbdF+KMqq18#CZ
z&6#sQUBmH<&h#hVu~hv76lMiqXknXHu7!3gtwQ$;T6KYSA(H*<M(Q;Ltt3J9)#N5U
zdJ|KP%KvI$>_*QRCwxMiH~oq7_BzPUqfb}M9=EH1!R$+!f?`C5#-;=IVj2!R6DEN5
z*0H(f_8}7^#bG<=GkNLanvUiURDf7hn;&L93jPmi6UAnNJ(vC5#IO&y0;r{C5fU+*
zS*_RM-*4Ab8wK1?E_?blI4ujm;=HgZPPfZbPwiHYBvqt(Ufg|dWH~a{tX0kj=_ENm
zo*YW<bJ8NBRuZV{%qS69@;NchlK?I^ZqOR!ZA6%-U1kW|5Uak~vRc6vp*KXANP8jP
z6QY^lhQ0^-dVHU5HCLhVf5)zR(xuhSE?m<=1YG+Nl88>q?inVyDk+~odM4w7bHZ+n
z+`eZ6J(Y^rbx>G%OVBStiop4<#&iB-@o@))?tD<G0x$%-Ps@g$Mr1~FX!X<yfj=mI
z1zU**@vWL;`Cc4DM=Fx)CZOBi*Fu*ZRi>&D713N;6H6gyKh-f@u0KL?<f;$v-@GC~
zCuHsI-R5-%16I77Ha}_TNqV-MN$r?jv3O-kL9h^_kRSF}o>8S+b8HXW>c0Gpjoz3L
zk1y7Q#QMHCI`ZEe_>3`ThRPrL<Zf(B4Vd{-_!0x4xIb4cmr<O>7zk&dG8=D<zuza!
zhA06gQi-+LI7^3a*x1CEsaAL<rsCYgv+*8@>T#1{Vcc9dn5Hne!XQ{u({gX1Vg03R
zij1i~BTLGRG!*hzk8|8m^g+IYk5%N&0Q|lOp|N>~kwSe-T48;jl(&?sbI*D1O~Ncr
z)DKqrp*uJ92rXiFKl;ZHC$0cRkzSW1=GJf?=Opo^2Zxf&4>k1BKS3sF6SWfMLpmHR
z@7CF9_7i45jWQ}M3bJF*9vL>@vT;4Zijlj+!dQgH2}N&;Q1Fe_^UWe*8E8cP1-1qK
z3Ns;gtxqnc!!lwn8w|S*EWx0qgt1m8`bYQ3-L(c8Y<7*WW-B60pR9~~n`<k1)c2?U
zINTv&y0O0#T$XFCQBO<y+bwuZM~~#$5tV^!ISjHT<H3s63hOkIXhg=(FgKdg`gaz|
zFuITpgLyt(05&e2eJPI1S)GwX>uhueyQcslL@9QP{d*8Q#jSshyAlpoPk(auZ(P;|
zzy3wuyqV$GbGQssjkwlLX@CsLmkdpyy-mL2M=__lnjM88I_!)*ys^_PFed>+^{%2W
z0r<jqsOjOJm9=W<VGl`)thcGo_zj=@)K|z$B=hm$jC;_a(+c*P$I$}4Qzl&>+F*vf
zR;>vIa-{3-(RS%_6ykhA^A-ldduL`g-J6Krvsv#kZD1%e)y3DAS2xAxQp9cF4}R-C
zu#g2;aZ2~^wgqM5omriCn`bUVtEpL9*YJ3IN%hS6S?za?f6NEw1cw*ZG}2P+kjk*S
z3aIJBEI8bz#vM4k8}49;N@0ZBh1H3W7oolJo-pQ9DN@UMz`iA}@$zdmZ6y+wp;%p-
zIV~=S#RkQn4lK2@Di&`)9Yt^!jR!&6os$Y8qVvy9r<NVT{<6mNV-Ky;A4;$(hPmKJ
zTO+?wwJiJ{iah!dm?D6%D3O=-7?d6gi@uBlCsUY2WG6eU^U67+ikb7)G^i6rn%#$5
zwhMxmzgu2@hzqOT>pN>2^*~O?PiS4T`$Ts8yZ0+Q0RiYBH3orE6@!0TnAy#Z6Vjqc
z)>w)W%3wof<Hy-yf_|Br45z;6zxP)hL~ZeYi{%Z~0&{d8UCF+U8C~W1Iv<;iDnG}{
zeTkI_c36M<(mm1$;@0KF8Qvb<`2LlNeFbK|B5il!1Q;|Cb+=JF^z!b7+#`DT{G>E#
zI3;x;(cN%;?n7@669Uk$qfC*2WGHaoKYqB7)mq%=_oxa$*l}aO7O#n>oV#B^`0pZy
zb~5`w`4DZE>#!r{mra*==1xMBt3&Y>i6|cKo@6SLQ6rm#P)~OkBYrxQHqH4m{^Bq`
z%?D}9pA;T9?&zqfW8YXGOkquGRkpT8uC%LN>X|GD{Zv{8t}9QEnefxuP=86TUUnV8
z!HxDv7{TgrZf{6JA`GrlKD{30xTLi+R5%@X|A6MSxt~bG%gcM#!{g`~gXCy&ZZJp7
z&TUv?vh`V1O_l6Wz)U>82<cS_15piUcxTpkn4GZ9R$X{TqF;u8clB6oxR|wgG|Zb^
zB4&M+X=cbG#H>h*G6Pfw!n*JvjX@zY(zWQgd3h{2c<eIS=k-|WT#aR1WLLIW0i>Mr
zO|%_Lg@S+I4Uyakf;Y0{5K4;f!LfFX>&;;U$z^doO5CVZnaWOQeiJSJ!XD9RNT&Yd
z$*2`>A1z9|4~}~a#1w&iThYDyjS<>CxrzLYNkkO4>@8gYMLnc}%fDRIg)*q%UuU$;
zu4`X%$6lQtj1yL1Rf}5#(>P<M!;*FkCTEZbx~}1GV;pOXb__LtQOj_bTSL7DiRg!C
z{x$M4O+5EG+^oSoFP<~Gp6*{~Un@~p6z!pUx}N0V!@^>rMnh_s*nnHat^8~p`2bs5
zwo7p{fl;u4UI}QNUU1O~4K~7swnv!V2Br=q4hBP<3m-u_iV3()eYS~R>^&2i&kD;4
zpR?hTiLxXFd9t7iIwrQ?WZS9nK>vboq_pub-6pk1N*XEM*CK%R8e2RbIA+oEw5o=@
z?#F%O`aCO)*B%c_{z0}s#_)AgEw1Cpj4e9MB{AMknf)Bk2t4_@+s6`%0fU2fy~<(>
z)l7d#T_z%Y2#?96fw_+lC>wuX_w}`tAu`P=wGJMKgOPKVY_wNW$Qz&o1)ngzN6bPl
zy3vK%sK0uh?8(1W3%phbuCl7LX%t)5q+J<LG`N*H<OpkAwQohTaduwgkj7DrZDxZw
z@;hRXng@TcBO4}l;7TQyyMthC&`1Lpcd_}^%03ll4=-B*^MLvOe#=e~vn-7(Y9NpL
z*U70M1MLbj$6DRF#+kiMkb-I&#pqzP$xDL?5X*GO)rK6A9bd)AY2;rL&`2m1lT0Qx
z$}#l<M~9BeFV#x<`V7}Q-$|c|b)Wl68;J*g*19bCM5p%Vt#}XR6ngqJC<jr(KpwBN
zVr#g!4gO;>H)S@6**wc_8g?O55R(0)hVq-?iUx_X>FC#pGsOu0q%pI8Gx%?8NEC9w
z#|p!SmW3Vs$6%zm?cqRzpgTZPFEDkh)%z2YyF_5~Ng2il?YL+3MzkDu2@6TSTe9+Y
z#Zq8{-s7d*A}aQA<E=nX!B6bBz{NCMg2asMojE@XMVF=ig)t(6Tw5&Y<%!|)RI0~)
ziD^pSn=nC*^dx7J%+zMfJ&mT5j<G%%e~gNT!*dyfI?|bXsFb)}rjFqSWrpG~XaTqB
zHuKLOZ1`lV>WCJrM^v(Gjr$+oRhMP_9Ad~B99Qy5nYY)>aQqBy1(I_P!*jT*Qr?;q
zo93NMel(EoK1(UD`d2G(TKQ!6=_Qf0x^-N+cora?%?Q8c#M9sL$Y6XdCd@xZ#LAH-
z{mA<!#;XyZD*TKO!y{%v;k%92*R)hK5r1^!U60yUeU)-l#=lEz7z(0YSikp$y;#O8
zI1;GjG?*v8Lf7YWj>5Ly>DsW_<Mw?j7AQsl!%Yh=ex)lJYDJj#iX0dpdmlYy7U0-m
zenfziVE9dYTW~s6N>9p!N&9@<{}E3KZtTA$hED*lZiv=QB|PrEPVHVyUc=uvxZE0s
zn!JcGeGuc~f>=+ML0r&EJO^1}f3656Tfj9>?OK#}N)y!i%xUKp<-^I=#@`-(VIG!5
z;4Ymi(k4!Va~{^eN^kV-1w}`<KW6lnUhmg#*H{bQEsSoP>XUS^S5acu$pCqG3zi~|
zoovps)sFRraL7D*C55ytirF%tAkP8@IrM&&+gBx_>R8YGLGU~*M*o)Yupk)rq&|=&
z{TVnAa{s%<SMu0bKrE2{X||d{uf^?$SR%b<TAFgctj<gGXF_bzO?{3145dIdC>t;)
zSGFvXpF8XD(AzM9nL^ARh|y0OQqfDFI8cX71fb4Y3e}E)WRq}?Wu{ym&xKF@+8REQ
z!Di$Bk@C!?_q9!2jP?pCF(ajGAs_dBqUkloerpeO7pHe9r<OJt-OG9V2ZQ%Xv*VaV
zKTZ|CV&_M!Pc#*6vD-7N-qAVDkyMR6ysqc8^>Ue@-;f;GZt-QJoL##+oZO$IY(^2c
zzNM=hX?{`ofSrNC)+p}}z52L^%#ej-MK3_0wt7sPx}hbw3cE~stL;z>cJID1QEI+M
zW&RD$jFoZtsyg+f@sv%bIw&+a=Mz10)nP)gi&A4mb{TY+i#iDb>}|!EuhHz>^zbX(
z!J$iNT$K7&9soF92AKc;^X{Xpf}d7taZ;BFu<icix@<6`78^TjFK;%|{bi$xYv*3b
zf(*p_X@)%U&Fa_st5-v~*!Vkzw%FCGPUFg<FRK}uj=3ZXcjY`b<?47*F1T0wXSxFN
zfJXn7^XGx1l6n|XIhNhTs*vU0c&-_Bc~^g@oP|dnI@oAaNxt!?oHx<CO_UFcxmq!0
zoYKzsC>ffMeRd~gZvb#3D$7P+EI;`OL;!~Q9(;z@bWXtZ!Q{@Sz?;vxT8ff(KFk@-
zTVWUny-)6Ecj<g!LaGjQ^vRAS#6^b20l!0qt((bD2Oe23On%+c@$qvgkZ?k|h~6KT
z*jVe{J2F!BAS4{DlfD`NEbx`3w|G9tNKf(4Ln>;T#nGsko_rgnhtF@VASsn!<LwOe
zZExmWnZXfSxW&0j4_e6~{HFy!VyF<UV+KH}^oPrbqqt+z{WO?^f+n3G00p9JhRc)`
za}s5LoOkV33bs!C2y>+va~C4zxBT?;uZi^|Ze&CD*fKKdhi)Eu6QZ@PH_vwm^b3_N
z#`7w`5^$)7YT%wij<W9JLDHUr(^Y@VEMYW)7i}ilM&%=ckQGaL%ciq1W?FrCKyMEF
z@ohqyrn-f}$P4zXj4z%CBW1TqTv#&4vQf%hbWi<jo@B4Ns{LFn^QBVtqdu91U_pIZ
zS^dA(6^?MzgZlWN+Q*+-7v8-E+Fej0^+Fv*mVT#Qm!=?<pbKouo5#i*s|T~i{(A;e
z>uhWB!^Q6^dTwkD+ZZ`*KEm^pmy=x7MOtGm3a1<~7-vn5JznpSJlf*x_Rb5=n$9WC
z@W<9D&v<!OMX6o=rN1Reu)zd?xJ?j?ECCRi3@dI&coQJNZ)3V@V4bGcDnK<pWtd$?
zW&PNO@df|3A#MA{_tcR5sP~-MH@z9hpTb$&#7eCWIub%gZt)%EgKsZ29C#NV;9c)e
zy}{-PDOg{4uKUwtA~k{HarIXSgaYowHVB#yS}@&U`;SU9)dMy2(k#I`yA$x13Zr}r
zh7M7a<y)>EvjdA$U{E@tD=K87>IcmJdEz#QK3ei-IH)(^o@rhw#kL$w2~o#nIOOhS
zEmX%J&tpN1ldundrw;H<8-wg9AtuRfy!?q<uozd?^P%^y>hd8RqliGljMUg*sd<&U
zhkj&^%r)R-f1ex*SjQ`#ubob9Z|zSH^nrPY4fl-qI#_}Y9-wzKEsX*$F!hj^C=vo9
z+eF<!9|D<dg!~fo3d_vM_1Q}ss3L9Z7hDA5{sv6fv8u$?FKVtaZOzLtjZDG>8bqKr
zo5LXm2@n_KOfx2CxEtD@t?eQITJjOVgZ3Hx6a5e(SG))6g1W$zheVk2@bV2(0Bg!j
z4=i$in@SpSB?6Tyij5?X#q{LUx;|7I9cE7DXqCTt^LiyCE~1LhOr>p0(yisFBIx7A
z!X@|o-V5+nS1VJb%VaJa{!^lQ2jLo^d5E@ORvqFfdlR@aRp6p;&pY_n1qFZp4&MD^
z`|iyg-pa#rJTw@cgL)iu_o{8YVpXxt6C;A3Jcz@Vo3&{}-;SC@CqAr#W!=2a7-uw0
z7^}jY%THiplIB>_ts>$uU+E{ly}w(MPG5i(-uZ`5odV6j+4tb7-Mq!WCGg?@`uX8R
zeoe_A%9Pdgu-QYVwXO);zgeEkER?gtX>Pf<e&C!s*ptXt%sT0-d^cXLT=+xz{<>+x
zcl|Q8+*T|igCuA={27%26nce>1s7Y}#LkxXmrof|^z+k^5AVWHJ_0nRzpI;w2Qa$*
zg~ENRYb3))>%n1MQDGyXf15+T>d;dj8C+S;oT{h0T$DCDh%+nyeqcxLyXAl6t(0#I
z{HDd|w*qMWx<-nJ58j^EEOsaVu?b;_c|Y33e0;j?MdSm^dy-vyv-Qs9g%(>Pow=$)
zXHUfa8a2bAHl`y14-AMY>Dn`2#DMb|hxtqLd$DQrEY!&U!zIFB+5{gw<R9dPLF-}d
zrgkMx_~~k!2B4yTgtbEV@wPOrYe{Xa#IFbVj!=W?(6L=}PW=~gRbvcdd;=_$GI@D{
z+`5lZRNMC->CJu@ep@a5z?_^cJ0%5ymQW@~F<c)0kk&}sf1iVawfkk=7@3`i<kbjb
zB9E`3;o8Tm=O%fKtAK1qD=;`m8Dpu&EiA)6tj<)?x7K67IGs>&Xda)pwb;F%RL5HU
z@|5Ywc3Mcyeg;=Sgwx-b|9LQRBL6P%%69{Fn>Coo;=^~>7aR;;carvi{K@A0rH3gt
zYJ9bDCH@E;yajK;bSud&sQ-^WkSbrd$Wd8MRt{q9#U$IXW|d@UX9JA`QdCLXB-$)x
zifq@$^~)mxxpA2J%2?kR5q_rQTPVA&VbYG(J34jN1sA3Qr<c)*>n&rIfeXVK?uXr#
z@uFoJ2i3YI--hgb`;2Rw90rA5*z4kGV_KeO?{1M@J}oSq{{zpTNTts3h+{h_O-<zW
zg}DxuBVhalGhtgY4;gJ!^p?q`k-uwIBbOjJ^;&p;`V2o{-G$Vr_#T-I<+G;1Rk;qG
zpqy?W1rO*CE0gEN?be7(ctg}WKv=w@c7bP#`O~1^;eG8F3{-3_OI^>8^EBU)9HKwn
zKSbd>o-c(uKp|_UTwEn)QQoXP@~L2i6eEu-9eE@al?$AV;L9h?r-3IqF)RjI?DX#1
zX4qs-$0Dc<qy#n1FV(S`-PlScxl>9!KWl&FmqD$O;dI<_FZ|?Kg#Yj6A@4ABJU{zL
zas|70jUD2DpS~Tx?O%T-G4;ptM+Ve8<3Oe=%7f|#)J;coLZb;d1{Me2aZn&e)`g{&
zK&0ah_??;m9P(qz2D4Kq{ARVpb(`uChYJaem4D@6frUEo5|a^jeSExc|NZ&i`*a3&
zJ5)%zwGHDL3zCUtUcrPV3_MZQzR=1&TroAJ6?T_JBOAZotyi<NnH0LXt4F;%i)_%;
zv@kyFKmZFT7Df)-_7K<Tq^VR-uN%}&g62|XNdIMCU@?#Al+zCjYDvSQPN}?+0GAw=
zjc*U6?ajG3yK4?UB`BJxN+LQr=ptel<7oP6X}jQb@As2P+p8vpHYNg(#gje{LT{4T
zx$_3bIAHtn+nrg}QCsoS>ZwztBJ!Sl&SM5`lMH`WI)D2Kf2DuC?Fam}zeQUKb5p%N
zv&8)E!A=A?Nym@q-&Z!XqBw6s@GY;nz+dFXO>7PntBmdr2c`)>KE)93)er6$XhJ#<
zg>`?E%aAZ=Ggufn8{PO$FgHO;`EGe_S%8lpTlr5cR5OakY&_!=qjJx-D}S!c%C<G+
z6gJj<FxQ(xW(|8RaGM<UL3tl5y+_VG#Z#qa)tqLTO-kv9lemEEas3X8J*o+u1EDnh
ziX&5WT@!_5efOjnd`}UW)B(@vuP2}Dgy(=FeUdozp#Fdl9B7B1Oq{kYo~nBI=7xSQ
z$;G4lCIBJK@e)_?5kg_Wk9d!Qwox1)Who**Wb+3zE@zZi#|tGI!MQsG>8H=E1&O~j
zI<k^R9J4F;`51Rl8s8>DdnO9qHFMb3lD$yq_!zCW8{!&yuC$J2yut?zcy{|&u7GlQ
z_0f4g$*VTnr{Yy(8#ilq(-$$-mVDKH+>?;8$R7U{#f&t9L?#UjriFoUh|@1iEXODK
z=o1gpYj~<9cdg|x45LHlE@i^47sSUk#ic<csvyAP`atf!XY@yxorU$<^j1TR%cJA!
zc`xQ#bNOOVB)H^s*(u9y#+0hH@6%G|yV7M}v+a+J<zF`$1y1the5)o?2QBsF17$Xa
zR<KJxLA|41Tx*Rr+gOwmIgNu!(9gVu5L04ytx0|JBT)_4!@~-BhJ%mq`>w0_k8o}(
zB2B(2XB{v7x%k$`GDe<QO2ze^lngX?pm|b$64G4#xs%23Cv5r;p{%P1c1+F(@Zs12
zPn@MS`bMS;m2;DTv$ok6Bei&{y?#MX?xgGjM6xAS3+QSebnbu_&*m^auDC0g*q7;x
zDoIRl;C>P(TYl-Y8qCzrpq*f`4h|*9>b;fj4cc<%&&|88Qcp`J1$U((Ol^2Olg!r8
z56#%ATvQ>wh+O$@g5E4ymar<e$1?_uQ-zth+gUP{1ZAsN8|dEcy%xY$6aD#uf4XC_
zT-wqNwLK>AmHVn1MS#Ad$i4FIiVya@P6=pW>vl4#ga*djKh6}$Z63!T%FDK<UF%@F
zfaNZ~6X$ZUJYx>b2tiEdZ<!d@4<VZBrZ^P8vbIC*lK8n<!=e7RdEgyI#iJ`M3H8*I
z{qcQfe~vCIfx*}TqateRj6DWL4)Sp)Tt#o0$<`&Vgh2*o);Sk~DC%}fZSz6Z*}+Ya
zmvj@)qkmZe6Bx%|FSb`6?psu!B8u@jfqRUn8AGJ4WZgFhV*f{JQHzI7_6Pp=t)#mT
zKj-gI@RPi-1SN?LzXrC^qRO&2U0Vhf0&$~EASy^@^}@+hll7b{z<v0)P8Jj~TAt?D
zZe->;E<h^3d@jL!O%Uo>k<mAI<D&bx=~ceTGaghN^}5nl6nAgX03LF9_GV9ISZ5+#
zHkHER$<A>WZI8{f!%<@#X4n=#3wIU=w13>7&*~`HW7338jcGcr;Eaq}A)L}{?$O<1
z^d(GjI4Io|XZS!E2Osw_3JPeUl*#vty!P)+R~c;ff`GQ^rd0p53Dt&gy+fAwKOT<=
z!5S6SudzBJ)lAnuZ#@PTcAJ_d;VnyYO)=;1x1C^~<`?KKuvep{kJnDwCELLT4L#0A
zSYqRv{q!*LCVt+M5$T6MW0hu1hls}PZRA&2&5F0Ri_Vj$q-|UGwLG2@t;0beNQUFV
zA~_>Ao)<>;$uQHQDopBddjk~A-jgbz0dYL&QCqY6emfJ=te0n^h=_cMJhqtYfGJ9b
z_mcia#2PVlS-w}K<+?QAqs^Y2PlDjrf<KI?tQYBNYPP1Pnqr`x_9n<#(rHTQ!jsz9
z9KkFII_A6B@YN_f?bW;bWvuXEe2nmIKp`q__iyE2^-#`8AnMxl#`9m3A?Fk{yMSZ~
z{fE~_ld9v_$}`&T4GEU|hWYb^)GMnVd^b`pF*Xh?`j5-wASK@0j~`!k&S+)!Nr&$J
zTJeqBg0x8N9L&bCm>HWPbCS#WS>`y0<^uZwczR?n2QrIy;R`{Td`>6O-cHOU{^PbG
z{C@Zp7P*yPSbJ%^d%HK9Rcj=vIJK#1mktki)!24+{7UH&y%oKKMl)tc#d8;Mv#7yF
zIj{e*(rcv147{-JN=gx(!sfrB0>AYcq&ov*5nNbxpzu|gul4E^tE}`JTTI_ev#U?Q
z=*-!Qm>z^^%{BfR{9aKskM$1aY*_*V<ojRDon=>CLEEK+dmy+r!QC~`K!D)x5(w_@
z4Fm}8bZ~cfcMBez;O-K<afj(VGwYr8&isHGKC)JEPIKx$T~+tK_LfK;6WbZV(VjN{
zB&R!OZkT$c9qz1K*8eUh>OI~s8dhN#7mKuJI<-e&gF{_*^K?Byv51A;X$UL?moQz+
zM16Fw!mcw2VVs~2f@yT&(nBt{xcEZrTMuu${ODYM3W`W)su@`h3s*?4RV8(BJVZ@F
zm9Eh6hFf=6p;T1=xJ|kyb)N6ibW$Lv_4BrSskY<BxoF|!iwYOQ(&hF3Zi^u$0=o5q
zsG`qc8snTyHY-ba0_os%(x}d?DQ<L~xv0@Snwl5zqjl5s4~Y7eR<DU`37-oIgLHf~
zk#|;CJB_swD`Z<NVs})b(mvj^tTWVF8A0&sZc$RZNI|^Et5dtl9fK*E&Ft(azBWl=
z{v!EKD~`uOGV8nV4(G+<pX6|P2Mz_zXlyiDOwL-|cR9EV9P3elm)=@dx#%vYI?2Sa
zyey?_Zlp{LRp#L@+{6TYgVYXWng-qmeq{(@t6%w|#E8D=RICD?%(j6^<0giq2K_fb
zqmv?I=u+3Ij=vt;Y+f8rsO<9c<@|2>pUUsv^^AfYhXDq?Du8$9c3fjM!m2<(0IwB0
z)9Q~yIjAMj9xA>9`ERyQ^6U(cNa<(&BE>4JcR+HEYJC~>XlAP^3tpRr3d7nL_Ob(f
zjA-Ea{nN#hiw4sRe|-UYt3>Pg*Fv<b`AV~gZG`L6Yy!A=y=w!vo0kTpMAXU1ua>%F
zKU|lX*vH&?payz9?%FQUrXj=1FyLT{yq#~~1VV_9e><m`0);P0tAn8&1Put?Y-uEr
zS>!1WPHCg=Etjr6<~-MPr%v0veEfGOs~#kLPyRXLI0&LW5+&x-EdrE{aP}SzzK}}E
za1x@LskUfnbo3WGNqxhuhTj<&`REtp_7V!s%B?xyE#CTbv*~88TWvlwh)J$fj*h(h
zxJxBJ)|9oCw5_dqOlWY1g>;%3hpvRikPoUoWtAJXH3U7nExVAIbw=OdoL@~J_LXr$
zV(wXAmwP_OH%2ur{i095S!`<QJ;i~^TccrWylF+?%5@j*0MtZ(>*mhM35F>eB$9S8
z_HT7#Sk@$&yohyZWGXD2Tcm&mDDhgcGD_H_Eo=;|=wJbFnO`FCaG%VmBPD1#(^r1>
zP<J{aR?bAeeN8bh(tCjVBT8X&s_Aubb@Kno!{n*k{q_4-#`WO-qBh=6HREV2?;nG9
z2(534;4CXvs4vN(Y7O=Lprp3+1JPcdS7}$p@tZ1Ipi}v;frq8wEuLFcxw1K`b}PiO
zXqHCLgW(%NH9wJvav$`qOYcgxNdpuxhmmi^-;`AO#5U(^&wvYS4O|$D)8BFHaR$p#
zyG8-bR6^&qt4(O#+Fy;W%%U3`@t|2iMKW&^q<+^%WOv(R&R#t9;kEQ4^Yin|eBik=
z?s%$Z5xr-EJ+H*nPT%6sv?k0IUpy7FgN^atOxOKM$R~Kf7dyY>0P4(fa5(kXi(yy8
zx&^SELuZ?*z$K2kn>`5Oz*Qhui84DA&k5_Xs$1OV#h%e?$<OF91g6@TL{@!ioWs6Y
zH<MBWARo~fOHEx<53M-j$cylgxgk<vOKNza;BZD(qlB&32d0s9H^hj!^MSO?y9S}{
zaNNfbGM5llie!d;RULdYR=J6^DDC>l1@hG&8bAT=^rktq$U0kw%f?>XudKv(dcSl+
z;qxOzN`w)?udlBLr$G<Ym|(LJ7p|#L3WX!J-371N$4(3$lI8;I)_{})Hl-_~&`(Dd
z`yFzyIXLXa!9($arFzPuG4_I=b}pc9wTiL8jhm=Zn=EIyPPk^p`v_hIV<^yZ(E>?>
zy1{QAU4-*i>58Ys^WDw!Uv57j%^75<#{vZ*8FJ-2F?XBhaR=zsv2Sj4RaKsO(Vev#
ztIV#4!y^mHHpknSolScP4nVi;FMv8lH)yQK4xl=p^7|3jdpGUg>7;U<Icq$d_N=~f
zXav_cSgAF!L?Yh~La&6xN=+Br8n{<?Xatw<;BXa*_L3Lb@tfZ0(R{fGq>R^QY5j?{
z%iRh56pKG3T`kzL;Xoj#%S<rzb$Gw3*s)fv(_3Qu=?aZvS{QZm55YtGjcQV)%hxq8
zzUHCG!BF=tIb%ZfOfreFYl0K|?wCCmtqAQuHN@8$e_OY?tPixhz=<!>FNu(nnCR`{
z*71rpkN3%&@HZ)v5)B99uj?KDFBbM#_o6mjQD0Zy%*S<AZs)5luA20}AB|UjP}I_H
z^ujp)a#CdHEeuMKrIhe=^jcwrIucK|xvlUg|Lt6q!5a-k^VaEdZVb~Onwas}mEiQ6
zPVUXW#*H;h7Cc$2&4Rm&Kg*}!?T?N}YN~zMc;TnfasN2HH?6`eyHQUsPQq)ypR_`U
zs`po}$zEqtS4Ei5cDeUKOTbqCwu_)IurFP^l4X=+$qh10=KzL@vCwIiO)yhgZ#og^
zPlpC0`*G7Cfni`^GJu|OeW3__WI}0_<e!|s9CKMrU=b5Pa)6>pnv$}v=!MEG=IR(`
zD|AAgd5%=N%!L^FPR7Dc`IeqILq^X&EPMVu_h&t`<C3b@FH$-ev1;7pv{*HMqk;<Q
z=ijO(`|?c>edc3J_9Mv(q;90M2+Do%^ZfE!KKAa13AQY<jvJw;9V+F(2P}I=W;dBv
z&5GXxu3>G(!_t__hJxEtJoDxpNPg~u&dCG>c}0DR^DKgqwPm^pRG?3iw#Pzcg-*EX
zMEw$K`k6p;d<>;LQodxLb>B~Pl59LcHpFGNRA7Y+3=H-sGDjP%W>P-6m`4bi45CA=
z)Z;Aw3P1zEvadjojpRsxw%YS9q$hG@k?VsDdadL&s!yrNq#IAO$A<4kE_ZWGe%=dh
zxqR%d{Ew*lUueMdD+f>pFcANn++L|;V<>|i45Ev9aP$`Qld+YBDo`D)|09xqV*-vm
zIvkon`2AkLvtTVREfp>{H8nBow{h=5K!ZHIJpn{UN;DRQa|^@2Rs{v6oO;B^5t>VO
zoBgQ%LnHiONdwRa=j-dstX=aNEwJ8vT(*|xhhCHI62UbPRayRISM*HWPv&IdAKUPM
zinSlLC-dRKs*@(pKkqsG5P-Cp_HPLP{~!<3cY#uV{5P~W<gHhYNl-_(^nY6JZ0uf>
zU(^pQOm%8Yuz<DOcBrCUj_p4g3Q&POaH(#vGYewRuLn_f{&UrBb(p*N1Zes9p&a5i
z|MblS5^6cA#9&fdwn4a|M*PES0gf97iYdDP{yi#Rz63$(kMJ(JNt4%YGyVhO;aoal
zQr}1N#z69~titoXJJ9^72EU5MMQ!NV@#%rT`)86ZYW!XCJ{OHp!U0dHk6;0=3SJ5+
zU!5_Y<$vY`uy5||1<Mx7y0@RabrrUW#jS5~NX49J>n=^@+4!Y3or})A7kZ1gr`4-A
z^PVnL82v|5_%ZwW`9ZHS0IkX8Y(+&y_!cBAH=2mwHnC7pBO<>_!s_L==PS?$h=Pv(
zoFhMy^is(@=MY!;O^SekfW?)XfbOZ=p|t8}fd^<Tm8-ak?_8?3ww42`bDnyw6%!YS
z(iA*$1QC(-X!gGLC%(1maBP@Rn1XTr%~|B>+u6?1XgT}?f)&&0|Kc>J+rex9m8L-L
zg9IAO4X%ThP~3j^8MjpfgdZBkd`d2tR56>to%>vQ@b%1dm1-v=YF8&g3R;m)XThz*
z?H}3Hz={ZoRqsaP5=Y|pfnMI;$G-75RB}+_L&%%Ag3H2e>Kfr1;Bc4imW|@>N(xl`
zY)?EGMU?;KG8~ua6$fo2K|tdV#1XNmxH!;{AXH42okZas5*AR*^rOzSFmHEm9!grE
zgLj70SfD8tn!iNh_+a1KyNKYWvJou3W%lOg>#lP_ppG*yeLd!FL=k-`u2O%YZW3}z
zPJ0KPUXlM&Hwx~uq#iy&vr1^Hzd-nfA4s~Os7n9LKgz=3KfxbQJ^9ZeL^^fY{|83#
z|0wlixF`P_kpcx^XJ;25+z<X&>vgY4{~fg`1m6HBG6j>ZW{Rx5$<>aaE2J9JVQlD2
zY50-2kPu*jJc*x`U!Upd?8I;*zopZw+BIyK%uGi03d)X5yo>}VGQVW$W$Ze<=$ICd
z{TEenU7IzeQLb5Q`G=APy=XR)fX%!w1mjI)i{n}WzUuu}%cqc?3(7b`eXj_-%H7lY
znie1_B?`vOUtVfD9$(gNkkU@f!CB#KAzd}$27PQX>#ZmCpSEk$!YH4+PperHn>b~1
z$%#j@AArk8%$;41DHGExmelW_aHo7mV5xEQT}9$oSYa|<g~fxRC%Cm22eEo5>RVgA
z7YBS2+OQJ^wb<&k&&<=p(@q7Gaon1>%{OoFz<)$pfxf4bmSe?7C75{o7XiiZ-}4Iy
z@9Z%-!QBVV#tK8tmel(NwjtX*4*9MmaT?57Y}t_h9+iHPp*1@B<gAY84S@^o<mUYH
z$>L*ioeg;dG%$s|J-^SspaOlgq(n)z;AFx1{Zf6)xsC-==s}AY!etMc8qQ$kL0gN(
zq$e3+`O43Z0KM$+I_3e9oy2&)>^5xU-i|Mx@gtr5uS^!t!kIUi`2`UAPwebJkuU*{
zcW3%%YwdRuzR&ly`1sxL0Db%{omRBD@lcs(G4=im{{R%U9xX=$FgrM<!)R1<)eK@t
za{K&Rr}Dp-Ix-f{*RIBjSrM^NJ+-+mr@bt33*Bq72YMySGel}!KBnNfS33M*dj+i-
zIPR(6hY|$QPYZ+L7XKUr0?YJg2H)F(z+~Pp7vWRE)XGsFgbSJi>@6V))sC58$1-;P
zZJZA%j?<6pp@#}vrd#;E!ND#l2Op~FSGDftyiW_B3w#Qm8Ik3N<d@~>U)Bw@1tb->
zR(mCaSCHkN=%SKe+4e5dYh1rgKkVVzf6U-^urfg5TtTCQJ~z+n4@oebZZC}x!qdSf
z6g#U`7XdAOwJ`l7tTR2}uX}flQq4+Y9_!fx-x+_~RuI~PDRHsUgw`T|Il-KS?F}(B
z@$bz8aZD)aYQ>bXQkzY&!azD1QKM8<p?|(YZb)>7|6-Lcm81=|xSWJ={R*>8y_E5?
zN@h(2smA%hr`PR6ovM-n)Q-y+Gex9^>SbYVzVQ3E5le%ZN@9h+<;D^nwFDHEkZoU0
z0+C}5$9cu?Znbd<{?*XbFCfOze1X@^(QJu6IEhNr@hKL}N}1aWa&>3R*PSo2=7BE!
zmE-4q?w``&D2A`0r@;K<b;J54x*7?4N83Q+CiB^8H4x%=r@LuCMQDZZ{{AhUmzUSI
zIPHsa^?(kPbncNGFD$r?+N*HE&T$D>B;5fdmR0k~e*iK{m^HlN1<GaS`j1Ntx_SO;
zxb^s(dVo8AX<*XVWcY{nHR#J}kt@dT`8uDKv1=Nuh688i5L{7nm&|1E!QoVIY^cL*
zo8gBl^(*rYCP`djnZReQ)LEJSrcRls3Jc4x+rq^L)ck2J%7Ix=b-T@@+?p9ij-gLu
ze?i$jW|Py*Lo`X%81l2*nh#Qr&Z}h0x>-4Hje?8rt&{z<$yN!s%v9b2Terhm%22E+
zI~WRr)YR6*I?`^{^%lCmO;Rw6YB_iM59>t4d%?A%784|060&4C`k_D&QRRMF((388
zG&q_Y;TWMjZ+qhwF3R-oLG57jf3rPDo)wom(rn%H4^LZI(PW77=hs~86g(Gxr;(06
zUyBkUfC6C#2w;Cb1HmZRL)?Plg%o{oynie8bU&htcQu*D=x*;~&d2dKw?dbv+lC4i
z(oxvGzunKIxfeqOZkh>CKKpKLO0+IGBeM=tcdVyYD#h^lR+m%mN8R@{Eu!TbU3%KQ
zDaP|ezja#h$-Lb2^&>-YvGz(A&v#n3V{?RY7m^NcDxY<P;qaFtF1=T(Tu&Dx7=!C$
zIiNn;nSPaM(75|YC{2#kZ8X#%X^QWr6stn#TACeCFYd3Dx=JaCdL`CiyArOLDKM2A
zSVQkYCg@?Zd_;ABoHv*2@Cn$AMkA4#bdyZ$dc2(4<Tv{<vKCJxO=&me?FqJ6Me6co
zOqMwLcX+FnlkW9j$)P4cRZ(uQO23E9xdS2BSg~mfAD8H1y9gt*)GS#Af$2^c?=(%8
zs9;f*HWmR%)TgA^dT0a0mkHX6Rq909|4oH?yY6AJ0hf8+?z9<>N%u|e9i6`({K2Y5
z9%b0(ufCR3)m8uGSiK8PXWGPfmsgMyim~DB;5{YPPX}(ib|_IKWtvQ$T~9o46_{6F
zOOaNc{4o7w3S(mSC$0r&HAstX^rg;*?jXStle}*f-RW7TmLf`j=3}W@QO`f`C-cj6
z!b1IVsex5yWK@^hJJO-(bP`+NCBE<I;eF_9b>b_j<{xd~0GzWXH75(D=-k39psnvc
z$G7ZQsWWC^cI8Pu=07j>$0AklSYK(M8#Z}#i3-)bFym#P$A4r#_M4}JZWpS2d$Gf0
zau(zk6}6Y=br-c;a%$ksRBd~G;&lT!OOfgWYv3KQPh@`aO7a613xEY#qA2(?$b7Re
ztTzC6f}{zGb_nv;z0Wd=oG0D~03EY`VMAv@jlbhp{j`K;Zh1SF3<>QKrAOvzNYktw
z!+>lJ1KGI?H2-GdA#zJ4aOSj;dn7~i`;b-bf1r$PQaSu~`U^LpY$$e8UXNNDh1?{{
zGp=emve)+??i!cIDdm8bb89sfw5g5`+jm3*cLupndVr2ZMR|p(<9hUJ1MGa}y%e_*
z9TKL!(>sX6kr`)in>0z2zRREa(AplrN!oIX9zH%dq0eV6j|gkdXFL~T0x=_<6j2*C
zY-SFB+JvXj12rlKM9$g26L#G#+B&8APzSxZW>!pXz6ONWaS0tBMWqKQnz15G$CIn5
z^;f?qtfG?OFeHp;xlN-^wlJxM6>3YpTIG=EHP3BYx*qET-Y!z5ha+3$&m)?bB(nT;
zj+_fU<W7^W_LjFykV@DyNU7P=)LV*(-oEYLq0gqmkRX=difu9smxIRFn#`;i7qREu
z*6;uq)_-W+1BK-$84);se~sti^E-jPgBq`el(5BY0Hu;AGE3)nG0XTOTpA@=N){a6
zGo62N9u|t5f!&S~@)}>pxVo>@aVg`mRlK3Kv*fmh^E0^FTU~+b)nowg-U$4l^j0n7
zx0kCh$p|(1wDcMry|_3VHT#*`TeykU$Hl3bAEMpw_7gve=QA(xdojsmdwk(v`D%c@
zV(&Pjli(hWx&WtSMH$2Abh*<1u{g@u?<sP&wrgynd|5ZPMypGH(j{SEgVZy#Abh9e
ziDUeW@Qj70&6NtOw$Ri8ryDwJ{gb`%mnip3Gv^p8ZaWAprl&2P#?4aJP<If`ZyN@n
zmNslF$Z?d8Su~m30pcR$j!msekn~RZNF%|ElLiYayil#qpT(gckUqrTlo6qMXG@u(
z*-~1=-49gJCiZQ@N(z}eK#@D38+ebMwAu87Rbj+{m@)aY+Ok1J^rQi-G)h3>y7J-u
zg;083cV#ygAb&&HNH<c|lvyR4wwu^kwW9FHkkVbIWkT%g3P(mo1h@L>3tvy$HONz6
zPrepCL_NJlX$2B<**f$)q?P@*a(buCeec1eZdq7};#n2R&*h<`l6Q*o4&kM_9Qw)K
zQE1aLdw$um-Db3QgI*c4m!Huc99Z%kb>U>2QX-3a8NcO{;?!8#8cHvm+P85-W&a7k
z@+I+l(nr$|7xQR6x$yHf8>h7`c#BVVp>&0%I!I(uLcE-NHqH4<a!N-+EX+x|CW*Mj
zw?TmH>Q%-24y6rj)Ui>wy}INCtiE!SD|)IC!&=1^>}o4zsTz;(66iCyhWl0ou{jjI
zr?6`y7X9>J<tAua9R$d-B~V}nBtpoh3ZGLR6(QO&>7tI;o0OcX48N5N5H*f@3&c(l
z)k|i=j@F9npEaqIh4MZf?@!ht?9e9)p*@t%=R2=Ss+VYlN9}u-K!&(A`GZ`Rcqsqb
zi$L9G)kCD58m>Ic_B+Od>12K>NgtAg^o=V&!-{Bf*@U_JjrIdAEVXVa!plW!c{In5
zHSS6rJhNz4Bo5V3Ka#nnmYF9nHgFB^8o|^#Xl@iH`G@J#G;Z_U>wzS^2UJ49Hy^2?
z@@NbS2Ov?}8GWZWKSiU@zow7s1tAX_a7)8*d&|nq5&rGfGpTIp%xOVLLLaxTOBMRn
zZDkY=uRaZ_fj7Evr1j6@Zk|%sCiaR!Y5?m5D3fei_p17;o||ZHL6@=^Omd!@_(|`S
zj^+}YWFGFIv#qZ1n}k*RY#;p%wzLbu&Lo>KISO)Nu04uop^5Z^wD>Z1ifm`hZ5ubk
zw?`cV{;p!xW!l2g*QQrk&}{#sGf0x@(t>65-p`>fFP|bLSoeF=!N2s@L=7?ynPmSh
z@9e)&^HbtUKr@l<8ggHn8U$Cv@^8EkHy#GkRYX(xenEIfm~*?>2Jt>20r8kiW65Q&
zf$>5euH?R_&XpcPk(zA+`AP`)uj${!D>mD_)u;z&5xj(isnfQD|C-5VmOyaK&~k5r
zb>RCWY_q};s2x6Wo;X?Ro0firhQmn9O>#?vFFitinzFGfR8DSP1N_9El@Y;=zUH2J
z&>T~9lU-^1=0O*FMn|ZLABXR|#3L)$W?RXBNqK>bj>7DLPXD8~j5qx}3_nbjeK0RZ
zyP!7bE~XzrF+Xa5>vb4c+T<6xTy;1uPnVXa+NV&%^bjU#*F@wN3_sr#d^35D7c*4s
z<kyl%VTiWwuYAJ{p*MLdo0y8{##<gbvj4O+kb*FUZ+80Aktf=|K;c7^+mmo^Yl<J2
zF?6BXkB*zKLWAyAV5jAbh7`ZZ$XCV*>VM`VB1q6J6a_PzO8_qhDQKTfcTfwsB(TG?
za=Kn)QA#)AM8%Q)^M@20IV~E<R_#QXT%KID)U)ZC^#)^t-6e#)Y*G8Y2mg@6rz$7t
zaWRZ(BI=vk<b%FbTB%8A7=G}AoccTlu0@LA#$DjnzVzhBeS%N2GaFf3*v!I_^&&G@
zWczm_-*(aqxI~GF1`bvDN=&{7zj*Aqg_o8>8M@3Gc(sckbpG?&TavxgST)>l9KI{X
z%ov_>hP3{frYL~ItsM|3VVe3r{xWg%0&^=!=*RReMenq)D!34u@}SJ1dBh`6%!DB#
z_tT1j`9@auP&I>l!KtR^x^;VpM$VB5`m3SjEe^K~W03mA^F6cd!T9HTt0xE=in)#)
z0%Gu+^atQK{S`7U3B)#smU5_8!m|47b+v7jRTb+hG7iQ%NqR{Z1DWTey_~ZwEO#Jj
z%BzJ;)Yy@e^y;Wd;2C?3qOUyX^TY$STd@Gt-V|*met0%Rgs<xZIYowv+Oe^1tbdpH
z>c2z}V-(Mp@VG-3`Xx(NnWmA)kVhbt{SS9E+PL)NKlodEy5=Il9s{d6h^u5YnGb~%
z@@K3g9;tA;-Ht{Lcu)=P%oHS#uT3kLvv^h}b}Bn5tivFly*Zqy%;lKd?s1JAM}M&<
zSS*A6MSY7%eQE52j80P3!40&*I*v3bm!&3-oefFE^N6^l_tnzM7ni?nWsCXp?pt>L
zBVOyh!-w-51zUy8>plBBlx|=E3XP7twZN28>%H<V2r=7eog|3U+&|C&9Bl|(A7Hn?
zFS!k+QpLzt-CMT&E!?{NiZ^6$R~%K6!05iw6RXUB7adw9f&qqohJCIbbq$EQA+Pbt
z;=1kDFKQhBv}_8LGZ|n&yz}ZAFV1Eq;t<WXwE|`7?h`E4sPToW6#wLdVSYUYx=m-9
zk9=h7HOX7ld?JlTTi=Z`*<Kgrwhpit{3GKOrxK`#@&RGi^G3g{P-t?5$3Ofs5qF2A
zXE|-CMCS~JZD51@vXw4>EM}@U6b<TzucGm%R<E{G&LscJR`@Aj>Egu!x)UaJK>1B=
zS;4@}!YM<?T&bS)nVF_MVaJ>KG^nr@Odcr3;8%*ItV>8WFnG>pm+Zw~xGq;Jr4pcB
zN~apZLJKtDH>!Z1&7K!>8`P)QB(Rbx!77#V@mQ@-Qvy%`$H+r>6@w1RFLoJXAap;M
zSQw4E`0_1vfJ~pm2j4M=s$a@z;B2BMO^K_^ds5jn2Kw36q#<9F_XY1auSIYeZ1aAt
zmLW*NQ8@~5fjL7$)H7Vw39kQRaDS|V00%X=#|9GacxH7onh%b(k%L`1{&5KqLpcY|
zV!pzWRl)5+@?H@iCKL16R4bVwEEVjdj_eR#eB25iRH^@P32gf8ft>#Y-@|O1wO>%T
zI0R-hKVe`<yu^mc4-m7P589p_j2RF9t$I!ylAjeVOsTud#h32`PFyCJbaTE5zaQ%F
zb19J^YO5{f!#}JbY|%)lS^PME$0n{@Pi*Uj&Bu3{IV=19{4~$WpIiI2QFhfqV|9f$
z4Hl7>Tia2b0GI6#7OLM!!-kx(txmMhdfP6!GE|7h$4c~hp84Uh=7bq)$Y<DdR&VQr
zJ#g~{&4`l!0H2C9*XPS515CJuULL=@3(3Hj<Ge=*RR&5x{bPufA2}^iMuF2jmn)-N
zbSoFI#b+#;1Zll4e?v%@ggjSjNQ*zx<te3LZpQw}V5(=IUqN=&?Cre)Ami#_!WUE1
ztxa_3*`n0KF^M6t6FD-%aHrbBN_`W*m`pfmXfxg6Fa4&|wILr1uuI!D-TH8%{`*ZR
z^w@)B;>dcaMB|l#?S(r?$ju^b8#$92B)?orgx8ly<Y8(1J&VOcgiG|>{96HAfYf1X
z<TR<c)%yZ?C+sL07m9Av*l=7r3=ThZKsmCUAtOtW3@T{a`fm_qQ9?T+(NL3kP?3-+
zGrr-SB=LSyNNM5y{Wm$Q7D20Z)o)PQca_>Z@W`*^XQ8t9^Pbj_$+?zx8~GGAv_{Bc
zfX}4xf?XcP-~q~&KoZtQF-G(g+xGQatp~ocimL;mL18RbdwaWZd;8PV$=Saj`;&e#
z2CJUWDCvlY_U?BN8y-t@X8K}pH6;ha2SB70&w~kOy|d^2P7Zu?5R}udB2NKp-jwG#
zUIa`rEr#}(Fbl65fRA7m5W%z}4LZY4=zt;KKuP~c{^Q|g_VXb^<qa$ZRE1s}t0;MR
zaJ3>>O2tRNVfi&+?Y__P`xh$9L)<<_mw`rqLZH|B7Xm6Db*pCN^MbFf&fi4Pz_SQ1
zSCGHa;yBBBeL1E4mXsTvq$u?^$0{qIe_*o|^$5#`1yy7I2^H$VJ?<ntLxppeU~qEe
z{{(on4ragF{;CPn=V)oGQF7SSU)o%ESgiU1*wqqck9V27`7^)btf=>5mpK8?GXLuR
z(O?om;1Ho!#hC`$@?)jb*Cp%EeqopJfO6$#w*o?>dCZ`1!Z5B83C7XLEUC&L#-+}F
zWkFq-d*4k*&AX}p5a8Ot)qX%S8tU*rDXm8-T7v|hE)<Y&zZzJe0p<X?jr(d9OISbc
z*+JIIK=~q_d=nU^jIL64VHMHse(J?jzep5xTyM)XBajYLRFzSrM4*tPM<m*cxj)Zn
zKx{_Bk1M;e#TkXcRA}^x&i<b(2wKB$2me6XO^(!_oj>!KQz4riU!v|kU{Z?5H=S%H
zQ>75Wz^jzw5nf;%gNgK}1deG5TH42$LDK2R$R&NM*c@gqknMN|^kixjXpRVuNR<*`
zr2_4y4y}6NL+E8=e$~&osB~&GpntMvSd%@~;J>}40g?U?B=;jde#!4gc5IFG>`Tjg
z2iKQZD3>pP$Z5IQ#D+hvA2=*-EnW=ys4YRa6?w=zt1<I=W=}-X^`{wt2X$6%6!@5K
z;uueP0$@jBorW&kIKeoCz@wZ(>MO!vm-sZX;&)~Myp^4XF_UC5uaaqZib>#po;nPe
z(g+AE;{9ul?__9B^h+*3M;S9bqC(9A<vSS_-uvpBcLUxmAw!rD>C_<<bU-xw4y74@
z%F$SsY}Wz;(q#aClemkpN|pLx24G|UOv5t*T$T$oHHHu#GY$i-kDGg0vOLG8h)e-9
z=3fok+}`h4jQ8eT)N@$&GGCwmAzpsqQ7O8CC3OrB<{58Ff)n8K`(O)8>39zzo@LS{
zRT#`1R519}%XE-@Jd6s!q3W$|+@)$@IS8V2z$-5$q~OhFmxo}<Y5I&0dMS#1Z#$2~
z;Q~5>CImB9&mzHHlwUSn#I@k$PK5ii9+$|E){*60%eRqdJW%=RaVbuQk*+@gd&&l2
zq)q4eAhd$K*{#%9B_%<>q)#e*$=3us0tuo$uip=}$<h*XE|Z-2GiL^&$bi~@!;m#p
zIQ4~tJ;xNxP{8o2bqg;als`~Ur+i*k96iHw`~$mwUB6vBB5!7j2yQ5%9*@(Uw^K+}
z5~zabI?X4V<F-j}t4!>niXJN905{;%*j4w+4>9&qr5dIPqp@Iq$=32E_n6>U1L0E4
zFQBNUTi11qGoYt5V;^f(|Ee<^tu^hjb**6h?3-Uk$nVL~bS{8~IdHKoOC96b^M^-{
z-TRhw>}w5HD1cKQ?J0-{PFB4A4=kvbmV0pvcNterywfZK@_TuO9<$=DnU&j3aMPWB
zZPdU}GIV5$iT@P|1ih<y?~wek7*@oL`+i{qQb5%q{EL`GO|KXXz-nw~rM|>M+62)2
zW3qWds1z2!70>_az2ehjZRl!*w&xldgHtwpx&J!^Z&v?yF)`f)T)4=!z?{-=0H!lv
z!%4#0mfAWlZnw0pS<JP021ui@KX34?ve5|5@~^Xlbd?QhoKtst_pgyZv5tat$e2Wn
z4MntHdmd6c{G|>Bz~;U`$O1u+>;6lF;|N?ux52UYPS@*~=;jqM!*$>jQ5a2f5tFrB
z4NLuQie>pFe=4?kLc_s6b(m-8ULA!LnQ)n3183krbx~Z*8;n4I9C+YU*c&{!*4Rh+
zaY@q|o9i#y8!npC{NwACFB(yULcP?2m}ZM%-)&LB_MWbH1B-DeNzx%cs^L=*1o#MR
zH_K9UfOQie`C<Pg_~PW*rU|jwK=a3G<OBAPPu6!Fz8S@)nkKT+=rOLKDAvmLopLd=
zqNRDQS03>zW45i`a%zd5M3WJ0fYtYp3hESu@vuL3nfw8#`6x`>$7ywO4GOQ?W)sK&
zvnOQY((=@gioTNEi7e@M`jM$g7<q1FR;d8p7%9Y@I_JM$^fS^$Q8aeNtWLTy7R2@6
zixMV8>nj-|WpFG?Y?p-3GF;3d^!T;By&oc<G{x5*F_i1A@zl%oh&0O7MfYU!lv7^T
zuB`s%ftDEWi%&t?ru^KY=97p!YjRTejKYbW!L93J9=FhliLnpEX`Z#`<c5YqWC?_>
zdRvM9Cn3ick;9c3IT}ug>*3n%xaWaB;;;U>zTPSHQCe~e=uf;WUY#s9FJCS|9_~O?
zT;?DrZhy&d6`2?v-K3IUZI+)-c?EH_>>2L1RQd_ou&T+jcQQRb;$Cg{nhv5e5!W{r
zGHPyo$5h7mseze2mj992OG-FwdrYLEv$FWUIFqm-4BODh7CWLmv5#@|dZx_M_B{P-
zxw1}9jIg&QuSk2fV77QW<8lf2g}Lred1DG=k(3-isKmXrS<GmuL`2RL6?|yGMTqI*
z$C1Uan<M@S#yUzUd`0+2um>=3OntSPV`w$?El>7Jl(7DcG)jmFgh(wn_<2O!K=Bh3
z2$!~~*S!@(7nRv*vqNkmUE^ypPmE=$Rj`^Cr|+i*b_#^~@^8kP4g`z7(%A~~*Y5|9
ztc(7tT_Jo^P12+OvMJ=@iUaIPyXiS3Y2E#@N|xF*v14}J;Frpu&2CG7^A1j+BQzP-
z=5f_s!oZ(l-WEOXhnck=?3qHngbmr(RqxDK1J+?C-15=%9I0YV$Y=*r*72Kq2!tMv
zL-%v~ybI~D{E|=rKP->Vek}eKZAw0f^E7`f6CD{(0s37>Wrl--g@Vk-m@;oc{VV^3
zx`&))NPOuFte973t}U5t8?V_haGLXTg8oULe68y@&O~vOPYiN0d!~GmBQGu!+*kDG
zc52k?-3>u|TqKK&(snjzqjY!d#nJDq%~p({d&v&3oA)1xZoa8`WF3pkpHCA~HHoNz
z!ti>n{rm`#QBC?qZQLd2_k-IEoxmf?Z1ZqnyupBA{*2G%l&}e8o_d#zqG=dUt}mYv
z!$MNTUKX8YG5n%~Gv!1p9R-026@3{|VacH?5^5wjA!l#5y+Pa(I~Q$$sp+Zy60~WA
z->uFPt(ai+u?~5TS_$#%%q|Q-#9evLLdvojnQr0o&Z?ZdfnxYT;LTcYY_-6=u>4yy
zL9GCHW!F0d;;7#Gcbb9&!}rE*Xwlm3vz8+_*KRtvq3KLtMdd1i^TLWubi%(7P12Ko
zNCq1@N++ih^d0}fpEa_xPt-v*d<bQj+>GUn-k;W)yG|1w0SMnH3{cULxK`4Cp8F%^
zG)hu)E!PWIOpwA|z+vq{4kjwrGweB9um91ofU}PWRCVWAoJZms1%8<{uZHx0iakOI
zVko^g-46FOBhT}QZw68L^hMD#AdmwPHut|7w0Mp-7517nb1kC*3`blI;N|AEajA}6
zsH+req}Vd0v}<K}-NnZkP5GPDJ)<V($edoRfR$5lPGZ>KvVFiRl3@17Zt%uB9#fP;
zz#*)+D{hL(Ra-T3F`}?W)W^`zwsyCKLX7-7!{rSJ-cDs$+0}mign>weocD0R4xJuK
zj<_z#oqba&*E!z437l!Zzm9upbz{KkxKHqU4VKN%#+$Qv^2bc7%^cC5)P@D<>$v74
z#M77jobM7nG$GO->C(s7(sg)=LX#eISuF%Y+Nuu;1+s0!$zT`F#u_p?^BRh%#`}x-
zwy-Q!iR$bfi0`ELKB!MOVkM|DckZN3umvidWw;eVQo>d9oWkZfqK^WdlwN(A@G1Wc
zp@d?d^aOirN_&^5BdZuxaJ1IKlrv@49P2E@jttAhI=0o4=$D}ws(a7_d}Z55(c-BL
zyKE>?ZIGvo2Sr<uYVoBK0>UPFwf|IeG(^k}96e3rIW65*PtZ*jmC&Njkp`!;y-=T;
z8V8A-*^-4tAhuZw9+$Z?3z&UgtF023Kt`SK4?v3vD>%!UrSISn3YyS}He9?GS$yu<
znS6zR;RF&h1WJ8~qv~`#*ybSR_xwOk?Ptm1{mwH|!!EMUy#y#}-ww_R!VO!D=461d
z#IXHE8~@(+w__K#OV#WHP2bg$3O8FCIgNl4G+zdh#`r^A??w;k!H+)A{>M5=HHDaS
zd(lZV6}~IO_;RuNqT>$FU(NJ1!ceW|g?u|t7{*3}2!bsukK@?_!_{xRSO}M;`Nx-N
z_wsL0=uz|x%u()QXPICX(&+~Z9-SH6>0B^kN0UEpYO(+ay1#zl2bmJd9`K13H-e2u
zvV>WLA52CgV(DKd-<^C%nIgH#pwwaZ&MPoE36zLCF;(=?w?F~QZ||z}pZi5R?E&%)
zOz2LsjzcnM3{1StxX>%?BVDviy4<>{L#1}K@90WsTSA4JXBY`JZWA`8Gfp1R$s$us
z&T9A;MJDmey;h8VuH!JLJfocNYK|7#pMeL-**mwzU8}c#RMxN6c#ojD`*NX|-N4=z
zR+A)zz2t|qBN$1^F}a$&YXyZc-HtgA#O>q%RU1TYzY8rsRwM`++*)5fAS`)97H@Ae
zeACmiC9)1(CpJ&{w2#)oshH!u_meYN3YHbNZg4DNAivP_FAE3vhv0P^g?N=^j?uOX
zlxxdglpfN7KfH|MweqmMX_n&g1__-jY3~x=f!hj5IA<O#L-@?7QSi-DMI#EE$7W56
z(CMQ)Z5du<_htmE86?fyghvEaLt^pii|uVAa<AyqrTa4LUnM~D5h%U;iYNEeYmRdo
ztc8^FpG$@*Wqg>Hy&6oHc;d7P1Cx_A^PGZVm8+L9t`5cruB}X_@)}@dXYGP9_za}i
z38_BV)MNW(nXJ`3(pMA*n!^<vZLJa!&NQQ-mS}v=HaozgOy0vq3A_M}!mIOgehC&3
z;xM`RE>CjBW?lcNUjL-0eLo^}R@XGMa0Kr)&l}{s)JDi*2G}1b4Sjzz(o^F4wE}c4
zO8h(V>!TG&UgpPfp(p(?AcBd7JJCK-HY36kY-1^F7c9w;k)Tk4kFw?94ZD_}Ao?0G
z$L=_dK9(s&GV^+joG(T*RdCJ;ym}L+7sJH~J3f9Bzv+cdu;)pboBWg_&?YF0PaiNS
zgukr=xkHsYZ*u2ZioTtb{j5|CGsv6<)={I&*Vj<MwOhn^l0V#%W_+w5XW{7fFe4-+
z&V89m)#iu3W8BKo^fQU?9gZ{4Z(cDIBetAM;Q>}njp88wdA7Bf2P6lh4Lg^UPNRs^
zcCB2+Xl(W}z7K*~61{0JTY%-Sc?N25xMy|vPv<M!zs8FfU0xU>i>r$kUEc8Qz507I
zU<x>qpEWFy05aQ))E%9#MCF3Z#;)QvQ8u=Lhd!%@7yOiK>H4ZB+ZT>Ea`Jyq!oIpY
zvwT!*kYb;h@C^^g$TC7t{Ig6X)qLM42=viv`hu=4vicm9xOU1OF#t9@_{zRTl_eDR
zWE6$;wD4;|i-KQh3}uI;Zc%bRW%ZV)$^cU$XWQ9Aei-IY&FTd{4#`(J;~}UbILXcb
z{$#=>rc600RSNbq@mJ}kPe)xvC*(X?*Q|#<V+p14Fa&0>3}`YY9}hKta9YN*fqjci
zEMXi*-m5M}qzXT#a;7(Ae^hc8X8hV@Ae=OkqqB@FwID^LGU7XZpb}N+GUGNXj3&y?
zawwiEEv!Q8@e&D1!6x?~jTFr3gW%QN#(6*E(oij5PzyBMgc?P<@8mx(9^SvxUR{jp
zs!Y!l?F+G-ZD9~V*9-e6G(yr;KB40x)#E^qCg%N|FBv`6prAFjdV`hyJ@HHN{m#TI
z2H|WS#Zi4737=JXZaiP#wa+_mZmk4pPSmZ*NDZr{a<?#3JIXRfRzzU30Ym5es*E|M
zzI=9+tbHkt3N5-Qp`x1K9ok_aa+@*oIgHGw=s~K7RK;!T@6Ihz!F^BL*^d}gKj(63
z$90XKA8~4Yi~0Mb*3$bncD7=dEY~_Xh*imqYXg%=11sz6j-z@akqFo;ZPd7Je;qmJ
z`%TpzFzeO%1tYhvM$5;Z-PO3g8sevGCZ~J+jUGT6-y(_oBOfLr<p~GAA@1X#Bt;8p
z_|e4**B57|((r`=mq8mBPY~RfA?ILt$QBf=gl(U;F2*$c<Pn)`S?bJO#T}7kYJL$M
znJjj}i&Jx>1AhXGohY_hEzk~0q2=fm9_V?pWB$HsymjzIHK;PrKEn6@o5K#)hbNQz
zB+^WHa%iwi{Z8iw9i^y@#4{_0Sf{p*!{URU$psJhmC^bz1qvkgTY9xrT%4qaVlOVJ
zo|9pIhzby!L84K_ycH|&C|zW4ql=qCJ2jOSIZGzLvS(6?9zl_#1~26~X;dUn4pUsm
zKf<c2!|kr}`u$Qz_Cb4uQ8i<%L7xa6`!l02{>ZlxrHQQxvNuX#ghVOwja%R-oxvBn
z(PnC6WE1htvs?V^4!GEB@%RMTZjUoZH@D#QbP{2BdQY#!czO;(R)=+2<FyUH*R9UQ
z!$jCOOjgj&(cp+5_{XL^iBgd73oJo0pQFjb<sT8|tJ|MUL)Y~X>8199zt#8mXBff=
zO!EXB-rvIg7w9lsI^TlmY3@pc-Z`|?ch@tOi`(0uA&<M({^akt%6aTNDsC5qt&>KR
z^lGnvlyqAn%NDlyCKzu5SKzjU2gvStO+!lTIBZH{opZU^mq91tL-CPPka+u}#%_7!
zP6`5~BF3zvZ+BoDUiKo4YEAt5;l%aFZw%KQpXuta6=BCNa!hyFAlJtA=;L$u>nG6e
z_TyV33y2zL^FzmnpRrtN>SBhHPk6bif7Fv~ne*yiOa(%pA2=gvN)iU*P_VfIL<c6t
z7DjqF?x5xNd*G%V`U2j4tV}F60gS`-Tgl!0CPf84-CBz=^n23v2=Mzv^-pJ?1`J?N
zjU9$_kpf!PD{cFz`0n0p-h=fR@k58Y|Lu-Oa!x%sLZw(WBKxSCN5-~d<p#DP_a5PW
zCW!lx--Xsrpk2+>PeA8VZBoD+s}pGK*T28S@*cd($ORpS7umP7LGvC=l+s6)TsE*3
z`_=5<Fk>gsb9?_52b>FNSGAEJ=v+SbZy57?uwODi(A*Gu2W9x7Quc|d&|wh+TNmfp
zp+o5Zu0FR7`CZBRZ&)oq@Kt{slH&jG>blV38s`7|#*x5AKMs=@H|CXqJ5Ea%|86Cb
zfegs1=G=F%KOy>WeBr<GsvJO8iSX?Kl}cZemLgbpXNQP~wG*uOt1g&HzjpE@A`7}%
zS*!FCpt}|1fXrt7<)?ftN0)=RL$Yl-gcMJoqJniNr&6(tiwk5_)VSCF8#*RTPB4vf
zn=xKSqvPO~_dLJtrT1f4I7U-OH;eyJtIOidCpBAJW<HOql&s$-CeXUvK^jtuDe0;d
zAU?7BHJ-^-)!i;kd}<xUg4y(uhL@)Dm7z2l>g{}3Q^S7$@F4S1b;<W^V`ElR8DD1)
zqFtuWP-0`5=hZn_qT2rIaEdx-BQCB_R&OyL_gp6?CI;mjM#eL3Zm+L{9CFx5MFe^e
z^Ktk*&hF!Jvi!Va_{cXt(z8oDt7&PHx3;=W`}_MtZf_+)pqA;E)$Z;?hh#d4cAKk}
z4DY#8ZBo;1GY6P~fnjyEb$fPJeOQD_DDf%e$+-IE8>y#nP`aSj_xlGUQg>j~kOP2<
zgI7iMEn!a1{w$-W!uJC@*5~Pa`vJl;k-qC@>OGl#6$NqexH%@RLIIcPjrl?*^$^<j
z`GH6RIbR(;y;g==Y35XRlVdxy9<f_Uo^1s&pNFEhz`oPt&EXGeU6|GuXPsI7ak{Z*
zvXOWWFwLk|Z>~4~qUS@;`7sk_?c;BRT^tAsmtNVQ=B4@d@1=k<Jzkc%dRa6V`^%+y
zy|NG4b}t?>jgS^~-jz0#)qx)-{pZI}dz6>E+_);6E_KXg#{LCQ=<I$F_^*2S>A8Ch
zgi45U{@dJCUGJgt>q95d68QhK8b|?L?EgxbX$8`f<%xF1TiPt!%n&*L8<$Nmt0PrM
zht!jd>oj>_x|K_CL(=@A?$E-_$&@j)$^buo$<6T~<G<DSQh-z~@-U3=z1Iw)@L&_9
zli9+A<X*@J+z+y{l{7Xhxc8*^wfMeED`jsahZ7Fq^Eqz2-6EI+na3^Y4#7qyqq|b1
ze_DS8_iY-Xi$I5&Y4UuZq@PCCgI+BKyt~XWf0srTAYyg{)8Z_<6flG_b~4CDIP^?@
zg|(kMc3ov0AYe8`pJr%}SAPP!G&P4FZ%9072MAtr@B5`PxN~30nwu%NgnPo&SLn6z
zKI#zRPFv`V10!_YS=3TW^#+bNCv@J(A%rLPA#z~tcAP60wt@HG-H-^_zV(`!nCNx8
zkPD|ah+haRwm5E4Ms}j_q|-X0$|s(w<n@2n-e~)QmK<ed`yB&+;@dRYNCG@xI}*S5
zD`h0lU}CW%@(!c|`-K=tyB%NoX>1){)^DQgJK4C?-ZO$;UiVd_1w<+COt~n9t;Oes
zleJdB^<l&f=!lVYrcA3Dn)S`ZEp?#o(eo}A$GE^dfnhtJWum@K{$~9C)}$pw*5i3=
z#2ci3=}s`iCell)BP_Y}n&Ilcsge;F#lC|EQolD?Wds5|A~^|+%r`bTh$E5Kz#o4r
z5oh@KGsuMTd%!n0NNqNKCmQpJqW#tI;uJ(97nu6xgFj@gi2!pnW{9QFspYFBx;@|G
zyE}1*#qQJq)g3JN;}5p!3WJpaCNov#Q{0Ozeo>CyxK>jhG%fsnCaavQQ)Kb(uarBE
z-RD;Dx_$$bYqTxC5<0z9qN~RHNn^n&jVW#^jj8FJlg65eu9vj*>BFl5I?+1GsUr+M
z@>o*r#mM%7DRLa;Tr&@-oXy6xhKVBN`Wx!|X=APmri|^pTs_6cCzSiQV+bh>Nh7S|
ztJ$d^6W~nG9tgHL{w$!3wrK{c)W^2GQPdYJdrE9SB<2$?=V7^`qvcv|_0sEBP``fl
zgqe7)g?323+#9>#yFBrQBvnyF;4`4-8`DhLUQ23sy<CK3Z5{-5UWMjpI<fpEV2lt$
zh|Kkx=~;aGy*G5r&Va6@G$GzDu$Pl>(O;GS5xtzdCxK_-f<ctHFVW@^4}|X28S<y{
zDECwV?J%i=MiD)<@In&ZQkzK93z2^8NO?=ljoo$FUE4P-LDEO7pN@$%Z3Ybi12qpi
z$HpY-*NlKs=j{}V#8mP8gCri9m7m)q+A6y6L_gpg<hiOb^Iu>Ii(r{Du4a?=2URt8
z&zV7&hkvXt?HB!G;s&2vN4|ot6$3Ex9lbPiJ5B>6*zb};TS3}2NSF^P7OyDSkOZWz
z4A-Vj4hF<78{X|QLuOloZ$0e_d|S1#o_z`})!qJg7Fkrhkph&8VSyXZOZ>%rWba+7
z7!sUt$d&jhzAd*z;^cp*aiX)gx$~EK5{E20lbn@L_C98Zx5WAJt^?z!G*nQHE6(~l
zuG#gNS_#?sHbRCTk3k%cDE1{7K?6W0>XDp;7qw!LZ-4rFyrYf@ZUybPfv0i4%{E8O
zGlFN#W@55lt=p&l5q&dMXn!T)l<KdEo2qhfE1HYezSr18N;xN+DJ^@vh-Mc$WAl5i
zM3v-LK^G+R0A3;U5!~quT)CoblrvN=HPXy#L@u(8*wnhvy34~=vy?+!WXE=nw?278
z?by@_7N&GzG#GjqW_`XyxsN&tI)R>)_1~9PKOGzR54C_>xT{GTmNve%dy(sTjJ7FY
zMaFF!c_N=iT7E9JMH^eJ!AoDL?#b{U&nd6+k3pND`XcFB@fz9&>~ArD#QLk%18GgK
zF}o6APG2W6<DOIL+#qg|_zmzHz#8=JzhKDBVVIJv@0qD_IySG+AKa{|<8@_p9kePw
zX8<@^!>(r-gruGH6iau$YB%|!@m7BI=UB55(^tk8f1i4_{-ifQ*}J1fpjPqNj5w<;
zRNDDm>T0u(jiv@!vSm7|549Obt>o}qqqSXcff+5nma>9_vBuOvAQ;57!lvT*4d*??
z{n@t>)>6opp~-G3jAwK(Uq*(^GVvHZdfvT25zCIQDP@u0;U%14Ka0uKWH%7fSk7Ky
zrc-j5Fi;V%cz;XYbL5=!f`?v`k0=`Jl~Uu#)nuz18H^*CYw63vP27$oe35!X@cKH!
z1#&fnSU&cU7oVq?ENG~mblnD}`gA@LK9P6yR^DB(-%<WFF?fk{Tv#Xat_GSuDbyZ3
zs_D5Z{5aL3SjiTAmr4f09f053X=!C=?L^w@{;k=Y!rpR69B|A6rlgz!7*nVUFZZmL
zklQy4z;`QcxIj22#|%}hknNk-!BamQ?0QQ+c98HACEwuxx>-$bh?W=YzH@wXK&`?{
z!^E6vp!0N+1&YN01}mQf4ZCKsFE%1#g5D<jS}M5+HEl>2U2wJR8RbBvqw+Nx;i;eP
zkggQ>&BicNQ2rt>Cb${QT)^AIr830S1u~_0aLs6oGk(oZ-2}Hapsdo@YsaK+I-qk6
z{COxLN!v`!iEC>&(?5jIQ+FpZKPp-ukUyaPJ2tr*u9KuvaAu`o4l6bCS+&)5E#ZYa
zta4C3I}-YSySLa<A;l~{j#SoZeiwyWn)^8ure!NuBcD#v`5wuZST}sGvTf0MWp4#S
z9Ggw1iBXBTCWcWvMESXng@=JqEBQJgDTh6T6cm6wtXX8LM4G*U6pWhi%kq|;C6=9N
z-JC>4oJ*w4?Hia+v~FG|NK1<#N5+Xo{k$E`Hx4J_C*et$3=ak&mTND?P{UPhFA!j)
zSFSo$GKHwM?(`kn1tkH*2O2#<IExxf;lx>BW-)I5SXQ>WTI|b4d4YNCTy=cP!8}^)
zGR>R=-dnrZAr&voQK`l2a=hWe;gFVg{5>7PS;Ob|Ek1JB{k{9E&g#>np|on4RMM9n
zlwT4KOrpvhkjG^M9d{n?m_d-pE5fBktPnS;&04MHcxBlR@)!ln@b3Y2DPBDvHtbJ1
z&K5ax$*ymh49{*br=$IfF3|yGI-`)OOX6kjir~C~h<wLzReIG9YE(QH|A<UllV)*j
z+ZUXRSwZ}T@iP<c1uuHN0%TMIrf^D{k^G02%ta$SSex!IDI=oLW{(ZXRH@7V8))rS
zMDN&%EWCTRnn{w;MvqJuqc=Zy!B0B2Sk0NT7wj-#)<ejD<{odKAe-_o+w;n>f)Byr
zTrGZ-c(i%a(0&ol<7w@)p1=_f)&F4bub<lbqkqvK3GVJv+}%l`KyjC1#hv0%+`V}5
z0L9(4IEA3a-JKM7cer_f&YZb(zVhpx`v-(%fb9L+YdzL;ZLAP`0^m*C`cZEJKSW<d
zu5MknYB>{hcFoWhaNXejI=UU)9c09QtmfYz!LUS50DQgq&Cd%akst-9*}uzJk;2Q9
zh>x&1TBn^R>mfpchhc6;dm_pL@{^6IyN;$zBDLxQg|eka3vV!aaN&svGE6!7(V*jy
z((cr4nnlUkP1}rvmH?P4n8Q6mb5Srma^zr4DK~uN19F-nZ3a*IT=>UeJrZQM_xCq>
zD8ur^k~&V2N~OH!{v9LIRB=B^N-53!aO4MT7>%aZG#P)+#gqsFZ!&0Ey63I0tR{Id
zZET`K^zkFC%Jb{e$tt9x{XEG&E`=%uQ+6!Tvh#ZzySP}1+SnbMZdc!|ix#vdEX{Ny
z^6?#SHE^y{tAs5U(lh-sMjIc>QQVw}*4+MXL;U?W-<0p>*F%|_H8tqD2Sg562|-gU
zHsDUF5C!ncx=Rh?wwHDAh+h0X^Hq0T;{V39chVla^}VG*s~@O0w(<+^fcut|Nj!;^
zC~TIuqCOH5v1G?M-Y!S4ay7VunTf6SMuhdJE~|qHr#3D<ufZdr$><wHTvGHrXH3^?
zJ}p!9qad=9^p6)WvMxJP$<i6V)>3JCdYL+i3m+%Tr|oU)w}UVxO0YRC3UH&N86zC^
zTfRnQ{e#nv5<0Oc#p{sL&_(Ky%L+ZtBr$R3V;H2T2IF9%L;OkQSDXaII?uS9gNtuU
z>hZ18Wf;CrZgC)+cLJIVD2Zs(T*o$phs6l|JmrtpsTY9AG0NHNU&&7+g{#XyEV+YE
z*Ubm^2P5mM{6Tw{C3H6QL9Nv>2wLTq?FaZd{gS?Pxya-r8ANp3vMS)ZW28snCc4{k
z{d4K{CzSNlhaJl7K6b<(+LiY77}uUrKTn?Fv=My37R2z{&6)?#l$gKUw-pL!PZH=c
zk`?eNVzJCicFe%;7rV*Uu3z-xy^B!jQwFjo*m4sK&m(#9fEqeYJYFdo4bcGShBNaK
zY}~wYlaeZPZma0!ziU}~h(7=c4Lk=+@?$9<iqPp!v&NM&`me?su9(v%BzDzXTG821
zSnRm*)HLp!(6O1*?ru#=CV7JN-a6NW_j7}WQk-?{siv`0D{ewA-JHltDll(Z{7HaT
zVta`^qE6@4lG4EpEB0QXH<{s;NoPU48|&MGrL8Vp>e%mpeyE&ShdTP=Gf;CeJv@=S
zwd03-98No1dA_CS>ad;aW03m%c9AzV@cw2-=g4t}Amw1l<~OE*JGislT%)$g5d`)%
zRxB*SW%$tVho^8v@TqZnzuQyPb+@%4LKX+NVAJe1XyZV@igH2}vG@7RRg0x6Jd?E{
z-5b9#GPwVN?ngiB@~;P`rE`kED+IK$%h_pND(KHYEZG55RX|+TkF%2{^2)J2)dO+M
zQYYd<7I<<+D9LfJc{N7(*JnNog)?+k?tdX*tGNX&*^W3sn&gAndX$XxRsPb?MpSa@
z&msGG=&wWA?O&`Qh2M{J%Q}OH+T*r*wk}5w37FJN@EO+OH~L2syzv!>fP;`I9sHV%
zj-3WYzzOk^P(<S^mAKg%h)|7H1H+Aqu2+m}8|mRWFq<BTnvCOq&IjML(Q4=^T;<Er
z*QJo`T)RVTfEOFKT%>v7f;vi0os5U$ZiZBYjJWMMPEdE$PJGX*+TYbs=saKpWYaSz
zd=RK6AsCR^dF{q?{=LTI7f^knJCSpNmuuMP0Oryi|1HU5R|2Ua?@jfCY;{iFM%u|?
zT!pyx8MUq)(a|iQ^Ufdh+mCn*oxY#>Q6Vv>g82LYur6#xFQ9uZUCx>Rce7smtHfKd
z3sz6#PjUZxZ!y94Rrd0GC;Acc9`aTNFOhYL67|4OTXGsOt-HHsv${4Sh2qe3KS_u(
zO9D>@AR(nVMZEh2_}w3nm7-j9%7>UVD2V%gW<O~lIg)$UI{$<YDyZTc(Gm*eK&Pak
zxZ$j3U<{oiIvH~(W7xS$D~yDKIWHly$<OsKh#=<`z4k8*I6MC2T-C)4-$}>%7#Gd}
zE0oePl1F90{dPVX2JR#?akJx#h^aY;VAj}=8Z<fPt{tdT+~laf;m1VuLw(zSnedtO
zVsenym-b_Zx^_?V%uT|C?+HrVOQ@gL>0ivtB1tJ0wi>^)>P)cOdEwLYGXqpgRFG3%
zlr=BTp3Jn^%EI-RM}RCpU@Z)OF#gJRaPgk>`Ch9DJ03YcNc-M21bWER0cm`N>5F&U
z?mY{=!lfVTeVXF3DNF4yusdH;<{{KcZ<Z1}eG)n-`q^oEzX|iqd!S1rt`G~|XmfFP
z<}<gjC|USB8qc4YTDG$n?ry8lFpunDc~A9APA{ab?^?aWK$)!($*4hAbrriugc`wW
z1D&)x*Z{}|7v?qiEjio?m+eKvWZ)?0GG}{=c^MFsGYA&@bbG<1qVQ>IkU)s>AhH8v
zp=bVqzSmxyW^RV$ELmWyBv170zB}k*D)v$xp9;SAkk=&<_8{9z^zstO+83O9xddCI
znZ{d2{$mKfmNuHds=&s$m5(CyI8_JyoGqDQhL|wn>0*3AHD(Qzpm{EhS!%%{nrDE_
zPh*Mq6mrpF*RI|~xb)E?W8u&&_rY0_esl?Zk)mVyH$4!=eX&_bvdGW4H9qS^8`tJ4
zq1RhjVEI$FM>biB$xUtur;a%$U2s4RF?o=jlpC)KXNujl#GdXnef%#2C>aU3B5OFE
zB2NcH=T*#|h_7hQY`H$wpu4geo6%kXJx|7bS2^0tnXJ+kU`P18D1~S9P<6cKBCtI@
zxlJsRIxUs8EGPkO8ZKd<9MA?u04RAUXQPtLP1>xv=H_EebL!2~>xfZcIk{TQB@VQ*
z(TNr={QT;0e$Vku`_04Kj(O4#`EGAL>`k$$5tR~e(?0?SdLm?))ND{U<jgG!xYszW
z8S~15G4<^&r!sMalg%?fm44!`YE&a9Pl+Zz|9W5~N0qwDp>|;QZ$$p}B#b2U-@nU1
z=<ke~P`m1FzDkoI{1B|IhJmIEQncPi!`XdCe!WFtnzm-%V7_au7y0MqLxVn#YPRC7
z-KWv(V&R7YC8dKTI?^*r(tk%;57e2d&=IK^01>kp!c4U_ac3Rm#S%PGiNwbdzq{<D
zzIM|)TAb@#er1{5n&y^_HD4V9%XQ<6C~bz=jtZJx9erGSqJv38#~%0F*&XDWDIz|^
z{fK^4Bkmo9<6lvzQR~k2#x{`*?OBvC?hNt+b4}5WuWydoP~rVAw>NED%XkqubZn;L
zTycUBb34)Z+tRm`Umu|G<RNI$kO9(grqwED^}O?P(GD9r6wSK5Tk|uC(aSFYi6P`e
z9q3XEE@8W4f!pg>Si0;6Yw!?E=eL2a`f2sg*ueIT?WjCPrNIqZvnMe}6yQ_!X8)E8
z%?1csG*^Db2Wm7Y^dwqI;q|K{{>)?Th_T1}Ii2)zJcF54Zc7f&+{S=@Jgnpj<pCMF
zyu**S@ui;6R)&(&wg4?Iy~ri`YJHE#tEf1vEGv^?4;x6zg$JB4*JjJ=Gd~kmgkBhS
z8rjosszWp=1|g~6Gd`-D0q*XtFLeE>&-^C*@>;l<Nv%YmB=U>^ZXE4$Eh8z232q|z
zVUGNWK~>w{fllld`?H^u3I3N$&RG(V->Rpazy|t=4F>rjqEj+T<kRZICDcyFLQOJ7
z)7pO~S<2<RF4QCw_I=|W(83Cpt<5?Z*{WAq4Zry5xI5xqPEMH&F$wg*l!>QIK%srk
z(~c@ATXW@#2j2dKv1pq7c(Z_;=XE~dtfNaHoq~%rq={#eXB9?5v=pl9N{ks_KDJd)
zpz`NSD;6#kB8Qw2T!Sw*Y5#-B+y9hOhD+lnL{Ew&c#6T0Od~)-wKK0=`y-ZCPLDZ3
z$dKID)Lm4WZadcvMr@w78n%zf5z~Sn+a7s+xV#Aqn@ux+XlrQ>c&Xc(_bK65Y=C)5
zzSQwx*`hCxw%+F+ZmwX7-Gqz#cadWh-VA7AZ8oNr{s3!~zysABvynLwdwTyKl4%04
zPw%pLN9J}u7sFg+tqyC6Od2bMu&>d2{kp}Mueut{*@#noM4?Qzq<p=su;eswbVbL>
zuc`=i4J%gn1jTw^nC~U7!@Mjw^zc^?JOBQ70m_0BWJe1In8I6Zl&xqkyv|{sh>>`8
zt7v+;qAQ!Yzo=sXhdE_s%jpM&qh^Lr#l(*gWJ+dVxeK|~vg0hX|9LOlVM-F<j0Y)v
z1`cq>I{!HDdek%BZU0we(9j%lAaU&pB7F4@vHJ>PBKXh6%~dawpmo(5O_0xkqmca_
ztVHk!xxYal4iW7GUCD3eqfMF{#tOUftXdYsRpM-&74iFq%s5F8zvUfXJwpp_{c_Ro
zAs@{%B?~`E{kpXhtT7>rwK2kNM_>d?lhWgXA)~VpC|NEzok%~q9@rWAmBy5346qvy
z90SS(wgunGpi{202d}*t)R3oDY;$L8yt+JZk<VFR{iW9*5AtutjxxO?)>8>G`<UJX
zi5#P?>|h*}l&$8nGIX`XqMjBKf2R63Ya2D|M8KQCjO_X+tY-JR&*U$+_SbMPUw7dO
z+i!)(m`JuimCz~8H_W7K^`~a+Vnm}0nck>(r^7OuihUgQR!y#lV|0CASQe<dW4}~d
z6}Xaov`IUT<li&CWTVcIFn|jkf~m?CMgLMcFS)CKt6uM?r{y3>cud(2$xk5OYpXMu
zd`C#w(dzH=3z7|?^x~P6<Y_!ErB{-ffuOZ=5Jy>SI{c(l3R~<iZ`C$M0IuWf`<mkJ
zoaLD138Q*c<~CN0ZryI{A=W~+{SLC>fYFIN=ZGB|UCx#J(w`ffwGNIEBQv|4twAVB
z_*?4uMA4kQM7_GcIAYz8p-46_up@-ff0`0{59BK3LF6789y|+m290Izs}i9{!Qm+#
zk@!JE4dJ;iDF_vF1jCq`K+?t=4VKGyba!vfyPs)SAEt`xWB7Qp;!|_~(S*t#Q3_g=
zK%h^UPP4>{q@wb<@`RkBW+6jHW8Wzn{GlgwrET@FgGp^-1&9uUjLk+Nk<Z;hyyJR%
zzTN&^*&rqH)ghtutF|Hc_ZwFst0}f0ns}FYcdlBv#3mz;Iy2Q8QQ<$HY$9-eBTSt)
zY4Z%Sk39lKQpXdH(9RX0%3N^mLQr?37PTqX2ZGWuUHZ8jyi>!UXY5R8Bv)ur5WAnO
z9I7s-LuAhJtVxR)Q{6=uBf{xZ1u|2R>A&tP`<54p_<FC{zSrg|3+-;wxp2i}l=ZCS
zGb~w?Ae;VTB>at?XR;seI(kzi55f<ZCF`h1+96%KS&DJ^(bpB%m0!7zE!)kB&zuNa
zuj~e$%WC?&&lxypIpBczhdKB-N`kGj>}Ny%$cH_A`l@8FNh&fRyVKVDdZ((91Ey7u
z<;DuKIH9%tkjpFj5N<O0XP2qc7{-BUb3m$D++jzF?@YvZD|Q*}SF<x1tob}uErpR%
zv5tgRi_o)UhYLSO1$*)ClD57uT#wvki83jACa2~HvcxbySx-iPdFpj7S4PZ`<^Ft`
zkKFDEpDXJ0Gmn@~NxHwDqLqah@pwR`%3oFHA;-Pdf{V=Y9^d*aBdx_Vslm*zFr9tB
zB}5!t!|}_o1qbMO&}!zOP$o~^Dg3N07X6{GdKl-%9ZC4;ZTts~?QpDuzqMYg?#LWz
zt1&-o1D%!M;Zx{=xc{dA;T?TrXf3F*%DiREf|1&yr&3)N;2F(Jx=XMw;Z6d4Z!+{i
zA5g#h$?$t>NgnRg2n=qXhEB7e4qtY{9gePmS&6RxMkK>jie(88bHtw+;W9D<fwqVR
z$08mZM8Rr2c|4l~uVwcsekh?rXB?;AzW|9^b)TbetFuY6`Sz@d2XaMVQbhzJVfF{X
z!gK%pb9WjpLQf1NWQwvfL^SE0`|Uh(kfD(R7Z}-SGkK&nyL(?mW{FF4u}jiq0d1I9
zxh3gMpctugciO@pw5*5Rv{7*He5~fG$QR%{<_zcbB_$k0+MZj|=9;UHY(#aURZ_<6
zkGibRD^$mY%BVUa*bTvbNu5pPP!A@hHB-TW$;w8PyvjHMMK>6=RvxXIKHAC_`TVn1
z?<1NVAz#T$M|u^No;cxD>c7TFSxSFk<P)oMQl$SVgkCIt-R8(3j)%}je^M(F<<Ok@
zoPu0>?WQgksIJtJ7~n6H>F~NUW1oU=WBw1tCk2Og<&;HaaZdU&U}!1(tI7#!p`lZO
z?-zEPmUT=7tJlI5&x^nMNRNvcGY>Mn;?Vsa-z95F;j~Cy0D^jjCfmw-(wTg;5r#~3
z%@|6(%8l1$rIn#ig_Aof$T7)mOgU~7sFc$6AH422>4?)oSodH5RJHr1GxZ~#KTq^Z
z7m_%4?It%Td?7V8fJ^FwP%GuLn<4jo+@3MzsY&}4>8Wa4AAOGd<lj?igy%Bgj0jXJ
zXI7Rj7*}4yLGPU%#=_y$SqwMs?kR={8L)St=hWDWYIFyLxj`gawLLlE#Q*M!X`10Q
z`O?<xQiblzu8~+Zu*%1VO<w(Or2+j|y#F_3(-7!k#|va%fxnMfmk#Mwvak8|rR0Js
zR7&3_t0yt7Jzs}lMsf|Hn<7j%YK@G-hq7=`dE#{>R$}Q~#+tcvs7sQkzRWk6xD|Id
zZ9zCfsIkbGN*j|3OF4jPRWe2kW(uaWq$;;RYA?}kr-V}uk<bryrRAkiHId5=CB!dv
zz*pQaiV|v~q|0{0<ULLHr~Dsz|Ci1Rt7kas@<)v7C&`exsHh)S4yy|}aAi7Y@Q}r-
zaa@!SDFOjIDW9R?Y_uW*M(uGDWwjqmn%Mpx9V0J2{N<-+HsxCWh%6J51o9EUI7liG
zGd-?DoEqE2el{Mh?MM$>Okd0|35HQ7+(<Ft2o9Q^Mqw(-q3TKlm3}p2-05?OwKo8?
z&qFUl|G;7d+~+j~;eQZEnzKXGT|Mnxs)*uM>=7~6cXXA^N84PLg)tIt1TvNm<UW6v
zrq$#5PJ^IM6*tWhD5iDZi0^^gHTr>yovR=dW@XoRC({>Ld4E|aCWMQCFu=73vTUbQ
zEL-)zVP*VuIB~r#*<$5_3P-L|=<nj5a@>p|=GvmA-j8%bp#%Sj#@`D~fazC}EJGvo
zC<nNAEeO3!i*?|`AJaCfYwKV*2<XYTyk?BdI@-n5N+L!!WXxZpQ-*t)cv7)1#}(f7
z^S1U04fYD+Xv0c^e1|{rV(?Upi4^MSv1^gFqAkL~Dxz4tAqRIKvGFF9GyiDyM!o0r
zg=i<AKA7ze<S@Np->y*P5;_iIfK7m=KZjP-qds5aT!?$X-p$7M?klhOaejl5N+9pY
zs1|EozoPcb^_PehW$gnKQ0-NPxco8Y%6%q|N*c@tTcvQWwJQy#(%@~iu9B!bzWoT;
zj!;z;+-^4!V$;#3k@um+F0Bik>FaP&<N}nu8_LvWQ59@@L5@kxfz0b<o-35Hb=^(e
z)`Bo0pGRF^U8>(?`~v=k6AMy(*467PfBkI0!9zu<3O5VO1AW3*^rG9MK`uNq%j}nQ
zvdXWI=9vW$!-+AI%eCi2+Y)<B@Nx`Gg?f_!>!#fHxI>|%f|4rQxLi7$!m$sjw4wbB
zV{^Mo>$9&QW?FeWAg<O3PgY7BombJlg{Dl(ATO?v21D|Ok(8b)^o00()<eXa%1VTh
z{a(shQBB@yB;S=;`%ZLgLf9HMfrOb~4BvNY)41>mX6=dEvxA_Rdg7F$L^(5z;F+UW
z$H$GJBy0zq<HD3*5<y5S*t0eO@91O%J~=^s(bUJ-)gO<LGSL_PyuRkBBbWzU8A>mz
z44$`kx|kS8XiiATck0@iDqlbtbh7wN{kdwNHr7@P^+-gy{%uCH)Bij^-GgvRq#ftx
zcGPU_L!=WGJ3TW@I%7+Cb3A1`r&#zt$C<OIOV4kAUNt>cEdGe9V9&kep|&^GT_#|(
z?dhb>QkM@y3A-)^(r`Z>cT&Noscb?;RW@7f#I@?yJef}GAODzi?L{t68@w`<=)Cs|
zH{>J>WeuF20II?YGKp$eU;DN<a!SV<FI!(EMMQqdfbkJs=f^gDmI1k_m#|k&eF;T1
zxIUfip%~9Iuj>&M9RW<~aJa{*@6hKrd7at<?&OJ~y+R(l`-+>dA-*0pRVRye?Hyzk
zm89T2@F(EYi?vQGa12<|`;drq<|m(O@qxL}=Jo9(At!NI$hYE)^8iK=_Yc9_i#~5M
zET9QBvmS&Sz3z1<vRZVnph;WeyY35d!m?CF1}@A?;ICT{^h{8nf1&3KNEpQ$7>}Mc
zU9rbe%2MfzGt)HTe<A-9@N<C<uA57>^N0^1i;#Ws60vr$RtDpz*M-4gIk@G~cIY+Z
z`XOg7H*A%lwAb&%A&k4{jUka3Wn#hkOax~UHEyUdP}d&9-1^0lh3$=3#<>-^QSTOT
z+Z&mY<s!Q;zUBbLQqANDlAl)hnsR3q%VbfyR*06E8rI~h<p$`)O!m+2p<T2t=&n`O
z;d8bKE2Il<jVS-u^iZ3-{hE={6AhEp9?2}l$Q$QhRNK^vIe-Ujwk+{F+Dik|rb?N}
z)B}P5&fnQ!ncYM2Qbw#fQLadN@c!XA&wM623MpA)9&6BD7Ct-`)FK>ETjnc|Xs<+3
zK_R!?O+sO?Rd)%|Yo`oR8TmeQ;xv*r0+S}X{~uY!#|s-z$>&%`(D}FNz^?S^?|NI(
zQ_20LT3d}h_fDvh`T0Ky^cet?W;a6S>nvbChO9t;QC-L^=dMC1qrX0&wcZk+RA(yE
z=rO`(z7yq0n?0hy-N*dYyW=~FOuZ1!xzb&}Y%&Xzl@@B8{_oF__TTEwUSH4+Tu^g&
zBe%Gmqb{4k-w?6GqX}hyKaEfA<oYma{$V5a%#E@;C$Lg--fayarPRdTvI3F~%powf
z{MBmz!h#r}el}Rfsb^J%9Y0($+~{j@vDyI=uR<6hV2^3Xc#~)>QNC1-n_<!~CW%m9
zi6jcxH1_yV@>|ZyQSx1eeks(AzsY7Jc0T`#i|rX}kV7m+^~!$}U02HB%-o|}`y>-J
z&uWy=W~GdKgalt=wO;XJ>Z3meu1o;9ZTD5ZBNi4_$2K;ties@#1HG6GtM_izDPV8&
ztR>}t`Rd9!JM_p46E<=loR5rbeRKSx-0lO~u~hSDJ_s0Uwml5Le3JpkJ#@gj#=)ga
z_$j+5?J<K!3QZk{p?|})>J?!hV)c~=D36(RANRpD+ZyT!Sl!-OoP$o`>t)$>R2@j1
zcOukcd><X7aA~ledx_(DReBb`n4&7X5{GbZMqdAQu(ga`4R4X9z^?r1p^E1V=krc_
z7J~(L{O3W~K~{^k^kKnR?C{O77li$ADu#xn-TaaD`SB(T`3?WWVa=Pwi7oTs82;oT
zDTsoBVleXg5B8uXS9TJsY$`KwhAtz1EG~mNORkn!i%)_mIR8Xw<Vk(-Cr?@f8>K(}
z-$GA~SvwfZp=sjJBX2n98nIRAa6<aeiFrSFnA6%bnZL?&$ytt=S?<mP$d>u1Z)avi
zwc;CeN33R&KH)3=TuINEV8p6h6FxT{2Qmz99fFxb%~xDT{$KtAeb$C<hLh`$dgvcm
z`COvFu&v#JA~JF0;p&A$CRbw^T+g`qFZp~QU@!$e8kQ2-JopAxvtk-2{cIg$aErGZ
zUq4pm3gFVp#`S_+H0vJonBj;&GigS@yOFOqz|fYTa6`D<UL}P5)X1AAQpuk5yu!E;
zjE&d&qrIU4QSm!KFPutEr#kC#`!U^C#L3xiL+ndaj@D*(gu$uJjQN;)ywaT>L+dbU
zmU5y3-3MWV{yCJwSu;i@a7iWRk64X>O|*M=@MSSXmx45Wx^T#RB8k^ICQ36vHSV%^
z7A>pD-5Z@@!YJA<{^a`o@ZaAQ!3*6MZgSe4I!75};=>9loo?zIbaYd-GSn5N)hG&q
z{5mwHEL(@8ClW>L+s`;saZWBz5&Y9WFA7zD|BzOD@PUt~X-C^TPu`Yxy-M2Jh&ETN
z7Q26`)vZEAS4xN#8RUvym!pbb@i}8s-}SiD;&s@v0`|5*&(JvxD9!!y$_I3PT^O0=
zPVhXfuHRlFsS^2)Q;B8Vzmlx#GK+-k>?es9;yVZ_S4E}lXf@q0PuBeq)e*!$#O6G!
zh#rZZ&!-{`^Ctd3i1xpM;;+l~JKR^|qoR$F6g`6a<*5C)_woPDZJEypfePtIiEOiY
zsm)qgT^0i~j4C|Ld!l~_6d3+4HTowBS&0lrZ+uEt+>-m>KN4z2E&p#3D`bk8RAt(}
z>%$WaJ{jCi`TwP6(GnE?-_3oY&PfaG6W9GMWN0-0KQYYse?nt|K8OZBw5(YjfY+&v
za3UFKJWJ+$))pzZ<uY9$J!4Enq;tl?M2+kr=7BwCE%>ktg{=Q9$4+1^p{VqvhNIdK
z3QwyZ9=reu2=akDPsznsW9Gw2^lC*G(7&%2Y)ms%UjapTWrF!i#p&OnEtk8KWo*>&
zBx8I*Pe)-I8aOc{F|XZ6RH+FJaG7FZYn$5uEoWT+QjEFF%oUv(tr-qUai@x_+kR1K
zXy`TsLK_Tk`P>#5h&QGFKbW`uJF~n1XW-k*-}HoxKW~m{hB|-zrsn3L8#)yfP@%!b
zID~|QP$FFNwEH-K7Yq)5IC#g&eGzwY+s_n#2<(xaOn4xD_+sn-Z*M|g^O=yC7}?3m
zsrb3=9X&EKa-RU0235_uX3!*EHob<=nPs~>BZdfwfE~ppqS$sZRJ?N~=nDx{TR*}k
zJ1Gz9bu@lzXu5K7*=@kZ#r0~rHKs}JGcVVm&#!a}iuZq$%A$M?{MusaxKJ-TH$Pto
zO7Q-t5p02HWe;?q28~l15xPOCG!Zu^zRAkGZPkuED>ac0N3<&Fv7^Y<t7v(Fz-|t#
zIjOtmf%4$szdx??OTd?XSd3$*vARtw?|Wmltz@5wl_jqw6ejohHS?#l{3pSapf?g`
z1$@r<id)icOP~n>Q*Yzu+(K2rrt4*T53O-Uq$0tN;;nP#7}Wg!FMwVQ90n>Zc%#EB
z(H{ffO7@_J_dl=x{~^X-FnA3N4*UO~GV1?Z<^KPH_0W#M4BXC@HeqsVU^Ducek;bD
z=Xb&XFH-;Cgh1;`*%ro3?QupbMWKzQ<<D|*%gcr<OJhrI!b)8at3{dmXiI3BICghJ
z@Be`FjaUh0bh6Sr12v1S?Y%gQ+CtkCgjjx8@}|BG9}v;i9shW>J|Q?(xta}$58b9t
zx+s534$Z|$Vu?#-8Q=s=-u>xM-97O;0d<u6V^dbWVE)Vm{kR`=a>+K+TW%3(+j%Yh
zyj$ByP(rg4&gfXbRLOR?vXWlM6&EBV-JZ*;^FN<Gb961a4a4p0Ui=s@NRZo_(M{I5
z`DYsuZ|Zb>n;>u3wJy%u!T#=8Xoltf@u1TAMu}ZwLMnJm$SRuF(}Z#oI&o4P_lGgB
zXmTbz!|YH5k-OFe+V>E(ejU940f>^Nmb?yFHo{r>lrosP5vd$%%?7S^b?eO#w5!*D
zK<<rbCE7)^HE6aRz12xOa4Q#_`lP=afBTmD<8{(&Y3JYGuI?W{1nnB5NZRzV3;s|6
zMe;YymWdOq`l^%E%KGgd=}wc=k2+_^>Cn<EdS#=m^V&)Bcc}&3;=!HqSw-D$9|G+f
zgU5BPbKO@Vms!l|8QrLUd1N=ife3z9dUv<o%-bdRRT2~hRz_^1Cj?K-s<b)53aPIi
zh9R;Rhy)zm#1jcBrSpQ?={im;p;;4wNI*B}kOdTB-%Vnlo`q)do|(39(OGGChCLEY
zm^W+zw6Pk8VsxTrdSdBS6u=$XSQoWhTqUWkKf+VX(XXV(ER7fM>IU}d^tiAg+cBcF
zwdMtHwqpgYSJvD$OP1uno(RQI9ZbG?;oA%9n`ca;D6#uWXzYDo$J1RnCpn>j6sv0#
zGxQxVu#!8vAksEX%Ga2y3~Peah5`4gNI`<NZMAIMi9vRxZeOent)%us#xlnUG9r1c
zQ~irxc{A*I?RYgwEGYJ5#@s-=ut_zA{EcFbl)Tvq6NcFtFiAnFI~FE#KlNfWMtG9~
z*ugKHjX-RTm;X30>6lgxEN^xp0q=l?VDiZ8^&7nxK6vwu=P6|pOX6^%^(4*xStc%x
zEA1os`PU$$+nBm;CtIy*Em+IwL&-ud(W;O4fJ0(FZa^C2exY5qWR+NoY5lHx1&9)z
z3=`~<+=6bnOQ#Z%P|ZE)VfUjz1VOF&n`H{;7hLI>`JUEnPaF^jvE0K^NMB<|zD0cq
zlSVr(iw+xnC{6LyQ}=w`&FF;n_EX@^^#$lh%e_v%tto}pulrB!>~{3hfrHKY^GjW#
zR0`>pKcWd(3nar)%hdh=S+pvG1Br4ZfAVRwDfIeYn}b%0QSGo|@?47*m~>W<LwKs|
zz7KtT7!|LpJ5G49h>6pDD*V+BGr*!FGvK;wTJ!~b-ReA~%hP8Ce+Xd<{AbukubP?<
zH8pu|7gzd5y<lF*pzi5c*S{I3s?KoPb2?ol_~!gW2RyovHXU-M)KA%f6F&`;zW7F~
zgmhK<S|KgU`*$JH3lJ$mTq&g1yljueKI?*%vKjnfvK>=;O=T|gCZ#K|!ynR+$6@M+
zds1T5d(pt)^<5a-*#6H>m!(N2JKW{6FfPgrpXoOxz8v(nh<bE#Pfq^?tdsQn%P7V(
zrOr^7kjAC%RWg(rQf3up@X+-Fs5F2aO;o>cSp+$^3U0e@oKz8wqPN#b<pMLAkj?BJ
zpYzYwr*R0e=C;7uFSMTqk*mr&CzXMO<|Av+ZFlzn@tZK&5p-=UD~xoyLcv6DTwco$
zC^OMqs-_c6cCtM(dLKhRYu6&MgATn$@C7Wj%}e|ns;DVuGcqP*>*QVVRacup$6U2$
zC0;zi>|iPh+F&-r7<2|SZdL0vOX_qkJOEw~^h>~VO>8BCW%xA^I%?FmZyYq_6==tH
zt}StOKV2ybBM9V?8~-cMrWAIZJ#I7h_9jh=)gM1fSl3eD-)AQ}RV{;4mTDg_HTg0d
z5<dL!;w-M8j?)8u;3sc29WY~ep7f$!(c%jV2z_^c*R<DXgI@*&l8rg&kc7O<bGzNs
z>k2RRj{QR<ys3a=@B0RFdbwN0&<Bx6KPx^<8h^!59&#9fNBg>@5A4~Vmr|GfN)=a1
z^+~RQ55%f-;|9GL?vH+*?r0VRJbs^chC)qWZQMqmC%DE{vQHg{_-ova;6`ihx~3+J
z=AgDm-p+u1tl?aJHpzY>)-fA>xR9M&?)xeDrDgrTlMQ*L12uvWxZAq3#OD^HcC9<?
z?~bOP2dL=N?pK%~ktOg^IWy+OS%}$6=0U>)i)1m1oXa<wHO^Y8j|&XxHoTaO=VGB<
zzl9yM_2XrVZ`6v$0ZWK)%LE+Irv3*wual$rI8iK<qv&x^rytt2m6ColO5@!||3C{$
z-9^+p&PgZU<;^Ww)tWc5V!{f<=o8NvzPW1;)M2RoP;1oDE%F4Q$+lAq?L51Maq*FR
z`urNW(C{?fExLH9%u6{SUbFE>=M`D*V{BAQ#8!`Ys*`gDuts#t1d*pO_#o}rH#UOQ
zmI0IEMPF`<eySOK^Mx~K`4};)*j9Sf@71Xb&GO`%fb1-r$U|5Zlq^;$%{sTxRg91m
zk7o!!Y;BWOG5rl##9PDe8<N?rXb2mE9Rq0Jf>5fO6_q#ff~NnZjje(R66iI_VJToK
zJ0#Gwc}GX`9PQyWN6cpK$ufwz@Q{-Zef8KV7Q-@3+=zKCscgTxS-~m8b!U%>f^0Vf
zp@|4RS_{9$qBCmJ^HOVK%vyLf_mZhW4XM`|yN!AOF}d)eFq5^VDJ+Cog+du`_k)F_
zTnsP##=f=sW@Gw)tV_g5r*K89@=?y6b;tyKfP=c161qYVE+nd}kW5NZjlzz-Yqpmz
zI`s7Nu`Dkc>s06C&nCT{6hP~*-1vf{BOCEuhNaVgSs})`eL?!@0%R(EU*)qhqgy9E
zrv~IO1~OwKrGFZr5gi7fN*zlXcC!fpA+M}$<@R9O82QI1(#V!E>Cv5V^}lu4H_-?A
z;3NCqLfs$EEl9+=DnXfUj(^uj15%ji5j}>63Xwy>0juZ5$A;Iw0VotpQclGiqgxV_
ztULIA{@yr-qqg~8F}uzQ3Nf_Bh+VxAU`xHMc~Wbm()s=(F2SlJJ%n%i7<K1gKo(y!
zX)c^sh45$RK2Ls(pK*X1VPr}&aN=t`6;LF8B;wo2usRVULR_A;3GzDJ6Vtp8y2lD5
zcu@Sq$2o8M-d;h(A&>E}9Q}Y4n^wwnJz>HtZsC7bTk0u4f27CMKsG}bFAvI3Y#%y$
z9X26ncb*S7^t?3qwA?*NzUZnZeRMi^bG<Ortca#Y^~mWTd!g!7VX$M|lS}KAh9et2
z(J__f%MZ`2Gqct^X=3Ao5muR^WHRjvs{X4e^rxAEB3#;qd4f?uWW8xbhlMdq=sK&R
zikYswX6tA}q6P|Wfpay)1-;rnc+xeF16nMW@}gTRsO4k$`6+%70hgKw=BGX5LqV)b
zfYlKqLr*dVt5Y=DxYGK>ZH6cGj@&So&-N_0z5+-9L;#ZAGf)sMcc=c~jHU1wnIGsg
zu_`QT|N2jKMrjFTCpToz(JPb4J>@iOF7m<BTQWf_X}RGwp)jBc(WHzZ4G*KUU%b!$
z)>M?57jJJKeC+C!4tqKM5fY?RRVxW#b3((e0{n;7T#2j@xH(c^o>w7W2K5_8gXQ0-
zkyP!}8NU_Psi;hx{S6PaGU9G%*NDIS)%RTZWKP+)qXye6e(R*dj5EtCHw0vzc8j+r
zhYi08iIk8u@sI5M6kVl`9zuf1PiZYmmkQs{hFIV-KngGU4vxR&pB`Dy#2K{ZS8XQ-
zn|ET>a8Mz?_DWwuH}KX6E+cC(6^E{{HlQRF(D^m5g|}x$5POcGphV?gT-}7Fw+Oxz
z%qC1L$6pS;ZA<HQ%)_P|?ArW<Hi;wp-br|<Pr~gSFYTq^e1kF~a3A@moZiuFwKB_&
zS0C53@Cgpg)<}q&rNgEciKd#91a3%cq@DG3Gy7>iw;4#KkC09sH9RL!Vx~ch8iE*<
zPR1KyW&^QPu6xY(!tNw?@x<oi+lotGk0dqT{e5eq{(IA7f;b7eU-ML1Wp3aov~1dO
z()+FvDK!fUof}`7mA+Ypt7@Io&|XZ?z?@gZT~2cVUzdKx(&5s~^rAE(l-7Hf(Na46
z9;o4HsV|O1@lf>*PFL+)zV^=4fZ&=6Kf%cm{0WXEjD`?s;<!Rc2GJ&V{`xp+yGtXt
znTN`UBn#DnHMjNq<u0y=z%-FurL}k=y6VFl!9oU>;tWmJ;;hbfTmpoInl+|j6BN1~
z*Dexm<<M4)CJ3dOiC0dIVO3?hEdV;vL&j^3n7~&bF-WB0k-+1NuXrH~AyVXq)@@(Z
zGd_Y)E^I=^2(9#l0bX;`$`EQ+u30fSmE|QxlGqV5W>)!C6pq7}rY=(6>=?0R`!%`@
z>Lf8VOL|*eRT(|4v-e4H*n~v%Bbnb7K_c1dkYZylOpFmMs1<GulZB4j7#Zb6YJ|{$
z{I6*pz>KoIAU$31RR;SS+&{;?0*i;$9LZH&ID9f!B~uy<-@ll?;R9VPpDHgt={ATu
zy51;`o$8WgBC<ORYLPOea&ePlEn)^G#&a+jTDLfwvMDWk2Bp=A$>aoZLiu>M;97t<
z%h7TE_7<&43to+Z#=-@Yq*<(}$M~=C)JP79Wf`$Vf_7d~KH;~TF-l-`lKJIHPvF#F
zWAeg<^Pxc!sp;Q#I^WOdvHH>}gCS&8cT6cIVc1w>mZ!zqp_g@citnn_O0oT~zq56p
zb&yua{0<OfzgBk8c3at2@uW^hH%>}pQLEnN)z^rSvULqLBVX=rYtONkMO<mt79;p4
zV_&{aay5TJIY^_7Ne^@uV^H0`+_@ZJ(yKw=Ye4#gb>eg%9Xy71=XKOW3XgVvV@{dt
z!w6oxW))x~4$G|W$WtG_DqHe0qy!fd%WoUIRLya-9XVi>M#6gWY*X%~a}O3=rPnu|
zQ5XpChMEk>Iv`A2WF)LAaTz!xC!-n<#ET`=?{6Y4Ex$5Y5oh<G=reeEi5ko_mk#!C
zOPr&D)Gj&f4G6xGhfdi%>wrd0T%J!nPi$qvw%qoJGv47i$k8oyvW%F)iLG-lTrz^c
zBLtt3l;3vZ)(0@n&i=Oi&<61_C@BTat{@TDx}$h{wW!qmr-jFq>KHduI}$TY61J57
zkm<b%Wmr<na>*rIFe%FGDIHmr)LitA0qg-8|5U~R34F`af0S5c7m5wF+T(a~`7Xm5
zX8ywGp8T2{Hw?-cRGztO7)vRJ)-`TOEG{iZgm9q}9_VlN2vso<=>1LT3@tw12_ckc
z-FYIEzj+vEX<im4u0pS`kck<QumkCnR3m1yL0}kKsX(4=brRE;X5ffUO}I+mV$V(-
zm0dL`O#Z>5ndtq%E^lH-Gzroj^Sk9Tx8CkXe2Qs`c;A27GHk`vew1g5U5N1T`qN1#
z^QD)|H@4`b!-BrE#i|pbHQg!F_NVarfAUZ0cy@X?uaBfF_;a%JccXbhX$Hb&Cl-{_
zy#RoBctbZTGtSu}VZNCJ``icvu%thHr@zds>h*6z?-zZOo*?Lmiw*Ttb1fDIyA<Cs
z5L3{o^rJ&R!iu@QB`kUedzf93#jIdd62!#Q51kLH#3n2S+hHLyorHf&XYq%OM?Ix@
zqcpJpeaA5z*_8#G4lR{p_nr<a%uOvw9<vL~P-iTKs*RDc9qZxg`<%MmV+H6BYkC2F
zoiP<s%j4Uy3QeEH0QYNBrbn#(jX`w4M;a_Ql)9U!z5z5*^-3R#SYZ!}Lehm#%RY8j
zWviJvVg7Zh#{jE^*628la}z}@R)b%bk!YG#b-y>fm6)6<Wj!CL8A3^3=uG`+PWIP&
z=?dMJgsu=a+6JUREHdBZ_<r33`|Mu}L3*p?j#VKjg?%o?)51y>7I4r1#Yz&=3=Sip
zAu!gtM<AK$?%r;=iC4!w|FAb&_N0&eyzP1{MZA1K(kZo+{BzZ}N=GzI8nT}Eb6J%P
zt8M!OgRN1IGX46sfp96?w)!+#MmZTMZ7QF`?#M`+kkJWl(tC_AI2<O9VP)zc(NoT#
zgoZ#8PZYqPFFzvaI}>lVqBi1b;R$1^#D$!*-1;`Y;wOdmsjGTu1GweTfR8z%AtvRO
zZCGisKvy7DdT};KPe4YaIak#B7j(Q%7BWyQTvnqA(7fwTRN|3~N3p_c<MA5v8>6*!
zqO3XYeM=jdDt9B(s#wJ_-=F9mv(@B&+w@>cGNzap9XD}cx6|pDckb#!<iEBpSXKzH
zu`Kx~q)JY_NS=vsw0&buJ-mt!PexquDWBOnaS&=DE*_r70QmEZ5~B_iu}r-#eir67
zL`)IC38S%k%70w8hdYMfsJER;ddao8?sf(^_M*qADhCbS4u~TpM5*W2H#cJPjSBSt
zlrG)IA&n_2`rPj&VzOFw#$|D;P?+euHO}H@&;x%nO_29Fm;ORc?q&-92jmciON+Pn
z2F*zq0lja#{!4zzDyj7b3wACO!3WNoJl_F7u9th{!cZ-toXl|7NB1d*^iV!IhC$4F
zN8Qy9fu`H9+g5i01l`5|Mc85kWujfYAY9PIjsnNY!~+3m;&$|mFy=@H=Vu4Lu~)oq
z*rGOL9woN(0?(NCGTt|)ngG90oO#x~?_KlW$O#)u)d6s{2t)M^wHRx~c!=^Jv~!&c
zhUH@mQFteL&w2=pi+c8_89}*E=;tN~)c6B^K3B@I3qq0C)-=R6GV)t4X2rgBZaSC=
zG5@xv6;Tt2;{7cDyY?M!sfP(M13Ac#BbX4DltYJP$tl0&<%Y<@)mV-}SIE~#@`F+>
zFaIfH%dC%LWS|h2$7Hqtu<eo!5gkDnFfkfd`YDfRf{Yx=#R_L6b0N3*Vbg&lbjWJ#
z3Yr6}ikaZO&$gw`rZQmtd`+y@!l$padhah8&4n0=$m3NdM$B;NdmexdhJ=2hpbu2!
z?+dKEi*?gaOT>Stl-<LU9QIqW>Au3$Sd#WyGYlnt<e#=^8^&_bcJ(6#e#0+&#-My&
zWQ3~eMJO7jyYNZ_7eWQP+!nVIT!Mc4K-~)4E3z{R(8tY7E8LZelBAg)5qz`*d(z<;
zY!dz%xnPZ}I|CB{jr4n|wDG_alr~;qAUN+5S_cp(p;Kbap$3EwNtsu2d)Y^6{zpMK
zx2Hd0QjS*GLeq*xq5AXcVkxQ5oM8eR8vk?~Wo|d!>@Pa!w1VpXZX2HYCHjML;@|=I
zIgrD*v}c47)+(T!%m0~_H<Iu3Vc_0&kR1(MCpmYkD=Cmvv&Frg&2mEM*wId$oKGk|
zQQB!IaUel$H}IOo3Rz`)EB@S^EkHr?1I_u0S;!Xp-Nf~04F%jB^wuExR1zRdv-6yT
z!!>RrfU(}~&bNOSG^9vKocd0~LHQ-g8y$5hoFS6CIUK{UoN;89$XAiFKZM)yhjweC
zTFdSA7Y5=|%UEB5&Q%e?R0l7*yaMzOuv8M%md`e6u2zPf022%SoyeZphEzaQ2Z&iy
zZWB5Y{ai+t)sWCchvhEKIts+S`OoHo)rju#p{CeNE6uwoV*yawWFq9iIjM9Zmn-$h
zo=15QiiRECHXO1=C*UZPd&NwjFDg#X)lg~gp<4uzJYDuD4A)xyFq4-;gY?S@bzKh_
za)AEvTj-=hrW*K4g0~iyT-4-&Pm#m0%o6dSg(a9H{*oSgiCCE9J{!lf;J`H2n!}-$
z)un``2^cla7G@5FIsw)-SjgA(P)D%5Nz2`L=#UEJv3{CK{}YkneYYhMZo;bK%BRUX
z<ON+O4&k(r11z1XUNx-wm0B%OSzl_hhV&jcuX<PA+D!b%f7*R3qUVWY)Q%ebu+ew=
zPv(2v!kEpnGLnkbLVL#U>EFK^8_i{YglXv~(HR&sM}?!9%-1}8VG=mPU+tj`bF7s(
zg<CmjkaCgvO^lMrp}STs(sU~V36}JH%q@cE|CAK_5O<1yzaN_4r-DY$pw);33_jYG
zPW|yFC?nzTNr^c(A)t#GfSO@LZuI%L!!XPHLW#-=-N(+}sftv!X0Xhf0-Qau1q*!7
z`w%p|Hos-Wz}A(VmL+TFcVsVZyzUP!d4>z*=IWO*6At+LK!!p8k%2Alk$y}(=*iyh
zNS3ayG)u>=#?(GTw9cp8`Olmdz___r7c5M^c`{T{ifpQ_0%8@4Nk)SEBYvt#C)3Fp
zIuH`c6?lOLU~Jsur6#r}r2x+baQx8L^-&-ugKtDh=U&^QBp0)=BgJ0iWchm0n&?f)
z8^>OR!oz2m*`pqyRKSDRKb>XvjeEAAFq1+#NKWt5it5lP19<8|K66(|5njFdr-=sT
zP8pkidScp3dB2i5ISL#zyn>zJ$mCC``b29W=Z#A&iV|+huE`qI9pU6tDLKw}NxxY>
z==AGVIuqjcD$0pXP~{GxQ~>xuk4Aj|b%1vMnMvo%VzGV8<l<t9(2pDHp$R3UwsgwL
z&58(tbGQ+;VO?iQCLYG2)O~j%u^}KwX7#v^_vnhJOr2M^&D^1b$H5KF=I-`own-;O
z^!31!i}Ouz?>ds$bf&f^m`N#*Qg7`j;6(j)Y}PCf5dCF1^haWfmnC-D6W?m_M-ujv
zJ<`Yl(Wm76Qhe=_tr2->e%t^JvUIffF&_@LzSH^Ok)w1~>k*=9uTIr*|B=hFuvcME
zXbOLKODBTeEU8&-s`x54)~w;XglZ$h-5)vQNSofVjv-MsV_6FJ1)$YeT~SAO<nd9P
zyf@c@V?vsZA#~bIf(Vtz^1K0<H?3U~;0mvo-%%FoF||HEaJ*T9xz*7X@fLMgs;_*I
z>r%dV_%%kYT!G-b-awAudZ_bpF;R^W@N;gorFz2x9QiADEE1)<SFedG3E-`wF+^5>
zZPn)r0iD?kFJT-%r(6%=PS`x28+~Jf{L!UXA+ujDE-qwU+j?zf4>NGUW$nav(7g}^
zzE@MI6PzoJhU5H%BJ<6lx4042*3A^vh_fpyv3;=BBPLUv+f3Xad<Q367c$6Q^54X4
z5kzr}h<qRo;hcUsNDHy|KGLxN2de5;%|&1~DPc64a)OD4p`BMa^E;h^a3Qpz(4JIo
zm$?<s;|9$Ubs-6c$XLM%KPh0#uCD<A(3AOaM35R{0>0FR9B-cO2`z<e%+J{dvAJ<&
zY+1{{X11p?ERh>xQuQfqMJQY;Q7O<SVNJ%T)P{JztgMEgTA0c!`AYQTl<DqnvmQL|
zrFeN$|41M8HlT&Hv8}}4I8mlKt?m}W+SP^$Uq%n-18t2OoH0cjk-}bN=DAF+aP3zD
zV5xYCpO^^g`(|A^NgI7Md`Fh4coHrHCb`;c5SubNLm7Q-lu?`eikhYK^qdIAn8#3J
z-%LW@zFbL^LI|g-zk;wM>>5S-K9%A&uNDUai3S6~HG#(xnvE<I{-$L8QOJJngyG+B
zr(G`L4=vEkbw!U|UD0ov_^16lcIL=xercWc6=I_VPuAOk&Fs4`ka1Am<$gU7bVTBt
zVf~G(yJjw~Ei?tTh}ku+KtdFsHl);(sG2<%rT@6XJKw`s{yO;pIgR^LmR}qS>zfN5
zaW%UgeY)U+=3bfZS@ufY35##aZayJS+0{R-uG-Jg$&_7_G?_Y>f`f+|T3AM%Dmp`D
zWu5@GCB|mORy}*kv5_h&2VcJijnF3S933YRGk8NjtIwTJQ8{$neQt~&JN=q(0ZU<X
ztRoFE>f?fpp@E)aT))>}K+9>rGEvW21wh5#_?3gLJ+fzqqGwXnHO=A)IP~Y>72#?h
zHNS@rH9s%HST);fl_=DqQ<Z(LPtK&JScs+7KAc|;u2q-TxA+*e`GX5tZ_%Q#pYJ{{
z9FT)U9Pgm#&sTBUmtscDIpOf~xZJI3r<LZEI=Qt&U(7<Z&4F3p&0#Hka?F_WMQ)XM
z7RL<*vSB&}m5^gcUL~Ag{b#2et}(%kU`Q-2A)!z-1{(7-^ZHmS>wih!WL@*&3`1(^
zJi!Fj^KvG#FtWzGykRjQ6c}5-0`wOf@(-4`WzU(P;@d%%7c$4JGh)&CuE=oZb{Rbh
zM)Y#KnrsfG?}{S|@s<oAI<*w{sM(H+!<9075za2y$U!Mw8;!Omhmh}N{*)s>G}tJl
z78TdG0e?p}evd<k#PKP4HEA%h3b+&AcM@MRH&23v`Dchc1ST(LUU_%u9m0{P#RNdh
z4aflLuRE;-iNBOSw03)vj(q!8Fn-jLl>d=A>P_flC0-MNp8K}p`kpdt4#r@UkCYyj
zIRBjTP(QXj>cQEQgyq{msnB4gZ3=qdIs(WmMEOA12x)hvdeC~<8jogT67K!WRCvJe
zH?Dwp2LNM1*9lj*tffuLw;<YDuSo^Rqx9`*ITB#>GW=&D17ne%yGO+^1%@{?oa0wO
zs4cliecF=s5o45+COWyJqYQg<t;XblmvV-TDV&k9(T|<S>%!ZR<cBv8@aIl}<?slZ
zlYHwN%)>jau&$0c@I2b5mOFrM=X*|4l%FS6qX>SuV`@O_tr&)6ve^>+*wo-(&a#kV
ztj)mg7Dlg~xq<*DtvtZsFMrnc2WuA9?ddgf0`0N10OmRi<6M8`fzu)AN=a3CWh+DQ
z_<atDx07?_<{%+0+n3AvBzP~|r@%W>o9W9Z9k>K#A3UIl;?`w3?tgio2nkx=$s|8M
z5_`krHK~}67703cKA<$00-e35*p+a9^_<NcV}Eb}X%-fmH1`0mNjG{zt!FCe@IS2W
zurH(t$8!%jZ6C#ZI=5cnG|L(~SDixlvT+Y)ByV<PhhJVggX}_>MTY9W{op-0@MGNA
z(rRHPW^D~?9F#bzn4u#q={<i#s}c~2BH^dp0f(#BiC<GP%u<>*58_l&oJV8pu>`%9
ze|&Li9@mQ%XbpqdZ8T0^;b{Aw);Ir?SE_MD-N(w{90lLLL+i&W!NxjPA-p4)Gjv3x
zF>;Ehe}O+U8r<<!xnz?~%RUtAE?<eJ7#49@zzJqzOIc270099_af37?8&1l*YKz?N
zva>THb8*V`O(&R!NEDnMVmy}6&E9g*<Y&@EErI`wy0;37BWl<%vEUNiAqfO`m%-iL
z-QC^YWfI)oEogAJFd?|R1ef3h-_G~fU$x)L{q7AHU8j3$x~AyU=REK8Cg_!%JA^9h
zZb)g?opQ!B<Gi=vqD_`rl+#gy(S}Gnny0;>x4A9!B7$XD`<F&uzuV&a?RIqPLsU}2
zX;#CmRa?=06;`9YRIjjOOt;+wIEju>lq(dS>;>)OQ4SP$4-=0n^rW#PPS6L#z%znk
zh3`YYr?V8K;Z-v$G#HP*)8`8!isDid_6R^rIbtDJG_p8*-+xSOPx_282NyAAwIG?(
z>yAl{aW=FS89BwU0mnaHsx%{Cl%l=#Co{aUhDr0B2RCX$f9PRWs@~jP?yzyUv$pru
zLBXJIZTeeZ@zZ<+&FJghe7e9t_3bzrV%IoJrIQ+m<083NX>zN0WrH(_i_l^T*6Axe
zY{S8vk3LTj9<?W<=n3SV_Ua;GRE<#iyC$F*WiwrSvHX+Yd!`U*6!iYTJG`1vnuT(l
z6u+5Qpht6h7C)Lmv@-086HH+^=Z?A1q!N||?tiO{|ItFpI*wqqO<%q@!Kh*K6B3L^
z$6b2UDNWRF|MQ6{k3T}7I;yxUjjHO-DB}LB(Cysas?0Fp!-D~99ILi^kf7(Y47=zV
zEqIIX^mjV1HFyX22fT#@ZU?da{L9V|mUQ`pg22l_%z2XW7ZsUF+pcM1$j!hr-%pnj
zZs;;{GxZGzMz!a1C{WH=f$|%PC1LL9>A(R?@f=!?;S2nRtK83W@$lV+pmY}L6F8>z
zbiV=I(ydust5Zi8H1;_qGfx%G$bOq~C*#mKzb?$mFK2SEM99}ZR2gcA3}wVQqa?-b
z83s|qb&unDd$=hn!L6e?4V5c8@|>Wk<%kKhvO3ng3HQj8CvvHFgw?Lm;k<NK!(G&U
z9KlJ!NgalxN7RK@u~`cVAPJT^K;eNh8@iU_Q4&vX0gH5e=*JeIwEm-69|PcwRpGyU
z00T=diOsn^z&iDU2j!1sQl(%ioj!mnc65#{KQ;HV%+gU<A9p9qqE&#B$y9h?a-++(
zRKw0uUB;1fmfrn<WV_c?gd>;iXl^jaHfx7OTP?dc^I&oL&pH(`3S_wn^`ZD~Bey2_
zd4X1ePp6l*ILbexY`ZPDQvI0=XyBCYzKQ%987?d|LX<$p7cCTxw4Sm;X9D@=_Yf1(
zdb>HHygFzgJ#e5=Hb_duPq|N->Nj1!-Z?X<jdxOOvy})y@YKTs3qR3R7~!Pa-i{p0
zrA4bC;tfCSLdt?vTJ>42aaqJMDKrC1R|o`8cns;#iFY6_FCf5Vw_clCVIYg4u%Ii`
zD*IVcV*E+(Q1>Sk-{<44HH0J2vN-}H{bhdAT6(;wKxkMTI#q%QG<TKGS?SZZS5*^e
z->vGO4mAWbs6;Ca-<3b&FjYidF}@8Zs(C7tOwc1=_l@D2sgzd`xuZ0=CS(A~kl&=u
z3}1lt7Z(^3W@a()$X-F&@Ufl=1pzL7q$kC~*2anZpWFwERA8^<8!O4DP?l;vj5&vO
z^7W_$iTfa_LbK|uDH=oA+%)~+b>>gnkHC(J5n^@lpTIi}RJT6|1lo0QvGe*db~RMm
z^j$Gj)Hw#;DbhGmi_~iu&L_m6jR!ou#jwB(6GmCt(1T*IcjG85c|f3jZLz_NNy8;4
z*_rp?GoB*XS0Rp+&6J@DuMIQ|uBPh-ZT{=%c(Y8HUxNMaKvB6v5NuPJ;L!$bHO<#e
zpg(XsbaZudz&#&ft@n9ZNh&A_kcdO(R6G+qf@zbbGX;FGx2AbSAxmQgaUEGU<j@}-
zk~90_sT!2az=?%sw1d(I>Lg~;U#P=GA^xfi1_&ah_WH#PX%H&m5+nh4L%Qsq8FQis
z84fll^Rh{agS26+B~?Oq#bNLBoNMNRVwTU)%zw!H60h$sbrxzxu~5Dq?uHLOdF}29
z$c596A5pyPZ40T@Yc(BBBwY&FA~@Yk<5p8Ic`~zKPQvRvxS;L&@!OC-_BCEFip%VJ
zfpn?o<-@t|gY-R(8pG*%?#PIOp7yCHNw38%><8z)#6UbU8>F1*$?rT~{@hHwKfFYe
z#ibK(hR))oT(*8o_&-CxMqGG%6Luc{89$zySobrzWKBL&HeurFazgm-usUIS-!JaM
zIO-l7mU~I2ncmv;*iKB%1e)Y%$NIa&#O0(|{nJlL|ItLJKuE)9#=)S}(Tqnjx<2Sh
zl*4fiu7!xx%rVgym9m_KJE}nntL6opa`!_J6hFKNSg5Bzr;uVQ;8aE*18+c|l?vfm
z4bbJL!b04~DMARL2@-h6fi*8FXQ|cSO<`=<Ib$O%Nk>odBlt7z7G?yrX>}CrZOOU7
zgHariWDcKvnN)N=$P2<GYi|qG0P6dYAq*l(^M-XfT6qaR?#9M%f4ha4_`SE1))8V7
zmS>06G{4ys@CZ)0pN&Yb1-=q$<@WA0c=;zLdZhf5-BzXUg%bk8RJMPl-^p8qRNbbW
z54VYAqdNHgLO&{=1v*y$8vP4@ZR!d=behp{{cBcyd3(Ju&woz-Z^15*`6ECFJ$#p+
z^rDC5EiGHphmrbs-T#Zrm)2=p1*!Rk>HiBpUkJZ9s@cU~cDd_{B{*<8=|4(Y@xMt;
zx=5*`&e{{MP&HKJ?QB$(-p$#x*UGlnnJD1)K`8NJdIxt+J;TcHrT)>UoSL@AcfXcT
zD<%HN7z<d6$@UcX8#G~;!lA%|5^vuFpLy{{?#L-G+Kl^Q#+c=3Z~#6xmi8ngD=Sv`
zO?b(7S(XiKYd7}~=6%pQh<c>+81Ll8kXHEVOJDsTF>gi&0USKMY~vTmo!i@M+4oR@
zZe`GDq(nu*?XN#V0gA6`HW$LECq%!Q>=vd830Y2BDgiO+?d^XW-RNk<F)e0h=C132
zC<n{c`cYSmJ8eKQ+~uWrI-(et>wU2U{Ymr_B{%di-`KC*<T5TM8XClnjSVawWxT<c
zr|cEvB*=Dy`_W92{YJhiBO~K@F2B}QNy#ZJ@I6wF$iHr}vT(eg>;*+Nm9qod;pMSe
zBqyP632WzylCPSY)c>r%{r&wHmzUeOXBb>BXVFoBg4rZ=^q+}WIy;VD>vN>}c(Ggo
z3f*~K^a_F<a9d;TNGl>bo=!}6ixd0@P}3ne<mAj_g03$Qs=S~y1|6(-DENbI@9bDi
z_megko6=0T{$?gQo=C*u$pjeyh&A=Hy&XR@KjMBvRJz4K2D=pIw_Xwk`?p`eu`S!w
zKMAfr{txFHn@*Exdz-c8Kxd5q_>{F!*mXemX-x1x0$=5hQr|=P-b9^cHhO?{H~x>Z
z_dkR%gdObv)tQNDPZj~}pDT5~#$j~u{||BX|3blls#iKL%E@$tfivKZ9wpYvJS|mZ
zlRoaN4lD4mskKTQo@tq$gzWsd%8%%AG}go$&29QGv9=Wk+3@?%R3A2&Q5ys?qpwr5
zdaM#LV#8RHBXt<$MO2L`O}hts$?2WwM)|Q~Fvo6I%y?tI5{xHan~tiWuI6WotFYFP
z*wh%w?>kXoQ#bI~)G+gV6}j_k)zRw#1w-t<u)jq2C1$=g=WfX@v&N=DXV;(tlcqg7
zSb@;tRN#G{)-%RkPqN`AwNB2{;c9hHVRY7$4!lDX_>SEm%9O!t;_)q5%ETWL1S|UG
zOID8tMB3B^xhNE7d-n{@$jGQNU~5+lU08e#e3s6`iEL=NVZ-_w5-pv2u1tqH0Nb@C
z(XbJSm@v^b9UFrhT3%wm|Aod}mqRP@NNbz*BPE;>1$K#$g%Ry`;l=G$(%eU*&3c9^
zAFSu+5|5<$$-cJn&1FLJ9TX>-ms^RxMVcecJuE5-=@a5O3`EfzqbojTKw1ufkTjO&
z1h?aO3t_FhfqzKbHsb<Py@}<09fo(?y)bjO`L`sb(cVxGWc*xOpETReO3#~!%ihSs
zkEYDLUB-9)V5#LrOG<HTM$d-@_!4s$-4l_X?FVq6k|{->%bA^XgHSPi?fYNyRxd6#
zlb!u;2rp%3-t)!`^bEYMDS%2&{<M=)z1#uvG5qMumxmzzx_qs)3+X8-vWd0mb~ZPS
zeWG!(3@uiASUwA~L3s;xlQOnfle{7My`SkKo0H~_zZm$90`^VDA*M*L9jt03sRp?K
zRPB%sE;S?ULzHA+G$~uM9cRoeXLk!8H+Z81mH7|nDqvr3);M^dXFrJ9Wr<72yN>ph
zCbQN%Io+JjqjZ~}FJlKhVGKg6f!!UnO#4vu*M-Oh{M@ZB1*ZMBoEZe|Bfk|wh-#IW
z^aT?$!+Z<;z<D)muNfWo)HU4{CD2z`AGh{!Yx4M!*E>{}yIG8%v2xgbqE7v>>fV%k
zVZZ~@+$1_6T$IV)B*(GHrNP+zPD0O#?0CWT&SI%a!$WRoy2K5(D5owCNyQ=pBc8RT
z(Eb;{2ENf_<$P#@?mH5FA#quX->Jd(ci;v`d7~TS1_8g@kuMD>E`xh0DVLTxt&ECJ
z*)e3Ne7=n*hcAB!Y6L98>JNq9zJ3O8vqJB`($-%oMU-~EBoTCt4eEo&UsR0=3kcFt
zo7`P^5A6HRR6$*>q<t>^&icpA?=aw5f=_?;ftO1*H8UoxE;6>?kite;;K6El+lEf?
zo-@1W_v`(T<%lSQv?kZLVZ(mPj6bhGiZTgmBnAD$rEaOWwKG4rEe7F}-ROq7MObaQ
zHep}fq}k~&3)vQxBb+{c8>a2Y(LZS-#dvZWy|q<y>44bs7+%PDO}>|k*uH)YYg4r+
zQC!>%mxA@$GVF}tsRN3-541nTMfuc`D1YC&G_nk^6tfH+$r>NdK+E7~`DR(hGi+v2
z7Eqjl!hXUAm`okq{blwW#)&g68k#bYh)`I7*(mRkb}aQpvIReFT4OR}#(bt6`=TY&
zp#11}lQM!#B$78XrUCsgnRQ{1Mbo+;T^X5PCcr!hiOlTcYDac%#&R_MB$D1Kbu9)L
zcxi}#!fmF>&!7J$NdR(&db~TM_aI08>jj4{_!U4#Xhj@(II0C8gf<1PaT|ZVjE&rF
zGzmLaT37;~NX5rg%CvEypVZ{0D&$pCXx0e=qEIFOFgYmKDF<>8Hexb|?w#+S2GRfB
zQ;4@SKz<zlSu8dwLI4OlkJFhGRW<y~^1FLEzR<Vc%wA-?kM3NBFGw*IRL^`<?qEfU
z0c?)Ov6<_(qH^Cjbng!1LSW$w^saSj44Sw`&N||h+aH-?F@|TuW~ZBT_)x1_hqpvv
zr#s!u2y9b@)3>uP>2!&HP~uT<H~k_+wbjM-J>Hvs=oLBK?4&+Ud0!xZvdv>f{wcw{
z=;_-giaqHn!Egd{f#+&q4b#2IQ{-Nu)e>S;qRs~iqQ`PN;MWHa-iYWQqQJS|dl7^w
zGa~2<2y52{1(Ks<dquQ)ZF{FMF&+HdxgU<&UC%+|(Y2=T5*!jv$q1dxDB+M|A1xP7
z(V0ZAJ{;hQRd^26XLun==!3O#5plwDOzeuPXOUr1740^j{URWesslYrzft4=F&wl1
zV#S5%09n58b_|S39|3X^WdJQYj3V`OfHG`jDwfovcakt)e~@6<#g80iMQuH(to%h$
zqg3|ozL3s2az@^8GW)0q*lZ5Gyf=bACm#Qb8r1m15xfWC{AY63Z^}erC1%C2D3hn~
z0lB$Y!Z1S+E$0FhEZ(PRm@XKfPs-P~18iX!oKG|OyGq&@sBa(L1c5lnT#Ld1aliZ`
z&{NaV2&liy&Q9MXR7d=QOu7Xl?Nh~=JfT_#S8VR6eoCfrN@B5_>b(d5{_}Wk#?doQ
z^<Un$x1cu;Q0(^oBgtd>ym8R(^VEMJ?Z!)ST6xjF*|Q2QS>gn(OtF-tXkZFgd9?pN
zswAa34X{nYj+$L7>q-UliD~xTxpAmsn{B;~z$NQxh3RJEEnSZ*VaX{IoqN9Ph8z|N
zKN#{rpg1IlRvLmac)BY{We*7oC$mPs+-6czdz%`)@x8ZBA8Zq#LX4J|bUoEt($@h~
zmEI~hUvqS6q*?DkSYJ><lJ9y)OL4_iGRcxSZ>GI-+ufD+Wn(Y~N;A>E8Y#oA<L3>g
zM{843QGVE(H;8vK8zR#@F$I_Yj)c(Z(>>=VOqbSBp=P5RUmQgJE`bw&;5B(0nwXlU
ziQPuX`=E%$AgOvmTytiWI{!wL;n4>pQsX!(5!rwI8+FbK<HF<7Aw)`kMJSnt7sgU=
zq~L?y&n$(NM0`OPX@%&>@?8s5J5@5GdA{9eJB#H@psEHQjE+i1&Z}c~^}F&=(3`RY
zl_;hzOtRqTmdc@k7e-=_bRT;!9J~vX_thO59;0C}+2+nn&s|O%j9yKV$r=7P9H=*P
zpcyH`1loH#h$@kT3x2nUL@l(Ff=nwnJed<?U{!CW5oMViGDJ`ghwU8nRqU}mt>k?d
z84HFKa&6!0!5lP&WMesTo+eq08rmd<_W4l^j_)>&B68W*(H(cvQzQ)+$@%QUmNbwN
zu}K%?*?U0&(cF<w+;k-nZ209?L*A2FK+Q*FZpHW6B3w&WBK?48ofSNe-56ou*W6G?
z523OksnpBdF}HZ%HE%)XoK3$jxi#weJBi^Fshq)Bqjv{h?Af6FYNZ}f*9jo8X4LE!
z=r)@;mN0q{21sKJZ03<~C)>}uFhK+h=AZ1d3TBb+**gbYuWv8OK)B+HOfPCa%B0lt
zP+1C_kMoJ$d%Q#BgSNXMCravVGwZISrMu*An?ZfEl!WzROP@skjnX=_=F{|&a4-aW
zGW3f^3eK40L|9>UT}&ar{%mN8EK*=%rUNoX&}ClzmmD_2kKfP>H3d1<|Fn~BB++Dk
za<P+<vaYf*ow>~?jvKvogP;R#J2DqRE@)~}?h>Di*{r7u_)z0;gkkT14X+_-L@SR9
z3mp#f4jAUyhD^jfEvg2tawuPBwy&tL*i@2R8<BNWcqzlDcIP%Gsz_m^tXVBukqV=O
zf*B6)fkL`5G7fW$Um6Jc;`RXM8a~~|(MvYRS!ELUPGGJ6<f65IC@5B>N!kk}??r0r
z-_`;@zZB-XE^%MF`YOMN3E~Q+c#05g>%<>k`X$+_FE;12fb5agEPNKETR1jlv2>CF
zW%niyx|JE2wc?(tC_?wMtqAe`rCUDCX%iDEFk(__gJTa%U`z-7Zwq~}7*Qr)-$c`e
zGM-w8Vu2q@(95X*AP?m^@9*o?2YVHLnzfO-L6h6cdeD_lN2&(z-OcZA?|10O3?a!4
zqWE&MY@!(F111R%^}PFIT!@%Y<8b)zC|vw{T1pyTm_A|&E$?dfV73WPt6!;qem;Je
zy<hCy_DmZtUNXrX`zh?wwvU5^#^e3#tG~JOKS}B7guD*u;oNljHD(;nZSJKrSLeIZ
z29DJFOyjw2Y;ny;=v;=M(iX~*ZWQd$v=%hkENTqH%DnFJH6$>Kp+XRjV^%e8P74}~
zUE-shlv+R_4&hMUPlnix%L~ioM<k}FDj3oJlrh-kNOYrbI(=++n>fACaqyN;2wt90
zsZj0Wvdr_3d>P~@P-!vx&IYE9`N(28gA(CxyM6P-;;p^WU(0{*e7}v|g_z<8hgbe-
z=NIEmT^hzafLeYm-1$WLSKG`K#lTu4J8m+bUTsIv>}P@R)Er}2*wLS-B)7cm4J6;J
zh=x60yO;<U?*Mbe&i0d{13EjK6!l6}&2uJk5dqTXEQe3)KT?SyL}bI#u|D8#3jQL~
z;_n&XPcY>%CWQB}Rw`OP`CVjW5kQUlVQe2>N)+m8$A7!uuYYPMdt~&Zth|y@5nP&4
z!?qoM+Mal7elC))MA~j+DP@3*;M;kYyMy}_AGO@0!h&;XI{pp=V6lfPW4r^*2q7qQ
ztQQ5atDi(G)>%22b1~pa?>???p|f^!_jbnhcr+Kznlt|9>v-eYLjx@U92GJCLZNu2
z>0$35G{@e*sAf;#adPL|2y!z2*mQH!Uj(3yAZPg7Dm?L~;j*@enQOf@3u>nf|L6!p
zSOE*Dzi&K%ezEiu<VuhUC33KBR%Qvj91}OZzhxTJ-lp!to|o?`>V2r>c@rBR9q3D}
zH7B|252i;<&QALrn-IBL&&#9fN~%waGeU%vjCp@Zr-)S6?_P-wtED;d%Z+CukSpC1
zzgI3kC0MDxf&;a@Q(r=y<4Nk$bu=0IZAbl&U$llaRrC(UrO5_7$+Rw-)&ukhecn2T
zQIKjYlLt0-{MdKQ9L#4A(=vH71)ed6Yw7i2Ku$W9oZtiqa6=+HzSxjkU{=b9YJ^Hb
znCJ%R0KR(7jMj2RDp|k6E^9<eHS?+=Wu8*I^e-(COKJQv_fBb)))F6q9q{E|15rg%
zD`K+Yi{_;;s?>xjmwpMj#_Zt`Xh48;mJI|_C|FO?((dUek5$m(byyJ$?C?Yii#{uN
zsq;1yb>k_K2$rw^mKeKe5DZz6xGp{&x<<y>tjR(2sv%R4>o?U}v%0@Zk+vE?RmNP2
zT)*TnAc_viDdEvRB?ukhd&lxS2Y>Z_6hbw>u-xQ(>~9a!fVr8P;&EPP4zO&m=kfPR
z3GV0p6E`RA^z?ZzVy?M8LS+q}x>?cE;m(QvN?ktru30DU@9Rk{=c^tmGR(DPm%ZRX
zO8$(;eu7f4XiAi)=Bc7MP-30o@CU);7NYI;#@;D2vNIB^s61O0?yvwoLsO}}e*2v-
zR1^NVg71WG^}|s4Q?|;YGVFZN52n~9A5zwq0G~q~BGhal9`a<Xi$lQG{5<`RMx%}`
zjSuFJ4(wel>sK|N3x*FGe3+5bJxXkjYdq0>sj<dGx8hx9O1U@(<3#UIgg-KL1;O>^
zIBNplT*aZqu+9b}7C7n~{O!w>YG=bh>`DBbFd0U8pNF!o%Z>wCD^4p)lT)p(V^(s6
zTl|4b+eb@z0#djGbT{Y589e_BWdiB3ycO&mvYjO3Px6-94MDhfI6==)=zIAHoyGYj
zBAcI4kwV3?w|UkMQANWfq#w2rvAa#$I2KTmkZILaR8c|Prz1$ee4N?Lf=KH0)zScH
zD6=DEugSML0V<v<_x*dUoN2CqZy{z<Y-+76{lp$2vy}J{0xXcCaoH|y9b*#%ER7LW
zZhG26;Vxj*SQb65qM9nHvpZHz2Y>dqACWiMf~#!qhGSQl`k0}?klpwd4t$o0#9)(c
zF9Z~+XJ2F-o<u*KL5i)bACeFPDZ@>v{W7M$^qJwUFPMJ(v_@w9At40Uy3jSQU%SJW
zH;u_KeEF><BrgkUFFT=MV60}ryep^~_m-1$+Itwh?lX1?cu(uz&7sT<A2FXE2-Bn5
z=%RK=CSOYaYi;>V_H9y8_@DfA>3rPrdAg0Kme>6@&a@>0#-{N*+sFwQAMsJKYiERX
zzS<5T&b<jIG=TxtF-uCogIfZDhV>ueqc7_j{6WYai?kRXBJbqa-4JZNSU(oMFtUWV
zh)MV|hDgPm?{ddzle&TgzRs&q$oKZyYRlp%DmVo{chtI!Xlx78$N~=C>O(_T@|!n-
z@eAeX#dN&F*bXkfvl97|E&!^|Azrwt8zi&T-PVk(Zg_r$09bW*5d2d++en`CP-WBt
z&vPG{*2d>SCK_C&-k}{NSRM$-u)7h3^CzAdSOM&O)xe0Jy|nY3ZM_s3Z7k^`yY=VI
zBkdw1CAx1=%B6HnbE&RXq**@^boEtWyh^ce8|!4-wpf{-9m~!d+bDY{_K`>5Ita7>
zXoZJWwb<We(^``V)Io2~fkc)sBpo&iSh#5sm%FhM<_SP#4?hwWzs<der>TwHmELVa
zM8o_v_KT<$ZqOKXJ_f$X__5{k;+Qj+g<-|s;pe=U282K*u-&KsiXTJDn2aHUkT7k@
zym0_r9Gwy;K2|LoV}lEwdtro~+aEuL|As?G3rmLqhV#d%Uiyc+mW>0v(6VA|`Lz{5
z6cOhD>RdkJ3!2!=p<4|B<u-3K5;n9{d%0Mo5hf(i-C%;3jyai5C(h0tB6|mi@X1Fx
zmsvsOjxgFQ#_x=WaiK5@&HC=RNT;7b=XDZjch^Gn@`2V(Nr3M((E&XH=GHl_-z=$>
z7JiOfJVZ2k>r=wln61nCqf0Dr`<9n?otIJDf1^jH7HA_m_hZjk!=xs&4+j8$Zl{Dd
z^*SW=8ZfZnl)naD(8$L}9*xvhsJBoZFI2&aozW3Anq%a2)0WeUHctlJm|!#y`!Pp$
z4yYy+rSS0NWI@5Uh-SE4GFAs~^Kg8pn{(IOp3^%DC(a}Q!S}YsJK|myZUsplIiiiK
zH7RQrBrx%x0Rm=L?|7HtW5brh+RZEgmDNNBYf!E)d^$A}f?7GHGSU7{2hpsEXPZAR
zen~0jvEPp?7oqi*&6L`t%;9f9wOAt8>D2z5QmOo|lzwqQXpr0FsTRzV8dCNjL6t{q
z3u266526dAaFHl8o5uK7@~E>Y3t`!+K2C>mid+f~+P74G7f~}TdG43L&-C%=L)U3+
z-s*Wi9C-45-Gpga-l#%t_z1Mu-oIxt(11SLGd($WFe+K{=JIahzOp{ilR6S;WWa5Z
zET?3AS1r%yKlLR@Wr%HMfS`MNhPGKA!^7%lV-iIEiRN0$;1^tAK&A~X8C{g6A>iha
z{1Tj4kg(uM`Jp6p-Ca<J*FA7}oI>Q|u<E`FK<!$R(f%A`{~tm+g$PY*cdtUL0~P*H
z(5H0>W$ZAtrWQvP+Q7>VyHZN@Nd3G1^<}aNK_PUXnER%_i<Nf;h7QPv)QFc4Kz+E1
z*+tv)XhYQ4rQtuxGArYC#&4@ckpyJ1Me8C}Z~p*Gm{_92f(K0qNOEU9JgA^J8ye)h
zDY_^Mm~xr6GJ$vDs%;f{!hUAv%jb4%lKl0dMwc^64EnPJk^%g?HSD)rAZucNv1G>z
z3Je}?9xv|E6|vc8g&C!qmkeA_ligMk1Zv&il$j@fNl9?RgZTmV2!jQgotPXT-gfmK
zpCU9To3+$4YV*Vy98nSnb~HYpuQVWC9WV!1t!wT?>w#)suz*e#=tZ*4k)b2(DL<Y#
zVnJvD-{!EMM5fq9(x`+)Oa>-qs&VsA@NO<n<IV~!sI7QQbn@CNRG6w^f_+sFBqXy&
z&{~V+dTuKAIBSs;gE0_PGF)=71g$hnZwz}Vt#|VmOH&j~w_Vi4y=;_K@{ZbJ>4)QY
z)w+W&MY*g46gt;Od+@VYV$Lq{gxbV;ibdhl{<>Z7Mw`?6_k8y0kKA5@04XjO6qY?^
z&2)|VF<sf710u=ZNBL<uV_+46fG31dA+ivaA^}W^T>`XETvc@XqOd3MmYkNbdFKqu
z8|=YlH!E@Ne{C#)bky3IqIp!$ivDiS9g&=A;Fy-Y?4X^MS(IjPIO6+#?{W~&9wFtK
zd><6STYI~_Sx5=buo9iC$8Gu&iKgA^iqz52>+(9l$>P4Cd&=*Rn;&F@3(uNVEM)xi
z!ggxz3_ke+2aZ2a{N&TIb-jMWYSy}Q@rK#%`>YSMc-&%#hUf7%XY?Z9w!(qCATf4X
zzs?OK;qEbge~57Ru;U!0fpAES+fNsFgH2&Aa%A0lZEai;rE9=NH$Jov0INh~xVXfJ
z(Gh6zOJa8XIew&ZDb`-{R%fb(d9od~$z~=ke}t^7(uW)MYS00r#ba#Z)Rax)tdP52
zdEew6<qEEfSi20qHLT#qYP4^p?qU5PE8~8)xHO_)$Z{^d*k}RwI8N0rz(t2h9r1xJ
zdn)TKe>-63SpL*PClKnOKy{ZZeq-X#2*Mp4XU9_tNV=5A8zn-w!@ywB<w2Do6z0ly
zBgKG)x+XDX0R42d%PP5Ih5Bl!BCTQXznm-`e@3eR9(DBWw69n?+S^ZVjaC5uK-VCu
z(S~+s2<~sKeiVho;=sIQ;YcYZ#m*2kiApxg$qV^1JmyZG&;TxcvXUo_Vn$(nCHA>(
zVqfYs1}43!gIztw=}P=)%v~#Hv2#Pw;rlK^J_Llg^9ZmKdY#nJZ5Z&Bfnm-1A!^5~
zs>SXBi)}o8#RdFsqGCsX$d9UKrVvtoPzOaqN*O3?H>Hy;t&5NucN7jjRHWp$i9*Sl
zQB+oELn!{1=*-<T*$<%RDtQ{h=)p)pxKzEk9jK#AkvL+Vk_%4?ErMy{WU#H+vYrQD
z-gw!)apK-zFQdD4q=*mGX{gkxBjM0%k_^YO<I^JxR0#nHG=n+}Cowpb7fnZ<N>fok
zgBi5Z@lpCa)EPIcH>%t4@rFcU-7GA|z;N{2Unp2RyTY3<?8xjuT6)h3TzQ6CXb_0J
zwsc!I;%9QdMa44rCsYbqK&UbXvklZrjLL!5uo9cAg@e(mW=3F*H!$Re>`fy-uqain
zEUkpkNM-Q$wYc3?z8z4?Anp!cjJ*iJh~kWXZ|tU(Y3r@PgL^nJzJ6gAHYM=9T@2HF
z8S}1lmZ?O-Y~$;svMbiz9&&>x9e~p&B?K28<JKFR48&*57q)sW6xjxP+$_m7JxCyW
zfWp4xwy1clbT@y<91<NttI6Y@3RA58e39z-ik(^xxL!G8y0MKhKSWk`)2`HKYyEO5
zcaD0oWbB&lDCr%ZMzt5htl4Nca}I!(_0WxGk5A8g_-()F0Zf^7KKO4it&w?RZU~{0
zfWz)*&Ui9{h!`+>em05}jd6#JPVN>hIIpc<?ZV;5r~+juCnP{ts?R=~{)zjmnk~*o
zf?g;^q}-+ImH96sODC-iJkl7Hb*GPP23pMoUon_=;*DX*zPY4v%oHstw<+qzh`|$I
zYzPEU<R71el&3~*dv{hxkMCb7)ENOYW$9q4^`4Z=VkS%9Rn(BI8oTrYMR<os?@&R)
zaZHvOJtJ!@)L&_3HF>8zbYYE|b1m|A!ZR*#o{jl7LaEe0{bx|^>7uq$x4=+esU)Xb
zRF>fa)VYRdW`xwyEo5zoGdsp<JEhn6V&&jf?o_!Rq9*9y0Ieq>kj1S@kWN4uv^!aC
zv%7-AAOrOUSU&pRk9?N5VG7ngO4If{Wva>R7MJ#&d7|p54CLSseOqxK9^ai@V&v@p
zWN0Xku&{vd$V2X=)09kdM|9np8s&TRTCYlANV@Njein<Yywf|F#CazkqvG9MMSjB>
zXMAUIG_VcC*9{uF{B$bt?L+*M9Q)0~g*KzEviPh)kKT__ZZ0I_tv4ZwW$=-Ck3Aej
zK)C&W`zw{u`smQzI!oZsJ@WManERm>rjFD8&UffKP2H6ZZLMV#bDXwj)jp4Wl(DXZ
zYg7*f23~OEgicd6&tQz!VraYctY7WvuSSw7P|3HXg^V;|xNxQNm#>-x%O${WL}FOn
zz+2RxSp)07l`&*BYs<U*Y7n45|IT$Umo#3*^#YXc!EkNjfZQ9!z;rO`gg$VsOJbjX
zm6f@GEd?)aT#N|Te5kjN5R~HWXoVZ@*j<iE!=#LG2hB`TdusHfU_&w61ooi^mXqDG
zu-^L*!?ng!?a1%WUR*1NvAVc|2F7!@T*lG+1CJ2!WQE<&sYn)c(4(jcF|!cIdYnvj
z9Z3`y){(sUZBFPCrKWEA+cfQAm~Ok{S!^a7X{cbx*fqB*jG^<+ykT`FShjENmYQ>8
zcS~Cb20t=d2%o4&=y$}*@lm({<xK;jCBOXDKY;duOl~F1>YudQhHU-bI(fk26UP>o
z(qC-<!D0{b0<jLU%e;(dnH4Sw&POfN!g(Psv)~&ZyN3YwU(78=)3QA`#KT9{pTS=Y
z4Wut&Gb~u7_omxqAe2}%kOHvjp||fnC#jr;vSiXiOo{v_0~Cj1*Fzo{@vJ=sGbW2K
z(kwFTo9giWOa`r|*Ffhid&H<bWqkj(2#odIUwo>o>W%0K>8qfGS!(dkqZz-rve`%3
zkZ-VIJ)#dEXcl3k#%COBO5l`;8HnZxLSb-OU*d~@f7Hw%iHypY5*7*yY&P=8Gb(Y=
z5e>%XLU({R7(CYYR^y{nNr{Jwg0;4-h{Qsp9-O0a5XHb6xG>+8R_C6PY(hFHVYeHW
zj`t5MWt3%iwhq>4-H=@!H23%RB<i-qjc^R>@lMJkZ*$e|MFmSjwp8L%XvjfbF6h+E
zhNJjn*dgy5LiP!C>4e}Uh)uUs7dQXte9brRvik&S`d;HYnd&Xqs-qbtnEgiqwtd6R
z<mj^k%&_0?T^cLR7#SB|Er(>r?>Dh<9w*{)d$p7nJ%@(-Z9f}NeK_za|8#pS5riur
z<!P%qD>Vxzn*Q2PM6Dn$Fxzp^XhnzMc8?J6-WKYYDO&yV>7*e6KsaB9_~9^U3p8TL
zH5mwVB<AaYU5_KJTXzJ>8Upt7SiKK1Bgz9smm17YY3}S`>I6X%zK_Qhyw6aM^}Qh$
z=*-K>xFFS1nak_ofG6Cf)|NFQPrO9>y8ggv)-?uBl!Ge!;Gf;!X38B{!!ZM$kGY9E
z-xV9XDG8QN+(|qR`t&iJYU;&!k>hrH^~eF0wFSxe&b33<Id#3*o<HmQU0zkzYCtGf
z5U0UaeAgGL6tbYR;BvJ69r4$9-i^PJNzx7blhNZ`Ixg%p90Go3DP|76fA_e37Vg1Q
z%Son%kQXr<OJ7gei)%GszP-|yjfnP^$&b4Djpjcd441IR%UC#r<{|V1g_3W8HW@#Z
zIhHyjx%Nfch0U8XqqucyYDp3TH{&hCm)MaHl#Y$zJ(RgxBavm{h#8D?97UK~m@yvd
zvmF*|^CdP$sw)auW?iU8Wi}=PfJ4lVd44%D`&qH0YlkFV{)Cvp6&wVvs&Nw<pd9dl
ze^q_<=i`aYv!sjqdyjDuF^GO``d6*Yi#Aw>GTA&TrZn>RN|N(4D>TZb?EAI4A*FHn
zroL}fr%pyh23F+Ib{(^TC^>)WSBsLy;SoW>Y=wk&lPPN%ngbfFh>E*u!>jABV(CNh
zDt%N@b0Sk!D?#Y+iKf~14XgDJGJDAP%xHxCo_oZY2vKjrl_)NaW=f~A%tm8eO~%X^
z!#DMC!~T(s06CZ6lv;`><=d>Eq3cGjm1X0gH$SNzX;uzZMhAMqI?&q)8*39<36(hD
zl~V2OmEv0K%Mjb9>Y9xV>}gN5nQgai&}jaE!aaG3Q^U*OJO3%j(_4ZMY2a$HO^?xT
zaplF6Cyl;(gs+&kq?3Q?(c<|^gU9^MLA=RTl7$8WG3-Q^!ylKp=i{5IT|w46ht%2+
ztXx?yN@dIxa=4?(7EFeJ)^760q^kEd5>|%q)-(!TW19#nQAY*KeZG)xswEwusP{Sh
zSi|!KH<~XvdMV|}<84p;YNL!E$r))jJF5&rkqyaQ)FR<=M~?H{98hti#<K!b9Dob`
zMzf}vrlH-KeER7q36*FmD&b&)=5+=s0K>f3pDi{A^18*WxHt{`9o1WjHo>h=g4zBu
z2v*IC#ZNn=ZFBydhI&6SW(tv?aqHY#cWhg$5fdRrpOxapwwCExY+6Y0=_aiX^rBba
z42PcVHe}htDx;e{A{~GxqB=f|^eV=_RLRaQ|HpTqQpN*hE?>jFs?i799%1l)3d-f~
zu^1S~6lf8m*#e73z;0@@Gq(a?;W))F)v}s=HnlYH4$>UrIZfV%9%C36j5L5B?-JOM
z|H`0J%Y@5@3%;6?d@p0L$5EX<A~wSdbistl928vrHnWkZFn}Fa0fkVDQ0A(!rU_zO
zP#mqfqroM><u;>#&ZkN41T?4eG2p%j-nW9I;CJ-}wAE}eN$)MZ2pEYtMSC;#E);uW
z;x7APcNGYxDwwL&Yh!Kas|qy-_cI#qne_K;l&cV1{g&9O@vAgyL#s4&?8Ej6I``=|
zAgW)lWdDZ75#txyz0g(YN2D5bllh|Q#S=3Nlm>tJhSSyEiZtlUDYXYlRcX=n04gy^
z^b%KtnMKo{9v{ZduzEnt;J~wNvmgBjKwF54>(DC9EPRV-+(g){Rli!%<?}hZ{P{Zc
zJpJ@$J5kkQ9azN8Ye1aoiBZjUN>6{43lGg!%jz~^zEJme%HbG2L)R}Ts^2L#_}9D`
z!E_N`m2yC}Cal70;>a|$C!%KKme&-DSxv^$JB{l4j`6x;&t%Vxjt6u>xYv5|pXB90
z!JcozHUVa$PnhmNg|tmdwI<45)ts=-_iygiZ!8Zf*yGRPEcc4R?M^IQj3kjsz7Z;A
zk`6NZ4>O;Y8%3;8H%wxqHbk|5UziiR-faOgI^}S_K=Ci@_;9O1BGHpzTrsx({V<GB
zdjU-1%pRR$RxqpM=~8Q<kYbNY6^?kj@5dkeKyABK_>+YpW^%wYru`G`*-BoNdEhtc
zSkZa|UHc0+=Aq{Yk7uw-+4@3CWwDpQEK!0Q8_QYoWdvLd(DNcOduj>8{m_VrPHP4z
zfZS0tA!WNbqXdxem^d>;U);&~5FC=DL^5soJ-C0?MaeJLp~4?|he`uY9IPpXrRUx-
zYX8d_YiEQ4+)aJp3)wc3>sf|&_#90T&&uk~Z6|Z|Tgckbg<BxH9>3qx>gsO$wcHr7
zIGd_%Gj~m`!{>%XW<v_fCOe$ZTg6SB_S(yyp3E1^)YnIwuSOeNgsBczQCj3LLHoOI
zFXX`5R|#M0`||`XMK0${jT}k3w65%x^*!FxTq6p3nJ9xfYA+t`Rq5j|VPUY()}Gdq
zSQ33lyz}JzOZ+@LZg>w#-_Gyq8!Q^`(7j(Iw{JO+Wf7lJG&d_YdOe@)$keaOR<qKM
zO?vy?Mi5w>53SwboKStAx$y!<>P9?IzIpG^hnHfA0Avt>uwj5RTJcEyBi^Fljc85J
z6FT^L$a|ldnUJ{>71-o{!vVRv>;*THTuVbqVyht5v9Tr4rjUw#k-ogj6wj;#4VxkT
z#@RKeqDjfs<C>P#A<^+P)M<x{A?z<W<ukv8)TRE%MgC(Ls3)=U{{2{+YGnqb)LYtv
z=<)(AplJT|sgF?-`h4KHR#1ulh;6)&&Xe>XwJ(rq;Pz6?0+`s?e@vum-T*~+;Fq+G
z2gkc6tS`l==8rs<r7pZyfFZaFFG|WW^&dd|KSMVLim|Mp48{Tb@chojk6O0>vWEUY
zh=c!^TKs=enYwuY*3A5O8sJ=gV*={V`u?eV8UI_|3*dGc|M=(sMwo}TSz-TudJ7N8
zwR-&DX$<J#p!6$rvO%a>=7!!{8;7x<iTVF7E`PN3b%V9`v~2QMuGl{oQr5-$xwFL7
zTR#?SIIdW?d&D~#W+{>->NW4XnX}&_BMllEK4a2rM_Ze#(p;PD)^v71MYo*qJ8mx~
zpLVE+w7tRc6Ly{9WKH3^w-zrvXBCS-#N@a#B5)F?j*I$!>n#f#^==-&S{Bc#a63B#
zJwGCIeK(~Jm6rAzgj1V*6BsODK@DY!zZ9Ab>>>A>2>8?PmBD@hDnEC|tq%tj02CDS
z-`aXC0z$q@*{N4(qDY+sZ{G9NMvQ)I`KG@v<>;<?9FEoJ$>VVS(aQ^ryRW`%z4!j>
zQ_yALGv{74wvB_xsktD0hTGC`y2kcHZSQ@Ixb9ENsO0>i;o*-Q94YCoP6T($tVe60
zG)6tV$H)=uwGIKIX6q*nwN@9m!=ob;$nUW#Ax(LC)F`zNLn9+quV{#f!ou26Io&xf
z6Hg?-(VSbsICeuT=gB9sB8no7gbvHh-_BRqnxhd>Q4}mJU;gJa8g$rlvqxR`AeEBW
zJ-Dc-s4Qk9sHr|F(v&2MA$>j3rVRul{UTq6WP+*HxAI(g-pQ?1^9+3+u7u=&cOBdQ
zO+9WO9uXlzmuf38@$hKkF^ta&w*TFry#1-3$p}evkIsKyTQ@zTr$^9oGEae%5nroc
zwov^82Lq0ch)r}pJ~+G-iA1r#fd~3yx!9K?X_a(grn*qv?7QD~WW5;wZa~9#NgK9A
zdW_uuMpCI>-LyZT$js{Rg<ph&b^HfW)6s`K^`gQfgt2Hu*1C9xnBxwdkt0iocD&*8
z(IsPZvZd-m@i!e_0%ThET^t`BPju0OhU_~2zJz~EM~Det&DNfu;|x;ANN2j)0Kv<=
z7s@BP-y>0kF68=B^;OD|tlj;CBUvx=k^k?nLI+>t<T~4YejlR#JI?U$cmVJ9k06uC
zIQqE%KJIdz0lNlrJ<<jKxWjXU_4)9)!JFxAKI72;&Si8Y<K+v>mSQ4}%O3qBw+7mW
z0>*RzV@PuQe^I0-4*%M{|LjQS77UCrh|88roY>m`DmS{bfBA&P4d(3w#?%e}qL8w3
zzWz~a=5qZvASQd1<lmUZN1SVdRuB{Rika)~?9~qv;_^LjO+oHEw@s7-?Ct;CRZ_XH
z38KVT)upvmElx{<2V{^c!w_SBnhA}0e_lcUSn4)=tt@<;5gTr?l3=)YC5}jH4mI4Q
zy%)<-vO@JiQ;vaRSrMjPZRBO_V}o4T4T(HuH~z9LL@l><O(i-!$CUR0;s5;gLzLLT
zuHu`h;pK7UhWRML_j}I%wjMcnL@4=cJr|$@B{&MY9HNt)l9Ug>JwF)cnk-&N-6xCR
zLZ8V7lEyAp`4un46-qx!FG$Cix7}z@UWXu}CRJfL<2Ji;gOTXW(mGB_&*OO$u?KTp
zeE-_$zb&GSq01sVWKPd|8d_p~F=dv7um$Opdty<)S^DG*CX7M9=NtQCn#>7?%Qlxj
zO}?<K;!jlTy520`2Hi2iq#=DQzNuN16Q?6wK5SQVzWjsDBXht1eE$xVON<s%%#%$k
z--s>J2tqtJ(|2|yh!cQaq!oP6C)>D=K%M`9vCq2khiPKXJN}1y1fN7_3NkOyKCu<r
zgfh|IF`$9X&7C6@M262SAgQjq&_#*KyzL)3!S97`#cVJbM^O40jVEJvdDzIFV=$re
z{BA7>w@k1=!S%0TXUObn9*xstC-c|8Uu)X0l=7{}N)dg3hwyKx953d7u%WCo@El%l
zvZ{P;--Z-_xP@lKirSfZM`veMiQ1k!dfSS047)-ZwQ0beW72S-?{d2@7d<D{OiO!+
z1O#-h+UZ-jt}pi=v!~O!!McI#dr3i_?Drux4J&4^{63uE*b;H?^WKDCoL<Hzm9^Tc
zmc)2k8{l2yjSp;G%q>Y+tgS}7b6dOGn*P{$(+_bqo@P%Mdft}|ex-HNiX$fq>09c4
z{QG({x3W&dJDN;wJ=Acb9^-zrC5YV@$Ox-vBSoru^+UeIX(^j=V(58@3FC&B<$&LF
zKV>(=N~Ymd5aKurfo|Qt{(wa8MAddB)}A>ko-Hmu(UZXG5LNg!f;N^|uP`O%-Lb~m
zyG{`=Oj$|hVXBX-KAAGjGNOmgDD_T4P#$P;g9AgzpA&xWM8$?RnA|voGt2!-k;1}C
zAMG>yfpt@*N(@xs)U(mXBz?{{6_0wk(9H=}@1*o#Ak<rhgL^&+)j<mqd56ueot0Ab
zR2_=0aIiJh`|<s1X%|?bSwUp(`G9B5gT*#eZ*ZWEa?b!6mky(EB&7Adh$VX_SQw8a
z--gUWh1qzq9Er|@AS}*l_*nf+Ra(N^-<hw97+<QA%|e+9+u~=MR4QGna;d9^`ZreO
zbkmtRE9gQDu*tTOgUUb`&am!am8gb0K_@zyQ^oYu7ly~ro(v=jWvSyPCK~XiwU9!U
zD3hhYL6qgkA6MpUyp2!-x(nexNRZVP<OQMT!Fb#{#O;9JFpCEnqeHEZ8B^`J9eiub
z<-Zk>UcDNuUWL^emG(xfI06<HDrQWfzUSQqThhv+cYwQ5o{B)JQ8T5rCJK8^nv=9V
zZnun-#~JrnQM)sO2=3KR5_<`za_J&_E2Q;@7o6ecRc35sZwqA4tDU^5tw~1~?XC{b
zTowp<@BvT7FGdTXp5!e}4s{_7Z|+FrH!QCr9A}I<%j57iyt+i{^XYc((1^Aa#`E4}
z{OgL8=u6MtcjL_8k=;&6!mgkBdH8pUzH@JeR!VT2zCnV)chVUyDP1Ui{ZuEc{no^u
z@g4As?XBC-U}DV_y)Ym&*Z<R~F0mBCqY%n%$80RaiZJeU9@=#6IB2o*x#n9Fl3D`#
z)=sT__vho=QQxk<1tMaW+P`EZIc~&t>`q%j26v`q{Y3V9TVe^3d}*LMN*XMDg!6%3
zU%Q5mH;=Yoo$n4<%NwSw(eU2<aRV{CJQ=M6#z9nHwq><<5*TZBiz|dNTB^|cQaqbj
zugj+ob-%;h#Allx_xVY;C>1W%9F&P2B)7*K{Y9kD<|uQm1wXdHoA`F>WGwhH@TGkZ
zHi=2ACw$fCEX@^$XX~fJV~*r4ENzF99L_fNuFlMOxrV!`*2RX0v3uS)que<iHfO1X
zDf}DFo6b@yi-v=zU1%`tk})5MC&_&p-v|$*Udc&(k4IHq)`|TCZj>3RZ~LydUl*LH
zaSSHxoeF3s3f~|8Rp7LSS3UA1Y?@xR7vOvqG06%}@^UtuBDPegK3+VG+0AR8bG+h!
z6W|GvP%AUtKV8nKwVcS|&EWSUdbL(p)#&9qv_w$C)DSgi!ZPeMGksEhuN<}C+G}OD
zv6h*^(M&3fggWj1L-sFKP(}0aA}Erq1?*vMopUyvri01h8=2w@vj<U@+9&G7?!PQU
z#VK-I9y53fawy7OmVWX%tmI8r@{;*n8imXiv0tD5R8q7f%jVmX?FKjwx`>+*;4y~s
zxiMF(xg}#2WwdGw)F8zJIWG(YNwfYg-V8yX_gN{dk%5_9+Cdb*1MGEg^z8Ge;LCg?
zrb|Y>$Md;~XQ^()0#GQl7YIYy{|Gi$BKyFA?j|Kj)daNX9&wZL#z$+8-ioY}RcTba
z@b*c4L+%YeRQ)W@Z!?x=$Ht*EM0**X81CX_zfkJcq+z0o%%^sc8XA2vH0tij@VWVL
z?S13`hi-V+r@6?#wC|}kthu<l<Z{NT?;qaw$kddHy{j3H<)|dku)N1LywSh#bJBT@
z{@o%>gigFs;FoG2b-FLlJ80iE^<!v-a)t-9$?2;8b{a0}Y(Sg+BppoV=FMh`kdDT0
z!Z6P1L(;SA6}fua7N|PZ%<0c5O4R0FCqJ4mg)t2>vTx80Synjm%_9u>^lpGza3t%>
zoQvO3vc5y_bGguCLa&!`(koNWGFH(<n4oj-hn%wpLN&P;j72BP>X{T(B$zw>e*f-N
zZQe`5qK*54q)Y1~opDzEuw3-Ot-A)})FvOwL5Vltmu{#%WF+OXD+2utT#TB+WX+f@
zc3a%6OoD+aUz&5Kq!05{*X>6vgK6f(QGPGwg`ho^!V%C~h7|6uE@V(9^dN{)4Au;~
zhJJFmskHKlA~x>aOmY6|J;7Xm&ByzX`Z5jG7Kr)2$b<A6!kA5XOCVM(8+(P_MnwI`
zGYkSG`Kk6j&8~)WEGZw9u?xqiBkBy?@4|16_?Raj#A6jmo~azA+{B<EnuH<Pvz638
zHsZ_}95J+`eI+B5+s{crW%r-H|9Um#dFZ3gmSWB8WD*g;hQ(p0he>|ycAh!e-M=)$
z>J|v=&C(LhEbHEWj)btuq~XCH40oH*ut+HRS&3WBMOAKSUn?QtaMwn=y!qwjl}U^J
zV5ELF7Pct8m0!b{sKBteSh~hIPUjE~3(3Z;lvNWYxyDH*P8I&jR@*SMZj=hadAOl`
zRN4Keb*<I*_xj-^R6Xxk@u$3%S+|V!T0&Xn(WWnzgjoz8TIA1dIBb|?q*+B()Y+(d
zv3`HFSSWY*H;(Fy?z(Khl_DB5DSZr?^pTol!74Zp1`PeVWHO9AOip>Bu_M0Lybjzu
z>S9Z-l<y1&E6VU_RKKI#b#oU8AD-17YK#(m&Q2V-ow{+Q!HqK64EOv^E^BsZ=|x$o
zD$}4;@2>2Yk+C@N+ys3*<fLXa4%#Sx+<8{8a<^TDNv)n2eyHM9DYSj;ZRu1RSa~vC
zL&q)6=4DG<6ivG5rSM}ZSe&FW=%IsXRffc(@o)cOoOGekjie{q|I?e4?W0~Mv)$WI
zh>hYj($KwqJcmkq>3CpaPjs4yKiM2_QT-XeY-^f<`;^d+G*G9pz_6v2S~K}$j?o{<
zN0v_Y*e?Q184OFou=E=$;#9Ol-W(>}R9WZ2s}i09k4e71X2lVtc%Gec^6a9NpLf>2
zne`asexJBkMf>>^YscAUi%XtGAR57`N%8K-Coz}$M4$oEU24gzQFGUBe)N|a2^m^m
zSl%r{pUV>ckKCCrZ47vqT$R#I_d`3!oW=!OcqebEqPFP|Ywj67^36ztdmD1B1&%>A
zPt>TfsiH%Sa+|@)-~ZBD&NC%^iU=A$ig0<qT0Y<uPijj<P#}9->Mb|Is?dVYiu5T;
zeeFnqs5BNwG)__LgTY79n`izE-3^?_{aP2}s`uKNMQk)OcUVK?px{KwM;bj7oO5Oh
z;zkhaLC1G3jT$rG%}DbWm>B!mtaCAI>}XD*l*qm|+MJO{;q468`CnsNg3}<X2c!N9
zDh=hzLG5^JBOLga*Jt}{8gLM7_6Fw%8g;B$j3@JwPn<VgBhTu{619H2k&-Qh{|9eh
z85}pz{+F1UVumv_GsF;c%*>9N`J9+3#xq~cY{$&Z%n&nk%*@Qt%R6nS|1X{Cw9_v)
zqt$AqN4G0!_Xp4Y5uYzJ<Il(Q<L(mjW;&$70+*l|fA%*a!Z<))B1b>bh+iq3Q0@R9
z!7x@ILR$@jX7KHl-2uzo<9WV(Z-$GHah@TzpTngltus#0l?ec6T6<Nb4k7ATGsq<h
zfWK5JR3=BX4GQ+)1jp_emA#C?cqS}w50&0@$K0#Jm|Tmrv;SCwYb)@r6~m5tRXY|}
zt^;VU4tXje#gOjRPl;zQLjx~K<S@2(FN2G$<z3e5t`9}eC58KoiCof0jK&EJJ<BC>
z-gRDd)`>$Bq&IauC%uB#mm)17oF7u(i`U=djYX_xfV85~?dCW}m7FGFhB|^Ek&sA<
z#*covE5B6^xNV_bg>i}t@>t<RHvsWJGoH0_bn>^VN|tdmKwwF*fA3VWt;kJ^Gs=Du
zS(D$7jGe-`G>`avs%_6og=Fnxl(vB61U0c#hCq2bkbGZw5OIz>;;a961Lh+2Ve)7k
z@p!5+8#ozY(s^&ejx5vpYy8uTx@$0&AfS<CJN&d;GD&`BM&68x@;<YlilYXkRV&$z
z)c38$-y<Mlv29Y%^hp1s@uZ#|PYq}c1HEtRR7SkVsj7p7hPx>|G^ostLP@qSDqHUo
z+>h9%?6S~=B->o>5vh$I+7(P5N&%fDZ=t+H7i<UX<G*j%GvvIhKGR;fm+xa%#}aad
zAiD8F*0)SmIxiAVTs&Iwi_9~XF+_vOUyK^GJsxWodZOmE4eq8>nf<`*D-2&9_ca4v
z1J~>-U{D}ilU-cBxSo()QB}Z?)t6&d`cc+za~`Wi+ir%mwO8JDbs9d|pa4dmX=P(F
zk}HpyGEjRRKR8m)=oVjONXtxKDNe=!7xmtuQ%t!D>+RGFzF5&tSMb_vV+T3Q2w?t4
zc#)%kx+MNQG=tZt+C^FAK;u1dbh~h(l^*AhyR#8b87geiv>W>i2TS>Hj++ZI-*U1q
z)zPKGk+Vg4Klw(X<34M5RrP!oj8n}>cp^k@nHQTfsdxHfN*W}e{__)OOD-S5NVC?T
z;OXa9g{W3Q``PY|Hc5V>en1i9h)PQ`yKXdJx=$35RtLS?_1CQL({hUt{&43FX+-&%
z?*%_U{G2S|@3VlmWNH3bsMX2#rVqCuJ~3{9c!AQ_1#F~XjOt=e8LTa=IP!c8MdE!B
ztUc^xr65AmYfYkg3Ljcw0q@VQJnDwEs5}_*Rbo%k&QR(CzUSiH>Hb6s_m<^sMHQhR
zKbjQjor4U%MHJ-2&@EZ=wwKE1@EGp6eSA$z?J3&(;XPssHXIOqn}h+F0l=r<5RR|R
z*&xXTln%Jl5-nCyl8Ot;SYZ)>353(g0IkVfYn^271MuVE+LnL|$+-lb)8^yn6K4;k
z1?A#sX+Xl)2yj=-k)rnMD}%Ss42IJM?j86?|NB7tVD+Kf<|7C7bHFKBRt8QbNPC?R
zCfzS8Hv_G!q90SgBf+3`SXC8R`;Pmfw~28kIG6lIbLf}%DcT;=yva)4f*H?lsF3eR
zH6;6<7#IH~Pu^IBqk7(|!P$m0gxpTA<<C!_HS79UJJ5fXsdzE;6}xksBhV0?^k{(7
zrB#~WTAly0i5DoCO%(Wi!f0fII=ArH+;rzHvztQHC?njs&r%{=CBLP#VEicKsvff(
zG2}fESBwlgKhbIuxy0U^KM#k?KgxbTcL=S;q3q`&v}}Em*_(oCe-?x#j-6}GDy|`$
zA^7~tww#vq)8!D@<VY+15_DUX?HJ(6ZNI4y!lmJ(U;!{q>gXMin#aI?{upg4MrL>x
z1*>tJZCHYgrWh5x^;%)y(z&bRE?^aFb5yflS%}#z7H;NZknT-Yxu+sCVEfD$&#HsF
zeJ2zo5g&Q$hwxi#`+kBAj6?;$+LuQvCu%g0p@`0@BOyr$<>(-8D<`C$=`Ej;Oio?@
z=x8KTh3WFkx95_M1B{4%Il-D>tldU>W~E*i&P9G^PZ%CMKy%RCAF=FAKF(qXFFu2n
z?5%0KP@x*0w*WuYH;P^Vnd!ZN=(_S-bDA`D-WI~Dun+VsOx%w9cW0iGWTM}S22y|o
ztUmWLF<5_o&j|sf&Y*=wUPmmcXu>G=clj=qR`Cn83H+!$uQ2bB%Uf8wwKqe-2o2iO
z{I7D|<x$Wo>XpP6SyvXQY|#_8AhD3!>Pz1zlhAt;BDM1~(a)t6biB?Ya$RY)JVllz
zV5x}8yur34sGKI+<U3nb{L~+V`HoF8uQ_|b_ryawy=tDlb@<FF%VD0WRWzmExk&EF
za|tK($lkq#IF**siHCbJ6oW|x5u-G7x<vc3W>KkY*^ehJ<70xdChNxFM;j&w7pTFv
z=16;c^sekVVZMgN;N}4{hLzThy@Ut50cKiya}J5D`>w=juj;ZZ!WT+y&}m$j|C{^?
zU0xVF--7d}0<F*CpwwE%*)$oChYuq#rPan;-}9<6CkEp1^~@L*?ML1gk*t3Rj@P+#
z1r6X~5=#n^vnrL%G!9<HC>4{dz!&FZAYb<EVOtzH`XBF>ZGY5%EL|O?q%`GX^$bCl
znmhg}rKyoEZC<CJAj-#;;i-W}Z$o*<zIb4a1w~8J`{2nu)zy+-lCD+B0l?cI5I>?5
zjg1nyt3O1Tq3CCGtwP^1yI9MT+hezA;C#~6&QUM!ZfcP5zrc)8&I!dNTv+<)Ryy-5
zr$h5;$du}?feGDTg@g(J68Fm7jcvIGA#&s;WQMaS&O9rb-tj3KJqy~_U$~|5bC5DT
z!;0>_lk*#;2NyU-2`$^Qe#=V0Q$$;VLMbX_#t{lzBV|x2twD20_0s8`D}L(J@3Sh1
zgIRG=e8lD-LVY2hI_-lJ#n<0l<St*N>H<1sd`|9i(VQ-DZX8TLev0r@w->XZ&leM1
z=S9jNjhr05#N>XtTolS7h?Fm@I%%=6RUkQcE1c@@!JhNY^j|nquXtG~bVybimbegz
zaR40e^$V&Jgts-}4+LyI<Ud<Q0@l&((;B~&&X-TMsc_>TBuMQWUjxOtR~1N7Hjod@
zS$^I+e%~mcs-rJL`Mb_ZXdyYu{`Mh(&04S_sv?kL)??{jw!NB69Lc6Ni&(O;B-m))
z4Y_`vLvWcFC*cNV%Df&VKqoF6swP-nW+`+uTG#WZ?UlYm)`$JtUBn=aM3K_i+5k7h
z(qRAvber5_LOcIAvYUBsC>KKus=w*#ieKtohZMJSajWlIOS{P%m1ae?Y{tQ^Eh$vb
z*lt#3VNXSL?~=LUu)GI5Zccmp27!eb{6+r*cZu+n``!-P^R#R7!X4IH$j+EBBu|pd
z8~Giop#L{$#h&6PO{NMzY{)Ww380%&Au`~*DF;|1dLz4VK%FmTa0ec}Dt>f(K!$Zl
za2TU*kME7X29~xlL=`v&p;l+C@EMuR$RUI!ia#8|Y9gOh|L9YrvPHAuxNdr(Dj>28
zUeSo+rqX{bfxO}@s?_&@Pdbr~^XTn_H)4h1^+x8pIPJbmp`dFlvbxuYZO`d3Q;rwf
zjII+>uisieiPGHK_zV4$(Vs7!!!X1?`<>V<0cgws(x^8y*F%7ta^a+uL7l?Ml^!U~
z{E)3DRqB9{3F>RBpHeRK<VFeVy@FCkO2`~V11?ogL9AvY4o2>mJ!Sx}t(_Yx)NA~x
z{a(xLx~>mG%cOgI)xU=VJ>=0mVbVUjsFd`Rt(qTqe05e~ntz9A?=4vQp7-i)(^;%l
zG3L>V5&Zw4JGEuh&#4dhxdT1fZBz<32Osxq=5(x!KQ3Ol$#H;Ds}{0Gw_76)<|a{S
z5_4<I=}q@8m)2tF%xxlh7)fV>O{?sk)bR0jjDZaTk)x(v^e?h|)laOPoB4{n!+tnT
z9(fN4`za+nE3-vhsctC<`-PR8=jUKvCDvYFZ>@OjgY4~DpU?stF6td(PkaRBmO;C=
zdF_eHUj;p;_mBrXHQS{hYw?Exlk1BkGr)?`g4~!f#3~02{%xBe#&+JQU=BDxPYt?)
z693`cQi?W=!3nOc%7f<w+dJu+VqEJ@Lr|W%xjkT9uX21XS3pcLe|QQGD6IM;Lqpb2
zelI{TvzY(!Y-o$V2w3qJIoBJcaxmA5%<a@~WG9sn5{7B>(u`1A0V+kw<AHuK9QrHx
zWDI&^kf&?F8FULVD?c$)bzdg!pY2HldONx|gtO7o@5=5$7h7QW++Tbvt2PKE*adH`
z+0w@s%QQV4(~K5*VxzZnIh#>}@6S!cj8J)EJmiCkRa*5gls3y5u8Zicf9SV(yu_qP
zQ&TzmR24UoB%=9+V~^33wIuDE0SY0*EGlg<Kz&ULz?tcT57M^yU}v(ypDBPe$M8jY
z2ur-Bh0-_pBKH`EQ;KFgvA-nL5LeRUMB@D_K_ySw1BLVg+j)?V*m?nH&$FM+VlvH+
z5?pNtc&F<g-8O7$miJ#|cdeS{6x|j$u8$N9F>PEHWC0w)KVH!$>+_iIu=A&Rc(dE#
zGW`*Jn}0*-84|p*K87O0yQY(i>Y{I5qchhh6n9(qSH}hy6<GzrwS_2XeY`1g9XxCO
z;b6iseWlt>U+nMW3S%#)V*1yW#=tuArpm=s7%yY8?>AlQ*aFYh0obKi?{|@m_z7y>
zLJTi^Q!sa=Tx9om7x|E65APOGiZo@Ni>H_)4J?SZF+ip|R=a2Zi$x5I%p2`g2Mi~;
zw!3i@JN<_-fO2A7rGBZu)UCgJbcEuoH6m+ulZ(uO#v9I{K?GS?Cy0C(rs_x--auCh
zAmkeLQw0-QURYvJB{k?ZE;R=uWl)H<7Az<wBoM%ofZSUr0)d0t_&D&mZ%{5v;~HWH
zwX`MnrhaSd@pZ0mzMdW;+b7HTsZYq<k7(C9AX}6#`!AI?8ZXZp(`gNVfYX5MIderh
zlNfS3isf9^#OxYvV<_Pw4FD3kny!_UCku9n$R=Zp-iq1+XF-t#Hs7OMDIfTEI`-I!
zrAq{i#pcx9_wpYxi1@JpRn|K=i*;Rk^_#mh32^7Zv}`g}AD`!gRD<cdUoltM%a4p#
z{mNDJM$ALqTn6RC|F%!Ut8z2~Z#)x?kfR-^*cxtRu?Pd8aZcC^k5MI5Tgg$82Hte<
zwAmhjJlAwe3L%5>(8*R+q>WjYUMT!p!bjVC>>rEKZvIrnmrCJo55-fj&`|cXXw(B~
zj7~UaS=15cN+$-?KEnp-N*^yypr`^AIc~STwE^_;APg*y^vVz>37pp+x^HemCYngV
z`u#8Q99-SMJ{l~|3rZ=jMd8kdF&g^fLL3e-c+KItU-qoDy>MPKYN7=PSZ)JM?HRF|
z*I<Zf`@|Yn@fzyKjFem873Gxz0!Fu=+ma-Ea?jT%KWUq2gReus(M!e(uqp~)sazM4
ziMt>N+9DUdF$SZ(!kbQZy&Wu6l0Mx$p`s2WC^u>A)E!O3o6;_A#oYOiFsT;gZ*?~a
z$7d1v8u~IkUpwNc2K`-$xZ6d_9cRLGF$pQ^j`9l*_L~p#y>w{$^~FWA=lke^I&#5Y
z@0UBah@Dt7eU}4xWJ*&MA^cGWcK!NuIJJn_<nrblDH+s_?b9NAO%zl=!w5%r+{;oe
z|1@b>z3V2z-J-FIzm8}xT+1B!>On+kB*k&x@LV0<)R|t`bDKZxWkASAraLMuGCkBF
z09~0D^vJ|>?Hcwt(>WStFKP95@W4>6AnL~jp4|KtfQ_P%3?dSYs&o-h#;2~PGY)WV
zpw273*1wp=*fnHBcIMOTrQDh9VTS(XiVl6ICVBBwxC#Cy;|>8Ouzg!So}EV=^ytup
z4V&Ja?f{6gK?Q9GJFVvH?ql|^`8>nD-;_p(;g++F@x$=uT)Ev`ZtumoSf~NZ?*(4e
z?(hM^Q&k`&eiIh`LE>)06X4Cn=3}TVodo@b+jU@)m-^i|Uk?7B`zE7QBO%xE+k6UI
z@!vBlk-Y1HBMyX=KUD=9_V@;l9s9%n+7auA<>5_iQfUW|nbFklDFok-A(vtE8SO68
zmVAq<X~J)EH3a{OTE)zsVoy@rY??G>9!UI*yk4c0R<QNNwQC1h;`%{l5GfL2+B>n)
zpJNu9?605Lk(;6*N-Mt}Ati~NE4I7Y)Qn$3vVdrIrFyFR%PcL_{ciF+pWK~e97j4N
zeQ+h;jBtIwn`inf2A3-;Auc1-$W_FKIL+LBCI8JgE~ypQ{g?(>u>lrJ&7j6!yzHD9
z;S%n(Ko|ks+6|5nJYMl&+3n40`H#g<g;-1N{j9Eo2*{k;+AjUg9<pDPAhNp&RC2m`
zVxj>!Q5h+2gWJ|+bz>&*K#FS=Ih`)@caUJ<Y}o6(%U&let>HuRzXfwFd6&KihlkS%
zk;!&B%O7W}1m9YIi0((9D%Zw;2#%D?Hcm5ScUmNN-!T>wV~8Bc%r+;hvJ0=*s+kBW
zvQT<qG428nu$|X29B=>7&bU3Jd2_Hp3G}SJP!x4ZWFuYy)r$e+3i!&Z%k*f%`ZC!?
zdh?2KG)1y2YE^@NZpRtfX+lBI3u#FgQx`h>*)Z&y24z_osQz2&LRu9Ri{6?1eo#UC
zr5~VnshbPR`HdENT_=E%T;COvHmexEUFD)pfL$T{;Y?I#g{NV~b7FlSL;EFMe4;2p
zJrwA-Zl=zpPN+6+0U<y@SPSuZ2c{bh(oC>ntkJ*4?M>rPTR~?Gaf?`-6Eg<}D;Oc=
zr*mF}9SRUq13rjJgmcK3de0^lD=BMLx-k_>owNmY2XWK&FDi*Gp5$S-7m%B<sbVeo
z6c8Kk(^{Al^cxG#-Vf<sTe9P<2{KP&pt8O&0HVYVt)70%H^%sbElk*nZmQt6T~pfP
zu1r$!D+U&O<PTLIZC-!KmV4Z(_GA}<(o3yt9JUP5iL?qi?uK`Jhnz>AMS9w$A=i_8
zUdbaYUcNUBiNkNd)xO*882a4JB%-(1Dep~o)XJ0mxJ51>+gC4x{ae*X_=UprKFv_b
z^kLrElXYd&liC)j==nehF;Zdcy!WB<Uc+F}0wlzFnB}@%j)(&vk{Z}pHDN!!U;K2!
zNyx`h{YsLLu_C#7ciwA6M;9~@wa~R-5I(zWc9Ymo;c3lfa`>JSBX4j=sHgi99vkAq
zZk|lLV}@Z~GWa_5%YrB*?i+lL1m?%oI)TVV95aMMQZX+zQ|-h@qO*u%ngTwJG6e**
z`eV2_3aNvYeS)26u|AgD?vM}-a<&rql}>Lmy|FVT#d~SguA=^;!b*_tt=)z_Eog`a
z3mr}&@7#g?$GJNOX0$pJy<vk2t;3nUe321?=}0sm8#e$66saPk*bzHY$NlV*oY#aP
zAt6Q1z>slpU=;-0HgLsax7<Q>w~Fe|#=qNJ$L*3jLxq*6V##xC2ZAa#Ze(k!`9Pg|
zJIGzWCW?sY^=8`XImv6~|4ql0ZD`|kD->=IiYwV$U1OmpX4H!)B)iE#<))!o8k02s
z>I_S&zAnHwp`$66qd}FbmSk?gv*_wr-`$c2XN&D5YZgutRc>RwcKw2Qi}$xTFL?G(
zjO+{<`KMfEJU-x-9+RyloWBdBorQ>Wl1y>;JzGumhrKBH-VBo1f-WC>zhtCg<JC9#
zLs1**M+3=s2D`9+2|)|!s9A@Q)wSp>Cgj}ZbD}x)EG<TA{FQ+Pam?B$?NWmg#&FL_
z`cnq6N(rxYq_Gn;3HLfjniA|!zdaf<7S|Iyiago?<Z7=1D4gJvLioy%A*anX$rn53
zFBvMWn_?uhwn{>5MW(RH_1}Lo`fTv3i|Eny)nj1Zouoru=eV#xZ4j+SCR(!ly(g@W
z=9aj<9Wmd{>P7s~K<he{fWca$rkv-+W#!cmjtYZLd;=1ZUmoVC5^$Zr0{D2I;S4<U
zwOpK4I3NZN;bBl-izw}&pGh~OZE|9(rB3dP8QpfT8ro}@NZuM?7c;e86}}Zu&Xhh9
zz79%!;Kx6q*U?>pyDZ7y%uweQy`m*t_%*)vUFiD|*236UIrKrpz*3Q~iD16b0*rh#
zq(|+2Kdzlm4~`}{^XF6w_qWtUCr=$Q0oJ1npTA1XiW{aMbwJ0By7ivgF>!y?hb;z2
z3DPX~ZU6aIT$FE!V6peN+IWY=ed5;tezeeu#3&GrTHeTN4QAvG?dKx94)^Qxk3P>x
zdm+T*kiU|3<uLTFm`(Gxge8Os%5`>rCxo{cZ{OQCxwq-Z?=$=d_V(iMm9%;J5v=d*
z78+RZ>JL8TQao9`&(N%<-QjlBW^Q_SHe1<QAe9b_1HT(EsM>#usS?DUkQ$eE5rS5)
z;DZ9u2=%V;I|BViF(Zp@qIzhes&3ACzq%MrB*}j{D3iliOMNX{04L8)kO<eVZ{2ok
zRW~T`CL@kcmTx-*Ee`#%>-Af2`7+cmxJT7Yr`T>>;5LuSi9`_O$YOGLb6B+w#L7-7
z++Li$=tZS7EW$XtO^;|iGE<;86BGPg^}%I`O7qbkjz#cN{Nl5rV5<v4pq^%saYDo5
z?U&agl6({yVav%z2blw%y57`Uzy&g5z{K_QBHt!$Je@_9FU0lD?I?eX>;y24;yI9b
zVEY{<(-9hT=NW6?Z9?>0gvpQgl#5Nd7G(7-dw`r3Cm88#j-hesw&1A2N$B9wejlS5
zmY@(nUcKx=w&(K{-}MPI)OtHafWces`BFLC-SEY)_0!=5W<Ce@<qP(cI%lxxD`4@*
z)TeI$j~5<$XlceGqLp7IBUgOX+E3&Wt;={d(QKiFM5!Zz&LMaSyndvt>3Y0`^<ywr
zf<K^N<~ZGutg+6@NI_QvP%mtYaJ&W&YC66VAT76zM!0-q)k<VVkKI?Vd+sCTRB6~~
z!)uW3FD!srv^se061i(jve!swk+6M!Re{tR1))1f=C85YG!~~K>`$S)3*mkPpQ{g)
zzNNtw8lK&ot`rU+nHqwwcd?4Sm@v;}V-~>TnhB*v{Cbp22H5D^AhfnwGiLO+jLQwh
zaL89HEGr9A;pZ|b$8J?(!Q!*0>F&A><@ERG54h^fk-Jgvpr~(PlUJqIgIioa*N#Y9
z-cPe0zlywYypH+r8ka)-<QxZ&6tP!)(f70#kqXbw+(}~otWDu*5EF+)^ny)T2;|bx
zKvmf@#*3PZKdJ4bH?IhIQXfTSjTr<NzIBx_l(Ll{eY87q#xG5C?3X`o=WAL-MqK5`
zZ4z$Si+P>@F&*2;w`LAQ7+(@8o9HsxAO-)TT8?9rSQJWV?l&-Mz=EKgS>TCgHa%^`
z*JxY7(5awzE|yH<^2@&1wB~}_^~XWffTp=hi#z3yk~K6DE$grrY9{4oeO9JJA4KC4
zOG%F2)W|9VEw<b@^eQg;U;&)vY*USvOmhNthIQm<Q^6RiYJz*b&J$ELSNs57n#3Zb
zIqcICw=bNfHbquT9|8rkzBKs|#%d7xF5dhg77QuxIyaXSpQyw2t(XUhXqA9t3p6g}
z+LxND*a)0kVT6ygmAwl*;;E#2Dsn#raAW{)Gzz#UoiTGJ<TVl+O+?W8dPk)q<-aVZ
z5R{mfhn!Aag=Utiip6YzUXeYs4Rk(f&pCq5z6s>G<RY<EP6Id_S}3nG7;uW+eMbQz
z3#ACQrKwiyxkLhW4$;H;BRR)As5)+wsy@jZK8Q13vy#BltB1>dmV@O(+Sww_kM%2P
zgPHq;$BRu@-?Hog`4sMeH#|*GDD`Q5)h`3Am$$}TdC?(Xl%ZBQ?BldTdw@L_*r^(9
z(vJfo*>Xwa2N!BS+VRDKnc^f)B1gSnf5)b@L0?Z6D<Wc-Ph$VowmTM}bNEK;L*o!&
zxwphaU4MVCWMnotP&LUIhWod5Yr*wYWhRHu_eAJpVWxRzy_y*AHDTKOX^_plMbTmt
zbb@&ax*r`#wZ7G4Y7<_ku(nh5a8Ym^vc`FYn%YAtjP(62GgMgZgx%-XRo<|gAZ`Ht
ziwv?_{CNvPYbFAaQ$CWh+k_an7S)iTU}SKO9;wrcTuaPrqWzv_Y-8gejjX>(OgC6B
z-x-)ey7Nbn<4=C5-(FyCu6|YiJ)+&Q7t(WqkkoHhZr>venug1r{sP-Yp(7}O(1c*5
zLi^T%Ron8R|7$zgR4yxSk!OQTvHVV=2;4ANheRdf6Ug~#!i2Nc;9ZUH=m9C)vF@EG
zfKC7xJ?Yzk;;<LvZu|4Op8GA6=rav~;}<y#dR6JUjK;}bcSVys7je&`V|%h6(bGc+
zfyJciuNFc4g}1e+Vg;`p%Z&9)uXd5C&N+&7!h4u%SB_BiP8M;)19MDwzFAx!LR9~;
z-^ZbK31m|=Xko4tR4jJ`Q89Y#9ca5Myh7kk-HHA~MA6VjIZ~O?#jaTSOLk6HQ=dWh
zAMKeBQ6}(psi53#?-;YBbO*w@`y{h8v4z_}xk_q$Rj>*D`5LN}>FtKxMXj-j&_g#0
z%_0ru5)H27+me5^!qY~hKqtg@(1*QZMOZL}pqMawbSO#f!@uqx7PryhiT{>aj|S#I
zXJyFy>fu31`A!(3Q+nqgegXey24lCHG*>FRx8;+Ed#p(SE6cfIxNy5yu2NP9KA$%e
zPm2eo#x;2z1LEb?H0CJ5JW;#ny=do~pK*8iC-=0Hc47I;_5cm!!E86y;Z{Sx$mCkc
zx3}4=hj>N66og`8qt^={?u`Ueva{+nt9&88go*w>U^Ls;Y$O5|r&E)sEhu~z)Cqqt
z<;Z~N1CQ1}%3R@&my^FMm+N_Ogo{Enn>0+6kS*$G{C38OfV`j?GW5lBy+2h3diwhG
z^9NHJ`@Y^#D=YhQQ^CzP7Xwe7vlYBRDTVF|#<#DZI!UpfEN;z5x6u`VBEpCf18+#2
zuVQQ*jM<**VCzd+E8!pPc9kL9itdCJRawN|v^@!3+IB0|P@P;Xpd6Y4Y+E$7Ytl*6
zHC*Bg7>5u94O^P}l&%Tti9L34RoER9u^i<}>sbsRU`>U`D1@a{A&|8jr#GcKOs^OZ
zNPGVMJN8Orzr0;>Ea!%AIB8=#!<iEtDe;*-FWN3p20JHFg3=T5wN>!75J@A=ilcvk
zIU+lmuCIu<#VoIOjJ*U?-1ST~QJRZHDQJ-$wKxUEK)^1k5r)127@Ftq+O9o!OI5On
z4m_k<LL_fc5<5|KS(DrTCARQs#qwnS?F&?jLUnuSn%t95&27qMgV@)D*Xl9;6jT1k
zQOi_mnr3w<mDHP8fm#%L9Oti8Cd{^gV!M&Nl6vbJB`eN;6ZYLf-z{!iOTDy3x`eOt
zyYlG+n%F+-C;Z+Nm?L^9C9%yv@|3v2^0L8^!hV?3JGw|{K9kngu}roAZtDDP69&98
z;@vxy(yJUksfzx1!s$rwVyk_M{Fb)-O87T}oBo3GrCd)%!_FWN#s!nqR||Q!#Yi37
ziH%SZCtk7b?sb2xRRpb#(Ye}(1y|^Phwjy=#tlM+0e0=6k;j+T`A8)mu)hAgiU&KG
zVbRoc5g{Att|)_wstT2Z5NNlY(oa?UcU~u&-E=?-hjTxsj2n!C_2(deupl<(#hqy-
zy%#{97oP7OXD2ME$MIQbU9M*M!}o3NjTiW9i1>y7iTHZx_V#F`++);T9o<V_2@bI<
z>UX*nW^l<jPxQI!`)z+)-R&#*f5iB5!8B>K{m!2M!GX_bZ8C;yN`F)lvZ*6zMmLL|
za}|9556yjRFD920Lb{)>Zt{5PxG^8g#htmU|KAbg|LYNbW2R{T$n&<q>!B%ve_Va-
zRY70Ftvz=5f34R4zvuJkvswa7vwbVJwUAN<Des#hXUX758*GAo(bD9DMM)XlnCbp^
z9TNYpW4hcU{WIQtzFe+FFX^Q$T7v(JuCYj#`#7VNIlyu(HUI595Qvi=e`9E+O*b7d
zjUmDbKt%q;mmXm13niu)LZ*>Y!s4&556hUX96B`g^_H>1QAdE(gUQq$wbU8MxbdC}
z*IxKxuEu?YT;63dNDQ(HE}xP^h%<c$$DjT}AxsW9hgv5e7eNEIhWbDR5jDJM-DlmQ
zk>FWf0Hgv90|Sz%s3?Ql?^C}0V~~%l9k$N?UbWp)P05ttwn+gS2mPIfsg)UukB^Uh
zrXT@F3JN<rJ4920K}1ygv>?)DILC>OhPda1MC|A17ZeO4XJKK{`!5O=jLXYQT~j_o
zk+O;hioI(6W@m=$hjJq;t5689y%gT2xd}<rINSIFd_9=_-IVRJM*^*|E7{o>>CNrk
zPq~18E*~6GYScgfZ!!H`+|X=iYO)Dm*X786?^M9A|A%O<X6NssOn}8TH$<L+p+|^`
ziR-`ev5`DkEF)<N5;1#3GJV&B>2~o(F)|sR)<@YtyrbS))6E`r4GmKHsV<vW48)-G
z_Wqbk9CQ&oem5=dC%%aDhP`Qjj?wM*-(EN7*#kcGAT=j^CZ4X&!gtu6BdDQ%ji3KS
z9I*~#xt@(KQE&>E`cSLUFP_bxVADMavN^ynDnj}#%DC5jT3&$@n>)yI|9WHjfBHDA
z6rfgk|I(KFl^^W;ucydEe*PDANk_WJPA6M$e}d$HE&u<aI{7~vTvv7gd&JK@!k>78
z8W!8CB8@z%yz5B}6?bkunOGB*_O$O(^KB!{AI+l87mOEXB6oLK|Hb=1N2u_EAVbeO
zneje3)heo5;f|zpUi-zD)o_K-nx*gq98k;&CQ|-WQ9(Sr@7L98ut_7?vM;;|Sm-B{
zq>r-N6?Uk;B84Y^|FVPhD4}JjnB-AlYOLtn6N|~o0l=<t%I8G9Cj;Y_y&^y}bCi<P
z<isuPolKzUQ0zsHZ99J~&j-a~78kSglQ<#=j!rb^_rYj%ip6>XETJ$0m{x<mMHEiH
z5F;Q{2Pb>tB-by3>XY^xGHp9r6SC^$p+D))S0E)eaBSb#Cej8_R1~w_=}EQ2vuK-)
zGU;e8Rq;osl`4oFEgn=3J#QxfR@OliDJjR^{Oe=cl8M^C++#dPlkNe?7f$|$D5~US
zl@WFHc0!_Q^q%rOba|&5=ybT)aMN~5TxD}_?Jg-h2j7gO3K55FUu^7rByM?Cd=&ua
z3~)Yl%apnNb`~`snzBY+%?wgTE>u9ugInzup#7}jQTzQz&)rC6k+3G|{4XwQl%)F#
zWj|8lD&JP*wcXjg;kZqg?V=W@m2TjvtNv9ugjw3q4|$w=M?<)n5|qGhsx}r~Xh+L+
z^}@ZJI*8u$yr<Q$rDx=~a9jCu*Gdhu_e!*MU&qR?!s6}Z17vb^_n>6p>!wB-W*d{P
zn%yV&#6$mIDYRrUMccEgG{Ka>4Ct3(t}feaTz9n^?zV8QfOQObs`l9;100i3);IKQ
zl9jFe4e2&|$?E>Ywx?|juNzpO_9i6V=2U5m8=6nI2$Vg)*l3VG)rWS5DY1Veu&6-q
zzA}2`*iQ7=as1dF`I|pmsp`1;`0a~4Z8H66Iw@z0IigTc5S^?#SqMgIbzEo&OvISG
zh=qh#0Les?h~iru?R8NQ+W`wP4Vn~*+(#5S?e3C1SXot)HIG#|{j1TX$#y(~kS5**
zqtB<j@t+R5%hYAGb>qbl<BkqGtzawK=d8Zwhh6a1!1%pr69!Q9tF**Zho=!_tFKJ)
zdC$S?*k!6lhf1>~ueNfRp}?@Q+QW`)^{bTVtI03<5>yi^k~80-qA{IBG0a=AaWTrA
z_Y*%Q;!L{aeL9l{LhDRE{lGIXJOA*3z*I&;RQ;MRc%mN1N~;3KW}L55apaq<BvNMj
za^#x=^KVPLkl6g9HUd1U-G;#G<=X@S25}CU)z3jGes5oP$MExuymga_a+K>0jXQT4
zYT})2{L}&grmvCYMWQYV?7Mo?Jy`uHvbhrh_U?q4&DAtv5SN|>lpiIAu}9-rB{g<7
znkWgMmHe**ja()hOId9J>-n3SDC+MMz7=eNttzrj@C943A}LK|^bWRR9!gwJ%wI!C
zuuCC6ZY)_2fP9QBUH`^@n+@}rkPAI;>5Mnb7*6@`D{!6RE|<eE=n{6qp!jRv81Egr
z9^dmwJn9yTE5DCNMhvaRo1vt0c$M-;6h=M5R9UUTJD&<M*^BTD5OvAjTL<CeXz|2;
zcvG+8&j-7W=!CkphhgKn^|7X-k<Ns>uQ(D>As$(AFxTKgyhRV-+o&iBt2Y@`^()D(
z*KuKH?E<tCq{!d+eLm>JmVhDMEKgh4J_lne)rc~<7s2AJ=n`A|)2FaD!mqf4D72g*
z>f;(x(NTgH$<nT4XE2;m+z1vZ?-af?$(y!fY_%!ISIGoSipf~*h>5&J`Ankm6a^S3
zsZ73r?oo!3R@Ck_cp{fFnJTYC>5IeT07~>d6&jS@7!M)iFImzf+1J2>Rgb2Y^gcz9
zN|BXWq^A$@W?Jmb%hwjOFwsS!a_(@1@Xf-_2EOgR@Y?ahs_&wt@i}l!b0TS9G~8Nt
zIA9F^h8dP(2Z)xBSN%N=K&}|)Yw|%$jpz24tle}%A4kyqg7x^}x^*u1N)^+O^)FHq
zvIC!s74Mt1)<?KR5u=z0us|XNw`{WEM4&E?oBn+cMeOPtSbB}gr+ADg*S_^&y$7JO
zB2C;Hru9knh~J!RX2xF~jTLB+vTEx4mXR3|&k-ad65_xuuiWNL#KgaW()isH=-%sH
zSLy)s`qU0wQ!7H#B%{9oSiGwG9~GtITl>N6{~h1j>E=FI511ZJ?LG|25=i7O&gN?<
z!V5=^oV1vvAkMwob3Wobk!tX7_GkAsJPLrhb(4{?Z#_@Zuo88t@rdit_Ss-!N&g(>
zb4-)1C<6gRxM0Di9j9m`c${FsjwFlclhN*8d-7QordpWw-A(0RxY4D}5Xwx7e+j5|
zr#Kh+$_LC^6_N)`IM{ow;VtZ)yECQP)gdkssa+GhYGb)Q`?vwA@1YC%y4@o=m@l|{
z7Jvk0ng_}jug`6>w!u{zO0|(^e+=}+jQ$o}*wo?om?csKpIl<LG3%oWxAT5UF79RV
z^Fk+&O6#h<qoab)+s_HT7455xx~%E3>f;1uX2&a2jZ#3{ECMh=Z5lGNGElLnw7qJR
zK_~~k^7rKa2Ys3xX$c#jH~Dr_9DgycCmat^a;lGNv(NM!R8pnSzE7Z#d>(jnQ7?qN
z)V3D6lXV!Ss$!%q0Gv{Qlx|bCVQNGRgp|vXrZuq~_HHShl$1K^MGp~7CQ=K09pXTe
zV@bB!rF5fXLY=iy?V4wExOf6h+>x`i6hq`3LH4+Z_!xD?wLcIvC_mH#h~KGBMY-UF
z0+6yG)WCc+9lNlYENmINguC7N9xE1pA?-C4J*>2(7;!-*FcXaBy)ikMDttV@=*rse
z8(RQldVHWciKpIg$Lq*5nX3uKQb`1M4uLx`aibQJp&2+fRWmNvf++{RqQ|5}8V<FO
z9jN5uGwCUUl1h9a6r?jj&%}9<WMH=w>Jyt}9PTTM+<O^xI~I4<FlAx0bj6Eu=9p<Z
z-kpPfP;^4M^6Db?Kw^Pay7V>OC)$mhRSR`qje*g>fE1~cIN<w*L_DT4L8>c$SbR==
z!Nz6>Vihia?sbi6sF&de_C;&;r}Cn+(m6MJZw&*rkb|Vb$=ni5rZmO=?F)4Nh`@6r
z--(*Z(n&;+VRd@(Zr+vsv*kDJsZw~*s9a}!3}5pP45nL!DYp?*m#xO)f9&!N;S|zF
zxmJ~xVF_-1JKa@cngR<p9(K_sp5B9q^pI9e3S!r#U|e$~(TPRk{?YK#?04SApfFKm
z?22X7YgVZ(MTu0+PY=!Bu^#fCpeEzjO`Tm*2^O7zMsu4kx3zD#-RV>yiW3?rMy_DD
z^02RS`n7aQqE|Vcn>snr6n~4q3<rO8c|vAIs+U}Jjmmb@AyiF7>yqnr4dojM>D~P$
zER19r=zKxo`^7W^1XW}Cyg^w6_fBtyKri_x(xP#|UBweBHn*mMYM4(%qOROOsUG(W
ze*a%nQ3mPjWcHfDNODfk(Ma~%etA4OOSp(~PP2h>mTq~2f#&6*A#gdn*}$)IelsbS
zUO|gUw3=cI9*&{WBL<3X?}m9GTes9_J*?52F`DGVTGe-v2;=*~E0f$vJFXh8?nv5^
zTxOLZqueNh^WblBQvpUEwNqc=DYjeEUnqI6i++)Bj&YaOW<|~Iua|t{r0T6_rZhHa
zLKw&#^>|W{@sRK|>`y(c1#V<oq+{P}H558)eQL1Od6T7j{MPl8rhu(X0AK(CrRZa}
zykK9CkFu@Oc0=>9c^F!JB);PlCU#vB=}0^6Sa&b-?MUNemj{qI(utDyte9>aYxg0X
z((+p#=83ZeFZi=V5*Gcu<GG&=(}&Go9m~byP+=QqA`RL~q*iX+XDUk;{(v(=nEm#T
z5KbKg1hZ#{f1ptSZE7|N=rCK?z`x}@6`QrjxW|vC&N|sWm7>h~LtLjk=FRnyfGG2~
z3~-`L>%d_-`EH8UbxuU{2yDrFjr%zj8;Itm%94r+rU3u@2CUo{CYQElEncZ=xNFQ*
zKmtoX)a3+PuDH1nzRNny@MGFs5<6HVFKv)h`b4G149G>$0f#(qHyDYd$KDG>-aBmx
z&8?h~222S1qP21pvCRRAEGpEuC4dolIg0!~>Ico(&+X<-GS$oS8~d@A*K`rmM|ZFn
zG;w$xE1$NI^)4DD%pb-l0zFWgL)>uEwiSB$hvxSaWXYCzQ8PozF={rcj}s{!+=<%i
z9-ybRIHIUH{z!cN+yRprkciOGu3$(`Kdpaq;35RW+*vloLq~?*0s3-{ba7Vy(OTUT
z#~&S2J(o*xr6NRvd-zdwIG(L9>NG5gMjYcjAy09a0by6*iZA>?uBtvHrSM0JsOd58
z(hnXY%+WEyn(rx(rZaP+ebr;E%cGQOH5Qa1omeRf#GiShjY57g*d%zEsm<F_#kP-!
z{&`5+)k!g$SzwCJuf<ey6<(3=m7?UlvY@%*4QR(}2%}}qElO9S<-LBuq;7AI3=T~D
zU8Q4s;+ry~*bZjA`oqk0XdT>x<GJx*n+QVLbi3ccv$a`$wi6xbGiiy(7!>R-JHs(n
zt|4`RfE{_3$!pbw;i){m)=~LM96$<vyw@-+sR8_RV!3lx*d+U9@%16>KsU4ceC4kg
zUY5)ZDY)V@A3r;<S@qs#CA4~|e~G_AVw8&NGkdmgBB2q#=?^Z_UH#y4Wd<<+iX;%8
zRm@VlW(iocI{EmE3e;WPN*+G@06i|u!4cPy{6^`6?u+kF)U5;3-r0gl*Ly*p^Fyr~
z&JYl;QRibl4DXQ~G3tK&;-cQNh+RLCKWAlE1}Z?-r<aWWi5zXEorAy-DVz$pF>po*
ztTfeTWW?9PN44PY)bLTccDGv4hd2)d)Qa@mvM0`D7%q}u{`fp~7$VE_0<{8no8;CH
zKw(|bPxl{RpF@vQ)!^-v%XNh!7tcYTRh;#w*dVBETZ%Mn-hDLrZ?W$W3L=OE?I5oG
zxeNBnRQT(npA=8*Vn^=?6E)B=7n-K0zbMcU;}&%XXb@5l(So@U+5O&NCWZqs-x+L0
zK@_Mpt)DlTtwP<@(u>_=Jp}pCS(oT`3ux7EEfOe((KneHw=^PlF=p0vH~mQb=XW=S
z+(pa?N7&-G_^6l(pp^onLpu^cuvhw7%oc!N@!pv+N}}=^yNi@RCIge2uc-u_ckfIM
z0^L%8rCC=C&H_ZvkWud%YvYD!pm28qD8<80!YmS(Bk+$DO^Sz^hsB!CSjEVdk;Shl
zt{QC%C`cKRn<hqzX^KaltZu!(MV>%8MYj}1Ar^s0?GHG;kw0gk)2{L4z40M%oFhc7
zRQ&JO5U^!EYdN`3IE)^z!_*&hcVVnB4r%jb;L+z5Uv#*kJ>S{)G>wxe*NQ==9$w@=
zEx(S~{O(b$j5V=cECmX)E(~P92Kj1pml1@gzJ$I9D+>`F`^SiA{ET^Y5>%Bo{~ANn
zmz&WGaYteosPIxeR|=h}UFlgI#j0hoSr+FY?iidJSjFaE85;y?#Ognmw?zsvn9(EL
zA!&ezWG<c_nAGWwf3_fB8vzomL;aeeQDHr;I6ZT1f&^;KdSHk%l}Uof{Ce)5r_2CZ
z#$0od{N9#iD{oVE>Z^Z+Q6z86*lvqxGtvWkIhTL`QsK1oD`9uf{YA00`94`JW~_~}
zBy%nny-<jo8y)jecjd1ty!lr|l`Z7aQ%$0feu0hj0pDsz837*fcVlbou<&}nuD^Un
z`^!K&YYo7AdRXA`u~WJ?AewVcrfDN7N0ei{^lNwj2lDZ?j-TUE%*IPV0<?DMRcNm5
z_s@8*YQV`}rMXarG#-W5{b8znsG6VBp$DsIYf*cY)T#M0WWsw0j@#20Dfv29HF7fJ
z%+_lNZP>H^=T+Y@9;L)Z4Ou+gKg7BTbT8zfWg;JK|8?g*LJTHLXE;g1c_M$S7YIa|
zN|JKTN*T1dc;9Ek`GzP_8nT`88@7i>WXu7O3ylG>m@t^lLRQH`ah}+|z|rn`uJmDm
zPS=qI3SuQq3*kD1gvt?Ke}FKuBVz_XpP%KWaax=R!>u3+MHvw(CNGu9R$<B|zE!(h
zV5Ll%s{I{JRv=q^bU|<x_To|+Xpu@BFZh%4aWoxW5Bg8R<We2)=R%QglTyslNsDOn
zK_U#hRL>9H(@SSIJY!=O88N&O=2gXZiFhm6ebLo*kuQ9Y&@OyP6U>o+Xlc~C)$qEA
z^Mm-Nh|qeMyCA|Y$%9(<ib;IrXd%g(0k|2k4Dm5?YsYT3qpJMvBVoc>sEY$QW|)C4
z1)o)sS&UnhoGbl1&uh><#dY!#nA?xr|4S#F>qBh0yBnZ$fis}v5J6A_(m!QT-#>AH
z_uxFO9G*Y?8Zfqfhoe)kgV{5jO4c>rW8Z-Br7r-7m(y-1SeXAwa2#d>$Hb&ID7MC{
zVhVyszj$o-6tO?o2;5SthGOn^U=OG_EJv=zx)gGSr3{*WvQYswA<nO(1XG=Hw5Whq
z+D7Ev3s^P0S?8ykTfgI@z)0cOf@QUJnRs3`!iEjMpLiETJRw58-SIPqr|-AGQR=!7
z1@QR1>d_{i^q45s6H9(u-wO-3@?sTYwBPWj*A5PdH_hc>fx=YwGpV~Q>3p_5=VYDn
zr<=@XC^ftl)2mnwZ5L`3z$Vrz60SL|MC9jedcGDfL_%(>Fm_t83nr<MG*MlXcgn^?
zUCS)kT<3gQCnqQ6_ht@y1(?n8;EU1)<SCXTW4pPt!&3ySMWl1h9dq_FEZKK2gySjH
zHJtY^2X$kiEAAhFa$00fk7O`+_-I)Ieq?q_3P*^NWCgZL4=;iQGO4-ovh+I>(LJ3e
z(m_lvrrX&V=jn*&!#)@;$({;?ssq7fC0gIx9_=A{u#xDz$0>_EIUgnj`*{Q{G;}Fq
zc}M+~<~l-ESnc*1_^O9*bsjjiKWpbMr`i;?6xfWHQAlBOhwb$Vnm}hWCss#4fQqDU
zC>k)Bd<ay+4y39C7e3jBiG&jNxx45}37;gRP9;CY8128vsnZHz5<FV;)ocre3G}I(
zaI0h)-M7ULrSk^%tJA<?k$Q=wPl#z$9B>wOlnA6d@D<Cg4N}XY4h9Dvvpa5@Fr{+?
zMCO=4Pv4|BhH~2$5NqP;^cUMdAmgzP#x99Z{dShDI}jkKSewOHCb`?&(*03p04t=`
zqBfSSp{j!6I&l=7THpGUxi&szwX5k&<hNoR|76)_JO`!$Nm?N3@q*a9J?mi)kdN!o
zZMI|`MbWK>nMGRm!UM%lmGl&TX{&clw<6$|IzzB>vWtpXbgbOP{2ZnTZ&?Tn<MqW2
zmL#Fcxx<%NS#EZxZc!_T-Pnk@jh4Jm4D-i<fnbVa>((e0ZibvgI_U>1mW3RSn}<cF
z+2UCQIsLYSfo-7Cz(kRHEqe5$6$&21E@TFW*1MwKh5iX$Whr6%FoxRdTdn|v^p^us
z2oOp71#099<hs7DH9es67Gs4;xa|SE17P`nT#&6+u1lnABN<k<@_9XBpq;J<LVLMw
z`@y4alvtve1glEW$Z>rYH<KmIQ4Ml`y}?}_U;F6@agm8n6yhQM?Hy<u=X7*q-R6F&
z%FRF(_h&k0q&Qc8@A8Si@7pC6sZ4*cev-WG9{Ub+tbQd~*cwP*6iBdd6}T(@Snwz)
z@iK)Rx^f=5_^lA5bsuF5EE2*ugcoM%NWSX<<8wGo=IKO)m_#omn&>N}A$&rp`qgxu
z{Bnmo95q;7u`<wra&yrh;dT3fFy$;TgH~4RXiV;F(`GOidAnk?)K#$DS8rm8h3xy3
z7~bb3`I^OJ0<7qDe>T;x3uC)NKw+Z0Mssr-8g95jLsHN+(LQ)vQlC8flN+Lln4UhI
zaL{L9?1g$Ey8&ilm~Bv_KvehD4{`wJ$!g?H<oDIkYnadb{M{y%SRF@ok=l3fykXz_
z)LfRSx1hSOrbeF;f#FT!Ri-J|TRZ4Cyh4XQSZnNSI>!yfzZf}|_;sKF86p9c(rDX9
zr3f~4-$k-wsL?%ODzb$AdqIlby`KZ3Wn!=nBhvPxH(M;5N({XHSmwm7W6d6fTM(1f
z7BG_KD<#?8e;i|_f6JoCG}%3`6u*sA4`^}&1J`c39NMA+1CGX(C-nICJpl$WCUhKg
z#?B?5`~PG&9lN3>IeJm3Wb(5r`t}|*wZ%6^PO!7@P_wjVbj>ZOsE-TJ-zoq7BRul(
zL0@DyKu-ypj7shPtv2sicBT)(7l<l7@i)k@4ntK&Fw;QjW20B)FS_iBSD)4--_zuu
zw0v%(sH_24WQ7a<td5%pVQKD3zv@w{@3ioVf?AWnTcf=n7+N`~LOKTKY6pRXv~a`n
z_hS_?G%`OIgxu0ynuC?I1FnXL_E-E}pkm|V>Qg&jC?Y)co18YEZ_&2m%~}wduc<l6
z`-=bUjH{82OVu11rU<rU#l|6;RMro^xlKzPPGFn*G2PKDk{%1u(;G?uQ6vvGnVE@=
ziIsv4%O8={+5R4IB@<KY&80%2!Jzc+*PLvkrZMxG>Gkz?O}tXl`bayBfti~5byc0i
z?~hE1X_$KU)0+9$>`s>&<@C2yPlppBvoP~}=@8WfyjP(b;%#h%9Cb`0j6Xyv`KL`Z
z1SW>rk#(bn;`Y_@DKp&Q+V_ba<Ra}|;xyo2lxkbs0gG|DYkXS67*$$fdYxQ{kzn=g
zomc6;0^It3Z{iX)2~u1wMr{(wL$MaTgrW|)DM8v`LNC{eJT4pfSheDhTJ5S|;+YdW
z#MR%~t1<JaS~8!g%`@81<g@Q{g^{u?UI!nYi-e_b)sst5XR+df<#%N>L)6Ed73@=}
za#2+D5@RW3SqEhag33r{Lvix+lh~SrhAsEL2QRI3tH-pU&=;fTFHnR%b=3Qa9JFxU
z;(g8W`0EI>2SRe5jfoi(^z`y7E!bNOCV-%TIx2<xa1nEfnd{y+0w>zuXosoRq`|wn
z!H_}HbbpvKF&4B}y=ua_{yb<x&`h$w!+5wJtZ&4gGKCwLlD<`+Z!0$vxyL@Xz~67P
zZCafI240cao3pZdKX})XP9PI_n8}UY2rv>}>W)vy&zm+64%n8C@Ea1(S>{p;(Fy~y
z>WO#mnk}PWXF2jbGY%nkYMBd-KY4l~><mt@urP$9j=mhgPmBiY-E`u6?|jVJQ(19h
z{Lhvla+&|^yf2XNJ!_K^{NJmj3tmf(QnngtYvZ#Rv>|9|X*D%B1Nk6(uQh;&)6|fZ
z<Ry0>t!zj5(%&n+F|UUTpuBy2s=Xhbs|KN&b?ZX^ohQ8#ZXU3_yu9^zy^j&mue-v5
zw*Ss(Xty)9zD~-hRiW;~e|mEAuhHH|8zcLf5{=S}qdCS<35s%i0?_q44#b1*-_EI@
z^$LoLiV%E_PZxr$|7)5U6#_asIfp>7_<uog{VV=M@IUKAifJwX)qpfE4Gk$yPlx!*
z{a+raz0wCU((9cXhe*p#8p~f_UW^<a!TEAYCQCKu|G978+*J*Krlv4i4caz3?Z-B)
zF8ZYa&`?ki%Tmv|x~`+S(*MNspI`@~h&B%o|42hZMC}OmFq4p$-aecubiX;k1c>;K
z{)=&3tH0KA0s{c3NM)XxkB0n1hL0wDF+K!K>OUnY{?$O+FAXAs#QNW64Lq=<2po_P
o3-;MUJq`?*Co}n<eU$jeFaNddZ#MUpVg?}aboFyt=akR{0Oas*4gdfE

diff --git a/docs/_images/colormap_interpolate.png b/docs/_images/colormap_interpolate.png
new file mode 100644
index 0000000000000000000000000000000000000000..9715031c9e4879f256d435eca5c44c854a6b8b09
GIT binary patch
literal 26386
zcmce;cT`kgvn|?~FabskL={l7h^T}Hl%F6VIcE_8p~*Q16QX1hBumaY$5v5tkkl<%
zCDY{8KtuPf{e9=0ch3Fmy?5VuV>kvhz4zK{uT?c`)~s3vDl5v+9KU=Vg+kHDKKe%$
zg*wQJLLEpsdIbK$=UYXGLYWQ9{&Qd5Eq-y-JwAAoLRp=;d878hRiUOR_S31o*S&bu
z%2uS(lr4(QWW`$}tOl;1xgtOKAuH{$&@;|gD(bgs%z~_p<WD9gf4_&7=!zFKPZAWI
z(Z>r5hI&>yV!E6SW@-%aq?!)>!u7GMJoN7$!jn;_p3QV6s7+Qo&UAzvgwK-VDqj|m
zFHn;#Y^=!7lV@WFj$p4Z^=({QFWVu}h&bHS(JIitbG4vIElc^z!-o&E-Pfl*ren<2
zOU)EYr4GP74;25gw9IK%oHg%G9B5H7Dc@*(UE{Ht(_{a-{J`PkS)RltkIexsjf}^a
zN*k$=8{RY@n(T-X%rU|?bR|jf%g*<gCk;7!NULbrXe57oc#`fGqds{iLY0<W&@JI^
zl*E&8MV3paB+X@cET2$N+ch~0qxk*&EkJeYp5149KK-l%hfmB8+@<HPSWGqhPG9j?
z(>F~kz!^WV;e=lOel}LbIcM++^5`pHd8u~xiQ@xlvS$tIJv1gbe6nzCEW#x&o2tQ=
zcdL${yYZRDXWL)=3i1T8pcg`}OZv!#2{l`4xfP*pS6AD<=4uQVAX6?dtj{5i`;KFC
zk)bE;ZH~1x1v9YA(n+iZ^%PGESKKQ5$O+$sjaSn&#zjP2m3^0^s)k!$3s=M4>flj>
zuUN5;@{)W;6<zD6b<&Q`$?!d-FAlkA#;qnp+FI<Zb6+nrZal(%{krD}N4%-4VPu^l
zbM-^_Hx~-Dwv-JM1+eG*>e}+pdd&5vv&-uF%HO?~D3&R^_#z^$zh7Mzx1-S%bSd@W
zd-|!k9SyI}_Yo}Z*D7yxuYB8VV{U5~oQ^&a79HkyD8}T#UlFX_c!T%ixaE1yh{|cL
zYNxq~GiT3kl1a;iQP=U0lj8hxK3t(ADPoN$@Z6p^_`CNwFQAUfh@T1LHv9fz=61HV
z^;A@BtYwl>`jf9ObgS%=Yn<kuIyg0HS6Ia)y8S(tUfc0L!svfI-*)N%>Q4*iKnc75
zA+}RX*`^AT71qOMNk*ov5$y9L)upZBmoS4Rrt`S`IB&yq?|(!T{*U|d4#`SK{p_Z2
z$C$nv#~Gz7C5d}XhRZxFo-E`eCy2V@qImUgJ5E0))!o>s7IS#Nc9LJea3Q%)%#k-b
z@a*+irZcF?qe86r&2p)-4eM*Rmd6XXx7`MEwYn#>I#%2Hu{St4q~T+9nwQakUv}Xr
zc`vWJ!9OU;5H|(MJ0JWGeaGH96ZYWs@wv6Bb`h|c#KoI2ALXO@vemOyxzw}5*rrHp
zExc`lb$0b70c&d=#rlc~BBn0)P+`}^W1mcQb1gk74pvJ_qPWqo-h`Fr`|m3)_VEPj
z6~nIIMILO0!Pc9#qdfmP&;h@?ub2Z*18?36+IuPSx$8#gm;c%zR13rLLoTjHn7{e2
zotE>7mOEEi;+SG{#wzK1>npc<D!w3KgkpVlxQg!WkM?e|56AKZgP3`w%oCNwKd%WN
z(UBKWlQbJt0vCNH6I7V}|I6%9VRzk@4@R^z>FtdKV27v9?@>8RyC2e&Y!|fglXHqM
zY_eUzRqp2;vB4Hikh_`NPN3F~EPG2{b=Y1bu2-WKtLhG1l@-*DQVu+$gFW(nr?&l)
zrB2E#xqCjWFhJyu<S4<21Lxh8ztgM~^4v1w{rEvmF1F{E=hUC<$Bo(}TI=kxqHh#F
zx|=_%B~pL7D0Q@T`|iAv`!n)b(Ric#0`q1l1uHR1$#<ksN!~nEb=Jd=(L=`Dl3r7d
zl$+hGxHxQBT#&Sp;PmXi8vn3wzHA6-ek~-#O*qfmcMH#LM7`I~LoeTDcqz$uzHeQ`
zcZ`Iw#88NH^lH;D;+yAY1RT|v^D{l}5tWikmWoyhLsOc3g#NoC*H_K3Vh-L33OAHO
z3lH{fj_*{|cj2|{o8m*8qp66dzw`@n2RA%SBnn&og>;LhA`*M$y;Db@-mK+0$;lt>
z*)p-LG`vg;?>3;-K1cn4Og`vmHzPz<JUJ_&=a^$1%S>3ixxD?(Tg9`U(PEgpfFMZ3
zn}79*PSs)WtkMdtZ|Jlp1)j*rQR)oXd_7U%g3W5Kc|2g8iT2J96gokWXxBe(JlJTd
zTUuB#Rdk!tq%6rgg#3GQYn|CJMzlj8XZfxxK{T_RmX4cVKEkYwD?5T+&q7-DH^uJA
zRH(x#a?4EBV;Y}R$NGIfG>{*QGH!`d+V3@XweFZo2!04*vBY!h5-HdwAA_?bA+I&6
z@)F+ArQGtFuDOv&&5Y>R0#j3NbnZJ|P0RHLxDG{8!^E6>mEF@@`hRbKekS{oNBE2J
zxIZ_b%H3p*gKGxZAhzF^>SNqw<E#p+0&}ieEECY1#R0Kl^|k3_`<P*V_Z>yq-snQQ
zfiXU#XG_;tPoUXkYbAQ<Xi0<Qw#Hpm)r4rGh!tkIo3z`_J$`86oFiGLx#8uPegDd(
zpWP+_y$4_4pZZYT_dC+!MznbZP8%zN|G?s#cb(nhtM9=Gzv=0rSjUB*wT2o?n8Hsy
zg|hJ(4e|CgEJs71UDHP1rB$nX>yl+XzWhtN3+GLu5i2G5fMnGPRhBT(0pCS->!F#c
za$KzPJ(d|i@x;{zwz*`Y*{ou-w=~Vql|Qa>Lj`k=SbKtziutw}`pn1beFa_-9iowM
zN>os7_n(WzxiLPz=KTpKUVXDsmu<Cy_^zppOlj@2QKm-EYqPy2Q3vzAWf~{gf7E4A
z<?9jrud{O+CV3}V+2|L&Tgs(~aqiS{V6-g!BkgH|kMoRZXarv@H9`69eU&+z7hk`(
zUq^D06)Dq;NbJGJR@)lQjbD=eQNmx=X)4j9k>fs!&D4&MN@vrJ^IT-kX~vvW5zLG(
zH~VK-BY<|QKy0CSa*Lsm(d*9KD2~gZ#%UU(tUrDCMaVd=nMM`D(ZKE~n+}itW%Zge
zx#)(*-J3aXG}vp7EH52?U1wFE`m@QPh~0`wbJdG>;rr10awJar-pKvL_Mdtu6GJSx
zyGNppivUgr4#=u@P->Mlc<9S5Noj1H<kG^AlNO}=Au|)Y70hh|Q;so(I1hZ|-QBJk
zGj5q>Qn>*)!FyruUKjtci(+A#>%dUxuZ|i+9mBKHm{}J?=4B(I?*$uE6OtFf)gS~@
z%eOQ&>4EOJ!B6q=W&YXVMqKn_7M*a-z>`LOSkO-uj+RS?9{Qblz|Zc2h(Zx9d)o{#
zx3XW|>1OEo)Cubm*VcA|DB3~(3GIi8fasuZ{#ku#(>6EvA2s6Vw98zSF9|U+FEf6B
z(Z$tgSM`^@_3y7^qhmNp`uEF!!g+<Q%+3|9*>NXz^!E}gFhW_6rK;%z%On%pzt@PJ
z(#C(Mvz@IziH@w)Z|{E^Zo0_&k+V;Dg6g~d1ygmipF{cyu3y>(=L{6|S!D$*S@eF?
z<Z0-kjd_pOm*S*OR`iWg3Z9O(;nb=*=0<<rnqSameTQFpV|u$~^J2_vuJ`F5ca`3T
zmr0&Qi~r=9BXs{w_)B!Zrgx&#f<<<@$&5_03*@~+P1ke3+Ax0?^B|}aQ=*xxUudjJ
zd>)aBF|Q{kEUj}DTe4i^6z|y?s~o7h0oJ#uExm+qj9e@69>XtFlZ3x#d6W^%dHINe
zo6LL@E@%0bXKr;7i<b5HZxT;KRAV{z=q5o@%*s(dIOtGgySdddx&7E0&UTX>5jv%I
zc6N^W=ONvL6p^qel&|(aS)Z~4Pq1@JpZ!bePx3XZ`+NOHX}bS}J!5ov|D*)+w<bLn
zC;csf>hxB+CpP?)t!fuLbKc0b>rtjr%}KsoW4pIAPxmpNIS_C!Nqbt^r{Y#1OR~7&
z2eI$J-8#xIkGLn3go+kTjLm7bR+Mcu-8sBVdv|~De}6x3@S~#6v`GqEX7@4R73ajS
z6EZ={b<qw6I|^pP?41j#r&lAMa@-g*9+rqk8;^E>k5QznESS+`#|=?m^_jZ6G)^u|
zFdMCu+T*=WnLGDkqB!mP##7q>>WQ?Nd6QB9C}D52n8dJi5-Fi((<vNmcKF<PPlr7l
zIAjH{n~h9_;D6%Lv1u{h(l^Ey#VKm-iFWnfxmmi_vbtFsv_$J(@;KX%8yroWHEcSV
z^G}DkalG^sZSBU?%=khkuY>|Z-OY(8JHES0&0TBEOJdp>UV5FJ4IG}97`pDgSsp<6
zQ0hSCXLnXah&3l8jv(KwZ#_2Iur>QeDNiBY5~rLl$$V#C6Vq2PiuGhnbR}hB`s<p6
zJldrmo7s6w+Ie`74rfQ*5boN&c}eh(!KRD;=~2C9#g?St1ie9K>Fbpay37fy%7mV?
z?UQxxWggh)-tljZF3prq^SR^Lcq0Qazl%a&=i*HXj4!V1*mLI_`AhWR<ac=Vc?)}*
z9xK;js&$hz&tv&ZBU3zm7gv2g=4Y^T_tbAbZF;%t6#WF3Z#XO9bG^0H$@hYu>OGwh
zy@EI!&r`03e1n#Tf6H(2-QNA?*1$1Vn5;#}FlVzaAXfM1P+kQ+<6jrI9l&{f^bvic
z7h&J=Y0IP7JLnu%b?d5b<&X!ZGL*)KrXq>nrP>g0v`n6l2={cW2^h`qbHZ#TA6u>&
zYy6Ne8%J;1oA<Ly3B`KOefi*-@WyCsY9E{E>bxA0O<&!Jjj7Vkja3#}0{K(Mu|n%;
zr_5cnXHuU}UDN!vBbnPNiCRP%c8dbT`CAGySK~u#?PA!_`JS;ed151NLe1lDW|Vc=
zKpb_ruEuDbxO%p3dxcb`El!L@bY^__$PB|1eo|MLd4$=#_^{NYj<-P^7E2^6^--z5
zaIS%YM-H~{{+7@U3%zAIJwg6$;yFK9J8mNC)7ajp>B&k*XIZh<^FSefZs=s|ZVa=O
zhcNN(3ZW)%;0ejTMjKmAoFHQcGXjJzH``LIg?xgWa+C0vYsxP(3O-o1Oj{MjWkvVh
z{V6+y#kcPm`PM(Zb^N-xz)WY+0gw8ejovV39Oh|Z@S|Pnq#yFCbmgm>M+%6~r)6u$
zQ!5BdZb_9^smu|7CEBy*TJD*py5tX(Sn|rQ%5`M1>(*K(r%7AlMM#~62lNat5ocvG
zop;MZ@t2i|MeY01W#hZ1+Nmy<i^)eCU2KQin~O(YZg`$UeN#vqq`GHuM~da-c&bgI
zH9kla|NKq+JoWf^nquW4a*=DuaIR0F^KBEnvU9F@zxDph<?f#eR3e&PWH)Wb*n_5I
zflXc=lJELzOc3>KLgG`0-D}bAR?QNV{%5u&GD3V8&^ww^ZRnhbeDa<_44LE7!46!Z
z9amRYWUz8V15xFBlPk*Rq2EkN%q$7Ldc5AR7rD(SQyF4dgGF7g#6|s`;0TY+t(D-4
zWzsdlif5gcj+xSnPKM*pNA3+U3(38oT>BDL{jwuTZ>z6L`u%Oo9=6T}ylQ=F`lPL<
zWo91THx02U^Xc;C)o|V&yTI|wflby%6RIXti~0`ND@hiE6#-?>!|4@bvwe6y3BNbO
zaknnwm3Yw~{R2GvE3$g37Ih~`X@XmLRa|31|6SSoa}1TLq63d6bhX0SYw|td-h9K%
zN?py?Z6<ZSfsr;5^B~gx+@I2lb)_-$eb?nh*Wi8E+~`fJ-AY>2pN=$f*0IXmjecos
zZDNL{=#RCsv0s$vH@DlnioJMU4KCy>wo`iF5R+Uu585_&%DO*e6uK}zX1egDyZhIW
zrRUD$HJ=%Y6u#zFw*{1!=Y>yeEf$yZ+aHU2@C>wmxV~5@Tf8(gE7&!;zuW1Ykm=B-
zy*5mqL?vQwwmBx`?Z{jU9`@<Ywz_2`KOhz1;!{xdjOe(bzf@rQH_Yqy<;+D|lF?{x
zYyf6<aU|zPMZ%`Q@_N-X9iG;AB(Kag=F7e9eU*!?u>(yWiwwcT1+u(eKWfxSA4<9S
zOAED{avw4TU?SXUhTRD(i+`BQlbr7?^>7U^47PK+Qxr`(F7ftf1f)I8E$0(f#L4$c
z^FHR~&t#h1F5NP%7*et&mG0Z*8+2yhVSj=jk*Y>XRvlZpSx20Ez3*$WPY#}Udmp-J
z<8IhTq@-_>GINW&H!GrN7B7dE7WgK|M0fN18lFe{G|78)W{5KO$#@OA#c<ZtY<5qk
z2#wd|i@N>3TWRV(R*A`Ll}WW95^qfx`IZ<~JzPC5rDrp|6`Vt|8n&rD!c0uI-F&*U
z#$`l)SZ#F0geiVsQ+lvW&FZ|ZUU`|gzGbF#XN&Q7YC&eX0V#PcVnkmuEwi%AQX5zO
zo2-Degrw%V-<5)SvI?Ph*3^487T;fzRSHel9c>>zX2!9IWx6+eWoyt<uc5B3GJ%&4
zqtL6m-(<@6bpKX?ap;vbk9W-Ktzs5*GtSDT!%<p0Yt}-;#-<;CxmdDU^u%5$Hw%w%
z8};a>WC#h0M{h=K=j@)4x&%VdPW4~0k)z`U#W=P*In2lF4N<JOUn^hV*t^m^?lJXy
zU8TGJ^HM}vR_>cTN9{_Rw@YQ^zN;IZv3(^sbZXx(^f#P}rT$84a4hPqxxzK>93J4<
z{mV;5t2|+9dvQgCruA0?=|neYo6L@|;lUYi?MN~13IAf!K8LSVe4cHdj{jx!$k3dZ
zz7g+kNVyNG_IWw3I`TvJ#nPH1t)=~2T`J6$Q&z-=Oz+B{`=jiOjOn7ad=dSROh^@W
z!+h?VdOBL60~LWw1a!i9mx`+hC9YVz%%(=DA+N1vmL!q0*@*k(sw-be+HdIYSroVJ
z(K2B$jhqN`?iwzPOH|R@EYg(`<_WdT4`65=+H0TsgmZJT>`6(8s3G`-mMa{I*0K>_
zcA=Cj8)5t{`V*uW$xPbMbnbrlD9o-kbmMFLBdDRCAI`Q<A2uX}I_k>CdZc}kCH_a~
z=w}9-l~s=?6%kBiWkvno(S65I-l)q$ZO^5DyD@r3DmL5LV*|WLR{YFne$!ceZfo41
zY8GFl(=D7WV9;;7w%%t$#~V?${;`&^YhQpjDs4&rcJb@Xi}5U)9ON(v?q#72PIzt{
zbs4*k*g5KYu@4g)KNMx>3%)ASDKHyWP%H7`CI?%)rY6^Geu-1!kGNL)kOi7Cc6e?@
zA?3ub9yPJ8SC1TgA5~~SE6(c+(sCK%OIdfW#2R*Zy$$kEG;-g)>)1%+VO5+aZ6d^*
zd+XLNxzgw?L1<(D%kms^aId2gZ!t&PdlpAN27)YRp=?G!qToh(1xx?br;yd#IZO6W
z4y3jNB@!m*O_XHKH1wWPA{OV@`FxsPOMj7H=Q97Xwr<3;`UaAK`m-E<uca*WwJm}$
zqg$6f(Hxx>H*se)YIa+cPKSk&msVh~fv{c{ns3to)1HNfMU}fU0R4ga3*%GbzTfF|
zbF5ea`)It$Y{jIT*(Kh@g-C5#)kXoma_7fV#O}JeEB1E0YVRLLWtneI*%K#nhR-lb
zkj+9c5(hLA$GckGwwI@s6dp(FqMz};2Pfnld>URqiylyYR#3)|S)I18T(i1omK(w{
zo+CiRzUcK(u)(>W$eUPbt<G)wD%Iv?(x$TD71MpCX47%rv5uf0LQVW=rp5)5gj_f6
zQq*aaq`bo9Owaz_2e!<vSU$^p(t4r3+2-gyy->@|uuazojh1|}($nbPm1NB;s)piA
zDp+xX52f5~y(*-ZoVul9*zGgdP;W$;F5yE~>vVQ@wj#DuE}D;5c6aN`L&3kTj=GxM
z^Bd&t)d`M=XD-{+tx9JScj^%hPAp59?oQ7vORYugYM`aD%RQan9;S3tQ!)Aas%mPT
zG>1?QH_G1p>7?G?YP&RbT6-s53{S~SsqqfmY54O=e7ACOc>iXEQGwQHWkXP+!u&1<
z{ag8J<DZ&yiW;RSyf;tzwl>lzU?!-7Tmcf@wh$ewdinOU3e$e!pb7}P@hgT0&)h$L
z=A_rlnV|nEsQGhfADN)b5^TFx^q)#8qF=>6x%3~;`R@wbr?;m-L-RBC0-5aQJFi!^
zEAjuEQnvm4#Si}7C%^yai0y-~Ph9Arr9ycjvNjth8a-+uobZ#TiADLp3vkh;C8q7M
zOb1YI&bu2Hg@miHLJ2;pMpbtHMwW<r=diFb*Jp^4oP9+LpT6Au4-sGL0HVwPzyA2l
z7^L8#O53DC<5yyB$55#4mxm6)fPTi0B;g0@B1bP&4JJpzugR2oY+726)@Zc0w(ia(
z`Knjh84u)W$ZrzxS|DIMPXynMW#Tw#H~aGnI|s)+T!B-P*iY-rR3aq#lEZ&Ig?}ob
z@M@G>Y7Atn$p~R^>K`~1I%qGU!jxhX{j_=L^R<f~tj~1gyCo=jjx$|{t;X>Nt_hcg
zEYl3@J+hq%II3aW&ulRGOFHqN{Mfw|xR}}sn=T)%+4zQLAXSEL)N8#HE-E^C@usAa
z&yH!-@IaxFQIhvo4Atq^4d1{2qwwkG{Uoooz}~*TQJn2~gF(c`w-fv~?%dIwXb#0&
zSB{!FeL7kK6V`c8&)YlQ8Rxt)tCF6cK39k(ukFNqdwqhiODM!kQ1((e6k@YrmWX(L
z|MWo=>%+8+3|+<x`c-!KP1~b{CVyX7j8{$)_b#&>$ob5Yi<CwP`IYK9>e-)JxVfYG
zjc{?c4cT}jUjz7^cF6u6J#P-)&{Lt_V^h`tK=SZVfnKG}?)F4z=}3Y7MAI(l^E7W;
zV)9L#gD(r6l&Ii-|0Bh9+*=D4qJ+<&W|BB_oSrA^iqxCu9iIg5*Isy#9lutiQ)*_h
zG*T_%zLusKfA0$D>YD*|H^2}P?X}pXIR~CW6?6s_mXsjwt;;SS70Fh~FRzeGRSi|0
z8kfZ!UcHKo4s}1?Umz@FDL85tuO}_5UULJv(NR1)XErAE>)cdc9---lp>ErZRDEWl
z`)XROecSH0WM?8;bT~;tNePd<<~5m+*?Qub+OxE|k4fT8B2JH3yf?z{SP!M8%7o6t
zdJ708!s6ztrpsC4@?x01H&jL)+Icg+uMV0gS$y%Ml9QM3gIOFb>4r@w?Cq@2!yKAI
zm~t)pGUggcOD9?ys8B24%QC}+9jEWHvk=ET3q7_LvgJN<abCT86;G<v=8=<??WtXE
z$Q`Y9m5&f7Z<{#J^**FSZzvZKlhllS_siAR?7@t4OqxTe(92Q*v=%#SQzDMjL2PsR
zm1C*_v`qb<@4wVvW|_W(_9$zfOnnr7)pD>T{pr)EPNUBFxxYW&57m2CHtem*R|fRc
zN$e?q<krIdDmDo|E~-Z+lWc=83Opz^>+FR;chEMs!ipByV)r%Sc^Y6Sw|(~93>-U!
z-Y}9vCCJK!hV>ik-4X=wh7Jc3phM0-foE#${=5L?c1Fv35C(AqXG8DKrdp0v6-V(K
zF`p4?LiyD-M{;OG6|mfLp!e%bYN%0(t@t5td!9%8=I>_2cl&FcG1kKs3K34-XyWtz
z-AyWq5bRP7fp2lBTs}g*&=Bpt-g&nM{&K)49%h#fX0$sID#51H?)Kx|c`6A-)}M#k
z=V2Fgi=V#6<>{oNJ-22@svVI6NRDQH4r~tQ>x;ukX|T^c(Q`?-eyxq0ORFG$m<+fk
z<gxL*GgheG!u_9rUj6<1x4+Dy&#x(I*rCR4HD##6Iv2`vSHg@BcS1QTABr-$&wEnt
zqr0HsBILDg$0Y7`uid&miZ^%I7Ha^GuLcGf85x-d%V`L3qa`ONR}tdb&RhAsFGJzv
zQxvM@w2?y5V_8Y?fIt1h9?c<4HTzq`FJ0=usdeF%KRmNO;Y;3gSBw1|kM`6&&!t|3
zHL7*7{=#yA3GDwd+G8V(4cQqH&n>G*TZgYuh12uurWrTB+1XsI=!DsCj5v0iR*&|k
z%WrP<DT(e+VAs1u%fU4L`fCO!E8;zfOZhwNGt@lH*Tgpa)ohL#vMMBs>3q1Zgv(aT
zEE%bg^gm$Pml52|e;F_*6VTR-K#oWQZ{QRcA1mW9NBOOsckq@ZFH^|fbKaZt1EUqP
z;1PqR=B4$^XV~SkoaTBJ+f!0g7bP+?GYL>}<uYpUsvsul$%HW4dn_yUI&aQvq^G6L
zf;p+{>c&C@&u6f$Q@J~0Cly5(8j{Mq54BRn*o_aK{2~GN11{U2Ci|gev%0~XwENNP
zkt)8xz<J@901b=yNP`t%J_1QEV^QYK06~AFylz|lQbtTULB!c<u^b<JE@l9nD!ty5
zXxX2ovOAZVw9tNmNBc7jmji%KB{BW`>&wj^8J58~RkNuk23y1q#0m(5rJ3~nhI#pV
zm1f*;0Ac60hHde1)8n0lW2lxm*vOF*R=V=j2tvaMumBef-R{F))^zXJ-Z2q)hlz7B
zqSFBQ{VC61pQe$k>CTu^>9RP46c-bH$?oU*^nXo=zdOhIcYXWjIE2;G1g}Ug4Y{)%
zk6Uo&M^0Y+4E8=4H!0hD!N}|Mtz&O7YxdwMvxGwImWM4vXVmsx>mhY02V?6gu|J;n
zyf}Q~w)@(oAM-N6L@&UY^Pg{ru@Y)|+5#Fm>aB#`-Aw}Nu_OYyP$;Z+-lo7v>baV{
z31aTIZgf7QLhXcd9(zj&3;$|EKdGx07I%f)u~BGs)n%+Xltt_D<DhP{3)uawxHohx
z1rSu#k$`4X_2)>XwLZ}n=UywPpfCWau<1)7`tFjJvChB0P+`Sg|9(FPnCl6eeHoW#
zUY6)mRpW+jljF53SH5Oze#^N3^2lztFFCcwnZU)%tDq#d`l{aj0~>nlm&xFgt1|Qe
zIM4UD&fRwhHxi~3|ANcco7wQ0@6W#S!RsEEepOM1VnU8|@a4hi>ZU}!QuA)y_rSBI
zU?@0_#EQTh=v5r`<QoQ?pM6Ra`S5J1Or<2;(rE1_Ao?6!xn<qk+pC@`O|v+Tm0*jr
zKY;r79##QM_t*bS&at<Z9O~YrEoXUgq)rd6&ka+wu&~&gk|1xVia5=FR*1V(J+Ser
z&3)L5vQOOITkkIS+HuGXVDLr4%RY%%iN%t437ad8beN6V9^*k3m%Z&(oAEo?jb3@A
zOCf=*P=(V6f*>K&?8tPO_sW&~+*$?wQgrBNyLX2}gajYHJEsEhkbpC)agvpf;wi?9
z=|g`27}P*Z_%)hfwGx~-J*Vn-@sj>zsel6&%V6#rV22(du}SndlqDhLZ;A|!_N2;;
zMvdAv(hL<DzXWugFB20H(LH-z(P<a$1oXmraYzH;tlh;5g}QfZDwoHX`Fj$S(V4{D
zel7~x|NVz_r>CdKh7dr*FkMlo?0$-vIXwdr;wPZ&;&K4k1Ozm0At9*NF!j#$WtKb6
zC<43cXy^o+K#QM)C6dQ++$k<Dj=f_Yd;C1txiD|?&P-CQgm1%A)da2eNR<F9>2@2`
z$v41BMR*YpYz{nNK&hWBGyCFPR^A@Xp9_|Ype9XRXmcEvLLMeNuKxWodgiL0>KefG
z974$gSbVaMo#n{F;0vS!a=<Hc+*bc?5krb+aImOpz_2_GmUE{Gu=(?2^|j5heFX-!
z^WaCWx-I}1mTQx(Hmw0{G>rF@Av!thnn5~k+D_lMd>$paeIk%UJMm1|(;x4$wTqwH
zv@?l*l986qfzLY3{OYk+cRsjTk2j2x*Lf>PQeeqzy{9XNZTfOFayP&Nh6B#|EY}k^
zfKHJ{usSnnlctmPE8k9R5epJl9TB_)yZ&&;>eui7Rq@DtBkb6sM;+J+^KxK@LR=0s
z!n_L!(R6YuTLO<_Wa`t)?<4P%21-ojfsDyD2GG&XwrKl10biX<4HfT&SXuCrnr<F;
zX!q}X{*4a7?pc7>yP|da3}S9Yiiu)#_6F+ek%{ipmquNNtr2i6b6b51?H{$)mA(`o
zA;41Duo?=Pbe@H!aB;Yj5N+gRA9o@RApx5>z4|7{Ve86lXuweP-hvK;bS)!q4OsZj
zKRO3cr(PXm6A}_?r#5I-9FQ)%PWzGCzWLDiq<}iLOvO2f)6CZoazm(=4rR{2`tV(r
zOenL*Z-45Mies<W$uQ4^h)_v8?;8<ml>KF2%khSK08dkvHQva5Ais*s1bks(R@RNs
z;RZk#D&dSm_b1SHgpjd~4JRbhQwba1M52M?bVm>3{ot}v&|1_3Bt{)TQ6WKOU}42!
zp+8#<;Sa;!ys{8;e}cg{5l4ZVEnz7>8ij@iu!39K!}b7UyoPn!KnjwZ_Xp4MX#X@1
zmJ2+?e(utxxr)$NuMQzp#&y&=8k<Rt^84U-o%Qah(+57Ih6Uo5wAZlZ_m^&?HO}7T
z;^_D|OE>wt*t@niwnjdye;=YZeoDoPx)wAizgq_OldoUhOIYnF*g;xi02QYz>R^36
zfD%G)2Rl?gW#NTZF>BRFXfDsb=WkF>e(<{NS?d{~b>FfdhcXJMtWGo&I`593oOM6c
z3%_p;VG1pP2Pw9{M0Y=U`ZT3scb+@b^zN8js-9yKxC+vBVm(xL%u=knr_4gF9$3Tt
zaAjc#lW2x7c}E5!oNDpY9~&@C43l9<-PRDskUHUpVO<q^r^p@pUl5|5MCzC)sz6AG
zCZ2>hoUUaUJYT3_R+5Ob+=&Z(Y*bXJN$oGWEG44ftqrrOWaZ>k9UMx!@xa&@hCM}>
z9j4lZX(Z~rNiGBVdRmZVX)KS`mp|{h%5=}}OQGY<+9S{Y1)Ccecy-kwr%FfSBTR6<
zxS6?6;qK@po(zzZ1_+(|IOf*;I2Ma=%}O#GP%(TW+Vg-5tv_Pgz~hu)`RoZ^i60c3
z2USx3IR;PpW-$m0y|LELUu!*FX={|}Py0Y6?vC}wIE9QC-yH_ZFJ#^oZ$+oXcpT_k
zvTego6Xx6R{B9*1k}4P{MGa<)E_na`{rb*S6U12shAu|bDe?jGM$$l~jSbag_#w7h
z-yrXSy&!N@@FQ2<3h=MaBnhK#aZ(<5Jre&Q=g<)k#h4u^@g&;RgL~Puk9#ho%dG})
zu{OUA4ju@*A_W!l%uLMhFa8;!+f&F5NNb!}*W6WEy$Y*iv(M!UkRS`MNl0)VQ|U>0
zIFK%X0b+$hVZ&|?c|D18&)O5%6R$zd?dQdZ<e)uI$gJZcuz1CYP5)iErzetAt%HUq
zPP5Q(v2<bwTK9m}PL}Z~zvPRD<P5IFT~G2#8TTP6jC&Ik%sOM!ffdy#TqMi_=NKwB
zk&y(lJ1IeB`{MkiOBO75oXC4SmcNRUhws4B;!C^5xm!PRXiMLI=&%rd)9TmFfjpf)
z>o{;A&vjO#K&@xb(!}>xq&nk;)h3#P)u7RD_zpEK<IgYt2g_X+b$NA4{=w@z1`ppc
zV`oLuSI2JjOjOX;{D3^fWt&b}G3SiUXWfZto22^X29gtG5TY~_HSX(XaOZcEb$&rB
zP!E8suT?8}c+`mROrEWL#T5q0S%0n;f4R-*kVVTh05<_>{Q!iw=SEw=FNZ0?Z%Q%~
zJ>)L%>Hh?c$$4u*Cp{x$9=uE)T;tnSAKBgc+(IYt=0ZX!Gdc%y%IDiFe{xh(-)t=m
zrgExfY(GA==RDPR9@v&DvgeQzrbD2=fgq$=8PX>C;K6~;A{0va%*vtftI3t%63i^$
z_buL?%lnk}TkP$H8_HkEUq*8@xI?d<xBgZ1weZkCB^<YbVrYT&Z35U^LJp;i^{I!R
zw&{MancTt#gqaFKLt3bS@GUMXchX|zCM0vByt(?-B^-}GeTG~S(ApqY2%}j+^n}^(
zL*lSSL~=ER<-MU{$N{WY9HwQs^O#P2`*UBGh1nw|B`wGkN7}?euYffls&URmd=H>s
zsGW^nS$}vBLgM^Xw2=!}BX9yFtl3Br-=sjOB7lh?`h(Nbi10oH|I4B-dGF41XEZZ=
zb}X!vlmUkFR0=!IhV5=GB3U>RB?b#Dy4t`4y*cg|0AXN3a8?PusV+GIW=5CMeK11n
z%qibzuIG4KckSF}5?ql-<A%yH&H&l@I;Bk(9McdvEeN=Ln<Sx$y0d4`3PFxrIVEV`
zrH%mj>C?%uKW^5ZONF2;C?k@<@e6!;@cYmFz75EXM&8`K(+F!cGHo;q@mZX*=co{S
zTNZd}4>bI3KxmB>x%AtcI68yN{8B8<)?W`X8&L+lXO|$kvIIjw;_u^-4$u-Sb0J^%
zv5rejEPx3d65DCvR65IW0QH-$@9ZhTX~v_k1CQ>@*3mNF`(2R-DJMwruN!uz8Nj8x
z8%B~YzkZVB3WkfMvz6hFHLlAAz=(&(XYL$xU-?R1?lh<BIWzM1?a_LmNj7v2Nbm!G
z<KPq|sZ;VSu#W`qVF_9cm-1)7%Xh4@m_%J>A+x#5S@ReaLd}m{8u3wwJsP5(Fx<6?
zPxM-o^>q9WlnJx)`|B=Trx4On3p@kaQ?r2ZYrgxN(Sy*r`Yn?4*drH~?~d&Yf1X?K
z<?rZJ+9be}GN3(`#28x&`O_9LQQGHL&5>u*9WmghZPEP8_Sz%y99Ifj0~Fw~BO+=>
zKx+>kIeF8$ED@S1Me0Ert5@@7YHqk_=9ur_+GRJC{1n)k$3~CLV!1G+lqw(_?q8lB
zJPD+pc9_~-&qxA=D&d}0LNZ4r{3<4iFWT<|hV9wB_ze`oTX+}T-#KB74h-6)DX3ND
z<d}Ygmk#9DP9ASXU6<nb&6N_0*$FJ0pe6ibiCqR}TG-gnEbjG-yw2jg_oqSvPyGrQ
zttfgABFqFt8s9rzZM8rWkn|D&+nZ=mxPR12_U)t*O&3BqL4o;6C`#jR*iHep>TiFx
zH>Cc$MNj-e7@BL=Ih087_HAZzowW1?GQNSSHBWShj-JR>Pb~fWANfs<xOmQyjzqK`
zqIfRVF0;vUa&mg?Z{jy$J90tQ<B*x*(Z@)zy?#hxMM*wC?r|U@EbO<?&e8LrZk*T_
z_uX5SK{zR47kE)7?Z8+(AkcNC#14mAgjne;Emw~FIC@A}{VL)i66iqBgS5EX`KkBb
zYV+n#DY~7#Jgn>^O`ybx_z-)`^c}O$wsGbZWajF%E{jeu6?1zIf7ebS{JoFwGf#Jx
zm`t{W`&i>48?j<%MKVS*5la!~%{9XMxI8#<37j`lEh%eu_IW*k=9Or#M{6SEa<7k{
zSN|+YMT)*l4moF@28i+rbZFMchwJx0Eb6r=Yd|JA>OPY|HEx@gRLQnaFrpl9@tN*Q
z$b}RP23Jmg(d;fM)|w+6CD9tt3Er3qd{LN}1b~OebzMx>%-2<1o|u?W2)xD(_UP;Z
z`IJTIwO_Am5McVCBwmasBg$>8pt)iJCh^4&wFqtGnfA?0B5o_68z^MYatvN^sy+Jd
z6_I5K80wjdOr?z|)T`{zc)xq%Z?*EYRam@M?ibO;q*L~0B(^Gc1Ox=`TUh?xl}sFM
z?E$s-pg33WCjpZML7Q>l+f>=7A1NwsX@9uoxwT;BeQ-ISWAaY`3oe3Peos!^3Z&h%
zs;YaL6`SkRooW!$5~S$_zoCgEsbH@6eyjqW&w}jvP1B!tNXI8NN&O&Jgv}@Y4UIPR
zkcFA}dw-gTFk`X1F~=P6o%XztWxw*DZ?6;H;P})sf(*SkHAo}@lcrf{Jl@FVxSc5%
z#gmPQJ!rH65@PxEt3E@{<;k>01j2p&UldL`=_ZhDwF7Iwl?Z@A$EL6B|NV701w<yQ
zabLhCwX<O$F$H}0I)n(^cWlRaIB(8?RHT6hZ?REuMIdF=m$E-NmV`MI@nKS`#D{<e
zJuOogu{>nrfYX9bljT4%db7`x0rm!fQy|93e0@#~6y&SduF+tO5b<Ij7R$w>g-5&S
zv&ZJVY0K(C(}iEf2$e?9<$*nLD8^@zmTJ2vTfB00%X2{5o{#iPOHa4xiWiO*FnPm9
zSPq3GQuKFo!*ndh33%ijPR~|@xHPJf{NS)gfxZri`ZzFSr|lJEB<VnmA5l;%eP@za
zYJuS;zKHdMnXxFQ-aDLH_|PQ*?TNF9sC)7~^3$i;{w0ZvvWhMSAWn<AEEHkszPlG{
z7k|qimra-Z7|&dV&(oRc-x*^;k_N~V@?gK8gRVIkk_-CP<=fB05d8_%hrwvuu{s@u
z^y;yMKgoeNL4;{<K*23j$e9MPlzm$?=y{f7b=9EjrvT-}z#<}(y?oau4~QREme8pS
z{D%FW%k`OBhVDNW|F{62138iY8N&1&(f@)j2`<pJOtpRN1ECmM@DJD8brDo9SclMC
z?z8U!>9u!`YWlkho6&j4N0V>gzO@RqyTHVh4_dY!f8EN9;m?c_00`Ct1qOPMKqVP^
ztv*C_OHi-}AgO25p;l{Ix&Ws@ejO5`viJJQ57OWxv3{$;k{{$|5$$~m#%@s&ks-nj
zO=)0}0ezKu{<9PTU$R%FDH5r{G8dMSY6?3W+vIaf!Ty;&XHZ;nL2~p!c+HoCbocTZ
z#J#GRJ!Y>+VeV%<j!Ef^yDN(R#}HB`(7V@ut@?mY3qkJ_tn|5}i=b5(0G-W&AS+`3
z_f>`M_>zD?o>pPvIMb-q*M-4SVBofcqQq!UHR)^8K|jwbi5c5G@d1AQ2{gRiV1~OQ
zyh@6Snvlp0JH!E%;)Xn`a?~XbB0(}d8Us(;I`lOfDi1n9DpV?_lb}!aJsChZ7b&HH
zM7BBkL1}ki2Zho<EJQU3s{Q^95bBs)bDz1J8!mmFr<`8692IXTwk)|pd8DA=?0FB#
z#Ybc7BDuA?#+JX|s37G5x%Ys`4^ooRARbgKBUxEl(05{uSAoe(1HIFLOeQiS;xFDD
zM1%}Pt_D^{_vj?(cREq!vVaPRhT{y{$C1fTU$?$evpk1fYfEJd!2_t|WWg~94w)!4
za=-ynt`X_*^$ZX{kdqJb5qR??Z%qiC{U)L44A^S-eJjv~H-UoHD2U93LPCataOVNi
zLSu@{G1RFV#A5(FwvwchFGWm_aEfaS2rC}{q}46T$Jb?@7|x9LsIo?MQhgTgyGLjl
zXCwU{^#Y?ksUXRQQTPSIG$OzA>XzMTUyQqLk@D%&CqKsFa{j36$owFgZ#1(BfNiye
zAhZ=S2xn0=us-{@oo1E6q#J-}K89M)mMB$VVBo5@BQ8tjnnL_Nm2R>1AUGMcTtSY~
zv+03%ib|bq%<$S-+l9G0?zy8-X{^^-LmZi3Jy7sFy)VHgT%Jw$`Via2eF-t4&7<kz
z305g7DI-yr46d1|73d2iisxnIs1PX40AbvmoUIN28X8O9<VWvJeyD*94r-drV)zn)
zzhR)Z^e#A<rlmNj$YxZee*5ox5ud#(HjMc^B(EaDj8pS%AGyJ~RYO7tVaoZs<y_54
z#3@M02M*GSeLj4Ge!JWoRKog#Trgk+>7xA3f%r#r`L;6bhvQi;6pG5Y<zC!QHYFfc
zd5%&Hsdgrr<?H48jAyM8_Xlll&hhH@FPs{IAfg2o(OwYUBcq}+K)jTPdSL#$3;fKH
z6XzlOPL&Ss{nHo#$z3)gg8_(G!o`n9k_J~B=_Ils$cuPw7qJnr6R_Ak?ZW18wxNK-
zzs~N@gAfTqsQ*D~s4*x&NPQADyt`|l3#)|?3!C;_z%C#^99jaP9o=}t#`>?h!iG~j
zQ^*ct%a9@G09tTJACv)1B7Sm%Vy!nofKBJfUb!<tGqV8&w7dsaxUlGAbxU8}*@*H>
z#t=6bTV+807)X|)hODx$WrfW>R3Ot5Uyu*B_8jJ}!yy`X*LG{DdkRqjV<}D3;18C-
z6D6M>MzL0&l$Cq{w)*Tbg-&K?vo758^y$+`iGmrJ6(jqVf^iom$Ogb7kE**-fxsk8
z3LAw61(3rvz~2`M{022?pglE`PbC29hoQ}LyJc)5_?wd*U~&ZYxHDNgZHRyhMUfGU
z6<Q@IB#K%CESe}FwF&f{(36`x$|%&%dt)J1Gr=5W1KobnNmJ-#xm45M4wrzy@=Aa4
zU8d~^^bh8DP)9F>66)l=W5qGIEh3=Qu!EAOcLOWv1EPoVrGSHH`BKPRL_}Gxv>8Qc
z1LGnVbR?Uzb5s40_x#=<gKBxA#fN<k*b^QpfI&!dADy0T{opa5or%;4k&-r|myOkX
z3W0MWI?aUnH`8Z=C`qz1>o4k-!hHz@hH@1P{Y${u3>v%!$>OKheIMbf59uTOMm6Zl
z>i(`(Z6UcW>eZx^>NmSb;%wP~A&UQ!lY!Ipr#-JDK}IU{^!w3F(}Lm|X<&&PFr92T
z`XpW{iX@5~bE)7!2=sz9rUJ*L@Kp3KMgtC`{1%RS&^+>4q?|rpF0Q(=>wDXx_aAuW
z9ti3S?QdwAav(uDVzvEi<Xvc}D<(xP?NRt==WldT@wiuY0R4*PN0alA;y36!xrlZc
zQQkU$pd6AFgVvcr$6*H<^Wtc&7E%o8TLYXIe&SgEOC5*<)RL<q1<j<8u$1*01JK2w
z%&<2!161?id1e%<nttOD+qu{)vKy4J0}N_#{A{4w(HsQEUkwY8TOpx57QhXhK3CHJ
zvsRJ26Hq9qIcmd%oIRf`L%AOcImUAO)#0OTZ1E9vts;?-)j1*|QPg>b44h<?c~|No
zs3|~^86r8np+f=>GlHgv>(Ci7?cobyVhHOi(YSH|_29vmv#0a~ugmBtyr8#&Q<ctf
zAJIScyFEdc5XaWv{)TV>(7;I~$s{6oVO<K~t4Mi1)?w=19DX<sDu2(RwgCyD37O*x
z&<RaI+>=2(H$myo0lrKKyq>s1it{c#$8V?)#(Hx80!>BC9HdkB5X_N^t?(Eg`Y$)3
z`t}^&f-2|~bj$=I0nfvs%Ub4d%ER|Zyxz7+B86Sh-%hV^XeaxOML^l2$ItbQQMu(u
zIQ#dvznkqGSmYz%tXjhr)}{M{K%QjR(3BV9ng#lELdOIIcaEwHGod}yZR=LwK<XZq
z8?f}`hDJ^#+@1o3)JsFn1Q4F_K+&D%`#D36*0v{*cz~1?pu}|eo(Kvx0xb$d;xh3B
zL5DAA!!U*Qnp%a1ovSl1^JPD9Ky5|p3(*r&p~>y9UydRQ0hsZ*NN-yZEuaLc`QX6=
z<*g(=q$-}LQ;I0{Q?u*IQGSmSKb$JXh#xRer0lJS`s_?yU=nutZgEvX@Eo7MHj>IB
zxG|*9HPfAhOb^H(%N&%NyHt34K>kbvMd>kk_=yLvP^f3Oc&LiCc@Un0rV0!Sx}DGB
zcUS7o$zyJUjKHzMriNLL*j7)`_lb7aAk;zVSxeaGMG2t&xtjUC@O`=K@|eE2TAUsr
z9a1kx^vSKoVS+z3voav5V;xrcu_W6J+vH;9xF%%P3c=Ua+c^uX!5&~$GoT(!0HlC(
ziSb<kaCmGbvP?jF9b(hYp!}ZPEIV?j1@mC%s|OHHB+lVuii6L!O+{)U7Jls5F{FP1
zLVgA?Spw9!w)mxx@*4<ZNW{s30EhU7i1Ylb0p)(ENl$W92|T;{0QI$}!P~P`$}bS+
zoCmMLedi8t0f2Kw?|FGB(x4QU8SaPl6Wu(iP~^w+GxMuN<XQNdT8I_->&gGaE+!b_
z|6vDIcp`lwSkvr1<nfaSZH_$xAn1Ji?~~HMqx{k`GviKE!*_mOtPW7>Hfu&MWM!!W
zg?{ee9a#5}UO4*Fm&g}k68{uH@xbCMCE;Fnr=CwQzXT=AL`KbNs?F5#s-O;R9V9iv
zNZ%6>b9Kly76}k7Yz?2l&5{>O@qS3-!8MuSfnK@`NY%)!`MfH!@=z}&0KL?Rxn<fx
zi_B-|7a)KWw219Pd@x=eF)VwoVgPx}yP&cV-}B*cEEoD;g65$@1AQ{`5hBiunJx*5
zD(WBgG_veY3r+}iPWke2PW@iq-TOe?Z0)@iktcNyR7^dj)vC1zPB*hk)POZ1B?x5O
zA?$N0vzFC5ArcWN@jZ}Gfbjb8p|rH_*)W7sKwitGT=dz{+obsEu(+j5-W7J6O&Jeo
zZC3*YB|K2~WDxR@1Gp&ES~5UX4&)6rP?+tcW!FO_eVAu11Qo6oVC5L7DMq9Tu(2@z
zsPI-d8PjHy)va?YhRTLQ$Wi3&djJnLKs_jJY^i{164E&o&UXG2B%a6#ZAAl8w#KlG
zX}FuaTe;;ha+13bI3RMgd8TRw-pz012BfTmSDxv?jx6qL9Jd;&Qi<4Dxz_#ZqN-cb
z$MF0Pcna#7(la@^cWj(Fatb<FLcm?ztq3bq<P0sV=T-jy>jXFb)%V&mhe|(Qf^Ym5
zjxE~PA~#QR{@3~Xooh58E2B_{qR~`W_L1LCS;Yvkp5~B-xu95$KGPvDg=+kH=mh-m
zGiJ1u<f+^9K)!VEh#ljCxgtGXW0)77H)5Y4f4=$H>@1H+GGeDkOTu!fgiBToM?EoD
zHVxgrbSrt~2O>v)Llp<YKTH2>zNa2IU47t7($lWnI|=u&o||eoGFjVDL&SZnA$}}8
zcnWDI^sDPg^gHxaKT9%1z_h9O(m`Z4?t}iE#9uPC4j$<3MDI8v^F~p_ll!BBKgMm&
zG)(z$Y#a@sP?ucubRj;x?tu(FIaPHG7k*e_pv=rz$a~A1@WPZ%Zye8)mtinwPdL}G
z`0-l|0Yk6Z7pqXd7sf)WtS=e;PVkFzwHG%_I_%#%1cRU^gQU*pEl_3>CNxRqb@Imh
z<}rjj!?)2DMI1ge4c+yHc$`V0t>c&%9Bv&l&7rNevR*y6pPW6fR$7s<>@xOa43F{r
zCG)up*^{Hz14pb?KpG(ta?KZq#Yi6mHs|JsZe{68K5en5X;Dz}$y5l8E}N@2&pT1$
zW$c{<Cs3nkekxoVX43iD7kjinDT}>glQxOu@W#_RkPW?&*jN$hIe=|Q8<pDBjVixL
zy|L>1#<Fl&oNum^kG%9R__%q<oB5Py%HOcaM-j2&c>#6aS?w1*inAwPSbC%-2^kO8
znw2jLOEh>6$F5W@O4Y2-1?Eh2iz9D;=%J+fgKiI&@!9;#bOd?)kJFbFvTunSWm;+w
zy&n#ganRMCb!K~zGik~qLr1ps#x58OIbyaxejWbz?HbQ;ag#VI?~&>dvjrDJUGwdK
z9%AqGqc5#aN5#I2D#Leo5>AfiUQ#-ek#HHF=l8|#`HPRkg92i_u8+j$mHH#ReK96Y
zn5GXxjNevnx4&s`pk?P8oUj*LHnHvX*H1hv=#R|PpMFG~H9!+HVI%9IOEDnVIey5L
zBHcQ3+!Z(Z^<mpGZYXrOQiRBEuaYfiK%fgGIrUpxM~E+Z1;^r_XM}p6q(Y2wlH1yB
zP^LC^fTJp)ZU6DCN@Y$38~ak<Y5w7=Mas|Ho7U+5vG}%pA7dTSO@pw>qCEx$50?VA
zxvxImxhaMFcRla#&&v;?)k8yfn|7+=IL!N-oO(wql_`j)T;wGRCd-r$U>Qyh*w((u
z(F;zFX=mBjXJ|qfGKbO*6opP(Y6n**N-Ucm*&H{_P4&f2m#p-33#GYhlCp9XS$qqm
z28QQyO&2$8D??^obH>wVGy-G#kg*#Nf2Mm>Cc;aRw-uYOo1oVFAy+cnW$!!p@{g-X
zelFT8^v=R~st*m@;^mysJHmMWe&&YeMM1g-O7xwe_nUTJO2y5VEk4i={xxp*2}Rnu
z=CwF0jO%ylYUHYVy${8RBj60Pt~ypTA`%eY2KlbVRaI5h32Oc^Owu8HAc?(u_wG3P
zA7C9Q)RX^=pHvCQn2<ks*?&5gK#N0uees?{8~OQPF*e3qvLgtI$&wAfZ=Mz5L?Gx?
z8xm|lrG_5Cp9{(*?9io57F0mM%kQQNbowIHYvE?eB4{&Qx@B2x|3)L@R0t0uE(@O!
zl)7cw_R34)5x5&@|M@^5a)B~L#J~A-_+JkI@lXTe2GW~@-CKLl6ZNw|8UbUZ8VAh;
z52bb0=+2yiOId^dfxZrq*AcyKFnRKA<Kx-n1oZ1zw5N}dDAJtFy72Q~ujyxe^^Prh
z>?#PC-WV4i_y)C>1!A*Y%8`HdF#C^)BtuDXDCk~1qo~Vc5Y=vpo@9OYdiU)GxbzNG
zA?!VrX#Nesul8=%*|%Dl1)yF9{hIv?KOw4f_xr&QAT7uKeNou|4<GB~V+#Cxew-J*
z+O_Zq9v&w1fAgu2K8c7FzJ6MIF`3KfANwED7x0n6A@U!}Qc|6(C)(W^#>JNLl+CSQ
zi-q*M;eRQsV92K$9!Y*vPp4;6myd|@Np}m?`)<*$Dm$O;8EeiXhs>iAgX1ISYY}-0
z{MRF1oXItLtd{bgki9CZAGQ25kA6`81x)c&A`GLU?hAcnvg>80sR5e|*j`K7a%o!i
zpuTsBv0?EU_nPr_i4ke9R@Lg+1pUL(&NGQVFVDPqD+F6J<HyR(0;44R9byamQP$;V
zXG9n~$?dZ!CL27E_i&)&waUJb&<<1dtAAA2{pUv|BerJk<m{dfG-cyrqmS4=Z@`@F
z9Pil+4`%P|qrPAG8eYsV24<wQPCcOMVEg9dEdv&wkNwV{ME-H#$+M1HpZ)u8vzLcE
zEQDh@oNd74b1;{?wk<|AD(oMmnLaG~VJs8M;hJV>kX7Em#EeCIlk2&@k(!O!-Scu`
z{T0r6?OXP-XRI+tO!G`+aXu`^CTz79+*laM4N5ZS2?Db4e97(9BWxXmmbACxjM*(n
zIZO`oUWvtGrF3u9F_Ybj`;r_^LN}koOHb<c`@O2ox?_oZ^63n0!S=D@cd|OE3bkTR
z;@#Q>@OI?PeFMvj5l-8#Cf}?@`4wKqGB_fp{)*XB@|&T?=#HcrwGC#SJGyHoBC<s3
zScDUXhB&QIG5KBTeD0m7$?EmmdP?94Bc^GXSD0^@-z3#X4_Y-n*<-Spyw1YQPCpY=
z_!u4zw0ydo_Hx~efwNDj=*RKw`*%Vv7~pqb5*p5Ba`L{>Im@KAMZ3;)ZrHviq^3X#
zv5k|Bz!SpoJ%_lJ-VUG*(g)-NETYmX*7f7GIZejGj4v1Wi_Cpili4WXzI~tR_P24}
zu<3&XwO_?Lho(%7Y|2@SFPD*Nn5+aIAFF*cmpyCD>@w2V4X=heRggv1dd*59end1$
z)JpJceW`nXxCFP&3&L|9o$MUiB#+suG3VFI-VZnN{gX*hyIoz;QF4rgTUnI?f7R`H
zzGutVBj&SNK%Sa$giRKNP_=Y9-15pqMBn3(BS)Evdw#IXLX~e4aj`u?XvC0Jg@#Oa
zm4gT}ev$nD=5z%z)c<}^BixKS?BjnT42o4U3#vPS;1??|he7RF@bAiR4IvvVmy?pu
z2a6kbDR18jlxR!GF+jkSq<v*YbF`KEcZe_G7wd@o;=wb~@n+8$T{d=L2-I3Z*zzkr
z*}jZ&0ntNWZg)#yn-&m2J;3oS?g{dc7SC@fN4{qW(EJV$T`1bT2l+&c)PFwzU)YO!
zbLBs#^MCO1lUKOk#=Eeq`i7VeTI4^*Y6)0#I^gi+ozUQ?31frdquH(JUjA#H*Q)E{
z{20SLPIhhY*jQj6mOQK5!de^bH9pC{pm7E6^fO+wI#6Pkvhnhnf_R1803%L=fi2&s
zYj-`~zL#pE5g}Y_?AWtm+oyk=XIR|6{CWF{bd)@|;E)0OZkzB<kwu^QL;y?L{*fO@
zM3{8-VPgf~HPF8nRl}E*dAf(U>?-?FmBU{af~GY~hd(jF2^bVAjt3c#sZ2NGa$WLH
ztHnEcMK%4kZUlN<p5wyiL@qDfc=@EWEr=!YLkpZSLZM8y6(v<O2rttk`qj>gFBZye
zo!1!n(|6vITNX@vBKUsL&7&R<A6W~=KCegjk01frZ}0p6YVXS9q3+uLSSl1*QnF;K
zp{PU|V{a-k$`TnNq!PwfjlHC)CR<_}TOmt!2H6S`ZDUEY3*{C=$QCKP=bWMYd7eJ+
z{dwQ#{oK8Oy?^=4`CVr}*L8ib?^)Qg5?vR#BybsMV*J?;t@NS0z=mnB2@So$Z;ovD
zWw?n(coZHHW~ASQ?uQgVexD?ItYfQo2ERp1@9fbAHwkUd%vQ4Ze%b=(=$j5r+zBC8
z2;F6aLfBE-e%B(C=p{-uZzK)SM!Ux4Rvn3MzduPb`F_m9cDK0s0~8z)*}!+~j1UW|
z(aG?{Qb&ILVLXb^rY^SD)w)ZR5~X3SkV?Fa{_3I^V&7<dJ4{Z{f3^O)v!x&-Vt8U$
zgS;pdCAYoA=ls4yAf<u>u5G8yg_~Hy<u-3!fWaiGd%}Rt5RbuB^)yM%xgMtqHy?kE
zSRL-b^R~cyYV47RPWh<}XPgztj$P~rua&4N$Ml@X*QiV28ne)%{T!SuElHjGe7<#*
z_mbpg&Z%}iRXH&S7qifFTW(z6DG7p~Le>w}ca;qcHENO>UTuAogXEQ^U?oG1y^-M#
zN&Z8P>o;G};@&4C12Q2GOq#OsH<hHKE=+pA8tnb5f<hbTZ%l|J8G&{6nA-(idA@-5
z_<m>BW1Leh2h^S_KX1%)d-daGBDfB;j=o#WD20q79I50n+oNsamwwnt_HeCI=Lhk3
zUM4?2*nd%`f*0Qq6^f=oH}H6|uFHp`&DNcGk$vW}^yPb#L(ra+-*+F`gv{U5=(x-s
zbZhPSmbMrbHJ@K7`RX9FbE8d*2`w|Cpd2i2(q#)JV`!WZrOb}m2vQJU=Fei6(NFHm
z6)oR?zp?cn{e;)M@&Lmu#soYF<favKaPLtXi`U`|dL<e0Gnt}`9T;UP>iq+NIt~xZ
zXe)p-F#C8y+=nT`7zGtBq&&qN%z7!3F-ID&UsaS3Y!^680G`hxI|}SZ#NLHpFK*03
zBUP<gMnPQv7Tk<OAWxP`A_4l+q@UTubyXjBlYI>neIkVZqwf5#gtxurK~BpMoKxAN
zV!HE+EY6Qy%}SEugNtki-<8eM?rGvS<Ovw^L6<Kj#ZsDUAfRQO_Ik1!)fc8br4siw
zCCO$ui`F0fWs71uyG0{o4Nqo9uQKe$!BATVtU{eqI=glT-ZIl%ASjJEYmN76p`sqN
zeJhR(TED!;h!hfBR6W9qd!@!3*lWFBUv*wcH;$$TP84VxDNS9lU69)vz?^8=L*Mx+
zVS~a#SD)I9a2d*9rxLa2_W95Z3jNa)V4YPATXBk_Zop`K%kw)D7a!IPhL-i^y&s@b
zzn{;A2989k0jGg_5wAN!Lt=;2@-96(w~tN_{oat<@p_-=ULaw`ejwTkZ9FywY@d&o
z$7;-$n=x${J2^}XYrYisr>ur{mmy*b6k{>Chsy2$N;XpdNz)nAxwK6UYeQ?iMw1|~
zfb5<amMx7{stdH#*h|YuNlnz@f%R8uy|}RL&>ZT<mS*W3e4J-ygJRAnH&J_a95al4
zdFwPQRX|UBZ8apktRlvbVdsU<wmql6%sBVuVm3AElkzU+;J##xs3U``wX!D6j!eMm
zx+gs*iIhrhu9lk_@4zr)0D}oTR-(4c>4K@5o#~rV5NKj?9OdfB#f$g)%$0L|+`i9t
z#R@}qs)E-mZ#7C{kP6RL0df+l-%8R@v(UW~2NpI=$)2!gMhm3+un}R(QMI;R*|xHW
zV8xWS72xozxBrbeqRaRdQ}-}nKQ)Dkpt0Rvy4YG{=4*|JLp%XWP)FsTLquaGwBpde
zcChb~QF>dYI9xk=1%5$#{{0BxXJx;DiRx>dxOoM)(fQnz*U@6or%{#|`Rok;6kSzE
zcc=*1XW=3Il<iTiGi$D1a2J9p>Kh5}2w%n7XkVVL%)>U7aJU&Ri!CHa(Rcu(>T>ul
z9pu>~+mm{gR`;0E+f`H2HcSFCB=6m~ffwARyz!*tJFn5q2>0WT-w?Nmr$-axUK7r0
zMrU5}Q-9d^?hk8cED*=4N1kV$sFVT04=3>W`Q^rG06xZQk}vC4m3cVKOlW=c4r;#+
zBoS44oUL!SUo$qJP$ByGgtWv@T}X>S?OBkvb~q@#P;O$c282kw)FZ6?nLKKlmn{W>
zTV)l8eu1RATbvuhW<-Ufl0H_!C%J{%Jaw?449*1U08w#0E+*w$%#QTj%Lhb6>PdMF
z2fdI}LjxlLh4||C{y+#ZEd@w(ZL@~lo5sg7&=YEI{#>p&_+cW$v6b|SaI^qDW5<jW
z)@)DOZIqD}@Wvtfq7{@V?z_gCcL_@;lhx4AolGoYT2<6(Fe&~$!nsC<ZGwT(Ru|)7
zLlIt@5u8;GUVG%vrU&R|!xYBmXDSJ)I&IOt9yp7W(9DC}=r|xXwJQvn?&J_<0q3Sl
zEl&4Qu*3)jl{ISm0R#Y;GffzVq+0nrpW4qU4WGPU4`q?j-k`}kxDy}P6aQb2{zXfF
zQJi0X2FR<B%#TeQor@T|WNG{)U(<tjUQZRyM=94AVG3ElvS^1mwZOKR9yDXbN%w<>
zu)^<A7K_rtN1b+J$i&iUs=Dr*4r9CiAa3P!HM2#6ll>teMB?R7K_fXk3O*&FA{mFN
zH46ARpCw~2?T&o&I74o@NXhFC@PnxxFfq?<sLPQOxw$3UgR{KaY{uZ^Td~mf(RsQp
zrP))JYUOvCx{|PMSqZzcO`m>fqm7!H=Wg%0A%Ne=?~`9xCY?&Od@OY`yL8GgG}X0(
zk_IY3SicStru>sMXvH5>xpzvy@L7y%^EDi`Mj3@nUALA4wsx;63JGDh$A;dLq8XK_
z19`cqK`Wx+an{Mv0zK2G*V4R|E=-A2Yr^xtvo&Zxc*q4uf`e0Olx!(g;*9Kt)lt?n
z6j=gJtLPh^LpvCtNuQ>B!^)Wa5!SQXfR+Ei!y?TU_F$DlJS{vl>k4#Br173g4RWmJ
z3wv7Em$v9-b>Og7a=cM^INz+GJ}`_#?@7%Ab}B|WIVhbAU)Oou6xO${Pm9$MY$&^J
z@oiIPZRL4uf2NL1eypUf7dxR|F*;bAkXKqK2#31DL@9$Mz1gL#r?ou6jB5NtG=3Vf
zCR}h%RQ!rh=o7CxeI*pqhy)8w*jkxrC6#d}3Qb7@2%10b;=EDjW7<u`SOa}bRcGST
ztcp|Zz1?NbBW9~t!;OK8$e10-l#FDXr8+y`!ZW@$%92}C%bRL9i_jJh47nR?O+YJv
zw4RpZir6IOP(X-8wcz{Gu(x{4^K|FZCe!82o>fMXgW9`Gj##)!&cQ|;3VbI_Nt`sZ
z>n=t85ENOn^YLrhmEh*a26JP3H_@zy2On*%_b!e32&<JO;=qw%@U$=WJU8yebf=(7
z*P9x^6cna5>`!=_)?$#T<spw@K3wYa)s)RJ{qtqrfgysfzAjGh#0LPPH6RQ_>em3D
zZF4B9M^cCnI%!g=jE)x5<?#mp4fyzf1}L|cW%=Kcakdt9hC5Yi5XF!xCZkCAvcQ=#
zNGXc)y8u>W)b0js^PiMJZy~3#IWg+)rT6zg{(wspJAQnbfB5|{BD9j9;_39|gQ>Xw
zZHx-^y@)N0baqBnL4fkIFGiHs?B}eyOL#E#@`sHUG}jf8xO}#%vcy@Z0jm);Yj;tY
zE03BlOu56hLBs-B1U75?3%92UvqkxPW{OURkD>QNAC54sKFCT<5^U;UrA{4Ip1t2A
zX;V;K;*qw+bg|TVA7&d<rpiZvcIO1z;Uw?2>bqCmFac1_cop(Mz?Led_F3EFN`}+L
zp0B5qmr_lbK^Br`y^AG4yy0MG%LxHVRUw)uEQfJsaR*XljomB5^wz5Dft+WtFm*y^
zi3ytDyTmqkb1$UYwjh~i5t%cwokhDbaO=yk_}Hj%!ZkdXj}9|K8j}Qo{Ac<|sfXQV
z=4w0XEs50nTv#>m<7@tEG-fBW<z5j#*a4bWL;LtOyWL7@9E0c>i|~BlU$5Rd)5sHO
zG31o#CCsM=Ow5#Jxuw`cR<SKWgj9-(7T{xr!gXF*EQ2t}^IR~ANzt&?IeJg$vny=J
zV!|?)eWtXPL{5y3J)Nx;i&=)FT|XC#5{)IGC7vPA&1JU}=9y5o$HKq=2eH$Nib*zh
z1_CgqN&h4%C)d#23rB!MHHXu`9bA+mxN~5uw#tF&{1p7lUIYvvB~mwU_IuF2685b}
zBVp73+^zVH02+`Lry~2^8?RS$${g!VpXh2cY7Fy-wR;NC(MS=uB0aJ7;PCxbXA2DG
z^*}uQGR+Gdq?B??dR(1t=`N*nIno#p^B*KVNnE7lf%unru{NkEvL`%SNscjzp`28s
zV|^!!C4~&6e^g6{=bXRl;WKM)u}>8X3yZb3V59D{U^}%gG}Tv+3aR0!j(mHo#F`f~
zMep|WbZJT?sygu{6BjxMt;^pflTm=Ec~vwH^LpNO<Hpsf=T!SC8M+cq(?if1R7fi!
z&b%5^N7^*IdTvZ6#tq|(cRwx(E7*H`5Bw&y=MAvX)mKp3_=ktL&WyKdJ}9^o+#(b4
z$rCi2#LE}^pg#YiPmvRuW+uI4?&5M2_QvY7Eo-9*Mr##1m{ctPB$UVYo59|R7pU;t
z`_N1iz>_!3M%+#CLlKN`_eAwQQgxjrTN7gh%c|C98jTF@bYU8`Zd9f2BYyfH+3yEf
z0@qv17hm-86kAs0SLg3DVW4^58wbmGL4}j@XEn?zhii`p>bYg~)(;0Vm<tN8l*vK>
z0VmTP7JTE*!f{&T+H(#3zNk{<c9j?r>6Xjok^8(i(9#x%TJco(fsioltxz#Ao53&b
zPG)}3AiC`DfrHVVBP-^MIg+ZZBq<&z+aU;&cvlnel2C)=W7pTBRAk;>ZAfSrWCo$U
zGI^rDZJA-{j)G&<%R{mK*SRXidGce9DgTiZ{C)PrasY`mvNnLmD%Q8-qarqUkFV50
z!>qe(f&$<Y*-`CAiR~fKq#>>5(^&2U?r~BzXQ<@GbTvm}tZ`wPzQ`4(;bFOZgd0a2
z9ULNf0c#PLQpB12+#g2G*e&6}Q`VB@U+c<l+W-;}UKaOwn85^6^ylfC-@Z|$arqRV
zh{cC0#Sh>io~X;rDBwDHxmxZNxbp(Y91bN^Kj`C!hLs}?D+Yq@AV4c($Zzj`wEyWC
zlY{8~Y1n?dmzJCtpjh%5lHWMoX+H=T^f<~}fWmfyR!tXO{{_&dx+y}U&;ycaWCAM@
zJ0z#r`}t||!p3Uq*N&yfZeQ2mOtv(-1xGvqr7A!{3nYu9942z{8U2s4JCKAam)5w?
zL7_ZC;?Sxi-sMI9Yi!E()-QbXNOr79UyS$r0zw=(s@v#u^DH#`6o~@@D_C0Xb8(K@
zY<Lfw$ca`PTlptZAL#?z;i9j)RYk)92NeuG5i>X)+es&UY>r<QdCtMuW_~<IBN&!N
z4x$NA?wrV~*1Cz2Uus&+U=-wKD0|Q9Q4YOHu;kf(4)D&+$AKV1@y#~q@d%Tssb=;k
zjO}F6d)x5h!=;Xew>p@h@744u8#PZe+Fg5SHvVvaCU3!k=T}WTIS5>bt>Ew_{FAuG
z7iNS317@LF0f?*Wc-j1V8~1)yWW++_$IWlnoZP_)<q!D-j@hJ<N82zwDLv3hPA7Y6
z9oRF&*a}(3WoVz;V@Nkb3ad6W+ridZPdEs5wH(_&dmWW3Rrfurt*L}aSfkr6REltM
zw4(<N%!XHUfKo}kpZ-uqa(C5xr+)H~Kws0E)KZ8*WyLC3Xt9Z(BFS#v3JT+uo<EAU
zSF5M@a+rjhxgOu6-BGAt$toPNcTJKcpP|Oa2el(&O=A%mBK#1ikakb&V5N<nhUc09
zWiCN!m`;vzJw*?(obwQ+(9i3vCVJSWNAX>PovH%Fd6J>4g|^`#YGgyU;rGFK6gn*-
zkcFpq$6wOV2=y7~8!ht(3&WF=PfK;ZwC|KHD=GBN4c%b;lYZ_HeY0pET`U&L1O{6r
zZmT16OHwmYZ=3uFSoE}ENdB#PT8t{3`6EB~`R#g<U#Vwgl7>y;!CG=$%iNDnv_qTf
z9sk(RkDrZ{P7U!22G!5YcW!&D@O2t=0WsfSxzhv&Q1Ww>r}t@-H`dv233>#-FpikE
zlHMB)6<c0XySbSQq>xJM$^+oQBan#SuCYH+_kV}0VQVV>>I}g0*($bn2P_anAm9I_
zu>HaR%UHojH-w?u|5uw{B=2Ex*%-3lRknYBcbSi>fr`oH7Ej%k$}ZH$U#}eb3mR^g
z1e;iezHn9D{3prS%uE}Pe$tRFv<k9G0AKz4z8yTmTX;{59Z?|)o{(v~gXyvZbQ;N<
zywc+{8+OBDo%2*W1QVHB4GcFDCjE)Lf<Uk`BLqJNX|6mn_Y0RevviZ?<+}EyE4N`r
N?IU^`*@vud`~!_ffiwUB

literal 0
HcmV?d00001

diff --git a/docs/_images/column_filter.png b/docs/_images/column_filter.png
new file mode 100644
index 0000000000000000000000000000000000000000..a50f65b5680c323b3c77e43fd0e041e302c00ce6
GIT binary patch
literal 32300
zcmb@ucT`hfv@IM&#g65tC{+YR1wjR*7ey%|AR<)=BGMJ4gdV^KSO7%@L5fJ166rOd
zqV(RPw1^M_1c;D?KtlP}`Q7{7ao-)^Kks|bF&sdWv(Gtu?={z)bFGu7*9^3G@8I2m
zLZNo+>Rh^xLUA5Np*DTowiRBH3aQ{mp|CXFOBZhVCC-ibC-!@7Y%Gv-a-32{Z+^^-
zk2%!iFj*y4b*27Am-HK*Z8ExM?H}~6l-;$l-I{tN{n$VI&(*(~m9ez4Z+~}L*gE5c
z*+&MAJud0Bq)2X4Oet;~pZ9Td=vWCFO=0?{(A-9Goq@%N!)&*~$x+Adk~@;F3|4wM
zme4rh?+*{0{+Zi_yyK*>O#}J)?s!fCXKntnL9t*;TC{qAq57J6+8Ub~{|Z;po348R
zGyBtslWR|(9KkBBz`9yXSq~1<Xe*rkSy)dIr4xhM`sD_7deXIL47s=kWtD9_@{Q88
zs#X_UF^vMg+4}F#cX#Z8L-xwlY&}}H&dN1VW!zX>XH#R+pKDp;c1l%g2`DF}AJ=~$
zpWN*C*_|qQZ+ZPDe!ZnPfb^qLOgCJ>=iNa5%`A~9g<~z1oG{YuM+DTJo^;&=dG};q
zIk!CJ`4EF67IBwE+&ywjmc>TSk~{@e?rWG?c{~yHpLpfuxE&6P*e=M?R89=erPI9y
zRQ#^VIMjX+-Yg_+VY>P;)3EkxB(L0ce}6@<i||>Lzr_|xykm0r*GF8K?raLibU^H!
zsGzV)M+<KTa?y{txM!xbQufUDBA?!$sEt~L8`6vEs9WYOrp4T!wRe&>hIc-s(#*qr
z>%(@(q(>!HwFF2Dr5457-izM^@9j>~MisfIU{a#f9oo04&z#JO$NV@G7_Y>hucpd6
zcJSkwqk*4taux!vs_gW!d2>lRn)Oj-d}oT;{S(sEpEf%*J}$m{JX(cu)xG{pp6lbQ
zl*g}wJ?(URq6CyhEtqDNv<_vtkoDEA#dXi>utvPM{rh-GM{JgB9%}mgH?Cht?cdI!
z^H`DV=sY|3g^>EFhgq&g@%KR+`_5$5PubaBy@u-f;>ms&W5~59cIT+fJYRev9fbax
zT2r$#-3oP7aAmv3lD3HYcJZ}4loRCw%03E9X3oPEg_G^?vtEg4Ybp9pnpfOUEvWdj
zL*V`pPey92Hr6P4;Yp{2!kakX+LkS-Kd(Ab6R#PYkB<E<cN;)Wz!@>KxT0HMH$@&k
zd#puKhVbplPPqWOQ)BIkFk9KF#cb&oncBbpTf!F?JMdQT4s1G#_P=^j`_50e+xaSr
z_redJ)-${V|7`3N(VBW~sMZbtr+@Nf2*>^RQ_qvmc}=z<yW-+SZk@-!0yVB18=F{I
z<n-s7<(lEpMja;JK`_(|0ha>rh~<3!Uk>je6$LP6oE*7O7yrnhR^FjRCD+|{Y9z=y
zf5ftvoFUw{E87-H1uo5YkA({r9M@0Kx&G*XS-ZqmQk+fjQy(AHQPJSATXJnu^E!n%
zW8%vVzw@*r=_{I2|9z!v-tI(w=bH?DmzNr4z4T;p+kZ{MrqJ)dWl(1&9URieesgC_
zw20K4=v@9rKFHs)6SZG6?eB4BnL~2lr45B?A<L5PPFp^q?uyq5Q$pg_S%&rR5jcRO
z+q^V(38`}h82lOEll(u%;PleC+8}hz?2WeH|GRWNDABD%FO8Y_&--riJ`jvMvCKL1
zY;hazbFAa^rP8Xu7L2-(q)~jW*K*GjPU6PzYiQKV!$F-Kg^!oF(N|e$akQYVQGO#=
z`Sn~=jQa7|tqBw3yu+W~S}LYoQ!>i8EbaN-m|OpLA>u^RVRMT<wXG6w%5SVK|Nh-l
ze>1+JuqUJQN{p$#|E2Cg?Ir5^_Y;%CVLxY_Zjp@G)Ua{o#9PGfFPqn?S&r6ZHW%vE
z-bvjl+oA;{YeH#G$9<KKze+i4y+e68_2pE0@32e||3;ahw}I<K8mqa{er{S(upBS2
zRPJzC%ZYnv#SG7?4&E4Hj=vIqkTv}(Yf$`Rr(-A~&(MFD|M%9w5XLFjhilYc%V<xF
zf`#VP3Hjy4Y$loi$s(PVosh8+IFLM3Y-#Dz!CqjU84EljpF()~v<epznxbp+^bjs4
zJ=dGId?#AvQnlpOlhWnXmxK`YxeXs3OF7bw-N_~gX+(8Ygs&RsUXk>T+4>x{{=8k~
z4K*~8@#EOJ@hd5#lj{NZ0toH--qi^vjPZ@G3?_EQW3{a^da9~`OxaCN9~ep3(^mT^
zWPLs0rcCwu{yLtjgWtZ<Fj|BKmhAVQ`yFZHBVlx|tXguQf8TL)_OQhkNEBJIigKpA
z(k!D>Fz@y#&q}JI1=iIQ_pPMyKTuy3j>~D@{px<k&9x<0OVXS9V)xjDrDQ9iDBnXF
zl*U2w+dQvzn~hMl1C5S;q)MgM^`J$+(?gZU$~!xr1z5Z@Mt2Z}g~&teBR5?mXG>;c
zwQtOLxM7KUImZQk;B0q48V`<1@Sq~(3;Q`2#~5WtfAgwdE7TVHDU>18Z{0&+M)tR&
z11{F0#r03*s|J5P%_*wuJ}Pfv6CIRxKIxgfcd}@H;AN7*bY9I|5dLHi`?QU+fU6<d
zd5vA>`)%ov=0@7M&e5Qd-}&3O`pucUTzhvzt?ZJBab}@aa{sBqQ6<7#>AE}#G3WV>
zCt|4lPDj2Z*TzwD|MaZwj2YSS`X_C-LTnhhLHqN*oJG&|J<T?iX!&0(Yl2nzXvW{5
zjc*p(97jhlJMC#g>6@2n3k8wK3)^_FRiLx3NUN`xh)&mJ2@+6bS!IL1z8p@`{JuQL
z(S>(5-Pjp^>*2zs<#8_SJNg@a@s?-C?`F9s=7+rSuAb+Pb{V}$DKy4i@$i>!w2^D)
z{VW-zDUqhcwfRhUk+vMBG(DK<^5><n67!0#Wj<lF;Hg{ft+y)ZjoRyr?0CsQJuk5#
zM<>&UKh}<zX`VS1lt%q;$8Dxg(Hfmhl>$pXf^Lr-iyfcbSiX^UI@^3XObw$aUTOTS
zla43-AXV-@I538$9H$gXwR>l_)(^@Y!{$WtQOpFRYWkQ_X4}Z7>Sr(I-z+b{PQ(t3
z?(?p_X_Jr(DciN_K>xWH*GXk=`2+ce#pkt3EsYIx^+n{rD{_pT;!g2Z;Ji|7X}HUI
z&hmJ^muk3{0`^f&Tq;h*uR0U2La_;ZCDqweK6xdEwN_W$-+ac~bl`1FdOr@I@8aG_
zR;m+X7BQ|DxRLwS!lt%M`_iq6@A3TDEZ2>^JffXD!2|m<+ROijda5wT#A(YEv!s-#
zLyl7mwKc&Zs+1?%zkYTKEj}K?%%wbcRICgU>^_0}vc8tr<D07*O$)p?R2Q#SM~$L(
z{}>3p=7sS%Tx*QlOTF#5ZJ=St3cfDjwwajrB1?qW#U{=zEG%E+NjaR{`gqu{FiG9_
z5?`tF`1q@_(GzD%B+DaNSFPs~o>q$VWp>`kj}@)=-(O{y_h483#$uCJME#3zrh<Yb
zV?Ilkx=+045dBr)D;+PnkNROZAAMo9%;aEUO5zq{1LJwaUf5T<^g2Aw=lGKdr)ah|
z#W4kz7W0BH%8;*ISKr+_bq712CuwbadYfuho1WmTd-dXWd%rjN<(~Ni2aep6{f5^l
zu{36v7!|PPTy~m-dBh$c?ltVOYNro=$R8NO<@+?(5v7YtyR3S$gO8<^1y_(xi#*oy
zzNCgLK0cKkT&wolKA?3?CXb?QIX72a9L%(?B`2Me%}Yt|KUhG-21Y+OrIeN@wKmac
z5m)?wbuyXMN8_q=W0xX!W!Mn&J4?WAd_gQZci%m$y889HfUy-p4vm_H1EH6SxWBia
z756FJa#*dSkn2R2PyYf2-AZKtU8+fcw&UK86;-ZLuKm;M3I&nR#O1t_MH#)Sx#g~G
zpCLPj>L&r`-$4Ro@>a^&+)yc&?c%E0cseqiOS_U|a$%cfyS=}NtYJ)nx%o}Op>o&K
zQn@VWXvHm?4OVJyry8&PYQ4jdwPxNajZ;yu@rqy6YNM_0nssjDOI4AMWI4TcWGL(9
z?WRh&^;8%vk-3I=*LrHoYc^jkbM1V8UOyN6h7#lJ(wf6+rpVqyBGIX|w{VCDZL9A%
z`C2OSCX+dEvR;YnHY3JYg}N>s*p^Ucyw0UwGa_c#L5L~n(jQOcZRj_gQF7g6Ipx`L
z(OTG<Q9_~LQ4P5Gjp>iM-f)JRqRV(KbC2jj?(8D^mRK61<@Iw_Yso{Ue|Ipc{^A*l
zlDaf{Y%jB{YLQQOtq+&NCSSidXEG&!^@yPVSzJxx{=Y0%QH_ZA_Xz(o++){D|7xEk
z;@CcaONYbflp=eF42VJmYX1;gEu{<LW%{%9&=Z%%6Hn=OPK|S`*o@FeB?eNjTUTde
z6{Lq2L@8Yb7-E2RvM-6QDf_uqIG{-{`QumogWrpOfr)z3M*2CWXMa(X#brBIo=kWI
z{7DW|{JA0-Xh$C_wn{cElXJmW-A=XQHXNvUpV$7hU+>D=(r|xU@HN^5N#_0)JM_Zh
zhf&RmzHINOj6=%@E!0{Z(S<>iWkglWIds9mz$eoXvzu3%$48e~*thts45{XE@7MXZ
zDy^qwTA!2s+v}bu{8DmES3MDA-k~j(V(%VNttR~|5N+zJ>wLHE$-;X4^7<~UrCRHu
zlFE?IjN;?Nb~~3`>d21v7U~)9pJqFM7W{I5=f*o=Xo<fRb<7fdcWs@!HR3L}Pv~Ui
z-Q2Q!szM_73d75(pR-5__K|Adod@QLW8wK1-cL?{{Z+W2$`NWl5x6Hp?0dNC15|V_
zwxC!l;eM&;bh~S3U#q$TeyQHBiah!@X6qEowbMtp(Gk5i@l`BDU?Zbd`c=B4H?66W
z{`v=_igxHqPd{tuOIJ&Mnw4hl_>t9>{(}QyI^`Y7nnFsLc?ZL;@s0$hYj`k0{+w?p
zHeH}i5q8quK#_E!?9fZuPFZ$lz!9aMlO|ZP&eRib&Og;3_4l&;&j-!sC*vgWQRDJ>
zl{q}uV$ZeWxadje$=CDsFZ0MRD$h1zYA<M{w4Ng=7RdAjkkvw|#NTaa2Zj}hYvs&k
z2L2|2J)3$nvnIH=#1e~Pe%eo}7=BP-N+PI@h76U>I7%e;A57)0-$5bwpVXF*Dhxgz
zH5xJFOCNO6<xRV4WB+?yARpVCOf+JX=T}vQ5_8VRnASN^raxO3Q@3c!R(Q$l=9<`2
z#4MKvRCKYJuP=Xx+dL_+xl8PhD{~$?uO7YMooHK5wZUXC9L$M3WxwljhpkmlpAaH@
zMt9Yvq4v7Rd`#ltaa1cHX9Z_;GYk609R)r%j-UlubgrtY?|*H4zP!L;u$O&RYki8e
zvJ95|uv5L!t{U$O4h{-&*E=g*n-enLaJjJ(nc{VK_mte|;>4nM!O~zyNK?JoYRJ{3
zjh}(E0=K)qPbaHYl^q&(VP&vYdj5Tf9>l4$lCFCf<&ng*w30-4+!~|(r+HLmf7+C-
zkreMUPIme}AJO|!EvGkXgy~R__AOZpQFo!4ru~ZNl*L9;C|Jj~uIAn>*V<v;yQSOv
z)>W1R+NYFlddce9;y9r^kLK&`%6cVQ17Y{YaU=`&uW0{f!JrBfG2uYFxy7FWI}!!o
zXNc`Rk|?K@pl(AG3c60<7R;hLj<}qDbcEpgx%}MUMS)WFe&2>GZ<j-Q%jjEM1Ad7G
zWGQJM$$)XOa&|i6N182o(^e8}YOJ_-&);FoPu<DzdxLRmV>5eOE0>ryw4~BeHmkg0
z!96#cP=ABKaWwg|^PULm_@E7=cJ$_YsDV#&YkyVUqTz_2!x_RNvxe>3T;<fA5<s2K
z9clSOz-XT29x|bLFgs#3LdicHUDyg)nLUi?>>*4IT6vc*^_#I^YHau7;BULO=Yv(4
z-0_85VdOyi`_6<b*zxs*a?c`Fn!dgMVWO*Oi&tgdg0@Y&d1ZgbT^Au~mlvY>{?-|C
z$<*$^%IdhM#(%qg!%USjY!YApA<57gqe>^oH@V7C89ls5v?8zA*oZj4aBExeDaUIS
z%jBnEiAN+DzmJCaTc@=oRJBM9ro_#iJ<&TYle4x<`mfyBP^)j>LcycuD4#2HloMGA
zEpnfBpWAxU>qYv?4@<Q1DT;PX&IO~>(s7$Fsu30v@yuScfTfU|h6Wzf`rC&b=QBV&
zk3RN4GFpt$B&Apyt<*}Xba#4)uj>_`+UR@MVlhKyV%YU;k2Obgo4T>9LS$)HTof%J
zDta|Zv2{8jc#-G3NJ5Npe#mihTn%MmkZD5nQ;GXKdb)6{5Z2L&^vG>wUsPyYZ^9L6
zyUMvnranWtY-Ih2pS~t_CNnLn$4Glbw9~N3ipZmON8<g?H{HzyqeuCXdimY-M$NVb
zW|>w_!_<#I{FPQS>{DB4`Ll1l(i(IuX#qL4Axsa~Ycj`;N0kyr@y&<mFZ_*uDAtbN
zy4SU?-_JxZqO<dm6IeW1Ty%M}Yk(nh_rXs_S?B$>$i<aI_^BK0OneQFYVr>ACQ9j)
z-V+09pOy*@tXR8rrLGu_bbWq+x+;Ile-&e)zCXk|#G`3|og;_K?Q7*38`<w_c$?T~
z{*JK;Rd_P&c&hv^VIpJ4*lN@-`6*A`1obQOQoaHARw8+C32pqD>quzz60lE_D$*kU
z=u+EO+q-A%9Z7yB+lYp*@f{kYX`gg0qm7J_s=9qvN%D7c(^3|_)^}O;p1C12G;phC
zHSq*dxS(5kAX@|5DfDMCcv$FB1JNGOR<1K|9cgKH7o@Ouxj0C;e({#ZdoEFH%S*VX
z6I;dd;|n;_CiP}=s~fl%6$%`DV)LYl8HSDlwexdp`SEIBN;?jR#da1=;tI~4W3!1K
zO)CQ`xWd>`5_vf!T98P)Fpe>^xv4l>G0a#d72n01kX?1Ov&hPOx>vCF0_!9neb?Xt
zr}b627%74xI`I8fDI6=2y0FHVzA&(<m(C%t)X%Beu*jEBl(R12D^gZU>eW4o6`Owl
znO*=)O9XY+0=w~B#do?}iRGjo?X}ZnoF48u`LI>Bvzo4$<8Cu_W)qpB;5qF%cY*Au
zJ3i%Qa`>B2&;7UIWRXx=f!+B--mGpnl2KrpcG~5bfnlGj-oUyWow_}wow8mp%T+4Q
zn>xe}@s>(C^XK=v7oYDs)Yp9?%Fln`%}k_RjCbXt6|X*8a49S+xwrm_Tmfl<=~bAL
zl3&xBPqvv^J(3vwUXS}tIdkf?dQ_;+;$2a`uw8bQf_3*I*EGG?h6SSEyYRgdC@$^0
znWV^avSuZw*ZNKuR<$(EQtQTL3WLMe`Bq13(*)k)y&uS33!cADC@QRV9$}c5-R$Z&
z(&XpCRA+hxvoZs$-+h@~^t^I(!Ye6-@(zDvXAL%bj%1?NJD2$oUo$XO){6~d&KOBS
zBKcOg<4|-&!9x>qCT*+ghxYe8P9?OnX*^D}G_nO>RG4w{ER$7}VdRs=QpoBit0a-S
ze?Gs?*>;k;&UaV<Gxz>|>8%o1K`rT@RyVaeRcH5`>t0V$ZoT2-DAegC_;<fTMO=<;
z)0AKS=<uw+btD?jAhfNLDPl!hnIA7}*qG7?xUDpkN6WJ>oMc?@KODw?nVKK>ap`iS
z*CWB7vqs6-dCA_%cKfR0=ybXA=>^}BI(8Vdvuxa=$X+{*R>0_y5$?Cf4EG4qHSVE@
zY0H`Au9sl%84)HU%Sa1VRqC4VL?gSGFxE<Cc4yM5q1DU+#&v>nGA5Zpe5`iT?Sj^v
zZ+fS{;}0GGm6fQi-UVc)dl%>X(qH)NYzdqzk*=clLCMUw5~We|uPaQlDF*eY7c-ha
zC=j_Sn)vl(yLB+J#^39W=YGB@)g|*dB3}UFMy}wWg=JEfI<;KCPR8^8GdJ7!;6L2K
zCC^`lcG})Dn^3~f^6mZjQ1j@@k1F4CQ{RxEg$QMJcM{e|$sH8BA$w#^q34<!?tW?w
z>gd_Mq3>R(e<(N+{nzCLX?jsgTRls@VES+zRaKD2um1+Iu2ML*ZM1Plm^@l{e|>(<
zro;<eu#02WT;DHl+rNGItJh`!$N%M$a%kMXwJo;!KMbz_?z(;1EBShXtM4FbANq}B
z&=_sU9?}-n(+82;5KHY{Lnr^<176*s_qjU%$0xpa?v-3mjo!Q-S_OCWUxupH+CrmH
zcgH5wGUlgkxNgiIeudwQDzCfr|A+M!mn#yja&FK9g-R*AH#A9;YXz&<YW?!Yc(nSm
z_HH=0MicTzG1p_=Da72ns)<6J<}b3FkN%(hsUc9yo>#^)M|`_GwA#`V;XFtGvvv@M
z+6*IyIwNcgmC6QB{DzfPUQyAx{=PmZ>L}i2uq3AnL&-EYR5bw`ytlAXkZ<npx6OR=
zZZ|GpexkOq>a|8z-{^+RF7c(JkAw-=pYfh}rTxi^+%YqXudec$`$VVHog9y#x->4U
zqR#Hpe9j|1P~54O+o`@`rR+Pu>*k;~zsF<N(p+w0BLD6q=S1&Lhv~uC$sz0hSg>(f
zYfNH&tQ%z@zdy@RDDsGmmU!a*i$8lJ-#k4aKGQBw%%fExmxseIC2UuGhCO)jU==wz
zklrGJoBHyAQxJ!<s=OZKUB6rYgoucyFA-ZFur%xJbAF#~O2~TUWM>L4T7BL8{rP)6
zP#vL@Q$kp(S<bzgE<<JcOY<X0xdGhliy~St&YWySp>$%wDL>p{xC%?IwAdt~U%4E6
z`lj~?hA^F9KKg9ARH|;(Q<dJOskHjHUL-ibYIdmHkXz+%C=><M=7!3pZxftHYbxjQ
zOf+d?BHJkKr@%dVu*mU9y+x2v7ZQS{cWWP?XnKpijfs=8zFJqNTz`iC{ea<A>`k}s
zWYxe;YB-PahN^`IJ`6d@S8KL<uO8{mltX87zGJe#*3ELaez>4JhqXq;SMI}h%rVI|
zt)diE%LdS=&P?t{b-lbdRHly<WkmglB_l1lo1jP{=hAlqyVxwAX+^ChC->TftYyGN
zjJ~0)yng*UZOhI>msXXkeW|8yZUw>XD~|2&&WijYXx=#zma6;uc+Tg~XQsTk`4v8J
z3HoWMuhCy82h5xl6T6J3_2MG=<YzMC&^=s2K_8%$<P3YtsNJwPQ@_6!8<^xj8DBLK
zqv!qSskoMy5VC^D4HC1ht9_iA^CPypG$t{GK&{&-fSmy|Y#lIL*yz3V%Q0N+9tu_S
z)KVfnJG)72dAU)2J+;uT@e}y>Mdp$W1LB!o_kMo9V5qY27=TP%H(-SnC+9h#ljJ+<
z&oEHG;a;~^ruWwaMw|JzQ+gMLJzC+BcIdQaI^4KP3@jeE^YY)ZnUQK=e6KcrIG8<$
zeiZG{p5XlV_gAE<5T)>E+uSJrChW=H_wKdR-8$H@Cp>+rnq0_LI@l|p2w7vqW$M4r
z{8jAey0O02-4XR1PHIZ6Wfwr9L(1BB1XBfdB21HT_&d)zq2T2Uii(P?Raz&wA4^Kn
z>aer=Kbc4%z=G8NH1PIpCY8_-$%knci^~q#Shp;3GP+7X%!%4>cq8l<EQH%g)ij%0
z7blt&IA4j}aDRoz_-7kem~h^6cOul*=*GG|#PucleDlI%vxMz^5bFh{u7oQwPz}j|
ziP45Iyz~=CqjjoN+GINWxYbvWHd{78xb9(NzC92&H?7-PuRbJ=&WnlJk7e|mAzm|5
zHR(uFmXMP(fr#&itz_NN+|e;`uY4raXKv6xz1*&G&j?Ilf@)w{EA7zp%NZFNO5-nN
zz9nq1VteODs^7kSo3XgKc;7+dc27?af<91y(xxjtKXkgMFUObx*f`)n`$}6d$Jjve
zvT^2BBe)|IYwP@IHI`1XLwiryZoY?A^H0T-v$@rlLoY*ZRCqytv&1QmCWr&8<JvgO
z(koeso>#sXFqekhDGzr_y}To^a|7l|+kRUMtV*U`lw!jIyU4!v+vqm$vioBf5s-=T
zhP9c3g5&e%%A=c)_N=bZ<m_ACgwDGSsV@DrYw74HpjGhL1R0sxU`zE#LT7G;sxAM1
z^qF4utG_%ERw~Oe1$+MP%Gr7oGi%bm-%on$xz+Q+g@VoNRu}b>8qd4*>BPs!qupiO
z;$^hUM+0215v6qz)F_1o$=<EViTaLv_nvc+xUo(kG5h*%MBBlPW<b66^i;{sQkM+a
z+SMv?iHWnzD}Zw>2Ehi?XQaI)$p^be?=_UF<J$jkp_K3Z-L56D)m#ZurEVjZje>!B
zQEIFyCBEp6T){Os3OQ2$<}K6%0B5+4T*08fUq5v4sRsvXd<_?cy6P46jn(2zgQOWh
zH&V-6)>K;bF<unc_;cynzuVMU^y#$f`6@jK7D8&cAa6#Z#o7uvg~g)a<ghGnBs+Mh
zsQb=aMGC2-@d1n-Y&qKEBE3gXS~2YU0O_Y)biZA+>LjBS0(b_%$JoNc;+p?Y*jomQ
zq<@g4WwauH0QK_S$NiyxmoA_KL=ecXsj2zUTRRrU=S{>iSM-V4!_O^-8%x-(H}3r^
zx-3r&Djp4>oW|+VlY<tUc~t{S))}~v9DsFnuhT$YJdq;8f_OgY{nul8ES!=YIKO=+
z5z>jv((JD&VgDF<1E2f%tEfMML927_A-zNHb#t`pd*=gxhcp~<oJ#cS@MyD<*`<kW
zd018c0SbcnNI83bc|1C_)4BWOlfiO#Dvbe&sox#d1ED<ktGLnb+Xm#E90*lsfR24f
zj_*V{`N4fvNFO;eZF^x}bqm9ys7P&?Q^<xINSka&u!d;MLkyxt!t{TFo%U~*gXMFI
zwj1t^9$@<*@s)2;thKR54S{tG$@%o@)CXGG-CrNGk^`=QsXyS+D3H}_pnQ79w}E1}
z#$rg}_xs=jnFDnjYwnDxZp~_+xt@b&R%3@pMRnuQ0nS~tJxEkPm#S*YNL~HPCG<FX
z<;>06pvqQiw92AR+h(DTg!A`4X$$&a0<6NQkdv9LQ<9Q>u#F$>P!px>HDqhO8C_1`
z^n^r4naRZsIA<kgLeg;_slo)zl@dzqTMsp!h0|V#{C2~_;>hcI1rF4L*eMR354#uc
zKkY|-C+z*SFy0urSqOF?=v{#fBqb0EtfR>4>{*%JLTXk*L4O};8ye=-xK|@UfU8@t
z0sx=rso35Ju_tHyZF3_P&e;!J5eLhsDka`B3Y$sL7w~$;VFV^c3iAz5p6N3-+&vvI
zpZg)-rVgzaE7|Q&PU2xG4|S-@v?s{*HjAgsF0vr&mOxcoyR#kut{?DtB!H5iIcZ$9
zq;}qQpslb7IcI(B5>$nA0M(__$Fh(Mhvk^_Dy@dJ=da?6Oa^oW7(;#8I@!>`U;yUJ
zdR<_!#QC*WByYx(ojhBU<WZ=^%Oq3Nqq`R*3MwuVLpJb@c9U)KQFbw}U#p^1&e=cH
zwk+(~%biXp1Cm_x@F*N-<``$Wz|0O7+J&EY8_q^18m?T4)+Qs+m}gPk;F@;SbhP}A
z!0p$sUZq0xU)4{L-L97~RPIhdXc%k_eMqsv<~_2l0GM=GuqqXKpILJp-<B#u+_k{1
z!)7<(!zo%({0Id9C|UChTA|?T_|?nr{^}7qTEry=`70HnYxuw4b|TzM7U)EA@h6y+
zT>IA8C}I)~Z3A2-`Mmq+EDaN)YIC#fZa37>=S#`nec47Vz-8-XWe6e0-+FFX^%z;_
z9#MOH`$`qZ!(nPG6R)#F%uuKW>EmIy{C8?V>Pv;S_EVv%d{sGlQWv^Ztda=N-=^w3
z*o>AiEAU<o0zNSVgEAGe96OU?t;)UESIEk-{{+wEWO@Ixk6Y1Kx1_Qmxe|8E5C2{s
z!JZ4ot^s0IO?`Y$9}T2dUag6?moUxyyR6~{+XY8_D$}8$30*WdJUxqGEf~=ut0L*H
ztQpLwyu7~OUmqb*r=O%GmnUKOq!-Do5J|dm);{sI8|#5cyNY|wLRdlNB(Ex9b9V<C
zPa=^J3_#mZeio)7Z!l(m8E>p~hR}z-I&(5J8^$YITCOmrd$o@oIif^P^ePEpxa0$q
zwFz2y(uh8a6xwyglO|-;RRfo9j5kDDPtL9_wn|rxM=6)w{Z+J=D277q+os_I-9L_+
z1pn)$N5-GpWeCsnhi>j^V#DN@c##co?;prH_gsQ3SDhf|nt9f)VG2&qP&j^QlnF0V
z_6I$F6qu$Hv(BvBaQ^w(*0S0s->$jbd<l-PT195_lU-vJIvNYVee={0VShOsmWpHp
zu08x+zyS`$QZ8RiQN!N2aU(q!S8J)h`uEWim577g{^|1bLjj-^J|^K`A{TC1<5$?o
zw2X;ToIKo~q-^Hw>>QKs)uE`JlatfZ+DaQ7Dg@k6We$4<0N1L?bR<-G*wv|?f{D0(
z{d$ZxFNJ_3WTgauf-V%*u5vC^==0B9M;nDgY9RUX{9SMuz9*L^JesD>T^BMdMo8tY
z-GqC<$)(f~2YlitvOAOgCy(It4yFXNrY(!^Jnf`ht|r6wQAN^6BMpe`04Nb0jOGe2
zo;r1EhZC)G6dy>5lpnqJ`nW!V5D@C^8COGC)8ZolHUYmMaD8K`eRBpVuYzVEImm)>
zWD$JlMUXeKQr0tz!=R@qXNMtV=8fut*WSd(AL(B0YdqqZn5r#=y)oVxO#qpc2XO7O
zzPjQ9X$6GCsFS0#C=7?|yew{6c6WN4+N@OV@@)v~X7>clT3`uedXpPBDkP2P@6HXD
zqJ6Jzz;emDkE(3i3kvhw=-S@d{pC-4IIjbXN=V?Xi-x51%cBOz94W9?jw6Me6<Fm6
zss?0hM+@@GyCov|_S2_Np`)55fg1C*Y`19Twf6V&1VGXpM1lc@?gNVd37DGN2Rf2F
z(xQ~E+#4+Ee!Tqv9hNq*O*~%CHMW*DllvJTem`KolH8YTCJjQ(|Ee0deUHZ(OQ16s
z9&N2uDGyrl9Pw;DE!Y?ZElu{RkIZ3CayHm?8(w+qWr0jLIA{xA#Y6IEk^S>gf3iRd
z$0MAgIwMJs0r|`j;(*4obau`mzUPDRjTrQtM1?N%EDeMJ<5oHM@+gPS=a3g`jMb|t
zYSy4<z5EM`imrF6vGWS>OO_bwsI_VUy=(SY@fun_fujkOFCqr~RW=|^Amrb+QcFuK
z%&lfYD~=2*{{yI>%h(^%zQvB61JGYLjxprXWlg*`{8p6^Qw@=5@Z-mi06_kJFi#@+
z6|bK>c@hawIyGcti1ZVt-9j2x?)&0?DbSZ)AWw3D;^`Kh&lbYcjSl|v&n0=g3#X){
zmXsHQAa8ssDDd%@vU)Cc7ZjX;l6RK`uI3}8Gc5#v5dnzg%)5svvmj`@KAGfxi{XM!
zfdfmz=DNDNQTCcC*d+@<l*aLQZzarT23>J)?{w^ylnFbg*s1ppatny{8ILv=gCbD>
zXmtx34njhW4)^2I@Zt!PU>eVwn3%u{$3UjY1X(!sQghFO!f{KErdllfO;Xa_z88}d
z6Hbt+1?zQd^fMWg5cP`+%-Q13f$idnzl&Z_AR_bNNI!w~gS!FZTiV+hfo%|oh+g;G
zd}HiRq4^uooWh!66_US#*mLES5np0IaOp|Ec>q?QzHW1$eiO54<R0Oje58L-*=M$k
zlUwBjWQFgS*TtNtdol*`f#sb9`Fn%uZEaTpnN6&#yt{!wWjuVisgC2~2Ly$H9U-&O
zkF<F~!=!6tlmKQ=+6Yk30h~?e8A+6e&NsnO1^EDF@2TIV!h%iL(sf9>&#r3LK!aq|
zR;Gnx5($&>5kgV=1L{)IR@no`uXcgzqW^MCasKh_pk?9hCy4Hf8&lSclQKc0lYx!u
z;`}`wOi?i@DL4r2VN&HD0i`J<{vrF8`pj9jC#xz?dHYgF^EXz>>QTf_Ri+hk{a6;g
z`!bL9gy-y=lg6^%Q`h25dOwZ<@vj0wsnVhb-UdRcEG*)Y2vnZ0Nb5K%W;NWnDlR5A
z4c39j$$AWBU>Z0H!@NrVkp8<f7eZDS!UY4Sgy)7UjS)HkF_HmOI0f81(r0Og4%0p0
z--ghs;8j0?;N>wyigu~CV}8Np5|1{G0QxcDLo=Up3wF4wK})1&ACp7(4N7$H*Mf&)
z7JT8HTX%JxE+75~EWjD=@6^eY9>1RYcO)vFl8~S&$n#RGKYqN3STc<?L$#H3fB~`R
zKR&_|rPy_H%E3+IK`0;|RM;MYnX}F;AXp3L-xPSST)CpMWK)4;YslIZAgMRNFkk>%
zo63Ce_H4!>6gEs*W8x;V;45=qTD!c2xOiisHxne29A@SQ9?TP?j`$ED3pYSQZc<wM
zPXSdg81%Shs38o6+I(z=Lq~RrKjKN`HqPxefPX5<u3+43-OZbhh-FYRo+?5*(HGN+
zOxV51-Y@j*0Gus=ovRRxbKiRox%}ln&!d_vLH4e!tO)L|{P^)$zIFBabl1nN54Y^J
z3Z@R0<|1ha{1+W$fgxzUTTW(OI_X=AaBPDlrAif^`8CU9_aFeP7F#3)>i5aJkLK0X
zsNjKU!acaFuP>(sgN$=>6cG&pZ>FRedS#7`wrf1R7eO#9iAyWpSwePPStKEhupj)T
zIz6wb!)L!ORF}U^X`AQp2ir$A>@`1VM|9ke-E!MJxYcHrFf$Wp<5@s#5)?dc-!P+C
z6gxz=QW3<A$BnD-hzt$~-g;<ZplqrFf)%lF`0<K}^V1M5B-C}Tv->m9(29FaLu3{Q
zYHwaddGN0KE}&aDc-bF|1uWy>zHlG39r1~`TeP66RWQPB=WA#kFBgBe0+z`7{k;{Z
zH4N5*fO_Ej7pE;YvO~afh|;2gn3(j69~25%?OvdPNAderav-Pe_lSK`k;GQ1>Z=fg
z+x}RuEJ3bz1#K$WslM?2fEsz<&qsSteilrGrdmVkn!gV_?RDL&rjMUC|NO=NIveI)
z7Llj|%I8CU_XW=r*+7f)(bMgTiZUO@5qehY+<W}D_wM??QwyKD9iPcRdGZ8$d%J;!
zpU@rrZ2JhY_ef-NE=WS7j-*__xwV)7@X#KipxE_?qX{q-yH%+05BMs(0uum-<4p^!
zrfCddloeOAm+XNFLXp%psS#A%My?DVK)r#)JZYTS7w>j-SN$~ugQ!N)0p#`&qC)iI
z+<kEdwAM7huhE4I4?5I0g5t>Tc!sI<{jXcVxx6Pp6<yt<II%a*bD`{`#Thp|V<0q&
zPc6vr8b=eT<1|DrN_8d$%;bE%bK1cQ({Cc>^%00I((?V?>aTD!Ias2R-|GdhoXbRo
z|ADD19u7*A@9aJ%Z9!=yK3iTEXInR!_d|F2?!#w}&Q3S5*s<x5fT^~+WTfvJ+`iw7
z!)F`$$1y^C-Dh~C4(j~1^#$h+v0v`{yRnz%(1B1V&%Y@jM}(GLfww_@BskDx1rH#F
zHv9Y>gJ3D-w?9*B%43fY0D-(gP0rF;I3#)=2y0f7PXfZM5wEoB_rsmuV0>H__N}#$
zJOoKxb?_Go^*two3E2HTT6tbUbz_zGs`gIOI^4B#!z7bJkUplVKg>7r)h){B_m>Bs
zanHPAVwHS`=fSWu57_MD;!?Ae{?DO9TQOXtW`<3OiiD)K`JbSls$lY*I(-^*<fc0G
zc*BkvuxFf+`PU{8PYL=H6YW}1sRe}XyqwTF0Qknj6cz}i_tkd8?cWiz8u3*NuVP>Z
z<Xi_NaeB8KpGjF)WrH;#rRQ4i+^gj~>=8cBRHoJ#BT7|6H8oXf_H(^A;!^-hDNVf8
zq(csMBGzKn;#MJ^PIGKS9lf*fp6%hVvHhXLK%Q7b#PvhXdRxEyyL|^Lxo?RM=Irlt
zn<pSIMLu2IhV~~N#Dakx^Nm)^EvS+W`>M@us^hI0ItK{1_!NEk(aUQOxtjwBfirzM
zQh32I+o{R-?gNXYR()&#IY`vr@sC6P{=Q)CH}(Xv8u4yDl^BYtn3!1n`P%hX>AF6c
zFltZJU1%rw^z^)18C)@p*te7Mj{FzMur1Q!WgKUK6hwJ;tWt(6i@`dX-yb?VSPI7f
z<p8)eF^i40We}O)g6A~%C|*Knyn)iRsCDoP3E78;)ry!|P=@FOB9JXzw|afcmMxGA
z>QrX@C0B3mK}8tu+pPgPi!06~@z`0yG4r~$rT4AJ{a-a11N&~R*wERm_!VIZrumkn
zWmSG^;KH9Df;0ofx9RyU1(_;7NGJltgf%RcaX>&7IG_C9wNf>IFOnuF5vQsb5*OKT
z9Wf{o6ZovQXpEBYe4d_E<t1r6J!ZTT)WCGg#%fkU)y%2g{0i5SlrTL|D7j&3nh7b6
zK_%J%Er@jD{th-M0~qFX*^nE}X?T)E%7HibRr^$^0=gp8A+UP_h~acW^?c709`s>S
zVt>AImVsaj4UR0m{bNTGcIg)^)$5j)mQ|^zcMHuQqQ|5Z6)iwSRe?#Sa)|UY9eU|4
zV22iUsIl*kc=zgCLUaFd!{ofvH_LR2q%!x;Mnd&#_82b&4Lw?ECi|UJA9!ctQR)M)
z5;n$GYoQW=Ex2u;3H5}^Vf)>UtI?2S2gWO5%<BMy730jCZk3log>j$6GX1wdKtyXF
zfEu781w<vr{~lbS619eQb#BYa6DPW0O=o)|hKn7efx6CN{;UO3@mT<QQ;^Mf-4p~O
zk}jqfo9$1V90ab9;HBJ|S!nV9a$v;nf~{>T!dx0B*3aJ?bOIBl>d!NYkM9dnrB2-!
z5e^UbE_E?TUq2E;StYsL^;b~_fN&N#IiFx|SzyyKK<6uN+8kn_Ft!<?85ic%WuQi|
zMoZba0hT>trcJ|E-?eOoLJeP*MOl=)C5@A1I#py&z28&imHd8R&Wg~hdE4zzXzV>O
z8&DVWla1<7B=biLOM~w6YEwS@d@aytz{1gasw>s9$~$Mg6g0hwnVE!`*pHIc5(su6
zMaB*endk5R+}ouXt-ACMF+Gu8Zrfb%io=^ay8mmEfh(@bttu-?cu@lQfkqgU-CKP9
z9_6d@qkd_yEvinCB^3}20hvt2^c5`w)O8h*59@~nWEj_hylzCIfrw?P$b(rA(307h
z`TBvvOm<p{OaCcrF!VjTt2d(}tRZY_m;dZ+>?}O9OV=~$AE6u-MfV-=vZ>W2C4F`&
zufQbm;|J@fD8MFH4W5pe*dMCX1H#+I1$E3K@SEEDvK_)#Y2;2EZ5gU(3_x2+f=|kG
zQhUTc5qgtI^!N7BJ&4r?1+$rV??ylySwp=fLB-$mjn|<XJ!$+6@E!ucaOi*}u31WC
z%ng~zIClK|025eZBjbz%hAKu-EV9)38a{%!gOJf=CgAa?m&f=+6{!AucdBwYv~9ec
zIG3q*XwyrbwvE5%`$S?*eTopXrP0fQ+4K|aa05eC#v8bS^hz)Cr-};m{{H?b0@REy
ztwEX~AZQq}Ixb{OIZH3+>3k`yDeLj)lKq`Kk4cse=3s}q0e!ePT4ND|Imh@}XlHF2
z<yjuG5nSp{RGV-Gm%t3k$4z9m*Hmiw3<N;`aHSWg(mJTAr4>sY8s7)^9gRu{DFKD1
za(GaM^4bK2`u6P&<~(1|Dz{_dxeYt8+ofpg$4Ud*ZNmi)z4E4{K{#}GJPZeUj>Jjd
zBW^XMTs93-q7U5nPoT@RCIS$3PM_{YY9~Osbx&KCT!VD+HaS`F0I~Ddo47a%ASD5S
z^F*^{G+<Sa5;O7at~B&}jddVt!YO<aAZ({$>@Fz4*^mp@*H7Og6eJ;pBATp>nMsEn
zmx=b@j5=y{b-M;Ha<#x@UO2HHcm@-Z=!0_2ksrffEMR-%w<75yEn02y@Z_Ovs4T}-
zqNb;(S#08lAddu(|B&y+qCFz~%077_%TACl!nlPB08)C|W_1^n8m}cG{=JOD3#2Ha
z^e73g`6pQ=4yrZ-_8WZF@En&*(@SC7W(gFEVSfd+e`ozmQLo7m1=nmUAH%WGoDLab
zrl?hF=gDmzbwg{vA91^MeYh~zf<`t#N8ueNRNza%LWg8BxPbV)bnx>Pc)P*Bx(3K`
z%}Z_OK#-#JTQ+#emGsQVu5pXtx6S}K_*&G|zX$$#EhT92DIvKHC^@cP#15<e4`}Y&
zmfSie@p2pW7Lu|{B4;-=W58aUTo?w{y3Y$QF*<)dur*MU_x#;=ha}DSdhWf=ge#k|
z*<hI+_Bs>{+M=hLT1#0*3Mm9IQTXfRT?ekFX-5xCb*E`wse{!K<ePpn18@7T;K8G^
z)isMjhpb_sxHb&{vE<(dN(V@t*);Idft;-5Pf+91g6d`|g7{D(z>&YVwm6_d!%~gX
zrMs??L%ipQE77mf_4cskAO)t3Gw;uC2wO1s-)DAf3q28=yT2GK?(QFLvUF6mPk;Nk
z@bb&_vHI}pRW(FUfwN=O66ubsWqpFG=j38y;3#GMom~{dkF$~T8r1_y)xZI=Kpth=
z)CKb@dZwG=&~si7p6GPia-fbL-bdwd&Zeo~P9<nR8(xhD<N$(n6&}O#P?7gvyn~q=
zl)Ky7I6#=`&s7bZk_GZ~`}JQDvA*P&AYz*`c!Xmk1ywCKm?0ZkNIf+M)6|bZo*I^w
z9mt$FvblN-BqCClVgL=QR0;XEUHtJq+@Wejf5Unbw(wYe*Z`wbEgEWNagc5gUQ2-D
z<XDR!?5#r!DA7Y<!n%Me-`-~-z>9#bSEnl3ZypjwKQJ>0uL2kgO8ODLpZzgFkJcc|
zAVSyab2M}ifKmDEO6`ou&!eKrK(4CZ%tJ0o1H#p4|B#9J8{JdU2NBN&Skkd`=~N&D
z{ZNzi2GyVQ@#DwQX-FKoMMW|8ejKQ?!m}I^*mtjstIl6|UIG?KyPet6eXkHA0R2KB
zvu76+>jw}zx~w`(Wdp6~jS<tcY8apr>(pmb%B2zac&?l%ICuB4WY^INFhB-i3fymZ
ze1p<#N7u*8&%J*fG}|2HsBQ@kV-A4MWxCcQtRoANAc)Zl!c5b^6=X}*#yXn;vgYyG
za1`osLlMMMT&x#Xd_Txkm07(TVaA9x3i|&u_t$3(=4oAMwAjHGU4TNPo``mocf8~N
z=ZIke`Rb&Egv69r9ki<Gt}|`UAeS7pRk(YX+BXveq&)+1U%@yY$n6%`jt~x{AOU>g
zol+wOaVik^%qDo{2Sq<wBhl~AQ^dRKD|aWJA;Z(FhM<YOX7`atwe|#}JP||&Z7ZB2
z<P1<0K*ck^CC>|o^Y8bp|FR1yWQMHMQX<mVU|5&o3J=S=VC<zH91f}5L4i;SEPPER
z^?^-$n*;ampG%IuAJ>aGAwPI*rXUY`{?d`*MbtZ>FB(Gm*&zB9QaJ~8Yk=?!grr`a
z5mSOvAp_i}9FRZznuJlP(yKc)K<Yu=o1a4mEbYEYj%CmBNck}A;V9d~GhL~V($2zd
ziECkd@~Trc!)KsI`NEuqIPEvx@fpCCreNd(Led}$njl;Nud95i1-A8J(~x{jz!}vv
zkUqq@w^?pmb7v=Ed0{*)A;tW3)}>-dTBoflu7RRO8g+f<hjWk`^9Pm>GEGpB@%@#)
z9~G)|rj%>5j%?xZXEd1ONF~S1@vh7dPerj$fNDm_ra<gcWXfQ!S@4rzUK8YFIzn74
z#-ofO<-LIr0mj<cf4vWE*$HXXS$mO-s8?t2{`~CZ$YF%AddyVU1*mv*cfiBg9MAI?
zjF85s{k))Y;9u{V%{#L>y?8fiDsrGgHM%(eZ*)f?1OM+eTD_i_YX;#Jp9If^gXtBj
zjq-#>o690X$e+BZXw(G2L3a}u{1v+Os52mHcL(y^bLiGvUqU&qUPRuwC5SYCy>N0w
zZb75|Wyzi9{c+;!)%Lk+>l5m%KeSFdEpzu^U5JghXV|+wsC6KW1=*XhaWTUljf!X}
z?3>fi!6WLS6~CuARv@0eDfDXkpPe*su&SNNJ3T)9e?7>p@#r(GI9$Izz+&WcAEeNX
z`Myv4#L4EW^|$t5f;K=k^%K%kg=|~V>5oPP%ERXcMvVsIIl8?L-EGph+iLNFC1Y%N
z21~+_@|H&^?v8bpKNKOA{zQm;OjL$T`d$VnS%ZcaWFtmF-B`}$pCRKaL~bHYHb?;w
zDNLuQi@KuDLA4Jki(w?M{D1&cJ?llD-p3@f?+<$Z#CbQqX~q2g!eQ<4<KTZ(i=eC(
z`nU|#CZhk~E+TzQ9|BAsLY_$fR~k-1s_qA57T2wM{hRYbQ&ZI?-%)j&n12gvV8FE~
z!j$XWMcSDFztWN-KM24>=7ZI~IMJML1d@@5!;yQ=%hS7~qvE%DRYAh_jTA2izXvWJ
z0^AZ-EFuqVQEla&7hHj|*wtQ1Lx@t0_xcaQrL%ewj!V?2H6YU{)N)LTZT(i=>x~B1
z_V}#bn;TgpuV#_b9O_G4I+mTs4ic4f)mnb=QdF+E;EltE6w-lM`+cd(8h)bo@A%Js
zFWSG}gpx#FdPUl%ar@-znO&NPo{J$q2RxYXP^x<LLK#!tX6-?XdXQcu@0Qv<3+_YZ
z*^GU2cM6vUS1`Z71ZQxo7-rE`MJje7r-<;^#R&be#??AHt(oPP(n-ez6h5m<#ybxy
z=xR!LnBvqnw&?{Rqu<t>()=uWD6(eec<DXgJamGLarMSB9(}}l^y6DCYi#k>lt5>v
z6=cx8w8VysM}$>7cmr}8h^sH76c&HJl<6)T@u&*EQoA)p`P4+v--sn76g+b8BtmTo
znMGGC-8<3;W9|J6`OfIbk62_MxT}1dYy9!VYwz)-Co>}(DPv6l2B^@(liM_Q>8%Nh
zXZjE(s#A>0(VUxVmz%Q^3z}t;2cDi3C$L#6AKCCx)TVs{k=vr3eDmCDa&^|$gAI}z
zmo~IB-71Q&X_xH8PQ~V^)fj9j<UC#X7#iyCK)zpKZ~2TW*Y`CKC)%MF{Jq$7;Wims
zk*aZ1_h3dWc&zhvdxd&a+iyOet9ljkxIA$`6}jWS(|M{#JG7$TXXfq1`QXi=FK@X;
z#X1(Nmo7E*VO5s8Yi&F|lUE*hYS04t{HE*5T%wzz>r&*}NVl~GdM`W*NAofQ84P@*
z&|J{>+sVj<us`ispERFqA)Te4Y&>hYo3R)$-oUzf!OtxqyyifF#&FMFj2|DxYeB*J
z*B|<Zd0U9&BytD$4-^WUFHH0fCCt1i=!ljnak9HlR#{HPiR6|zrBezC?F=5(0c_3M
zVB9D(M|7IPHYiX{)?I`{BWw*cKOdu|$cQ{7Y@e&Ua+>$ojSch^S~A7ORLi)1wQEQ@
z=Wjp<AK`pI#!JGwm$)2JKnW;vfTuo}V3>g;B0}BK^DEo`E>~Sj6NNk7%f9ZZ-VMgM
zijW=-!|yeBT^c8(@WIg2_*+bP*a+vMZEa~`$jsH#*+0{`XQO-KXQZavNmRe&;`=Zv
z--qoP$&De_*Yi^NxlE@?A%+8ln2x}f>7UP318$|KV_su$dYxLo8@Vf5S*s6k<^>jb
z*O4fL<5VT({bF0-h8|z8-=i^G1y3P%)TJmG87@1wr7-)#tCla3$E#0S#0;1?y<Src
zyf3r3d&E18vcg%gwEy$wKow;E!}(u#i4?vsEq|bRw$y7Wo=j0u&6np%#>wzl1`4{V
z6i0a(B<1LJ(D93}Z3}D5rrFZ@hCh3jT&$l27wODtDxhOpzc0T#iF|>?m+15=ZrwYM
zlm=?;z;=-;$^xe6J>h)s`=vOo+Ek{a-!#YcVCi|(HVtNu4P`-sQ%IU;b^#95P}$Bl
zn3Cdt-naO9;MtVi%-U4mbDp&fW?ivrtVOu8^VkZn!XKl1o{9s+!22QXGnAQ6DB8Z+
zg?a3mZYgaT;e*@0Bu>wu#v9gNy;!#kI<w}AYkPOkdS;@1(4NfiA=3*~G{HZnWd7jW
z{z877^qex|^ZK;~>$#e};VyWUZ;ZjOf=GgUtUr0T(Z#G-MkFvNV*at4&P<Y;IpJz8
zv1+^RX54|6G%T4T#&ibH{Dd9urKau?4;UTi&gPzI<MUq2i5buzu<s>$s4hJUXDln}
zW}(wd4rr>NdpycMkl>QD;}9&|8_@&<_bOvw7Sv9o@wA!YcZ0e$YbM5W^wFIq^wD`1
z8J~<xQDJP|eSef=WIZHg#kXd_f(O4^bv_gQA!Da>m%8flSne(c_qyJkrW(5E3r+4u
zryqaFVjqsNY?8EgXFr@KBC4r_!y~}_(aXTTY>%`E8;QT#VQzV=#!Q<(Xh}25dW$-I
zxY?j_z{Fq_U7oqI+Q(7Q%na7(G^@ouH=rk{{EphVLSXu+`Gu}4p0Hp@@US$H%Rh4H
zmu0lXsf`z&rh7ZLW(c0rg<|Qy?eD0UU%=b>0K!sBnNN5HisAk6&iP|VZnz}~^?3M~
z`E<(Q-*)fcZO-D}$M+-n7$F&U3jvHXyZ<u-^mTANb&x_nF1yV@IrYFp<k!MHNbpMc
ze}@8;^3UaMCIRn=N;&cniGc4<L5U$$40^u1paD}}&VAHszvgFnE40D`8ZTx*D4GH-
z?1#_2qi$D(VZfY38nqC*_Ijddmo)NO^Vm0U(vea&BH*CkQMf*0&h0VaHU+4m8L)-7
zZ|>|?{kNSwR3QdF3(^3of^>IW(Mj~V7(F+&ePIl$z%P6b!Ek%)-#tdYOy-MhEJ*pL
zm+7QdVx$imUO|aw7kBVVJ{A0TPL9J@qrgR%Yl{d8uYk;jZeg~Q<G(Yb7-s7P1*Gnd
zupK*gSOsTs{YMA;eupEYJqgy(hQC+lT+Gd?Rf9E@i;+5tm@RaMQ}rlvhW|a5_y4Q+
zUbnjg^)f>8+#By((UJ`pbhW-0*vVe$S=Z9HZ`xnz3K#MC0LQky4u_7o6m1xSz`X$`
zapY7f_(fUp-8#nXm_1_1QwSapP@BgV)-Tz=ND|4ZYsfcG9TP}PN}bYGsxS-Z??HOF
zo-UVya5`3h=FaR$8a9&q=`v$)w#(_-zyGwODQo?1<-rBo4L;}P;p=|BZ<`D~DrqYH
z-j413R?XZ<pugtQd(!V<<A>bUu=;~x0mA6KI`%*IRtkFWKPK%%p+1HR?tOeAN6p`;
zC%dpEz$5Az@l<za;ekH2!C%ifkZ%Dha~t99Qv?c`?==-`dsqqDLJ=1EGiCeP@CZq1
z)rWiz&OIMaTGshI6MXkt*Kix^!&hO{1^m4PuexVq7>bH+2%ntx4{51^mfZ(<>1QOX
z;R}K;B9(lk@wk4Q;mccv=H4LE6}AXPNC=2e5zD0pOnh-YtQi;G%}2qycp_|`o#m1r
z<oY(fkXN;=n6>+eg!5YmbrasX7e8K1Ox(dt_gvQ1WkfSy$Heqy=<$e&i-!w4M#L^P
zt0ILg)JJ&wfl-`#Nht5FtV=dax93Z0OH4XXoD1fL%%Pi6P&h)|CzpXdiza9A8?GYm
zIlNkNW^z~etrVHJa-t$FAVj_dZ9bYE*Kerb9iS+me$IO#e@(2tTb!ybZBvM}<IVgk
z&H@#EgkA|&`whhTgE-qZvCF|yH9sR0f5N%%HfhfbA2*10Auo+<+-1#VJeBZ+(>3Lu
zx>H5f2>!~C==Po;obfN_^T2!u|0Aw;Ws-01XQ9XkFUxW_YwGBMORcBc1^ccSk0iGz
z6hHsXiR!x5&H1nkU)QI!vO0W~a5T*>vt#zO^W5$H;k|DYf0RJ?E22Dsom(e0mVvYY
zrFv{x=gbegn@He)_<9U=p($_tC!5lCVLo@+d*E+~g?O4gUG+i`@+Cp=FhMGq9Zk0v
zhQAKqF3i>p-!s#l7LMT16aHf=EZ5;@)~E74f+fp3URx?(Hrw|Yl+n?!Tf(w@4$~_<
zVm6vr|DW!@Gpwm@TQ~GBO;9=r2m}N~x`GizA&5XA^j@V(?;s*gP)ejo?=3V5(wj7a
zpn&u)7DSpL2uS_z4EpW;J^ML#-+i9F&;4=ygUL!()|#1fjPaH+vo>DM7ikI{F#xR|
z00x3}5U6+HD_RYuzZ+>WKqJG1E#EidGxCYDsm#btexLQq1voMuDNvItVC=dr%BerU
zs?qwfbx1pKC;ckWgp7i&1GCOps~nf1#cCPe(rz+OpsAt=7bM#}hlG&p#m4am>ttKo
z4R!6;lQK{f9rWx&At~l!KmgyoN&yxots*sPi0%8syge7HuV0s>cM0(VUXXl86j^xz
z#3n98$Vr+SxIrB|R(Z|p>-{_)yO_+ZPEq<-XoF~xYf9A<@L|1UC$ofV0!VP*`H(Qq
zsoj&!#)HJ7AjQ{kkpXitS!VtR(c(WQ>KS6uS$zP6y!r<CDRM)DWFt3~S3PvWoYJ)|
z*H>7BtfgFvG2*wo9nLu{hLg1}MMJ3iio2mL5x$y`;IGr5Z$i656%w*Q8K7Mt5lif<
z5boySB_M^^$Fo4#Qa$iY4!?bs1uS~bFTvopPE!aCfu7$vkUGv1a>5dD5(!_12i*;T
zsqfK{!h+Ac;5v3d=LjJe1j6}&HW+d_7tCAP<@{&Bjgy<f0MbCDIfD>qI4eL(_EQ+^
zm({o$?=m>s<X9!iCm=(UX#xKS#DZG!MX=}<p{KZJppgo|zQ{8@txpC=J`&)<-XV+B
z2*`ziBX5m7ZA}1Vh}`u1V!N(NupVj7%t{h<yopl+QE;qvuE~1s54jLsOz*I?iv764
zExCw5@Tt$kAcT<+MaB|4idF913Ghs$2xU7CMVm4I&ZjERx%8O&)-oVJ6^<bRc|nj?
z&Fdf2%)7prIr+iB3qgxl9!ZzQ<GL}AZyJA`0B}xYs8fzUo)UGAHMtdhURzT$2lN8j
zAMS!ILr&vf>vSlxLqL0OPmYt2BbaXmTxujzeknL%d`;{M#|_In7r;4b9?;p)HS&P&
zI2&NWxcRp21WC7!gKVP$-y%+Pc_atf7=gt^7T)GPn2yY#G@t<@U4I0Fm;61=)BO7n
z)jG*wa5wP98F9$)z8hemVY#4v9quN?zD$gAMBZq$4HA;ceT@&Hkq6%~)eQG}6<WXR
zm-FF7%OzOBy)A@hl8}-ewo*vTIck}Sz(PSKMoC}E#DpJ<D&RNlzLg{PNbMyWwp`-7
zWwI^=h4<@P>sMSWHGb?Sq`#HKR-&w*bfI8T7yX2s0s?C>cI)HSY;f+_3)W_M;!4P2
zx1T6R*?Ca>MmLqG#K_l@T$`c$8vZ*3GVU9xeDg%?1#6-?dPG6U<=q8twf)3!?m29L
z0~$Iw@*IE9K(`>|$MgbsQ~mC>&SLHLk`la~Trf2!6Bh84AKOglQpYwG3N%2gr7+lS
z@n^uPlMY$Et*PTeb%IK%&3<3)eVMoJ4Q*(`(pwKU#G+efjzY3?^4Z0tF=8&IEA@7u
z=x!#LhUkN+EQZS9ps$fd$xuX~$pZyc;3JVaCgG0xlw+iZkG}Mir(U^d22YywW5Gzw
z&BPTZ7^w}`p6I>g*(A+JcNnZDNGi;i&XF2!V3XY{ym(ckjxzZQ_$M-Rwsz2z(x5o!
zOd_NSPC#=ufcXFQ<cL*Gl|8?k<wBewgjRQEVWUu+qbJ|X{pMHNZ?45CIcLqm3X?Cu
zloWhZ(-wm9n|5JPMQj}IIKCB59A87&y<K9SFhuFt?LMu3DKOkXiG=I!B=96UyhDh*
zEkYL<Sfz0cR|~4Ki)#ci9|;(jOYlEukC=96?DMZN#2wSB8534&u&&)_4{I%IzUl|O
z*09+vj$p^<1xuz0`BjZeV`TOlJ~`FlZH;>RsFz+*CPCLjWXh87sChk+Qb#uS=TFcr
zPU<eJ^iO=wPTt4+sP7c3Xdq>J%z;8Q`LYQw>VC1BF?#B@SWwtsGrh<^c6r0fEw0pI
zY(QUg_r-$l7qEOUx8H}H#`WaU^>LMzrSJCP!mTxJJj;ivE0I>htO&P$tFwkZPm`Al
zWY-1E44wFz^ui|=VR)ghr_;>Ky%w>mp40uEwV!pos%U>88hK@Q88E{MgKVH^{Fw9}
z@_A_miORp*m(kKXFW(TsV|Q%GTXmIE6$yR*Ay5}j1@Vs3w~Uyarx{+pSF3WnUYnu!
zK@Ej7gW$ws$WrxvfP`G%s6!Ct9BqmDC$c$tv5K-@nsu8?0#D!xmMWh5(<APtc&ls%
zy9}^S6!h?D>xE!ne7BvCWr4ZRHxWc;(I~`QvJ$H7&0O1k5oE)zt8I9_)DFBQ5wadX
zT$Ou-S9nw$+C~OH4CtR9Ju}s-Q}v;BreRx@c9#Ltk#|#Ow}SkBCySOF(&lWx!FrT<
zUd*>16e~qLh$3VcA4*;DNVQtE#W;MiI%Lz|5Zr}47Es#lMjxS#Hmtj$*VA|Bzssq2
z+POw5sRk0BAfd{2^=rd-H}N1a3*`k!zSonc_q<*iNh`*K12*?yYyJTVhx;EVoS|R+
zD{0Q*5euCp?|HJzGEIkif>76VM97)psjwkCFu$46nw&px>|u2N3IltM<?Qh{w{IRj
z<L~YBVY#k^cuJ}P1Kq`CPd^eE3JAZl_75bH<i%D=mwO@YdIxJc!AdwoG(@nK7&N=^
zsetOeT?<dfXt!N#oSx>@uKa8F3kQjH`rb4zgg=KozTp1+kB0Mi1@*0|DMZO#Ry5zF
zEmx0^eOvlKH>q91IVbbeC94jEX1a&(+2hXesSHB{UvwPGbEMg~qIf)4*8)@K@AV6n
zWvr!ItL*7H*YWiDKJk5#mW%g&VDMH3k_cW`X_aWaHbtR{`ZPJy=}FXZhe1}ys~5#P
z7wAe-$9|^B_X3j0GCkawHUI*ND?Zu{{=p)qgQ^Uahwp67mGbONq&%{?0*Mzx-ZR}D
z2~-rPpf`G$Fe}yrcM)dsoPI=YT`E0!StBJ3{gOy>e9`MtCQGp24;Sg3C}k+tt-Lgo
zdXNPWU7YeiIYJ~{P_K8Az)GuVbV<^pL6mo&JEL30^E5U00~>crw;#L@nPNUF8EIry
zI%yUn$XxqIK`~s8+!d8%D$vPKSz;>+LY-YDo77ad*lcpQ*PCvz#2yRx{n4Kxag=ko
z)BdY6uYhNMJa7Y{WKE7KzTfzK!RMsD-ltx|!RHh8`N4U%zmK<gxe=&{@akG?Yk(3i
zw2?2zJ3afhy?otnsPwYe>Jl{2Q-SiXJeY<Mn$nf8cvY)qA1c2MZ}xrx-vtB~qPp;_
zt-9;a?92rLIs5O)`oHy1CCZEVf;s4n#C2PPe<EM;PEVE^x`MYq(FQ*)>miV!Ka~Mj
zj$qL_g3X&P;I&oQC7QA)pOb99<eBJ{qYn0B!F^6Hum=EZ*-buf7|_3Qg#w)-D2ekj
zh_dKx&X9Ts;HihZ`h$etl^zup_57rh@+SQbfsOKW2w|{b2=%MB^%?J5S1Dj`a)Wrn
zYn`ZLy%?LL4k4kp7#ALYbH@!y05NBQMAMr$w}(F3#o%~MNNK$(5w75b9dZ5}L-8+-
zTPpF{-~|32i}>!v_=*rT&;%m!cx9YDJ1?l-RXLCHtaN7#;{yHYG(F5WAs`70NAs#G
zu~#Mtij3uY<kE<n@yamjW3D+wL}9F|KJ&lyX=mQ_SC_oj4w}^?)gN;NCw%6YsGL1;
zH)w@YDTbT(ib4~!Yyumv-KUh}x)+BgA7;CuU=UPL?tEShx@}#~u7o9*)hkBaXp~z}
z*9t25pj<a>vK)o^N`?n^wuNs(KpAqyvAlH6g2}o8?%JG`J1gc-gQ#duc^N)5lyI-`
zlC*k%rMAAa)4B${0=srY`9-@z-yQvDYFa_oDMrsOxf60J>F4ZLfL!Urr~txs_qp29
ze3`KigKG6MQlS@Z{bV?m6mL&{>kZQ9lD#pMogh@TgRpXFbWbo#MwKp4jdMgN5wb(U
z(<H|ui*i%Tn2Uz_oG37t$u87GtU86%;PRl@zr`<Qu7mtuutUN@#ntC`dt8*VZl0F&
zy9|EVOK13w>mB<#GlCy<V;5JiAjdAMPEtc)iu7g>1Ulq%685~f(kgdamMD67SgG~{
zuRMzaWVE_;aN%l!gZe7<;wqBK10%16bi%Y3f(i4{cn+`kkUlZ~no&0jAYE^VKa`gQ
z*4C)FR_*nKIw_Qq7;l;bsv)hWsf&3JN`hqt(NHTjNwt$_)?c}SJcSIF<2;sd?gq8O
zH8fuQTlMou`@n`{+f`I{%-9Q7y>I{wAfj5}LtfoR8dNKEUcDuMB_5GrZA>TLRPQCD
zF=6earB8R3>WO<W`+(JiAYC6m(0Ae&`Zve1!jjrwF*G_+ZvB)DGrIdJny)ly#5rr|
z+dI?B0($}D6YNdJ4N>V&o<REWTHmc*_ta=rR(%Wu9~m48Ux0KipQ+431|<w5$BBHg
z-67ZRN!#n@ZuMWzM;8SM+b^QZTI9zP%bc>4+8P1JO^3iI;lz`Cfp1hp0^He&#YdOI
z43SORNrNp4vxpj^lN0;{i0%T24P*ij322H6<fD^%msq#WHa79eI;wgivJPki)RmkT
zHvIQ~Op|T4?vaD|@feyz5SNg{?MQDCE#A3`XaY5X`An^h|MP%5^mueyUqtmM%r-Tz
zqsg@m<?t)nQaV`$ulmf{7NO0;%ld2tBdtIh4N?9Ixhc?)df(8Y?wZJ$Q(G*QA-@RQ
zD50FX75ElGLZ?%B@es`c@{Ic1>fJLo=bFkn`AT?ts&a~Y=*Cl?IjI^YgJtJgJ%|qR
z=n1+u)g4B73?LiqF<Y=Qyzi2`P>o?`^2$q!M!BDHnCSk5eq|bQnEYyl+)s_#D7oBN
zSuLcqepR`5cjHu%+}!9ie2Hlkj50CT2Lc)utdO{s_80$e>TyYx@Xo*oG}-2T;Hk+x
z8a`Y}{zSuH0Hm$aZ`Gd?&|893Oxm&_*q7zsvwbBFD(Wk4c^MR(lGcn^QS#290Gpf~
zGu(=JTzTUce2JvGu^0T3qe-E_k~<!tMQ|wQ7mru?FNLZ9NNU*HQMl!%dS#my10pq$
zlOt6|sa{E~kSwt5a9{QS?vZKz%|2TQorpz)%fovm#l_jq5P6MX1fk+A2`8ZDEKU(0
zK23Eo$KxEQnNE-fDxd!rndSXqa0joHl-TU<e%8}_tofaM{u5XK&xgrQ8c$gzMu;(b
zmAi;%x&hzfk-$zK0BqwgSK*Cl&bceslUOw^@gR{8s5l{25`LJdYo<^vsvA`i0^N2e
z>WV_KKG@+7czS{kxeP3gSER6@$!2Be)dg#PA$U;-z=9KW@(@?&ANh;ASW(K=JTX(y
zeCM|KRDec}S^OrFXc^PPKEHZ99@FuT9)bGAUF_2Llzh0_iaHDv{dD^1d?L2aMtRY<
z#B(<rOu5O#Ux18R4$LiRzgkJ40H_~!Z|V4E+6-skctme@%#TIeK5DxuGw-K&?M#|o
zlYU&`5nM4WWk95mzphM@R3Noo4Oh4$gYlGW7)>V;OnrA_DQxYuthRL?AQ=u2sDwgV
zMXhV5>P%?bTH?3K4C1y!uW-R!(#pZFqV6F6cPtNOf0*!D&tGDAYddjW>gsOAbJ{H(
z<ASq`(^s@xO%l15010vv7yNJ$HULmfp8i4WXN?oDX_j(76M@j`{1uMn>_~%?Mfemf
zIs`fEUMJBh`KUS*E7yc|I09jWPJs<ixrF@nK-Gz~eHEB2Q|!@+yeg@Ab|Y}^^lm@p
zWppMO)k_8|1^e1H+R=`k!~R|ceUFH->W{7$l-3Z3jegQVW_vjN$T`|?@FZjqz+S3;
zyXV5@znGfO4F{j_9gD+A1IN&$vi2T1rn{9^{1fb<%|306_alvnSNXJ_IX!yazm1sF
z85GdGYoA%BIIt}-<()>N46BhlV>cJD^FSHCZj<)pq#%T)Ko7v|@q<KTql@>sn?rQ3
z+A2+T-b^F{1t{1W99^?jjzj?-uZGFQWN@gvZa4WQoTIEbMq_tHgtzX_tt!u1A72yn
zNG5*mm=`A6I$_Myn-M0;S~_Tbu3tUkmd2X9O1}7_dk>fp^$f3gez30$y*m_Kf99`@
z8rSV{hFn0Fn1yFC0DA8QH7Rp8yu8v~J%$F!aPNu4frjhzTxuNfiYU1a0?kcD2wt!5
zfvaNIHZ2#x5BZHk>&p$5u!b$f>U;{5vQP<TP=va2I_D{fn&wOwk$_H^RP3^BFaxEH
zHx8_fec<VPPg6S9??^w|b}W1``ExlNCcfOFGmy2>bJ(FOFhvvKtd+N#OC91r&^$c~
zIAj#^eTHCoWBPDRZTO%`{awCH#f{z-yGs)5N;4vSo|=cG)}kJFpE+*x9X8Xa$xO8}
zeYoIj$WNhsM*t(@vZ%Z0x2iz3Qqp)XN-#dq+LXas=53u@nm2C=fB&vgW96$hu!0$r
zji<=~bEZsr5@F_<p8eqcv?&Vo;LJz5Oh+Te%f}(Sl4CKhdre&xBZ!vOsVPdT$iUcG
zx9g@y=;;DXz&8fEpaDg`f;Edrfb<O}L@cq!?ON&<dxZICzcc-$vxacq@-`4DF<csm
z$C}EG;!f4yFyg#?qQgx@_tY{rHkWrxf(VU~jG{IxsK3L&Jg{9h%h4T^F;pGxH0WCf
z)6Hd#9<kR=yfvxw4&>D;u3(j~DA~J1+%amT-X$+>!os~1B*y}HRaO#Mqw$p2X`XF0
zr^vJD@m|>uId6f_6ZgivHaJ`PO7kTmT_oorzS~sin@D`LcHB4CfKZ1&Xuvn5icbM+
z#%$1w={#ULU$GXdYhzxO_b~DAFs)(3_X5mft6I|*`EYoh#nUfM!vyu|`3!9Z!)I3i
z2>$f6bD$*Aqj$rtj+)dKofWTDo*fF?m=35`SYoZpm)b?I48Cr$b_ObAxO0jnuXOTL
z+4c6@=l8ZY2knyGWz-OR`<u-<AaQ+EJYB@X>5H{p&Zm(_cg|`3_`IAXV}z-U3J!J^
zi@l#IB$<LrK3|9mzf?UGXCAANei}JDs*`VLu)0@)+CEnmy&YMj<$>HfD<X1A`o4DA
zh$sbckg4I_01-`|7=`uuu=uO<ekgJ(MUz1Q=$IJJf^?k|!yZRz>}VK1p<ics-TTf>
z9I^_AjZF~@2d$AO#z=4rf+rw!#&SBRtY`4Te}FUmQ)T?;r{dZ7<Kk{8NZBXV2W=WS
zP{gxB4ALvX=F@}t^Pqc_d0pt|=PQuM=c<hAVJ`u$(vX616mtaMAEkcI^^E|0*9ujE
zhXc6etUnstHB`I)0hpO}-~0k`%vo}OgG$z?P$}5pSAFp}74)B9-@kKIJR6dKQ-(2G
zNI2GmL0jpnDU6c8&$X0=QQr;T5m)A)QOzG`r6>nzpsrS8TEJ%J_gnNK;(G)E?^MH|
z!B0q~2Z+)np~2~#Tp@iS8S?VE`&2($_*VJqOQ0H!ZQH{XH=RIiZRHJuAW(Uu&2FoM
zcKc{?O5B!N#o9rsJIh<mmw$w2-#`P7NPKr>OVG))Gfp!_#9@aYp)+JmjpJ-cjsP<&
z&bq8KEoiKnl+6AV%J8I5t08%tbzfjm3u?>-F0Y1=8iv*u?Hq5!3MXkMm7eW!z$FqA
zu0?E`N**zl8lXx;wqG8>6BozF&lG${znTBK$1L<y)vK_quTY>3bEl#&NhTyNSEz2D
z;rbFTb$3sVXGPn%bb^T}{Z~}w$=={+plZ!?_4-A7Ptp|16!%9qZiUGN2yu_l^_aC}
z2Fi6<Cj!$ot{PvyEL<L#28hzSy8UEAkd*%luy~fNR%O*wIvtl19RjUiO@UN*`Ql&D
z*0`rx2|3EpemeTw;NZKLpKlm6a}}3{m!UtZu2Q!$i(}^FB`7<~y$O{AVu&9YNEIAN
zU#u~Ff#>(w{@G3n+WuL&nnd-G<Scq<<}HX}as2p{urfTQ*MJ1!c=fKdhzd|EJFTXJ
zr(`O?NdXnEExbTVd=KPMg#ov0^h=L;C!fcI;WUt)wUsMB?=DY|94PMl5zQ<Q0pO;M
zOmn0uk=>c3<h})*%+6zM!Ohn-nfhvj6)Yvbjh~#vz86&;Y`Z77o2koJ-0~@Gfca#_
z!dhi`TEK7rSfiTtn!jRiBQs<FCO#r@jV&~Y;K!(QZQoZ@^o6)a1d_`EW4D#%=prXL
zAm~}JsLuEugoN*cuh`>GnCmQ(;STI$!Ll*4FD<IZRZj!owvUA3xf%TD8xAX(iiqop
z2Byw`Of~WpTS^F#Bz+*VNODp!i5|f;Pj!c{TKVEq<jNTsu{?S>m4SKw@(aQT6(+cF
zK0CF#`YT<xAuT#Yg-UaU0A`%(zT5BDDAbvTy=Z&SES=zo%f%)WbJcNG110@gQ9xhK
zhk?CO?T>$!144|9Es%A%D!MUjFBh**Sn{)Modh77!|io<tsY$w=lK&S>YTS?JZLtD
z(clA8gxnvp)oGxz0`$exH_L)?+W6t_Bl6AAptZT8Lr}mS6ZoiF$pD^49I06$MTy<E
z39nZKro+fu!uiOdzaq*>L-2z>>u~KLneZDs34==IMyQ&JqDE8=RmGOBREx{3D5(bm
zn0_K<$iTiBlds5K#@IREO#%d3ch(sRx~b*&$X!*(7=Ip8d?he?*e~LI9t>Ay2Wzm$
zI9bc8v{k3~feFgb`<?5DmU@yNL>AyXsV7Kx&xpivvib-7Ea7P1(;g*0Y4ujG%z&6S
z=_)6Z50?v??1SCAiz`ou%S5S|<g?&$eS428OKY{WjSu2nk(|N>ZtJh4GcHdryxp8G
zE<v<Y9v)<N;_gNjfYBoDpTz)3qRZJIPQ<)1k4a=}{#LDp6z%K}54oF0e~|wEgSP3&
zt$X}ZU^A>pRr3wJWfv4r`7nuK^Tu{n$rnKtMBTuA@-kIvg3;T$OBtUU-0p(w(z2do
z=26>kwJ9MW6V!SZI2Mb>FDUw=@6UpXp3{kYrVV(}p%F{6)i-^$45iq_<dw!LTOcS|
zUe8?nsF0l9<`o1Gf{+aG8UZnA_W)|GK1gN%4HVdsY`ANXvMS>-Jq$=#S!~i(S*g52
zl0x$f*&4|3joF>^D0+RzHDz*!k}7`iz?@n>q1+<&Yu<o%qM?rCs&SR`uARD6P3^ER
zu>?-zvAv~)#ptE4I3$%%bj_fq!Nki9eLy<?N(E>kU|}_`bm-r`fx`~cfHo1ghreQB
z30Jhq;mQ+x@BSd<WdM>{+-B&7H6ybaE7czcry#h4CgP$EdZ^e~azX&PsLL!CfRvq?
z=P<!=gOWD86~LrDR7aK-&{)3)1&ZE_8V9;`DXOTxb@nhw&R_l3PZ7i91fxWzhA*b)
zB1uxh#GZ7#;K<Uy$N$`F)t?;<LtuPL=)7wPd&&OnH2uf?newdCA7f;+Sphgp45uW~
z-0vJu^|==pB7~`^<<(D<y*B>+n_wIvoa6saj{9%D_kVS=e-6n<a~d;716ovzZrup)
zaxPC#UXWgg@eRibQXc*LJ7X4ov`9u^QlEg}$I&h73BlhA?)en(N8h5-Kv~A~miBIk
z<(7$#$I>nOG=<lF3K-P|$|qy=Fa^2;1z0y4HZpb`^NQm2ujXr-j5D9)=*A}TFbD{?
zz{Kr_0L;nnXFmsu#_{o3Y(RkuDk=fFkx4V*_mxiys=S9Z6->PUHV(UuSZ)DbRx!LD
zfSncXEV!)oeEG<}kbM1y@^37ym77wV8Gf403rAZMP^CD&G=ahIQ5(=`@rXE3a2srD
zhWMgx<HW>2NS$1elJSoehW5khE2LRkrbvUvUdboiO_Sx9Ey1tE)G|_0F^fy{syaTr
zQCoPGgu@GvTh8kjwcnu@xZ_Z)(LyD@(B%9zN5j~>wzbJ7i(B`Klh>35ur;>D0WHu+
z1HeTTNz_in34B0^ErHY)$&RH^eS<pftjYpPHuIK#)knlscbp!zr3H+|fpjMvAtD$;
zK9mvRWqpoCj67n@GaTCb@_4ekwD~nK)^l?45P9i=Dj=d%x;S4^hA*{MTPZO?rJscA
zX%_JV_(UcO%ZBHtF~$vK!M%#x_jM7@DLJ#UF=)4&0^sc?W59F@{8ZBTk54JoMlGtv
zbW*74M$!E|w-(RHNbKT<C}-8^uJq4UE^T|M87mKmVD{pKSqx`LEbLUM6b-uy#4ocL
zNQBuAaB(zg8*CR76Q+CcFNJDFg~zzO(M#M*yjrR)%ALJj1<5Vr>5)&7Q`>(=b{&j_
zt|xUn^Uq?qL&zP81osP^yxxtNZHzV`SqchO6Rpu14lG}Xvtbv|qki`dox1pO;J1G!
z9haRs==_*W1hm3pjwx|Lx49G}@v~Q0xWe6&o%4G>R=(}pIG9dXB`^Na69(z2D+3gO
zR&#@|?C7sV;NskXKUIF;dkr7R7s0+N8k}}zhHpe9IKQuNUW8T{Z>X0WORS}0esXr|
zT>VymmGYyhQ*sGlY8k$tVCY<Vf~b|*&`H7=$rnd!VGy1RhwL0DI*&`y#?bz*1I=7k
zRj18(W5?4|!{}roC7@Cr*z5gX6I~6Erejbz@$1H(h<t!Fk&4iXG~?^(=OUB=`@b!!
z0xpIW_YNnseZBBHtHO0*!G6D7JS?k?VQ>xrjmS7O{*-RX0K3htW1MW@zNz`z9_Z6N
z*`a4(2{KcX`^`qaB{IU^zNO^D)>W0ODRLR%XPC3^sMVGaXk;d%J(f80Pu&XRA0AJ2
zXSUGr%ET}%26%}Qm!Qp_jJyCM4gga~3ldJa=C^=Dv1X7~Muj`m3}%KOzlwPa3sCO6
zq*dj_wzAbcI&F<!Z;!wr9pT3=(~CyHDY1>3nrB~@mplhZiYnoD0-Al3@CnJ*^aTPc
zV_dG8beBp8Ym@0#&Ycpjn6a-oU}(u?0zug1Q09rc^$2Q(g>z-u=7S=<m+FEXuC}0S
zJ2f=I-jFtu<R4EmK-pOKfsh1lncWYD`}_RQJ$p(2rypMIo1kFoyY%+W?Ow3m70}i=
zFKSBR43z-T0rUnMQtsKd^JU>FH%BgZ5akx+=7u!l{e+!*ZeCFW?G4;d)PEt6S)9S;
zGRVl!H9UdxDQg?~5JnMqZQN6%xxd|<|Ks;oh)2W;m?S+bSKs{7Z0Phpz6DGr#&GUM
zFG`Cp#bboxbJH{usLCywe)7X5^<Y_*|0C=xxcn%*oTul4YLe}`25`+Jv4$~*PvVo^
zUrt&Q7_;3pE!kP*G6tZx>v0z~u;e79+B&?;Uo0IKwK^Y8nTOc78!zhLemz7V0_Gy8
z@$Px9OKrnCQj|=I`xqVIgb5o0T<bIRwEfbhIl#q!AErkjb3}Mmrl4M<$idtC&T#(w
zK)dM*{s+J}ZKDeG7@&<cY}tgH*OSrc!o^1zc|o#ilw83X2&fsOFlV(X5y<Rmd)uFP
z>#nJ@k5#y}V0i_~(-4mWq`;b&52Xp#cK9B4Ny6@~XGV_|Pm?_PJhem`7c|ALi6X7=
zs4vCjjPko7+FIv05y7J;sw8w8eRMM~x*XN^#`EI-uB1Ioc=M*3h;|>Cg~HLb(+%T|
zXmW=?BK*7<0$IVFE?mHmqpB7c*vFYxH?o0!b?ERi@E}4h4eT_M%cyT#Ui5DacsdDI
zVfC3+mt{6QI@3P7!%4ySEmS3QAyh-9+J@@^V<jN9`EtOKc4-jQ_|ucqB@LKk9B71E
z4xKHh{`#}3vB)MFp26Y%+Q8J$wO&Pz3naYA*OVH3*ITFrjQtHB@S9d*VZ&$xv{J1}
z&jN5Xtz8Dj8-dzx?sVNYa!&;uPT=(<;RFuCTU)?_gL-X0TYkJMjq}AE6dyEPm)q2o
zbGW*9$o!zQuA|ac*I^r5eWO#X`ChTTKlF(BYssABv)66fN*bO8MP*|H{g}qqqz|5V
zV98M!p_=I1(q{#tc|mh$q(2_87W^&4jDE5JC~Wl8nwgBqlHD9Z*XcQ7dQ*Jys<m=3
zd)-dA%^J$e?FKk5q+)fuv0mw!%(MAEVD)MJ1=v-coHJ~3i~;5qca5b3KE_Z0=h!)?
zx(BG3m#ls4hO%=W{|I7H!eXJQ9=FDU{>{S1GbL_srVzDJPsQqd4O5^V=xU`aM@}|i
z^;)FZ^>0>Wjw41)5<qdS7m{KI(l*pXKfXtnwsx`=OAU$#ejF_uo9@WK66RL!)c|$>
zVRP0lTuUm_@&@UiyM3%iMWBAg765W#fEW>0;)i@U3iqClt~EE>v%2{Ob@J2Tj5Y!o
zS~3a6?*+TS`?J=#<9bJ}40Uhq=N7aRodCk1UA1AHL|hOQ*Imr?QWuO0rXCU7eJ8H2
zSn`ONc%O+cU~Fx?6alPYs9)LbvPh?VN%NT)mDQT)>pm@hFG?LiCt)aU4kRCZiz|(k
zm7YXp$W*!BGAc3xM>83nc{1xM4bGscy`TJh^uD@d!ifx%1D|7p=i9PJ%H`fwA%Mmi
zsb0AAOa2o4rYoh=ZOLa}LpI^zn5*-$YwrZFef|RxU1;994)x;~_bJc+9Qa%#7klER
zzISKBuEFGipn~*@;3-nmy?CY_HF{agb~h=%^2ev}UQ^*y6i74CS5bqbbZWQtcSSiq
zjXfk>e6Ic>FG!oAxYm!*;3|%9u`GdZ9IpAONd<3f=cWrCJ|3CV0YWY0d&exK%Mm9`
zX04?ruhhQ34WQn-|Ji(j_Y*>%oaQoW#NL&E%94^+r?TV>JI6RX#on3dgxUStMYn!X
zb=1C(aBp;uR?Po=*ZYp>p0qkHcqWe|VUTO_fOVn~c|!%0O!)e!1~sb4CY$Qshcmt)
znt&#B_o~>0b6k?~TI&*INc3kJ$1W#V{_7wRqM|ZF$fEZ=`rYQjJ+0A0)>$-5Y@>jd
zP2Ca<yfgwV5+83&62z&w6Wa}^+Yg?b&nkX$L+hmpqRx=7#I#;y?Y2$MHu1f?!&^wZ
z`VDG)aiNs3a7zEPA9+9=9n56)EJQ1GYFM`}*>DGqr~&3yv*~(lG_V%1vz!HVvCp%!
zk8e)A4~!D~w)_2KakrmUS;N&FRg8qA+uJr_8tPMm*8I9W5Ib_Tn}ENj-3st7U9m5I
zNu7I7wsx_4b6WHTzx^$t+5WKUSmT`Gs*~7d??K_jd3yUKTvFpfcbWV$eBAlxGT(pj
zsLKClHB=N&8PE<u4(<Ofhu&0)xqbX1G%v(QRjLJs^i2O!-f93`u2=xs|6qne5J1CF
zD)C)puRLr0t{4xPVKG(=zO5Pw$k+qTf)Edm(~OO(z^~Md+&F+T2=rTMHtx{_2`F6|
zcv5c4BneHW!2n%G*?GdRQ_BOO9^Py`5uGNujJ3<a;9~7`{L9j+tk3l$G~shTmR-?D
zy$%>$XIG8EdJ7zzfG--VYx|l&Tav*fsshz3n%t&d+=l#0hUr`F963^f!I3-6;`dzs
z%++Wise;`CKqpK+0!VX#`3OmrYF_FCE@H!DZq>N&j^PjrXr_AyskyV5Y0mt6#8Nm@
zjxHA==a@l&xvE;K7Tc^HE?2n$hE{!aWkG~F1bWHXs);Dgcy0W7RX>QN(c#2YbSl8`
zv?^b0_4pEOa2(Xj?ZUjeBjt0UPy;$2LWI~A^>OJ7rq5c&ni6uD%_(?V%ZkfAc~#ep
zFLR5Js(R)BDW&2qk-9Kw97CA-S4iHN?Ss7!C{+wvkBn7LcN!QwZ96S)%ead3OQG_?
z21qKy`nFU_JiHAYG=fZ^fQH2R(D|K~hQX5x5D>clpFe!T-oN=e3b)fP*u5~;OEUQR
zM6Ht{&T{;20JKHJVE^9)`hUK1ajvz12CzxqZ+n{gE$Uwd@V`XJJna!{276m+_JUgi
zT`!<92mFN;Rs|e=zkTcF6~L8)4u|aDb+Zs?p!xlOf&cs6-+Kl6_gQi7bmsHFJ@fzk
z4*pw5akq=R#I81g5E_r>o4oH=_PqPAd-Z=wKN|O2zXa6h{l14^*G(g8T54QHj%ykV
ze*O==SeD?|Wg=+T?|>E_OVGV83-;sB%b<e52tacP?vqDeoW2i2-Cp6<4b{UvWpU<r
zBi)~4UTTI1BY2HFSWO#@dxa>~X>;7)@zu$7vNJC4?h$fD;ts1Q-Mv|%U>5R!078)}
AjQ{`u

literal 0
HcmV?d00001

diff --git a/docs/_images/command_palette.png b/docs/_images/command_palette.png
new file mode 100644
index 0000000000000000000000000000000000000000..c1291ae7aeca60d8ca41ccfe2bbfbae41af7a4bb
GIT binary patch
literal 70129
zcmagGby!qi6g516v`Ck<q@;p$ibx28h!WBQqI5S5ASo>(-3Um7bPe4h-3%e!J<KpO
z??r!aet&$=gZRu0_uO;O*|GLIYftzqbtNK#`vf2mh)6|Q;WY?^#S8*r=HTG~@9=}`
zi9r}3kcz_7Hy&yGE#PMQx4vlf{ITk5?(cM9&MZ?=*-2&iC!YNW@^n^>s(IHwMNf+q
z^6D413mO-E0!?1x=TovrHBB=)>L`Rk2D&v;^H<9%^8?$`f5XSRRz&-kgvsm_#=HZ5
zCl!)hB6@Emgq%nAhxYelypQ&F%ox8mIe!>Q6W<#0%)BaBD4wzkAd$yo2_lhi92(12
za@+-eAq<KCz14TuR2#x0_xEGGWbs#^+rI-|okwadq&uvv(8wT@C68CIpgnOX&pZwr
zEWI_$ANGDKNDt9z*?n8TUp44}yqGat?FdGek^Q?COKEMVAoIIKw(P~E7VH=vvtn)B
zLO3dm_9@>J{*f$fO;y&gdEaKX0t0d;37I(B{Wm+oN6Of-oS8mks)_vFLZebxAdkJN
zqt49M3$NzgsR)Pp9n16PuUY|?;4^C}_&OGBrW_hw4n7b9`BS$Z2haYpBpwmpN|Tw1
z{ySc5yBxQ_&k7b(o1yzsuwFr0AQ2OSY&p%_TXt8(;(D`B*0eKfX5~7b^Q6qZg)sBx
z4=2Kq{okVCV8(!)R@yMk1!<+wH)pf;JH;?F0;V|FRb06#veDgSx<v2ylPH=0)=G{H
zdymi<hM56Ic{X3{Uag)kE{tJ%D2VZo8b;L_A!Tj{sYhNed~PB7cY}O!MvOnLh(j!p
z!FBDPw_)O^(7BKgsbqgY6`VK;TJ=32Q^Ek1dtJzHdtbA0d(q9?zWBRIeQLd|{!)mN
zjIH%ap^+@u7)wD$w$fdpg*WClHh0|@9dTQc2lnf~v!9JS=L?#i<)~d<Zd255O$HwE
z(Ax-z4+%WSOD^+B`)z!lLyZAaL_^|{g`?H1XDM1BkcKSs2}l|;z*n~zSgKz)l61rE
z=c)POy|)X&g0ofo73IC!MEcFd2SI9_T>dV!njpt59nT|gsP%zWx?|7zK>6vOG5S6(
zF=N+39W;8>@A4O@8MyxS|9O2H^8xUfTBJ-Ee;WKIE$8DrqwF>=&nGnWuivVRZ%{0{
z&KTD378Sz{nwA}|mfY73kG!bW8&7kFCjYMoDRN^8iv1b(8szy=7CTm~-lLM=e}B1U
z0hmNWxes=+cImG3u-D*{J2c9@^(<Z6=$m%2aPC5`)@+6rVQaZVMa!T1g<xP0V}E|>
z#ZPy^6@m<;2wNZ5*0m6oP7gVq7}r=)GJ0*Z*vwUR4@3yY|38;nOys}(Yx4?$_hb3Z
ztmIz*q_`i2gW7|j2+P69J%m9q>i9F$4G4UU3-*7*jSUiNm6ixT5U*K55a2GTM$hu2
zFO1PsxAw2h_6@V|Glksy)u<4V)BLA`)j7+|Zop3qN;}OZ{g8Xc>-)b(djPk?`Tvdr
zfprVO4H@L|!h>S)r-$A+x)TbiBh^qI87%$(@3i~ogGuD`@1JArJQkXA)5Bh1HTqx6
zfyZL*l|>=<F5F1lY_pBHki1r@xk9>t%Ex%s#G6#U@7zSYIT3*)!Y4tL$lG|QGt^gI
z@<!!mBWJ>)KSy|$!5;fx6k)+q8<Jt>>jvZU2_ZEPR?@w8f5J8dz~Nh&;MQK@T|RPh
z@@O!VtY5Q+a5Cfnx<mitg^h+S8s3oDtf3TP!qE{4EK7fs)@P8foLA%vkht4EjS;Ma
zdTmnc`kyDP{b|_B=#0yhjS}+PtM=0gZX3nT>m;nhG-BQMoWM>1ja$`l`TPwAE&*B^
z(v+ih`E?2XZ{%Cn4kq!XSDmAR)*$%*e0U-yDgC$E+Oh2W;f{$Djy;d~$)CPg&|L_+
z)7_udy;a2#C3;M}R#OI7qSsuUZq9JMIS_phuGTJQm;Nty;=__mp6gTW{cu~Ku$N)T
zyr(PQJkbgE#<8nk@QwCsv4@^N^SPYQ+ai#K53$3}q=~&pWPK($=o?)b{J1ijx6mu2
z<yNaa?hq#DQrW{US>9$c^k(bvlFr&ocjK6adww|7I9}f`U(GWA4bei$?c@GFTfQO3
zj?#9LFzZEoM(ASD3?^)~bY_(?oa0ZZw?7*B5^+<$m={5acH5J<IW9W5biHTSs}C|6
zoyo?Z@r2pCuCCXJB43HkG>;tAuiCr!T!u}&#rmquMvwb%WdtWNl^?8Ofa*!m2q-uT
z(M!<_*~1JzlX<y#mb`!gvcJBubjbD?)@fm4g8vQ%G4>QdDkj#APv?o30_s`@WWa|^
zEpH*H@t3fHo{bLa@9STS4X%9mnH*=9;0;V(?&BxC&QPRiW1G{Jo7AGF_rGi)4`RZ|
zqddWTx9q(f<KRIIGKdj1+LcBpfIs3<y4&~K&A4ttBz`uxmheYIq`h8=j?MqNccklp
z!|zI;uQx42FSDrUt?QbcfB(Pn0w0Mv8WS^hu|S}s`eE1p6Pc{)W%JPp5&om;DLyWn
ze@P=bGKN@L)Rp<G^N7CxwcmyshQ*Hjkgc}>WGfcQ(ANGLrt-(~UKv(4&c8G{WRBB^
zFCFfjh}lMcyn<Xd2A>|3@6E>q6CMwU*&~XcH-4JQz#2bpCN2kK@arFA+I*i3|2HGD
zdo{$s%9<K6uXtWUM|$<qSH>U^>OeYiEu%LG%7~yqp>m0_>Pe2gN1b|Izqwxg{G97o
z4(BmAa|6LJWjv+|9N1Qyj||<h+KgA$26Jjc3k-i^{M$95r1ldG41ZPG&jR3W(&n>V
z;&q`!2q@DL*}Qg%IGH|MgB%3Yfy1sCeE4L}kggt<R_R+;ly&a1#CXqU{^p_BWVuWq
zxyh}T)1|A`1!yBtx#Q%9z;R^{eo4!dp_UueA<9-}S;7Ys+KLn~u+3@|@cj=)gv;Lo
z0Jjpqe<=o)>zKoIk?eM(xvSO-0i(_`RYy|+6c7>;;-&ecY-M`oRpA3*Is2F$w>f2d
zf9qMEH{HL3wGkvEw5^NvTEL?!nv=j4`e67)k3NUiQ!PI%3Nm~)GTJvOpcG1T0}CNa
zPnCaZb^a+vUatbR+}(C&oio&%L6$hKHlC1ei`VSK`ieX(3Ce9cZgZM)58ehgRcpVv
z#(VT{6AQy-38-TD722(GzV^3MNT0IG&neP=0?84HhrW8H#A5ngC3lhJXhu#?An2Vs
zd(cO&1gnfHqF-6s@<mabKtR2X0HTHt@>{D?@3UI*8_Awg;}q$w)|r#$=9A<kRP@K<
zrzAuL9zXu_{&lknS-0j>yt%^h4<3UY5xKP_uNUy%nUUTO68q@)o#I}FG5^Ur+Qyh0
zuS90kSc8DKA!-#zCggJDk|DxqLFJtKDGGy-%4ZLh^9J>QSj2Z<^kIRX+#MwNhaPhL
zF_mNR1^k~lI%J}Zce)>Ti>pv5UF=0t#e?q8+7B@C{Q4pY`bt=N$NxpFZq+O922kJo
zAN&Dw3((`AlK-qn{aZL5t%B>TieUU2xs@DGlE$I0A+JARfbuHDh&-ByuoBq+t{j`x
zuG%*K7v?4Z>&JhiV4qqDhpse7GyeDNAO1T~Qc!#K092kk(CyzM#ol`ry1FrzK%={g
z9m__wJ04UHdEUaz!CoEweO@H<Rl|j?b{=neLqg_fPloTt&6zR(g=hXkjATsnmofGh
zv-<kXzZs_Dbt{Vu3l}-K>4xQtE97%PV=q$K`iZ(pAfB&K|Kg+RD?(;`#!7nr2kZ}q
z%7mQUK63pK<PVTn6HDs#Vzn!y;ja7U#7Sq9^Hn9={P`}Qyq*8sXCn!wEqeXB$x{;>
zu30xv|2|YltOtCjfT0*l-Lm~0<ZsU?F&zU}lU$ZU^Y%iRe9tv^JT22*Z_U}KjE&&F
zpgBJ7LITG4MhI!+j6O%^Xs))_w~?4Ec5?+awzP4o^n=@n5>%##_m7?gb~z)<dLq|?
z1$<aQD}Vaqqanq)CUIpXzNQ(^Yo<CRo?@A<lHp(`s3eZjy!|9|S6h4RT^&vG8<nt0
z9&(qz^TWv$ciud2A`l7*569oI2aqMF>@~izdgKj!26E438H~OH<4OqV(LXPyDZ8gR
zfEWDue#4{xc6vKV{qG=nJG2!4xi5?KXUu=^vE*6)?}Fg2V*3OB^FF<)*dH`*iGPj$
zPQd?+uF9iXpnpCH4D_V^KFQ|IFe|bQ^Y$)%)tfWuq(gT~yh03G8mgA_AwQkJ6^Z$L
zN6qw#98sTt#g+Z{%O-+<?&!i`C5QK^b9R=dr>6&Q7!?qDpa9G#mihmf3&FoV4vNiq
z$^-zKM@rH3?R|ZCib_h3+rL?EHbo)rKnRNNj-WQ%8ULZ%;KXi(I!(N4O3A~em+_&w
zMX1Xy-X|?bzQh0;feqXHebz1x27Z90T)8<L?X@;WyyG>fCrMVzhrZ<i_UqYB(=DJl
z9!1}b!q%uEVJ+TQYujVFm4=8k=aKd!H0mh#71v4(8Wv;LWM@Dx<w0T$-16iW0gg(Y
zsoBi<jzt&+K@ly`&fTeE$HRuL9=9dC6Vw%i34Ljgp1y4Up_;g6jM^~vdX?M0wF2ZC
z1O)Bv1AxEY{&-Gli0sXAC&(WH0L-3L=*@?lB`A{NJFnjOp4C_WU+zanHcO3^#4<2u
zzti~4mDx%&F~_wa`{W4?S%zoNp8b79HIC13i?vOsirz{WJqET0lP$v!zVjUxdOOo3
zAxm`)J5(3BhRJY>aQ)S?cavYaby)*Ws;GSr07sWDyld8PVX1B1Qi#5N3+1Q`!e-`B
z$ota9=RB9`dG@Qe61~sXwpSzWt>jmW&Ke76%f}(2D*?ES+fSp?lA@;wsd%@qTb8Qd
z@%dc-%ItnAx)fxLhR*~HraKKh)NOL(vuoJ+UUm`u)T&@-WJ~5s+-H^0xNQ`Sa+W&j
zBL7(P?tt*22k=%H6m<aYQIa_Y5?lIFWaW3jZaxSC`*`~y9w=jYy!DgZZ82uxdoks)
zogM1s1QGDvQH4#F`vnVtuLq?YGMR$qF^sPVbQ=9K*L!1fb$QoLdYO8AqUf6ZWXBEP
zl~TzZ2M}kyD-GfIKK-Mz=(b=h=JW?o27NucKB<K$yE)%DUhRYxfZ?2rU^Eieui+O6
z1<cO3boAElbXrdn>d(hjPcG{q3|r~$M#j4*0_al#4*)~OnDs`l!cNvJ4bGA+GunYl
z_p^Mqe~ix`R@h{LOz_5FVy}}e;7baMP;Hi)cf%|`22TC#^@ojn#{)X8WZ?=q>w9(Y
z_@v<5xv+gp*$8RxOArXKCPo9-ska`3`pe@d7rCcV_CB2~KFv290==2Yxy)|(Vkj|F
z&++l244+dKP}}Bk>InojgYGy&9Ui&)_>RlkwO)VtdF<FjYiTl9WdZvv3&R5JT3pQU
zM(lEb?lTxs2R`F{4S`RUzh7?lg!L)Oj2ByluIWJFl&DR66iy~$aqD=|dGw-5;@&-a
zF@M7*w^dfAYdoM-{tQ7hK{^SIjsr6m5tY4+&j3>ayzjBN_}t~qt;5v;qn`{KqsWwE
z7>V-uyn&~2fE}AQ1BGla-SRQcU1DP5pq?Zkl$_@ZaOjq56Gl)A^u&N~%s_3FItBs2
z1-J!iPA~Sa;J2PEi&~fMIb3SO08tzJJO*B%ST7NGHgY2PJFXyTUr-xRq<ZZyHjr<n
zIjiqqdET7#I_~^PTmz<tl~s2li$0U>^~)5?!v8*UyE|ai7Fe;xsFyWHDlk_mX03Wc
zz4Ll2Gv*C<u;fuQIY4YQ=c>tM_TF0MTDO2-<(AiN9eul?K8Mbk&NtF=$}51!ax9<c
zi*~<5t1s*T+uyh0^!o|lh?Q%Ui$qjh9O+PobW`yaEhA%3sLVM_WK2w*v^zlJ)UN~*
zI;=;DuDOG++)r|uka)yW#~>Nxj>h_!5)+Xt^lU_u_zDV^{Y(Rd<nW+Od~M@9v78wm
z9jo-nO!Rf;?EsB#5PP3>I@p9PQVZ0`cLO}t1U31$f($PL0q?oN5-|EU((Fgb#WfwZ
z(iQ8J<A9o1um#$HqDeTmm6<}$A0PwPdg$!$RyWz6{?za#xb|s1@H9ru&m2>OPpG5Y
z!K=a4YbeA~%=5hu<DVpv8^$R1R-i8J(atnFK6HmHu&#9XbIP3H`>c^?wh8#1MAUAL
z09D?cjdtUhLob8-N+%P_p%8@)vdr`qxvim#?Kvy~zs~2!+QK^hm5CfWIeNprA-)9!
zHjmw(1@gv#K>}8jL*3GMQg?l}rH}Rn998Q2PrOIJsu3A{KHce0A89Y-GoB%^LsE=D
zo>o&=U%S2hHV!93ZZ<r2RE_7|PPi1M0ju^42DqmxOAH+4N4MU8vr4?qgj!{iPw)o#
z4LW5Q$iKL}^?r;jN=)WFn^+I*4O<O8X~QCRc?-JNN$huw6?1&z4Y~5Z^^Cxo*2@~P
zvmqhG8=-V^PW6>g*&CMWa^sjI-y`p7=uz{Tdh=DwQ8!?R@Yy3h?u26v^ts0OhZd5z
zS!!J?6aMYIZm+EAo-uqp@sWhY{i1t-XLMsz8~9gNR<;f$-!2TN@0h<2Ft=wC>9r^%
z6pe(6A<rimwr*qV^Pg`Bd=LJniqg8}UD!hQv(O5UllOa2APTsBeBjl6>j(xeW6!4{
z-CHOaXYF~j%-`%Q6i$q~Nb%D#?Rn&IpTxbd&n^|aK^QwdsAT_69kLbCFaw1J7-@&z
z=6~~^iW9TUeRs;Rr-0455uVi3zQIuVAb$ZEI}Z8`jM9jVj1)u3SWojd|6vzsuQcm*
z*q?peYYzeJEe3G}fv(S-Zs*3l2iU`D2>525X`Qm%<9R_0X)-RO2M7%>M}JveHN6e~
z494~!KjP^ad9nj;wOJ-H;5LZ+hvCQrw-t3!E{VEqC-x(u6R~lK3<pyFE%`MKDW2jk
zYq^~NeMJZOl<<s!84_{pxxmI-G;i?PhqHqeI1gMd=PcK6V;D%fXa+F%jlv0lyRr7!
z;4!Xzuq6%fc4EN4lT~7H{km7^1_01t>CkHio~p^)a5hU;c(_nUZ0|X!e>{<idg3yd
z*n0j0HUmcLSX4KOHm?%RHo2D<4Anu9wrOD0bu<JF<mRsYm#OrvoZ$+XV0Z!e3*d5+
zE=zbUdC+=3TV?Q0gpyNiFsy0$g8v5AD|<<wDq>qTk}L~u-MXT)Zys|leM%}9_|cEi
zd;f9h@kutZFP``1emjunqdG&0&ECJqgdz{!Z{yj!EuX6<XaYY0&PD^qN`&#vgJmE?
z-C7rgy5vE%Zkf2ac=)X=!kEzO;1z(5jMzwNSqtaPXhS0*=$VsS6I4&(`Ymmgqn>m4
z(Hcnjyk(8M+y)Nq*wTZ&xg8WTpp}weBd2%@mT8VSMrSEAE0WObd#ym$SuZw5a-&d3
zXht1lU)S>DFIwv2*Z@raeqmpEm_Du!JC3No0I<eNigj6>M2Rtwsl^;t{MYR*GdwwD
zPQo=jf`~z|He4Bh1O6?Te(_YtGh*q<tJYhy+nu0hid|}Qm!$e_DkxzOz@8(|QE$+;
zWGUkEz*_%<j}Lvn`8fP4#_ybUC|y!iA!@z-s6iGL&Zi4r$34Df2akNVBu|c6k>pf=
zk#0Vgs+QM-g<GsdCwr*^_dk!#fcr}U{$%SupXs?ty9e<mrE+`q1Y=FzEp1ifUs;mO
z-No+@+<^KP39X!YSCSkBgH9V~T1Hrx8c1IXzX_bNNHh!)8WCfiZv0!|kqB}Dm((9j
zEj%`S!Ym6Pi;<UZ+HEktS)*1WkX8FTm%ca5ms4O#KK}yD2?Y>7kH_^VKOlBMKe_$`
z<+RH0XZ+IuP7Pq=w?Nx*F@8r^exuGKoy4*>;$N>i?hNw%ad`$3-}t7*ySfJiZI>X3
z@EimzYu9uj@+n<man<F&>GOBBj#FZP@jTm9p<V+bTm1!e;yIQe;I68mhMUtt$A0!i
zkCE$J45R$txqx}&_>~m%#B&h7e1T?#qP@yW$Bas}{;s3;gg1oW5MstyyaJzLcUavM
zgw2~F%hV$2B?Cu&o^^VSJ`O=5%NDACMC(VLxa?tdWHNElte5zY8EN;{A6*z*xm_!M
z+2Rl)a~^TOl0+U&*krH=ohP&sG9&SnB=N%WI`NFwjR%1HvA=3ma_o?9_yqB%LBIa+
zPL>Izf9&BvFB_lnD7@V7StlGfrY+SfT8(M9-t{F>eO6>@xk{s-^_un3cI6`lxB^36
zYi{6)pAMGX<|b)LP{_c`&zel~eUk+On97sE9&fx>vB-k5QZns*_w+Ai8M#(UnP$$>
ztyz)fvf~|{(PnpeqO|HtlcVL8$&J00I_y6043L}21cpYKt;3WESSG%Y={wEhm~0qR
zJ=VBctt2P|8xkb6Ab(Qtun<!KOLOk`h{pV6gg8H-h26(<-q#F|1(~(CJObbv=dF?M
zuCAc-D*$LHj(9&75uy6Izh`tM(F?I}K2cnB8sv-H&04#K;Z+uc^x~S)jM7%fD<HDQ
zsuz@k%Y7ECKy6Gn?My3iN{j)QpW{I(u=y=3IKDkyd#9)+yZgXezS4b<DarHT{@T&E
z$0Mo+go!%?4bK-*%9YTXumBYwBqDzG3q4)$aZJc@>)GhOdV(_8qa;xB5X0dq?a_H-
z9O<~|rr|F}9@&h}T48JhxH4t3pH3Kw;E$a~P!$;M_v836mx0&Lk4odS+c**$%H*ee
zjQ~oR+j46ZUiZ-dW(8NaLc_}j*NwI*od>PV;giJXcwxM$si%c?d2hYF_e(u|QQb<z
zs~^>3=3s9H;jNiuH&9#KgF0kf{pu0B%!Gg<yk9Ae(<wr9J7kornS#z43<;|a)`b^O
zez^8|3}NB3u!$Mgf#E<gGI5~q(sg@cMJUkx=yLD!ra?gOQ_}lS9_JOiYzwQCG7^=X
zGsC%QGlbiPAH}bV(sx{;)C+&i7w*q^Vx;~45si3J;PuOQXisIH$1QbV<>t6x1Y&U9
z^eOy<8J;~d{zv@{ug)Cjn;Gc<1k*RMs-ugsYOyrv)f&p|5VF&2>F3g+^+dM~(;X4Q
zEC&w%p{D#NfaO8-LoGyr6u;|7*+|Fl6T#$JAzx$G>vx1UWdg;ky%9c~AJR`7?|7iI
zm(!(*cU%)97eGhS22J9Ks$WbVQ1G!e-Hf5x$JVRw$J&`9@fVQGBUM3rTzcv=e#2mP
z(50^rIWiWHg<;H<D6F0Y+|6SYa9jB-wOZ)g)vw~*W(Mr6R4L@NJyLuBsveC(Frdrc
zaJO#BI?FpPH}F*K2a;VLJO|adQ;ABCcf9;!tYoh#UODs1%W$~2OLYX6C`bUgOO#-M
znLs!IgX@?#)w?bhRoS+3h7un2=hBCIp#j6Mqq3<&<Z05=zP0{xD6rBIGt&%)>UZcH
zi}F5P=$g4JB*v9#*g+nze$YEey;3UhHr<DV-%x@$MoKI?v&9EP#OM*5v^Cm@$Qb$a
zoO7kXOc$+X*ry3q+M<@7kGPPPKD<VZ-uJFR6`UQTL`S+Kq97J1F5*Qkti!pGvD9Cu
zS66K!$QI)Y0{goq*%9N$^9dN*cAr-B)z#8&;E9j(JC@CEP^L&PdwtqcG-4Wm_UeR!
z|0YBOdJ_}aa!ff}%MoB}3V#BEx|<A<Hp$Gk9b_1u--9mYQW`)M$8r3eRYMPI_ww&t
z{=9LL@a5!YjD_&Dc^Knemt6gESk<NN#<o4Q_KmlyM+a~VJ|SldQphXDR4$%!!ebU)
zav|q$g{|2w3zB@uQ2=>Nq%Kn+E;KTv!pAhd!P~b98+9{^UaTAHm94}EReTt}4{FQ6
z0kNI*$g1R4>3nAA0>uSktHK--YVL%4JJtKO+B{`$KcErtlNu&oUnX1j8kE<OPKC`&
z?so^9v6%YOSaY?QRr(EEE1nz+Uv|hG2acS?xq`!nv7<v?@M9?llMp4uST9#iD;YoA
zh;TJvSYs%Jbw4f;Sq)6=4<?BCwYlaC7S!==VLEtA$b{()DaUA)?{nP0Xd0<>yjfos
zvSr!+nxGqgzxHX%BU&VJ3!48ro)Uvvp9P`XBp4W5Z~GFb{FGd7!6fB{XYk7tMpK)O
zRF7jic+xvT*$p^fcrj$WV`^H6C#Wo~NWBB6YniO|Mov>Ax^_wHbJM8)*=HB2Vp{aL
z;yQ!Jp4GGkv{z@{I`PX<)|q?V!8*IWp7mlQg5bAj)2G=wYTX>Ne0k%AS!KaJUh*3t
zFL?ngRa5R{P`}ISJNg5Jaqp{`J%)cvTP?b9JzrHK6Nni?@ntC{(wDPlK<TotE4_4F
zgEt7E!r&I~1HD>0R|$_}=4hrm_h?B{r%gklFXiAz2RFH-ZlX!>=4gS`jz9$m(sCxX
zQhu?XL7C{pHz&v6n>9zH)PDuwiqJCEKl#GSZ@RYlz>evm8UAm_JW6XvF2h0#$9PI{
zHEOm$$^%BPYoOh;?Ye4}9MR$TL*_gjIS1;^lpZZQ7#*F8=2xC*M6SE1cMLBd;r8*I
zo?^RQi;i>-c0v8T6htR5LFSG-3+L$hOQtH3(sh(Kh&jq45vQ6VX56?$P%uFFc6H@W
zFx${eb)A0S*Gdo5_t?r%U*;fI^|B7Kb}O3edRTQaVLuJ!87=zlyf#0aH3Tq87YTNs
zUV8T4tTT?juramTpehG_n0ek=h6rx#IzN=M=oasnuIn1J8+Yh`Y^Wc2bh9ZG1IG_O
zE2FJhC?q=D?3KhNlmEbBNGaD9j8Zi^CF9lotqxi6y**jwxocl{Bipr=Aq$q-9C>@B
zi)*?poa+ILqZ+W+N;4r~6GY!RVJ)0(Npl~DuMlz!J~pa_3D%pZy9AgX`mfvWZAgx8
zm9<sjF`092u94`Tw!3~=+TyjV3d*y6ovr%TZMpdSHoDRsQe1jrxEsp!X?3+?lj3nD
zTIoFvbgup;ihAYsnB|`zga-0`Y^Y~zqo$72Qq9Is&Lph)m$$gU^f6MViK91h^2b3H
zFnm)#${&zf3q^`~L1~lEMjF>m#L?Cmw%JGTWp9-6$V+<ftto;0*~J6`wR`;R60W~j
zIun^dvqR4BT4dI3;!d3v#S!LS>XO#rR5nY#)w5Q2ntu4*P3z<NT750Gw_iNIJILQT
zqJHETE%V3OH)lD&75xgg<mB=2)pf9A0hUJ>?F*p#OZJ^Cx-rpQeH7Euc!jwg)hRfs
z$sn38@mM<%EAN7|*`#tbM=V$e+W@BTw%ba`J{MXO-f0F0d%jfLcd80j;VKC>NKOB9
zMn!kPN!>UCo_Z5;?1U+cwqMP(Bw7`=R8jZdA?XtC8IAVzl~OahJY^Z|Wqsutys|S(
zN=(1>@CBGONW+2_@5qnop3=a+jkWisuN0+5{&^=N!4LCk#U@Ta$Fl{6e9%pA#Bp-~
z)j;D87wD<}!pMnKhWplxPKgA*<W+iIs#jUq`aEL^(T^uat{Lzr<=;CdE3SuaFPjfk
zd)I;bvT+~lLCCj*kn-mg3Yp*Rrgi{Cvjdk-6Mv-8JAD5|UCFuM`Q`WH>6wIiBW+`o
zJ9<8ZG7tSC8M?%(lBl<_Xt1W`%ZAlY8wed`evjn{_(iW%L+&t>(+7T&=D0bl8$Bl=
z2Kmo<oaljuoY9Coei+K5zB_uR&XKb+s)*J~to0e1j*uV1&Pwj5xxY|VN9zv_U?*;t
zw500~KGF+{ioT*JkH?hgeb%dfNUDjOy3Gfe{PXKrU20ab;1hv{(I9osBmUjR@nN^U
zk(%^_pIyIS50Q&}m?z|)klNv4F=yT`!ubP`g|#T}d>9ziR_=Gf1C$x89y|Sbd>7)j
z&INZP4Ar;1!P6Wp*|b!3xXHgW#Wu|{eze`4__>ukhMsnGDG2DAZuRh~HVKJ5e8odX
zAnjA^o?VO>g{3&S;j3aXpYZ(_RwC_q+^a6SV0*j_;QqS=hQytOL%e9>xRD##{Xzl1
zreKlxg7RiFsyE{1e@beD?hSrQ@;ne8YUbbhO4ap<c-Arr*ZfV>0*3pYrV;z$p20_-
z5Oy~%ca6cx5)ug;TaGsLXjqgZi>c|WVZ~Q3RTN4dr8m+}PtCN6Ku%xg@8thNjjIv`
zF_sSB=zwg^scBl+3tS!@O5TP?*0<|S^7U393m4zC(;1#A3qTD;7fPFs*!~FfMU_LQ
z?QckGn1W)Le_tpBwGEx3Ng4pbkpveXOw-3qi8-nVmK*XkZso{y4%2<#!P;QdNv_(x
z{xj*&s-UjCBvT}@tz_t&Nh`1PN=XAOH&GH@eTAqp2gk$UqKntkAJ$z3gopD+x>Wu2
zVLP*IC|S+lj~q7`Jm>U&CA>xGnJv<>7u$L+O#4Aa-AoprKpL|m-9z5JQQQ%z6^LKF
z7Uw8o^AscsJ@mIbu)&>DbTijsVml5z&|>YiZ^nxreHx?;y_4Oz**AV)FM8;tS<+Rn
z9e=^;eoXGt8<(AVTc4T9JD;Hb7x-42fS^I<Tmh7<f?|4*zTEkRySgq&fBwVc+RlS7
zntHtPG?NaYr}y19S8C_J21oAgzDknMH+&j<9P!nBnl+ZSNFe8P1$RjWO-eob!_$aS
z_u#tVxc$+%0H2}c3KEc!%na$qfM@zTZ2Gfz@S_G$22CgYD1yW28H`n<$2CsH=k1dV
z3Aa0$j^C)Undx|}#+OZft|J<=sHLt#U&2riBxDgmku`V1!Z_sOr~_nl1D%2MpT(kA
zQPhupteKfI{8K^d@4eiMs^pcoUYSN?RqLDQ80d%H)E+p0Eeyr^ZesUb@$T<dj6K$c
z?FT`z73XSL<Mv(~XqNHHSZ9@~d6kQrWWOwbLSxHfL^=6z%?RJx2cA)-fnq(N@Ys86
z@gt1I#`)`Si0dM}@mo4%b*UrzCkgw{ug<a&9~&Q(EB#I%8)_Py#;pAFN$5nT4DK4l
z?9$)Cf>;I0o*<T+21)WprBo++sMjl!_pL|g0u3wf)FzHi3qX}4o3g<~(RtIs3Ytrj
z&kC`<`WTkB@IW4%>^`iWt%h0GcqiyYz+(UIc+qj|0ZC_CSsb*p8bQo>F}Rq0uj->a
zq0HssWou0N<q&CZ9osj(UrRH54b>9b59DD7f13K&(mT@D=O#(WlE2JEZY`<6za$AS
zYVw!4#gk6dNT+PFm9<WdoUKNCeH?jKh1#+)&J?lwY>{7M!h#K`g3KEau>`e{vLk?Y
zt{G4@?ZYIJQ}wwzZ?dW*d>+&hx+&x}0C@WcsopqO^quO5t$6?>amY+((IYjq-k@@?
zeJ`!DkgLt%H2151&(w0cW_Ni6{pS{d1jLc*E`3;rU&JNyxAllJwp%Vn_|RGocOsx-
zI=fAku)rrMdOIyX0czNXr!$^&gQ5PJ>H~Z0Bcy8&&Xhb?7=`Y*94|7d=Uh-XMe;M-
z#2dl`1zVQ`>=kcI>gIxB>2KG(=6IxCZ{oIt`fN9)U!orkqE+YAJt<`Ci2;x)Z!Qt{
z<O`EQ;6N|s*uk<08TXURX6xD<7?CflJnhs#d|NpH>i*bzLE>uz3JmBE@^d<^^;>P+
z^ae#YfhT}gK}QbD!W8TOd?r#6R6?Ir{|S6@d2n%th5sp936F)Ku?!>mCy*oi(Am*R
z?-k!_5|Y4$hwcvZFN*|*GU3<J%*3;b{0T4S=UU$zV6$nAYUXu{En<A%V*+X?GfCI)
zIw%tHUQn)Qb8J~FY4FJ8U9ayZLEUJK&lZx%s8Jcm_Vmc=eHpZv$7lWJDY^Qrd{nAg
z!zn%S$M@RO&$dO>iiFIpKHy3+3~oWm@<lSGD&<VC<n_mS{$|Ol+{l`$`u+rT?`cd!
zUJ(uSa?zoNO+NXvYVp?_`LT@dFJx431{c`jW_jnqSGQN+BW@#x(*XbumZor`>0c(k
z@omNT{Fc!0?F~{}!1*k*+LJ@bL+N8CzdWAf*W1%-{WT`P>p|o9zzIT}fXB3+<*lHs
z28H~~-8bKujjQrEAItMRUW*c44%4@5V4vP=%0!Gv9(7IW7&Fx0+*TZW_BSBEvs5Su
zbooR*rp7O*dLu~-%S>tZOW>ym!v31cI5a|*3Xsz<wU-@=ciA)_BRCh5)!4u1pSw=o
z9)d+NA=qSKGuCi}+~m%#t~<BtEliMlhSUy>&yAdSVn{{71$Bt4A${?UlgE3pJ`>Rd
zMe+lh!P=fDm;xZsw?PYl%P51H7`$c8yGo)>#ck^cbH{nQ)2bdmG+o%@_Sj-ixB7$^
zPCjwN9ahfF5(JxY#rRW>+AUveeXis(i0(u#W}?muo+Y6BN-05&Za5&ue2{!Tuj^uC
zeuzi<jV0a|mE+RF3$7)tjzlJ|*M#yoI70W|9h=+<BFW)!V<Jh$F^}E;j_y4hm1RN*
z<0nhtX|@e*ztPN98+H&B-SflpGu6i5;Zxjp(pUk`zrz(v?#BX$$O;ck#nUqZiY`gG
zm^01~YeLUSPW+bL*&J$j9+k!gi2+9dkGyLo+Eba5?_PcHn+z3MOV0{zT&@jyM<PhG
zt+zD6wfy3joV>DB*I|%)&Qng8+tc+}k8E-;^s%!%6Ys^He+T&H@19}&CGLYr#)Y{2
z|7lU=y>Ni=@s}=C9u1Qw#tRP>ZLWn1|2;HMo~Nnw?el+1^p8&bzt8ypk8}0^pJB5=
zg29E<WXf!8O4-Xx2-h7r!$b*lyfSlKU)K1(yTyC+Q@m-L>54_?$ftYmOZj}R6p<%?
zwhu1?ACC~w{MKB_*6ZJP9eG3IqO0(be5I(+{9I&MEds+zb~H;peD!hWPXw|_(l=5~
zrNq9j7@7>ul);LG$zhlin5Zu{q^t$KvrF-%XnDeu{0Zp;vT0u*aiss6=}(j@%nRAW
z>+v=a7Bno(ZNp}M{83vwHxJ`Fj=SoRX)pNG1F^4elZ04R;fcKOt;LBZohH!U8eIN&
zr7kdEvztLB4Ha{z<OdxineEfw4Zc)jQGjOunm1`2r#T~)GEj?L_ab0n<GsKn3#WgB
zpfL{_D=~3Z!5X(HaaLivkjKQ|h^9`K*-n8z^_uEm^ZJ7^DdLoC-uMi|JnK_V)mRek
zDeK25s<`vCctG9(7zNr|k!T*!36)a4E7hcEArcBs>atzn?4(Sl=~Z&i+*Wt(`^KS1
zKPAeUcZSU(aq*J<Bj|K*PNR=GuDj9c{_hvM(j->2<9xsa2o5vQh=`!hc%%uO0@%Ln
z5lM%ML^9C-(jqume!TC5v_*BRRyy0h6QeRo-b;H%95uliL_(JF0h`V`)=Cy{M>L;G
zfyXvQu+^PSib5`*a4sR_;r9?E(UeMUZmF-!n$Jf`i+LqE{nvvHItOayh}Jxlcg9mr
zWoMXT*{Tdz32s&&5J@xf)jIo^XYn2@{$~P%Wol-F&n+8A=sJk36W1EW%c=(4eKFmk
z?2hJ;8KsFe2R~>;6Xz0mB1V{OShd0*`|y(JsXvNLHTn0{SL_fxq5OGqD?;B_n(n{u
zT~;_qBJR&TI^eA)du_Y?*_CK@yLrd_>^Y+L>lAyeeW0*x5JTs(BhxIkyqiWQBKe44
z>ysC}I2TYVkWDFdPWt8PlsZ_+MoP>Yvj6Z4={vBd8dcyf@OaQ)$JggUd`%<-jnmYz
zhu(cu7i=TC#~9pLP;!OjnSUxca^7m0Vs6Ft!w3FmvSCt-e|s^rdq4^_SrPXx_7fp?
z>{E^g%wn~PB7-JkSE{$20(snXV@~QK4}||b;2m1*2#9(d_fVFjtUETBy8)I{Nkd*U
zSzGhnT9)+i)$E`(dtRPJFtJ_|@h7wKpGe(mkZ9f;&dl&)?V(Pe_2zWziE-x|Z(&|&
zGp@UuGQXqA-9b_7`j-#uXX%$)baoS+wzH)fm0<fXo?+=M<okgyY`whmbxfa|q{eU|
ze;6jyP)+zD2Whn0597KB%wnxOC7Y2wHbS6T_gCZPyR+I@{!%^(c>!}VF9|Y>-<4ru
z*r7Sh^Ui`b^l5E*iz8YeX-Aow@#ep9BFc8U`)r3ZH{rE1g<D_QG%6#cZHtHZZn-wx
zV3Kgxa_q%VJVN(hqj{CwFgc3tEME*RMADeLX;Tu4?=?*1+D9t~-09**VeYFXzyqFP
zs9k7{>MI=RIHDsCN{y%2iIPejK!%-Po-n+?*%W;)A@KDR26k*fk5QU#puB=<dkXF;
z>pjlPkPWG?gsrKYTQsuoQvwrWPbYtczv#(eK4X<{0Azb-;!)wobry9<{gN{avhQaB
z!Qm1yq(3KGLteiSp0ftDd&^auzn(t(q$MS}vmUQ*+fjx6422!C`F?QziJK9Nti8{b
zk&PHLvcJ9T;2<b=eb#lQ9=;XsXdqyv#Y<#BwD5+B&39^j$@MK+8Kjzz75-vFA_D&Y
zkl7pSS=bdGhZ?6&$#~}T1>!57PmGI}=w}~{J`r$TCoFR*QuS;G&4EiLRDBAn?^^+~
zanZcdp!pu<gZwG0-?54fEZ(7l&>9JXX&Sc#=Sb7Jk+OzDmqcr!kW@<Zq44nwBc)T2
z6?^~tDPIlu1zL-2Lc*e-`V&t^rHl1u^Itn$S!@~54QMZuStXieBaoKG(GvQj4`Afa
z?Tq(KEqvAP=97J}nXc^r=;7WZxryiAse}q?hnK!_PORw--#2t$w!8miM)cDpP1~C2
z@`MJ(I<G$E!cy5pq3}b6Ox139-?DRQ9#tOi>xd}NxDOi>lmyIJ>Q!P^g!mjiBhMba
zEtG!BD!ZoF95F-u!TzCGPr=~FdIrN^Z@mRw1+;fl>B%c{x%(d|4u`+y$&SBhsS#6P
zWaV@B=;tk3!&LNSRhhGy@}nMK+CHXFrl7w5<+v=)U|@5KCj*Z?^O`Z_fyEi@P`q=q
zC63kU`dz(mklHh1O>_{^AHdp}Oa;=nxHp+crW|BA!-eeT&ILb8Uy=@AE4*IaR|u=l
z{Lwsh(3Yy;=#p3ZXp^^!L^W?qw9-r$D^_v7@Yh1~IK}RbZ&ybgzi7~NycHh~S#k|%
zan7Oxz7#Ou((Vi`n3cB3eL^M`@m?CY)Q?F=IDIk7cX%@&?~`yFp1rG`KOO0Gv#8Y6
zwTWu9ODUZv^m2_Q(KE(Okqo(z*idRtv0c^c*eBDMFD?IF^uP=8#be>&cJqE&^v}0^
zX2nf{@6k>lKS;tt#F;wYYNr`59!X@l#fPZYZsNBXN+Y{0)2_)p`CSQum#=tjKEh0g
zBQ&?@1-H|<5$jz+LvEkXF@GHxpM25L1*=jijdAaCzx<&R*Fd+Pp;o$7CZ$M`^4Z)`
z`t%3ARiUYV%a;<UPQO!RBKQ#oXwH?Zz?$pR{Sfyjnol^g8ildS6O~F|l(iMP;HTj1
zOU~Y@(j3Ct50^1CDuA_p&}8V({a(Doly5cdoKa-sv`Pj_5ss6TmEogcofPA*Udm~h
zv@vi$z^;GsP5d=s#o54P-ns{NFW>JSk}G@Pyu7<P)OnDTZ}E}8*1*#MAlR;i)mMsG
zT729r7z?M)V=fy@)*18(2S_$`G~p43id7~PgxU2nF<(akuI(3iVf%il)ym#>hkj{3
zq5WHHkVu6wmOs00%?l{IJBqRHI>E2>V!TJ))bYODWaUq<&>sGR5Z?*`9{$2w?gxuI
zaZXn3FO7YuqZ*Wxj^5ZlVCw9^)Fh=G$ly%Zl@GKbwV8G^q}_Rkp918~;hd}F`6$BY
z#=;OH(~tY2^KO;n(^@b8TvBRYJVvC4Fs2r{4Qr2CH7LHvg+8Ktt7qy*x<{eaq%ue_
zn!C6d7cB&SF#4n8*8ud_tC7TeTl5%LjbE%6+uK<En~#G9_LZc=0*n!s#eBNXKRbu|
z<N$f{?9psP9Y@^x`$AdKcHG8`%7mXsd|xZJUORK!b}V{mfno1;yF`iQAum(Y-K^!m
z6B?>c5{qV~wVAD@Nm%01CMRfH;SHJ~(&<yA?#Tg1)5c;!o~8plvh$aLf*yUNT*&7n
zGDs>NQkfogn}DZ0KVrEsoNV>Ocv7er-AP`Wr$_AEyr9tG?Qu}~%z;>Pw+Uq%u@>j2
zTPu=3mxTaabwxi_+O#XXbN)rDw0&W*)o8r@(_(wGetB1@h?}#pv*?U(PL7RJH+P=u
z{U?*Lsx%TT;osTCF6+N2OkPr+j5W`W(mB|C(0LGZ-zvmDK!&0v#ZO6?72K)dGeF>4
z^`&RbuBbAZ_x+oP!PA;y-w>Q|gZXMsy9<N&31_)Wl6cYHhTX1*CM%EIB|J~rVr1wK
zFYO}|usT1<^3=Fv2la_ob=DeBW9~^{XHxW=+S=*vnmdcu4Mre(P#`91yxpazYhw3g
z=bq|?f}HYoJV2nK9?$n|rQzfQK_TUguRkh&<DxGr#kNRFhmXJ`C|i`=beRy_MM#?|
zTg4T6;_P(kmrVEDm*;L`3#beBQQQdW3XS2(&M!WklKUz+xYDhUzZOdSMKsHug;X-X
z*3mZ9F(s`Z)zV{9IHSc<f*$H<BPtFSgsTb(WbT0sj@n0wdG<xsn2WNOhuz{8XLhAd
zKF&5&SIXAQE%UtD<7GtZZKb5ak2{I4D(GU}l8)8^b(?e8>qf(kwMZ7_u%<loEENG7
z%zLvVi%mToj?V^qNqqs-y(k|2%z1P5(tY?X9_`8TdOx`wcN)q20~3Nx+*$^2iqx~G
z-P5g4cxW}Aq`l)0c*j*5*3e{km@+T9*9iLlq?-Q_nyV<7(psqYmTwq1$*HOG(Qn%N
zx@1!t^d@IATbqp@Yo_%(P8N`L8Kwq))7OlBIS;g}O|`j)X(H?Xif`~qcT3q?V;$PS
zV>Q@Cp2=W-1J{9-gY}zON<)tE!<el2YEF2}T7}Q+NNg(kLr_R}WE#r?B_+PO(-_uB
z@`2Mn<5`rt#kJ=x+E!AJ&Ps{OO8FY5o1N<_#2b43mP;uZ*d9)@$h9!Dm+vhYiHoAX
z8F!B}?x^47<Md76|3O6vNqzU@6-!jX{jVRNjz4qQEv5bjsHLd412&1kXY3jj9Nnab
zuPUCEN<N^${QaU>^2;t&QsKb@`T0u>d-I2&nlv3AS~%S_#*$6l2khdvac%FDRysz0
zJoH}Ew%#f^5=ib(^8zGqmreKXv~@xkh~*LqTt{jTn4WX0GMU#VKAia2U>2&+uyFWp
z^}K+ewl8C1p8ZRs8T;(J!E{{Lz&VU7|Lg|cmXC|167Dl@M6#_OKY3_Z+3XhfN0Mad
z67}wX5pq1F2jx3FejGm5-=NOv(iZP-j{0q5F?CP+$-RRdZ1uB{+Kr1~7Zstj&pK_o
zT%p7D^uY0i2wdIrAgR)g`>p2mJKayyJV7Gk<BU_a*{yb!r~s;-stZKx=R!K9`@0ll
zZ2C??n@mwxu=PM*nA}zMFlKOI_SVkItR!5JNU2Kf%QS(rrT(h^TDDLVyzhW#?ToLA
z0sa|(x)mB>Ls>fgLe<(FE~<zQ!G|Rzh^6(8+Y#*BClBn<1%{ix${GC;FfaPbHxPz_
z)7dhz(dhmtsm69eB&>I<NVwVg!g%e1`UYcj$n&ug(1>_K5}lpR!uzfo4}56}4!P|d
zjINEK<7v>(5<8OLmNeCTzd>_6%w=V%VOwlVDp*$hjGaK`I>?q&QZJpm+ElJr6iv`!
zC-PR;^zjo%^l;!fbwkHOhw|lCpWGpp42ai>fM#Tm9uOKHQg-~o{1`@B0W!fWehd5u
zil1fXpih$u6plX40h!11met+Rir9W>eRU6N9MmlCw<^RZxgXXbSF&{KZ|e5>{oM1T
zP7%E(JwImlKQAWcZn*nssD8Z)RWag@M8;lKKf`KzL2y>>^`iRV>@xy)PKMKw!|az^
zVN+m{@AEg%2iKxQ#Cv)-WLb?nD|8=nxp{(ML>IRB<93>)yA(<HHpgoZ=&EI;PwCiw
z&87zucq*MXUfjwlU|04_F~mzQtZp`FPARwgfUOMgTIdCx7{I86XCn74XKSpf|LPVO
zpePakmh;yo1`UF!REy$hHthlIcvkOnYic&VF6~=pRWezG2Y}uKJi$ejtkRs0fhD=I
zBxL;I3(|A0Zi@~YWO8GzdPc;ae)uXxGx+$0Qnnn+y>B7WVM+K5k2)4=Rphq$f`|^y
zgPu88dd0y)*X!5SpN2W&5w}(G7|s*XhWwm49ZnJDfj<Zj!S-)Sns`<0TJb9SxAE8R
zQhC~=_vL#1vu@Kxzbg)usVbN6W1f1?*5UnPJ+u?O3Y{@x!wR$W6UHX<wkUSXAU>j*
zc5l`CJ{Qg)xbQA^K*W|pZ)D@jg+TZPop(!C`W7qaT-Q%(8_T8G6gg}Di5JTKoAY=x
zFH>H>^nc!@f4r0D%P_<D!{A`j50z+Y>!!S%EEJdFF?_Gp^g&J9o;No<OKh-v%1*H4
z>Y>oJjdpC@2XA+?lp%r{pdM+Q*O^narJ)eo!Pva*HUtb)ND4R~_5j**aZ#}AQE)V{
z4I@S9pP=JE@fz=eW&@ASWJ?gpz6I_Jo2WC2(P{A_RhL9YqN?}(PxtNpqLjcsfVA;q
z;pC#+7sq|cl^Rg|qp)u^eBxU!U!SY1*Uop~sci|fOlDCuOjrYM7>Dc;9!g_j9On|n
zlo<L@{PEk>4wHE&{_A&i8XfG?*>fm`5n7S4I>y?5fBRPQUfVA;wrzqhU)3Z(VR-{l
z=4%6BGVYn%7F;Z=pj_DutGagXccNi(50Nd$#dU-WuIDG;MR9opT~mvIdp8t+DczmB
z{44+wf`!<&alLc>F4dcBeG6frV<W0ES@DeoSEO3IpTPH1-4D_B*{m!j(fOGVcLC)8
z=p~u6>nzJx!{-AQ`#cG3*+$*o^QQK;<H`lXAHQ~M)y~U#X0}$mUZU<ZV=Iw;S`}8h
zu`1$Rsv$#2tDU6lTBu)~sdx3Hm5-sO+!b>G@q$ZbFcfxghu92QnO33o?}vB%;vlBe
z0)1Q7g%4W`4xQ3321RsNN3(BQ3kEHCA10(_2VjKdYiqagI@jLYd|l~l;rgN=Zu*I_
zP)Wt6hfox-S@&)=yhecH&I}+&lZ34+3>!0nUV*>LVL%BEpy*~yKp9<h800s|SGRJj
z(J#?bZ&woWr9^LaX3ATQVT&C^3i;ph!0Y{FnHDgaLwF39xq0YgKB4n?@0-@~kkIJL
zcYV8^?G0F5>8`p_*~duC{9pNAYt!W{5`6@Jl+vQpFn%-GQ_{X9+LF2MP^^nf{6MKa
z*-3u-L|H_KRjsmm_-^P;fW8OOa5t4+k0auajV@5@h>Vqw>*Q5BAG|gYRXWX$n`=%#
z&W74C)+(0?q1S%c?wJ&?c3NRbQ4=f~^I95q`}fCmt?KS-2{=nB?wH6o^~?Ltb0m;f
zzxWzkW=MoL_OOTM-b@eNJFdlR;%VJG7u*-e%M)5Mz_ts2xfqzu4#BFHWGh);9y{&Y
zcDD6#t}Fa>CIxZOu%t^Gxn`&p0GY6S$^B}r;6+8#%D4)7J_a$B;3@vv`jeMhsp;o$
zM21(ijcK)Rb#;NdDyCtdL#x%8rxe_vXt!?139EGM!nX4`Wz|O#;iqPN+mz6}Zz0eL
z2n4<cP|JXBJM4jmlzW>)$!6?<YCvCiQ$oM_G0>S~ww_<U7UOJx<Sbl3g_b!LE-}8k
zciS+Wl5Yy=h~vu6V)PHY;B>P7fP@YcG$Mo87b{j#_U1^xpL7k-B#)9fDAU=uS%X|K
zgm|qbZ3P|I===k_LMTPVGTf+U-rnjzo59013_6w2+a3##VQZt$fOz!>^euijAYyX_
zz84@3XgEl^0D87CZl&eRUKa=l&%=X{7*g`|iCbko`sIF1x9um3eu#syWjvM%B9;hI
z+3}#eH2F;Nnd?$4z8y~>WXPtl#Gf2KAg}aW^8>Y&AP$>|K@J-WWk+TS`63?{l5JJ`
zhVrB3%WkP^d=|&|67@48mk(1VSY8i>nY4c<js4kQqQvA&0Xi<y5l}#1;A@@zUQpKw
zClwST&GAnrHOx^=eh}osBqaZ!hS}WzQKz9dCT{Gf-V)2qsb>cnUOluQ+1pq<9CvBG
z@*e%-!%yDH8;sJeIwq5E45hV70GMc!B)uh81rj!`7%hY$hJ2s@qbJn*(<4#3x-ng^
zBY(*R#qxJL(tQEIfOZYECaIMzg2t8-VMsX6iX-br{U1X;&-_vD9kLkvzn6+8_{<ct
z|B=s2J=6Yda9zTGWOZMpzs&z`>>}s=pA<I96K15wwrI_N-&v8*bph#m2z;Z%t)>_}
zw{hpkllI#NQee#Uy9;+B)VKe=h~=M<B<gdYUitdGVD&2msW@t<^6$R1yztntSQ+wv
ze>e2zLp5<<T+?!pDph(kq`7$RsOV0P5kO_f(gz=U5a?a)jbBLS>pkU&lY0>N)WWK{
z!$gg-J!Sa*ckk%OAOERZ10QG5FSQsw>e0iHX29<86`CkABOmuoNr*gevOxL1lC=yP
zdcup5m*|)SXDBbCbKT|G>`E?vs9v~{kL;Q+G0(p^!>GWHk?eI;_QMnbnDd)5R+=Nn
zDP@75xv|9<JA$=T@yN2fEDS(Ls#ZI5*jWFX_O}T+zM1vmJMuWOA2#0e%qOhto_Ox1
zjh4sW_zgU)7t4=&tdI3|yM3$}5%g2TU=+%?i=FqPr`5eNQn5Jr`#R0jWwDy?skchj
z1hrcs>kG3XrDFheM(;fgQq$l4AH=<NR2&Pp?b{GE1lQn=yK4v%9D=(OG`LG}cM0wi
zG`Iza;2PZB9fG^&70KS;+2`IPZ=84Uc>gg5bW>g3UA5L+bN*HUz8Ro4hkdzum;Wqz
z!+&Q)hLOOS*?|C*&lC~CI~h6(wWeQJ4$Y=npPJ!2gF54HgN_S^E%a|_b{fo&E>hpl
zXId}ck614uf`D9ldF2QZ73D3E+Kkxa;rE>`uy_~qmkeH9Ys=)6>MB?jJf?zBI!%>-
zC3*^!!+fvH`ntII8t;Xji-hjPzWGM5gZ5aajqbHy3+BImRxcn*t6g1_57AhlQKc%f
zAIg2!ie-8cotqe&@G?Em_hv5$PPJnF##t6t?B7f;&e`bvI-#sIUNb-0;~lp5`gCA^
zl3&ahVhhO987q-g^kbMQJWLiA4?C)NrJ{rB1fY2)Cma2A1(WMYy~G3Sb4Hy|K#=XI
z1Py5I;Jccn@qs78@AA>u<nG^zJ2SP$<4UIHr#FDWJ`z|&9l+({dvD~m+D`Mwpv`N*
z04pcO(~@o~(4shvegB?wjTRON)DLZ>rk-ekeqEKOFS9t8cYeLr3I=lf$G7|?pI3t&
z^?@v11rk5hNx}%i4&ej4RnyD149A-Sp>L=U4+#9(zaD8hwc$XY4yF04M}GC4MW*Ch
z8>-^wtKnX8DpAfw)?ST;@RnE+ZZ+!&1lj!e(*5B78R<TlD_`mm_UvTIT5fUX*O;Nf
zRB!(hu4d0SwO=ZWBj-&I1Wg3~rCzl2!{=@br<AE1Z_;)QAE|;z(sPF<FY8u5dusRF
zL+v&#UtPG347<G<a9z;_Jg<(N=~y*r3h(ZOqdcjXyLn-JhljT7s%oP(Pz3M9-^y2D
zF?4C2uIzj#%Dhw`Y~4CvX<rydAJGlI1y$@2d+I+8VORmF|6k`6A8!$U36fO!^Lo)d
zXRPy0l{I@C=!yb$#g(f*jZvB>^I9P`z#*{K*?h>!iaWc<sppf4EZSTT<1lo806f7p
zTK6I+NCA&kDuR+4Dr&0%s0z5xKGtmLdT`#GTPdv?{R}=8ETH(RG2LsJ|Bjnrz3j(B
zL6*qH6u6bjzL<}pWr1|OOndpB`(l*vGpV~%UY1X>rDALA9mjXxiQ)>96Bx<3r|~kW
zS1k&^^?SYJu|?(*^XfC&tT_Jg?uv&ojE#C7xo~9x+PwM52EX`MXoWFi3&wY8?0KyR
z=iZHoNHp$EW_{!@3yR%afuTw0UC|ELd86J+2y;H>7=PTMWkPIqas$q__6MR8Vp2Dx
z*4we&&osK+rEzEJiC30`1&=@9G}oeK9_&9Vu!|jRESzhEw^ZgFMtmFnN{iUZhE1Gn
zJxie$0@s_Tx=s(WxsI=QSbKdFbbOO$zHG8b(fp`ze0=1Je|yUJh}=^{(3|Qg4SR*(
z6&<`&rxke`ouRAn>yw0j0JTrjAA!H*{9gh;;n~Cpvu76@G%a|m@FRMB_@my?XSgj~
zquik#Ha_G2bt(;CuQ10JsSZ0nCYI@5{=YT;OP>ijnyF@^p^stm9{hZJlN5BCOq;qN
z0L`&P+F%Fs?7YYMxI6I0cqabO`DGb6?nrIe$YQSyoZic9j_&ccsS4>awoA*qRM~P3
z)X`=tEiY3|(Tn&Wj#!OzZ1HC>fhfnQqDfZzL3-B7Iwes8fHeQp=jU$f4`4tri(ulc
z-OZu&63iYanPR?-k~yX(@WvAx(xAY7+>Cs;Tj^55#jCC-b0$PBZ6obitJzANsNs%6
z$mD$vVDeP7u)bzfWt{EMX<W34`}VarP64MV{uS%n?r%G9!yezfq*nH-K87!anySt-
zJ#sd=n-XcLt$c0#WD<|=ap`~HI<K0Rv-GHdzfxvL+UVy(EzlM-ssH$B+R0-aIYI`0
zAsU1mwWY>$CDd$P_*CxYHuAdO!pF8GF-aGqts~%*Q7}*Ql@NcIhe4|fer9_BK?eUW
zSy;|h?{L>_H)4KDxj`&9ct`AQnDgnKhN+@AbnGflCPU7eQ}~F=A@XO<?!&t;JVh~d
z`jc8zH||t^ALx;yd&P_Q=cR|UX*^fsIAh|5R1Tdhk3Y~6m667-lX!6q^L+ISlO}8z
zBeK&uZZwDHkD*N$94I@4I19x|NdPXjvo57s9?aY}&kolQ$25@ag-{AX3|_#Dso;)O
z(yQ{vE&|s_XW48nGlmQvRFcDw)YgvoW@PgC1g5m%E~Xz^PfLofY+v#Yw@?%HTJ{vp
z26{&Oj2p3~MOfdbLBzO_hZWU~FC)jNr8027J)U$?pSd4UIfQQR1V+=#i!*FxJh)%@
ztmu3iny1h=N!0Oc_Sbih6JDq5B+9F{TTJOx-@^-4eZ=N;#@C*iq$Bx^D)A-8VhRiA
znm}n8l~iHM1%Kvhyu<>-AI=#C)i%=U@_ldGDotYP8-Hp37=*;#U#QvqD1z%EC<58W
zZCpgwcu$x|c&w3LGeham-zSSH{&mU>i`SmXY|Y8+o;NwhZLa>jD~DWs^~nMb(%uyd
zn>`rfhGsUWFS1AR$-)l&7?bFFKh3QVv<0)RtJtOzIc&}h<fy<?eAMGJmKp2@M=_Ku
zCRM>9kOlNd6_wm|#tYj{&W6N_(jM^5Ta9U%ag;S(L28lzz%PVm02`udK9ZOYB?m2t
zNDqu^S=h$$N8aN)xh%XIFxRxC=MqfP71?8SN=7ZD&Nevx`H=w&E*?Ipl{+_X``zxF
zMRGMNOQI&-V*JTiT9wyf<sMwK{;a_PKMHvP9YWDY{wK`)fqX1Y1YT3`R|n2H49ms(
z-#7D8cqVB0aSohqUkD_{#&uXO+!e^zyszD#>eDcG;N#Y+I*@8tM`aS8axQh5qQ02*
z&@pOE^yjstPFM)7s?=KWqhfLm;7O;Ombf#z=WeI&qS^cMe2%k75&Jq1biD_#v_jpw
zqMCLdG5J`p${S6mGs+FBrMYx4%iS*zE`D)w8Q%w}J-}U;*e&z?yj4U!@Y`Xbt%#Zx
z(?oZ2WsWO@7T2?F3uwLcQD%q(-HH{4_}vc{6`1KWt}pQf`BY-rSvt*^B1dWMYGixX
zLu^42qI>XdzXFqf8<#}n&Nd}TQA$-G`b(ULlC^C|ecPxQ_e27h`GX}`?^Ms+%|Y`L
zhb52m>fSuZ-?P*TNmb44AmvHsuvU&<6Xkx9arC%I-}7AFdqu<@sK1{CSiHhH3=b16
zxa8}cFF5bH6X=w#&o>2k=^2o5)@N2!OU_<?V0qV9B;Q0<YkBm#x8^&vW&5mk#--I2
zR5H3ScshvV*gNX=`zw2u>f#YcZVY#^<WXIhr)QiG5MCq=kXdz1a?Vf{LlK9y+tWSB
z*LIs;BRFt=GxGfx`pqCA=>1CQg$wEk?8!?ZliRh=DKAQX$$ju}NavUVAS!dJ3OB*7
z$P32YHw+1@u_W9jpJOhw*rcTzo9pYav^^ow{E<hAZSjLLe|{+el4}#RZ$TjAjknA(
z(_QdJf}N_!4Wza;ojSzaP7$ThV)wf;9O;+XnoLpn)B0?8>q2b2W44h&v*^Ashcl4U
zZZ+GjN!Zn|6>-%k3uVyOLMRepRLEMK^2@DQ)kV?`@%ZF-#MBL|>(T0+4(21T9Eh&O
zx@M{1I4IS85x|CD_NdVBXjdM=C7_dE9v3w?ozRRZk^J3Apz_;M-Hnbf$)miN!1wg~
zj&3C+=;%pt=W^v78ic*>@#{qOlhNimgqBm@#l!W|ZBBc?KOx*lmX7)dbn$D6rnF(_
zh#CoTlfdr7cN7;yP57IBACe*9oA!LNd8D~54#RrI5VkvL@`J5%>CeQqDhP^S+`-f{
z59#J@ZG;v~Glv$)`Nr0cyVsS^Q1}lTzPW&KVV&lXSv9bB*1h@-=5gO%I$xVYt)2jX
zD*v^G+@RI#b<N@4U`w>@n$gU+HtYp;e6M}FiEtX^#YVKYKw|Z?qO3hzF{B@kJkqgj
zSM>*J!B`_1N$5qz1K2m!#Zg%9JcXEo{`+d$97FFB^UAJLLS}ClSDEwXCS1`RToH9h
z@K&N;iXQy7YWoz?ZguM?5-@dS8y_y8TG-^5`93OPCOm|nCV20fSmfAf)wHY9M@ff1
z9@?0srH5ImSF_6UVu%?kD*CvBKi=PRmoc(R;H8-lWQX-5pX;=5L%ly2gL`fAhNYe5
zGpEH{pI;`yy<bmZu3Zv6HGWxc*!8m~Y?Lc+ftuHsuDQ$kA5=dD$a-|7d+|M4sFmD%
z+<ZHq=eNI>u7KhX_0EDcqQFkzwdh5v6D@T=?DlvMW2f>eVRX38H^H)8H~jk9B@C1Z
zDvWkdrZZ0JRjm?>wd(c(v*{573i-*C$y_sFZz+AHd?~;noXpRrsm^Yie_6YwZLF4m
ztK1mwm^JMSOf0_(M2oG5!qYOROLb=Pe9=UBJ_}BeqQt3=JTB?W_)nfPDun```hH=&
z30skep!xgRPc}7qVHV1-BFtO9o!HmDa$Lbot1Fe8e&=g7+k(EfJ6`i*cr3=(XTGkI
zzb%z84v|XGnCX;^giQOLgRj<-3W9#n0_Hj0Y_zR=hs8^xh1z*6@J8dC@WQA#*&Ek;
z5eb$9)V`3}R$t$LScLb&wAL*3$nNb8iHYnf=%Bns><Q${(q_0Ld5#uo{rjOuaXQZq
z*NFlv=3{NO4bkv~70dfc)i$UYUkY%jD6w1Oq;l+qb*?t>TXbAww@b`04pfp02oFM|
z+2|34*78XRCK)K-sL-ybR~De5Cl~z))-xb&&MEXkiR5A$^H;YWR+0T&TOR6=DKh08
zfKu%vq|Woh(MNm+iA5~z^|<A`R?GXBk8_EIWtXIexPa*^3Uy=o-YBp%Oub3F$y+~Z
zNC7Yhn}n)6dpMySO2YqT55}PTdd2o*y|xa8ygwDHB2qBb6-paUO^-odXn4YS-9zj0
zAUHUA6hh+Df<Qn;dwTe2j`Z_O#_&%%l!@=FqQ$PR3*(gfo?t!QtUjg<85NOkTCXyJ
z;@WPgP2uh(fmQd?s2QQznB0J;u1L_ORtWCW)cA$-N@t76Xo2pwuj+SNiy&)y@Ya!m
ze#g6m2H|f~5-_%^9m7`!UQCtgk>nKCLoZoE=}s)mX#CBG`*)<(`O&t2YRFV&DKgHs
z&`6ek$!&eV!btp5Qp2=n=U$GnfVH8HGT;1t_10Wb`c5a0*ujj9y0N40Rrgd&<jnf+
z$P*OOr~up^Zn}}+&e)dJ?r@j#cD5t|y>P;(kz}?3^z`oNh-pm~dFqAJX>{%PgMx>(
z=vcAU4VfZ?R<zTdDoyv>JhprlQ6HooiPRtO#Lav-$1+2?&u#8C8cw2GNFor!$oT8k
zoQ!Zet8dSSb=h*uKJ$nLBba|hgNwiKl&F5vPdpW!lbE9}((b?P&}01Kev~yRLgJ+|
z;2>>euq9rwgX^qcYk!)r56R=a*+^yJg@Sr!P_SL+&|q<y(-uAA-(BXqe6g*HMw;uA
zT^V9uL!vA9CR1#FX+`;XCK_Y>-eWXuOFlAApaw7irwBHc&@&mzD-VzPPPlmr#|(~H
z>GsaDt~fR>)rJnnMWBqE>x&Ebz0f{`WM(#~EY68Y8g}0o@%Ka=d#6Iok2YT@=iKZV
zM8aO2!&5MTt^2p{HzVrnyQ&#nnVfMBR{XP#GueoUtcF>V0WK@RQwUU{w`C12ksEuo
z<FgG;)Mcrpw_|-4%Q82k)||+iWHZTLr{lGb71Ea-CJ?#L`fG`>cPK<GQ3$DeuI%^0
zQ=BS4_3aqXCyluxyG82Efv@35bi4w-pU5tP4fpxRJ4`A~QY!+O3yX?KP4+A)Q|%+*
zOtS`F)9D1s_iG*g@-(t<deo+p%$|VGjx`U1{N~f?vY3?9`5Bz!!MmZ!$lBPVjibYw
zc04(Chsr`A-loQTY*vIG6MaSZet)<gppiJ_p8cxdk|}9DeZl2=K?Pa`aFUV5X8uqH
zz`PjFSmjyQpl{(L@l2vnuq(xnR%G05YQ2qyz=)E-HqDM1lkOhh5~Ulf3{Ep9&oQSy
zCp{IBAbk;0Up9YJDZBn?UUq05puY+bNxEam6<K$NT0HInQSy5zAm>Ffe0U>_>>c|{
zspH~Y?o9-`;F~tK*3gMxpHa{P)H+Vii2Y|L<@=`EKD$Fn!8*56N%}{bB*`~r!+at3
z?+T29|K6Pw>lgJp0tI@|0cA&w4=vx1rv~^{$m_^CJTC93!k!ZKZ#HL}{hq3%Z2IY@
zz9MiT=?)F=?)Up}vdRjf!DJjM@l&JP{JXKD`Fvk9J>O7JPyk%1(YFAfHi=jBI+<_k
zf%N(WK6&lcP<KL&Jt@{S=>*0`$%qt%rbw~!p)<Ys$m-1=$8*ow?K$Hc_32rfCiHr+
zO#{G1zkv|XKRlMjFjC59bOBap;2)ek&k?+d|90fUqyjlYfNs%E`%JcZ4nPYOv(K9O
z|HdK!$P=B*BGt7?MaQv!v9}b1pC17*Gx-4f|AVJ0Ia)0|7D1uGTC~_zx5CqU*b0u=
zA0&V=-I1g6*8?^*WCuaO()n8l4Ob*`KY;+X)zv-;Wfrs4%vI>U0Ih1S%wrZll(6b-
zQpx`D|B8RCpHY^dF(o5pXmx)L0?1o`WLjRb(^Ws@YLF&L^X+!(y#|>7`Stz|Avm))
zc8FP(et3)^0_0GTx6fyj-;ZM14L&G(Hhn)`<?DOVP8t9l6(F8Ie{A+ep%C=tFJdCf
zIBdQJ&hj%w?U<(P$5E3tEYo8~*z-~6>H^22^$`(f^6#_uPapIDb;Ggg{)II_81jbf
z!)VjO-!uzFH)}AxlD`=L&$Zb;hpb4!5<!^cA8fS6^5fnQ;+S)us)12RNvP)jrZ9jp
z^sA0Qk>O7_zzJ8aVZt4Wx*4Hp-mpjIzsuvGf+wYl`<oj8cnf90{{DG7!1?quBk~($
zO2I5)Fckpmia5T$IHSN4)O;|808GlWa=Inx2~|2q5|d$HRZxpd_4U$gievc8($N3F
zL<|T19t7D(JhAAbCsZ&}ezA}(nO(m;>Sxk9%WOavwddn>jN{bs!~sl~W*a!@@ewKp
z9fz}mdiKzPRHE#&7z@araC><Fg<JTalB1c5IrqOJ^*ro<N9ylyCEnV!-6k5T=2vcI
zvuf`kt_9Y-w_U<lRo`mj^JzMc;i_6W$T79$YCY~=iha)1<A!XL|1(j)Yt|1b<o{an
z5WgmXub`kw9o9{)p5RA>d6JBw27DpMaeHH+jl;4-)or$iX8%4~U*S>;QAecSaXs=+
zVaBGfBaeg5iG^&uk5gmIp&vu`7p=|s$BR{N%=rcRKA*~E_4wx?62Dd~yLa(Sbd)My
z?(rZWSzBp2+@Vr${Ykg#`|}>(aQNjd0msVcv9jeII2L}|{i07J)4VSoWi{OvXm4s3
z%24|R02g?aL|GfnL^aLKkx;tG)CoeNq*L{Ugr@N?Z6SsZZ%1TzJjA@X6|o;RICe_p
zGg$(g1;i}y0UMt5GoCR^Srv&hlH!2FjL3&cQ1bt8v#{H~MwuV-{gZT`_zps5Ez7)`
z3O1k|zV7T%lZxNO72LuJ9G4Y+cA5Q*(k^}EMf4eQ)_c>ev8<~%xD@)^Eu2bXoGD=t
zZ%16~MwrPh$G1l^<7C_N0(vfKTvFVK#sqg`{@jgzX8{J5_Vu295?`$J-tnC?oki<p
zG2T=9?uuf7SHg%h^PRKWN3nNT_^#?xO$z1Y-nI5C&(7i=qpve6g0WHW0wDVY3>anT
z-hs0#K1k2sq6VS6b=nd3L$5TP+J_S{OSemkyX?;ilN-n~+@fY_<%Cz?ruF0&E>tZ%
z(NEv9zz^KEb&w_Y22Yym3Q^~2v^^6*|II~A_djwGV@NB`sPY~<YtwgJCe|7W>lSK#
z%t{?1Ftq*vcS_jqzqc8xeD}@de$A77$nXBASKlD5Gz59;IAv&bCAZ#{Zt*bM3Uz5<
z3QX<*;vQ>OEwe(CX$>x0uDn&>a@L@8X{0ZEp!OEN!R$iMrEdeV{r_$w799D@M$9Os
ztXP+Cn&GDMtwK6)^=M$Y!O1ZxQ6IkMeT5t|%G5}X**yi#>!$FgGJU*)7FLZy|CIam
zkd;{B;q#`;$8pIh*?#u83ntxAW;41rf>s0{?T5QOGOF;U?@E`^^1T!}Yl|Me%p(mv
zvYW>h+Pw-x+S68e>Ry;LXc<qtJQ+i7W}{jwQ}PCAp>~JF=Kikl8gj($UO`7ePy&J*
zr8>F+HfK`kbjD&7(J9?>_knqyGz6BEuYr4Gc;LbqyJig~|FwQzOMfMkjS{(fR{?jw
ze@gRrwJ@Pg=5f2A#6duO6psH(d;~8=AdN&z*hcf??W9k%cT;>`%|YfacV4RTCF+lt
z$ugR`0=bC1k{$qb`=8Czqb*7JT-m9n5TL4xc;YG!#HxdR2DGeJHKU8q(chXV<?-41
zRnp<2ufE0AH4=P^rHYKK#_UNG!O{=8c%X24Weyq_$8&T_RZS60Z~d&s1z<sIsF-M|
z-o|Ezd_7i{x2lKA0IuBAg8kI)?6i0hB2~F*2Crr+#<=@&{$rD|o@~fb?Zm*mVz!x>
z#&n|hcBI~SnOoFyW6e)kg;!EO<da4IDv6^T?t~%>_mMmw@oqdmzCEUE8piS@_W-Le
zzPxv&(ID0q?c{cu<%_+O)?VqRD+={AMX+`W7x#T@SR8S6X=`8_I54|^RI!d@Ym&%w
zgB14ZN2q;nQ)|k3^zsPr<JiZyVSPe;z4n&JMu#m@Fvu^76+x^;L*hENzSL2Dlcnqa
zh5t|^Z(-5BPsT=>=q%=@OXJ&JT_$PTH|b6`58HLTa|aGEnmRgQMfF&6X;QTc7%{)c
z0*Kr(72O<U(<Tx7!nyjRc?6qyD*IfldjBX1i_5TF_K$>C*zELx_o!R`iR;LGcFU5L
z?ihANLoSf1HFR9}Crb=;s!pGd`%Q8fbjMt)<--uzXlEdx4(7@nQ~^~S4(s^u+`^Ow
zikC==VG-#=zs<s;&t_qxN}1XltZg3U)V|&d;(DrV!MXEX^!MUX^u$B+Wvl^4B2iIJ
z8-io1Il^zvf7^rIKdQMCHuyCz>9PyqmM+AWjTiE2T9PKcAE3}{VQ|5lYc+q_uXe{*
z>iHFAIqy*+O;-uG_v%tUdmnGEC<`71>xjTT$WqA&^PQ!?8x3bP#-VWzPGY5&rqi4r
zjM?iCRNhkHD&+>raY0}tQiWN=|0*m?MHog`YxadkX-lGPhjbF2brEuAeX#Q}2~55V
z%AMu>&uY!s<OhR#;YXVnKj7a|+_?|F78Etki^sJSo_Mo4+QyaKY6ExP5vS^T@)O$V
zBq|e7F^Ju128hRl216=9w0R_48Sl$XbmSJ}u?LGo^OF;PI<Hg`#Bh~w)msD?za0DZ
z(37PU6-7T?a)3Kr&O!vOw=AbRl|dQctFqD)6R_W6Y1)8+OD3W|@K%<o{gAG>nYT<S
z2{Lr$Ty2G9NoJ6+xMe%u>0Y8H*Ygm2)0x`yn6>X%CT-*}*RtcomWb+0W6Sozk{quf
z5%(WIeCKZhzjHnuxj*oL3U(5?$`0S*q#6=ufmoC)VM->9mCa~h!bMvf23a=YxzC86
zNJQgLlUdLw4K6J*FdpIE17vy>EGWM&TYS$dzbYh%O{ww|5GX0)yh~gIoiYv{QI~f!
zvTF({K&YnX%d2mSE9zdA&@cM+Jo>Uz(7C1Q9nv<y)j7Gh?buHE(u&C!>v2oEMy;?{
zg~_gJ@|K1{y#1e`CDh3%TA`)BxCqTgBtCn9+bcQZU?kXhnQbl(XLHV=Q6H9|2#PJ|
ztzUw}Jh6FEb+DAL1G94&Z!N9-ACVA*mn@=04a2D0O*zY@VUS)DPeA_H8X}Jp0)o*%
z<kE<|YmuJ0u3-zrT?co#O4lL*M*xZ2wT$j$vIh3`G1%SA81B+nYe0|thQ?AI7UO*}
z>pD9G0-9b}S1<`$;wnB-p_@8h=ureBv03g9E8@>MFbg5N#>vc}845pmAc&Kv?Fr({
zUdr#17{Gj#bb(^kNE8J{6DC;N1#xV?gE!Mb@7v6VO=Dfyn&sWbOaF0po&*flBGd5S
zvE#jCCr7P(V3A^_Yk#1L%Mtwe*o`hCVheS6<f-O#^R6cPtXOTHbm?vPqH=AGXkmB9
zalQ(*lK4hpAX#Yq1<D}DKC}@Tf$q0qz+2sV8$;<Ey&i0#Lvw@G0IgeE-I!Bg#UbyG
z;~P0eH6P!et<yKh7hl9Ti|WgmrKwi7)toXly0V63qEexOSz0_1Qk^<O@dC(g`H0-0
zK!w|kSATSVUz1W5VP()?uD75KcxefLc4E<GrCUSOYnnG~q{}ej%@YFVmtt)0U)APK
zbaN|!IiaLM@aJ%k5%q-BzEs))iU0*OjbeWNS>zy5N@+<7+l1@F83W)k%EIT^umdK!
zJw0z3=*|g~1BG<SG!6n$=EdK;DJ=vxQWGN>a8uv-Oh!EM&<~YEM(VwOmzI^vLQOKt
zYpF<@^<mfL4cAkuT>pAO1ugz$TE%0%<lMObnM+zf!;9K?0xKEq<l^43S9}~9#djX(
zRm#2jfz+!azmO0BTP~D+MQd`A049pm>&~%sb6KL;*1ea&jg`XOtq~^poS_R18;d*}
zeM5AM{pVngWet6HXBx|I@i0m0F`F#;5^huYr|!G<cWRhN@~@;9y}o_95GgyUWr}&^
zW{LXDjgAG`mfa9ZrTR~IZMfd8(<!o$+F^e^14{^EcHzt>YRO-40gWh*aOu=+#<<RF
zY_N5t?ykgp@8BeaTxpPBpIX?e$1H_8=Kyl9zn1BnR9)!To%%34O!-zFv&b&8JZu%k
zxlFRfUxgQHd2f~_o&8heW@49JR0qNpF5l|(-V<9A2a0`WHoN!$_9sP>%$4pyYU$(v
zumr&?aw}q4T0e!GYNr_c1q6XQykCU?J}nM`LhMRs1_`j8l&WNWj&mk4Q;Cv~k5`q1
z)1w^_&=doM$sp0|zyVYe%Vge;81s{)yJfYQXK3u3|8&Gg`PU&T!Qn0T!|~3?{jtK%
z9Vvy-HQBv$OV#L{G`}?-O2u3v2hGhsy{yrIMc9IS>>frS9x+@jF|_yvQZ|`&A`7b^
zx!vBpuCPY!xoBUqI!f1fi+)Aic&kj=l+P>pYHpvP^RCSH2g_WAb53b@n#F`@^p=*V
z>{q#o62nQEo{qQL0}>pz`_RC-$)y-YS}_NdNv+vv48~o@(k1&T-<dkEFnHL2TgAQ^
zu(_XW`&Fu(IWi1^W+x4+i{dR|jnFH<<0I$cuA+74O26X@arzw%bgE@We@{|Yddp{5
ztRb?f*34B2s(+=#^9}z+WKvr{YQ8KkqG-Y=S=A}c85=P(TSL4Aa<~|kAJIM>dBJLH
z(oow{Cfn{<@2G4hh2(PXww}et^jsMiB9ZJW&uEQR>5H%W!*3T`R2bgo0^Zb4l73`{
zgx}uOIH_}N#KPamfsV>^j5%4bhF9glryMG77Fg#Gnih;I9?weSy1jOg|Jo8YmUFp~
zc|6@v#8SeG)tMrJ@K>AZ*FUMPyVexJ+xsWNf~+sM28;q)gFeZAbjXU!vX!JIb7H1R
z*>5S@bZmjc6W?!`ro{HIuG&6om<Q%+gdcxleM=8J|H|r<-h`-hY;FdoU{bp5fBPdV
zcIst^KV?z;>@r{+67mR=KI_|A(?Bm+W=xX+V;%%MG~m<gnTpL^>5>{2qY4qklmU(3
z%MU$-s_)MLBdCV=XgN3}8xjX;e+_G+aif$@AC|6{>vsM9KaHRiN~A@>e~h5#mUt;)
z^i|;-SMakH91-cqDF+8!8GtsM{yS6~LliN%edv$;=yYBoVwZl4&1k6!>lTf!g0R{k
zxBH~eeLw>v<w=J0Rq8i^KoS;xUK)#Hf}=3}i*k&=!=af#uncpLO+AOx?P@UjtDR}H
zF#@V~H(A+Rhu0C)RMWJUKM;5HL~;oqmmxSmEvhm^_PlWpOW~+#4Lf~%7N|6M%x5I^
z_0T8PL1_J~zoN3WT||Pc?ZXV>FW!hJf@yX2`0#R$V^v=4IwlP|nwX;6oNwm$<*4~Z
zZ9I<>Z*Nv#(1UKK>l_fyQ>|MX$}!J2o=M!ay0?;`Hcn)M1AEJLqwA$Q13+$SYyEYT
z2=eClytKY-5H;*!c7Za7Vl4(<aW|GO5h}kFI(36eB+9rLuopss++>dh*H&1ZL@~&<
zee}mrT7$Zls^!BhrR|vV%yon4_pQ&mkD7oQYSLQlBbf&Ys(-NKO=ku|@=-UaRi8%u
zk@3NbFDFJiM{F|y8WG$xkYn&!s6;7`<p-0=NWosu_tbwYL>Clydk)^~3j{+NzY!3P
zU=e}a<NKpgM)3(i02ynZJv)Pao-{O;A?8jMMZoO1$Nu%I3DQ3bLhsp?l8#qdLD-#(
z^U(titR1-F)DvBrJymqogyk>y;*SLqZja!<qw~MX0z?@=yJLBA3sA|w&X!#Q+)mz;
zhQA+|>;vGBueMtLVU_&97WOwLlU8E6Q|se;qd@>|@Cs=k1zz%7%vi5$zV9Ae9B`Dc
zC;-U_w7pKOs+cA>ARQ(WMKmP&7s<2U9zST4@<XRF;=u76-%~=>2>*|w7wW)^BZCAq
zuyj|5!kEhAbcUQUv#c#H(I`%t(yja)l<Z?ZO-m+i)9_n3LI#Q+Ti$>u2;;y%k0bd@
zJ437y`wz4;V)W4eO*<2!fK2&2fG;jkRe*~JF=f$u@O*})2>z9|mp`X{RN(>)k$A2s
zmN-1d;ZQ8Rqeldt3^Oa+y3H6oGx-4q5D5*#fWwQ+<IlUZ1<07%ePwJ?m25w)3uLO&
zjSq9YcU3fN?aMr%9N@~a=if{mv@lX9CC~xkgl3S;u0pRzUV6$L-}WWhA!bwT5g8%Z
z>cc=4?Zm9zSaR8UpiSp|UcFUhamkr>X4{gp1peH=0F*}(*DDtW5yIzabRT@0Jp2r}
zC7L3`R{~0&P_w0|nq_t^?@O}XqfSj~ZS%)3!ih$<Fh^u4?SUip1N|e^&hxH)1z%XV
zd2{vBpd5@19*=j+GI}<}Y3|~LF(iw5(ElY=(eyrQls%Gs5_`9-qXAECs{RfK;ai`%
z)SDWjFs#+UxcyC5+o@2OB<r*~fJ5L~=2Q+?;jULB;rq#vfSSP=v5p!VJGHavTJli=
ziMP6U11?kB)MV9cVe+`VMcR7gf~Ew{jOAmqSUi7#iloFs)3ZmHMuJ_qh~;~3&M8;3
z2A?NL?NRRZ=l;`s;H|m<s^=HdXtYxBU0O-P7+58jlAc{_UCR||Vs`D$fsgnbVp56~
zXbQ`g>PjqE*|hv5aprN+9GMep_`qfs6ZmKG=kV1L;P5JeRwE=;`04?Ob7tWDETtls
zfs_###60QKPxqf?-_*blV7<D<#sMzV&yJ;lhvw5Ix5_o|3rg6g+B$T>NP`)ljr~l@
z9^3B)(v@sB>=ue_(jKW#+Y`kq;_k`0<Z?_aIb<Ne$2XET&5_2?wFhyuCVr#*s?K_t
zgt;S5ZwT3?&#Qx6Ze80KF~oBg<=(o5KR)l^2!Z@dB*7-95S?B6;3BX;Yxol37IkD@
zySYVW9z)=s_^%xH29U$fQe4>8TAktK#uAGx0?gX%0VvnLEM%9`*(dS==ONz;LIs1*
zL}RMviXIuR2*QnEANz9a`!XZWhxb<XW5rI!g3@N1jx^doZ%Te0tulA>ZYBxLH`;m5
z&6}I(N+IEo4ON3c>a&t44GqzMnY215lZXLV6etidOYI)>n6yR!ip68Y8L5utmlLF#
zH3E-O-!5jt2`cM&=v<}+93WT?$?A~x>v^4xJXg&MX7G>Hoy@7{VF568099lH3k}s<
z$$|F=)A1W(o`gK2osWQ47d0E~GjHQP_oQ5Btt+NFKeXQ#PPqmYL|>T@x3-YP1XFWP
zNOmP!k!Equ<ynDpKc-qd!@G%aXd@0u6IwUa1cq|I2l=Xk$W8fyDTmmse@i&yemN9-
zfs(-=vTlOV4aXjdU|DCvzz*P7-5|=)j3Or?e>U5_8Ym6cjGb+~hZ-mJLiYpar%eT>
zuYr$)Dk1g{qF#>(^m;RK#!T&GSTlC*6RkwY<_%*b1Cw*wrq&Xr=3cU&Gi&a6pt$2{
zd|3~0<Y|GK(As=a66WuZ@dWyHqgi7q(E_-P5*FS}ARlF}XwXmsNDObCWmRC=?sdyG
zVi5;)$D|v+o<3qp_>g6HsZaMxkKq->m%p4z*^KL&rC6dlJyVv1{+_8EJcotd3H^x{
zot`0gYcO%>pQJ8slUV)32PJ9QH-qyXO%yDR*}c|Kwgad$wLhAWIkZpYhY*Nz)jhZd
zjMB94AIAhV>e>wh3S}*~?$5}bbku=QT2*r38`X&0_R>qg!?>~wg6Bb!YmnIUGO;`P
z&nOmcc*~>5ZyY{zHtPvhpvQ`YYb?||V$cOm<JtwpFN>tA2-3)#xvB5TRK?-ig@D46
zJz&R#u_V|kRw~}^?XR~~@_Tzj5jUXp=$wF_%|cM4J&3~U(_rtkJxoFn2*3s4gSH#c
zDVdM}lHX;NAZxbpwK|Pyiq*0bn?K@v^Ze!HYoWqhMU|Z3vFOLh?phVe_WdUoX}$6g
zkGC%;5ir=`z+E5o*G*TvVxO3{*oY_8Z-OIPUxN>uz9N|>PTZDNa=^n6Rn+tL`9B#X
z`njXf9r{Im?z!rhOI9cxCCzu48L#!L*-}018HY)F;)4Vx4-n&_T@v4kXY2rxHj(rV
za7xDc<M@bI-a3>dUYdk07#|xDHI?vV?x7*`HN$$}XaP4)SK(BL2Glk(30YCKA5)uG
zOK3qek#OI`ERy0KHdjzLIT}sl13gZ@M|>#CtA;y(-Wlw1mzr<EgYB_dfOPq!EpYO?
z?@sMy2Ie-R!%=_7XFcEM|3bDnFOJ&({A{>+-!~WvnHBW44EL9r3X2L9XK6KVJSN)5
zLmiasPf*^j?P$|yq=Uo2dLToaWINobWWQB0R3;7C38$)xp96~d%niDpfj~Bx7L#S8
zaged=eTBbM3#Pv(ULBEd?0;*gQI%5QVh)i{X6cUqE7zKvJiU-mCnN^&Nk-X*$^oJd
zLJctznpE2rE!r>RZG&i2u9$B5cCR0drXQVy-QI@IK9TR&TDjtd1J}VlZr~P=^BfmV
zgLe8P%RJ({8`UK5g2+Q^ulWt**%0Gj3K(Kg$bK3+;$hwbl!uRoHU0!hDg-@BuL5wV
z>8L#akr?IMmQsTQg>Apd*5WR=$9G<AP=$*{_yQJfgY*WMsED*df~55QO!nD<`V)Uk
z1fq{ZU90>W^|vd=R|nvtfh#)R@Ej3p*c_8re(sfndju*-xII!uj#uS<2fD4*E6Te#
z6Ho)EbaOPKXY8A1`RJCoTY+7MU26_0y{@PJhNzkYo#OFqkGS{R`9x*89tR8aInNM0
z@t^jo`XNZCrg7b+YT&ol)bSAbBP0p2GdZ=Tkww<wAI>?9a?Qz23c!i8J7%nz01D5N
z1$+MO5c)EQ9N5B!k`zBBY$~h=n!ew5(e`T~4~D9m(-x#P89QfSVIoE%$S?=NrzRy(
zV|I}UtF}L5Q0d1A^OEZ?4R}{h`%77HgPujXuFuzz9zH@#1t&i}N27oVi`d9L;HwS;
zXC?rXW})m*JtZeeo+bfDkj1`Ldj_Z$9*E9pLgtmRq7A5{!#YwX##|TkGZ?JtO#yji
zp*i{#cIw>Dygvyni;qO}9mw?+gtj~|`seRN{xdI1-uy_H;Zru)@lR}Vo`G2D2pMnb
zt3>a@@g+m1n0kU5qk7kL?c)UHXX)OX>$%z99LJ^0irCJtx%R>>7Lf=`VxiA(2<&qe
zYRm`a2*P8fiE?ev))hiSg&QT%*901~=V`zGCcT*B50h#onTkfm3d*J?S>CSj84w-i
zJqKo2LD3KZbD}<&5d+vUVE`Y_1Cry}VcxWT_a^c=Xu0#dFxwRS1Bh!~dTSA_^$~zD
zEljs_Od%xRce+FrWsl51ey0j)gid;7ZFwS0aPr_dIyKS4R2IqP%=w@kMq447QvAF<
zZI2)XmdO1JG-%~6!Ah@1uM-C3hX*|{7z-9{PeGzk%Y1xDe_n6E#O;CsVq$Y}$}|@?
z#*Y=N*p}f*Z6wg6eVJdVNr_qlltod)D1YVLu6bv!>I8X>O?EBtd0mxm??3XLC(j;T
zwp@Rgz17T9fB<QEHe?JZ0c*a*A13Se@?~DEZpuDCMY}H~P>>t%Q*D|B&-7;k2MC^k
z1{#VeU=0mpYUJ|mrQgP%zx45W{!1soKk|^=^1OL~g+2+(1#k>7{~add`h92RIuLq(
zVpI4(m@?qUjCT-!+zkI7ZT9z?!DOFTh=`Y4E&tZxJTDA79`JZ}fIQ!PfK_CF|L#BA
zY4)GAKvLlS04Oy0e)$6DYftS)&t5j#J~DuH#!|p`4*->tfv`Bh8N0?e7`@ZxWDzOI
z`7nrFiL~PSE)$&vQ|c=i01)QZ$$^p~0muRw8vGwG!3{R<3(;>e$<rgSZCG!Q@O#0x
zKtHeEdDay9p}AL?)X;cBm|U?<K<eEkB+G<ZZvYAlI-qRtP9liMhkG0Y&A18zeJ`_b
zv#l9DCqY0I1x>R563j$=PtxbrHGO^j8Aaf~ay}oa0**g*0Z<!fErtNN&B7Oe(3v0d
zLv+I+mgt>%b#U%Z8eLH-%n#E?-I@s2J~k5dE)!t+nK_1tb*B`V!gk@R-$sO@=X7j|
zvQd!$cxM3*&$DD^del}?d61x+e96rmvhFH`oQ-JE8y+o?4?F+eV0P<n;UO$he`mhh
zhOUiehC7H5_v`aV1z1&s|GyXn42nD)^k+&^#kk9{N5P8@#+SDFGakAY6G0lojyfPp
zhr*4PahV|tqI1`ntI(xeCp2Vyn<t~WcvFjpU8xxtp?baN5Nxlq%59nK>QNI}B(V9(
zL<4{L*v<Aj_ul%hQZ(BI9;>2lsimFy@ylXRIeqgKzhGRnZr}dS-G;>7_l<_{t##kO
zTD-lf{yMjuEIFab5&Sxzmtpg`V_~^{C*+I4aO()1WdV-8F+pjqBTwJ^dA7wS&iyEw
z*S?;J+?gB+m-4rd{w{e#-_);JGP<i<#wDp?UJ(0BnLc-iKyhi5qOvtl4+2_8Pq1=G
zmGH0Goz)sb4!$CAy4W)jEKuRcai@v9yOGmijaCq3bdGOd0sggl!&TTS0kn&o=`$2;
zfiWqUjUs*ivj~EXkfh^Ta=lsi+d<CZ1;C8KtJ<X6c{b!`)9b&92HR8N{w;7J&Npmm
zZOJXqlRAiSe#6#(q>PQtrp9vrT6HDA?xQQF3KV-X>vGNySaI6C+(T`~V1(WeMv%60
zYshi~dj{fbj9=mvLYcQ&2?r1EB0|=tvOFO7q3yMRk#hYIwlbe8`zEk;6X{NiYcuKm
zkk$7Jd*1U?llk*rN|0$uj6*)bOWlyj<?k;u`HB!;9^I0J?FScDGU(N~v6!k<%-5?l
zE=CRS02hEM;A1^XR@o6J;J;Ky)!}<dKm3_1Z5A)#T%6(N=u4(S^NF7HpMgB%{=Z?p
zpap?2e8TFAe)`H$*kTE>0kFChC;H8yIaQvLU~r&9;WoWFA0AsANB73z|Ht4D_|zyS
zL7?6Ja}4O!)d5xe>6;YH*)qklFNmH9t)NLsa+5Moa3olJ*Y?S3>RavD)JoUs>e1H@
zNBK@s5$)$@En?;51e*^iqp&iXHzx40(Xzw2i${KTzPsLFze4E9$(2op43$cnk{k^>
z7O!~9CIeViT%2<wMs<~=V$q@vS*})zD9NQ7$EviYSa%}m@l#HjD`qWUET&Fh?b!*n
z22C<X0XJQuKL{=wI^kF06;17D-jkL6I`W^ej@K`1#`8h*u<gu1qPz1EVo>E!B*U#;
zdBu><>H@ju4~PrdV-?yr?T*40tn{b-LwK<jL1q*n^5VJs!@m5Vb$@vCXX#ItJsqmG
z2K3#(yT5)xTFsh(36GAKwG9SpUS$u#&ddzJo&{&&PeG<}c*CC20Cj_8tp85B_6-T=
z=W3_h?=zF-JZAJ<?0MQoxLc*|SXo!1{#rLS2v!-V)WVDQ=$3<d6>3B$I8NMU>K$ep
zUaI$6XrZ@}@f{_GWr~-HGA018%R^~8f8E|KpwG~@Se^(mZ|W}p{kN+54AK`Zs)BII
zq0d+7-4u`>>_`MKwU$EY5=qlHpVSd3bS|gw5{cb^k*xjEL#;a?prJs(^ZQ$~_z!ki
z9zGu!9DE#H(m%?7R2t>*kxP12_=5tQVeD6@0ha#HgezNBg$4SQ_d`97GdkYI!pWpH
zZRGw^`o+3rrT^9zMxOQB>UJ_%r%u*8-vtC{!2P2W1gn3cT`uL$Ao)&dy26e<Ueq|>
z`W~7*lS6{uiu44=Vg&FXo6uu+1m*A<mBey<!a7(?1%t9bb8B`UV8Enu)gyz()oRQ_
zE}Z$#X^A7ME+FPF5=WCRLE~Gcq2lgNsV>mVWTBb?(utuau6d1wfTV@|XSST&ALFee
z_``_Nihg}OEX#pjjxNejEewOMU2qFl;VO$08&klwvWVh}#FK4*rtYr^^H(fQ3SE{g
z^Z&M$EJu0U9iZXqaU#+>wL<Ru?Oz?FVXr;+ehc1DXH?yHeKv2bQhyouchnv>SR05k
zB`YD&MLcROm}@}Ri^CcWyQ*djFs7(tBC^uY9sl6&v$hIFZI|t~ZjrOr00A(ODHJ(}
zb3V{*^zJzk@XAnuSEgKok27rO4<u2NB@%$RCYBLpv<+7*?8<8lcLlPb8m4L|E4*2v
zRf8qwgu_p%BI0&nviF62fDZXz22zA7b1dm6&rTvJN(Hc#`<?YNfZ$smLv=O`;)hLQ
zQ~z?D*df!DQ5DJa9%4Kw6n{7$nVz(~OAHRk!2^2r;M^K+l3VS<*9W{R{(N(KvVl6f
z*unW~-kJF+z%3IUxMe~E2W@*x8Fduv#GQVOYaSal`YLR}PimLniMtQBeR-_*d~BBQ
zwH|i3t3TDT#-h`eatb-FOcQ<biZ3|4HxDx;l4d>b5Oj3<D^%RG%c}Sa_0lz@l%Bn&
z9AMh6V+dzWKQ?(;<x=}^;lbWO;{(;(9u!b3bR!+$T4a#{z@~ybZB)HDvC$<?2_=#}
zz2rnF&hvdZ^B|R$1ru;mgnva!NT$7U6Mj>#dyb;ICn5Sq{c?0HX@N0mK|UGDbY!h*
zAbFB*fELp<LJ^$29T5z-(<ifQ-{sdH1=n2ok$A(l=sOhkdvaDhodeam5RatzV}-BY
z;M?aPN0qUoKk&b@XPEGp__cJw8Imu3fV6x~$#3{r8|nMLV_LFMpg{}hO=*DH$_G>|
zD2SX(HcPyh11p_&`j-PEDETT*d4k4T$hB?ozhfSO$w8b|k>X6c3ID@6?m&j_)@%t$
zu)#M=4zi~qSsPg_G3Z~^t-0w-Jy?Tr?_Lw%7<KvX!eyM(+4&7(N?ZFm^KB2>Gy?&0
zHfcrawX~8|Sbdl&9H{eR?~%hG%|1dYdQ7l?7c!vW^@P%3P<`|vuu^>`P5oxGNcrB$
zc=@j+$M42fZR_Sa$)R^YD5m^=cJ0HIUO@L~*Q0J<E~DMQhrMGBISMz}>FjVF)!Ub&
zP+$ufyc(zr^TO#c`;B_HK#~4V@%ckUPBRr~PECHQTF+vBl0wUjl1oapq$vn%5f%$f
zXJw)01KAw5cx4~JWR-?}Xfrss_UYO>1|FxDNSuLFd|UNhhUUeoEj;F>uaQm?(U=hS
zy?G(<X52kTHTqQ!--5=&8(|!o&7BDkx(}7WKSJ5??7#Vj7nL+CL~1LQ3t1CD4-_t8
zA}I#PY)V6_iDgOiZr+lUv1?J1v0qdte<D(@AEpu>^hXl!Sb(AVO&TJ!{PEnf5_efR
z7YQe5H?$qd{p?}7)M!yZHx_Y*7vR|LkP<50#%7p8UNDq3rcqWkY=rT@E{~6j`Kxi|
zXRG}}HX#bs<VF<NGRNito{o%m+V%nVtb+KQI&bjoYo|+8&>#7mTMsS<9)934kARuP
zw|9V1>8Y*R8Po)=SPL$AvNBgUNy=p{1%+h;C}UO)i?ee|fntvFM<^Y95^Gj6Wk?oj
zSb1GZwn8oacgn_uq`gJU^E6>wr9mV*+MTi>`z$OIA4UpxrDZXdR=$}3w<FMTCx|RN
zuUR-g=@`#U)(6m!s;;OGL5(H;`^?=ToocrnDs^t2AAFwL@~8{FHGPg`{1~J`$%hFt
z0|C=Wy=kQ$5QdP&qz~5RH3@<j4ClOa9qL%hTlNSL7+P751o^5Nn-!Yz8by=(&aL@{
zSYSglpyGe|VOvN}^r141cnT6oP>4`$Jcx_;>aYg+ptuak6D+;cJ`ykHfqtKJPqhy=
zW`aSnU^e!rPN+>@i{iH#V+i^`)fO*f#)yQ|^h6Ot13d~WvS<`pR+d$%&Zcqk*;}F8
zXe<p))mv@0yCn3OD9OjFuBS=+%OEPlU9N}O@SOxPI@Y_Qn^oVv_{CO<(mXp03J8;f
z8=y0JA-UcTOJoAkR@aiJnPfd%0RcK066(EEp?+<h;e`cSMYNs;fo^7d8NPYCJsu=p
zwFokw&yB2vTylDXVq?W1Kte(vfkEPbFo*nx_dJIL8c^u<Mzf7xzL4vdo%tt~g5Fn%
z=@9^z=Bf#|K#2zAJ-|3K@mdiW@`Yr+3sw2O<=W>@V=V={!1YXh0jg!~=hfOF5a5?d
zdk#NiSA3s)ZC32(UVBy|5l^O9^SMJq@dF4gK3q5L$XCEB@Jc<t0bqM+-eW0TvdiD0
z2AOQGc|qpkyXVInY6$*E{O@pTb6>}ei0ez>DXP}JTHw4NwUB|a>K_sd%VQFt0|NW6
zJ!k$h=%Zog!E_D2<qLk;@q)DeB-CpDXJtA}a!5!f#3-w8*slzDV2yUgin1Jwk#t3V
zDurS9ugPCtjl93<FygH?j2*Bp@_eyLc94Bt!j*t9_VQWD0OcQ_|K6B*k<#Cv1F}F2
zzCBL%y<PO{i93h*-P;5AcI`OasOKEPfNQl;l!wBfo*&%)Z%KoH2Skse7XBV3Kmz7|
zd3m&4{(j~-$rw6W7&1f{Cf>M}7M&E3N{qh+Ze<v}(r7&pZImK_p2LwPV=Cy3+D$q)
z>PZPtDKNyacWNS4Y@bXW4{upGZk$0VyB-A)FN1NPtY7?+Ms9QX1e5)H)-PlA2T?xH
zC<pwy+LI4dyK1|`h14(G76@QtRve)=c*}72IJWiKVK13viKD67tZ}3YZO2Q9S&e9T
z9`~w`ClR<OqeNZIQTuO-wuArxf+66|#OZ&bVS0HnpOlg<RmdH3f$@^qPv*O~Qvd9=
zOyZbH&8QtdX&>I#X}bw|xG`+w|0QBzs3Fgo`vLhp&^)|u6t_~8+fD)aqDRCUlluu5
zu??}iN??dBojW3ws=U~$ww3f0K667T9n+y-_ffl(`ToT^YHKEEHY}7AkQjb4Z%{Oq
zg|h+OmUI*HI)=X4kVNja9O$)4N`VF2mC!k9=w}5i<uyN*1+H0|RW%7L=6SQMDcr*$
zv2t^%_1Z&V$smAt%xRK!`1&Tdj*Ye=$OR#%YB&uTeNzb$ZL?c!PBXm589Y|P-Essn
z6{3{tU3YK2HOeSc?fTbEh@iv-^Em*`H+dWB6<#VVKz>DcL+ifmK`I2;ty-y4)YWdi
z6$6)b&)xvQ$-AcJZB%9tpcDCqoTEO%3=wqpxD9rCCE<n9faXsklfR7#z@*+$XrqtO
z9*PM#(D%Jsh$A(8`3}OcF-rS+S>Wu7TsoP(&1D_+wb-`dYe2QI!ML#hty-`*S-oIP
z!)}Au-meEXJ+LnHHfQ91*LP+~>v{p3=A{l~=QJ7KOgJv1SgAE(%naGaE4Lh=*WWXQ
zklugiOTh{{zt>sh-Fr&)EQvPJ@#ThTT;SwNi2ZtS;>cEWCl<_dhM@k~EayBUaz<Bm
z-!o}lMJo+&$Umq`<er8h=loecN9Qoz<j`*a3W2E=$5CP~-Z33}m9NOwdYC%-Wy(>b
z_+6fbl}W26L-KiJV>h9GB<6j3w#*gl!Hmg*v+v}H+=>KeKV&O<KxfNWe%u}PZ8!E!
zrDFyFX+93BM$1;y@AqrzYfU^m-ALn{za}_79%o*~8Hw_IpX1#BX&Nr;F5ZG3B^%jw
zdE(-mP-ZRgAut?-#{kGgR%m_MX0ynuc`Fd{e#Oi_LHN~2@I9hJ)LV5?%oJSz)#P|>
z1J$^4F3G`+A3&%eQcv}NTra{rXIkO11_Y)HtwSBe0nX!g0`!>o_&`*32-iySB?Cv0
z^KtxL9)RWf+>5%bfiqKExT5Qkx}346tcL3Fb@KZM$E<jT@vAayG)bZt%E`n(7m`jZ
zO`RAc@i|2#E5C@BsTm~$s!c?v#ncIU0ZDV^0H4KR!QnPf*3!fH0((1?%01V4Dgxmx
z#^$$Gg<FD2J8?rAu37nXqdElcUW%|;v$=Iisn1gUh(Q05G^j#P?}2xizQR+8jWGhB
zdCLJOQNqOcrN$Ec=F3VQshJnw?u7G&Hsao~2KCmxC7)Wqcxzsb){V96qPaiFS*aY_
z8+71fN!7Qk7<J6^8V*pF*sh>xjxK~zu}a?U+qqi65tX#@bb3af=6@>z8aKrez@_iz
zI{<J}pzg2IPW7e^%`AUm9k?g^Z@GUkED`zeuOW8K_-{xGz1Zqa8eT7D`n<mpLf`|!
z?|TK{dl&RvzB&3nYa?(M>!-c201xi1JZQ7M903Y^ok@T#RFA8)a(Bn^IP_Ju6wZWF
zTkLPC#OBbZ(VZrDcu@nsnA9Bz`P)Z;-M~9L;#MmhdCP^+P!R$rA~Gko+3(6dn}>(@
zZ$(a|2VNTtoh+Em#vclNQTSr|8-)J$>l_x4m31;o-_T@%orCijQ!bO2d7%MMp4Wx$
z6Krn*V8<`nck-19pf&F*I0{KdDq#|CKLB)wdkXIn9@|^)qV4^u?RzHt`%-74Rs{9<
zScF8Jh_!Fb>)9<5>^s4a+>4^>rAodO2b_1^;nD~@$4-kO5uwLQh~!IG(((*9oV-Wu
zg7==}WzdT&CTkg<PgXU!W^$#ZY;g+Amc}t<z_p=G0!u8Q-GrD<!8hr<1q;6+Fn13U
z`8{|4(Dsrj+~GCiH6(>*4S&>8$V4?J2cPhtsXOK8U>f^-j`jbCxwj0fW5Kp|ad(2d
z6N0-W5L|);g1fr}55e7nySux)yL)ig;O_Dj*}K2f-RE?l+uip*&&{s@Yb~G_RW;|B
zW4u$KqosTR2q(<_H5rAHO_Z`n_}M(!Q5qU6>AhDN?^g4Q{Vbdtxe~W;ti~ev76ub5
z9pEjgxKI^*(6w0$u*`)7>F-qZ>R+fv(s&lrQ}}%4U%<pqNEYd9Q)}wJc1`dGfoNDb
zqI?_;ZvN>*B#|&7S!GNp@g*>n3?p-@HDy3(X8#3T`+fVxpkn6*`V292uP7`gQLi5(
z={eLdf^XGZLd2r!tzwQ(A4U;*Z9i94$|}=x4FN;=&K)6qJH|e+enrvZ5s)ugx&HlZ
z`$T%s05N;T)k6yM7Y`~c^~!ex*_stmq1E1LT|NFrWN7f1y4|-{oa?~&hs=UQb?a4O
zd>HvY*V4OKc6hUAq)7LU%JLh;U2b2C2#m+oO3RV%%G7tLt1bXCSrw{X9_k6?*50)L
zD9?E8O#llVE*1g|0KD(7g|M~dFsP6enr{xd%_f*=UD$>RzUEYAmZLW_%*_gT-GPEm
zZrcZG%+MB+JyQx6R{ji4)b_S|)b(FF{6hZb?+5#FD9nK+ZV}c0MJ?xi9p)o8HCy;?
zYrIi`uSeNYa&T8E_!cHUS0;EKA=kVZO8S#}U-tweu0la)QJ1@C5bKNK3y$aac+o4J
ziZf(GR8So^6$YZ|T1*bgjFt~HB(te_=VWjp!E1X~@RL%9*zCTvJ;}NwPE6w+_-2pP
z!&Z2*1p&EAOs0wB-5sv??sO`1ijT%sXX&@scDTP78&K}wtk(s^k(eo^rxaA7{o-Ko
z?NQ`3oNv~BDZM8wT*+gb{mX&;pjFrgUC?8(6Jm!mnQn&glgZ#URoSm-P$&Xg;uAe&
zIH}rwSJ=NOV@K)Gol5c9-Bur7@Ify|v$!y@B_Pg^6j9)U_;RuOZcT+p?;N(~3EF;~
z)3Z+~EsRUBzrVOzPB7G1)gK=ho9Y4!Nk=pOd{8)|#bc-pxplAZzG*9KFD`j%{R`^+
znR;mR$-<aF1^mnymNAn)!`I|o81|#X&YA2C{O_nH3*M?+ZI`@41-h1%n5xf5YZ|wJ
z4d8oAAyxTqvveSD9~}0;t+}n7h9E}S^^j%UHFavw`tDrFN1~243+`G<B_OxJqthho
ze&O|0N}Y4uN5X!wp-BeO;V8}MQoXQ^d^XiM;AJ1);SJU=-?M;YbCO7duYyRWY*G!|
zaW^8f{7dL}cA%4STJ${>?gO|>GYKsebl@iEqdv3&0a$;6<~k?{Bi?RcL^Y)}H9BtV
z_kM!FB7$qnI=$Vu<ynRJDy+DxVP7f(WaApgH6^=S+O5~w!|d>DU%rfo)n8>e+!ALP
z-61Ya%n^M&#pOhxvg~n|n2*Y6{f5fU1_n!Cf$9)yubXt*uEa8{B~(QT-d9(6GuoYL
zk{5dM0im;g%H$#h{?nnE&$U<<USaa&KsE52RJSMmD0j?7%KkD*pLe05XMu*6sAKIM
z4*S$c4}C|h42Z$Q{eQR>@`tjLVMdE3s)XLDMt5fqP?64j+!PbR9+M_dXq|I=w>MW-
z+BB!ick;~=OQ8a9F7aCe)Fg)-E^Gkzr^a9M^k&Y?Ex?~nIYeL+1L><!MDPJs<c;WO
zf);X`h|6;M;<Li9F%b6L2=ztt_WuOwUFbfA@QJYvuHgAA=P38R0=Dzl8u2JaRf31(
zLZ17W{c=eJ@U2Q~;suVrdUTwaT89PjK#u*;N5;bg@OxBNuSGIQvP=AT<Hg!FX4Xc+
zq<GrVhP^<X%05UC9H)Cyn+E*`x5MAipoWY%<lED?5r_fe-+Ga`3plsjz+puRq(A_p
zPwQ_N1C2Odl7Y82?2*emV>-+&X&>&6!(!+5arI)&t;ea-qu0%W^%hk-a1}gwaXFGK
z1uWL3f*=Xq`H~46gFMXc#<i8EladD(Lrufwk{9n{y3!+wJ0Q&4NYAX?yqqgJ_hDwR
z$8dQcm1}~b4$9d1T?!gKmsYe0qWRk;STUzcD+~;ABH7)vcp-IUvI@N_Td_m-Y>PGG
z22Giwi%|m2?fIVGHQ!RUOJXw77++_>E|EyNyFL`QCg_-$+|%1VT<Vd8^Ec&tTbH3O
zklhX!fK8^id_3Wptwq)rfC2^P1V4_%F!XOkVf^268U-RX?1$SqTu=R}G8O0kwnsd^
zTK>zQ)-&l#g{TA+`ad!qYQIqB|7Vte-Jn;?za2lrx8pDrWt|iP$1r*XI}c99nXb-J
zc?)FtiZ-b6ewd76aDNu0k39UHI-_KyTkf(W3?0epC5hGZ`6vR@e!_O&u6+b*E7<vq
zg)2}7KCwB9Kj;c^$LoR49-sdtjTFnQpFv{4PovDR?RyyYEn)YWu@l9Vd+;tKT5OP9
z5GDBG8iE2XplnM~*q}HJj^Q}XhxQKWAaLGA2L2K%`kXP_Q@mXIHD16$-Q+Ua5E4g0
z#VN-JC5&re6eu!=bm&4V>yPM!#Lp=~i?haa3Hht$gGgX(Q`yl^HVd^x{}-_ePkbaq
zXTQd!YG)+q7|p|cSh&VdRZ6hBr?RDqMlF68-qc8#XUPKgZJUoxMh!DBj9yJ_luPyj
zB#&U@L91@FJD;;-AIrlbzTe=zIVo-PlK5>RM%&?uN-_El){X5fd@XVqD_Elb?957p
zJr%E6=A<m8<F3FG0n<2sSLHoru-c5RQVUAera822vG(`v{w9*d<2#r}orlo7Qd0Pb
z)>R0mhCI_!OEPK*L<wC|Kb=u0g3%ryR~^!Od&B|!S%=|<K-ZA9p7}C}4h1yHECAqb
zYtVGixEc}f!#R4FVh2qBfk=S77*0!1#QZE@K^T=p7~A+Ztmm7UN{e3~B3Qa5cP-Ui
znKl9+R3I|iWs!IFF^oM=#6+?i!;0Np$!pq^_GEgJo$6gn)W3;oMfCa!M-r*iHZh0b
zEgZu97kT6p8Hmr|lMdM}D=^1h*}kA2LKB1|lDB`k9H>A+W%?dUwjb;K<GcBF&sKaT
zcT*;zc%-i|E>-BpKKrK_R${(PyIV(cMB5LJqs&>hejZW_F>Is=^T9IC6(_B!t=J=B
z`L;O_PSQLAi9CbREKx00fv!9Bn<P`euu}}lMk=JI-Z@Uc^G`ou><L<NJWNNI?Mi_Y
z$goNN6p0Ndi|};5Da6!+n&saR<(cc_<N9=?AV!uZ<9zRLI(&!vfXm-jSgAFi<WtBl
zouz(_oRdT!7vUHu0~;vv5FHi_@w=?C8~#GI$VSjG9p&wY*yGQ`hsHe-b)39AvQn%h
z>X;fW<JL$}!rJMZNtjw5z|ZR-0`#XzIHL|vFCO);7Sw+&DX{n>+dHMxTw%iK=vgyb
zXc=ty8Ar<<*$?%DXlxdAu6Lv9kHpb)-e9w-w<;6XWFhDk*GMneNsnUAeN*NNS4)ju
zbyQ_x_3c03y}RAqJK9SjyEL<ZZwU}g&hO-9wOZ13k0*!BHD+{L)O}L)ET-Pg#G|vm
zqyJLe@7l*~cF?XrU{$KvicIpU(Q{UR>~aXU=-2g~NP_K{hs%4+GCX^~U8uEH|C#O<
zk@2#EJtg`V!rhV|AIXFlo4>5oDRO4H<KB){>4%H`b&>!Pj~xW0)oD+8m4;$-<YEl)
zYe~LeUJbGf9CLgAO+krIeh&wNjmzCM#zx8#3b2jH;#Ef4zP+uzy$`t6No*Xbu>rg&
zUM60YGs9P?RhmGSV9JDJiJ3(rYYCf}?iqxvw20m9FzVZh^DF!0`|$Yq{QsOKV5*V^
z=qG$6*}?H{_=9VtPaUjnxG-9X0s+vk8eaS>-Iqj@%3YveTle1VPWWh_$&j3!n-rb7
z{4)qJAMkkPo<v>+P7A>#h{VgTK?%WU`e%gjjYE)-^ZpJVP-$2q#D3r;$u8QP$b$L^
zFURoF@o8=l5f~50|2J;4y8Lf$^IIRn4}}Xirt%Y}S1p*!WUm&Gxf4~CNv3}Q-}o&u
z{s)$tSJe^lg8VJf<F8&c7X{d!7wEG^J>BHoMz7JP2V^+VV95c)LE=-X<d47ME#v)S
zwtu6q_dcRM9Z4`#Z!`|ajM+3ZQg(R$C{z;ii<Jb+y=B{hCPV#7*V=foK546#ttPgI
zRmwzbpb+SKF1fSirn(3SkXZ(^ogAEbLj~*rbo<Qlk2eWUS`7D?BJJy}JZJIc^omz`
z4M!IoUgk};eqq@9EC`IJg~>OIVvzywX5?9Ti7q*^an8(>RxvWzRp&=IJs&_2vHJ(y
z<$zYkzh5pm74)41(m9?(U9Z{qX8_w^L=+s!7qjG7Cy`u^N$JF=OwRq(GBx8Gfc+8j
z<(w>XRn0i$+7uPJd(v?q($$-`jj%^kz8RoZ>xAKO%-b7eXJk~HEV!Zw$}*6Le?C@6
zo78$$5~SqWaic`tgwA9KGihALP4V(F_jyTybysS1)v8%7cYF3B00YgHSv?}q+QsfB
z@L1meGS(3Cn$b!}{%1m!LN%_zURSeU$kGHkxc6O(L{>BX;>jSu3sp{o{yc;@ovU8S
zxd06s72e_VCu2m<pQ>%rN>>J8jLebD_*HnDMZNX?2Z)ipJEZgB^aj1TZ(&Zi$hLa2
zkRS0@m~7c``?bHUW}A_I&v}9gD1}VWNwV>gBmsuJSe5S(f%R+;c!g2=NToUi148=J
zv7jkiw4&@aEG@?mx<Da{_ig>pM8$S&{NjYnq-F(=vh;>0_-NbfeTEJz<rlXV3`em>
z(7{gqAkFF(?2>C-cf^w>kyLQkoh!p}s@;ne-%l}Ch7K@HA;;|MWDX7gGK;GJ>n-wa
zY@&}eidg2zb&Jw4ksyB1X}w?D%=Tz>9>%>gJ;67N`%<Unao3aoX|S{yNO#=GhB(_w
z56F+(%?eL47}yFvEZYnu&(6?Yqu3VDoxHKHOjBtSS!_kmcJsTJZWPD7O`*oW2J-iu
zW6Y~XBzfN*Uv2DA=`koHXrG=+N6t3(vaElw3@o7*IO7~ys%n|!M31>Dcrt*MBEDZe
zNBa2&^e5yWQ#vN9&mcAGP5c0bq@1W!q79q|T1gKKnX7-9i2gT&M4&hRP~V~8ADWYV
zk)`8%4F3ZN$u~0{^}pU%IG!SR<2Cb_U<b7;g1muOxs_gTpW;djr_Iuvw>_EM4Z1M~
zsxf99NL315GU-95z4Q;|Oj)%_Cq51rpR8t4x|EMLhfg$<18=$Siyo0oxyYF@@DKAx
zD;Ir}^`eB$Ys{@Faz%5~pa4{lq+wBPY-`B%=t;^ne9*4Xm<yf{xgs{v_(E+s!Dj`k
zO}v_}y06vNx#z)!+i3mr8^;>l`_}LfI8BS$yp-P?zT$m2`UyET(H8S6dmqBeFZ~K6
zrB&Ws*uI=Y;Z^peLg4HBHl?Bn`1F4Rj6ck8i~87jxjK*DmhWFz*8UZ}SSa-`Y?1qN
zlizHSShBA!qapteSftR(_0MDpM74WqmUgSCI0)2(eZ2#x1}}!3k!6X`45}hqVs1lk
zcuV+&EqR?)lHAEOn3o9gEi}h1=R~>^pQe$~)g$R`?)Hxg!&?is!$Ak)&u_<Bje+C|
zO6rt(Fi;#fRgRv~C3u_rwC>T&zEaqI<dR!kQFrI`t*7_RMx~0l;c72+EaZe!^$=+<
zIxcmoZ=^ud95>Ew<ws_UMs9RCuhmWl-LNWYsIcgnaJ!83x-UNO^Jd;G;!3nm3j0`7
zwptBfPfAeKe5C7|%V&J>Vk3gRLg_0pO08a)9rGyxs%K5Dk4&@TXDV3zJ1EQ+Ks&nj
z8&<p^q?`@G<UCI<ZC<LP`iB}9iOGu%+`^9o0ayrMcufdBI&7EX+${>%Z(4EkC27&{
z$YKCI<V`1KaN(`amlZKNcD0(-o>uRQ`00OV8zC{g8Z4>V6t~?SS%?Dv3{h?`1c2Az
zT?3Le)(ei~Zg@X4#gvU<eGi`r2f_eq@Vta5%69+`(iibwtp*Ex1^GK#k1Ppuq^AMW
zRNz~`y!%M@Uog&Yz`(EcPS~Y%MTA@;u1>=7)^!&ujVoVe-uOmXsX^abel9t{8)-)w
zWPU%O21na;`Vyr<<Vo)kB;={L3Awz0*p<o)sz<Giw(#dez}{lKsyS`;&ARsZQ;pO{
zuK$gOb88>7KnP15$_|cTr{O1a)(X8j!n)K(%3y4Qvqb0b;XgU_KjWKeq{9=9HeOmG
zku3iq#3g4W`$&2U87h*}Z@gjAt*mc7I<E1(>NpL&N!2it!tUx+>RJL-;(iCm)A8Wt
zM)y7*UV|9eDLAJvlF7Yc1)x97j`E!-4M?^O(@2wz|0V86X1{8?FJoKf!;nOevt*|m
zL8MIf#<IhkKoMCiXR7)iC2)(FQ*RYp<C!1A2ox6qtCt<x)GA-RFoe&YL5s`hMb)Kv
zpX=*<A9ZKT{xE7*datZDI<eqjwtrcM+r@iJdKqzbUR&1|X9^s~GuL;S0V=kl>M%F*
zt#P%TNrkQJUK?{4%@W4wrC1_S!cc@j5fWgoP)b@eE+N)%7+2D9R75KCn=VXHVFWw9
zia*~u{;ZsXRrE?1&dCt-9)Az>#BRa+?dKNF%W2I^Iub6`Y5d*=)1UkQ`cb70#<LfO
zO`khShT*?xHc(e$eJu=YL?~+e)GFaNz(v4|5kWAv-TzSf<f2^p`N_o-Q?QmHu1iP`
zz{rzw8|MDC0C$-W2yi|WFAidK4)BtQhjp4|`>=;xWnVJKD!@dTc^8xAE2frF9h#~|
z&uEeO`Ya*tVV*6(*KXbN9|B5_V$f}p*{<u{SAQ;{qPKdbtcOj|%Y>~O%B81s-nSf5
z1f8TKlnju10~VNqAU4l>M=6ZZVn6g^+Q{%dbE>C!anwKjSqN9CVV=ZMTqrL-gz$aV
zw*yFn+z{a`EuG*X+U%p~WF}I{pD9^guEKfHlz0x8E&ZLoXp1UvRT>Moicbk$fP%k+
zlRSjS$FjT->(g1}f}S~533l{HMuVbk<JWTs=`dSkOs>Z`d21l!*BHw(o+*!_u1j`^
zf6&d|<5gx@+6K_X?M<HWR|^RjpP--Iy2VgPG~Z-zv^3DlrOSZ$({IFQE&Ed-K+fn#
z6ac|V6HgW#ofAm{vAk>z>D{K@1#)uMu8nJA^!qRkq;vlAYGkkd<v&wHjvLLYNQ(&y
zCb7oC!IAN-cS6~?#`ps;JWOB6SwI)9APF93?6K4ib_vFgGHD|7^D`|~q_>&h!3*ea
z$<H7IMg>KN1Jrn6+z!m_HF{iHGcvT&b$!mGxN5#n9Fc!&NUX8lr6#fdcmk7Po6XRR
z6lzGDT&c03$t+)!m{F*(Lb+CIILl?kzN0sJy$tLoSi}Sv*<fD3Ilrs#LxK4zn~fiK
zBH|Z#U1RoURUl0i89=V2t<VS|H8oNmBs{mHL^4B!)HmNR8+q9yHFK*}rRzU2BT*!)
zg8GG1&Rbhgp*?6W7RY|2(+`mT-2F7}-(VDdlN|jae?rJ1$e3T?no3ZuFrld|$ln~I
zP83dLk4rIKrNcBXwmf!7+d7>0r)cF2rs}nJO%{$RMR93yfMp_Hboy!-_QVq$+nwVg
z>5m3A5T9q%@1y%@n$VZG<+BP#JkKA{mFvIiv=yZbz4bt#@m`8gIYR^)-L2ZmStl^Y
zTyzi6FH|@4{JiM*oo%rKJoAGJlAdT4_J&?;bz0x<J52^`o)uY0N}Y;y29NC<SVN;_
za3JMzm1!-yx1_Pi_Be+|D+xH|4IO(g=j&+=Qf(<m?O}+cuv3x`>;$0SJBjWfk0>f0
zjSFs$)2ps6L7J&)a&!S<v=u9*j~s0haT%v&@+jo-9!E-l@sdrb>d>1%Vnug|`w<p7
zOlUvNPzEq4aD+2>fYGJyLz1<+Q+Z`8$2>jP{-P=FF+g10SI`Gn>Rx$YU{RDsLq~lO
zJQ2X#w_smTj7iEBQraFW2}dD?Y}7=`u9ZB>5mSr^nou4?t6N>ui90p{aU7o8=IJBl
zY#HQB{4}}17!3XJkOxQTdA&JY<__2K_VFgg>qp6`bs1jX3Ac?Y)3#(eB~_U8P}h@-
zNBkA1*eDnYel7}{tX=;yHnF!g5VGoMkR(8p5gVk!F8q@^Ofu5uRh}e;p{R@?h5vUE
ztN&>!-#^2KNc?!!5HFE6Uei@5og8qEbt$%FzVjh|zh%VQx>|qVIW48SI!7!46=)<Q
zd=Ps(4g!C!uz>IvVYW61cpsga?$riW1QlG&iS>D^_xanl`Uy`k5zWB%<7x(xY;P`1
z5C9YEP=5h*a}h$;MFg6h63=*CDLgBSPxQL+%MLz2?cmqDF<gbXFf-B8wHDU1oQ1=!
zbNAD9mDe3sXF>GfQJAwuFJR?LstgC2@+G-I^+j}qnVATx-*}hN8y-0v8N<w5=S<iF
zovpmVb_|-p`yKMy1|R~N=b#kNOCk};0jo{m%YFruIPw!oMfneA@w5(d7djI<H!-Xg
zUOozYeH1FvNYB3T22to{C=VowVbfHb{(KDl!s4wour0Hyndi@)drzpdpNmWaYL#nK
z=ndd68d<^1tZ(eEb>D5reWtHg?1k1T-cJbrfKhu?qH$A`;`?;8OfXgqXAlCTk_IX&
z&*_N9J7GTZ3G=|`uIFhfRs=l=#yGM(F_xu{imR|>ImpkJ<Tw=DI8;Z)HL9m%zhP+d
zv|AX^7Q3oN0Bz9+>l)pz>zd#~Lm2bgwGCF+MrKBRnbOV$BG0DnuFIWPsAq;j<K|7@
zXZfX*KD0-DezVu3lJIMJ+NPAvms7;sRVzhrDCs0$WdI`arhi)St%u9Sc!ejoA&o8=
zi@_zP=ugG6K<{{hS@fJf8v$T_28=Nw3FX#>&@38DV&hRrPXN`i5vmWE=m#GS_BI!)
zQRrIqptmPvMOsASbf=W}Uzh-hnASTi!q=T@IuTpYSVN`q4+-(ZT7M#rgNw2An1z5~
z8Oe21_UeHKZ&)QQQ#P?((L<h0sBb_(AnFHHjc%rWCQsBTy}|v%pzq{tGCvrl@q1=0
zVrfi1x(WR{Wf)~R-W^pjv>Qb!4}}ajGn&#2uP@7EFh3{TSAWZ&Iu#ne6Uw|jtbZaE
zkQ?9h!(TE_&u%`1wU1k>Y)Q5Z-|N`4!b<3b$6*{cP2c`msT^x{(3)Ocms*JFawu$y
zH!i$bLKls9Kv`@zB5aXoaW|EV%+oCTI7apGSkP~rZl^@H7<O{I(w%zQ4rjZ$$wfkp
z2K(}1|A)_xbbDeYGzIRm4H}87CvNy#j|61?6vUYyaM_r|muA$wOLr0DfvK0L=_`jL
z-+yP|kPLtf9BWc>CgDaW(#P_!6x3Yh1w)bOFwdl+e<J}$2KzrI;1I~dLP)<$HZGmw
zWEqkZr}fk@mCCouM)U?MKWyYzAK#%~eK>M1O63VdRna7}_AF6SRNnemWk({o@NPvX
z#Iy$0J6<2!Ur?G+AEp?nymHmpZni|naW(vV)=M!rQX_9ti1>?YFk~C!^e#|6QbYyW
zdbM4NM1zGF@ukjelmJ5K>C<x&;|^aBDHY#j8$?^SGdZElsV63g%Yj;>@0}ka9*Fi@
zHIkuxX<%U9gIWar*`Ef&_R3k7EH)t6_G-q}He_4fgdu{Onx>=d(|Z*H6VrPLOe($%
zf44`Ik_@sioF3_yBIoV4pXm*AMLTgFt9dH<9EO9-jR$xMSFy4IzAgxTo4SmVB;e{J
zcN?ar{+-kNMViYMmWFOk#5hvcX`*eR#cPl$^RB`)O|TxFxhLb*R+zvI*MPfWe@+E3
zIda=#wWdo6r;4@p5K+OT=AIdAlF9di<CA=lCVcE5UI8cwFtY8ER4Q)iun9PS(IQJi
zFpWFWW27;weP17k@cOtzV3S-&B{Y?f9fs>VFNkXRchJUzzMlbj#JrwzAN`F5HgpFK
z09dhIAVAr!bg=C1{4O7(n|uYh`baK)ooh~J@-t`ln=yYQmq&{PVIl<oC%+=XKgjR>
zZ(`%0R>2Sd7q*;j^s2S~e%j^Vyr@3ht7;}D7Anxv^tWr^a)9_jcRv8OnlILA*v0n#
zdD1xYxws;{ApJq3Bv3+x>E|Lr#6HzZnFn!Ji^>4@u1r<MYc3GbT@t|Ji5}FYtOe-&
zg-AX5W6(F!RR$yvcEPpb2^~W>!yh5c=ZbaiG(;I!HVY$uNuu?X7-WNjux%~CGF^em
zQE0pw4f~N9k6>K{SQtTZ`dM_Pfs7s~fH_Skb2*Io?`V`!)xSfdm;kRSd&6m!F=LvZ
z%q~3;Cgx_9!KNyN?bP0CfT}hUY(`P6Sje_d9nV8@hbmvyVKq?<XzVdiAA>mrcisrV
zyy6IdYlsU(&UYK6!G-0F1r~?Cf&CugK#egYP=sNF<**jtZLvtzg^}<VluG{(asWW7
z2BkvBR00UL1N><b=h(1huCE9F74Gtfo6in#^8py?paaAY0f3v2MFcE?@E`17a{+OP
z8n`3@vQq`JK<t?7iGSbsja?2u?zRZV?<Ipmz(KJiX_{2!e8sI4X02JPBktJIi0;th
zjlZqYG(M0lduWXhCS2|ww*K$QLs+N(AbD7klA0pgdm^Ct0wbFnEcD%P&oP*jy(&Lc
zStO-D;iO8l++`ey<g7pOqInHOtykqHI_v8xE|hfN6zw@)*IXJ|@#Fyq<`-b4gG$(f
zD`u7|vN?kA1$LAX)DJTYyr3lQpp&v~k-B&+6WRPB*)1#k48GqtYe0e|6@`qD<vO0V
zIl|K8fjhqjc)9>L7{2vC<_7CcsQ!&;2U+ZVwlDBUo{&8H8LE(3gKUFEs7+(K!X&(;
zGnU_mdK$7V%nnDb$>7A;T%tb@DzKgOzGT`)lSCLLQGjO%;1>O&0e;6sa>aPGfVb4I
zpq8-4A*UJ=mv-=z?t8A@q<2_=J0&kQ6Ok*N2z8LHS@s)%0`T7~v3KKHya3cFv$KT1
z2xw>mtkDu|Rw`x+xf#`OQwgTd#Pis7=DkQ>zyMyTfdwv4S$G;pt1|;Te)#j2_UyHT
zK)>}N_gD3&3t+PeR?XX3s8T<Rpxgqhsa2QnGeI7qllE_hZ>VA0wcA3`@XNAPJde1y
zZ6-1A^A;w!rAc`Ow-$v7lB6pYnCgAkZcuv$mQQC)=fLOlqqKWxfRLh$+^98G0^Z@L
zFjb4arR)fvA<<MIsq54Iis5_Z+wv_@#=;6RR>eu}c#-pM+>Hm#&PpVK0Up=B+gAsf
z7dfB^ao2>5Lb|y|X$u}tPQQ{{uy6_Jd-s!s*1If<QiT=X2>i8&jOXXS>md_EG)o^M
zGAV{Dd}d^$4Dz)C++pN51l6k|wteN#>Xp<|ojlWij&@q`XlFQ?6CHDx#EH7UwnQ6u
zZ`OGX7l#pR%k`6f%)r~lQu&1Q`vESkkE=E44xg6e0h?B}fI7%q-tK{o``V^i%ve1a
zV003+JbuWnC!3?Ad>X*v*dC$9z~PS~Ihx7PJM2sUx~qyd-lr#~Q(sJhz2R%%Gtq(@
zCkBkb-gJJ(XC9${A!w)LgjF{(*gO8$hONv|*=9A{_g5Pq>>m+y_O#6<#OXv9UVg-v
z_Z7?ai(^)3zFiC2bRwg{n79lYJqNt_0l>vuK);B&3gWk4N_s&RBnM0Im#W7bOlb96
zwWc9uFW<qLBy-srz^i4bAkS8Tb(STISepc$v6?#~-BeQ_39s>K8kr+Kxm_=FtS^~F
zUtdwRfJBtFL@>$}K$*e&GcrgzZEw{6fm^v>3w8sP8wjJet>giWBJ-#eUY=A@S3hbY
zqNK^9jLL;yf>SHVbfiBi#c>A<KtGyRgk4XZt1*pGc>)X(8W|u!5WWI96$^E@+rLth
z*$I`RP5@T|($hWvqjFpqEXCh8r_4cBTEJgbFRFxf6Y>O#sRI%TUy<!x6VU&^fl?QZ
z26R^RkA`>G@uXBe0lJ$NS_1&nqPNdbl(1)tRB;yI6BP9!NUFStBXJyx%vaXv_!_A+
z&0`=V7d|4FxhkQQvJL!<K+*7rYNGxOoBi<LR1+%K;i@-)eTjr9<R~hGSx_!RRPw?U
z#*T<otE$^vfixKpyYrh>H7UV+!8VjkQ4(MRmdQe+*j6omR6hLZahrVq`aNC^3c&<F
z+2)|NBt@v_N$iB%<OumKFv(F}v;7T>h?a(n$Y`eu{~)Vu8(mNQGvg8fQ^ASVcEgZ+
zTK`J!a9PAiqHuIN9hz_T+2A2G?prDec}8DuR&Qu{6QUk3O3HTAtmQGg906JzKzAzA
zz|B#mcWK1|?s_erVEyf+bEeQgeoj@V(9*gi4_PiS@CnAN&d0zdSbvB=a{A3xVU;X;
zOfmPKAG-0#Xi#qHzsu8DG#Ge(l^{kibRF60KP4E-8EvThgE0Shs)}QRPQs27us78=
zlFthQz5FStyX_A47(jEZ@omRdvmj;i3bJN~Nj1?s#GBWV0Y>@~ho%_CKI7h>y+lPH
zyxJrH&~^@DXhSMcBIyE7GY~yt47lj3cBHy@J1QsyHXJl%I!2F{MHZ;crA2~saN>6m
z{GALEkt)cGM!bcpok-9{NbhL<D3Q!C-|+pvvV7?8Fe~pSjRJslDEey)U;ZUPtTH7y
z@MU8-i<DA*IUf_dcmy^MIZVUqi!qu{PU^NZQ0k#U0nv#c;StJ?nF{f5rUCDdQ!$nj
zQfDUryPW1k-@o{O!sECCfwY>h&ssZ;r8B&2WV1NP0d;kO|NAzdY`+7aZiD}42B37;
zc!j?PfyN7@zxsdj|HQ0p<-Ot>V2BJ_+<`k?u{&HKsGjqaTqd6&D>rshChQkCAsk<N
zl_i>Z-JIt6KJT@OUT#PzM{+(}bCnGH9x+pa76O4Nl-k)becHWb;O~lD6R6KP=L`3;
z3j@$L`-u;0!Z52Kog=YTak{2}J@UQ7Sm@_YnP!0rqstD*fcLjYa;wtj`1>5sLhGG$
zGO{@p{g;0~pjPI1_x?4YR+{qN3Gn5_tovKBa$PWDjRR+>JZXp&Kebs>y$ov)99ANS
z39>$!L|i%7T7dda=tc}0D~qnNM&7R&p8XgCj3J943>~1jMR~Pq0jw5!Q2T0pmdwyU
z7@9B;e=sz^Gjouf$7XRiq8GamWbr^cS2jIN3)*==rXzIyDkK(BurTD@LRJq2PMv>s
zrO$|G=l1hg&8)(`DhGE4iA+mS!<QdrZKAo}MgbCY6(&4`(2`5Ln3!IL{6gz69(~Y#
z0qT@#yLQm_vMgkYKL#G+(@|{_bcGXt-||KNdEyL!PyKpU%>LwZec`D4%Ddd!k_Bl8
zoF%TMs0r491p>DN5cYdMRrJh?b|X(sOO?iuy?QD<|J=jVa?()ShOy5C<kB_)E67tR
z6io~q$lCePm0j<vtz)Ba*zyC2^z&<@gG2k<JJLH$ftm-nQ-Dw9!oSi|n23cySyECi
z4xsz~z`B5g|Jl$XRzr;r{U*J5w--E>f{^Hc{0+R@6`=*<jn%%t+cy+}{%Rip7xTNr
z5*vGsuKn(-{%sUX_)A;M1HAR-;05IK(Wf=tRZn#hw`!v~5u3%YQk7P3ec{28^s-qy
zWKx!~`h0!}84`(PT4Q4lvt#>pghcFghDK0g_c1j6qS9NKyhhQ2ip+nsnTOz;vxG%v
zIr4WkM%2ST6kYbex0O!e&XcEzkube`0Oj9M6c@d^c`O_~aSV9<$E=qeaGF=d*I!9c
zK|uIC+nmJsW#wdOdnMWS)9cqm*=w|F4xhy47Zw(pleF!&3<b2dVz^RXK+1>P!hi=*
ztC_Y1Jr(zS-2w|=KkfPB`J3n{q@<*ozw)074NgQ0F>Ck+@WaWn)igQ=gLV{-Mz0?X
zFYmtKvC68ebPP(Mj&wBRMP;trx_s~I^&K}Ox^7;)PQ+ymK0Z?vF3!qOvtMO6Nz#zF
z@3Tsdb4NfLryX<;o+qT<4bw&UUL#^Vq97$rMBGFVU*&sHi#@_NleLwrWHiQ<%@?)%
zuxL<R?I~g8qxiPT!N6pkR@b?tuDT7`1O3|)Z#&BcUb%f2lyq|EE>TK%0YZ{UaA8Q(
zGNy!HSTOx@ZI!Xit#eUNUj1Yd313(lGHXuI#?-sLnVl6h(#%=HG!NQFO9cobMewHy
zn5_09@1TdD4o;B4_vN}aqXet{Am%uiH`XM~x8eANYf%iTo7z7uGNWV0;RxC~^yW-2
z+1!bA-k>_wo%C|<H91B&Jx-M98ssED-I&@Hy;FY6AOO4rFxnuMYf#3TwhW0eNFobO
z0Tk6DuB^1XFAKBL85l#fT7p)royOB$6RibY-B-?C`oX~WQbN`m$>p*mSB`ZYUnSr{
zC_3PMK8+&*juIIZaj<!LFu_f)`?l^hcJO;srDf;*Ya|D)Bp7|Jxtp7_k9T!5j;p;Z
zxfCtZo6YB`MyrI3R9p7773;iQCS>;{0UVEoULhd}3&KJ|tWe<L2C|KN4kG67kCRri
zKY4|ub>rqzc2kP!UPWn+3|vZYSb?tW6*;IlY5gF#v)E|0PEM?IYaW{_W?*x2G!=At
zBEMzW<tzVsk)k*FU~_AJVd3H;pz^c6L~DJBfi>{(hAg!jB678@FHZ1kHF-8Kk&59A
z4m1CNgEs<#&;=ulw||unjn+21cr(*^mBa=+7WnaOP!CjChZaXy!l{}<1-cz(E!3Xa
zBSS^Itf}1<Yv5nrlO@W<PgqL|35hd;sOaC>n}5rq9oz(iWNKCCP+$5*yx*%=C!3l+
z8H0-t!@lpE58ph=1<RWA-r(aKW8xsWKC;ITdfXjNerE>`1dvCSa*VOrwo^n<X>Q3}
zA!Bg497J9I2YKcDtyWf3ldZF@R-2t6CtnXfU!cldTd(_t9Q3ve-%fR%)HuBzYkfk(
zipGzQ+=ET3OPfWlWiKam>`!hYkmCC2(2}mPy1Wmk2xotUPCCUbDw}+DjMx_B7Q_vW
zy7&|J&Gcrmk7A$mq*@=v6)`@m^}rKt(S+8q7lx3KC_Z?&Z){&9mghImPM;31Rn#&&
zuz?a+KBsK_m(j2Cy3N!4)IJMbAFHUjuVO;0)!RUa9#SlK8MO{{$hYfmPl#r#uvuj<
zdD1ZKs$tszNc|TS-7HNj|F|nRJoD+gsex-gY^XHKWWJPOO=3qh4i37*mNNI%j;@o6
zE1`!x59pg-ND_v#wSi9;X~@W@fsd>`?qEiQNL#xk=EZ%*0n@@Wi=l~N2)ee@sB`$<
zltTN_k;4Qto*#mGOC6aWX_{`kT5vW>%-k0T8dN81eSJk%?S9a3kW0|LBpb{!i1(d<
zjC|77YS?s@Ex?#ldL(}l&L0#Oy2RB3&X@C=R2a1PM>bwg9~<Ycy?iC8rk&#WR!gn=
zzTFd3^r|6V&cHhrP;e6-nROt!IWD^DZrE{xNe#@7UwEO^2qt`XR72ubg?ZjUQ?-Ha
zyA@6}$QeZ@{2;ZBbbpbtG{6^1^zt<b8IQNGtQFC1r7te$eI&9M|B$yc(+-ApTJ@oY
z>Ri(yuj|=+r(=XEFp%h81n6__PE7U<;52;4p)fvShy95THJSH2O>M8XW8a-djPxyi
z{gUVMe2O-n1P55AW`cq`+JS~9G_T3+4Cx0HY}T@d#h(IMWtb7+VH517Z#{Ke9r~7!
z+4tj;lQ6t@D6B0Ty4Jh`j3<~txWJOBKqm>bVz9#Z{9^i3IJ=^}U5-qL^%cbe&rq@M
zCo$T*%gGG7ogLd{8w$%*DG<4)9CCG0F9?)F-uX$#u|{_>+VxbMyB#H85MAp*5D{<5
z9)#?CcbsvfMvmhS4P$8YMc$6j`l<>m;8%~XAb!yO)`gzWWFVz`r2U-X%)eDx69Kvr
z^Lyo%BPTjS8`?u~!9}wF9DZUSm!HJ}fy|H%){@#uqlYPzzZPP7(<Wj}qh7wYQYVI9
zdc5dSs9ja&TjUmIS3*=&Iy5L^QL%y?yh`$l18QonH*Qp;-0*s)pm3acRhuWP8ogY_
zI1HDKq3a+rL{3snH9~g4PH9^6(>J5DKN_YqIS-KUCLuL;hxsh|TRPLWlf%%t-q>eV
z!!>+lD=`whU@V%cQU6ximA{SXnYXlFtRAxZ>*mH$YVD8$?|_hXYnG$?YwI-n*bIrQ
zU)-5x2g0|masiCf9pLX1s-RJ8+S(B58g$F7eiMrN==-w!MvpjDU_dAo@I%M&L5qAP
zWl0aIv=ocg3KY3P8`xUl8Bm=Nlzj}%;FB*1>to_3_;SD(ib@RHU$(w<sLGTPcRQt(
ztIUq#fzL7=?S{`6`_6=*m08;O){(0QZI+YN=<V0pg_Ez+KT&@wFb5~cGiwRTz=AyP
zi+)l89l-O;fpCN8ew5fzstv~Py@qLgAl0SDM7i>b3kbkO1`p3cN&dlD@(7Xm;gdMG
zdpVz>fIu0oB@|1>i#0aW`=NICd*bB~EG`^zo=)kW>eDYs5!L1{<7<>e(B8Ijct03q
zxHO*_i+k|hVo3S&5XQHIP*5i}bb;+bLMpT02q>JG1xCUlbM9l#FmC8Gb7>;3x5KK!
z_=e4Bp2umPG`^&<$`5gp(!%q-FC}+45mn4Pzj%*?d@8Oj9a=8~oEdKu!qfUTmqX(G
zv?vZ?9E%Jh+TP5SO=oXYXTG;j-^ZJ#kq}ik#{TJr)CTvtNGn0J@n~6CAyD$@J18tX
z1RCl@GH@+dmLn7%HvIq|p})TC{H9scefkkWT$KVh=4<a26Kq%MH}nNz_HhE$oE;K~
zo*{#QkH_TnDX`B|-p-8!&wll8U5XNigncq_D~tttx3a__IGK6Q@tMOsm5Dr-=7|ou
zR~19=y2_i^l@!61(CmFS-=L#737@wKLmuC$$_%CjC01YL%lhfiou3xP_Zh!o<GeDH
z_>sa82)qNJ;Ng%vN*F<GMxNAl@5ZW#skRdRsRMBQ`gkoO4AnW}%3~<Eqrd|5X~Z>o
zghn5;!zhGQ<ZM-R8d%RBd5nMZNI0q0M?FCr60agl0}xLmX{bVVNWNVP%jIWH8UW(i
z76yN_<=($8XWVN)kD_+|xeO?%aFsQYJRsT%6I;BGEU3nV`EEqPJV`j8>!^^H;(XsD
z6g7-@m2Kc>ofq#&e4Z$|?>eU;$dh*{pcuS1wOtDcFwS_rL*`(1H=8sjcxq@k{XB*%
z9o)poHf3^XL2(1BtW0B7#Z~G89}AVJ@kQYo8PmG)a4Y9e3Xz>rAP%wwQ%FybXo;Ab
z5tM8QB`kN&(brN2oxrAADW^qcc%4rvKNv4rw}Iaw)+^q*LzHxvkCUJ@JJ-hlyGFf^
zzmc#K7%~4+h*g~hdE!GCmEYknKMDJyod)*DBdb~2@uRfKEx!VbXW=#EuEMNVv92;!
znNQ%L-aE}dOM(QzJE*iL$BWwEGh~`GEEsHlE}o^MrXW?7NBD@TUO+*$u#k_HS=h5j
zxnk>=a+{VRt&1HW!r5G$A*)O4n%@}veyV}nfhSB=CUsl6E_ngTT9n78HEInRGYS{C
zO?0-EizXRK=F-S!;|=fXG&J(h2h7@0<L7kF7f;`@-uL>dAEH?5L{rFw*7=UW&_<p}
z#JHpqpIQ$c%JCWlNpjK`o89R*ee5>|z);xi=z`Yqvzm23=$~FxbQ=Y2OBmyX$rhY?
z$f<HLUed4@6y^uzAob8BE8IXM%>Z>A6>yF5;2`pHG6iKwn8N?anU+xi15ppVKft{?
zs&6T`UGmX38N%L`w<+oke&X_nOoDR&?|CVHy$+RWq-ta-@Z70zG@Q~cwftjq195Jl
zy8LEhpugMtz!ly($!c>GJ&~`GB`FM^H@S?*Hz{#U#r5W>!U9F`Dstor_3=lnP8!C8
zv(y)R_|xmL%j=sg0SLFK_x2JAx%f8eAimB&OvfNs*kh69O!i`U>mw<t<^6OaEju~s
z0_o-Wg@jmY&PO=3!a&xF%92rc)YQ~KJb==DaS1o)Vrqs61Oy5Bg?rU+xZld%5l_ke
z4j#du0R*IBDaqCnwZ*}2?5u!w*z{_-&YFc;lst%ITIxkU6lg@?ZQAx1%G|xvUJlP)
z@S-c!kENQwo$0QOe5{&>0BOESWl3R5^FWck$83N@M@2;)!2m}gl}L!APBx6>13spM
zhawh=1}lJzkK5B|XpDBk6aq?Ig4a)S7fm2jqP#w-VI|%XJiwTLOL}8xX8;y!H0vi`
zMy#PT&<Pp8J%fb-9)gN$;0OBu-GBN~Cre7T4TLWW9gH4aS?(VT5EH3Oi?t1M0(P`l
zLc}Ldxp-T2HU;)-keyd7$bz!e?8jsj$a$O*#%Z~CQ#RxXriFya^+0SO5E6xpi;L5j
z*qbvndItyLFxjNVy3$qD_gA4mLJ-y=pGv+!nJ<@HuLtjP_Sc(KZ$U}Di30*6q?y7U
zAo>&bMby*F4=aD${or_`?1tvIA;l`V^O2r@2AUCcD3a(%{;Gf&ffSip;B8_7PQL|^
z5wl~xFbU`^O~ku#X9?qwdt>F%mzpxRvjqh8{@HQ75Judq&+ujOWcmRIH+}<{T<_b<
z2wM}SY+svF!vN5JQoKXmz7{%_2IZh{dW1Da$F?ZW&`o7h5S93c4-enc9~bwVtn{p=
zA~o}@HJ!$)tdPIWCIZh5#fKsu%Cwsx2r}5TUcJnvFU%mn&KA#Pj$owGWJ2$JB3H0w
zZi#x3^WeBI)KFZ(B7@aPs<*<=+bJPBxnMmgioZtBC24g-dyKmvQm(%nW!iS-a;d#z
z=jF|yHCy^wcDjv~D0KaRDx(TEaI(5NlyPr0dhlf=D()L3{PY!GS{!svD=B)+(-T<-
z^F8wUjqUF4uj>cwKG`3xytlkhMnU#E%3&)fgmq<&C+`BlX*Znh+nf?NU4t${Et_)P
z)PY+aEz_TEi(t{<CjA^m^-^<q?2b<06hAFla^H%Glb3{&=~v=8;QGc5VM!$)C%Z~7
zgM$Kz8<6?dx=n*{)q0_1e>P4-l)tHXn*Y-z&OWlY4Bu#SuMy-_QrLRe)fZ*^)w((p
zlU1|TI_vdb$9ntxy8x<(`mbHR_IhiikH6M$7Mi1tR^6~9d>AzB(%NfI66>^XN~?HF
z5R3Z=nDZPWG5%~{f|$xWswHV<lBi8@oOd}Vi9|N9oea2M3<dBU1=Bd%OK+5?zgFp#
zH-Y1M)Krw>R3;?fDLXEFW)On5cPwgLJuWWO??`w4@vF8-L)0^-3U~(*porn=!t5Eq
z&cJ+Oy&+%jwSGZF&ONxDi*Y^o@X#=|ZX!Y!Wuchvf{bMDO)GIv+B`wgo;Wt9bh(uH
zM?|k~v}s}KK)N#qxl!eKg|eHhinM6M37AhG9GzCKSb2xsJ8;iGLwBuB`CR1LPQbsO
z>bbrxH&-V--)=wDrW(JzIbB<+C*GnUeD7rPe6bG78<CbP<d8_P+%y^+w#syzxo;sV
z1qxNcwGU$+%8yQJFY$JP_$V!oa<91dz<#cLeDB~|Ljy^%o0nnNGG^Pg0)ipc`BL6O
zk0>l>#gV7FvIV54v$vjlY$Rhp7<|}53H}+ClHfow%Zk=RXSNQ}(+KZ~J^CW_b{V({
zH+>bUqwylHq0_DEeR&Vu8;F3zL$7rZh~(8rM1yKIH&p95Q)(xW;&^v4k^++ujcvs?
zu7tk%iEd)RObg!Ov}w^2y7N~%WMX7l#;*O=G?Ib9vIW;|IQJK6@QFxoluay?Sh||-
z+HaSvF(gD|{x(!EoNkX@Z+Xpc@!Rg%Z=Hy=V$a2RVW8-ck9*>kx?LwL>r8Y`DjzO;
zF18w2B;h@lOpqLdK-1x=o&zSBuCc7s;?uoCb3p`w7Oc`nblDlqLxSp&_49(?_2@Cg
z;yBRfy!ilJ1TLK0!%zbb9$i;pdA*JXvVLB;34Yb0O=hc}a1YYw>I-Tl`tGDBp2{qI
z>Lnu2z2{5wA$t7WyG#_OM<R9HN%VP{3EoJIKWApoe?iVPka(+xrkh{LPUs)?Nc(e5
zv%GvvD*~ILr8HO`K%?}f256LmM~4+$XJ}0NRc=SE)HOx1%5jy_UwSC2xhDkuB!_lp
zN4Z`y99SbnOLkWxW)$BgeR#-tufEU8+xm#f8?6`GX+i;mvmq@{QG%X#+VGf70kq5D
zLv7te_qt9@2nVWr1C!}abZ4jUD%#Xp&HLVW?~K16WinSg`IczRlW@J<sbV3je%yY5
z%va#yGrjV7?}zsTI#>cBl@|;|84r&$@4>mStE{_1pVliv%XUF$_(RoreddQqG>p+x
zZ;2vL9=}M(oOg&v+`xsqrwe2Y=55Vo7q1H-T~PRUo`9$r=}6Lj1U1rgczg;48Pyq?
z>zc4ffd2X*T|SzqO3Hn<-c-VbnA&-iDZFZO!}H@l{UG_Sk1k*7wkr9;n$$njGFp)Y
zD?j(j+?dd?rZKjwfP4rKOoq!U!-mZ*Z*_H*?ZZv}0N2xK6RSB>$r8v#YY`b_m+a6l
zFDyRnIG*eC)564uZt<I&>g(0~W@d(6@i-;QKsZi4jM1;HLu1Zdb%rbMy-<QeLe<pR
z9{38+_}Cp4b06^xmcwZ|#J?zsi%B!itcd@Nw2@<FXw%z6Mn%<|HCkvmdF`$E_W{rK
zfAv-H(8wSjo3|C};s>WO)&gB^Lj^JQy{KHDJTnBJzf{4I7K!8S(If~<OTI-8w3)x^
zRDVYa*{bDwcPC-fr&9chDSL#+FWGewFBjwaLH}T0Qt883bTqHt{^?ZvCkVkPK7I<)
zOj@91hU*xBnHrQypRbC}zJPwvqa?o^+%RNBzbEoX?W#hs6Z997_5%Vjfm3IQeA_7E
zYrQ&wIkA+Sjsy`w;?G|JJi+w^Uvgf;bED!*>bDP~d$@%icfz2o2S77t{CfTS6m1_e
zD;wD-UvvixqtM3O+N%(MZd{0FqV>%AaNE_KtBV~>M2a{g!CFXZ@lSd#R=a*2KMKS)
ziEnDHYIMPmIqhyUQ@c9GfjUB-g;pSk_c`4c5t20WAw#Ed_--pG6ddvBcSM$M{x@&N
zo|=H%=&$eW2brpvT(tL_+-mC*>i4tVf}DW?)abx%J~mnuwMupDBe}}$9pMUNNdFy9
zWVHk<jZWrnypN7jGwcy5-d-5^YM`-pvwAE7aG{+{SmXOppO<uK6>z{|p3{A7{g}Om
z7{%>J1PK;S^1adj?O-!mQNw0$u8EN<QByNB!cf`Zv<ExZJhe0vXoM2^i<<meYS~rx
zV}Z&pTtK>-7LIvxWZG^;70<_)io{jf$n%fQS1}u>@7g?k-$vle5nG|yr-sAn3)OMm
zHG~6w8s6XZX-e%8=r(0Ie1bpD2p_72CGgq)rccwQI1=GN(XB}sgd55U{DNP~OmaYw
z(@eKC@C?QhegaKJ3*o^+1+Gx)m3DzvXX(xmGXOch+UM(h&bRgTE$e2Zc>tYL{wz?j
zA<{BHfArE)7+LAKc4&;+fE1&!%(2o+A1!1J3$sr1XZ`f;n<j1>{>i3=g~$4?XY|l7
z<hCIG=w^1N6sl~S6{ZE+H29G`0wzK3T`&?-Rde9*s}x|wYY%ZcJ8CC8Kq_soL*L;Z
z-(I-9>6F0)Dmkg4eLRYoaym1#?@jslu!VyuUkW7TzM-|#7wRpb-q2TSg`!(T3m!;5
zrv~se1xj(EbEm(x!ZRZ=FNi|*OU-TWE?JaAv1Paw+j@k~>x!9{KmJ?>&vAHKye9!d
z9>8;P<S;CLCeS?vzWlkM)WN~xX0a^bP9LuE=}Y1gW6g+Fc-eBq_1)LLZ{xH<s~K<4
z4pu)J*MZ*=WwbTr;=1MVQe647EaYoV671g7=&z5_z1vLzO%(3p>J;L}svSziqgXB!
z+Zoet0tzC#6~?Fa|7nT=u_j#(c_MIPr@P;qV~>8q)g{dxwmfDWSCM(ds%(7OHDns2
zy2nAt6%%mC4fpOIQ-OP5`RToB3ld>j^aT4eW(~nHfrXlBlO<Sp`|R}iL01ama`R~C
zQBqc?$)Sc@sLYIX>uBJY+sCY^g(XCweNy}EZ|a-!(%xyLN61`~Ishu;cYmF4>q9Mp
z_3mqKd#_K_1{asql?~p`Q>&NAChETZqEt71Ljx+?lF8wZc|Nk83h|icF`g8or}f#7
zT5;|%T77;B{zoGqrM%)c{`lX~t)$W1w|YSRDs4R)qUe5pt&wva#ml`?Hc3CrM>0Z3
z@QADwDS^V>-OtAx<q;3<kShx7C8PRUaR9j|!*ehGE^zNE=ej7ih3GBNc_lfb|M&sg
zpQ-xCP$&JxHRmTxR;=x;l6#*l3s2QG%U071+6cn0%`LMJKTOY4BpbM7LA|2hxa6oH
z#L2N$3m$(1IgL6b<H5PZ{hpQRmLhfP%o4#9n3P17k|DkDk=(yz<V=RH_y!P&U*NRd
z&Il|CXx!i1;yR;x3Z5QFukY*>jPDk=KCoMgAT4|G$d5IcrRg7str=A_;%ZDER!u(h
z8tdj+cGWtT^W@+4c~rUQ*0ss>&F`u$7hV@gee<(RVEIvGnY45BHI=<)G2Z1i#zhd+
zBMmRgaSRWO?I<?%jNca8e$m0Nd8Tvmdkb6Vy~_4CB1d%op#-XYcH>44tZ7PLBQYvc
zxd(-z#jy9Pimi7$2dE$}S1~M|E@ozCsYf^mr>A8XmYtH1*N%18S8;9aUvI%Y0;U6*
zvmkgYz!1sGF3Q|#M1_Q+Ase*pk7nCC#@rp8S`i18>2D}Co4+xg7^csggMq9#k0p%8
za{(P?tIDuA&<P8D>fnSpxEXtnHQ?!0olbs3D(7?|nw_vE1AJ}BOXgz$HKZH{Bg2Wn
zml;4s3J3ri%bZcuODvX&G~lD1<9>w>(o7rxN+Z=>@;Und$9?E`0{f!ThVr@Y>byk$
zs`v#XR8#^5gpZ*hCteDczyc+DJp%*CU|gzfopD<Fs}pcyu&_nwZ@KQ^wU%@Br#-g#
z`b(^&-$Q_=lYT~nkTj74m}Hfz31=Ly+|=Ukg^6H8Y7)pV)zuCSVfz4`ZfSshdGY-N
zs;B?PDM%V43`r)!>rjnp<q4>e5rE+c`^Sq!=Z!Ku#{HRa<d!_2pZQ^a+mBig3uc$f
ze1A^W{!epf85YO8VEM*ENN^7t2!Y`4Zo!)nAh-v&pp7;bELd<tXe>AhgamKg-7R?I
z?g`#(@xOQO+}W9(-Ffy|sZaHxt=^KZbI$L)CClDm9{Z85Y>AT5VC@Lh>~mo!FbKqG
z^yzf}oTD+X#CT7X)elSWQSUVg5cIfyKRjFwI&m&NY>H`AQ}Kayd9RBPH;J2q?_B|E
zVQi@s`R!a$;{LAHrfoGNEm@^KZB+@o{wFjfHw|f62;<k*a{rkGW&PbT`oE(<vuaBl
z=)3c;uN8tV&uG^UH;0DD_s_XwzmQ-19r<4k6YsWtr)gY*y){v*EKAxi(wnM`y{*=P
z=d8E&t3silYyw6($PRCcIPnRc^^6R<aq}k~%hTozrr+$J*InlbUiFocrHQG_6`O&6
z^qlO@9EH6}?lu}wwyE=`V;^iM+|1Q{>BZnoxsJtRRNNY5`o%b+Ua<~Fwve{s>D?Fj
zVnm8qE%JK*<RW&!NxQiTxG>KG0nF=!$L;~-epfCVd=ji_i+<R&Wm#<{*G<3(UmIUH
z#XJ^lYX2rXs37*MJCstOj1r9up^n!)y^$|={RjSv-fuhi8okVay5Y7S0{d<2Xexg2
zQ5Yhc?i#q~BMonYPm+8k-kD{RE3h>8o|V&pFNt=?Be^JQhFSYB1&L;BDX$t(JR7@n
z!#?ALEKtvYzQ%YAepFN2Ezr|}Yw!QCNcDBck#C2fYG#-)&YKL>Sve-@e6W$=7ntzN
zjGSizEpu1nTsrRm*v{C?w07SeD*J*@@|GDze(QQn<eZS8vjy}vXT9P;{;6>`m)ZAa
z6L%Jv6rt~uIt_DoGcQ##`O<M%@TA7WDz`u@4fh>ZYTG&}TFSZT0<KKcRJ&rI^YK!7
z)c0UX-JN-@kx|C|xgs)E>4+GgMrz}!Ysc>zOW@7d{#@7+YC-`bWQ~CD?c}6C<7;x)
z6cWB<u^ahE9R=?o=CO?NN^4^3h9oUu+g#czzb*VV+PLd*Sxaq^9aU08&5uFeu~GEw
zyYK_GhzaI=n~=%?<Miwjb+~aj&f}OSr=`htQ~AA9*Mm2Di)1QCD|HI$lLCK^b$7h0
zWm)GQzhZOfh&(CK*I9HSG^9le%lqOUkye?pcIynQtfgPv@F0+=*#;!7;ERT}+oA6V
z)!Wx=j`mwKbB>jcEp}&B{W<>Z?$Cs}Cx+k~3Aph?Oz{xL4=eQeV&%3&jiA8StVeao
zb6Yop$cO~s$h%JgYqNdl;RVMVDBI=+hI+F15_td0Gg{R2wRyv&lu09bvVLx2wy_j^
z?x1sg`#bty64>Y=KlOWt8!!sXR`lOPKz#EX`oSOhDKn&TnFT!9h|5<8YqZ^Q0YaVO
zI9aPYOAjOuSNmVn^kTMVueUampMI!S*Z(8HzGvi_)#Q~a1_`r8`6xPw0CR)f5goML
zqFsSr=E09d(!uJ01h)TAC2+vsCGhslgSkXNV%~-=H|Yx5+kCkr?sbhN@sK<_=`xqF
zOotkUPAe>D<ZsLQvQYn?K`#((R;_L>lGfd7V9=((CcJiEjlJ^sp74QHNY_nnMYXV2
zW}LiNv9tCP&YmD_4W@XgkV&K|c7G^#0vhpMCb}ZzNXu9%ms0<!NfM4a?nzat1!oeV
zkBuRt9?4}Fuo7zKXNz#O*uH;O$Aut39rICBfnMZHM$+)S)fZ^?9J&M^%Ml6ORE-)Q
z;?Lr(BVKnOAFtOO<xsg1gIT3}@FBS@wlJa4;dLhVy2RQiy2$6q5wiX$GhGCD^M4|Z
z&pA$>^}x$6aME#`#wj$UWbB-w{_Xqt5B{w{ZbRraVNEAb)_yUfUCAI6!+c0$vul^<
z3RS9ZzK~9vY$4eXer~AYjEa#4wK)5(n;l$w1;eubf@*)SpML}Z`gsugY$)<78&9e!
ztTbK_KO$o6ew_ZHr7fw-12n3K+S2q*YnQh#$fPsc(<{Qiz(??w|G-RP{P)@9B;2>+
zzpA7~!dw?+*6nV<&CSjBKF%76ZdWjf?Top8V$r8_BWh;ySbZ>A!$oVYADJPIv9?>5
z&^D4L;11?#^r=}vj9~mhc-ZOa+Gc9+d1{kj!Tx+YV0t=>p({3zs*HdW6bQV*Z<OjJ
z3HIfngIKETw{6W>mUKRXs^{Ar1RBKul4SD8{4L4+oLy9k{fx=iPV}+<Yw(ASb(5{z
zs88f@iSZ%-JC|r&?7YXn>AfQ*Z!JGqqM`IuygLGcgkov?lPhseo-py<z%%qC?Wy8_
z5|jT}U78e_|4k#SQ^n+JuI#Otq~eahsoBYNbi30(tdkIeRlxx?g$~JG|2USnlOuhD
ze~V4le>fNcGi_hWD^@pm)N!LSD`F>vdu-2&Cq|l0($xl~_6R;&QgtP|!09LLkO#Sx
zqsqx80ud!~a3TRPN64rdv(hHspKevft>n%@Q^qq%7OWGOtuWk3F|_d!a-u>Xt&6fM
zMIQlN6?Y;Vh5F;`)e;Q$hj(Rgh}iWd?GVf@z^F7py*@M5)JV8s#)OeEb2iNNcgxOe
zIXT9Ax%*<5;&6pi{bf;INWRuTH2Hvy33BH6pEP;;g3&xV)XPw5Z!zvGczx6R9uI2C
zpmND_=<t8dLub47kr!Kq0-AhutWcv*dZ`k0TT(dOK0>&9Gzrc%YEJT!NKgu8QGH?@
z)IMCww(-D?{;qxS@F;VoF5o=OfYE4pjEtkB9+j*0(sJz9Qk5pYJK%@i#%6zqKZ`hB
z)m1X^Sjn!EGP3dhk4!RhN%Z%2LOoa4*C}3n3#^-pPGs$3(chIiB6|0j<LsERGRh%a
z@_~L9`A&r3lo%Rtmbx=usN)@MGhS1!T;UinSNKv%GJCb>#Ud1fKyM>556nLB9QN29
z)K=Keewym$D93I;DdqV@=%=;<gr@D*YXMP@=1;3KlO##_ZLKNfM#S~ZoqLB*XMRy%
z)IBnPXra`Hc08q%VCFPlR$64Cs_X~G$5#VxKHLK$A+c0jq|q5%V^|wE0L>|x42Fsy
z#q>g+(Wheq+wzrxhst6=?`hwDAIZBlhH?9@VSHX_oc}ESV678}8LL_!69%D%c0z+^
zhw^NUQ+5)$9SbX4DkE5g?S=pUUe1b|0OYLuSfxCjbjh{JP5vjb`a5~ve)N5#A7UN;
zJN*uz5x_<JQ!ID$j^0>97V{9Nh3$E&(5B+HA6<W~1*Zw#K<UeYj|b%x-ZFC|V*J4Y
zr{TOXB8>;+fowlsvvSoXx%@dO6SJ>*J<Dy<P92aLCvy=j{!e+VTg6W94pWtZO;1f@
zK8q4U2?Q^SwN;ph_duDIok=ZL&tL3+?t9OhgO+|$T|wHGBJ#v+%eGHtzMdU}`#d;K
zZYbcL{%2jvW!&HO@7i&PKa`<M1=sQ}IWeUXb4rPckKo*Gzro>+lI4)sSCFm=P)?l8
zufD`NsS+KNpam<_@I|daY?N=VV5^>@AMXgR;H=w6rQ5&*`YhM6TC(-dh|&kupGC8$
zAKma=B6BmJg$SChoyvO&H@iFPH9K||sO9k0xQpAQ@(V`Qk9|E0+D``PkV=@Wx<iKB
zbZzyJWHwW-WgF;iYj2{;lhQPFt6H46rNL>R72b(QEKm%Z$1%`>isqB|emOh(Ctrtm
zW_Fhu3|g1yF))HWBjA<sr!e$@?`gXI7vlAQ1~m}wUb&KqfJ1v(AmR0WvF5wS%TvtG
zOFT9|fepIxolhBc;yYAykM5k<KiVANN%z@~?VVem+e*m_a_3Ft@Ev9moT}z2FK#yG
zy;WPMD-CMmxKpn8#j(j`z$mFxdu8d+=b>G!mHh_FqDYhl)&l$Hp7s-8KMvmPG41@}
z`fjEBm8OM*!73G3Z?ATZO!DN~ZlH*>O7`q0eKR&8c>U~Do1TXOS8--UK{xQXbF?$}
znYGqS+js!w{ppjiC;qIk_mPdpZTb4aWA?F$QYFn>A{JjfNGw$MA12pFYch_pYkoBX
za$l%EEO-Ji+6tVyT#g?&0Ho6O*4wu$wZEG}8wYESkFf@67d{PkW6%yw!`jpa?}hoF
z8G(o#KF#@C_A2b_uQN;bVOZB0x4ezF{vuAUH3(3ddoH7VQkaXhPMbcqaE7}OLTh)&
zT!oh@9`0Wt)WRsztXk156t%mlQ{w)TeBl>YCEto)N}JC^w^FC=jiBJvY^Pe>+R33a
zcurz=*<*4v!SA4G_9JOI;`TnlB|mZ0!15;7mub$9jwm4L-JY|XebSJ+P5|)FB6hRu
zN6GW7`F6q4@OGV(i>e6(T61+Cs*^vPeIn6aI0gVd0LwVoLlysGafIYnQ&^<0<9nX6
zH42(HJ$>YSdHtW=rR7aYxY*JIOSV*BB2MFmGzjmAg8&NXuyIq>dVuL(sw-{gJq2ji
z{BF?uh}To{Rr4?Fm5_iwuVf<!;^aqpET+aQWd$Yo@i4)Cqzs$fD$MXxxmWOjG87Dq
zAeFnn-_Fc<XI3bp&OZ2OB-oWjvT9=io1R|e#|8TPdto2J(++(6|EZO?8Xl#(dU~I>
zwD-Yhp+(@@n`}MzCiqN;X+n8svChTGV@fio_a@WVr%sfk<Vf%A4{yWQ*SdK}&mP#2
z!fwlFRK2v*yt0^bzpUYm(?aX7LfGaA<`9U0K{yug`fbyE#+=JpV_T|;U${Z|21KmZ
zdKD#hb+z9aAzSt?!M#*otZ_`1J<Cg)ILla?^Eg=Ul;4K5qH#*Ll<zPFKfnJ_XMGX-
z=5E*2(a~{Hjf)46*LLwb8}3N7z_aTqeexK6L=CV7%rz*0X~(qnw2>5`bu4J{%p1?|
z0T>!nd>K#%6Q*UQS&qwdM8YIV(p+G&yL4_HMYbMWwi8<NP{W)|l0?-~ZNqKPm-QZu
zr|pO+Z$YzyhNVsUoumwZNv9)(cccM)SmS1k0X$fw2JF2g@xQUplevGG;tWAD#Kp~V
z-<bNE?{8I;m)n}0F_$1-fdRW&9oC`Pvx>kw&M0^pbMBD8mPmKxdoOzteXPc>vlY!@
z9CZt~m3I2QC!>3}W=FI@(we!^8wQ+n!%N~c7d4nWKTb9mrx|_(98+O-JrAp;QTD<^
z&H*x(V}9DtdVoRI8O8`cq2klfI)7}0f^z3CpVri-75H>SAU`|!=R)Ic|K;8?GUsxk
zJ{P--`o+bsdVjrhUzkAB=mQXt0-Kka)HqsNOV9k4k<)mfW{|)zA2!ua99bVZWt$KO
z%N7dD+3M079NphcB<(+%-DEGdJ-k?b#b6bcdN4zg+QPms8%DC`7~--!EDVJqbU-5<
z3Vvn9T*_Z#h>`n|!v;B?h3DSDc)e-We|ZpEvuvbI3?!5O1Wg9XBIYu1vDQw5?Tk=~
z;gKLhSQ-QMSGp!#vD+TAU4J+8?qUcS;7ty$0l8$m=zDbJYY31(StXzrAXlw3TOAKC
z?-Fzjpe1wnW>(J#z;h@blh*=)9OwCw7XYG-($d!DGcWhFhUit%Gk~7=Af`u+iQG4I
zbxX-z%w3YCa<W!wMvFOoyT5b3{^@q{VJk>s@}>8HbDhEDH%#lgx3F^N>EdIH!S4Fg
z(fXkhxH<*t7$+~d1B$EKxDTnCqq}M-@jT1V&yW)QZb-8WJj!tzws5rRarnW1YgE(m
z<8B5eOKqC6jCThTwf0)I!~5!3;6wV-0s0OW+E#@9=Tq-rG~;r7!VjLR6h@Um5LJJf
zRZ8XHPXEtF-PMSJC8rt`t&#YYT|u^hI+=Og*6hgKfYC?L#iFIa(@4jpah4@fzfj4(
zy8y;bXm~HT-$gudsUE*N|9yVkTf^B6-T&#_OiB4(%*z~FkBVJE;+6ioO&%gzrA81j
zja4ClFNoZFBhLf~==|H<)dyk#(Cn^aGFweOix;Bp=^*4BKQ|tHngUqsqh{sqYyNe3
z&Z!QmYA{^N-#%U@G?5`7kL{-~s@6Qraz-JGlGVA|#Uw)2H%nustp=_mY**B$%ZDH1
zFtYsz-PtM;R4LT^BHwpI)1=!gcPGv&#wuuRERNhpn@Dfw531qnAAVDdY*zM1qS9An
zg-ecC?pyraEefx0Pdl}%VG$YF5&mWHO1OMuS}?=E4T@c*f3dv%tXN!h21mTlZ5Ssx
zikvK9&Azea&+$3t-P7cAvUQ<^8iLtcs~NLBPs-|g_8XFvwHr>OIhi?6&rL3%768y5
zUCp9zq!o5R-pcGQ72anP?z83Ds}NLbfZ5x@H;kGT-gfdOi#pn*Gm#zM^^!-Ijl5ZZ
zo~d*P2dF>4T`yU~W-@Gwp#W1e=W%}{iBRor=i#P>?o<u#2g_@@Uj5FQUEY_@;g}bK
z#f2J#1QAHAc(*8`sV*NIN_(92T1Jn+5ZDf(J`!VoK0Ylvv<r3wCHGT7gSf-|n%#CP
zg~@9Hz}EZPRm=MI&%<PWbCan>Y498fF6vZMJc^epJP0J=qPYm%!t$|rkua%u)N&Y{
z30hOOGo}!Q`Ll<2QWHM8As4z=K}hI)Em6r<YWeS**hX%AyyF8TT5@cGvMI%!L?w0Z
zP$?Q;BigWCc6nwZ5dJ?&9WK4(&u~L(ct6_NS0QDCh>E}QBzK0r8S}c~p6QIG9jKB)
ziD`&&sG^fl>wI|$=@z@gOP`*%|6GQ;#x`sw$M+a;GF7LWuhI{o>lGV@zoN;oOI_sQ
z4o#kuhjM%Go#3JR^d9JKWE|&cE|Vjz?+#w}L)w3O936R^)=pgFeKigC0sa^t1b<Ae
z{msRK+H1!8F)E?mS{a|HM>;;tER>@F%0&=xkvuQmkZY8)QXEzHj5~;2-9}Y9X(m-P
ztPbm>$S4MPBKrD=(8B?0WThfZX!Q?EhDTPgSTM3FFf`1wU1?VeB4`-jC4!TP%4Q*D
z*zzlal6E%d<;Nj37pB6GPAzFyOXH5dr=BC3I_tO%%=nx}#~~6f#{A+K`>Pc=pv~_H
z-0??9@dbp=N`sk1>|^V0bob=aE7xP>VJwkppR}Klu7@PP4h4bi^xtSn9t|=FP8Uue
zMW|MxfHc$O;X_>^N)0``y-s^@Cf<6Ej_{51f^*OMQ6kaU9c>d2Q~qvPh&+dLQ`!{_
zbv)GQ%iT=lzQ5Dp1s}bOHD_$ZA(8WF7%dcJFMlW%PYt=Xw*GtRBkyxfH?@g#pU#mS
zhAZ?tMH6KiREJ`hk1bArSj=#+*MD?fQc?X1uup9nGU4rrN<of>yfbcLrO_d}UXFFz
z()j-E5VC-Up3RrGUfP3{1^L%-4^ms;=|5pM7~w=$^BJ_7WjWn93@_K}qs8y8gAC8O
zVcRhn^y!b#K0ePcmE%2-;ik+@|9G%oWBY(C+B)bdeI!5yh=p7M&l4#2U*f)bfiKn2
z;nvOs=AlxJMoT?(h!PDt4%fwA#-WVc^Wu2XT#|IK4w>)vXd(-&W=Ujb_OG`33HH#=
z?3zFN7%o?LqpUivwLYfpKtZ-Pn54<pQaN<%!2kiCI`CQq*?5Du>mZFiK6Wd9Ffx!<
zNkUTiXpNC<Ml#y*1Em<zXakVLiwsdu9#u&*>|b66^cQ@5yrC`jBzF5<18}D@Q~Pf9
z`uLJkGyMg5U%7=Wbvj}ROSQBO#}Y^&c0^l@d448EKpAk-XO$J`UG$XYbS@yjJa$ck
zOAL)<lUbUDTH=LKeA=fPq+ZSYy~{-PQqP-gW-5*rj3v_AaWeMC+O-2I$q{1$V>SLQ
zoh4-}EZ{Ajp|Jd&^0VnxAt;+<d<(uoy|;kaE!w;YdSGg;he77_vxCH#T6JYc5{_=>
zFq4?_ch3TbY8$fTNlPd!z4C=!*|b9#IVR-^eX<wa?A+^j-2*qCYpyq<cUMVjvHN|=
zGm4c||4=+TGh=7<Gp|^&$R8t2Byx4BH~#2EvSSd_`Jw%_lg@mG;;Sdl8PcZ-6}dBh
zo<?exy!-aX)1verqELEX$9H*ACOEGngnTrxHeQ=w*3KOwg-(j<*v34uX-Sjo#4`8n
znXoGl=W4UH>hz8JFO^o9&}0k3F7&6JX>pIkr9iH1e25&I?$aa96!Lz|aI;9!j4L_a
zpF(v41xgrSF6y2a6Djo{vp!{KjK_S{s;yaGbSHFWYorzI9o=Ey9X(adC(-OWsdYTC
zE7srf-lv|4DnI3>l78`HdYKRk#Rv8mmJZgcYYfqx_}NB_qR2VOD79GUv!@@I;!{tg
z>JOkPi$|=-9nV>o9Oi{v8p=DFjh9bKgFBf6W#kk940}38D{Q=@%-Q}>-~&$tci7!U
zdw6bt$W<MS?I6Z$p>;6F3l}ErB<rVm>TGH4`H<MlJID?!F$iIZci{c=6C40gxA)PC
z_YPhBZeqR1WH*_k#1PB)(`fx@o9gx{=d7W>W_~SZUf>o!e5?ALGk+*7RfxmrtO^gD
zH`cVBNT~ItPvY9*Htq!d?d#$<&ouQ6ZGTm$cW%^xJL_Zx;-3DD+Gle^<e{Q${OEdp
z5KR$z*}eR1eqjoo97>}|z3wyHUTz-YhRd~YKSss1I>$yL#ci0CvEfz6lJWTceFH>~
zWhK~Ynllu9RZuZ%=9rXBbOFfiZj{eiWj!ZF3j_cHAVY?}nY)XZ`syG9EI=f(tjbX|
zP(jdsi8s;v(Cwld5)!$Jcc3I4O(^!Y$(MrmWhX5tkgodXsp2P++YaWNFLaXgrD3b8
zTl@%WaNU}VUgN45P$g1Z+*lGx5sBF8a0i@uUhvM~^g)C$^CJX&EyPM=Zy1XuxRdu1
z_NL12Qvey2V^X_h+eguyQ4UsWt#MD@&%GkQMSJUWUT;tZoA#Rgu95yU&t+`zXazk&
z1wph-m4H;S@yJ^uuOA(g_jqnc`9Uns(_rZC)!jk5>xDKKKC!HzN1`;vX*z)NJ?^{w
zVxZQL1^k_6#{FOvI(VZ)X#6F@CKE7ENVbE^iY2r?ciRQ&nO1&`*Z`{BkvZa5|4Lkb
z3X|?*?I5h7KG=cR3YEm1pXd#P+%AA}eH}PPi2NQhxVTw3o-BQ{<WDJ>U&y3y?MfgW
zFQO39)*SUn)h%2zlZ{<hso<#^m?;jH60GPEz%pU>C3r}c$Y&i3cnFL$>Q9xzYP4Qy
zKRS))jCH35A49Bdo6tCm^}h|g<);|UcmMVvqx}b!1zi49rwGaOFEQP9)6f^*iuox$
zzq!6rW(R`@sw3(?@Fh3R<2vV$D(YH!DZA!#7SDgz#~7@{Q3-nZ?B?v((jgaMwU}np
zNyc*+5rm?gU4MWy2392G{A@}-RnWsuR{4=tbrp6RZ|L>Bm;Xb=Mi@%Z59TT^3J?4P
zQlDO5b`8lzJ`V53{9?sbj;zWrn^Wu4=bA9|-@gpmViE0eY<u$P^g{z1&hip<LcpNR
z%vIjoB?=I$(~4G15Yvk>zoAd#Gjm#5O+|U|49$gY$fo^>BetN@8&Q>-vS5w;#8HO$
z=auv<WZEKO!jBk9_p;F<#1&%1SS#V#bFCgz@M`^!1{kF}rB4_$iKYzFhq)YU6t~OA
z{k~Zjt*w*hY)!r*lH@u{%A4TPL2*m?lelL+<UD@30!9gZqo!%()Rm!Z5~ggrTAkyE
zCd1ntF4@47|CtCR$7LphL_EJde^nZ(q*(<&(8m!U<hRYWm}b|?E^pvR+z*EN`e)}R
z8k80t6Ja!&>gs9`s5#(IO&!1TCP0{gKvXnHk0zW?@k_`9fimO?89A;A2;^EPxH(Us
zK7>ELZuZ6+Y;ky7VNn@fuf2(DlK-=1G854Cq|yH~zabhEL4=<hx~WaOI!_CzN%u2u
z5S{+J#d!|ZuMB_zVc7zDZ-Wx)nvm-i=z@!N->`l59_8U^?oWy>>x83w$;#*JJOD?L
z>+dc0`Tgs?%H}<@VOt#ze7z0#(f<`XJ$L6##g896qouR3t;ZU$cbC#XxBMU#k*y3S
z;+pqxG@xl8HkX}mE(qju-<(R3^y2pS##z(9#u;HN@DMwmVL&Ah92q-7jk~W*-o;{`
zI~dj;i#JhO&GG2_E!YtZD&=lFk#t6qG5}Q$G`=V$=U{w!p!HXz%pU#n%TcMO%aUo%
z==6<0pG+y=bP8u6U6}$pjWnmru0RO>i4cUTe;+I5D?rdEU_?fcPG(20D5H4zF5=`^
z0tQS<tbYJ49wGZNVU1_js_D!9`?Q}Paqr^1(7yF|5Z6HN19dm#s8U7(viCo90DvCy
z^9`nO)^ab43HjW4_ul=3LhW(olsKzHR*T|$=}+hf3j7bWKf&(_0CvxLf4<xdlwVfc
z{0AXjs$zepY*#Wuq>1D`nny_RkCv>5!nsJEKCDz@E?RbgIN!NSh}H(!Kx@iggt%Zn
zf>t}3Ox+q6;#dlW6akk(?&<P50q3)1BThMD%aO|GN(tUJ;;P&nqN5^eCly4*-CV>A
zX(ht-w|-;hPmHe{Ecy4T1E@a8Ssjm28>|2<K++$&_D3hx(h0u{n~lk1{Vo09r}D#i
zt-R-Vo0zs;NR2tBE+@a2tNDD3`5CuUJ>B6r3C)7jlJ2~FX;P(Obt0Azu=+f%>RcG@
z*=lg(2#MB(Z_3o%IYybwE8pCQWU{PlpGG{^Ou(JOH^Iz=u6_Rv9lAKsJk03oW|}_-
z?8)(l^JT<2K%V1DYNG_UqxreEcNOB9#5m6)B{=3suyK4>ZhTEuk~!LX&umxAj=Lc)
zH8>zrfvMBgW?HF>V0xfAD2Gl#G*`zbz-hkuT5BlO*JbKZYLzn#4&<R$&4MyqEgHgP
z=S54dI-f08*izXZ!dzh#l2d+PMQOk7iq&7|nbF<ytjg_ewoJ@Hr$6ozc^G?$MAf^T
zIb~Doa>V_{>A&0^a=JLJhjdDuZ50djcnsl?7)B@KZSCP*?S_sw72Vp`lo)v4xc(G5
zV3HWBzj6yT;xx^#x3?=g^$+uR9J6;^lb~?%hd4pg{_MMK-eEae5vT>B^o(ui?!ZjH
zKDbg2uFq<BnyzpZ3aXiN1d+JstzY5vo0Q?#$O09tEfcBWEWsVYWj}Mu^~%0;ToXjx
z$z4`&-IAFrHZAn6ne%BS(*M@q?_|Hf!sL2y?y&0t9bTrKWgXuCz%Ib-`DeR;6*lvi
zT_8{R54%8yosJF!BKWE#C#?lo2QDsU|7snO8UAG*kcLt@Oyq}TPb5r-zBm~vjnQj$
zYJGTUar+PJ0QT*_VjYA<*`3K-5Ms!gOHLE-a5-Gh?1}8;>~n22%zpbYl<NcjL#j1Y
zdifj2I_o>F>^D*guPa5nVO&qyxRZG|*>(Dr4%(0nen`NpSfXvnuiq+Hx2*=WK}#go
z%^8C(lE*HLhs}KgJ6fR1-7AJYX`*S>B__u?m9P*c$hVk9h5TJ#o4Z(vxX;6PC!Q%a
zIy6<84U2N3dRt**0J`z(0@BU0rAYl02=u|rahd5p<RtDlQ9;j4c9p1u?JGo>790=d
zo*>26?6<s`sv}Ha#5Xr|@NNg_xOK-kQv<Z?d9XBa`^C2BSYO^>_?_i;|5wfRD(hdd
zc;mXD`f9^XO*`7n=ZWzbkq_nW-uKjXV%b}WSH@H&J+}O=X(ZF%>{aE$J_$D^rGT_u
zn;o&^%#V7U+zu6wZ!F7m0+Mhp^@~Vix_|iu;q{L{xURDgW)@uF*fG$H6&S$%pM%<{
z!6x}38m4C6|B=DqcJ_CJ0nLM~XW9qa-9sJ`?ghCEQZ6LB8qlitw-J?t>0sIzCyG?>
z2-i&zQiCrW(oNchH))d#vlpA*wz}4gTUdr4PuV`7TE(kyek1bjRSP{dH3s%753T+1
zL!C(hbY2~raXHO0D8N#cXR3=hJO_Hw*LnVG*9`rap^-!C^tzQJTcy{K4sSz|JA)YL
zR)KQy^WcxVn*_PUfY{?Py4$g@zfSH>ce4!nW?X0ZX7z*TFTeegrARL0XgQU<SgDJ)
z4d~M{3K8<51)Iw<-D+GK2|Vmnk-H!g)mOtnfmsUwgs_I@rTkN22MkvY*9%oFb5!9M
zV_aWfNiCbGuHZE%h(_pCvTBKWaPN~5MIOKJB9@Ev*K>2h1g&YnDX5E{oLjo!r-|O!
zKDn<aJ#(Hn4*hvx)TJ=8MD~4T#7W4Odg~yJbxgO=>~;4rIX>Atft9ZC;*gCj%#}sg
z<bPvF<U2ZJcc|#_!TiQGM<i(GK<{uV54gT9FD2qO6P`(D`jX9GFpQkRyAD%}Y0rsh
zt;ec%N}!aH_E|v)-QH=RoWh(RZ#S8QTOMKV#S)g;1k+sJl;d21lFGaU(Yv!0BJK~|
zUOA)hjd@jDbe9^iS#+3I^D|R~gPdh?o8B!f)7w`fDcpGdsM({LF11}9taul2(U*}_
zMu|&W*MO8k?SU+mQE<qZ-F6?ace>ek6%s^>`nt&ZWqCzaQ?5WBechsd@nf~@ZZCS>
zek<lBc?=(9t+C>uzz;)R>**$DDFTkzf#g?!+jB*Whtm9R#ZZxn5)kaG39K^YjZ!)#
zneoZKmRnVZY=Tjr<eO)y<CvVt`uO3PF`zOasH$=f*=1WHIU~AcG<K5L8jbuOvBYoH
zta@9UbtXh97Rp=1zN7yf)#j6=7FhY7b%@`(S;N#F?GFthBdC?jjJqv#S{-^Ow+&3O
zk>{RlqpGz1^LYu@wlVax)jOsuy{8e1D<nuZb#t#3A+X&N1Y7bEIzH#|{83~gHYU+(
z%ev_6v5%26HA0w2VKEBE6J$vy+REoAqQnZzxy9d-ER<7V-+q17G)gYy78F}UFme<M
zbtY-oxlbl`VR-XC7b&VwZH`?tZQE^8>26NFGlQ{5;C?wcbP2bj7n&F(5VKbBEV959
z=~ZipV-z2{iX*~^Yz;^W19%768|WAMchN<h6}+L&PcNhk4xUfNdwU6J_yF>TdR%pg
z-s~IECEMjg*0o@767?_(5vsr6d8OT|ZV_R~0#jZT$@1R7O?$(2M{a-~pg-n}id72X
z+c<_*hhF2AlB9^TqwwObsaACDI#u4W>&O~~4fL%Ak8_b<D;pthnDf5$-;m-;mSW*|
zXPQ5qa#>l~Q|hR!k(xDNuQbw96@n*#4CPs{`}Jy6?p#;oF`|#<N{6D3ru*39G7>#(
zW^C{$Vw-k(iVk#-k)Jfs{GEL$ekTkD+V#evl!tCz>$hw_UU@uew>M+`iJe}nMb=vp
z<T+eCx?MJolAfxXd`?I;jl@qsib?PkMv5^PuqaxTei}?DpwIb}&)`;$c_P+ugXePE
zO4&BsG)E%HM5xvE_*it@Zp7vblzDD#t>bzt4`_AJg|9IG(8FRkA`z6+BKRCpQ2+T4
zNz+F7R1|`L+9K4L5^y;`@Ij|O&I=&rD3VP%p6|xMZx6C2zHIzZoa6S>)!I1m`cV$!
z8Ubed2!6e8=fS?o6q$vM{fT15-l*AMsDl<2U|~kyhv!lcx2x-!v(Zw8JwJH2Lu59%
zvNoH>ND{rWnUV*Nu8TE6vE_~w3w%_T&asE&!Vf9x7$J|Gj(ze?)7GJ$Ia0?x)6yJO
zV1X$1wMx@7T29)0R&ZdL`D5iLb5Dp?kC{~Ve#hPYF>-G-#IT*wH10#&uD{kxK<JDn
z#)#C3=c2={(i~W>^Bqq7-B(ss`~0~~uHCPl&)&xaPPorXLL2_5?*0VF3n!^3r7i@P
zaVR~zFIik{%%^LrAe8Gq#}=F~kViRNKcLVuWqk|F$A$B~7|##h2c2NAAtEu{YR`ta
z@9w~jZaiEWyRG8R0&e%khDQIV$+zOMKrK$)XG_d7o{5TT#mCfp`Nnqe1e(u9DLOYt
zw1glIiY{KOVAOCie4VQ`%kA&#>LB;aI^gTwC^>yDQ?eaDPjY8+3iY*?19Vp_L-g(G
zLmv3d5DytxxkDh8KgHF0LUBOy0WIR7nz7~RRBGqNG!r?L-=%OWu?zadW(50OW88(2
zMCXa`{^M%?x!BtaPt+6a?Umvj!#!Z`p%3#<hTOq=z;!^Y1H<UNXPQqy<ZH|i9<<AQ
zOrdK~UFWU$#6g6&#G{-igRrPFNkf@BH<4eeTY<cF**x7Zu{R}OF+CeV&@SOH#!A*Q
zVQ?!SeZM-e^&=+%V(PG&laQyDZ_WU=ATG=Se7Is(GuM0g&Sx#5+wwOm??3w{c_#nr
zoA}&?9?81^-H2OZY5DJ7jQbx$MV}#!-c@Sg-aV8(c>faq)%}&)+@J&F?!;loPMETA
zcU==G%n+=7>-dUMFnT&ASO_JIDS&stUEBaDtBpBhFW7A7))Q9Y$Y(0R**61<0wB+u
zgz2>BO3B(FC;3XmF`Ku<e^h?uU2pMq>lHuW7>=m_6Pg02H(GU{dy`Hqgs_Vk9eQ^(
znQWDh=TQDyW#Cj}N~~i0jr>7$#W%fJtL$mOUdyL98sVQT>~r$Jc)2ELNJ<g&Xrcrl
zN_e$yj&p(@(b<utEr0#GjT<_Q_&He9t}at~9~Add(Uxf*HUPouQ#tGVZnvh7Pp$_e
z83A!I(4Dw}7qu{86(GAS*Yw{1o}(A?{!A=aa;=$zOG)Bxl|I6%Zc0{mLzreHQbnzZ
zyYe`ag}WEF6ig*{eJb|UFtn?2%OK{ZJF`(K%I0^r?inWys|v6@)09_+?|yhfID<#D
z>h6Q0Y@(m+Cw@3NEXq!WRbw^`Y`kL6>&8;GoOHj5y`2rqmwHbCy)yi`(++lZlX1To
z+#L`Lki$sU`qM8J#W<%>C^DpMbJ?EnJ}u$AqEJ=LKmP>oXrbCg@p&FR&QCMDTj_@s
zbh2JR?+T*C=4Saq(AfdpHzw&{*-=4P^i?L}1Y?$roNY@&Yx|k@x9XH)uAn7}*%F`M
z*H~N}J$nq)B_eo#UK+%!bATI9Nddal0XBLw3j5{faD>u=^?@(TZG-QRz+@pO%QnZR
z7UXK-lER&`T`gg9h~{glsn+&eKBc_RGqw-iS*TALOcJp?p`eb;FN}sm6T8bS7TcCi
z9+}49tkS%|y3>O_4zo`2V<v^I#|J^`ZXaHq*%d|7lGnBy+I=b|5?1=D^oMt|W*g$d
zgi@nDu9f<kyKpQuhj6CW@x@Z$NKzw-n}({78~sW{;PG{P=LB#_F<fsYb$>EIr#njq
z`r;aRIv$o@2uFhj{^{$*q{l6_`xC=MG#)U|8n+b-HC!Jmg^DyR_RM7Grb{1mkcs~~
z_CsI-GE~qF5Up=ay?|wvAwi&bUKi7s0&ibJui<mGSN$fYLVhTqp8J{0qHIKD4O7GQ
zV8Stt=iRZRJUee-aD(I_R2^Sn-Y(giokjlg?8M%fhq=AIw<Y$?NE|5gXaA|=t1iID
zIbP`m$N;oKD<aU*qVJFwz61)LzL)WD?xEZJ!iK^UWr3uZIu+^QKj;Su;1zL#H7X5j
z0f1R>^0!IP`lhC)HWtvI-8&Pc-j?7^Nf6uV;TMLsWF30DIe-<3Pnj(@m$c`mssnXU
z_Sbw(LzAHc#zu?i8&LEx#<Od-`*j^(BEPRrQwMs#W%I7Y*k1rKcBzl|ML!*|C6twl
zLr07F58vRA5?BH7Vbvqjd;Wxg+URRAFf|vjd@=*c{C~dUEqfb2YQq=j8C_MhuWZ0^
zzR~bm3i!>H#1qiT-Kk+8U}rRZ&L(*TY+p|KW9Qpupqb+lh!1RMzS_P{MHZY~2tDc^
zn)xr{Gej)y@E6G2r90|&#Jk18o}qwiz~K(KoesbN-JD9^or)O%g;T&!Bl1K2|9%iH
z7IC;P!vikDy#?ts?>09aK`oNE<C23lbbsxB-VT6bx?hr>0CQRVFRy%h^<>fNr*OE{
zNWk^s9Z{g}-Q5Z29Zz%D{pho!RGD-_56qYUn&^+7zAyR?eXa3)X!s{}dE?#n?>n@X
z{rer6M0)?asegUl0Oj3o0PHh_^5F{B!x~KBqclV&pd{CNQ9(f2>3+GNAmab!%3lWR
z{V2Jg-EIaTt(WiakcW51*Y{`ny&0H0zy<nuE0}*nw+gKKE?@oYEFk}~MFN^ttZ!QH
z-%Oty`X69kRQIzb($jw!Oqy$D(Y^m}xypC{!iC8syn&mOu>JK4eW8CpHUoeESs(Kz
r%XBgRb~2FS0vy`?(ue&oD+70!>y6Ln5^UO6K)|9T50)#FF%AB2lNNFF

literal 0
HcmV?d00001

diff --git a/docs/_images/dock_with_table_data_annotation.png b/docs/_images/dock_with_table_data_annotation.png
new file mode 100644
index 0000000000000000000000000000000000000000..3ce29dfcb95b16263f7c5e0cef97a584c2e69cf5
GIT binary patch
literal 45286
zcmcG02{e@d|F8B%XpzcZkxHl}p|N}s5>g?1rR+<Vv5YO+_-0E<*=0A3><mMTD6%hO
zUt^fTWEq1o-1p=A`~B|!p8vh)+;i@^b51A2JkRr4-plLtdcQvtd{bMEZ7=s;78VvZ
z4Rw`UEG*mM=dB-i?}Xo&%gINvuzbqZP*J+$88<!P<-<v1*3Efbxw>B})iziEdBpw$
zH+2IK8W&rC49>i><NLPP4+5<(WIb@$uPQ^<smVDK85ESMm#li{#@pfCJ^NqnI`M)x
z@NceH$M4oiPE*4N;t7`0-U2@<Qx^P@@gJx@R_>?5eH0d$epP4mv7KjO2rMiuQ#1YL
zw+Gy3`;SpEo4<Loy;XSd@aB&!!A}*pZ2olK&Ccnm4q19CVAm1yOsQG>kwj@qw7FlH
zDj`yvK0DA^;o%hTw>lMb{(fLVLBXi0@aAQK@7j8MZDW2tt_$PCKkDVfkOjhRniEj@
zID=c1wzOBcveCU-iSnid4DD|Z^yVeI-`gZ5rKPFX3HVo5F_(-r+EguYohwJQZc^pd
zunaTry2{9(!=yyNjtL!wR@V)aB!78YlF-zXZR{-!YIR;wQPCA5J94WhpWpA?i>qG8
zpq9EV$Zf^g^r4lq`Mu)7Y6Fp7_4OH2%n8w=j9e`PGq1E+0)5caV9(}dPds<*m0$UN
zX#DqYYZz<H1(HC$u=@T;a(%`nhx$ik7`LsR-A}{K;i~U7E9AdA|KntDp;fpzw`*?G
zxiS^~VBu%uzXC7dt$!6Gzvnu4cYk;3=1MBYdF|M1=FdcHw0WhRs=<r%g^h8`;?8W|
zEV#)IQ_~nLtr>}-|BRd&xboMdiWg0Gi21N6eq7kgxwf{@Tyof(s`Xy*#=ufZ<NlGd
zblhc!-qh!;N65uQv)it&g;SS*=6KU*$paOo+6qiJt@r1X2YA`|n3!j;C?8Cgs{+5#
zE*_ai!)Ssy^B%s)%F2pNjS24?)lFm<A-%^%rgnAdYqW*&$+<CRO6}%Gzrzf4c<s34
zO!025hYd`Ur`j{H26<+V6xlJ_?juCW@;|;iUQ!-44Q<}@($*ci6Wph*ZERZS>ICwf
zs+szcmu%XE#>83&mj-w7eGgYy&s<%_h~539xG>T9Mu_k6=Pj5GCOzuiyHgtR<o{)u
zKQ?c<Qz0PG{Gah1?VAjP@tOKFX_)E!x{hKy17vsc%cHNxOe(rPCq7uYjYk<|=l*9~
z%{0hG#FHi_&A-3W5A))pWz2~?SXczPeRl30>`_k=Jg7b8#LAgtMlh0*kwG>q!Dn70
zlpiJAB=suSD#7a-Sa~_#ZR%rhuaRMHm$onJ>v!4>aUb(9BbW~hmEyn8!REA%M*Z5~
zI``vbIASsQi5R;}wjHMpbK^zzeowZh(3<3^lgTgn+X8p63T53k4}a{8dc!(o@VLxu
z;%Z()oQ&(H!?Y;1rU=&aqV`^tl<aJ2Ny6i0`Mjs|opE|TKFcF7>zkVNEiKc9(5sXK
z;y5dp5yoD2VnZASorT4|LcB+D*SO@(KbHdngO=k_H(Lna9!#*8-f~x~ms*vb2?G9W
zy1V#2lkgr?agF%(|GLm5jOjXKXrs15mW3th>Ad7(lB@en2v^<Jq4<?>le+SXCa=K{
zd1_^42|u4xMX#7hxLR(mV%rbh{TA_P`&<c=@E@a?Q%9=uh947PK^}awO8Ojgu))@i
ze=V63Mmb>k?+rKt<Ft1Rws)4WX=)vyF;e{VgpJqiOUBK#uHq~F{1>H+_<A-ip5@7T
zl`CoiopsgQ1~SIRLf^~b)E@q4;ou?pN@0OV$2d$q{@cSn!UE5;mh8NHEvXO9`L6*S
zAS8&2*ln;1bhgM15k-khp(f?$A8+h>NdbG<&r{{fnfk13JKn#nPUD^MiI~OVV+^|u
zW}o?~ynRJKcA;z68Fv0eK7H-3bp|z0lHdOCJKs|tjQ{?Od+sWuoE&$n{i)S<57aN5
z%|YYxQC*F;-dL*MTGJ0_s!o^%-@zc}F}7*U6@RCr^vAm@)V3X3rs`0w;u#z)EN<Ed
zv@MSwH=b>mGW4FhV<FRdNoJI6>_DOV-Cljrnk8T2ui;Vg4n60)`nB#p-}teHTnW{+
zjvReE>sP)T*mYWN6|;-(;^a8|2-Ep<MQM_@@6Y=Ylkk3TttO_qLC;>^RSyCQZK`i`
z3v-&r1{=>r)s0|c#6vkIH~7(SS2Oi<LK;`zi(e>{cr(GMkI$**VEZFylhamE9O)Ld
zE_-GG%RX1db)nphpB^zq)v2ShYuGu-n^|3LdH;tl02^AgvXAqw@@n&ikbA}aKNhUr
zD#X2{ZJ&mp%&qElB@|ZLaY=ddHl|N~8KSgR=PmX6HGT9(Yjt^H28%Q4P914ShOo^8
z*D)Hd1xsyO&7LODteV=h4Br&V)?i1B)W+<USHGR_XKHa-1vE7`6<L#-;<Mdt?%d7Q
z!u<KQ&F%9REAp509~%KYQ3?quf9gDc5HHoTy-<(pTWl*dqTHHIk;n<@ktvs`{qTKi
zIe5u8jWVsk&NeA`q3WA6Y4S!LY3j`#f@_AmQBw$`IH-~4LU`#j?X*FlCx~rLDfX{0
z5G5?J(M|Mi=eO*de6sCS#aq5|%2u!%o8Zor;YPceP}&|mc3q7ya#z2pl|_SRUEWMn
z3&UmaX^wYHb7hEZxJL?2J+Ibjeeo*M<K69z%BHAP`bL&fv`be%Cc!M?(y$YcNeTLG
zp`!G_s!NUbg+&GS(5)xvFUxX2vxLX1`!Cl`u6DDAHc4syru3wq?ZaA!8sqPb3E8x6
zs0!WWZ1Uhqv=AAjcam~m*E`bX470p9EH~JjHNuh<i*V5tl#oA>7IUV=+w|2{jGfBF
z`m5iP;A8t8bnA5=N8+&Sx=!}<`FHxb*JtZ&I@)#}QIBl$T~><!ZDdLPc~%Ui(Z-GX
z^P|CRY-873@s7;FrWt>^wG+lGb<M4BB%54hY7JMJ-}&p9)AFdL5Qn}t?8W}3@lpe=
z;vHNGUS@WqF)1uT$z;YIBat)SC8tOe<T&TZI~i8ywqZ_$dvD}5q(k4V`H6H&*uH+a
z!ET|K|Bz_FEEqH01xdVS*lJSAS~H2^?L<r!qiVKoXU<-t&TwozCCqL7S}>Z?)y5?5
zOB|2w{616INGrL|PSt6B#9ZpKaeS4V5m01iT=L8V6@q`p*m>reZ|ubQSt+T`a?U)r
zs{5|K3_`(ONPzY6L?J9X?eE*Sqhc_DxviP9Q3=E6Qm)iopuEQO%MTshdB^h2#CSU1
z{7uILs`wXikBAkiMZH~x7P2_2W#ai>qU-ppS3(*+{#P}9bM)g4&ud5Cp-*etUhJ#t
zrukgW%l(O_bvKv)woUlS<3e|JHBlQHm#q@*^R;*9rGL+l?`ylHQ@*7`%xuV@Vko%I
zV-jtaPS2yej-VZQ8KkC#E4VT5xhn01A+@VGgL~BqJjGc}-g4D-B^ynPUe!GG*3-tr
z*Ir#ZyOqv~c%yJr%TqDhJfmtp^IV$R!txP?Jfbvn(!%R@O4#4O?*HZZu$yjv2_KE2
z&FBC2TAy>&Lpw{v-!&qc1*@iXQfh8>YD9KQeMoMt)7Qst*ofvHch3v&rv1UoH|>wu
zaKP&IQ&han4%)oFMz3F3{x(pOj$2e&u(Ng{jC*P2>KkHTbz+Iu-pXH!gUrZ!CVX99
zYHOIwjqP!&k#BQfd->WY#v3MyIvn|nt{2<!#krSl;VlX6(1^2xMW(e`H?w|(4d~YV
zo>2GL?2cis6&Y{X6Uk*0X7jC3Ljq+?()X{HE|~dP9@TnDqIt!~vqMbcS*_!psyxZO
z_8fcjA&p|Q#WnW63boi@RdRg<s(T{+XZsI(4K!_*UX`-zDS2^P6G!~PU<5VLT&Ag1
z`cr52p86Z~ej?d9v3qvJ%uIUjMCk0e9|xnFcEVKvu#!qlqN36z2IqTw*E<T{f}iW;
z!xX>H8Lm21)XjVFTPA8|=MlRinq~gT?`U2B*1`<mczKC*L8HDa2k*4lD7}>C_%04*
zZyG+f+H(v~ibZ~hF4-BZc8nf(fb=4gc<}CrPT>^Vdm+=6kOhp-LMYijS6quQlr}PZ
zt64PBx!f<z?v}J3@oLAzTf2xB`q+ny7K1|pDIs;&ur;Z3e0h|f#d#OwZ7cOWQu*Oy
z3zE~Ju2cC(w6^jrStwjaXOn$Qh~pA+dAHk@iPpC9sndqpu02b!R=A=lNz(DsYnh~S
z+Rwt!);#0&0(##fnc?uLqGKb(yUH2+hLWEuiXKym-f7>ijIY&ylHlA&I%aw%%aJUF
zIUSO)<29pd^|Vv!ibvaG3oipTyUMo;OTXA6bz6^wPV`T)!Yx)dGfs~k)xg}4!1tGG
zu?c9_>${hb=xq<ZH4{;{yv)$S12mU2pWS@X8Zm9x6fCQS`}1OZ^7{xc)uJ<dZKH~t
zRS3UbHp+$!BtG~kB%1<?c%rTu$G@Y#<#nBA+er+AjaqDM&d6{GQq))A<Nx_>Nxt`T
z>IhTkMuwJ&q=P{Gpp!tORMzdQp6kb{C6$+2bBU@8*Nsyoyt}SyxtYF}*IlqgH+?Cy
zlI0Gi$4xDH;R$m#<a(>$RbKd0gVv0~YR8r9)u{V1q@mophx2@8Z|ClgXD2ls$HWx7
zl+Q%XN9~ZuHCsf@8}`A{E>z-5^wY?fW%6#V)<oZ+8pvS8i$r`sIu=Ra6Zn()E4#k#
z28EjLRn=70eW0>j4QGtQd~UtxzG33B_%O45J}US%_RE^w9FuRgh`h!7@%IJ!=%z}?
zcc{~2mCeoPKKW`2NXyFS3rKpWI`V!H>lBN24%XM}o!xlt)jD&4E2&O=J<5+JN*#aT
z9rAgaf2rg;NB76=F;dM7{8e>aCao5DZ@&lqB7mWi|HP*V3fFwsReaJXqd>vF!ZF@J
zs>15Dw>6t|`MOtIHkzHB5;FCs89I(H=U@|M%R2MuiRkabk&8j=m^tR^iSNv^aMVc+
z|F$z3FWpg<IJ+NC`=1U~XAO4Un;armG&m(zG5L022w4{u+$WuMQx>jus`Y%CZeNUO
za=FA+kkR|{foHUgP<v{FTjCA2*Oe9byx)#2vy;;;y`^vR=DuNLOCS4X;fLaL8hg~1
z<YFR#N|)jAa<49(kz9Ilf<E_Wi?2lI*$ZK=`7>IcEcBscD;5sL&c3m;lS+~g({Z$(
zu{0y$p4)mE$79M%uB$paxy5#T`ck*DK{lu_F^|Kqw!9QjS!9rJr}EVHRvj9f@oR6u
zlxRoRo*g1e{i#%o7n$)5m#y+3GS)(TLZj}`a|om-%=gMo&7H@58JgL*2?U}l?Nzu2
z_s0d-rvmQ#dnk{p)e;ABGkwf+dY1H0bxdN%Jys(Q8T0Z}sI9#8bZ1|aJny%D;Q%32
zj7mKXJ~!HMkb~R8-BzZh0MYm^Ce@J-unxAUs;RDj5^3yCvZL&p{6bHkod0#kjG}hV
z^QMUE<lSWEYb*5BPU>0;vD#9~XWB}@TbXWJC|l0FK)zZ+5$Jz?a76)Qx^Y^1;cv$)
z%Lm1lmffa9j;(t3UMi)GRBk`zA4mV$a-qOfq5M)+h>@qg!qU`+?d-Aj?3ui#09F#F
z>eiH(-Y-JM+9RpMT9>?(r#IFgcjX!`Ea<cqc?=LaK3q_)yAhlIect-64C~`{Mu?r1
z#g7MC#y+L|_@#YXH=<+A&2S!%>^?1BAS5(V{ifT)1OwEV4pOZlQhNL-MW1+0&#z*n
zkih)5(eFk+bY=WfNbu@nfU!OCUTv}Lw`uP8{V8GLFMi!kIlCd^AVJ;N!(L$`A$|Ca
z)3^%(dpzcKpIX=A*3ixeVmOnua;wGs4R+aU$IOVbm+~1*n}WQtwOHw%1aI?dyO5z=
z`7X6dLqHTk=~u>2{~-*F7!Yto{ed)#e)7D?K+hk7;}x;@7AuT?S5v&W(LBM-_>V}q
z-7uvr*@T0k`^}TbQbO>vFRw+g?{s_r@OmAt&iO_-UqI>o*X8`lW+{42f?v8b7HLFt
zo`wOhLDFPtLL=L1w`+V4y1;+lS=n`avlKVcHOk&O@OVuAgk7oKm`Ot0T@4IfCf9yR
zUTuLg>!oE9xLw)OI#hEdO7+;Oq2xSQN=oH|Lt{Qk|8j$^Lsva%FzS-NH0K8b!Le)2
zr_V#-VJ-Ins^8pnNKe_-n<zRs6zzK~fjS?5rTW`~uQ2<ia<$Mx_EG+sH!?M4+Kp_~
z`eXZ!;@0vbxeRRe7OwYHMf$LXQ)n)tg1>!3n|TSrK2fCQ0nCjT#?)s)zNAzCkh~LD
zQKN>dn&0S{;t{l|=i9`Yu+>6->t(aN%U6?<{fKg03o|d8KILvS*vK!L&s*_X;={vN
z<CmT^Twr!c1PLd!Njms9iQ_Qe?FKSJ1-yN`MhLeau^!y_Az8}9yK+!^tH|J>!}()&
z)7^gR=|lO%FzV-`eT0uZ95N~|d0kQ}tCPD|i+pg*-nhI<`Kl7xZ(X}PDq@!I1xc-U
z40?9lMd=v|l`8x8X5O2vmsgdx&Pnx1G|tj7_iEwtIT|Zb7{-&=Z_S|{;(I+xwMx6?
zm<gk7?)DpeG<G;b*-c%k{6<&p&trJ^7pQwKxlB1;@25TqAA{wa-a!1;(KCA-#4eMn
zI4&;A_#K~j9F}e%GyA(s#cYZ9x`iHUInLfZxEgm!<HumEI#oU+>Xh_XQN5A`8Rd(I
zj*D&sIA(qD^oRST{qx4D`<JMu%STL)YrLwPe4!^!(H}^9!^^B{9K2KR+htthwv%dm
zdu!uKYQ^;a5<~P;_G5+Jzx!umCHPYUS8z_o22(p3O9pFcHwjD=1tRq`VIMYz)W_p)
z5XVQ7#x-Jkx-i6u1($)QI@e?JQ|x_x9p9sj#+~EWy7CFsB(JKy+A)@G4d0!qu~8@!
zEA!)112(cYzaD5PyVa$RnDt3DOGG%(_>53>-h`eNg4~P{-Ky5MGkcdk&5p|beRZ80
z@12m_MD4{59=2jAsO2$ymW2i`)cEl^-5sxDX78FNC^X%6bc$~FCXp+T7qEH%xsskM
zPqm#J^$<2qF4XdNs#(T7FRUgqrA^-0AGy)4jsG$(^Qj(B-q}Y;7hR10Iw;Oq)UDmG
zv3lhMK@YOi$52J3kmrn-BV*C)M%C-ZiQ{oDQWa}Ta-^T4mGp{5XPY1Uz3GO;v7^Oq
za!Y>-wd$8?GG{qPI0n^CIjF)<E{5)G&6Qmt@)N(6ml}-y6*)+tJ&bm(z7ww5c38)@
z>2aZKne^F-j$WQb$46^MB15)z>Zl&=F)1>!&?_y$-yjlqGuU{n_M!8o{j{>#GfwW+
z+J4nX>eip1E&p1wk%k-k^0O3An>;V4R=9dJfc0m^1-s&UThp{%PQJuBVZ1-J)+MDd
zpIC8I^jE?M^9`eDd2yQ`eE4dD9Vdk`w5)AEl)Ukxya&~5{9H7lXh#u$bqBMzTieK^
z-+b}_?^LeISQ3AoTW)j2jrQ%)`Bi4(JDyeMQLG5829p|vjBaOwEy;8H1}~9fI)Et%
z_m&9xhnBuhq&*SNF61w2aIGHkn8M~Ibd2NrOx9DY@Kh7yZO!CcB6Ss#g%@odiNUx>
zah|xQMccREvyy+`^4MSt7{sqW&s+RGK8r3}`<WL<oSgIS-zpgCHaa7fUCvaY`p#ao
z8TK~2jn(TKG@v}ss|?3BBz72>4;*%J3RE|3HsCLkZj<0hwNiG9_rlE>RWkaoOBv^0
z6esi;`;)GZ6^?lLj-ydJm4s{NzIrKrI&T+eb1{DoH+v7+t`989-(Dh5&PQUk1{XDF
z6lD1yaa1=L9%+`Xy5}C^IkZ7QqkoPs$(psVdsw@N8@;69@+zy3#CulQR$-J3Vy{vN
z%~y#_aw9eS!tXs<;Fp=}mpt?vvr?|Mt(VAH=kX&Ntky3iFL@AfeqX#9PZG+P@>s!3
zQ`3q{O7P6i*D*0?H85$;9#_fjBXO@=zs->Hs#ecxOKI$@UTJjd_nV#GloNIIE}T#+
zWinh)E1kS-;U4JTFaPL^b!Zz0hfpU~xaZ5LyX`04w^p*b)X{=+np{xkgsJnU>(3TQ
zhn%Xf`9H1{(>W18&iI=Xx2cNlKOJ;oy#@WR&ki)r&)3n`o(*bv&HlVg@*Kqg4XJt2
zthmKLY>WDxZyQe7l6CV+J49A?yHVxMnY#aM(9Xf2@-d7G*S}TSO=)W%>fiT0_ixz{
zW-NI5C}zLK|6ZN*fa~C;IQr*Jir|alNfpnN6aP)bTRw*QEby@PvjBd!jQ{n2MA34_
zYz1}H6z&l5oBhf#i^eTu<JdlukYvceCikB~Gz=*1;^U-3A>xTpi7&%Fk#ft(*mz)l
zeiiPpJO;57{=#n0SelXd=8X8YA9>GmbT?33<h3mT;1j&=3EtfNpJg9XTY=Y;fPWV)
z_MiUeFFUvXGoR0jN&o!fzuqK?FZQxSTe?>4sA=f4Iy7=q+5dh4{(Hq%mcQuVkC<l`
z6x@=MlCpJl?9x$SrV^HVHJJ=L5fQszpHw4DSFdPQVuO!%7d(1Jrch{Kb_rMy;L*KR
zz7<d(5itaMoU700)}lo2E6v-v?`Tp^&N-+w)Kt{NgVk?3b8z0x)fY1^xe+eEnkm0L
zybbCzk`Eqbq@~&Xh&X=s?Acq6j*d0;p>IJ$N6pn7TK)5lgEmt-bS<a9qvKAz=V&mu
zoO@0flq7<pc*Nd_=yb74RJP2zBlVO7-=&_T9jE6yiA1}u9K%(T!bVm}$>ls6yn8Lg
z9GCFdH8V@FY>LZLdb;yFJ|?JuLw;HD)e(uVKBwy3T;oz(BF=Ob^iSq&A<@ix%Ak5R
z3YipADOsFs<wjxLLTvZJ4m^xN>ON@Za0Ruh9oghJPo4Tow1_6Ip=LgF-!la$e~aQ;
z`paF>!vVXlG4IZ-tdJ7XL{pC`s{clX-}(wElP^OpoIeKTUGn$ee|My5j)q+<Uz=|z
zcAIK*FXfSS%N)c|a*uZWh(D=hUhT(x;AgL+kJW>MLi^DAk~DL9EPM-<2-Sgs$KTlS
z%%#2*cL||3G<kBOIWbR--%G{ZpIKbu(02;k*}JYS&kHq(UjGdyx{l9da=t+#{GJ%N
zRm6`Hry<-n_A82!m1gp_xoTe$P~Mj;e;p+(G|63%85|2&zzO&*E9qRFQ@IgF($Up@
z4aI|>nF3Z&5j!g`-UX$DtYeavDooEHacpNcC9m3Se0*Gq+Sk>UUNMW;H20Z%&hNK;
zA5Gz+H>vnJ^c1LqNfixxj<Gom;Pn)ki?>ZEn=1{QOti^}PuCPLS5f0b-!UQ2O&2!X
z&j0?|TWlBYP95ZXeX$y<Wxi0e0UK%K^XN~8YM8lIJX&9+9;%IsE`J-_C4c<*RZRU4
zDE($*b>YO3mjbxAZ{L1uC^gFMt@J9KXpGIE5BZx%7P(E`GKGDTrT4pj6IZw+L0F75
zju-~h4i&Hb^ED`e{!Yxe=;6<U#YIKxkrPevSXS{e#izSC*eiT$njK09EV+fcy{QCr
z?J=v<a&pEtHa5Kk@6tj44PU~audHUFKmFIn1Y}2pPP)N@*JSr9t-x3=p~-g|6BW#>
z*XA`Vv11c&bmUt_^C~~e&6X)6mV?+O7_i8xx^<ZQojZ3@5$hcCS<tHJ699)oHjp;p
zF=PYs@D`f<%6PPS(W3?~Q<tB@++Z;8&KXATM|}b>+wbjs40Es8sI%JN-*<H?BQn*s
zNk&aGT3ipz`=nn^qTi}Ud3m`J0aGkA_4c-QD>ko+dv0ty`S%;0E|`{xhAh;aXkaIz
zVq#*Wbt~`_y4NOSs<2u9&BKb?hIeAGmYq)oB=5RB<j2T`wMx&<KI^;Kss^=~3@E?g
zs(cw|B_(ga;u32Elj>hObM9P6Zs}n5Qx5rVY$X)92Hg7`Vif$V`bcNaoG~hQNz+Er
zI)b_s`YA=;bjQP-oSERak)40X-2e6>3jz`fvlv8nhADn*YrEwO{xjp~-J-N>s%$K*
zy-|87=gZSw*sLrKCj#vqzvu84hrvpj%rSm+hc0F;R9gK76h2#&R(LS`qZPk^SM*0t
z=bBdN!`_&5gwfkHC8nT`6#b9~%Y;Bvn?|7_)j=p|aVr=Y7^qd|Pmn)YCA4<uTL^0~
zrVGQ}r@LQAl<(cmsg8sWcsy@Q--DNkIX-{>e8!R9aa(6f$A9%r-#7m@4Uwr(>A@g%
z39grq^V(~I578!5!ms7X=RfY$Gw|B+;KWpd_iQVQ-k-9uPOqME>`T);GEO4J?%aMv
z+$7W3v0ONlp&7}3^^am_XXkf^OeD~M6d7^hT!Y}|%#e|kY`2Rwt#G%23bax*VPl;k
z3i|I%;o_p(*pP#RgDuo4kH6$S=+-l`I{HeY-;Z7BN`X}~Kdg`;m{zF!Om7;*Rpx|r
zb!(nKlj6?fg)^M>Umn>7wqJ8jS9q&Mu@SmKtaK7`7Q1b=#+y?+IE5loFId!0Hb_+8
zv9ZaT>xq%FTkJA+QkA-SID|uCtwmJ*@o2CJIZST0<;j+9Mbs)rZI<QbA^#1+W&7?V
zoAz`Y$QZRG#5__p-nc=b^V-^bVPRnm7;ETpl^MVxekrh?Lv91hb7M3JcG&dvQ<<{U
zP|Al*i-U?VXY|kqSc;(Vvh8~-KOR2iL_Z>7mJ=Bnnbfe}V7~sbdV@*zYoJe8@rfo_
z;FwZ=u<hy9>$E(~-1j3|8QNDT-dnhV3sIW=*9(_=?IhYSE)9A+RoAJlq5gc{rnGAh
zvgVC3Qlgo@r*sl>Ru)J+%DO^R5XW`iD+X9a3?q)CDM9$XFc>DK_GA_|y|c$E(c!m2
zzEQ4Gk@f4@a#BJNzte1gIa0}81jpS`+3d%d$@s>h&`(;0;5z7(bPo!{M5q`~MqQbQ
z2^(yzGigAv)gE~sh1ng{G1<B!;kK7*g<K^mmi{>XAnQx3CtrzP{<Ka5D3>nv4Zzwc
z=))$!%>1X|`JJ$dc6kn08^VcR-nI@7osglh8(=J}5P>?nyN|Z`^_4iZ!x(a4+xgtP
z@5_!nJ2bkUF2l<s?day+Kt1pI=iY!@yB7DA$4Q8FK!|Fa?2^!kHpAGojEz=+d%qIL
z|HxHh)bcnzGh5khTx=WF*Gz}i`?`IP$qba~@$g3K;g9`elFj&+*vd*1*NI<y&Z-Oc
zytvF<Y}b*`i_PQRfoujXLxHIw68AU|Nkm9!ZkA`{z)o4(7upfUX%wOk8ynjm86Tu^
z;q~EYMWrOR33ZJQ#elrzZEsF#&F?)3`BD`)bPzI9aD!us8xZ}wb{sKDk{<N@h9#+d
zj4S<S>_kW-C3tIVzB}h^_iVc@1Tg$8o)VJiPs5r|RW3BOLrj17b`KFk@Dy!n3Dyvs
zu9G;sbi;FLyUhCXn6hjFDdz|*P{;gu0~&U=mZ_C*r}GlJDvaxRT|@d-k>azC{7UNF
zDSxPtBiP5WeEi+}uG<B)i5`flp&z!F*!LXFFCgZb=OM;<oUH=sv;c<~c6EOP*aPFc
zL;(hsM_7tkU7DdRd0{a4iC-Vamb|SgUAf$nmLUmV6CaW&knEoPJ{WDF9B}D<Ugi9C
zB*L2^HTDpPw)S>H7kG7}*(2fWPh}z!I1_!BKAaU54NcV4)T9Bh!4?<m8JF0%F3t4O
zz@f=S?b?zhUi1MEtqo6|w+rv=O&b>G=iR_6vCw02;LJj-Q&nq9xP0~@?JG)o&}*Vn
z9}?xzS2AV3u^QcHg=AR>nX_nfPkD*tDjRy7=@==|zYAbw&RCdSlS6i!Csg(YLj38|
zJ?)~8M|Sg9u1v&YAUZ6D`>!b%S~j-5zhLpeR1ZDVtB3Mly5#4c>s{7_qMP`FiOUli
z6paFhzRRZ0-w&swUe|^kOMykMnJM(84;Vo54mXHUj6_;sAY+vIS{552od`8dGXOV=
zi^4T6+X@xGAT9?0shQ$RRCx|@r~Up*zOLE1gK4aOf?Fb`?7EI_$dfZu-1;0!y=Ek>
zTLcNvY#~dnTnNeH2lR8_)V=4CAL335%fnAsA+|hNoBq&o!30txe)8k1#a_F-a^c4}
z9s-NXCer7K)$5&$30G(xx6!aMq9~N<)YQ}}lj<+fcEOi6YHe-Za?C0&8G>L|QPHK3
zlE+oreu^aKWF-0-MVq>RkOxdO(^II{tgume>c;z|9jsh66`1>?XU?<|&HWwlI1lO|
z(uA~=jXM=h>6!vqZU9X&M0ao$S%Aw?(a{-@rj5~Pv{9jDsQlU=<&<5|z9BVz*v4Kf
zU*tlZX$5}#?FwK~EYj=(eHb-`+hNHr26-kW6&Du|?98%rsk$5Dq4joWp<R+-L~XbK
z2E!cbq(T}ji1^uo3Q9?zWBZ^tH8<a)jvVLOG}n9TKobKnjWg>(l|ZX8)kw%^8#cdx
zyv9%o^pG?12YXg&lmS0^a3`djs@(w=cO;0n-M;tgE&z`R3W9uvr*#>hbg8ty0&~&R
z)lF7lPU)-y99o2AGl^tjWIMs1qz5}$dyqi^mH0)edY7uqfx3evlu!4+329g*`j$YG
ziQcVS4|=`tLBPYT&DGJs;=UDKeF?K)ok{)#sS;~k>S*@JzQ0Tt8h*N98+a$Dz;pzE
zs$9MKr*CLoUtwd-^>bg{=***Y+`qQ%VqavamH!@8?J;=r8{(LBtpatBU<{E3$M5y~
zK>HaXFwTc!=2iWqxzT|)qd-YI0Hn>*ya0EhN%0<J1m+_BL4W_fx3jCO#CUM{%TpR)
z55(Cp^FKwT03w#!t%CblgX`ldxQY`P{@0702Ie+P(>+L5=_9o!WK>mEnThJ>JZ4NI
zkkvq%Zdhn}25{)g%8G8T&K1B?cOc#P#$2+AtOBr!#9X6F&-|r6CxylYlpHMG&*`2*
z-%}D`X&DEE9v_vmeT#Te^`jCx!x{#gotNhkE8o=#3r*@|RVvsa#qT|RVUuO@-K{Yv
z?UJM2Q=8Il>F7wEn6RvF03u*xPo-1>V7*srbDWrCm=dsUm+kQ9fS4=JAGshi*VfiP
zX*xcL+PfKICn|ybU`C!Fx#Ttf(A0C}IexKClLjk(IcXjb2}YS+Mg@B2+JG`;q-jQD
z#^pSLNCChUP@U#Iffzk8zm6XZ%a|whB3USp6}nfbc_ZImR`{0KcAjO<IQcL1x&ydy
z+#`8N*UztNow~8!{C>s)h)Z^6=59>y50y_4R|r74<aw5=Ty8y!rHp|&C7#lbv&K7)
z*GKt1jR23f?N9#zkV|n<wK8gO(D+>5UbhHErBD8sATV8U=)DxmE7LYp_~OM*)aqmk
zewB=sy7!rdjrYpU1yVEJyWbO<uz(aa#>){Y3oixy?pnn;UsDNt4Nl7ASoUS65Ku1C
z>*bs{@}+%kWkKrx*X^bErE!B^r1&7qX1ZJV{g(**g#ew1S)5FMB~f+v*s)_V^1gUS
z{M4yZ2ZT!ia=xvL)l3cHM;Vn4`BkvPCTNtrphAokdG-C^(BC`Y7Hv*jzs1XWWM^gl
zoGDZnruGA054$qDo4Js<(E)~<BR%AE8wO1TK(?5;u~tX&8}g;cci~KVUPIFqi{PA!
z&!keR<3Pw%KfmvyE<(i3`f>~luNj#87N>TD2BUh!hv>Wj_bG%9$;y(RGUt?5u|e}E
zso-U+bqedyAcj$wwET6`&JIhw92y#mUtgu@nVRN`B>LP!a5eGr+&?XVXV0Bm+{=CV
z@L?OUMYDm-#>j#XD}b9Tmr#_PLbu<q)$m$*bTDTM`0ORVrTrWrSO6his?Y*0W__jE
zAG1UL#2H~>Re04mHlky%FCgIxVOy}tL$y|{T<6Xww5qrR2%kbY{I3s^#TIq!#U&+V
zT*Yh~1es_~T6F4RQGIJL8F``;&{goRvtnX;z{U|n{P`e%+2O}7GMGLRnR9_d86m;Z
zZ)N-l+@?g%#~yfEZ<+JSZ_oq9BAXesYp)4Uh8nN)GaE?F;>)esZ#d(3x<-qehP;@A
z$YvAsVI8m&>*<?<JzF_ID~JbM%tVHZfmBE%WAkij<W9$dE`yxA$&rx<QHw3g>1db3
zSVbj6!w-m(Qre8{C}37i$fO<MyBUC5cbU#Yv@UiWkR2l-G%zhK4apPeR@Ecr4&Dom
z(sngL2OJ9@)+oc$;mRkt^XwAAJON8(rKevTsPG^zPPO;3ol^Om^nTHC06*pA&xq}l
z@&Sm@+155HmG<BSf~63AYXevpVSrUD6FdXXb$q?h9O*Wd7F}C`nE|qiuIRG|1pshc
zTfi><Ot8kC1Fl#U0LmqvoIenw6l`FEcyc!Ogb}i2LN6vu+qBBuqp7C@0u{H*Q34*?
z)x^8CX{<t^NGFqR0f%Vm>FIG_d>EA9`1Luf-tF6C#ZFh7Dj+;cS~V@Mt|2{%NMv~X
zmecSYSE5DAHmL_SyHOAjA!`#Z!OwZWy#b8*6Vl&>yaW=Pw?dJ?Po4li=86ZM5AkM1
z48hOU@^lv45wCQ%bxD46{Z(Pd@l=Hlsa_8ZtoCg-qPAQIgax6zuH14x7u*7t-$Svl
zq_{XMElqe-DexvJ9#Vsd=&$&;26c0PxJ=*J;nR;%jsQYxYp>-sBmNB$i~<>>3xb=S
z5C0FIRqI3#*p|Jltb~hc<^Y1gn5F#KrSG0crU8C`EwU8m78MocB~=Ex$RZ@<=WZeD
zUXV)${F>_P+fIgG{U~mVpR75g(*aTny5G6(dzQPl_e^p0>f+ScQqK`{p92}a&ny93
zaZ5YKUD!tgOTML{5p3o)9(9HIs}zt3f_3I_*VL;ZXL=eSf~@XA0OOz7CLVwHj!}H6
z=zS~4sQ7wDynD<Gc0RI4eNk(Q8jnKkqt$S9cp$j_4=fK2Sm*;;)BBlUwl)g}C@0GM
zRz}VvNCzamFgy1p$XCP}5-5!L@i&hf5ASzMKye3tn7E|d@7j#Q|BloQ89adKNvE`8
zI9nED=RWx|mQo!a%el0|aFWJ?F{0mXi^-+c%v|6Sj(9&rB=I27iU4RuEb#%C>1#$p
zlOw1|5#-?pm{pEs)0J<z`Nggz?Xe+C4W>|^z>t9N;_KEj6i^}`ZGmMVdpsM67*kol
zu%_$>5};#fM}v694e(CW{Z`|BfZDR*0baiHPJ>qy$NKrcY(4Xd{{Vsr*5|_gm*d1|
zfh2VRDw=x7>pat2jHK||Z~=kOhAIgpU;nRrM4ssl0(Rfp>-hEA9&#tv;Pbdqu6`c>
z_Atk_pXorI8XFri;HAPEvC>XmLmTTJu-REoLsibW_=<-!T7qZJ%p1T82wu|V-~=So
zY84@<8|U6@b3kGNK3xhj=$NZ7*pTr9dGo6ERXblMjR+bAP>{TVc>rS;rHM}9u<i|P
z&pK@ZalJOUScFUwnZuCpHa4!JBS7~-mr~<;r3x4(p^sGB@A9fiVZ(<>HmJ5G-8kU{
zEW^1%+*0!H_OW-yj(e;tKrR!^RQ!VE6~wz76Z!nt=Dyq!yKjQ-)N_=P1EM13ySn&{
z^`LsmljIKwc7yKg3xPQSP5TaNg27l<VqsEGP6uPE{p*YgDxJ{mi@5#)3F+2m<48Yx
z#gJ-h93pf&RnEQWvw}-9L8s$sS)XB3-Yuj){J6`|3Q=`D7}G#uF3imAX9X48gHevd
ziHp;$o53$emt1Xav!_CYgCTz5+7&idbW)@nU#szFfh7CM+ePJ-;rR>zW(YxEoXSWf
zgM!rtCXol|M2Nk3K@9TCww?QeJfvW#`-OF>y2HKq<flJ<TLfoQVMNT}r_y6X^2d65
zdUU5A%=A2Vuax4rV{B|(Q#cH|*-US~#Y-WZmL#PEUf%}$`|W!rlPfE)W=i)~VYuQv
z2E7nKxNYyjEB%nj5s9p?n+k34wrk6Cj)kf<U(aO3eS}Zd<?<gob)yA<q=gZOe^;(C
zsWWyA1UsF~wLJmLz$mjt5<I`YmtRD%=QfV3_hj{KK28$z5)sj(^o))-jhqG~fJXrt
z5(3G#k_|bt5m6Y)X1%?=MZn1?ksJvwGwph|)*QBdvl1cuDYImIjy~2nX&A`~+A`yB
zt@$qs;w<Poh?o~W)YUc7MO%SfsTH)+zX4epPF4)P<NUBNh@2&;n7)`NP8q8WZ3o$c
z&&@00OW@7G?U6HLE+A(ZOKb&BfJg*J#kP7kta^_^Y%;!B2Z?R+E2~6DTbd>sNF>H#
z1Jn`(#$VvsAowvc@vtI}p<e*v1I#;psxJI3!YjhB&IcXfm4$>UW!1zRkM1&b#(nUI
z0HPPpkLusLqr!dWma6J=exE-|8YM#l3P74_!U@Q{k$4g&ziN#TP~>`a%>lL3Qc{~7
z8i+0qB#MRy`I7+c{$QF8jd;j_DSSMc9S{f?{}QwFzvQxIyB$b#tHVz@LK0JSGoY$b
z>O9rD``UIp02W3S?zwZWLQUR11&_?U4zMe%JuZFWtfv=ce6UV24z%`Fu(zl;Z&DsL
zyxU=#2bGSS-@kuH$V{<K`>C-7fP2Ogm45;a*q>S>nuB=x?}JEotF?k9=@eN1v&$45
zP8NRCnV}=#FjQp<K&jyFIYckk&$)Y`Q+gHBZx^Blfkx7aJz#X})<-|)s_IPlYxiap
zeG;lWm$(ad3HW@PEgNG;kh(L@kbz_l8Vcb)2<dH-rJSQpwX4Cc{W7v|XlU%gTzdoh
zBOA}<8~!T|=9Q5Z*V``C@upaW$y@`${+(mx+%?p~FUgpTkN!q#6hGg+mF#BWhoy^D
zyR&Tvj%^<Cu;bhUK*Gc3)X+uqhsqK>Kn`g(WPM-*QPj~%?BwgjVX!RP>NJw$0Z&-3
zt-)q#fkv}0%ct3SAwU)&WmHT|c0s|#cmO_*6iCpU(oK;;!1o8OQ1O}R>Sh3ykn&&m
zY2O}(2rrIRE0zP`ZU?a6B84@Jd{$g&ldZ~#U<MNBjcr%z_`U5v?>Tfx$;+!8!i}9!
z@N_3OI$b+H8=&RIs>7@;2t5VrLk6?-U{scu8$$dxOO#uj?zs(dfcuhl1hC)?WZ#hI
zwMNiMaHygKuum@NCE~*vq<pmcO<+AKS@|Uy%&Mi#d2H(-luucHihx;xMmDrehe`=o
zd+i4aT=}+-QHg@RD6YRoFoUmu=(P0qk~@QBVCDooM!@IKmuqIv?mG8d!8wogYavII
z0nZ+#aC38a0C5Wm33=a{0S8^OaX5XTNSB=kd0XV+0o9<}UO^20K-M>q68apeAz%^+
z4FN>tq!M<_0SZFTfXCVV%69n-9pf)}99yJ_CWlBdJFFl_B1TQjIbJmlv*ZS5X&f;H
z;I#`8B0(>`1M<^cxf2}pF!LPQ0d^xYiQ#woaU8j7eKA8pSk;LQX8TMWW{YUa%N{4(
zs-yegh+e~LLw45f2tSaco=C5c5*=_sskebBPbk6SaO{k`BW1uR2Da{qEW*&pa5PHD
zxH%G8Xh6Kcew{1&NWXtWwMOnl-O{ha4=iD%h)!woj_0^ZL$m}@thE1u&@!bp<t2`=
zWTf@sqHvQG>tI^6S$3aeh1js7lDm6}jn3QS$}g;&;$#pF206Z!M}u<JTcq$95xAWl
zQ6gbl&m-v2h^6QfWSjIE-L$OYS;+rtZF^*Yt&hlGNrK!fdw$`sh}=5m|8kJv?d{7&
z;b&(@Tns6dA#4x<2_V{ac62<<Q2=Rbv0{j+jRZ;%Y#2eb&j_=c>l(Q2=!iq4>B`E=
zAYM@}{am9o9;ZrOb6;ANknydmxv{#6M$X|WgrI-~$3K7J<-TJd0q$M+&1Cif+(I|W
zkgQujs%~-c|8=2m*~9~6>TKZUW&weK7_I*df2sfVYhOk-?8c<fgNqx6R`oi=XLaWf
z0qd(3Q&1`@h!TLhqV5@KUZgzZakz3H5MQ`)>1-9l5!_T0QT&$%Jj`j+J(6eZkfnt(
zbUFek5giV36<E#FA|fKkXPfVJbajydm3Kl|75}-!YmS*pi;?rd4Ka}vGkozb&{5ML
zjGd#alsqELGa0EQ4mdEG;waGNiXq;5`VK;ngY#g=b7Y~)owN|7k(4AkF7g-=;?#=Q
z6w4Fnp98j`p>Fg&|MKHbIQG@f63}Ve388OXs`BJb2w;vDovtn}$byTXx!75u-8o5y
z`c4N_AwmU}5EbXkjw8rPr@tT3gjR4CnPD;$M??AK^kLQ>6-vQiZhcn#FA$CL{fV|t
zsC~VSjpccbM}{-@N+U_|0Ded_|EJDyc430_*XYQ|kMG`bAp+y^9jsS}_+g3z-10u2
zso6)I5reo81qbo4&@%vW%r<8OVigT?<+0EKkPRMLTJDT`BN!(bOyPVX=RW<I694$e
z@t4m`a9AjjAq2)z<6h&Y+6t)chWE~>w{PFGv(DeRh;$JwA1dVEF~@~n+m1V!tjiw?
z)>#D3;Oz_BH6(1}w4<=J&=Reqa#Ae}L9fSLK7Aemy|@dM0n+ZSbMs-SrMrardePcu
zBo+W=26l;v;b3g#;vh;y)I)ZtKor2|raEc^CT!f7PM;XR-Ue7c14?>Rpyn->H*WG~
z9R50xwGNnE9)bgTF59=fJ#!mM71ns2f?p4TZ9J)I5$@eJnX|G7gmE7I`66}DyF#Ig
zZZ$?4V$OOTI75dZy0|(G0PSz}p4SicMGEmEXVpG^riHqnk36m}sBy&PaX?=)M1oZy
zZHF^@ml2I$^LB<dn(?b}cH|1AcG^U&6S+m1gH|yB6-~EBDdK5qX#)t_$l*IZ0|Szz
zu2qpMavCnlA{Y}M*c6i}cmSiT-rArO0T~*Zy~6r(%3KeO{%us$;d~qBSLCuzDPIsk
z!;CK0S??*f`T|V>1B3M<1+W4p8+8AT46xiAkq(((kVtb#=c+CODZOvi1M{}~_JVB{
zmT+ci1wo~vxUv%;>yWDQB5)!E+!FoQ7X%Xf5LW{Tvp4hCix)4{^$_kHuh_9|M{o<%
z?1Vx9XOAp$1`)a!iunE4oW}~m=8&_j^*?{M9#G>=7B~Gkc>j9`80#XS4XCu$V()`P
zThCN)tUG5JTnS|361p9sSfJ&+49h$TbjV$ka~Wb$AJ#eHG#*V!2OKVRR@pF2VcipE
zO!@dq{Fbk;Z}&JjR913wz|;ZQ#QhN<fbb45Ov^9pkKG4I<hbYS$GMWBg-XP+tDUx4
z+y_8}0b318Jn1`FI*7r(lQ5sXyu<*T3TDt}8W19ngyO-@-G)hD0=;L;)u2hkVV@n>
zv5W*vHc}i$vhc9<_*@(KHgaxKmu>eF6p?^3;in54ik!!;A>Agw3lJhS02&(xq@)vf
zm0`i$?wrZZ&2<#(e|)G7a{kHD+b>mb!GMZEWC-FwsV^?PONAoMwW~eDAi`zBziu&(
zzfO?B%8>^L1_mb42a0Uo2yHA7>)N17<hzq~^q5dk2f7!J#?DqQXd{T{zEoJs$meYw
z9Y}!$c!^B9j5-{iO#(1tiV!8Or}+U_kcf{IN0eXe3w}HUV~Ys+PoD;Tap(XC=QQL}
z<kad9hMKXqc9<Ek`Jm_uFr;T|yL`^=J9=IbDn_ra_aLe^l$?v5$7(a*3gFh647>HU
z71@>FZ<Ko#S|L+<eG(i*?K$C#n1hHfRBDhKF`~q%rvAE#RPt6qNyS=(qb}#zaDAHt
z_)Z4ZjflV%Q16eYnjNVIt(68QLGHE)5B-Y`Hag<Q1FqAbpyLA6pAbbvG910EJrE6g
z=kd{j=3IR&B2uNax_9WReMhatWE?no4M7k=Mk^ryBh}erfL#vVpN{89Cyrd#&}an=
znzLowPHQM7$dck*;Y=(sqCvApG2l1<xznPe?VwnW8YQX_wD}q(s@FauXIh~PWfk%S
zLhWa|^G_y`9Kgsr5!DIG1vN?Ou&C+}FU;t&xLpeFXECetDX&^3i<-JNO3mS}|7D&L
zMqX%EAl8QRAT={PP^FOermE#p)|1vfP@v}nWF-qk52;+A6%kPbmsQU`^A}>}eCu#N
zIFSa5aR{%>#X&tqUOwlV1BlbUjgCG-MUrXKHjNx-_$<5xasTP|Qs#K#etts!ya{q@
zA;}_1?VnGa|G(<-+PvBSYoplz;U>wkJumx8ox;(m%?~JU{j--7=_i`Y1dIbObrt{&
zAb5IqY&Nv92t9FxcB^0yzJGoE%2etbb<5qG@8XaKxZF7$6r13szHb0=@ue^RCBC_(
zLxvd~3d^Nc{dhx2Ag(^PTvi}LcK&PkCqpEgTA*@gnZqOF@^I}eR6zk@aUMhMg>H;w
z<Me^#jP<$qP$W4-#R$Je6fdL$3#3bsRPsCxkfFwRBjz#FS4sid=K9~&ecqtBK@AQ~
zv6PjRd$Rp4($nSeU(a>BwZ6AQud5#FsAz5_R}lxDaSwdf*4o2+*QP`;vx%&W%^Cb}
zAI8egGwDMHMn*<)cJQ1hO_K=Zf`3`i?s9h*pIZdpO=J44h4<35uBPTIq!Hm8yIjb<
zEfGSS%K=%CfRtCzQ@wiaR38(s9nm!vW_unz8gGyBTR7a?-jxn<?G{pCuf)R2J<*<o
zPAh%TF8rW;{k`I>QcsCPECNRPFq6r1xV;fKA9O08?oL3Rfw`AV{4dA+?`7lX&uGQE
zeE8Rq??;aweXqC<t26l!2tW=((O}g>J@f+Gpot5Bj0yzzhn3i^LLql)`}d|<=|m%{
z3(Tbz`QCyLJEDJ_&3}K+iYsLEJtUE$dtU<GC6GM1pY11?P=q~N`-RV5#dFY4G70Im
z6X{0jysv_swujES)TivS>R?_R_KC0#rjc%gnR|4xchyG9u7%nCv&pBS{VNw3%X>a*
z(o^;}z<r!8B?B<pa~k9U5zP`0(x30{q4uU#@JJSx-D>B&ckgH~%;*E0Y0sz|^geXT
zTCJ4eAgOo-cWm<`d|D5hGyZ9=eDJs8KYkXRYWoqdowN6TDQ@q5X$kRwK+k5;h;z_K
z%JL*t-xO(<pbL8>#Eh9rC>HG4bM5Lm)YTK2_mnzoa0N45exE+?=B%k$iT~$<hg~^d
z9%7L~p~k)0(Ck!PBHme6*0tyHYXx%$QCtaA?(@BXlYmML@~qp}*8XG<PwPf}J=lT_
zNibN-<~AH(>xqe@ET1!YN7lF=Zjs9(t+bu>1Rn@-jw44l2dwe2T#4u7&1uLqDL2o`
zegxrkXUY9_pW@sI*Q0^@nT;p+?hh3V_<itnlJTbFKAWf)%?t5393g~!7shg}U*L|`
zy$98WB=_A%ZYcXcJDA*CjK#Z$-l$!C_FMg)=U-W5p)A}Tk)uENz0%{Ou5PJ%zfU>H
zGD7je<mM2biDj17D1N$%;R^ZW&x<@vmZG#*Q*d+5gx=caH$ML4SW+MiM`F8*Wi3&k
zPL~px0iF$s5^8l@HQG8wKOPi{=zqaqGjt@JX;!U(uQ(;&b#$2jUkB$kXFHGR=Kix|
zb7Qjoinl)B7I|^viwozoThVuka4Z|PrhD#}#{S8U;N-p4YF}dCEHYB)ZB!@UGg~|V
z*;e-SU{<Yzyw@Tn)s&8E3f1o}&Qa%&T}R^2<PUDKjH87-Wn$vY4+8x63##l4;vejB
z^F04VeNL`IiSy}>CjK2~?w=c(r5b5}q6Mokm2*!bPi4{F-@+NByO-<P)y3ggsu|>t
z9D*CUlht0}s%ydw33>CK?j?N0#Ft{$M1wQ$9XYp)A8N9U%e_l_dHIs<&+oH!m6iu|
zH~V@OAF!TQAKw4`UO+?3)8UPUMl^P(Sh=Ufz+wpLGM1(|Xcn`O?(u<V-7iF($*`q2
zCd%k!nEB+%)4O|Z^%-Jxa!iiJ;%COJs{JzK!l_3p<T#l6lbUzBYhj??RUV0!A>zzn
zcDY(qPOF;y2}O}xQWyRR20T^!B-npf=?7}BpWLh#L3bl%(9<(;=IN`%Ql<&=#<IZA
zZfN$E>X-xD(imw{qYe|zH1lk!pa%%WGd?wx(0JSi<{}3ZKlaQl?X~V`i%qwFYH&<}
zjC-|B?4RD|E1#rSx3M35R*@L|#|mZr^1#i<d-&BOwNW~x)!wO55_&8PC-Bg^qqyYr
z*B9B>+dl`6G+s2m_Z7QuDpjGe^@(CVvf3>d(sXX2fd^ql&Y%X-TYP>d3K&@^bTF^F
zxvqWV4p8x(iJmK%Sd!C`@brs&An@0{A%Df8s=-IJrUI$?p*-S|Gi@XC_1&ven7-!b
zxQzD77joSzXa5<ZHqMw4`wXkAsm9Urlv?30o8%VOW~DR7&b{n%=Utny!|ulmThe$I
zhp*J?Zkp6V9jMp=S4{_vvG%toV3sXTl#7d>xob!5{G$cG%(*W9P8V3j`+7Y#QHZuJ
zdpDLMZ%ppA$M7y(ynIROg_rhv(_v&<Pg)Rw1;E1lS6C_39ud@;<d71Za!)hO44PEe
zQ#Xv~t?0OQ<I6of>x1^8J{++M`Lt74)~)F#yZG6uk}XT&t6II};t~x_HEK#bBR)ON
zFWnNcZP}=`mD=f@ua6GxOY%iB5CR|}^X;OQDBOi1_d>!z@(_HP%#$VOiPO7jnS}7J
z3z71;p;QUCcf>OP=JlPCsbX|WZ~vLqZj1Q*^$!bDS=61VE4V!7(`YF=SxrdeB#v3g
zzHpkDyVkz`(JtIyg`-MAHCl_3L9~n;&-uke@Aj59NxiSus({RwWxv3`x^L0}giV6x
z__mWfo(pNYM!KZ4p|OSBCH850TT|{|T9(}vivCBhstQy~t47mfN7vRONsGN93U<@N
zx7`-n!zU;F!rxO9ANWm&TXD1qSbF<-{&dBUEH2egVqd+J&k*}SvimMcqHvh)Vbf_V
z_Si6dsV3<4kM|~%yK-ZJNn)W(wWQj4pQ@mm(&mY{*~%Ki@Bym{jRJD&u^~!u+nfF_
zzT2y>&Fq%diR|wd2RTv97mVc%i|Y#Wy;e1WR9bJy)i-0YohTjYOP&G-PpNH(*zzbJ
zQ-0`fPWZ_O&K~3HyvsfUq->#=BOe&oBLV)586SYZy2&E-oFt{E(3KyNV_t1W@TP}B
zC1JZD{^!0;LsPtU{NIiLO@<umvzus3F@tnbdTa3N=KUw9kN)$OM*s6@z?Tmxf(gZ&
ze`VQ&ym@{Txmm;yB;A8*0Bu%Kgxqr-st{0N5!}6RGdD!m0EI{c`>3nnR_cSY1k@rA
zP;FUu?^j01<P#xhq}LW{_k_(t0M#?9VGFnbTww>N7Z4~sYRbp5h1|7%3VHTH1ob1m
z3pUVchcxg%Dn7MDsREB71NpfF(m-b}j~0iZ;h!QT=V>4v0*HK#(0hQ$lSy&P9O{-w
z--gQ@2_VNO;3HPUpOxltTc5c9=bXf?K|h8VRw&nqcD)ig6$D@GA`28ts5ON}edpr8
zPe#Bu0F@578($?Khy?U^3lvq)O6(RE^}m7>&hWCFxDRE*Ib7g5F6hW+5mf*8WiQwz
zQKR(}rtrjw^Yd-qc;>H#Emyqck)-oj4LR2eum4YY`~T{6$LBi(9SQZC0=P%9W2T1$
z=l=M>fRaw0y!nLvKIQ93y(V?4pe1PAuMVx5tja9WF;hfS6*|9lhq{ZFk^6leQz_Tn
zI+C4~zo(9&S-4vK6P2P{?-mncR_|0&ko2LVmc*jrK>3Q5+CXV==NUFu6tz|T;<hk0
zm+>ngj~Xfo&f0$|s$68fb8M5-2%g!0TJfN9R+=R7I(K$(-e87(v{X-_d`r!j$fBD%
z=j{L1p*`{JTYG}jQE1}7!IK?a8WQdi3WJK+zME6fi%|7->4n>`Mto8!slEz7++1?4
zwf5B39h3cgxn|qyCk)U^m`XcX_a_e(lLV)(;14i({GE7S#YNAy&aBgZ^6%NeoTYx<
zRV3A-?Bu6NWb|baXyRy&sb&6>%l<+d<e}2Mm7N4eR<#hSIB;ZF{Lbc=v4g~^!3oo|
z@~F7KU?43$`%kOO`l8!pl!Y~-I^{1$^EmaY9UYjXq%YkWTz)>-SLIQNo3}r&`i=4?
z%E~Pu?AKhieSz@#={K`-H(NxW{SV^aI;_gAdmBYsLIDA35Ee)X(kMuGh}5D(q+7aM
zLAtve)}m7cK@7UPQ32@?1SEtrAKdTzd%ttO^IgC1I_F$x|FO4wxz>E<GoNRUImSKi
zaSx}seh(2aP{2z<W;uz_n06hE_#uH+*9lxk{E5%V!+DWC|2{04TG2V80>_IC+To*U
zndwwBd)I14YW>nO@n=($g+roog?WOtO;vVho82Apzv4ues3hLUCH@_FAIwm}Q}D}T
zfXABakSp8Kpn5!}QEq~l5a4w+D4s;0_#Dz?I9|BkUMi2O75Hr4EHD^Z82oIZ%q*io
z6T^k|3G@PsJ;El2m2HDMxz0N8qsiCq2sO2ioT{;JBF7aOo7|YQ<t?sKkC!fT_~&ik
z1QZ~D>-si6?uCn&bR0sq<W;3!D_a0Tmfw4(TZW~l&ni?F%AcHTZ!uMPI#v|^6kK&V
z8EE35szjPsMtSlTG5H>6!zv~&z6tX!4JGIB3&@w8cME(is)~N38^4xnKW1`!obWx`
z15#?q694Pv8wM&-R*x5X-?>yR>K6$tCg{cU%a3j)7*L2W^Yyt>9V6Xm%`xS4{TA!(
z7Ym;;TD=sdCT+pFckg-=pycJtiW3R>{KnW6b*^AVY9W6AdSd76n#P|Fv#Miss2eES
z<$F5&<LN9}!ff<Z`H%B?N=swG@~R5O#^sCmj|O+v{X|;Q3YIswhai(n!0JT|t6Mx3
z9FTJ{-_zWQE39}wbAu|X@I$mkj{W|7Gu^tG!Ux`J{O*@TeXrN{zulc)JWe-nau}^W
z-@*T&pFoEy*rt35?N5|EdX?C5DxI0B%{nc+1;lwy!rss0d68rz8@{U$tojMFr(jp7
zpY;sWz0(vbru@ZW1NL(IS>mao%!}rq!mjUoc%Aj`-qJE;9&0~pQ%(^ojyX)VX|qT8
zDxY<@TaRya+>MIPO%T0)%5TWLVz-rP^HA9}R{Jv;qoy8Iu`CvDBlk3}O6(^)PwXe*
z8v-rm<cKibhr^W1XivYJ+jtDnwySWnZz;d$T3o5v*f`l3(GwYk^GsPU_b(?3j1{hP
z-O%iiJT5n5_1Hv(Tjv!Qdjs)<DxIr?tOc4ZvHQ>y++PF9@@Q?H6n!W8&%LMw{=b;z
zyrL`n4wOfK44(@wY$YYywVLy_BXGU2Jl~G(@yPG<Yuqt9GMfChY;=@HR{8uJN7d;v
zT1v_H9|q~GGqDtPN^InZQOZ|f5x>p>7RQ|$46&~G0{}(oFj`F@v|#d(jn`)*j{Ixm
z?Y)g!Ydy6xZO~xRt-rGEMGt*Yl%v-^SvPbxGocXp3c2t8YTgCNLgcg~l<djbdO#Wh
z+vw*RiiH949`lPX3<BzZoduXq#B_PUj&AU5WU!5uZ3o<nUW0tc8c=L^lhJ#Uqau@J
zPZuRD?C+-^hOZsV|F=(vh3^J|ay^QB<lsEK8F76nvE22)eg+Djp)ih`n%Z~O7*3_B
zVE_T3#cEGhx?av%zi0O&xk04j>-+v%wGf;F0k4vN3FBZBp)7iEK=0(MUW@3Uq=A+f
zIx)FiKPaG&0=l<2d+-=HF3%5_4KV2JFE7>*e`!BrSh2sZT>@Z5R$NMHFm6eb=SC@;
zR@nT2OehNW9bp{kzyG^6ir2sSZ=9zggLjxqS=AI2!q3$-NRmv@)ocqGyIMq8qz_t<
zGmn3>7pNv@9yhuh(fi8BQc1j{MN@$jgY@X8pITD5((V?OqDiU+QE{yQ6>R+!Tr^j5
zi#RX{kxyJitl?2r%KS#oq}z{}B#ru$ZA&7tS@L*#IZ`DsM@G!#&snuKwg>JXzhB6a
z{LDn+G*LGeg`S%3`f-($1cqr<y1J6;Mi@`fkk?CzKYtQRp(hj&UG)hIhl2gFOo55E
zPB6%0*;z4<amuT`#`)+MWmrT{>p$#0E|W~P=Jq;C)55nLpS2Dy*T9%o?C^||f6^-_
zbV{w#$0P=iWa{_qV2uW1xW?1CsQ2)FOhhzm>-mU7vx%Z<yB>V<>w~5aozhM(3_71Z
zizihLjJ>=_C3qaqG*`J2e&vZr(ekY-a2sNhyss|K?~7mCwJb@j+r%1H%3*bm2I`sL
z^pjM}DY|I4NHFr;n;q(z@8{A579t+k!n-E1og5M^O5b+QJVK^^n?bQmERgKTEyt4%
zQIvGlPNR53<icUR5EGcJ$8geB*@;a$p4{)~&#-GDYDSFg91*Kby>~(;S@3{o``L5j
zqH?}3PTmp+eOXakvqS@7Gd90fz{A+Qei(Jwk5p6y8cGgE4N`g#5#|H*dDhMEZy1$Y
zePN2)ihS|Zxn4LK>uSmkt{Se!z2hK;i<{-}!&kHGr?q3fOlsp1kH&VX%8m@*+X|au
z8E*!JzxgnnZ^Dv%%Qlt$*fKKr6YiehuK_ap<%0Q0!h#)#u_@$YQHR5L$;<S98m-ls
zdQp>x*>&BtP7>W0{-=hIMrEtn{KE-<X&ccNxbNp(UdoR{N1#{<p;+$oq6Ztod`B!p
zLwBvM&t9_6QN7lcep7dE+^B7KGVM=Pdt>nC$F13-x7DMpHmBXk$DCg1mMWV2Q3st~
zGj6nn-7d^8+jf4<a7tp4{`f<Nak_e3dDL-iYc*|&r-jY-hV<L3l6zN|VdK!!pxm<-
z084X(3Rf8YDs*Id$WdXtSd=tCYx(`Tye{%o;7M-9NTu1^3*J}UwU{%Pgr6zZCBb5A
z4sp!2y<NfGuM4hv^*V|zd79$(r!%%O*d4Fxn`?-0oXDoEB)rG#uRgZW{z<ldqOMr~
zaix)WclCL&A&0~If?@qy%3Rmp)bE=fkG)n>No~EeeVC~5ocUv)`(M5Cg^p`6j|(gu
ze$m|f+3|%x(~qjQT;A5?S8@EF;wF(B^%k(%*itPw?#^^j3O)5^PnlV&r*!e=4z~&N
zKb+y1YPw)p)qTehmuIb*Xcd3wUg?ANDAEB=qVlJN#;B=>zM^MlE)i95dGly*ksB#6
z-;R0jN*=6NPDA{<=F>T8#uPjJH1yT4qDe4l)<!M~3(n5FPOjJM+aV?M^w}o2UE=sv
z@>bGL1OKxEdvaF!v-)Nh)}$@lOo!9ZGTU$)_3omKx2C^L_j_Tq&q;qF9!K{dh;%BW
z9k`1&c1`MaBs)}TGNy67H`<Q+^HBlm?Ig-`Tt=j>U#y5{DVpHac}8Jw0#m6^+7Ze#
zsZbzdw8?G1c9Q6GGuo4k_$!iNNAi0%?=JU$1;$TWFGs*<1s5B-#OdWKE1P%6N`Yj}
z@{%Wq;mnxX-a;(g)aKPhvZXS-Cg&RgTvyovwf@u9A2O92GF2ozBs>q&<Cm0CpPH1n
z_4#42=sFzW{njkXSF(8C@0=RN6PRCBCT@3=S`mk}FnkrkI&^zKEo^d+_6o8@1P=kt
zM-zb0*8n-fMFF6%s=B)AP@ETcaDk4K{_FI9Jg<iA@o|m(p5Nv}D-$UMkyYBJsM3M8
z6)aaqF<Q~xwoXQ+t+zrm>6{JbAKn`RFD;x*7JvU_NfzxR+1k?-vs9ZaKU-ONoOA0{
zH8<Z|<-I9ORb}%qYa7MHv|81qNv9?Jy$dIuis+U$V5XIl#%DujR+wYG;APBT81IHo
z)#wMA-@v<F+Hm`J_w98jspXSr-q*7i1^m;^v67f$kp1@1DpH4P*&s%q%mWojJugAT
z`&m5Z=9@(k{*8razOaq=PtUmNCpLT#;c6dk63MxFU$}VlJbK$dwCk+!#KrvEQVg8c
zDf&)qLubL1m`sgzdD5}fEjC_;uYp&UpU4Ym;~!rhI`Zl!-jOPpO<rdB;={H0RjAm^
zHj%NbtC6MS2RF7#?DfQK01kdnjzAU=Zk|bbJEL<7zo_kvWypJLBy;jZ?x_$Nv!2PP
z)9-wlbmF=CA)JvkaRln$@2N_y`|%e4{FO3AXQaOE$!DEXj%}?wdck70bN>p->SQ(F
zg;b^PSQ5SI2<@<SCBc`uA0Eqk?#L|Nq2(7;PdLxqdUAl!NQ~b|mSQIo4+=TPl;+t+
zDW>-j#U%5<wb50Zi{|z&r(}P;`-ukCR-<Le?W=c95&FwC-BBAyWh=6<CDFWWD6}WI
z1+-_|1f5<Ac{}{um+nxI4j&;a)84Jis2zEG%roU_+8oV8Q(TKVq_kz;LX0t7F=J+q
zPP_KqHj#51<<`CVm`n6W3pws+Gc#GDT}Dg33<O+C*;W|(&TOf-y!R{1&xDFa^=VGY
z@jw3gbLZlEhsF_##RSFtIyI+7@;lTrazA-z6g1%RJVkW$O4~A}fBQ9q$<ORT*TG|B
zR-4kB4>DREY1&FGZR#T%+6j**R$Elrl0OSF2Yn{}{%8G}OtS5OiT~J5O>myAy<gu(
z><L{3<WNz<rFWw?1M;akJcU`!f8Y9uL0rm1IJlP+I|#Y<Z}8fMaiB0{ax+RRL#b(c
z_96~e=5KVkac6nR?177X@p*=V?6GT)k2P<BV{Cpt_Iq0w{vSmjd!JL74IZjU2dX_`
zUCAz5oYHXPIK6pc<{?``c=m@`bV#<Xmzo@l4JR?)<Y%||*OA~3#?sY(QI)))MEaQL
zfnED=tSTL*42YO-v8hWEL~TZX|57Wg+rZlM%Wrbw-Q`_nT<%z+&ApuA>!bP&I+$mz
zbC+T~f17qug`tg>^+ta~e8^_~w=fFkSYS={xr;2)O}S$x^jA0>RLwGOFIptKCN!l~
zuH}WJHrW|0J;CH|^ii>`<EOv(+FkT4$*2-j_BpaqDh-I9ZFIzfvw!VrCF<B8+f#IX
z+8LQXJd>=GpGu@nmSQ2{HdJ+-9!6NpGdMLJG`)K{``3$yopY6kRbo^X7R>k_#KrIS
zZ=^gIPe?ZK2xMinf&zJWUL;xDg%h$|2JN#I<o?ts+%h)}zHQ*w44=g8($msvtXcJI
zx!+=1P$GGQ-cj@{K~<jt*&uGVD1fYBdp{w2I|Q;8gH{CZPYwt3hV6-l+*XnE)|Wyb
z-L!4APj3W)m+A7axtI3@!T{y*_0|(?@r8iSsu-`yzgKHlb9%!-^uk<^1NB+(-gv>)
zI}Y%i0G^`|A95?p-pB3g&*||{NN1jmm`^z<2#^1@CaUG>V}IU0;iXrOM2FP_y5@C;
zi~@z=&i^`UAnT_3D8~=gTLRGwf<0>&Ylz7LcpKz#wX@I6r$OK|cM(`&5g2jV<dd7^
zh(iS4Kp+(iM?T_%mz8}%+<F=F!?Ri8=~K94t`N#i`T(8VurlZ%1!uh*$4T_F`PS>S
zX+U(j!krd3P|JVES6O<eY{V)2o!br~tkA<+E8wqYh#dbwdP)Xjd|ZFPCfeN~U`0F^
zx)=%pT2yW3DBPeWo9K6>?i<|yQ8q*@)I{-#N07o6tW3G+ej%hI`lR`}Yfa5y&B_@y
z@~fQfy0!$_>{r+R4+$`OPe@K<1OZ2)&bmz?;H)exVNOx~gx9#+uod4>AAGY^+AwD-
zDLYqVYy*eXN@J6`dCwSE3SF>8+|?1$!*$n6BQ)z?N1O+zqCk0a;l#UpNRWQovCh`7
zw$29^&HV0O9#r7dMf7nPv&sZB8^%SZrSJH<x3_l|pA@P$08a*Jf!GpTkBI!e6G19P
zh%Pl{<<<x@vpIeTGH<h_ij}?vKRj7kD-Ly+X8&r+8vGE(sI{;$K=vIgcFD(+M&aaY
ziMiIuuyeDREZCZ1>B?YDT0WLGkbSa!bh=4dJ3is^E+~{Qe+&EHcL4H!OkF<O4Edar
z9|8B8&-sTEV3|PW;Q|Xkz`wOXO%5dJ0E7u-8&Pl2UqiXM&I&n&n@~bf(?;#xR=9o^
z&)}5uOuB)H{BFjxMl2ZVhID(yh50~>O`IqBMuN-OTd`g_nbY*8$>PRFuK{75c;(6Y
zGyaB#ndH;c;{gixcLyO8hFf#9n(Nl`ULM7s&jJ(H5N!iy=OkK+@ia7qVpRc%Fp8hm
z^5jR(u1>jT=skoFQi1M*R`pjf$th5BwoCzw{Yyd!fSt#pcn_i^j9|N=C8q73>b&E|
zn!aqv>oBSfVzT4zN&D)lbY<r9ocxOykd?Qy+beza$yK^-uzhw)`M%Ar$rq=k3mI>*
z@5aJwO-W14ef^;WecjBH>{?iAGM1RPX#j7~ycq+RN<0Ys;R_!~fG&LZa)DmVH{c01
z3w9*`90tik^V`hujr<RN8*>l!)C^kYW+KN%H6xtnma5f}>C<qg0)i)aYMLQy7UaDY
zFsp|8wl>w?li3fI;yG_ul-_o9X<qhWXEA7Vf?7)7{SGWhEBy^!pwwT~HY<@w?rU5@
zu2(#F@B^fkdagLC{A}*vtW~aXRI+;Ht00-!uPe>zTXnL5&HV+>ZoSw-HhgrQ4(vKm
zc3cTYzZLzw161~;aEhar1s^kOx479|S1O>;<?(G5S=dFLJ1Po06Z0aCgRB17MqTLB
z&fVUpN%@*zWlMc~v%X9|eyw=oOXCbdCp#Qjba*6SS)ZBzfI&9!d_Ncw*0y+(VN>l&
zf<5ddT{b2r2CW%jet%i}Dl%LEtrJi{@1}n4kcw5PbLjLecFhvK1SrXV72y#-Y^9$&
zo~h%TaX1$-NU$ZxZLrj+?25#RmI@tx>nvy#D`q_&Uewt6XM*hsm><ILJv2X`p<1fB
z+XrBR^y-b#SjZ#!;2!I)#IU&RGrF5leD8nhympQX!G6D!y$2szjnK1GBq5|bOJ>sF
zSL!C%Q<RLVW^bX^$Q1y}A!l08hk6Opij4Q-_Y-G{D3ZM@X`3{tn|J~l+ymYl(+pEy
z$ml5djN*$3VV6(h>)c72;5QoVxl>th=YOETkh*6hs^=T-(5x#E>7ji)=8?2)%h8LM
zFu}x1ktK(F)I@)=1sDBh(uT^63frln+N;vKG2e=e3fGDXU4gme%<5kvL(Mo{R#sbT
zQHQf#&cA~kHWCmMn>rzdj*5Ch7qP(?ht%qK-T0gcU3R>}A4E0Ew44a~i=&2u-Hmjn
zHTfO1ri58cl3sPze7`SlczElrR@F=8rRgx3Z%j~wO;MiYvH>n#O>8l6sy|4d!Qf5G
zIQ9#L*3JHzY{2$Bh|bZ!+&Qn#Hv7#{HP)R|)p%CmsxXPqJ$rROX7ml7Jh}PS55#5G
zi=OQEuOTf+jqORNc3rmF!6|10*>&R>U(~0MW1+-tIFfgy0S_VwY$b}L_B_j_d-&es
z!4@HD5Jo_PMQm<cn}`Sr^jP{$iMO&Ezki)1X=gZzIpk}vczQ@J+I%s0Vl3RZZ(wMV
z0?-~Rk6;{+I$ehdcanftlKVix=!2*eF$y)YI6%|^EGc(JgTWhu;?T+k$%_!M<^=u=
z5n@!o1$_jV`56D;KL5AsQvubG76Vi}(TW_g`UA2)o1=_Q1LuW+4F&x}U<71xAUb13
zj^7!}B77qesz5O_HI*uV^4EL^R0B@7B*d|AMFwIU|797V{6Azs1x7&dPT|{!((sW-
zGI6sHfkY}x_R&pKQF*wu;aXgLJcFXia8gt+pBO54iv_*^A(oFQpRSYA?l+V@|C8X^
zoPy)MEA1y&;1<NV=~U=?MpBte_YKum2|6&<;c**WPi83OF%A~%B`{c6dVkJ*w@PHZ
zFU?YnRR-c#&Na27d@<IDLM`~pa&{Rrc8#OGS0c*Z{kghS9W|TU%J=6>h4u7xYu%Cs
z(vL5*uc#t|qH3TA+Y>1kNMY9F$jcN`R^GvioM_}t#ILhcQzf{}_=2FP#rGK6)aIQW
zk)zNo#zeaNS}Srt-BO1qvaD6&clrUXsHE52gGGNrGy(91MzU@R!BA*3JK0vu2|M;k
z74hE!{sAWmTXoDNnz{zN-!LE3$QqrrYguuu{WwVlxRST+e2)Jz#dtDvLM8MHtV>}N
zYYfx~RECz7=gE8_AB2;C;geZz&8Pb%fQ(Ac`~Yfq5I?3V*+2D;tEfLn*<>zw+iAJ4
z)xYo2H)A=1cYY6ttpedFOelZ4I`~}Nu7_%AZPZfrmUxhIzJl|1T#>OE{_cqqh{mY!
zS6`x<b<97rAIgWXo>sE)Xy`BFk$Nm#F?CVf%(8VXaV_NdL*UZs2Mkdc$di{-y9Z*}
z`t6U|@BEC_S8VQJ!TYEywyX{;^%Uc|!%KQ5HA;sMaw!#e7fNw)apx8mb*N8372>6w
ztc`yGg}#V`e$D4g&3YAv!}li%g%>Q*O`o^m4x{U3tO}|M#lkA8+NH<V5iqTW`Ne>T
z<GhC%Mq^YvD_<QhbNB8q>rnCQGW6T~nU#8^pZ?h!oKeiJ?spt&a#o@pYCn*j-7-K%
zwcUmoa4yUp7!X*pH5M~=agwi*k?PFfA9^(OtLAC(*_<B5)`0GmNV8i3hepu^;vjBk
zC!xy8yJ^jdHp<tCf?u$c>Q_n?4=Dc0a5FA~Pad;Hz}9S2&)Y1xvjqHAmVX7e=TN}g
z7cYmzb&ADnKg0-6PJ*eZtukCVWEk1gniFiJL96BRd;xXN7T{NROS#{<h9Sju+R~Yz
z!?a8ju`o@CG4qP09ItI;FXj+`U9OoF{4}YdH7kpfzt_QH`=bJdQdV3}h-b**53ON$
zf0Yw;5F(Vb+FKxH7}CE=!sFg!J<DV5J1puvLy6f#KC!66H4=6Omko$6{zHRN^-MFH
z5JpxN)`S=3mi3~f#<0=6i}Q3_C0At$F-sv5XXD;7*w3kCrXIxpRyCQtt;NlPc!~hF
zu94}m?|V`lmpHSu_madY-&yprGph$?FV&VE4;!Akj%0Js8C}c|ZpzQqwJgRd(2c?(
zP(o?&CO&JqTbUjD3bMRA3dCCTIjH<ZX5HVVe$H-D&czT^b%7;D@2u=<NyF@1POI7Y
zXnpO|^Bh*LFJ|wg>Q-{WFk-Tkez{+No!8f%!VQLn&XU5KkKcX2kHT;gkOwyX;|{au
z0`E-v`0X>a3RHqy?JLlKh(s00)8!(%8~wD?NJGa;1x~Y6RAY%gB<4fob&WKa$nw5}
z-{)YMNuQfP27w<Qr?v`wB{Mya3Z3&&f(z3-0J#vZAEbAVGzL0RN!}t2ozY`zpFeHY
z$r|IDOg1Hg2zFv6BaUbo90qURCuh3-c>YX-{0pK+lVYqPssE>_nLz<#C@3!01!(CN
zU0|Qa8)N*(oMwGIY8$C>HKx%)IWQ;$krSa7P$75|`2Zj1IZwg4f9hDHv`kxZVndGp
zNJF4>EXv|`oo9X5dbp^Z$bHPPa2XvZHT@9ERE(Q2zRF>ub2~%5_zh~}{s%Qv?Eoq}
z9tsb#*<E|ag3FS}0EUk(7qri%E70cCOtC+&RE#R{t}Qrst>EYX&C2{?d;jP2oZ7)G
zceDt)8~u;W4@-}H4~0q?s3whSTF#LWz@gNZ#@U1Z=T9~m3q>$Gnvxm&&0&T07bhbJ
z@+|o!OzHC^1eg9t|H~T%p}|_q6#!V0vVDG!(Cm?eUyi}1$x=o!u=gBwl)UvkUrO5p
za`g;v>*;{@P>e6laS=s@^$F#}>+o;>6mT$pZo&FWAS#Q0p)ZQl7re1f&jPa$F7|KT
zmhGtmArilPM2CSPlXVCjVVI|I0N8>!svyyas*AW|pSvXK#(syCC%VSt4t_n8FWvEp
z&_(erUuFhMES+Lem^q5Pq!6EnlJHq#CAW#0{lkUpnopEaD`zHg+4@#zG!U##k*_(z
zRpNP4F3?CY7EQ{K;rgBWcdgTH*m}8yGi^WNV-w~24xSINA^pKo5$!!-t1y6|XSgjE
zD|zW_T_5Rs(?wcH?)fqVGoV(jO`BkUuIIGSfYvP@JrLClAoylXfl3ziyi=wDHP#+r
zSCQ#V!d1U!rw$O_RLNtls0_qSY05r`8y_$U(^$UMGjQbR+~S~*s+Ppne2V1l`q?Uv
zVBYt?Y7}^K9|Qpia8s-=g+dD4(S#u{ez=){ITi*Y^vz7nfgX{{$DQo2p!mO&_suS_
z{k6Kn-U5#fnNd1=A2#)F`X0^^8G9|*sE%q^9o0OFP6M(2(;WX9bG#ZN7#K}#ZIpeH
zL=JYks;Sdg(Dc4SoM`=4<5%hDdRTRKx%sM0M4Bom=Gb#h?$>z+T`DQh8#wv%xj7c#
z$GO4z|Kd-hFBE*;|5;_d`rA_DuPgJJ^8ec;73TjKR{zf=J=cHONE><$X-_hk9vvM)
zER$FdelTy8S062M>2ypXQZA0z$Fi!bwHXv2x;L08{OxBGRgmiFP1X&x>-z|D?_mT)
zVH^}9;>Z6a-8w8{{_VIa{>yQ@`Ty75O0L}`)*t~Y9AA7{5aG(rk4gD3b(9Ji?|%^F
z>y2M_Y)z!n2@-y;(j^so_hjwUcH41#s@B8IwE_ic!>*e<Gmvi@uTuit4w53~qTG+(
z(g1K%3n$if?p~zhVrv5ERR=F81v`bF8s)ItW0o}Fg8>V~(tER5`p!Dn$T!A|L&E)g
zlKvvL;&rH=Q~a+iAZn_d6SauSuw_qNK?Qetxi~Ndz_YSSg_TKQ+-rSY!Ro{>*WXtG
z@0k|!BGo8ku9Mmkm@#N#(<oZ@&_uH0+UboaN8(=$Sc!E>$)-FSk_D$<=1KjjTA4)G
zkJm}8L+(N^)`tKJ&YhJ653X?t?hR?EdkC&Oe8Y8LOgss=NGP9rDK!3-bCWG7%KsoM
zU`|WHo^I@*54<to6g|EC$2*C7aMNSbvF%u%?Ku*}s4mA8znWij0T;3MOZs7x`~t;`
zwNFJVI!@asI}q9~d-J1*2rx97nv>}-9@}K(eW#GE&edcL)FOp$+By)lWy>iC+3?-I
z@g&tsU33k00gBsW`jl+9$iJkU`_F0DJlU5Ko1i++=rcA;k9VjQ@5GL3Y!A~n+AEnc
zgqwP22$d_Dy>1goplEmzRv<1QZ64a6^WD;ieFVopE+`--?AF7PoZEM!l537>a6V}?
zPB(Bpe0}7jG2obNW2h7LQj>pu9y$`lxUKK23>TW+{Y$GsX1^2j+(>}m&GM3#nsAcM
z*}Uup{*d|AbIKc02qTAct#7<Tm=VEsl&(=aX#JW(Bs03(ta|$8586ZZ?|BQ!1=so{
zro<JA#~13_+3v$t2*3-KGCdTk_cSW|HfttRl>xLeSxHA6Q#Ce@QFhD{QB~JT8o^{Y
zG>jY|ce%`m^i0vD=mROMcv5R??q3hc5?2pzUqn98I}~rAT&?rn>9tJ6Q};KjKpx|A
zy;Hr-rng-e_<dlBi)UhKPj6NQy7_O}x7`QxxL+e42zYPp5o{lR8@+Q+EeYDJf&p%!
zG*q5_Sh_PlIkgKS1L{AK?g)sBL@(}5@@UES%nsf3xaq!@UKNVB_#A%x&T3JQi|vk5
zjHOEfM>*bhl=UYW?|A+$t^w2Tnc_qHQ4C)tmzQDZK5w<g()K<~RR_sEp^eVQ?o7;6
ziUFQxfO2`3n0Ph^+0v8`93*t^oSwl%3RLOOseUqz)tqKr4x}bmzi%oaB#tr3cg8t6
z-G9C!w4Wq<?*abodU<)cnp$QZEm<lJL{-dshLwHvp@EP9pM;gUG<HqH)_$zr%xh2_
zKs?%dpGvB0=P!0jZ<<iK%1H<@3BHr^5qSc)^7MXxlX&;gxXLcj&I9Bkw_GAC#~92p
z1r9;zj1v1<;x=(>n?zDPulcL4>Q_?Vs1m4z7u9Q6fUD5yvqzHt?SN@CRd3Pemd913
z<M(^mN2%-UM0=<EFZz2ql?r5k?>;3MJp6{J9^L#IIUUcTDQNDOO87YzQVOICdriiy
z&C>V#b$p2R_X$tJ3Kj03f0B7XvZadNCZ)WZkArHAsI&Im|4H=CX^bNu539s4a>|^#
ze&5mKzS*$KVsITnIOeeUD*|TA(OTSxDn*5tO;5^ky=31h#C=yX{GlZlHmpz9vv8sG
zg=x?BXQze>LPb1W)~P9x*gM!zO*+t>h%d$D>_=86N4ZIUuwwbzr<D(#!*7hi%yW`C
zKd*hN(0ZMdMvI!^MGUUA{wN5KxIB^Z&!YkVXRO+96;I9-TvF+%oIhlkJ$AQrX{7NP
zWZdht<o$iurTGT+n9&bUi%-2qX!tMX*4G$57-Q{r;T@l1b816}>G3<x2zoH6VDJYt
z$lW$P!$6FC3|KD~eIF~(DwE?{)YW`&lEz!nG2^v=H97j#2Un+N-rbF7$my`pAfeFn
zVYK5gYk9rDCWA%1dlyiA|E#rSk<h8+0a-k`q0svlboXM7vGRmz<9W2d?@^#HAR${V
z=X3)DXY(&vZZy>lyy`|lOb>bEL`VHcc~c(G;>uzQhKNcs$Ouu~<?&GtB=czwq^@f;
zjkXHzOqJmvU2Y!Xf^8p;l#(b0-BfvX>0=s6W=Grjm8~XUvGUc&xPA(7l>p_u1+k9F
z*PlS@eNH7fsV<(~F;8){K3?ghd6<&Dx2Il!rr#XBl$E>lz*{*YS+#Xq#7?(Dfm^uq
zs3m#pzPN5RhzH4|-USh#Sgj($sZKFN%4{7S104JSkz7Ro;12rql<3MDLxFaLuK^l3
zs7!MBq&{homW7f-_xSP>4Fgd33;@s3B$@Gx3K|a-2H!oOjaRbZ7L_$&EF{0d4dT_*
z?-kHl^ka2Ws&*v1%E{!G*U8E&j86T-2y(%IT-ezmp+{TPaL(<VDY`F&uvi>6@?@|v
z0tP<;QP3@9U%jfDxP9#r>}3jwz9z_G_jsYRYRGdD?IC<s6G_qAdRP&vRY?nZ{QTYL
zv9A&Jx^PKF%zJWg*BHiE0*#;0LY`BUSg@Yi#PbHPlTt8y6v665P@>$&Dv#8BPcIM2
zh`~T)#4!O_qGiu8RC-g*xM-7OQx?_ZO&fGgy!7eF$ET*)z(0!<C`3d<SOJ5k|02x(
z7hj63yIvCIJ4^R<nI|ysvXcW#z1uo1^-h}Q2<XK?LHQm<^Vj$KAeMXm!T*-bxl6=f
zy>>cKVx{{Fl<5M+0%cHJ?yGGEDtaL?96=xpmI%sP^C(cmLa!@&0&bOoFM+!L6c|){
zyxr*wvfq<HdlSfx%Ymw94L3J8bnBZintw6}nc&wzxlbQpRG_q9;<FbD;Ko~a1Yzic
z;y}PlRvbcgkz0YR0?P2WRv;S}Pdq{w2xHi%lLzuS=AU~ph;IH(zECTxtE)?a2uWU1
zaSRZ=HMF$u{;Um@`g`YMp<|<?p#JFwxRCLES#%<jzrXqqzL<!Ga5o@&^?AK22QVLy
zi~=hURYC=*!2bMtqobn(`HL@s_PQrO3N3a%0E>Qi{a;9DBB3<pwu>ZvUg+#PPS?{8
zfWhyUSdY_N&5vq6weOy|S>$@m_ZP+;Wh~SEQdUskU88<%TY=0jbV)c!Uu#bO=C4=f
z<ZHX9E30T<_hU7iZtY&Dl@(IDxg(Po2#{TSopd4m^Q$8tw6YYQ$-#fNdiEaK_D>~k
zzMA*6c4Nx}FtxgHZ?!{4I?{8OQgMK3m16ELa<)7kv_#9;1gVEYX$mt<5kacIkAXna
z)pc~+wZhu2fql!|LNT5+DH&luueN+RIax$;U*2_SlQE^!6M)@%Xp44pnhhM(_d&8s
zx-#&!`2ZU$94egJnr}1`RE{Uz;7CYrcQ>FqDj%zRNXW9j{x{1ZhG#a!(R7=qT3+-#
zrnj+TSTMq->k`VuIPY06SVRz6mVGfH5Zg7KnLPl*x;#ZR^8G^IZ@#V2eZ(=}5KrS8
zH_C%07r)8Rce;3+T4MAWblw8I&Qz?}lQb}ZSHLnDHpdwtEy9l&D`x89)e(2CQIkEL
z9kQB#+U7)^%kz((e@~~wcZu5rhl$=ncE1A^ZvZX$00qUn(gkjEPJe0n0jBCr@;C5N
zUfv{nyT)8PS=i4!MJONfw_*(z@k?oj8^cy5SYEl~pTuFMu(<J|;?S%YQKa5xQbBIB
zv1B4!gsF5cG(nVjnM$TP3tDF34rgmg+5Atoe}39t1rw#Oc`A=!KZ+}Wz9SY|2h^Go
zK(fqwwW+?o6v%_9vMuHOlAq9h#{w@PO}o$Qk_Er#JNlGDOHd(#G%9{*J~RO9`Vd1|
ze_2~s*8sFaO3`t_POS%eJP^Fwx-GV<t2^<|zR^xsTC&l+>M#?NODlQOwbAO1aHI3K
zk(O7E>=3$(8w;oyPKL*8R(MIr^ZK5-$OGcHfg@6b?mA-&`hjNJpu)2Most!k_<o8q
zoCZXpc^2WZUtYw)vOIr~#}@+ml`kuA0c8Y|j~E>t<prXOz)nb)&jT^lbx6<_C~}k4
zI0Z_5{JU+al>rq7612LOeFLJKyq3ec)s#ok+2{aAg{0hX66JpSCxs^oY3FcrbN>Pw
zOUS%DaUi{bjckSVu_QxpO_Y^nE5xEuQ~YBJG{L|?SnUp|rI0T=gz=RBCwEc9_VcEC
zQGOyor&qd1*Zund<TJ&^;CnN+F#pIWH7UbHRj3JZcX^QynJ~k3!7dW*aO_i9NE{{$
z<$<%F{tuCnI65UNoRwQhCJ}(Z8o9?Y*0@ZjfWJr;->G78H){<LBdKUtCzF|Z0zM?y
zF-LT!&$q-apP$CEYQ)CpX9loAp%JY87A>=7{Yv+UCb{M$9dg22kD`}XDPAKlsCp?=
zvy7QB7Sr2wYgtz_*OjfjUNFY0LL+ZE^<L|$^g+brp(;S1Wn1Q2=XH}J@mI2uYO3a8
z7a=zf`V4lh4vX?^Q+=0>f#d#QO-d%JcICI12*t{DMI$U>Q2<<fomUWu&jKX4A_*YD
z2o|@rHD2HgM$0Hli?2ro$V51y;t@&Ji`-~4v#alaX@j1$)>1j3)y$x+0-`0}SAuEG
z!nA-qR=wl`$dpT~m@kJgCQXW|;nFe=fggJ*nl)wN&f7Pl0G(vtM+7>e@kllL=~97Z
z1;V5OVi0#>THSMFH)8dubc)>v-nSDKDe=_VhI-nJ*d~1^=^blw=)okfG{A<lUcWwW
zI;<&uR`9^Yu8aMFb88;olKmGVZ_d2x(E`Gi*eaIeWCHv=WhR9oSrAe203N1#|88?6
zA%$JL)zs8^^D-jb_C0k-Qd#*zXrINs!F%FNLt-HKaStD%Fm}3Gh({vCApw|-uXG{I
zh%T)D&b1>7p~kIK8qs@DQAdF~65Ej<70~&*_yOUNR8b|$bc$mR+`UepY-hO$2*etj
zazRK+OQ`J|dUWC{#bWZ=@|@C;LLy7vB|AoDqN?c+@@2ZsU4Jcd*2)^!y(%tTm1%1W
zhp%%XIHnjbwh6Oj!qy>W{cP6X%8{66r=@IQGQ+3n!v)U)fqQRMVan{A#~h-BLoPZS
z!;j(yxlXX{6?RdazBUVTqOQd$amxgRFB)dUSoT9+r`{bAw^-wcWS4Q+Yur~)?qpb3
z5imG>sIL8TK(1)nM7Fk1b?B6N0~eWNQ8x1Cx{xSKQV7tK-hDMXVVOHz9@`r$Xu?Z^
z`OeN0CxyQrI&B<YnsYHbZgO9^T^X0Ds=wUiNSJl@w$;pzS&LJ)YGJ)3ZK`@C`$47V
zCBLLB(ZZS}MPWJKoa2MX9ZzG{XH7cYV}g&#CFy+dE3nIn8DfHQWHFEWud^?#E2bf#
zCAT9@g$Yn(Uo?GKsx`O#Y{_sZBW7cr!Yqx@?cJjfo!El%2(Y8WosZFi+cyZK3{i}a
zQyt|?AC=oGbmRM2a7)+aLHkOqi`XeQx6&&Q)OOf;EMaTjkEf{TN>{JKV(&kD3v<(>
z`aCxh`Q7Rm76Ea9Y%}3y-R1W}mFZ@OWMAXpu);w6?~0I^+92eKSjnazVU)Kpdns)G
zgs)PY$jt%uq>SMc*>#c@mKKYO;i~R!y{R7GIS<7vjS_JQWtVLwXm5f!H^(ehqZMB?
zeVt`HWp%g7Y<5Fyde6>YUT*8(iRr>w;~|0rw>q-iw*aXXF2)j8-cO89aCqW|(kS_4
zpZC;^hy*1E08Y4yHGZWFLfG;8SBZ2Q$4zxfzMm5Yx{ui&p7Cw}%5>0?^h2frN)ggo
z#N!i$O)#3^-M>Nob<jP<e=RYyK~Z!1faH-^zZAW^#RS#kF&uOwO}HwKIOHq3Sl_!P
ztc^VV6lyc`<IN=FNA4B5>D?5r;@LPK_Kr;x)3_9n=~_tmSX9W&Soc{@%JLT}Gk3<}
zBIBnPld_r<Wy|s@uPKxKJ8wo0jbWmRn5Q!x&ioiA2pM?kheMiY@?0S(rTHH&(_*Nw
zoU)2?RXV=hv<<tP1;MM}^1049bSlGIcQ5*Uy`<(Mv7id6p;y^7BV1Um?U7eegX4Q5
zYw>%fM_kbxWJA=SOz1E3okYz|Sz>=n{@OiM38j9!w#8gt{};k6AyJD7`qb5qNUB;a
zyNqY;dZuacij9P&Q?D<4mD{_ELmodm(%$b!e2k4RcR1YSX#M8%bSnGQUW(SWR}S?n
zzc<Y2n)%9Kyu^=vlz-^+$eC8-!3iAU-h8_1x9bQ}e9<t9*Gb1i);@Tj9GR@}e5S>d
z!qxQ61uUyW(ioukSkC_5kXJ6KUa_l&`4$cd$RY#@lSM~)t<pQpa2ixPx$jH*W=4tA
zjxkUyH>X`zjD_|7A^VV+IpVX6NT$TU{BU5$3$Qv0*gi=B7!E}+W*7}azJt+9SH9Ru
zUynVCboEi^NrstD6$rRw&wa>g`_5kZbh8}8LKeqHKpHjiJ6Wv3qbN+Zk~>)-sPd@k
z6JCo`{LnCOY!>cf+nbg{SDlFiEEUH;4*(^8oP9-DKx-rF1ZI^Ry-r=WDP<_*7{w|u
zOO!Z~Y|2{n**OB+ROi|HnQ5tqV_LFla;YW>t6bUsVqx{D-CI<_nDzM>V9v_MI}=gi
z(+Rd-BuEMPB)ZUq1p#WWuS(J5Xy(Ae@F3!}C)Aa%N0)*5hmDVp=0p0&Kr|id{_}|y
z^gVeB<N+siEV7C~9DqGRAos)%4FlBPOc{7-pG5C%wS7P8>7{H}iNEF-Q#Wi%%Rs!g
zIO)NrHMgI=)-;D_reGThN+eTR)bgJbTK%R|I5C0fvrlVQ$kg#=iuJF8ddr^oAA`pv
zhyW7oQ1lW1*Yh|5&Wmol-+Pg>bq1g?tu`|gwn&63k?@}tFJmRoQeY4ZyaG3L3z25y
zyC-a(ra9Of;l((xQgo6C)2WzzOGPUO0nC6h74FU#@aps7ja;6YW@n35BwfT8dim>m
zNqICZOm11V-@s$zb>Gzoo{|-iA|>3qF$`7(cub|hbrP6=i6)FYeD8EX_2uv1T6{K<
zGwDCmCtBI;uQx3y`2ni6$%St)Z^Fm}vE(7aQU*<qSh?8&)mUMh6wSeKX(+#fLdTt+
zo=(p_|3L{jMvxLcxNmTS+}~Hxeol5+To<DblLMs)DOYVVFrn!l!aynMT<E9&hS9~a
z)D1HK#cg{U8~JYqmA^ih+#|q!Q>;SyjP>{b|0A&a+dqrWoJtZ$Kjj6SatjI1Oa~*~
z0e!pWU0H=Yn(Z7LEIgxksBtAp2>#)e5!{(z<wr%S1Ozr_{EHu+y-%r&r0r>EQE`Dc
zyn6%v)n9k~v)Ey4i*3}Iqv8b6;L}fzPPp#>oty~KLjH@ACb-s^tZ(5tagu}>ENm@W
ze&O?C{pG&{lasBjOYur+AVh@7PNb1ynecLqgGG(0O|1tO>i4Nd;Z}vOul(!Vg*ks@
z%@h%A!uKxpQ3vp6>Evhrj8EB^86EZADzJ6&`sZ#*NAH)tn*c&f!t%!U)vCe8PY)Da
zzdniO#(Jgt?BCxqr+SR7e|Trwo804>)mObGzk>y<TpfJMkL65)eE-B|uF+P61|<@S
z?4lj-W*TL#^6!$oETt1xM}w8^>bzf>AkUM}@NpMFnVlGz3I{-QO}T70h*F^vqI*AW
z!2^U5oxcotC+$@;n?J9g@O1tF|50NVh>_$CJ#RVldAc={CQX*rTV@YdW}7ZS3@70d
zCG?<W9+lV!*VRiHbl(6RacGMoLLh|}FlY=kec+(4#dxoSm6d9h;rpQ3`|by}W)E2>
z@>R=<@lPEEo;pQftz`2k>(+OhoZAi<YE{T@sGSu$4fq|SCryGVbzCh)xGpKnphVD%
zgih*j*fspk)WX8%&)JdcO;QL10DtQ3?#8z7`X!IBHz=9O?ztup0=7@~dp!M6MzXm}
zRSU|IS0GfhpAc+9wF`WeA!q)E6Htb((T{zX&9V{*vH+sv!>?}Mfq;rQCp{1#J?}sT
z&C(z}(tC-|ZRVfhcpQRD9JRZi6<T}Ry|98K8DDMQIJm>CJ=4mTe1xrAyK>DVB=834
zf#B7};SnSR1__n}oZ;gw(nnrIpt;%~pgbI@y?;ZF_iqW?@I8ELK@A`q?*;nZObid_
zQVY2O)nSqI?E*+-5;U%1lnb~Ob^RU(+=5J>NoQmjuos0A+>+Nj@4r!*_1{Q({jd7i
zy#%oXh=fjxN?Cs$0IG`NswX?h7o|_hNE^=GEqlM2niV|t-AfIeH}y@vv94l72-XAt
z9I0CUoRiie3ELqF?;|cDO|p}!pBFOUA;EeS`B!3rFj>h$kT`k@LJ0iVAyEzYb}Vdi
ziMv|_!HFTS8vR9!2dR3rB`F9KtbtfUsY@5e=plf0^HbH{E{t2<Y2}dr7?Cqm_uT2T
z+~P$PX%zd-ol^+Oil+`lg_2m7ZvgWk7=B&ZMQJ`)m{0dA8)Hz$+qkGssj8@0o7}#o
znO6n)`5l`EIRGQ1J+g{r=l|wMW2ora=A07wV&b~8i<Bbcu4XdZ($-r!&8TE51~LBf
z@{ZFify5rSCU_~`D={6oYH?;$jZSj|EBTz?P!NLt5G9*j_W9tBhoK_fi9=F2x1v-k
zblX`ZprGyXG3Eeg65n{~bkRh%s=f*DARA7QZ{4PC{mBqsvEVUgFL28|&<O!`e8sX(
ztDn=#ly9<+G=mJd$3sc?tm~P(7S$*<Cv%<h(W&K<ek4AkoZ{ORXt$<{I(v?028CGy
zySQu>ZG9E&BUCx7vtBTC3fN2hetew6AGhnV0FsF^tooXi*~7OM1n;a5eQP)A_4Blm
zy1SMmO3t`Mk4%Z5B~;iM=B<kJB}-V<YxU?*$7Ex=oigmi1<giT@9WQ0kI<N|SJAz=
z<Hy^}JxTsn+tw{GwiS^)NBQ}6y1Cz>O*#W7$>)JRitY3lq}sh?c_YU_iFWJh*>%$K
z%LqfB%InvQ86LRooEC1|K{)cCdNoLgA>pln=n}pC7GA5FKe!A=32$El3eKsmfhppO
zQ@-I?=BZym)M_ln&M9k?E}Ulnc$XrpO5<rTo;Z(}-tSxbbe{0XfLd^3Sq%6u1qWzv
zvGhacf45qIh|&aJv#~o!^MJKHvEhjkT$*I3{acKjLpm$TOg=i4u_}Mem`4hNcOp3e
zMlOQJZlI^v259?q8(9u?sE&5#v><t009nv$NYed8r)Bo|V>sad5Qi^}XK5jcCy`H1
ztwN)vMjWTQ*_QVsrWs4YNIq2z*U;;v$=G*4g}lWgf05ZN0Q`J=q5IrocCq)}(cCeO
z?#N)=b`+ERYpBwz`vN_gJ5!(?_1!t8mZki(!!a(LT!rJt)F%$doBbf}U?4A@8phcp
ziqvQP)JuwdB-y`v1Mp5&w6scA`%)C+!KqE`w%i7sf~~2lDOp<ILLfcF3S?DL8_<cK
z#RBGFZKM%%6nRxp2`PeG&^4TTnZ58z=IJ8`I9xTCn6{2ZBX#B8{y@V|9wjqF-*?mo
zRdzkM)LW0CGOuujZ3nA4VYEIx(JqMt=f#3H?=iXF?T2#<?S>sLrH*Yg4xk1nZF<;E
zO!UMTs@w^r`Bc{7dB`?){-a6w4r3b{0TlKMl4>^IflOsjKA0##fq^<#I%uauP(y<P
z`Bv4>1A+1w)TVB<4ux7x<uS-x80IQOfyN~a`S6@uA7?C6TI;GQ6R-jQtuE_<W2gSE
zOl+=7l4e5o4VmFjoxa7dF&{I%1SKFj8zj`3^1D8(_9#k^L+0gZnlbg!9}B-Ye^QLW
zUhd+(NC8$G$EiO)K+v3mMT5}*@DtWK4gF5d<ijmN_aZ`%*h1iY^1N6@4TJ5Ab!;Vo
z%tqN2`xNq%OSPljxKzAi!2;V>OW}pnRM}mN-*%jQw!g}aU*q&s=yWzu7t6Rf>`iyR
z5<(?zV06B4NAkzdk7VR7JKZ*yHiTkFQ(Rk}ffCt%JU1pnqs%ps^6o%(DFKh#Is92w
z8foTDp|rC*U`rI0m9fx&!tXBx{vXgJM<5lC$9DsoKcGVCj-%zf3ZQ`E>GHWuvjUgt
zo+h;;lz0$`^m(7_GFYsFWMuP^#X0En<*R)X1eG%G_^jRQ&iOvQbcJ_o5awRM7qo~@
zohU4Cp^@ftG{meK)i9bWZz?18j$}GMK(}I1{P7x-dZZy=CC?)b5;F?PTkA?t*bKJ9
ze`4iul)xY+_Lgtvb|9a1Hsvb#<jgfZ5<o+0YTFCP!lZS(U0f*-*OWpH?@*^Z+n7!u
zKA*sTi5xpv=nBeP*IR}V-Y4r&!or>b3^9?#;WeA^_Y;OKrqYqwU+|({E?zX62o_72
zc0+;F*Wv{+@rCha-Yem<=ihv(ExH3GWs)&5s?$dPh^md<3i&eA%}wznZiV}mG4H}n
zLC$kqnjNm)P?QpC(DGv0n~AW?7Khth{S8*ZS|qE+b0QU9Cj2tyYJbw6RtPs2`+fi_
z6yLpkEBvqn3rJAN@P!kn>|Pm0#5pdE{CTI@X0(ZwN-bhZb8}jP(1ii{$8iHsX#ENI
zj>+wdBTFln#S5JE-P@eMNnM%=zh>=01~-6wDKKd2J`@ZTarL=4$o49J?L5_N__&tq
zYq31LM5(4Vn1*w~XyYvZ;Rm)D*(b(}_Ga6cyOzAQh;URg&2RChBNzJmLG<84`;d(o
zI_Lep$U8WX)s|C+eKK0cit{z9UGe##pHkBWEmH)SP#9N4(B8$h+JNkL9+m3t%h!$m
zPh10m$@hA2w^R*Cf2fZ^*8gp?U9_|-!^5RG<_}%lXi>@Jo%OF6(5N~yxn9)A@eXU%
zHX`WPTtdgFDsC^^mFHZbi8x`Ct$j<HSePE^-mNq?<Id{Ob$p$SPEIUN)JMA^T9(`Q
zUXyHnU@sl_!&D^Ay`-&BP#~6*A=9UQ&KuRg0zJd}`}-S&LaYpw?*P*Z9IIxt_X7no
z1P44K_GX*`Cv7a!&AZs?iLN4CdhqAa?&`Z0+EQi}g*e%Q5`-K}+Hq%_O+d%a6DU|D
z@l?K%lCWXR%+A5@AF&mmLziFhAU0P&9>;631PX$8`Rd4TL^l1-K1ojmImb1gRn5w(
z065v2@$vjykuG3L#~|<w#WHkAtOMg}78LKcC7ZFv!hp^BVW2y6f#6uDMzYH40y>Gl
zIZ?L@6OS`5heVnndwXk#<=d%b({v_za3X(&+k?GZ*H;%OHPA*jGoe(R<t%htulhrC
z6;PBT(Zn3}75wnoRnDvOBxBBZlPDI)PX=XaC{eGOPXtxdI6HLBdHIa$JW~W@_USMY
z5$Zr%81db@%+s(^O<jFQvGNBWrC!<e?<erG=EHGY!}N2v;yJ-aNA{&k&uk}k@O9nt
z%{MtL@zlaNu*W})1t=&&0Hj*oOEEfb1)+$&n+Bz}_`XZdZF8N<LX>~(y)|{sj&O*`
zyb<%(@L&dsZ`Pn_yj-*WMvMn6Rq|prC1a@s5MnOoZFZ734-N6E^hISKH1*D^FeNaA
z{G<YJw$x%si<7H_RaW195T)INe>wcYBH)@x+H9|{g}Czs4P}67?s225&F{6|T9?d<
z3;HSUbiS%m4cGWi_6BAFqWiCJy%r0^-CHrgTxt_)IvHE<c_<*CNGiwBGdX-PFA&?P
z4AwL!jRtl4VUUAY9876fz1?BSpz*~0S^7dmN85xzcHIYizl0fO2}KFAama@VQqj6U
zU^s=C)SRmYi4FQQ>7pV8Wz+cY)&|$IPI<M3I<FqfRUyjLnYyWF+c`whGR!J&*J(#2
z)}|)ONDD!KzBX_eu3;TP)Gd*S!t}484&<h$3SHKQHY~1GXBtU#*Cw5YCLS+8IZ>V}
zwAOo`JKI1Y-@HgUcbuxhp;w+OcZgUk>n3F!R?A1<&(pJPSuK0(nG(*RO9H)X>%TEg
zi<{b2a}g0qg4U`+ltngbr?$f05@iaqGa*knS5PkhmX)ByhsC|&oM4oTt(d9nI$gZ)
z8*lGaZr*)k_MgJBc<I9@tJ%+!3vzW6F3ez69La?0+Pn(QhGTRn%KrqK^1SW8$~R$F
z^J<{E;{ZOT&o=L~<^ocAijtyZ^f1>V=|y!WRJVV=+`~6?nCUd4z05`OqVmC(Ioq5~
zuhfUIe_{}e|8r!Qui5r+Bf-A*Y1&)MM0VLgU#{Ckzf*CzeB*m})S0qX^r<t#8Or`j
zrT)*uw>KU$JAFw-u36?5Eq=)rGh5dQsanQ~q{R|zc?3rz20?4Ffs1llsdRx<IZF0_
zsY`{!tU$km_(GtO@m;e_>|fZ*qbYQ`C;ts><yLr)BZ&3>16l!n2qLtbp<oc4`vpMC
zoC`Yp3xTQ*^w3b^l9Q8*f&8oy=)aH&I+Ji*=dWen7u<)m%4x5D%LbvZSO0xs)?-1x
z9Yka#9@NOp8nhM!jcY%$Lj71qhVvv{LEK3M6AP8eg~kQl+QGn}Z|mn43ZN~Pb`SdS
zzf)ZiJfw3QSoF?XntRBqsu-w-<Z~TlU+IYDMTK8zYHETKC|D-Q%Vpz#zzVVie{;$8
z3mW_{W^=W)_$Ra*zUWPLrR2s^f&H|JrGb#c3fPq*j{Mlzw178!KL=epEUm=eu6Rji
z#i_ZFX7n*q5ag@%C#B8O&+ru*UJ*Vxs;utUzr!}Usr<5IxH9GKAWY!>T?Pp<Eo}BT
zTh0FcX%>V1nLMIygWDI=C%Bl~yP0dA^lRfj?Q5QGM$l9OzIp!o+FxWt*&N-7uYmuT
zkAQho=pXK+cs}$cFk{$%`vb1ot?N<5nusH$--E`50I?bcO?OVBJ1HnB$A15Q3q3y2
z=<Kv!BKIoxIt$MUqW@%GQPGF;014ZC^!6cXgs!3CBnSekKz~7~_nt^O(Yom0N#JF@
zs3|=?^#ns~fKI7p4nip5U-Ff+1dE^#V`A#+P$a`BuICUk2pU>3$+t1xgr$8BhC#Dw
zi^BbNhv=Wb{StB4_p$v~b6Z;_Ku-V@J@B>7rTu44F5zEZXvJVeMn$>mQxUFf{c8zo
zJc&Rt0BWGv(fzm`7Zpb9E<D)yY^nW}Od>~pQ;>w<Xs7FCf7rcohoLU7DRntEHE#nL
z`-xs_u1letZ<HwY6&rX@_B&=)G(q>PXF~>?M+%(f{L=Y!8Q9DO8OW<I`sGm{+H_gO
zV#@r+AAdo;Ax$B*v^e#H_l~uX-GG=NZ^G8g_jZF}d1FRHq13J3m0dzLNl(#<u?I?b
z!@38UrDCBX_Ilg(I~cEBq*hZIGJE@K%SZ3$sA<RZmT0#SzTy$PU6S}P#!9ERM4{k^
zxx{XuJbzy7R)gnE3afx~>8akOgf3xIZg-TC^NaOgbBC&Ov}&trO-C!d&fR9AV*JLJ
zRN)q^Q##4qKSyKMUNp#u<i<y6PPlK0l7E4dyYtU3wuAR2z<xT#aAI>)=Z~#Ll~#~3
z-%40ex$?BC?4zWq7u?#XaL%$XPWxPUZMN)8j$cvdhN|~IWLhPIcdWc%<a}&MIZT`=
zVlT_{GqN0E6Rg0IjCPV~uFR{g!vF2^$9U2+=NH&VbB80}y_|RuZE&02pXrt&f-Q^Q
zV4XiNk`OAhJWGaN-3+NisgBj9^>0~IHtk(&-^T6=JWtz7%xY>9>2mEScS*!Z5Y)V-
z`$G?(t~UK)7pw~r{D0JT<>64aZGV)dNS+dsP*1kV7P1rxr7@9x8+(b6u@5sulv1Kb
zLm|eVZR}(iL-8oW82hd)gRx{8qVQg$=lTBlj`#iJJC67B&m6~n+;iX8oY(2Pe!ufN
z&+~^Xonb<ghgqibWz-!>(wtKMjnXp*+_rGrPeX&6rfmG_mGfSgJW1fpb=ZK~NS>>r
zW)!D8Lyaxjaz=U;3R?>2-kWf6psG1G0-cfCmbrW*yNt?&dO5e#M&Hw9JnFRwr{OV{
zAL7`9g2fdFJRwJV3W(CxBYe@1u*SzTf5=xiIUCPD&v&*`LhQgwqYOp8KEtgqogbj9
z%GYi!Y+6=17(a^_ZM9yjZ62~17$MIL0GD#r%{}ndT(m<kA!R5Bv}GR@c5(brrk9wC
z=;;mV$gRBN7$X01MG5*An+fZ<o9Y`qIl#Ha?POUVyymb{a+wB}0smBcL7}DTtzYs=
zU-=<y;@Nt;hCc(!_KQKD2^)%<OS*n_M#Jfu7M8s>v%>-TOfN6{I(?!yt)4!sl1A}R
zCDx8(;^i)~W#&c&{E2M#_3|QQ-L|}NM4?9d{7F?{0gazaIUBRR8L*htbF(vraBT3R
z>cY?#H*x&e3dLw-4s-511_)zSj-pK4JLw;8+HfBZOURB2kCh?HLbn#%nXVr&J^Sw0
zd7|TslZoY3OS0}+6CoQ}0bW^gOm;&!sVfG#=Ywg5>=|X|^y-BR1xSNK`S*i0($&66
z1XzynpU&5LXZ*8%qBGCpy3|pLrN(6yr>{P3-X`PAPp)%=@sXsZp*M+Dc|AQ8DlsPj
zim_8cnZh=9+kXZ7(~$&wO#F_?ZjbS+-S8M8Tgo;G?jOCJk}}xSe!QN{r!agRJ3h3`
zTe?^nYR7kj-e6pREYJPk3^M<N-Is%=?hBg|2gUfD2YL?sDxB8UYOSlppUSE6_)ypW
z(&iJqOqyjo`}nQ=D6lq#U06W5Rp#AlXb-K`t<fWq(X$~jh{dkhMFetw!&K>EfaKbK
zs5Rwrh>hLh?W`u92G8w}F?f6iNAeY)1ed%dSA!B(#2nQr3v{6Iu5|RRlw5Ny?0;bQ
zCF*`}QODzqhzCj46Vmfxx%2UIJ__tCN8Ro}vv?|Bngnd%*UF_eGUpyh+QFtoeZSJB
z(|~=pq=&K)UpkKSWW!{>5KF3L{;uoS>$9{Wv|_;9s8G=~s;53egg5)+`Fzvu=@Y9j
z&HgmBEiTi@H5+8=Qpq(V6tz`M3E22PRf6%pHuyv6EknB}Oy6NdmrLf7ciH+<@H@hF
z)_L}M{(+>Nk)M^yDz^mHjTd=#ONZyG3*oZU%x+478hPvodIj}oPUZ5v^%s$t_8azv
zh2K)v{(<|%m^+6uw?v74`t6XM2!$N3A(DEbuCRL7lqlZ9a4LL(b4s?K`ZA~6{4_mM
z^6G%(y{VH3F9FjxNb~z7viF-!V44Op0+{B#Q-t&`&A<&T3wOl%eNvQzrc|!wk1%q6
z!yL=&1X-#s=PMw78OLGPD6;ex=gSF`sXknROZA$Prg|jwI%es~U8z1N2XjlKyH_3k
zM>~u8e4Px}`c{n&QUoeB*3RTQW4M)60>JYi*XJ^64Kb;-)Wx_=B%PG7Z5>0p!S$m$
zsKfX3rk)>VP@qxE`X%omd!n}>lewy#d$|y4Y<%6x;85faN<*^7K3;(C=m&Fi<_>Uq
zc#Y0>lI5`a&N*!6f#$<t&t|p%IoM}<j<@E*{SwP=<+|nP_~%?}6t61XXrW>d8%~A=
ztifW1T}$e!C!S}!Z$C)%ehYsc(Z!aO92b!MGDi4&);E;wbYs{|J~gBCr>L^;2ZiyX
zav4973az*{8rSWc?}quiw>yl<A6oB;T?JsueyGAdAwD6Y26IkgZwoh<`!se!E?MpR
zF`Mq)knu4sLWU2onliU>Bfriu%F|cqf@TG!5y)g9%nI%};$4T5$=1BLN%u&n)DSDV
z&~mwa#NLc>$`RcrWKm1R!dz4G@jtfd!8$GqV%}eSHRQpLIo(SjTZQ5lg%a3jpX|eO
zs6R!i&2f9}utLJpynuW)6a%2alzS=8^4wf^u1V=R7;?nl0^YX>D{}MqH=7MnBK2=7
zytTFMnHxyWt*myOO)T>XP%qdW(8#i|s30VoFOWH@ESIA3KU-R@wwG%~1bat^z)bCi
zf4=H0^J-u8@Qv#a-V7odvANH}t%Xf|<ymZo>YA}7cW9$zW&7A;9o^=^OE-Wa9cGHC
zXYvMu^;*;Tr{*s_k*Ui2kXy^^?%6xzVV65)OlhSFS*T?Faw?tmd=RMwj^69*j|0pE
z)MpBTpsX1~+$TFbTk*n$-p<!kZ<*trXH(FNvw@dz_DaxW$wnw@__`g+ye9eb{ngV8
zmxHY_iktl(dq_0xPAgdN1D&bD^fu{nSNAUi1xFwFz^a}G{*@QHAC6u)(kw945^l|Y
zyO%i1nZg~BR+JJ8b{KPGfFIJ{*tE%x#39xn>B(5@@!BkUKf<;sLmwKEL4Yi+9KGSm
z5^;qHs+L=*t6M-N<Kl^>eEaRZ0MMQu=#o4aVT!aKU#Qx>4VqOJ?OwsG{g{Y_VcKm7
z*~aPPcFwi<x+R{sK|Y}y7PC&f?KDwnyfgjweOzi`L4m82Q+i)3WQ&nv+cpVAw`laE
zuMBcTp~%rqZ74-wxq=eUp((4BYgBBHUh@69>8bwXuZk2=Mz%X}Mx<h)Q8DeayV~mH
zwR3xb53)80oS%^=27%l=ZM63ZIrJM0Lh4Wbe_n|0v}2UJKp=!Epprrc?Sko`)dUT6
z51yy{K<sUSPcqQ)%sWyVk?Q&rX}3hv83E^e6q+a`B+3QweUAW!&?nxeIvo*0gYWgK
z_Hfizifm?RDgZ<*Wr24EZHMc`I9TuNHZ(Ts6eU2`-U7)Tz(4jw6(RkX07~|J|CKdl
zHEC>~ZVVZ_2Xto{DsF>=iFi9=9z%PXR1zYvXTGgZV>|200H0QX86dcU+qQtTPKaQf
z4uj)_r74|1&ls95`22?6=IqE|bCI!K_5YLf-ysqIiFe?%P(|0SU9<i%Z$==~deW1w
zGYSPD5J@3Rpz>zD?edlBCkJ)yQ)5KSy5GwgvEOqWHk~dG)Q54#gz+HthRX1?tG{Ut
zIsM&Yr7~~w&r@SVSvdE<p9Q%UC&pf?$GneSL`~i7R;&pfS{`67p7gHTlSn&Tbed9&
zdx8MC*l%i7LPF4L44`A(x!#HDlT{VUTRIdUwCV7)$7T>nq3c&<x3-em?n+sDJTIJ8
zfxNAA20gNqVrGa!=rc7AF1ZL7NXEZUIK!!4b(WiDK<9?9V2lyF<nUi_OwRpbnAy<w
z7NGhk)ddbRy#WrCxzwf(Re2kN58^gAJF`~e=N`^H%a0;DXP0^MNQS;8o-B)_zLhH=
z@&oY@d$e|$_R<$qu6y~-;ebn{A0p12cyqsQ&V?%UhWsf)M}k;B3s{Vfrl-6Soc*q#
zBpc7yS1SNf?o66ELXADeCbwA2U&OrL{Fqx?-QJR8O7Jl#;T@Y)Yj&ff-?m46rC`x#
zlDtHOzO|^Na7l5?ZU@Rt9}RZFdWnpE<8SsizqY)BazirfxCoB<?!HQeoh|5o1~uD>
zGdEQGrsQHb)mobZLjGZCYro1}+#92e<2BJKn_Qw7+qjd_I<c2Xx*Y{7HB$XeM^i(w
z32)TPqmHs<-6IQ%9~5!E`9(q;i(!7&j?-obaLOrdq5_U6RdW<S&R9&}-ZW>>3a<-%
z?n19r;&`50(8iLFpC5Uz%&sSl6gzl_$A3pn%^ky1{f66Ymui1qxQM;qC11ANL)Gd<
zQfJh9<;d%ieal~*=%M6N@p)S=$E=kKUskM5fe6POql_|4|C8t29|p}<;VWKC-6AKo
zwswS|*1hbZn{#j0kFp>%GPf@l742L?Wy4^rMm-m1-hW$;VeP6FY-@})6F=CJ&NhG0
zhtJfEP4OavP0L%*7hN0<6_gU^pBA{P#gfH^#qcbfZnhQm`D`b0Yv%}TTywl4JG7Y}
z2vPzJdDWfR#(dT6RNrMkYI&r@R8wuJJO7SI$EoM*s9u~o?^*dv?lD(O2-U{$^DUtc
z1+aq@m&P%frD9#mbulTS=|T6(%@=~Mk-WCi!l*(39Ip~rCTJDA-)Fb%iRC!a(7wqc
z!2NV_4pwDq<jydown2E@NCZCui@R-nI(F%y*g`SjKnj0IW`dClEl1zUQNCkvD0OjE
zz)>H?nTN~f8r1cZ>3%%wxWvJetYN7aU2(kJBH-*ptQtVx=IqO^ZXc9p*}(rSTrRg+
z=tZV4YH}>7L1o^Wff1xG*I9{oz$lLDL9>bNuRBud<I*E`>B95Al!a^SwA=fNe=uz*
z=W&K(#v4s%g=_bnE_<$qzi}}%#bCP8i#A0pS)4TGfOnp3_Wh8{XWLF@!P=D5jwlAk
zvx_mXZE^M0(2^8emY@(XJlb6gsd)2P?Pk6)W<1`0t|}p=2cKsjLmM6I+bQT^j<YUM
z7avi|nw!nyJXC>@lS0S}5arEWDH?j?ya%vVMvt*ARVywlw+s&Dc#a9ER(tTut?<p?
zVwE{~pvsmth66^wk{B(k>J}9!Sm+APiivRf28g*snPmq)d_Eslw^>DYNfcq1nZw$r
z#`{^`+}WWLytU&M10}cnZcTqd{$)L1%kKKzM@na-DnnEFfC0^+>|5xg@|Zpzp2Cy5
z<YDjFLltF)PTVo7A9Byo4u6+g&>e|k^sn{Mz}K*cb0=alL2?|4Su(Q%nW)%s$}L&q
zeR7X*2aJFqkdT~fuY)eSeL2hfq?`F-P)|sq;DFBE94(bBK6v|4KNayv%c@0Amt_+F
zBR4qz9d7oAEr>05{0*Tp_$d&I$P2k&s`olPvyF$>ZZS~#ia+f-#uvOAb18sF#~+!S
zla~E<;h4BkXEj?&rve&PX<cCQQKvx{QJc<z5o>PFY9)1kR1)M8(g^X6h#weBFN=rm
zZVoz#XMT=cICw&ih2I@ruiVv;eB8&jRyn<_B>~MoedicE^Sq!k6N{5C=3C3{Ve42O
zB{=<;3cd_UYg7n$))<*Ac&ry`g9A%f{8RrzMz-Gt)hb(-&Nz4LK-?CZ>s-Ozh1+p+
zv>6yDH;aW#ofKe|P4;(p1$VPKlt`rSjcpN~Lf&Us;;heYpe+m(?kNQ$P3}JW1lK?G
z)WN6orDFbpoR!jKC2hBhGQdO1SM+-9-vyiHykxcIDHS(8D@DGa2;w*|M1U!hjO8{B
za(TXe2AY=aV)XXG#NOV~+^09w#q;5k@sS55Hx1g5t$n14^`qTWKl{C;D|Elq-tIf=
z6>v!<<o#M}!lKz$+oH6WoY@x9B9FjkCUa`+#o68qSy8yWEeiFHR*Z7Ndb7twK<xwl
zS8?35WbUMT)?tB$OkU|`Pl49+SE^=3#s|F{I-lcyS(WdeF}CdViKCkmjy3k!rQmRW
zBI7Eaniw!pNRkOGYF}Rr8=y908kKO&t4%s$?d7h!z~Pv@#i^9F=XnG^$*dW5^iWj>
zU^8-Si=*#Oa=P|=H!QUHEHHJ@3pV<%_;WrC{OeCBcwCr%ewI$dWNbQKkjt}n!cJe0
zvdQJ&)aOhu0dz)F^8vx>QO}JB+Pa#zP?V0gR+?sbHU3w2&s3pDPqW9;VJU3U(m@hl
zwdAZHbyR|g<zn8a7sxr+FRC!r&+9;V9B6L|-4}?@G0rTZ-(s^8-50aS8bm$9SX3NV
z@4lAk*Ql#m?zvc(v$R#6c*W3jyYt;nSeepL!>pbrx4J{0%<C@is&f$&1bT8|K+iK(
z`Qu<yHH}dW1QU=_9NYTP#3$fnfr!kd!83`2`#G(7?ojpX#|G~_0!+jOQ@>l84c=6b
z18;ioP1VO_a`34W1Z;K;ch5kpf^QCm*jaWsb7vpcq;nYPZa=8D+#c%4TSrtB4oLQa
zVB1rbj5J_|760YvScD>4UYu2%Z6lJpdirW?e~k@b<7V5X1Xj&omio(yGe>HkI2tIV
z>Ga4v)>3mq-gt5B@-+V!i#hIcbCa|e8k7Ib;EO~-_4gsx@=(;>D=-<7Ox4Zq4H6Zl
z=xE6j_w4-0$h1>W6H9ADG}y26YiexZX31m_bog<yWP?E_@eHrA^Aqd(vT9_zA9ueW
zhmnnsrF=O%9f;S$a^%PK2D;^DYnh9;Oz0&(W0`yQ$UNkPurec&EAndG36`G~8yZlx
zLS3YWDfZltnKi+!1o2U9Ih;$Qn1q&^Hv#k`ermK!J*6ZMUSDlXqv+P*{gY!+jNh)j
z$XT@hgnsWZO~wxqYl&~@6oHb>^;x>E>>*8)e@h<jgifW~Z7#Q|1&xM;_0PKNjgC&4
z5&B81C@99+O5n08nF=ECit_TEG-rUHsr&2itbjJDbksq;oGwh}#id_qB0z`SdbV>u
z79>KrySYtF??*WY1zCa0mGAdzc?m+%U>~qoDEvd}Fzqvp2nA#ea0&&W)7uGvW>Er@
zpPBOFa;G^daN?`7-*oZPUInkFMevlAeJ2Cn1C79%J{S{W8t4M{`1jdTX|JW{f7hHf
zl-(P;U`s@qfkGl@7pBN|fWS32C%Hp_wmDz{tN!!x$UR(Je~MpFuxEW?hz<lg%^0%L
z?+}q`pw1>82zAmJQt8)pw>cM}dp94q&dA6(AuQbY<40go!oEX?VuToDhCm|rFgrNa
z_y^$rS1(*6-Y*HI(!l|OKitY{mVPv>?)O26gZd?ImIx;XiG%Hp!@-pqsFU1`7a{I!
z38RRN3Vew6T>HgP2`CVS&lM_S)>P=;vk-7ARg_`-cZLT*!rGn*{-$sB2MX|bYogt6
z1~<d?+nf*xYt&v!A;jT#<o@pqkzbmHLx%xLfrK$#`@f%K{3i<XZ_Yw8h<1#Dg0scC
zRceRD_7dE)x`~ed&%;yteVWqGT<dnU+v%UC9R0ruX#F3{bDo-g0LFtq@`e9RPowMS
z=JI-IAlw4k4F;O$TkXiYF5u<hS2o4`Z3i-a@5^CK-JZz(gx_uuR{8R8+y0Na7`KI;
q)@HnleDI(5jQ`VN>>qEL*kvk|zPc|{NjsnMROnR$9lVx9_`d*8-2U|d

literal 0
HcmV?d00001

diff --git a/docs/_images/edit_cell.png b/docs/_images/edit_cell.png
new file mode 100644
index 0000000000000000000000000000000000000000..073b504e7d66ce079d8e9cd718f76b1b6e16d240
GIT binary patch
literal 25836
zcmcG$2UJth_bwPjL{Y?sDAH6=5CIz~9V<-)L3*>&n?PtGfTE%zf(W8?={?eGf*l1R
z^Z=nq4G=;PB_S~T`uqRadhgAwHM8E#xO55O-gECcXP0k(-#)z1yP?j_#m|L8p|~|Q
zuIQss>>?=Crj)H);1lV<3LX^dezE42i?@8@X?>XZSM-gIIZBbZ?Te@<SNFV#FT%d$
z={^#jRR2*g`{evX4bC_9*^F!5F9lu-=zB)!SC^)x4xdoaaOBCFJse`0l>R+-K)Cp<
zVqIT%--l({YG#FZoVnLnEY+`(8QYCdTp;w%NPe{`?%oVfM;(6m;Y0SXKYy<0Qju@<
zw4w^DkS|c_oNUMiL8srWO3gaXOE<>i^#%eKp02MbTiQ0o%iT0CG$^o;m$hqFOHlOg
zWGxTiGIZk1Ecd`oyS$E^IdjH;=OtCIsrQNRFPOU4mYUcS6J;%p3ym_aALJIepr@<K
zDsgDfx`UR78`QdH530QuQqD2TH=9_Q8;(pPGgY(9U2Cnm`K>bCM<ox)6kWK$B1+J@
zS-C3yGidzsl9Q%>M~-1Bmg$w?-S4~Km=nf%!kNT&zdh@wS&dI&eUwygW|Dc%dm&a{
zR(_Y(E9-*HI_~!FDW^W{a-ZKsdQ6`5Hn?Z&b}P0Kl69b=r)No1qH?Z8+kpQ0uj(K3
zUId!&6|U5NP#@LuGwjg8y_?|TUv(!<w(mdL++A#o#%yq+vEczln!Q{Ps|o6Xef=93
z6O=JVxY~8U+ZcAZT70l()2|ro013^i(br5JlK#+zp5~Se_=%c5MV5OeQ5hqu$;~ep
z&8qg__YTkPLEeYlMT5I0+LoyPSB$dM*2GhOaV;JECg42jKq{~_t8n{BSQ*-$o|(zC
z$haUmj=rhohuOzVGp+el%k^w&K8&i(CZ1ih<)bmq$}+NKFvdx8QsQBXjEtma{jXmU
z_iG9DX_{|K?*ER|_rONi6ol&YlT)+oh(k|VhNntmTrI4*)HE-lww)%ShJ3NngWp0F
zYddoEKHj&q9&OJy(7JJ>lZvY?Ft)}TMlQp{4gSZ6OGS9G1r3RZquhVK^wWwTZ=l&$
zKDdAX0uHBN=42{mRbzr>E|pd&oHfcb`B*(eFz*&3U6shE-Mm#|JNI?{#DSiM^MSNY
zs2^_zP(=a9*+dT%*xT@k#K}3kTUkHoE_yK8mKpvd`a|j6A6(oAPJQ;Z+!xnql=DAL
zAd&X<{VvpxXp)HMlV`(>6W^Y3w+VXp9*)cR<er;>`#W*gIC+n;3%F4I*#G6uGgyXa
zuJ)#&OCLE!zY8df=)|78sipNYGBUEg=z(@<Zqd(h)%7edT2Hp-+hdWpCjY0~3uuv1
zQTM@~^~3|%f0b{JNM13%fs!yTh`*7flK<z=pFN7V&!}eJNYF2J=(q*Gqj`e<Kh2!v
zwYor5&6nmxafyW+eA2Sz^Uk_3mMzm5s3f^kA+2Ta5}uNx9Ll$3{H587u<F2v5_dVk
ze%Hia*}Ge~=V--$Zz3NmYDWP3bE&WQ52kYls`a%9eYuL+FEfRE{1J~zzAwJFw*#9q
z5fj~38e^I3y);(X)gN<ivB<q@spwA6zFx%6QBMj*!r2N}SG|*o600j)h=R1;7XQ6R
z+fiCueg+-*DXiyRqVCp`_+vXW_qLr3O8nqjIGe=KOJ}x%qs^mQT<bwqsmhNfvuGbK
z=o`9VF4L081w>(|eKqv2FO~yg4k*1dE5hu1ZvHY)Cdy2Dy=;&YZ#`G-$ZMD#x#4{O
zZgOsXet}_5)=TQ%J?c4H(I+Mq6s1g_hFlr?^||NBa;M=_Urqbs>iv1j{-yS(->u9Y
zicFIlwu(gKe$Dj@+uz~7BT6~TZ-N<F?{_1FXm?@GoqDvfzPO&Zu+AQ&w{>1*QKXw$
z^h{O?M~yG1`tNiYSWIKh9kkXCJXzI5oKJFiMy+BH@>JKHItx`OwBNeH>#a_5=7TQs
z#M))nutGrZ1})v?5w0yaqgRp3+BS%MQVZjW`CaE2xM9WQBCF;)ThWS)zNK;*xPBq0
z{$h4NURw0kPDtOtd@JlczxXia18I1{<}cRNY00?!jb9lyh$$+2QL<d474PTd6J^Y8
zRQ~kM(!3AP>KbcerSGtPLxs_#f~4%!Kp;x5ca>YD>=KJ|A;ICT%?}@eKh^zrg*tbt
zn)fWGQHCq2hswl%+;jA@FUEBw5MAcY0vIVV=kg|`7{AblWZ}*Ptaa;*izDM!TiiQR
zs-zPCogY$F1ru)0C+<5|bdLL%K4k<Ov{RTBqXnmy3Dn^z$P=>CoRV_pu{PG$hK9LT
zxNiF|8{ZB_s@5M~IchyFC+jb=Cy$<iWjrdY$XgEUc=6NfEwgd8{$x);1q~<Ox3ba0
zS)v=yoK1}L#1F4$4Vu0Eko~8ED&@NUENzq_G{3MGKY$@m{k~x?6sY;aiYPVdsM-E2
z$I!5JQX>Y<iL*o{S8T%xMc{=0Y-3xdu8tTm>K|&y7mP)EDJh!FFvhoa7h3Yad0)L&
zRHvvBX{5@0?zPAg_g4NbJYl2Rvz{ndm1n!~w%o2XZ7h7o&9t*HkwhPVo5VpA+rJ+E
z+JoZ@lik(&P7rx#COg+<+S}sR<`Vl0<+ibVrmPdFiQWSp%8@1G8;|#>g%-KycYCeS
zaL>*!>R0<OYo=KFDcK75-%|Q|Evu)2uAElWgYG)Iv|P2{cTt*y!s7cw6i4mzKFrVF
zdhuvye5-NwT5o3;`%|WuK7D$MB&K=3R?b||g4BIG?PvImh<&k*)XE=6|Emjg+tKR5
zy`wVI?$uaUeuiUr)FF$qhrtCjYGL1iRp$`z(u2AIau==C!hdEn=C<kF8#!}@Et^l-
zH8$`kiDvhm<?qgqbE#5~j9mPZInmk4QJppDw<sh*#1@V1m5Ov<`k4LoW%aeHl7tRf
zl-fi@orKBLY7U0~%xG(gceQ9AE)YF$MVPMjxb)*?c**a3$~U<WF)eFxX1&wow@#{k
zj?AM~)K;#^5wGIqR~oAJGyN&0A;s@f0)`ErQ!?;9Ivu&jM10tdKdfubbTZ?6OO6%3
zstO-_EKcfXYOb*{ebTs_=UQ~yobhPEJ<r2+n>XhwuLXQN*sRdD=ukd6?W~V2S<c=q
zJtH#UJdWF9P4+CYZ6Tj(r+rxYeMD2gdc!-IzsISHP^TQ3md2xE7>gTKuO<i)%jhiy
zLc|6<x-D0Q(Bd8F{Mu`=)~b$BR2z<Uu49dvG|}EI<y3L##Thas2e3nhJb0@Z;xcZT
z@-^34fH<?1Q|Bef{862tv>d`q<L#Ou-lA#ETS*h0DQiuO%m8mf`1B{vOH!?Z7kzZu
z)E@GwWZtIf7$pwiI$d+J^jvCZ)EVw13Dt5OTAlURDWjQFMxJQhp83q7ebys%PD%We
zed9R4!&#Nz_~%!#w^AE@#55xt(YvY^EZDo9e09T}BuDJ8U3BEZE&UFA=POfvE!DB)
zjqO{F(Dux0uj<$yvEHQ3Is2D?3}1R@8`tAhlz%XvUzRZ<5L8i+^336tl|dRwaB=B6
z#;}b~Q(uw((%!Cih9Oi%?%(C-8y3zlAfq^H_`|0(ALpghmU~*Zy{`CT6pZL#S3;3<
zKV&FJrt_c9Pe{8OJG~Gjr;`*AF=7;$=z1TMTA6>8*73fV7^3cc`ssz|JAbcN1w6?p
zT`1S>9N$aCz8}DxYa|hhYnS`_Dctwka}(0i?k_JBQtPg2GX5Hn<mUT@-<8A+ullkA
z+z8LS9QKT^TEx{czpo1w4APHTrK!mF4t(>ir9WO!*%UN%EF86`US*eXLwoJH<F{9Q
zUmr~_amWc>=rgjyeIv0VBj1+dnsM^8DiL}cUmmJvy-%G870XV@5EE>9b5y=O&Awi_
z?K4`jU>V&Js{VTX*Bephqt|r`R#OghZ0|`@pU?#d+tfqFCZ>5SX%9!9M^34G#Lm9d
z7IDj7nC6wHQS9EPZR3|a-l)!9K(<Idjopu#VXsrzzua;_n3HZ)YTIL*JH^@Wt(y0d
zTX5OCQGPsTf8fy3Q=?9pxhLDS=GzK#RT`W#OXR<uI}FxpujOvK^y_6cjru{Qj`p{6
zp;Y!&VfZ5rGx~?+@(o9;LL51Ly+B6jVeW6Vd264aPgcXDhdlz^#W*#|-o)Zd-r8ER
zr>=XvY~H)4hSi~W8t*^zwnV<oqkp)7c?!2|7dy5iE?E?}yt+HTg1mt3*9()0N&CV0
zK8lTdHy@hj<v?oks7>p}@b=L4Ul~h{^)x)-P!YC1JEoLCvVGWO{uSTn@2ohm?3Q%e
z>|XKjPPZ%-wC_emEl!1A7|2DEhOF~Mm*+V@HPR@uL~S5olr>I}=`T(?(XpuC!98Yk
z$ihao)RBo($)xlt%?Y3hivsw+smCOJghVR(R0JnGwWAX4RNp(Drx|jiu_6vxRtZK5
zx?Y6-ho=}rbeCoIQGs@b=Q3BNj8OVV9x~7INF%YaZjTrh?`QiP>QvlJ>xNcJIsCXk
zzAgA}xP<#WGd-Az-Cx(>T1v~1_+4yCQ_t1vi6(2^ysS!J4Tw(76jQx<neNu~XzpbA
z-OisfOQyAPi<MP{xTE_B;v_Lrle@t4>H!&fKdZ=+6Q`AaeqHH5zP|j?+R=9Oi5zjc
z(v$VvUjB~EGByCq!?a?Ebv)E<0?%muhVRkT%pGw`DV<wd4#d50Ub@X`_i!LK$Fz;v
zdHy(N#g7MLo@=_a_|YEcM+mVl36YcPd{sF(r@|KGHWIi)<H}*z*Swo6ET*wxp3LV=
zQO#W8@igy158tVB<8!nRjgboDUpQUd%)<xF7P7wN6Si!$d=7vm52s_V241Of^`7I>
ztkNZUN?TxjN*zDe&YfIYXp5wA9%<zFO=2{Ex_P#a3r{dzz|+14QV+$t2C?$0MTnYl
zsfPqO57Ul~#7B<do62<j;}u#zz39>E&rI>j`&P&kd8}kXW%i)}eM)1_SEzPw$#YTY
zSKXu7RBVY!8^tH_+5Nz#<if(~VeU;mGLGkdRwfXZT&LN6HqbPcUshq%@{QL*wPgnM
z<N={7S^hSc$C2$u2IZpSowP&a=hCNU7Z{G6x2ofRYHCTZ*_&MKv*x}h>lJ}bx_~*_
zs?x@(8F@~lk5&4Jf;qQ*6;rD&$n2wI`%A00XlgM;GBc0b#yPvvG77?CHMR8JZ^*R7
z>h9Ne$ThF#U0clkTV~vZ@m#$ls1jc%^@W7#8fL}3ySs5FkCs0<mdg2UuHUmP+_5@j
zd>In)`8P&<e>2*g@bc@n+&(tNHr9c!Z7@o`3v`?(hV|FA>|2ze->J$<8&}K~_E@DM
zx(|_Ln|nE;%&<aLNG_)Bk^9E`F)2%l+L5{Vc=qvpf`dErXiT*;Np<AQo;B5sg1{;4
zs>MA=dfT3G45!YA6zgL*JRQS(kIl}h*WS5jDUD(N9!+jCeOfmk{B9$guWHQD%Sx8B
zK%BPfTVtEMQikrZ)e04y96m&=84#{4O?Pxz-Wglb!I~>G$QYl0vA6V!5T{e6<S&*t
ziBmS6wnxX}%w-Rushp2D^%=IgC5B7vgU?jRXT1k_%%-;r3(?7vEm4izgp`fet+ZSA
zp_MH$J0jnmY>7PRv3Q&Gu}7J@4Rh$aubw5g^ilY7)^I_Yft=*w8NP&KLP3$MSG0<D
zsNwaY6V8U_Iuo6GWm!V}X<}x3YK>$(o!>7gj=Re)IZ(fzUS_t{c?jZEu`w)<nHle}
z1@GLXy5L1q&Y+<`DW^r&V{$PwF^s#kg{t2Ccg#hLdTV}iwg|bN8bGW|@nk9nPK1(X
z7VOvq$x_!bBTl7T2l_|zL_Sk4G<7U3#4qk!R!tEi&sEYy{4sp-OX5z4@*BB@gZn!_
zUJi*bKX|$ycbcfsX0RAaxku=cpd?!Bw+646U2aKqd_WX-mVK~rxV-E)9-n_PvV?wF
zECW+}ZGbl2eN1{VmA22>%QVp6>7FpNdBD*z>%BQG#8>!OMuUyE@lc4l7<X%ziS<BP
zrlX5Dli;fOpxDOqcW!6CmL?I0&+E6AFPHAKT+*CYsp%L9auuGrNy(M|j48SEwyeoZ
zOSe0xH=^ZgAE&0-9$e|fi=vsx>B+nHn9BU*W+J+uGR|5oSE-xnY&cX+&)Dpo#I!@o
zy2nb~Gu(dSqcZv0tNP^~#Cw&Djh4Kq+7jsp?|LY!6~kkg$|ZxTaMkwT#D#&?aOwF~
z0aZFWcC@HbX;SiYqt;EGsla0~qW;tLuIYB`nrX>772QuE;bjITzR%RXpPY^GCC3g8
zTe#HCJI9Uqx>Vm2Ua<&KA$==#%=My$jN(K7^eE3fjW4S-Jk8CL>gWh?%g&FzP#wWL
z(<Cq6A%YhamMqty-7vh^AI*KQ&LJW#U-+2AGNqXI(MHdEb<&QpHW=T0cHH?#9Ru^I
z@*^vzy-&p<DN_g;KiqeIF6(O5<QEC~i&J0Xu@~&})(BUG`Ns%$!Z^qBF?v>hPbtPO
zu_2iIo{OQmruH5oqpy1^ORHJR8=-q_0>zoqzjLX$1N9TE_D-JY@!_yp-^cjlh0br?
z4$wED1|?o?`53eF>3V1GE~4wHk;B|kX<{r{ul$C4j&(V~!)tuj19_EwB(<f%Bj%-&
zuL^?y2KGHQv7woCOxJ#|b0nJjYX;KaQyH{bv#>_ffWMb7w~K@?dGv8kQ$I;yU7Fa2
zKOd4>e|Et#soUUDPk(D8jqcN5wIj)CW64{yrqi#)AW?R#oTrtNqaN}?#cxz#25U{7
zPC3M>)uV7zkRkJ?-RNzI_netD)`h2AI5AJB4KKV*XO!KT`n&$2u)D<T9iFh(^J|e=
zd$HVnO4hZsy#Mo|g@7=tnFZ-@vX#y^6kl6X;R;iEykU8kIeQHAkY}5e^8-~@!@amA
zzcPp4k@=BZCa)#ob)J!P#fi&)8|W4{OtAgkkV5Gs_BbcUx}E_?{;ZH^=iGd6T$Xi_
z)U4f{?#+#QskrI+ovW<i;>D)zo?ke8dtG8PJ!4d(+G4mD1NsxR)61MaZX9*%dtIzm
z?(ALJQl}tYp}D{{7jn*oHi+GRJE4g^|2Ue?Aw+w_bixJi*X&`8bV%b^H>9G|9yOf9
zhvN8qd5kh#|Hx;d&FeU-7@ADBo+AI9FE95ePP|~)<%)8*A1Dt#CVal`QRchJAHEaQ
zv?xlzL#4pyKX;U<ZrmVY-RN&!l=TQ!sW`v*M;h}g8fD%0i}O3Cj+ZNVr2s7N7iv;|
z?sV#kFq84e!tK$t#ffa%eSD<#p$`EYipwvs!eiLaGgRdswaY42Hazv(GoG%8n4z5`
z#?O476l|Fs>&>c@v!vRSzf-<%&L9IkdKyqb#d1IM&wD`VuY0}JbD?ion?oJr-0{|!
z={v*w@n2E8e$u4(lEQW)f>IJ`)K~Drr|aw%F$X_g=d>bp2mH13$o@TNnS?_-y-$-X
zpxSv97c47u6_2C-q%YO*oZ=sU)WKQe6olbse<%3MIW=9TibGP<;jDeI+;xXxRy+l}
znUg42+I`<~HpobLw!dJ@$+k!AM82x!qb9V~)v5U44Yo&%-_JGE&y&e_sUa`4%DYFL
z{H*c&DtQ!UsPk)VxFshTZKpt2vZk}BGgiM?b=iN041c$fBr^rL4=e<QCvKD22!CBy
zRjrg{9%>twi*^1sxg5x@e9A`cM%cIcfe=D}YMHd(deCyf%{a{-x7(#cvva1dZmh<o
zfo;zGm?y7#mo?(za6E69>W7v2n?3LYftHD?$?S>3lQlimM;-kQoQoeCYLVr7@$1(w
zH>R@@-Vd$WO36N+pOyK2qNgH-Oyt}t@F^>D)@|@9Ulq%u=O4Y+7dvp)Oc#4ztzqYN
zW4_#m-<<#0rU3z3<eN8loDZY)GzMk4T_rx38&BJX|2-i^tDJ5LJ@>b<H;H_mKO<0)
z&?j?Et6`mMe-A=jfrYQJq17>)jqUAq%Z=r4XRB1zUM%#d{V24NZ23n?af__Qa_%aq
zS{qQIF;#POfew2*Sj#E;c<UZ6|6t1NrLEFE#Xffed3Vq_P-5(vw-5ebP+=E18czL(
z01I6@Y1L)TaT&v=_WSeGt!yydfwy%Bb_E+o9r-^GcUdU&_FSmSz7_V#|M5Yi)8Ak0
zHHtx@d~?i7b3`Q+70I-KEguj4uTS=-Bn1*W#85%jAw0rMOp`0uu012WF77>kV^*6R
zo~-s!P{qH?m1k>k^S>9lj6(jqz2m>g{>{7KJJiozYRG>F{vZDES6zW+b%`TMI=5jf
zrerTr>YM-P;jWljqJq9Mhr?C(2@B)656OuuD_d@?Eri#{$lz=mW3vr&jV3#CW29?l
zFXc8oVZ$s>8@js}1*{BmVmDaJ3jQmf)>kRQ-A;1wHz9C+6@-H~vFBY2Kyf&spwKfJ
z$%aag8fE)#Q*1w4AMH0Bc7E|2kE;0DvuEw7Dl;_;?Pbp9KYsqqF)w$yXzuz+^!RaV
z<N1Mhgv=eT3+Hsk1505HEb}?LW)VyG-(ql4)++&d{aj;QlXoQ|N(A$$oYK3wq7C$S
ziGAB*KV}Bm0_t32+<EOtA;0m%KfZsrn{3an8hR;tJ?6zO=3t00knDS~Oj>zQxoc8U
zQPCoZ45O>@^P>&9FlPpA)ILGMd=)GsOE*d7*@-PEwU^)+pDOzw4t?K-%<`IC!0g|P
zuw2)Z{O2`)mCL&QRm0DI-HxavzsjSN+A?*itCS>CF;OKKz7BCx<drmPKTA|f?dmd#
zme@<MB?C#WHbY>#5E@Ed2doDC7s4LB?3LeQWDWYq&vM#to8pNMW9tssnF52%8yssj
zMGqPrrn(Aa&)Mt$>fb)tenYIUx6-5Z_Loh93Z5FAJVH^8HVqq^0k`ta3=MN`wT%3J
zD|`EMkciPXlz8J#VU@fb!(6RMQcU_gdQd!wAuQ%Hi9x4^Ik`@>rZbo`we+z#SN?7*
ztGoB^l{$47MYvL62!3V1lBJmeoP<Hf6MxKBskp|Bo2l3A`)hnT0$jYj$`S+DeOYsL
z!hW<;(!PWCz7*TUrRl!h(S{gmE{@Pjz%mz!sv9O|x~ub}hUG4n=*f0X7K3g8|D>{q
zVeguMy*U~k9i9I6xbBt*33cJZq`Bcb-b06Sf4@CWjW)Jw;XdEHD+<ky`WyN{{qO>X
z=)GN-WQED!!XuPdg{Gc3awO#!wY=M@r`R^!3QIS19w1moE>2g^<hTwHs#eG1LTlE)
zG8Wr(`@Ysa<+I8nyHrbM;V?7(ct1*lx98&cP0iNrGBwHlcuX#u+IiJVHE*HaKzDVA
zFz<<5dZ6oc6j&-EI+lX(d|H|7KmiyeMlg*)?=;Ub#w8xpO?1kc+O!JmCwu4X=Eej?
zW6<CVs|3#1t}}8~Hr70J5|vC5r2`}ybdx;gK=+bsEh_`;fHnJ#N5OqWgV2x!CY7U~
z{_;lrg^!>{1o<^I#mlGSG0QpDwE+$T1bn|QCE?Tf=`E-zrFZd<9~5`D=b4_R_2bPW
zJ==87PxN^Y7=i>7Ovs0U)cdN?ZQy>Qnj{O4u+DsQzD3&R$;n(?XPGluR8z{ltlc&V
zo3YTOC^Js(t_`eJKu@L(1Tb|X@nOaV76;*K2%O!5ssR>~#s#-7U3wg_zH0lx#wN$2
z(*2)%pR-T78oGaCs=L^Qc<{{q=ZWA0Aow*nVh<iX=r@_2dCq&<qMUj3$dRb`@3W`{
z)zVpXzS4vniAvc*%6@jkKf}J9l)SItHI=op;$xU+aypF+^YcCzu;#;BXU?ojV<4tb
z>m_mR6%U8otI&?=>FE=3u7s96)8Y~kD>pfp2e23nn9}?2AdHIpCOm$iiIVr3O(y>x
zhxv`etvkAxR9K4!eSXyZ$SKNKVby@%NCUmsf{Gb1-3x(M#Wp(4Jew@@O$sjsZ{dy<
zP4H-vhc_}YdChS+NJAScFnIPRh8KAdvB8MLm**{~Y2^c*AW%}424|W-1{2@~k{7Gw
z_mw6*+bNiHzTfAl9sRxA41U><qvp2X+z&qbP^io#SpOgI?lTYSvmkb=)Y_SVOql31
z^kNgfRy5nJ)Im#2t7t0fEJ|&T*Xy3zI&)y7iq)H@xfk~U0+S~={3cvA2rLLWOUB;3
zd9x|d*4CCf-jbSQS?%?RWO*xaZ7zgNeDtKC*p}!(OjHJwdJebVf*fw?Gx)UX@8j+B
z%08Y6^zoV6jn0--^)Q`NL7%&v<do;W?~Ofu@7klp^ZqNdL0>~e=`#b?%;gyp=)4Kb
z&iyr}5SDZ_*xfF!tqg}-4W{bE$;B%979sK7gQ!eOsh?VBP-SRcg_j|VwJ#3@&eR09
zq+I1!@vkr|b2_-_{QBV8YYj0n-icZtlEBIIa5eKUiFJtUrfbJIfLCzj96o#2z}U(+
z9i+Plzh|za)PCRBM9pbkRPj6d?xbnT>3cu-`SkH9FGeI{m%5cmGrs(x5{Z-&3R({h
zAy|2->mFm|t*-x#7R>5sjN|7ZHU=?pJrzPZ(?b0z7w>$pO5S<L&b&<_;SL=+_B|!`
z9DYp@a%90oDH6Vsi!JKHPjygpJA@H$K}@E0#<@-4%SIKope^it|F}Rc2=XO%El2Px
zL!lS@`jJ@iBb1K{NuNzMQ$Jk`Qdhx1oq4H4v@I$dapDApQQ5y6pf&3k+cbKPH-C(X
zKeinujy<_eB+=m7Ge(IBG4XNAbyL%QiC^jls48xMgL+CGV<`4~wQKXCKf{G_u#(oo
z{<DvyEB<c6Jy0UKc2Jk1-n{vkZ(crGyTQV(uQOfKGcvX;)&z6%OqP<Y4Cs>`=$5N|
z6FIpBMQd?$DP5HwndZ1Bm#Llk^zqd29Pror`ubJ~6f`BgX5@6uLer*jMR8C-U20ig
z<?N$40wZVk2WL0DNnbz!Nbp~e`B$8<Ce&E@O^B5`lRJHrY-v|zUHg@El2q_&gO`hv
zh9)X@rOT}U46<<h!chge%(KJLcw%<&TMq$St+Mi$T~NuVx$?S^(K~7UqJDZ>+LKZH
zcvR5Pk4V&>@kc(No;afBytz8y2K-m`4`&|Ss`hez@Zf=jq-2BdhW7wA6GAeQMCK<a
zw#ATWvw#c60XwuS&eRNhx$Vt@_~`Kc`R=A9*xqb&m&&WU%Jf@>0^*A3$y+$rIAP4x
zX=T=8n@iF*Vqz{NW?lzOVsSF9x6%N<YlYFAR?m|Ql+Qw(Zyt@Yo?cqXHpnb->ONyj
z{03bF9a%SzA}(@`8a0Ivhl|{rPL_Jl^e5*tGm`>ZA+?)lwdpoQNu&xYdaWeTTm}eO
zt7S`A3kLW-v^pFuXQrm4oCD#yeBd&3iDs~|&H{P-<tEY=RFI@Lp`L3*Z4DAt=X75+
z-UVQSxAb0K-ckArM4p;XUTMyuM~iD~OJvuV;o;uvN)R29+y)`Gr`j8bBy=!`9KZ%m
z56WEnCKr-LEUe1!tNu84?ASHL&+4Nk`J&K5^6pn$Yv!I6R85}1f`?o*&6EJF&<^=(
z#%tj3mtd@wc=N)7epezJvAYwI!y#o)LI6GIr7RSP7#gJ((!dn&bAgW|&|c69aX7oY
z-%lG-3^E~|m>d8mIqswNO-YuHGCA;LQ>YbYnLbv^*2sfCKVru&#RG(}MiL?!OG(5O
zSozOg#myepOuZJSA1<WaJ6+uEWL6u1AD!WaILNm@^Y$v2Nc0Iq@UG~ZX>Y;XLI)3K
zhe}t8573@AWNSRyj013|xM5ivfK{fq8(0x50oyJ9KAtrG&fMkU4T-fLN8Cg~^>n=l
z%LqRWdrAEmBILe4C4Znc3+ZJcyVhD-`_DZke`dPD+9}{zb6xksSN(M@y!+6Ty_Ll&
zDJlDSdD9(n_%c26B8eIm8JPk|+F|JX3x3rAe?8luTp3`QW)Ry*mfn5oebwGnNQVq?
zHBW%WR65DJysGBNp|duxb_yztEEI0x<{yXDM&dQL_y}RxN;^i{(9f@m<Srp0;n0>5
zcK7aGPr$|}BqTKB&bxL3{2fP2MVv6q882#(UN9#j_rW?>g>^Hb5rGbH#<4M0_Njj~
z^aF?l-M@c-1d~iv$m;pN`hCz{WSU=Xll(8_%IFUtCKm4A2I$>ppsSqD#e2f8Ir(DM
zL`GcAyKNyP7VK!%)9~A~O5%}e8?2c?1nUD#7>l2miU;4(bx|#M=+NTkKQ~)B1*@??
z%6SYecmO~kpfgEDMRQ%1)%$v7d|b{wB`s^K3+Mst@<jPSK--72wk6OB0ytDt2EQ2D
zG0NKmASXLo(%27=6U&AeX;xzQ1`@8gX4Tx!LmiOt!VaGOY3o||C783+b3z{v_)3LD
z(JOQ6R>IuMxs{#r>z4)&Jq6wi)j%siW5MwTcGPE`X7*n{_^k85eK>1sUbvd;2s|%`
zXiZdIiezT<uRk`XG$kZZVv>}6_0JFZ7w<o5^4BA02-!S{0`t|%xtIWWn{+nzEk1qL
z&<dlx-0OjabmYU;1q!F<TqR&AYHGNOex>^;5*~EkpZb!ov#~PFqm!Uu2>IP#&szPI
z-~~4|qSC^v{ZeKlUV&M-;)wY8JlMxB8Ua#9Gu1Q6zAYmga`q&IH4Uo7OTa}pWNO!n
zp797502Zgh`m{ufY2V7$7gJvNbJi%vSR5H|K=b$s@V_0xJH2}!hFlBdkESRrFtJep
znMX$Mm)qA{I+M#9DZK4awdq11&wJD+lz2(9x9UF6m*mJ+_Q-edG8PvXm0TgQdrQyE
zph<w#oEd}QLAj6>99mMIBJf2_`<=L~tZXvrHk#)bKvg_p0%uZ~VuZ8Ge{)oQvW)D~
z1|T>)REBUNnGV}{qtuaP6vi)m?(X-kc;<Aq)vzX%PU$cSc{|+U_wS@FbKXgrJFKs*
zS_KogpB=9dLH1DEvZ|u5+>2(WyuLDQ)c`@P*EuEFtsRf?W({nxl025mp$<Uq;z&%q
zARwURqnCtT`Y`bMuj?P(n|1nNp&M<@A1`B7-o1bSo)U8i@>{W!f(H^c7E?FY2<U|q
z$xk*%JYGNDluNM%cSQ`Ej0G?IS9*SC=gIP27(*sK)|3!O@yg#JLN0eD!4CaJZ-9Yk
zfR}H1aOm{u)BK8Fd1P#NcQ?PRL)7Tm0N+?e?}F*tjesPQ=bJP-mBfjb6Vv6h^n5ck
zJWQW&kjaJ6K1nXe@t=3eg9Kp~uENM77a?#8!i`{&+2eF5CZT$Z1RNsvJ3x&E_ee@h
zH}!nw5?4`CAwHsf`0znXTic^r#^kNEfQr8fB=t7T3_jC3VD+kXAgdH!ITyOVFqWq}
zJ6`NPUh<&fU2;2grC}cja2egdpXSli3@G$6_~M+I&B9ot-`_`^q95cr8op<16b$cy
zR=G^53;d*tJt#LQ6Bm6saNtvjqs5-JeVuXrL&~dHJ8%#54Gd%*+Qsuti?21jlWLQv
z#1EIgGGrTBoM__*uy1@IEG*0rk~(QZl(40ZF%MA&qrCj=kV~^zjKz=~NKFF)x$tVM
zN~{L1Lvl{dfK?YPjzO>hXq;%A%$4!{`PTm``CSa;R3U&f))t6#z$WrD7#5wBkksPl
z1=mgj#EMlw=OCaR-b@(`9BfFxFv~hpWqsvdf|76R%rKHym#6z=Av;<^<;;Mpo0pF-
z##U`>JH#MBUx$@vKeIz!9*dMzuU@_K*G+Bw^QXNjK~bK2I}{HWc|;00@vzhjz9K@u
zvNb;DXmT|^@&P;&&)EyS0G{~aCA9U025owNpXc1sYp<HY{*afohdRrw+$BNIxo5<S
z(NrfKm<M3h4j!Z8=>FhD(4TmD1J$+JU@{ijN1!HdRk}X_U)AxTG)c|+=|VLGnV^4l
zLFas58q~bGfUc`pOXR+Hg6Cc0{g$RC<Q!vpi;9b7ow`op%EDi~xCyH+=hT%9$#!BQ
zGpXr(+U8J-{KlI%Z~WHg>iT-zU@;W@7PCn0_(3~BMhXvyo>=(|azO1i36K|o?vPQ^
z06(=&&d--ZJo1m}1}uR@ATUaavuBGxD>tsn`_A7_Jp8Lobz==d{1d>aa61U1f?B`K
zQ-h+SP<x&~Zh9=%&9hU{b37TQZ2|bJ1;Tc8M8sb&v9YJy`4D7pMJydcA3uKF5vUid
zW#Wgk>W~a>Ub*sQXlQ6H5hIiZEtU>I3LqF0nXIfG148Ly?AI=?ZQHh4k*q6VE$G12
zIQ)Ed(4oJk5@`+$5f12T4Q1<h`^If`kIMpc<!j%)aAl;JrnL8k>=bN;%7qSy-qgah
zU(U5Z5AxmS5+|T3AnWrl&fYX3NIPvssfnEA5izpx5D}2RazJBNOGk%Zg+sizH9b^?
zIdvA;k5=D65oNBA0ewgS0IMhck!R=Jd8^!|FJ6^T_Q~Q@w*ge~Wgc!WFe96$_zASg
z`M`C5*xr0S^451?{*|oW5_<zFlTT{Urg{@{7P#wvOW)Dx{f05Q{;Ts2U7tRZv0n&Q
z+F3du&Rm786Taa29Ufx$=lyBKA*2fa)D8r0SgMB$l~%pFv<j&@Pnr#-cinW48ke7l
z)h#1kb?PoVA`u{aN4CLnppjIF+49WAiQ%<w(jVOnjM~_r55s5$O<GSW_C~0A*RG+1
zDgyj+PUEug8Gu&!<=xZLi|I~%RUI^n72dBhjPy`2^o}f1=>6mCnS#;?N`p8@?2cQ2
zUA9}99c0s4aC-VJgolsJ?ptS~ib8Rn7*SW1i__t=_Ai8BKD981&=<NFXMuApxTIVT
z3C2Y={LuLuZ;$DmxW&C5uYxs$6o^)Q-tgy-=Q^2m+v)eZItvIlFQIeR=nlhx%xo4k
zEGKNNL$O`cN%0M8&eRny4<4wVuF?kQ6aSn$?+X4Nd*NXUiG>s`0}nU9-gShdGuUIH
z@jNxZynkL%Y68lHJY)~J9R`XXghEPA1N-EhJ@J^hfDMEyh1VVnfPu%Z5@4`3M7ym%
zc)7U7+`4ZM6$~Dpg(3%<c&V`9??h?c#p*;AW*+QuHY8tDi-hW-9_Ha}lUF>OP){-=
zI3u9Pn!znRm;y-rqBRAnTOhSEu}VNfI;)kcB3219D9{Ii8%%2gl?kOrZ-CHw7YhQF
z`$?mXfs<1nNu(2*AK(*@L?ZXOCnJ0+q7(5RO*btp;$137_m?x1e1^6mTt<#*v5g8&
zbOnecfpV`o*;LbuN>HP)Ns+3(XEt#}AgN*lIE3D5M_^<wYHdHX+>gPL-)CiIi6h0(
z9T<5P->;RRfW8Io-jta0kDB(`>chAHv8|_TYsc%#BL)$!XA%NkGwIMY&OCCRjtk^?
zpp5iaLwoV4mo?nrZ^ijNX6;5Dm#F`RUU0}NNF;sJioiY)`w#Aom316j^3d0h6hn{L
zetFE{q6%HleUu$ugDw!6{2;u?;{#(X++U0lldMM)Gxg?p_cTOHX66=DX~9%FVJ%Y4
zUGathGs=<`HjW%Q(q7~1k=uYm?K3z$!}d^lSM7L8=ps;-&-~u5`av0=Kp86srdu>K
z)<-CUZ*j;DT=!xUuYGHpW|O3g^}`>$7bkXW=;|(azdhsHU$Y6zK7%_x0tG`00P9U$
z!aL8}{L#C6H-%hD-_9r94y93_4bR!ZSjU1Eph^2CD>l}d9Y98<qDMx-Y?ddn{HJcK
znS|+X`;NpQc;PmA9W*2bS;x+kNd|XALbYY^w}1%sjx(zU)A3_WWG1NU#-7sz?s{j|
z@sdxFm2!}{3#pM3@9`R8|G+Al3G?LurGW2O`}lNm>o=R?N{$F5%mP87BYytiE>huc
zC^{^gNl6I_G%v1Shg@rR?<XDgfi+zOuhHUaqN-q)@}{e((l`U}=}L-FpU-d@hgFj8
zR*CB?5mN(x;lir@`6L*5qOeY=4dO>wQ;io<dAWl7t18^-QcaUXFrA7_t1l$btJkja
zE7q<fMXywO?~qr7DZpe%;QZYIpRNPB30C3utO;l}JI3Nf)!?&3Cksxx0yNbB@shW1
zlLjO$*kc@2VcJC->npHy!2}wxZR$wSkglFOgPb`4TKFd3kB*R5w7zQN+Ku(<0LH}e
zA3uIfK$2Wy#D{#FaR-#QuN5^9aH_I#Xy41i{T%42uG8hABTrK@5G=f~etEY$G(7%(
z+XG&|K)GErjT9VVirIkY$!y+0Ws?6g)hw{|4h1ZuBqcSq6jJFX5}NE>ZofF*Vpipu
z4K&nf%?3Q81CS&B=kq7}P^7lwtW~9~3BA5h;xiWkgPJ2=rQkiC_l*0{B*J)nx)Tg}
zt(}0yU?CMBraig<Y_S!FCab(U^45y8{NB%3E$J~<{6)^3WWdl_uo{Xy5#Xcg2+a-X
zy11ff4HA8`qbgFV0IY2T-a8qFM{=p}jTZvDci;Sba2g8J_QHGW%8SjHt=_t8v_dc`
zXppJ3IN$3QEEKSE2jMfrmFA!C6jBoZt@7d0#o7ZX)aS!#Y~Sf>wJ^6k5A})zSbh{?
zs$STJ8@3M!#Q@vFGxmV=Tn37^+*_*yYZ^ok#LIhtjvz}RLIqRdHQj5PMaR6>-r5d~
zSQaddBV-n&i0l<Qq#97;LRhs)#fv<A_>ci?Mc>XNx==e+dQcbwJ{wS*+4WXDM0mz#
z2OnU0OB^~*0OxxX;RePU<FH%4L7lKgsaaXzPuzK3nVQ+h9&Uk1VF7G9avY>{|Ndm)
zKeHi~FaR<4P3!9F8Y87MYbR{3QMDJ%^9Qf-c&oNd2Le202rFL??wSXsD8>%Z1xMBT
zb=WjIvS&1MISCSKK4!Y|_+QE<)L)4-w)+5?ngYEi+kZ!f?(}mPjN6?vC;V~xj>HZU
zN$}O2Ft9CFoa%t8Q%Mpsa5%vIwc_a?b1K!qdv+At>LQ!nRHv`69|ctw;Oj%Vnc(SW
z#WrD8-ZKTtn5E5&@jz}~MF`F<I|U9z@dGaw?2mbiFk(OI>ZrXQMDBXI%QQsuf~qT_
zc*+pun|pPyJ3ig{cCsMvHn>zOP})9?M<}|$hIrNqdRIIpaSHjUfnwHylw?4IF|aO>
zU`zby4!F=8TT)=35eEQjiEy{2dNXRP^<i!i)%BIsg@Hjg{>Tv(ag|%Ll~(&cr4gpT
zf4_pGzS_Zm?w4aF1g?F)=2uSx`Y%Tv(FDwLhF?t-quYfnEFe_J-;rXg(!wB(!4o(h
zkQ46}`cJ^I4WJ0q?|L|gfL1v1;&`Il&OZfEItuyEUR0j{b#%Y6ksHV-nTenb1hH$t
zhWRhW1EXjJv5tfsP6C||qih9S4tDkn=Tiv85c501$hNcmQK+<CoV!SlLQgL12ECXQ
zj_hs9<_SUVc{wLcxIy2V`5{4o|D4@lbkc;-!4M$RCx8oW%etA0@U^hKl2THQt3Dt#
zLHc58BM_?qztodVKQM-tN_6R~vLE^N=H-hQ+v>}%n^b${BMyX=@sZe5^nc<1^}OfU
zpMxF1vo({Q0NSa5Ghb3wl|eWxm#T?lQf4LM$)ixjyVr&TXw(OhZ;?v`!F%Aqz-hcq
ziQ+=3=^glBTYL`OjaPbD6;SDv-1^a5#U#YPM5$6QU-C+tSw4;dkYWc&7aZl;e<_j^
zU>t_P+*~fg!!-!^#DL}E1u6{j2Y{L{U%%cNx@>#Vskh=LkIG7Nzy`}(bBQ<yR`Fp*
z))o##ypi7I3-?`8J--XWSS#digsP%cJ6Y9gBf$s4a2<6W31UD_$>@inP@6;Fp!8#Z
z237zK=Al6n7AKMVQm$@CM9=+3?8e}7O9z#l<l+dcV~22Uy_-t!eA`l9h-ztRVUTLq
z4Nuxg&!hXc{SM$CgcVE}Oa&ovvah-v;>EopCCzomlX*zE0?DQI)xop#+=?JP<qtfR
z{>Kf{T?LS1Ua&D7=|(8j%X$sewve_6(X+#<7SWxgu$0i}&znKOKtuZDJ@LdRfUJD)
z=MMBltC-0shh@H5X}p1#?fv`WM~_|xk<MEsV6t5TiU`-H;PI&`Cs{xOYWGxL?jcxY
z)+@vDH*;65PX+oaP&r~(218uldauj_Z|4Z+qJlY7_v+yA!s0KtS|Kh}vghee_PeqM
z@ET9QeF+f%8K|KT(n8I&;=`dUUG#z#hFrHXZ7>TE4#*y+A1^=u29sM%+E_dOJetEA
zVk;fWQpLakK&Z07mr#fZ<s8Jueh&26OZl~cwXFDBCG!vnL8C|(R2&hfMyK(puIT}@
z+`i6YvZOsA5BC8VfYifa=jlkct$Qu#H}Xb3DmHd<LH@@B8_<v@^p3S363-u21=8YH
z+C|)#BHsm@1Ql%0s>i8<jl<nIvA>9rwynM@__whR!GXv4^)CIc&^`M@fQ^Mf;>Gk`
zTbc6%3R5cQXDuQ_>^*kft(sW8l#*qT`I@lK_*ZHWM-h$p&bMcfSY6=kTLNQ=mYbF)
zTD$k;6TcnXQ7Dex^Fk4=3hPG&{IF@wVH?k1zczvu^MnndV3GV3E9cB#GI1{y2+!Zt
zeF;#fJ#pF<khQPu_y~x!Zq%z=ZP~Z%Xx;!;2;mdo-d7!+Y*L)L1u+T1fepv^A_>-O
zs_P@@4o$RmZRtu;JCegg*n>oswb{!ER%SrZr+QcB<(&jofup1;Dk|!BG$%^!%~PeI
zC*SNf_6)10{q4L}>R?EpXj2D97Txa+axfaQ9hfsB?$$?b^W}`w1<A1kP)Gsj{XT-9
zmf>P3Wed{^QpD}HO56Y`L^r(}WOxK+xv<yNGN%=B!Rv0j!BIK3?|(89MF8=^9_U)6
zx{r>Jw-}*=peZ3H_SD{o4Rz=6INSG!v2SzNq#y5hfIVHPI)VA*OPGeJGqy@g-*#L#
zu^j+tf+{BytqK7Mwm%v$Dxxy`2Qm%PwRjN@+$iRz-J@p_fT{k4f-m)thY<w}YW-A5
z1B!oLm-2zXd;kRDg*5AP7YeQif)m*TH(LMa&&kCqV5!p}s@(uAxApE*0NFSGwWqxC
zxXHQ47!=xZgIik+fdBNI{re?3=`k--6fDume2W){pabFs>_1hmNmKyB!wqQac<l%4
z_?I%>Q>v}sPqIE`54A|Z<>%3Z&=yq!Wh%n4nibx?`etX<<&Q8Qgf@fhY3uol1VvW?
zoZy>4xPVnLU6Dx=4u{AM5bn6$(I}LUBD9<=@IOqf`vuGm5{MyWn2%FJ%;1nH!qX(<
zmZ5TzSbX$o8`NPWuwmgyv};d^=H-x`9l-irE?Q4<=*;_okZHgISLqRXAla?%JZ!Y=
zzqvXA>1JVp+R1>%i(ct8`=_8JQbEr#0xy=Tepe4^5CVxPph1g32)7^oUPu#G?jo7X
z0TlSHCpM!*VhT}ri@OmX*B15S)vFRGfgn}L=-dqZ3s5Qp8RQ|f1IUbl`HRJgz<gvE
z-m81&#DZ!C5i${Y1cGX+#z6aiL*N#mK1c_c1SNwN0=RAgAASiZBf$QAMCcMylL8-T
zZl+sNW}xW-sS1IAK>W2q!HJv-gQs#V`YOU|1FDcM552VswTtT-MlC4vSUgXjalTnP
z@C_^YGi92Cy*I@E**H|Q4uFY3Cw+@ZOn@4`tv=8|)VW+EDNE0mt1!)UK+YXCz6*C{
zd1X<_KJ}782P$_R4r(3;uC+t#^Cg&~0f6~^d-vW$OF&9FS<@7b99`5)+5MmHrEd}@
zYAOfXb{*(}W4@ao3;pl3Ho<s7r~kK_qW<0ahA^!JmNcON-=U&5S+S+TN*lE!Emz6=
zX1PRQJO2B-=e;$)#c&1-{)lrZc#eM-@kG8Jy8^OHSDrL7Gqs6bm9TN;itCu!2!iDX
zK45K7kv34S4qjT8QFO`>(gOH^Hdv%Fw3HxHt-LT5mJ9t9dE$?tV$PAS!h3#qhwkH9
zop<4^a_3~#%csyaVE6a)BcyUPOufdP+W;4<Nw~pA3j#fi5dMW1To9TbLZi~vYdw_O
ze|<`V%6<SYN?XBJ#Wc&81NF-L18Vut)m$H~H~v)A|H*@qWYAO0G{&y<Q~hRW-H}rU
ze9$ao3FtiWM+ZD3Sya(u>=n}XgJ3G)qKrSB8B|VV0%?Tsi%?u-ff}a)#N!g`44_4b
zDkcx=-*vPRr3|l!2N;pePKy4NA+-%}nRN0hn}#kY{9>!NQ4Abg585*Yv;xx208VI+
zmf&y)6(8v}K`Ouxz;YWxAdVK*IpV)h1BQxS?A@c;+M2EnantGHRah(W-$)+`z(aG(
zYmX3Eg0yRiYCZsACmA{*CYRQECK*Dk`)@0F|9WA=*Q@Xw!3t2+S_QJ`m!@{Y2qJDk
z4V6|s*(7ORmgiBU^#K5!exzrE;Ig@i{@j?IqPjV<r?XP-&`lAUwuL*cemy~jtG?eW
zGF1xMu9f}1j1rcD@EhI}yHvR(iXLM#PW|^iH551`jhOm>HR|pCz|_6*8Tn|JSrh8g
z8hnA;<xr_CvU|S~GFI}f+dH-*AKtsb0f`fAT3T5|&gE(q^1~muzUoCwnH$0Tb~Ha}
zc6n*=3AyyZTMXC!|8xmHd0z>qE<+}I8tNx{j;qR+X(AU4{&>87_Zb`Hsp9!s^aBy9
z`>it_Wh8MQLk;q!IgpQe<JrECDBUz78uPx4g%5(<V)(toJjx`?&55M=hMLZ{y5R>6
zld%<l{q0?+wZ?Z#Z}8Ny%?z4A6Cq0P>*mpYc{;l9NN62PSJFfRo&(eL3dfTAkmJp$
zl2LTJX*D6aF)BzVEOhHcrU??Q604PhM_@`p5f9}#a!+lfk0%gD>Em3)4wu%v_w%vq
zrPQLGzg3bJTG&Troo>ElGL{KxcXVV(d9>+<X`dx`OVY9!YuZ#dsDYAs>fbIrss5Qt
z0u7SPT$*EVdLXpYRX5z-ZKhiFP|rc!jOQ2WERB;1=Q2&_C9tCvVmFLEG;>J-W2|`I
zaJ$Z>o&0ac@oTT2_^<{oP8rUqFrIs9RISR!Jb0@+u}X+6Q%$k$^^@CVP55@7$!ZXq
z5z%y5UwPd-dVD}H?HIB*f34kYzBu&U;;UY_2u!nT9KO9iMj~_y(k)|LbHp`!67#UH
znF50uGwOaT3d<Dl3ZnXLiSc>36ZJ~6C%Rd&FC~s%WrVA^nqbt05&G#>Pm#~h$hAJc
zaaO(i$W%Cu%zDdu9gk*~D4Pae(Lir6tPw4LG-t6*2u9e7|Fy>VyMdd(+A&0WqRpbX
zTsv1dE4kx!2qPd(CUa$+&A#W{dDQ0Q)fK^5tnOb*9IvM@^60UO_{WA_lDE&b3eK$M
z%Xp8%Syx@})|ck(mBfY~3cB=FO+nfq_Cc7SeKuR?&E`>M=Ix3-h=J~MxXRC7<U1rk
z>2H4=PgNLoVQttg74V>oMV$k656ypgO-icbHt*VaQzPkZ@!TM`pEgXOJ(h-Fp@9-n
zU#@KGE*SITp=G@E6kDtcQ_$$ilObp<v>k7Tbio<W@vyv3K{<`n91a6NpN?Jmz$~)H
zXLXasN~<gdseJCfntY>A-oZ;P1|rkgvTs6b96ck5OC<K@geTb-1gZ|RRz`<~^*KqB
z$%^Yqq_X&M*;d+2Ko(xdrK3*LrK1+V<(+qP@Y(g$s;5>~`V{kagY7l%YW>%CHWJEj
z3SIr@EU%8dW_!`n6;-=vp-SxN&!p(Dw@zVFNBYzwtc4#hGX?|(zF_J3Nu)Rl>&Ybs
zfhy58uS)&WS+L!^xwiUB_FrejG(=Q)*TccJnE99=>HAzQW8?q*f`?CKNScc>!7NR+
zfSi8^eemggo33j1#o#R$t9BhmrnNZ;#9QEN-lte@6NE2NT%Sj^#&@J4zl~&<S^Q(f
zb3Y&0^q+X)UKeCyihL5J{{^nPf{ZQ_A1z^U4RY5B2yGqd`!qoMSQz-vjr;Zj7fAxV
zkT0G38PU|BsMH$TcM@((?z#ZUq%?3N0EspTAI?mSfRYKxGSIBtd6myn^tUs=6<mrM
zJbC7fJ|cS}C4g|?+D$ogAMc}4a33T%11RjE3p8BlUt&%^0PyD)!k<AiOs=-Xz8J}m
zA>Mu`qyyGhkLPM5qka9aICfy~98i~CqV}{NVtxTKE46KC7Tr>;h5g@(h~O@cLwipY
zFM9KR=sH0J`i=+40C$Ks#UNa@O`h4u$46N@t1N<i`bwg#ZT47(t*PavU2=C*PE@o0
zP@qqM!af^L<jhm!`OgY&{m-?BgOFQJJ^Rnv|M&9#fBeJu8oArmPSZy<e(bOk&&EG1
zFwgAg&XeByNk7)8-z$C0Wr1Z^d_168JNVECscopBQ&)Mma*5eDevJ=wZZW2|p3LXi
z>aCb*mHnP<W1rOV6bxd^RuS<hSMmeR^*6pu9=4|(-zH$f7CEK-*i`GfcV#~2Mx&@b
z`GRt7#3#slY@0dCTn9Z~#<b_Ph+DQ<x0Xfs)YJ{71i5wGej<cT!He44@*}<Bo3?U^
z>%^&cAF=<mWrs_eSKk)xo|H<Qn3?5)U1gKkN<US>MPIkTc*VyrT06gOug&by)Tbm)
z9@caX%oEk#&i*y#-k)3HE~ob!Z$bsp;Uy!|NI&f}EqK!Ide-fwiAl9HWb$*jZ#CB3
zd&2Q6Ig){EA8#@;W`~R4KjY(wIJ;6q_ozzsn8u^47mbRu&G&88pX_V#eKKigD0I70
zDwdpHH0IY!zISK;AlxLd7$o9m9pEJFA7J3U9MO_otx&o@xP?u1h||~xv03+BYP(J`
zeWz$0*`XAU4*u-rz^UMt%41u#&I`BAX5dP~-}cDeSl)99{3l364P!IWST0s4aqRR>
zq4F<F7t1X6Zl2wj+A^VPXXmI%{yEVnlV1S8(#CPO+O7yJ)yTnCWV?G1$4aw?pi7bU
z_WRxn_$MHihFu)r8Z_J^Oq2EOQ=q&2wJnrUKVdU_=?6{|rhEN7@;irI;nf3QI|i0a
z=kMg6H+k*&7!`2gQce4*dXF8v@QZ%7vu$2=w_tvAT#}SIU6oNQD%BphUA}SiC+)U+
zazT5qbL2S_l4n_k019>Tr-aEb^`=r)|E7S^e9Q7Lt>o>r;1*5~on29K1RVQalGSAr
zKF{l!<R;YTB!~o@&X&M*Z1*wUv~~WS2QA!Rx7K~U*Fd>MZ;ou_u#mWWy)G1$uDKDd
z75}qB9Hr(X56X@hSu9AzHNo2GE~A0N=hCZdnYQ+xS(9vE^^ej6RJHN>(y$?SgHDSe
z9`)+~C&zkGQWf;|<%=9A^ftAwp#`>;x_^GH{u`>UJn1jT{nU`B9~kan-?Mx7ovVUu
z+exCFCKB@Url4k*R_zcuDX$`|{`$U|CD$&mox<xfNjwMC|0^V{y=K$APCR3(PPlM<
zH;f{_KF)@O^#6CqFkpcHn_2}<z23g|`0i0ZyY&d4?lE+E74Y_`&+b6UmfWvSKN2MR
zeW}?$HxxcZebuN9V4duCd7;W7d06g}vW75xsAeMmg-z7(Vat<$2{(STfLi3STSnKT
zsLpATmrPA>ihe(FB<00Vr>L~U{Aa#TK1N2;VB?6m^5d#u=aX{f8SAWVH!Vxtb+_i6
zc-em8s$!M$v+oTyahX={_HTZY)LvnC^~x2WzLa78d}%nY66LnKB_eGbo>xXQKdJ4|
z1jHPo{#^zSe~(#YncZ}kX%FAziS16$hn(eXYBnjQ|CCTTa!F^ZFW5@%wSCI-@e8{z
z!%Jt42&ygpX^nH$ZoRF834AiCAZ(Y`KZCo)qX{lK6L9b=*Y=z_JLgZ0dt2CNqmsLh
z-7C2nsnB%mW#h592C4psIYU2B$0pvs^8u3BmH(r=E02e|+y66`%!q7*A`E7PBC?c(
zNtCf=k0?^sR4B5gQKKx`rjaH4R%9nU)|#wE_AD*-C2Jx}$UR^5d)?oCb?<$i``ml~
zxc;%sIp=%6=bX>yyx;H7=NxaO2verTdh%EqPfK#Iy8>6Te4On;d~a+V2Wb#Sqf5z%
z`TX?0u=gulnMJpf)pAtRl<mgS>4pU#Fh4Ezp!Vta0(kq~o%LfwF3D%rNUq)_=6g>r
zz#YSLUrWknM8xw_YVAFI*Uh<artQuE7EG3PH}jLws@f36PrKl$l>((p44N?03?3%1
zJ6Ws89y`o?DLvxioW5xWb{w3<NGmldt*;2Lx3lwdzfIVVh>S$cmG`OZFS8kNYM5$|
zW^dJHFfD21{+%pTju8pn2y@P{si#pQywt5=6)I!E-9s=k2AQYeOqVF756nJSjaLC3
zbOS%>6<1*s;i{oGso|o_97x6NfOLLveD=sZi_(CgVT0111Au9h)!{LBz7=@)4UHu#
zluc2$94zY?;o^q{q!K?{3WFXZo*(nXO`H?Ln=W)7?dw|Uj`&f4NjDMfYhR#3aB6iN
z7~|sOu4B-Psk2gKwG>1RC>#Ns0ebxF6x^=sN-pMh*NR$4nSQaFeUA1y1RCddIkS~5
zHsWYkq|i)(MNdH;b5mmlYhnospdEy7`RSJv$J9@lYCzuilk6KTF~x4=3bdlu>(X!D
z)p-QAj?(6bO&kYj{j>KLSTwbd$KC4CCCOGMhv3oRxinv+XrG07RDFr5oH(Q{UmVn4
zp*!?}@9KKYr$`RA(uq5moSnJwRE?WW1wF${LoIHFvfU@SGlB0W%dRjfUz1Qin7Uyx
zi*#z8^5-Kj|3K`BhwcVL7!$hSc3>IWq~El?3|YSp#R<E~`TyYYD^T^H*!?dB49%1(
zIsjT8X9`+0G&F#tWkjqZH{rIIB5Y&Xi>$fn#b~P5c7!^zzYRhfW98(cns@Zm#WTH7
zQsm23&f5tF2UQy;7zI@oQ{=<yH$`_sp0SnydIXcGy~d<w>G7!H=vVgai+a$XXoCMM
z8jQXrwVJ(IAqeIlyPBt-TPpEF6q)A*&<SBg-2#T!aZn*fKj;}B%3GOWVM!b>F&Hw0
zhF{oe)3Yf^D~&zjp93e&f=vUgT?_lFoHW^LzOqYzA{J&1^k`(e)$H;(Fc;aT$(ipK
z7lS^9ax0IX_Gep1gCYbIUj*9jth=dI(Ah|iHTwYJ3x?W#r|J|Zdb+z<gJe7gnOBt#
z&lm)xQ$T5$ny4+TM@l0(3EF4*Gt$)b!q@cQD&^RU#;;K0#K#hD2-$&Rqcpp5tn8eI
zCX(lB?QCo(MefvcRq)%C-(UUh%vHTu5nAC2qneY#Np)T!o>3{_ZHVW8z=z*}u+v1A
z8@|ng@mA8Ur<dsyX|!%O2Fs*Gtkt0sFpqOq=CO?aHY5Q2EzAfCXaFM4Jz{M)H@e^Q
zj!h4l7rZC`sQsv5H51wL#Grx){btLNVYgwQ*Ya80yMXnyaI&eVJGDB;IJG&AvIbd)
zBGkoh!#}u??%iCFL;|ZN;u@mwb%g-GKIV&*f2-NLqm52os;ZzGKk-Rp5s|MeA0-54
zhKNh)q$QqJb|7jr(*d{zT#g=c297s0livIdu@75FhdG|d5)2<}3w3LLmb6($894=a
zV&vnIk@EclFKM_;a0kw}`7QIe!Rz32<pd&as6mZt*}V|PMps(5o~M%Sx6X|V8anAa
ze`own8$1^g#>$S<8`{y}9{bXbLf7B5#v9;R)@zY5nDltq%e!Q=Oe`x3XO`_OZs#3>
zP*oXr2{hW<C5N-?a7we@6{bKuqQs<ym<8LYABhd8_wd_8AmY`iG`q{D9ufDPX>m%^
zb9fL%1%o9TIs+<y>@2rKa#l7K!u;b{gZ1Nx)%kJ8K|#=4&HZv)tb%gh2e`*w=bu!+
zOcbUCLxIEp#0~#uw(x5bBGlGLEvXx>^^PSMq&oltMPZF+d{G5{KIhuw402;AZ8=qo
z1*J4Z9LUbk5`THH3XU=Jy?&9(2(PU@S^!@j*rV86T%5Zb{lKBea%00PLM)<bk^H<S
z!9c_nfPcarM<Ua%T-ZkN-iAV`nSbmz2144iVQ8<GEsFN*KL46k4XBR;+A1O-K$*6A
z++?kbh3S<3k!I8#V0gbE9TnoLnC#1m3@{ahwya^=P=H%bsXVRon!P`|<fo%@BSx?3
z%;rR4#R(~*S6g;pA!A%R8c~lOiegM(Yr2qAf-ZItvmxsIf)%@;fYI!V3?eCbfuz-1
z@emo_EXKJLQyXzgs!liVf-<mLS`J+0-t@?)uV;#p{`}%u{j5eKF*ju{C3!A8j&IwI
zeq$%}%opPEFj880v7u38zwaleijSs}x`N@T=u-OB)$*A3EC}SG(B;@_53M%lm+AhX
z2EmKE{@QztU2a;cjYzAzX*w?{#W$Myo&vu&Hj`8la>>slOjkz~D=aIZ%u;D%r=y~h
z=?C^wH2JFn?IdZRw+_JN_G7Ns9-Pd9=-=n*kXIR;)$zpc4|lVJrTAD@s8de^3-YXI
z0pM;mGUfPu=iR75u#gcWY&gpfPe;K%CYcfg#=GXH9Y-`9xCai2&4#)?mR;V9rXo9D
zeJI^M?3!jd)Y{vBNdLo)(&M0}A34(`_gLywV-)EyFjAHPYx)CZ<rVF=mXasmyUUI*
z=pTv)NSc|;mkDj|o#}?3=xZNZ$dqWib$&)fs0h{6C|A;ZBn`<=ld73Px}CrA>|%kC
z_anQ^R_>{IP7fp;phVOm0!H-e7iIjk%z{s30tf2o;@$mqsW{o-sJ9lTWC4-hsCFJV
zRecH=_grm$DmB2V-<i&lq7~+%Jq{yW@rj-5EOi#|<Eu@Cz|0U#Xc^G{0fD7@*NgEA
z9M+$)x2Zb<X~j?awWat+OI8A#C;Gggu8$C8XX`Yblk1|{^HJ`GD!Voqx@oENBXX6m
z<RmJR*W&1z$VY-Y7wA{3WJklw*(`q(29trvB2cNd5o4YuE}4HGibfAmMqqDdmxB#z
zv>Kw2PcQO)8#Ztw3w-n(VIV{+sa8sP+}X=!wZiulcs(6yfU0lpEVHG&U)0ZLed4=B
znEx=xGvE1YGT<#TAjp<<orlJ*zPeT5c7nm@A8Kzk9l2%F@P(%kVDlsn3HY9n4l~Jx
zW@QUl&jT#Be&*hQ$Qeaxu$Y7GvZc)xoW+%Gt9~<wd+<gmpGt2xPCi`y<_8k^U@fm(
zibw6OUmu&B1EZ8kvVrv!UrlvYpJ){;_f-5a447!t2{T6jh^CXvIJ<Y}<{cnU8Zcz9
zR_;*5Sb0znKuBgxn7cxW(v?7rh_|EFsw&<3=c+?f+RYP+%|h>wffM@_{h?OwOWapn
z0KrX=7F`Q(0h=N$fdFC1!(tl#?V91hCBqU@0GbB_q6f~E15ZcL^WWCKf9J_}(8S+D
zuUF8cQYnwtZ$q+B5tm_ZDHT}=ATV5dsQW}FIGR5Y2&20DQ-_B>@GrIs>;xU%yY1iS
z<ac0%GV&XaQau9k2*5v$2Z2{zoXlCj(PQ<7olWKhsiU%@h8BK-^4#W2m-(v68H92Y
zNVGPJ=s%OkP2~M6ymktlqjxBJf?|=xvp%^9j{`r09L!YBZTL3uDmhCWj*!34v~h-X
zV^}S%CLE0dF%xSSq@v^wuz`d3^Y+BCwijr=3(Iljc?gXf+HnC4+J9cm(gXYHP!c-;
zX@1=_&otl^BLENptV8ic*h3+|1fnPp93!KBx7MMs6jC}8I`-4T0Zh=U^;?GK+c>A1
zE|l2K8-2|MqS-JEEeh9G__gSDfWLE9&8<COdjrJzjTA;TCXVP!-8VkR0Ll=&HVu1I
zEc3>I)m5XZ#-L?*JS@T3^LtApHo3E7!kLg8mQiB6YH@ums9_JN!w+8|FuW^VIDjqv
z#IdVLX~A_?Vj2nHOW}IQvtX$R+Zz|3O~NTE_AyC<(e;<L@2x1HSa_aX(g*<KnTl70
zrvQSnk>Bh7>Enu3#hi*KzHMfqFcf8kN_V<DMQ40s@VU<deAqEI^a8|ndz`O|NXe^n
z*V!^qgWH60e(WC19v`1_yv!7Ii_xFirMp%>1EeluP)CV~9NQrV-SR7OW=cFkr>=#H
z#rXg%j$WYW!I9n_Aa|UPEtRIXlv54QC^^1(&Fy}58J`6_)iguVyYACctJA1pr4si?
zzShRzlYvlIbrK=3^E&!VQOb{@j<Vy9J4FMC-9m5mbH>+TW~sI|Z%ab<M}L<W%gc*C
ze<2eMY)f5rw8}3hD!2FYc&W<;c16%Z=Lz<HF&PsjJn3kL3EM`XjNLok!TeazFCx7=
z{X34P={D8<OEk|P3E+)Kb}Pu6D+nA*+a2UrkKC8vyvPRDgP(0p>RCfEFkd=HX_;|A
zZCjmb|I%yo0;q`R0vc$MK5f}f`aR9ry-#CBesF5^;Aa6LLu4s`BXsbTYx_^e=}Y0~
z?w%4AsaIt`x#a$ve!%xqxqZufSmUqv?Z{@jqX&HS2!lj?)$2Z0I{omqhk19vK#LfT
zo8)#t+TWv;_;0Im7U9%rX|88Be5a_Q23Hqe5kG(86b4p<$fwYOJBZbXS~Z;0dOiZD
zcdQnNtrkt9JHrn?PCT;=%iq*BQ#dlZ(8eP$L@Wg8&o36R9JbeFi}2@irktt^HbX!V
z+9(cwsgEMg^<1K9)d$FXX>X29lRKvTb?rHmfZ$*X5l`}<OU+CEfa0FQln|^c9C$KJ
z-y~rw#v|1-?Yn#KhI)nck(g}ajQNtgY|p64Ia+33u8>dY_qKdY%Vj{>L8}4Jm@e-Y
zoAzz#TfK#rMzh{vVPuN|1Thj+UKi7)d@MYG)t1tQ%#1(^hTQ+}zaRvv^Jk*yKY0Cs
z5SJfJ!0y{;3cTv0We3=gxfR&j(7f&;nJc{=6Rc}rxp5T3BZq}7!U0kRM3!%h$iASj
z5hv`GBia3}jAu|_E%Qv{i@ziqdXoop@2N?VaaQ@kUcQr&&@J3BpJci%|MyGw{HHEV
z0j>X;@%W$Z5ZmWjAAov=CK25OuQr~S(x4A)&v?<Y7c}F-Q6Qzu-UaCm?miw6jp1g?
zRd;qi1n3EqA|E7OSom6U;<ji7+F@&fK*DYEC2*o4x)Zxxy_*@D+S=vmp8_n!MRRjW
zzt|1|{Skh_Pk<Wx4~KOAcRS?2u!PezuzKi1GxcR)<1A#?q=ye7IAZz-M5s-P9RRJZ
z1+wK5Ix|h0CRn{Jw{srW773U%o2X1d^MRv6kVnJy|9ABEe`2T!G`78k=>QR42yCY7
z=Zj}D=5L$d1(>QT&kB84DZvq3?Erif2w!fAZdiS5>ol;6huLwI=Q_~ZtKoZM0Rf%g
zw+3_U++NjyOf#3^dKSRr1A@Tu8R+g8qX^JO=+B78zYcx>bWKg50xh?LV-Vn_!58zT
z1p@T_cfZ}x;NSsaz^lN&SNIuy6{uWa<bK?#3biB5vpwyaAnkC+mfG?l;U9Q;O0^F)
zU8Xqy@V{Ajfx@&<hji9J!eP_&7&!X9YW8=;(Tg~!Br2*(k}vM(s@>{3)#$aN{njrb
zM9%E`|9dDTASn3CdJFWXfb6?*%Fcs@r4K@rwqLe!E6A^L+@{Qu1B%VVF5HJf4gFu-
sKXNlq2*H+mf#bk-D!^Y+7ErQw?e;uMFlXYLR~J+tud1z*t!#1UFOmiZk^lez

literal 0
HcmV?d00001

diff --git a/docs/_images/formatter.png b/docs/_images/formatter.png
new file mode 100644
index 0000000000000000000000000000000000000000..0dc29f1691d90e528f158c380514875ccbfb4ae5
GIT binary patch
literal 28074
zcmbrm2UJsC*De~xj))CW5U_wEQdB^sBdCZ-?_ETC6GG@s5l~T3q$s_22)!2-F;YWE
zx=0BS2sH!<<;?wl-+%6R|2ys(<D4^wV?fB>Yp=c5EYI`IxqPFnC`)&Q=?DsiqLX`g
zPZfotxqw3LO*(V{{=(~1PLD#_I>_C-tL_>zKkN|`Ha@<)MCsK`QRNK0XIsU=kV-R8
z7+;*pFP5%TPLlqupjvfuMoQN6wC(AVuw&8}FIL&S`Q`kZQ@T`KJ)@SR-}7Xqt+!8$
zG2uCWu7%VhUQ~rm$B7lAM=2O1bZhs>LPZ|2Hi`R8(0zD3>iE+@dN$3~vHHMz1DFU3
zrE#z1xfb$^RL@=19{BkrYP!>T{iaKxS!)~?W8|4-<jvdt<`k|qL(5++`2n4v?SOip
zKKebWhGJM^(|>D7V=vrwNl{%z<>MIp>Zs4I!T3+5PG&4$cjKq4t$AAhnz_1ybm#9V
zpSto`+3x_|cLNr<;lk6i2R_II9?LYSa^4&dkz|)ETlJ9=8g|4+-L85lXw`eGCY0gZ
zl25Q@UmF{FWDq+&FJvYkI@^<-o~u_j`;Ncu5PBZQ@%{DWtki>dXA}Kt8MAcBvr&ty
zPdV5}&IDI#XzQG_xB5Q)LPSSDM|7cDjo-ZOs7p9<&+9)Yq`bG5WE*fe;zZ-8D6x4A
z`GRLyW7az%0q<^>EX~}gUaS#5<~Up|b-?9Yl#qR#Vw_l}-lk*%=}lSVr6tb#WRIsl
z!=1Z(V#VB4vDM3OeHM`YRc>_K_W>_KeH`jEo=b@`h<t<_30S+mAHK>G2^m}@4V1`-
zb{Ff&>(n*N>gWvSrzpUp`)0LW_B}6YXF#}Ismb$KR``Bj;mFOFk+e4Fx!;K!D+FSf
zlB9;QapIT+gH8f5NqudNlW(Bt>Dcy>qw}Wk$f+oGP1aBC#6B#aT+>eCo%7^Or@wr8
zymDMzT%pelj7<Ojc%xfvp%SiR)X-PSsZk)_6ttG3?OL~2#^aoc*ELl5;XUj>VrX7d
zH@RR>FrL{O*_xBOMw7n_OqyC-d#+=vlNgOWRYD1HbLM~EypnE!O1QLqLQ3&fvP8Jz
zRzt6f-TnLbgUK3MTG%{fPmJokjq_rKBX|w6kWFZ?gX#DD=k#0js!&q*Cj@;xD`HV6
zkM3HT(p_M_ZSy<_TllQ;Bzb;Ns6~*!uQOF%@X1#cu9EXiQ0k*HS+|Zj2HFL!Cl-7r
zr1|f#Qw-racBfYXUS8qUg*v0M5%+BFh%CW|I{VSu&E;l3a;H3>aPR%hrg;^^V)KUY
zREDzy&7VE09!KBi0TcGUm3WZ-$DH^D2M33y=4LfT#bDlwiO?H;Tw=A`YkHX3ZaMfS
zRDE(Vx!MB%)}M0yMseg#f^%bI<6##JD&cYUfe)B{9}?EfcznAvRAg`=Y<=Kl*XLg~
zcAgh?ew-ffU1`;waZygA_CJ>oZ5L_evn@E(v&Z+=(#?I@R?ZHAZ?`4L8XJ-3JboCJ
zEJu$p#(ABBMeqFqYq!k0c~Qz8HxB-Irh%C&6e^Z|{y!H1m2tlMz;XGoFFhF|>-%Tl
zt{vk2FZ<Y!3YRJQbB6LU%|Km7%g`w`Vt%b)ko1MgQH9RHtz&!O_z)7SP_LidjiY(G
zv~2DZlDV~h0M9UgLjS*3iWbFnaLV`dJEMd=i;zD_;@8iNV86B-qLhVQ<7rgeUh;TH
zj4gPF@2`_G=wSWE(7o2elvgQKm(`|Z-*c5-fZnj;`JWZGvjfOD3uvjNru9Y2`f^-)
zlGw{6siLYLjp52v$pG^Wy$Kskww@Lymi`wEfFWiL&b@r1A;w-9K<zuj5n{*HEYJ0M
zm?wYjhE>-QZtKbH&=iGab1qNpubqB2)}JExjt`Ei><%PPjMCxE%R{{$Y>)5O#mD*d
zZEWq4;@szU(*47nw;`o0Co}teNcPdICHAgEm0p{KPCnYa<-%RrD3ZQr9f2Ga*)`CN
z7GvGzoaSqNS`apGEV@H-*=c9<arJ4L8}s?Xis5ognj^2S#7tU-u=3LxQbk?#Xy>-V
zN?nVat?1rgllP*r4{@x+8(S#V%kFS*Q#3p>u~w!L!dTp*@pnSu_i7{Y0AgmFckR`U
zFS@mIp`_kq856PD<D}9XsWn3qG6B2Z1H1DdiY=W)G11{{OYxGZjA>+xzw8vzrw=6P
z9JXUzX$yH3NUn+Gw{;!z@{n_*@clxIMr(YVyN;o%F^jFmmp(}&*}El=xbRvL>nm$U
zA8*g8cFIQe7N)W4%=R9Vx9`^A3AB<qr&nJQ9IU06W^`v#eB_Uc>XSzFaF^5iqH(Tc
zrFMb#5rHZX@t*8HgCg3OyFvWybzw4#^0h6tR?Gem^P70qrwwc!xhOsKg^xWH^5}8b
zX}dNq&u_o&!0cj+j27OEi&qofF=di${OZ}q*m}o`NyhfH=z-=9{)tJ~!8#AUoJPfH
z*62*`5R+!AZlOT6Av{cID0A*l2`x%p;A0QX@&--m@#omMM)9<gHQ8Q)l8Du9H9vC1
zU8P?Xy;Nfz4l1A9oTFUlL8bSdl<g6|YgZ{=!x!ZAMtj}U9dAo`Crf<j-Yi&%T`P%P
zdCTgyHJ(uOqj0y=;q>upqs896+hQ*42FjniB}%1by3#%l#qDn@_QvE@jkwFZ$aTKl
zJ;31`L8zg_S6p7$wsN+$$8eFw8#`NYHVb29hRZguvT9-^WtMyLC?SR3y(M3BU9R1U
zuY0n?vfuYD?>)2>Z(qI!uGl#+631no@LXJ}b|h;1E&EJBq&d-%a4Y&)-{+f=@&g$<
zD-vs;jXK<0JckF0pY5(xjXdS48y4XC;+fkeoYxb+J=8|+TG1`<u3Y$BWny61yx|g3
zav&mg!P-Qd;ETGVORoMo@o;uEC4e%WNL&a_IbTCnF?J>H&;Fd~KEc~a@F<*>;rU>*
zkf_6uJsp*OKmB>%9#qx=HktgUwMB|6e)~wVM>hL#wvW+#h0plzZ|R0kO3Am}n9pVf
zhRs4*LCxqY$K3jw(%?=O9;+Fv$iNcwdjo01Rn2{@!IfbYX6&u=dW%o#d$2}z6CXo0
zmft6=l#z9=K?bOGuhza0#36r;Ow9J)Zq8v$ZtD2l{HW>Swec9=CnbS>_II|qilq3~
zG8P7|kk!NjAKdYJ`EIaXkL6vPr9FPR%s69^pIE;?G(~ZDL07OyyIXvTS5CF9iY@c2
z#qMcB-}p%Bf%#cy{l?@#LxJ@NqvVqQ!48j#HA>T_@NJP0Vts9VbMl}2<i%vWG55Mh
zUP?nFG9i7Y>l@@PkFk#1YvUf()6Rxe>fe4v(t_-rf#y0N$(54JIJ9Iup>#WXhP*;r
zKR;|m_ewWG&u{U|Uf5X2fG6{9;rInDKAX(X%5in0)J+@QO}-F3hUouISm6twp$(32
zdQggv$<>X$+~~A+F<0sfk#~&_xj$akTD2R$b7XJ)D|UGJX0OzlpoPK9dQEp)I4$PK
zIwUwcIw`f;VVwznL(%ti6Kd&B4)Gq!(R2Libi+=@Z!N+jT9>;p=aGuv0WVv|3vKrW
zl>NdqCf$ec+T&j`3fjJ4$EYs6GV3K&UY%96mYLqrIDpBoo2zCF|I<<WU|u(Y@f1@A
z*29le)<i@=`7KrW5tGIlc^A6q0lCh-3jEaxJngazQ{~;GgoFJ97QCjXt3N9*Q|fc=
z4x5(0KGsO>@%o(Ryu22d(-}xwFt&{E*qcmg+w6DQh!K)kUQi5mbTp8puCX#sP7jB~
z4E|c#J|yqaA3`B7_>BuXsp`L@7Mv-=zajGveI1vnmhxgQ_YUy#S$(-846FK67IoN^
z?e#Ya#?t)#NBMBSX&zNYh}3nXH{4ks;N_cId*W`@ne9@gq_=5t<fOkG3VNJ!u>yhw
zq3yNk`H%b>9GB^0@Z($hLgJJ``_1{X^F;q(y>oaB?aKboxca(VTB&P2(sGq(OF56N
zwP?p2Ei@DLrP_t(S%g^m*a7^=6=4(1uKfN3nCB7%uGBSy=?&K3&Dy`UG7m74$E@%#
zL$tK{suw)9Wup4y7tE@rBhPqS9RF-XFudcO<5*oxd>bM^kohN-DtKE~H9fP*VSrMW
z>Z05HWi7P1A(v`x9q}ZV=3~)c6TJPdR?QQh!OWfEIBILEVjCfp)LkzV!~2fbuyeb2
zZ*lkJ=hR9y)wbVMvZ}DV^h=7jpqjM(I3?vzs%0s@e8pp$$gi6aNn(RUhTpK)bx)@f
zs=qwti%9X`Y@b2veW3WID9&~_ZhKwJU*mF`&D|GL`MJ+fasOF6qj2|tw&|+&wU5tj
zg_6;co99T;SsG`8xLX6JFQ?-}h=ke8ew1{Z`MoFxg^5*PPEE$*PbqG?WxZ%(oYH9N
zv2d$?>Gyta18IypfzGzu9gAz#%((a@Yu%V6bGq5n$4HEactb)0%2!V^nCb9c5moR~
zk%<xdakL{yEqm$-fwUIXL8z<}V>7AB5OgA_R*+beFVgGrU3JuawlP<6J%-<a)^w5e
zPI$o$6O0u0qSKM^lJA=g>#=VP2h5EFs(VYj)F;c!vdLB&!lI9KubKUl4T#t3_t1TG
zivJ${An!Z#3Jo*NPwD#2D$bZ>;%2|h7}{|JP3EThmlIb)YX}^&*9$M1@V;B}_`5B>
zYDMPOvq100$PWi9l=#<#;@v3sh*hgHwcF<gg+<A|^);e$!q+D(l6ubd;(ZogwXZ#)
zS{m2!W2U~ug?N|F8LysOE7mQ_nUPU5a@svAX-;RWn=ymFG>+bj`uK}_{zJwsiMjpj
z6-JHdR!nog2fG~GkW0zPW~1ex5}(EFCuR<Vyo02w-qiD03|Zx1<ffpPGL1bfxO?#^
z?IuSPxtcceQK$H3pP;EVeTXy9ics7OHlq*LHODP`hS1Y8MN_$R``tZ@%sfejK1Ajy
zd*7NcmR~pb^Udf|?>|g0D7|PIXX^Zp|Ex$Sw;~G%K9SST^!KP=OhK#|pXZ#G_$c9A
z@VHQo_<YU5Tjk0{Wg%y*2INWgA98R<nZC@4jDE#ZOv6=K2s7r}QzIdGqp~=^oDzqf
zwb7CBK8Lrgivu!ck1}I_a>=p?nyRIR8q~hvRUV-j8t#5E&-#?>;ON*aarAn|f>zP9
z_vfE^DV?u5v7e1Nd|r+zC2nNk>o&jca+0`Y@)~7$13i+Pen76tt*^JsSkxRB?Vh2x
zq8aKKW=-VKC67tVv0&6fz6KiYFRQVM?+~J&{d1Qs<Z&`Se~^H^fZsIL#zlA6CmgKb
z>31p)L01J%kE)<DERyOC_AqMUd#z1syL_(-SvgbG1O{!<SgqdK2wFd%f#$0|*n^IG
z)@u<eOvi<qOgyk!X2j(SvDr3tV%&=LFCKY++0@LaX7fC6Qsp~hqkc8g$dQBKymOzG
z``fPR>{j#0ud7V`i??|kJ)GMo8aIu%TqD;wE%*8vZMHte6y(fbO%D>0<r!LITb;tX
zmquf)s98n3O<i&E&&tc*7PMZM(7d~R+|Rz)%SYnTtY(I=IA7m-Yu=!!Vq8uTE~M{L
zg+YG!Y2{^t9leDk?mknUMWvy8LUh27hyHBXcJQxP(dSCd8$Bea6+G6TXV;ZniK@QY
zm5XZ{w7wR<9MQ$&@S)h^;~51XIeI7Nq}ZaLI)hJ^X=cs34;+YBp{lW5wO3DDV6?rC
zjm}9oNDQG34gXLg9o?hy$wS~1#}yU7;)g-EG>QFotv0&{405zXN_m-AcD4oX^zLlZ
zx@hl?cu>oJF4<>C&fndvI)-A<`8?(8I*MHyj-To3!B0PptQ<;CU)kyWl}#fYi6sn|
zHB3jC`pk4`ksPdP><K*b9>3dkgY6e=_OH9W^U5iWG&!=O@AIZI7PmNbcYTfb&b&(R
zZC!(t5(jD$X$~H{!`gL9%qSV}er9UsAjS5<{4<ZK!0PW8YI~K73068Qva$*zu3uAa
zAF<k7d|<crR?_j0!*-Mp4-fvh=IIoZ^Imb%oE^th9XMjB$ImhJtfs|-FI)MHd}86q
zAh+d*2UnQA1`S~kau>XCjm&~I+1N@uO+#bLc?J@td2M>2YexK<8@>JV?Xkf>{Ijk-
zdpsXRH(;EK)r?2X!e711n-zZ8nRGOlw<VO!Gn1KTY|9t9x5+bST-akFy=-}Ix76@F
zu`~K)F=Z$Lh;!26Wm{KlkBpm-rNW4L<%TpH)nGlrY;rqQ(5<MupWsZbcdcvtlsm{)
zIncb+%-Zc1fOE|p?J0_Bn@RTGBli8;m9|Z5N0q6otb@)|yMLDSQz>$3g8#f|*Kp<K
z^DkPuro{XThSs)4e{P%~wDX}q+T4ECy<Fw8pw()=*yu&{d<-=w*Vax|n%~|7Q)H-b
zRrC|jYx3S@fcKH$L;Gj!&6Db)D-6HV3w4$s(uEdp)Ns#lJu4OLK013XIXF#;wbVcE
zu07}F{y|#q!}F383j!HbeU95!DG%PDP4fjGSI)d>EWNPiJ1>4-K-JJF>4g~w-@qTt
zeD~0g2UgvjD(KkTx8=*_SU7l^Jhi_BO>~la@muswG23xD_HVFxbw_^nQZri@t~LMh
zTa-&HxmsYN&)(v`$M@IiyPw*#18(^cH3G(?uZX9-2rbU2dywZmQ0kt-TNdJTbJMJK
zvLdZek+DCA<wWtZmz2WheEjT3t8Sl<->l2#YcuLj67KkjR_k82rP6zH$|-mi$FF$&
z(G9rokG5faM}wtZ5&Gf3`8(=J_tH;RUMz0A12fG|EUOE;RXmUz>)BgSOi6eie3FmN
zzWuuS?i_RYutpzUSg~6*??T-}Raph5fgY2(@4{~i?c!4Cy2Q$uYie7^`CPU|O$sc?
z+}7KVtS=Wy?kac;S>&#mSrh51+bGtn>oG1YS#m74^LHFeh&$Ql{qEUz>LF>0c%k`3
zX3-{*t>*cd-c6g{r2EkvblsSM8igxmT5iFV^({<~vbCS(*5u{b9aimUI^vz1I$cuY
zVcp#`pUvLRbIM8XOLd_`af$4G-PlB>HD8)HC(adliRHy-OQ#!!bwwOq6(g-RsN#Z4
zjrX+?9J)IvhYYa%oa1vu!Lp-u5B+*r<LD)uob)Zk^RBl!TZe=ui}UKTTds_2-Kkj{
zEYS`<z}r!r_W<*}M*B<Yh_eb&^=E(OUkBp;flyW6w=yGf{yOeHMeKCyS<Ux9eXI8#
z%WQDBvrDuV-S9M;!(F|GNg%He#*X@3XLXr*am)Sv1G2-uON}d+`k#JmDAX-t8@2H{
zWiaZ38y^b|`jsZ9Yq{z&HCKe8K9ys+I^*9t@M{iVH!faK8(7P?{$3(kA-ve}jUXpq
z?Qn^04xjEP!-tNv1`0j(4yt8nk-l`3n6dYVTkQDK5${|<D}2(ldecGpJz_{qukgxz
zVvlWg-#Wq<U*lMeP|$C6v}Zy-jO@==C*d$&52$NA9Vmj=0q%}kf_=W>9o?AOXS;d$
zjCXTyX8-6v2xRUa9)HUBnDL1shT`?2L!IK4uOxq<yw~_^s27KA@w#y26An3+D`wX{
zo*u-T#N9k}jAUz7@T+rG!Yd!YQq7cqkGdwV2FdnG3E^syE#ofD*328rERvA+;L{Zk
z9j;>S2@CgR!?&UDg9()qMfhZK(Z?;lwO;*EzwdTV;RLCtDEQij^%~m&gVI?GsadZB
z;-^$+d@w^zq|L{221CU47ahXiw>RvwsHz8l&${}|EF^ZAcXw*w=T<z8x{Z?xDP9TG
zqdR#*^WJ{s(O1U`>@Frx@OO>{kWO?ON=PJovk*5nh?^}E^XOgq`Rp1J^()$^Zl^7L
z1QDq2F)%PxY*}m8d3(uqUfqzbSBZa=u4iK#8BduXWK4^?7l6i#_e~PAMp!5Bdyv%K
zv997vJt&@jAq9hagILvni(U4SNl8hIn)^^qoP~DvdixjW!><oqF3)=8k>@rcM(3J4
zK{$45q0eV-l%#b*V{-e*nSbOZu<w5fV0l@calBZ^uTN`y?7NO^3|xO2TmNQluW!>g
zYt&f08|q^g(T8Gz_o+9a1>N?{h=)|t>kElrg<Su;#C2m|^RunJnEM|4{-+cNqrAAN
zePx_61DVo)34)9$^<&)k4uO{TRX_sdGVLI)SN4ngporb~(B!T*dXZRzN^o4fxi83P
zTIR)n)6(*GwpQ@Zwf3MqK{<_M&nz$hJ?VBOG5Wu2Zh37Y#2n<hY7y7Pgg#ppkXw0o
zlXf=<@mtA=1f9@wj8$y9<lrm0X++k0Eb}i}pJ^{LF;v%aDdflJ02CtIe-+q=Xxyl@
zi@wN@8+3d2!4F@{Ll=;b|8cAGTNY7g3tTYESl)vl$+2*a<p2AcsA(u8NcC@n)Y|mx
zm$I{S=@D95GG1~w!>l#RswXRapu{?Tq{f3dgvQgk2pYc}u5!69B&0R!x$?etXVaQR
z%vE`JYb68<74Q$<kz3GyL?5Jn&E^Om1~xV}5*H0BD<l8l@t}sJ$>vC6kCsu7(5Po}
zeIWh8+&TWXJ2Egsbw|fS_tohW#g2X)FgUhmEeerux0i5icdwUuZ*R`FCqfB=DTS7|
z{DQ?~K-1z_J^9-~wy;X0D(CrCQq@9~a`Lap=;-WBwe;EfvQbS3hXUN%duE|Wp{(xH
z7dhD3Et<lvSq+xv_V?U-?X}V>1iJdi-dw$OagVj>Umq`T60vojtZGGO3bAfeUp5Kx
zKBw8(u(e*)ED)lv^qfVZu4QFp{QA4~Bi?5xv#3p^IqcKIXq^#d)Td5jYq9=Ay!D^2
zFWlGq%`uxZ>497Nslwh{<#BFP=fug~Y9iiSuD{yUs+?`bHzqzkQdHC|vHB=FVE5H`
zk2^89?9nh5O=#Qv8^rfG<KuPekJ&Rkx}Ux6T%h>FSG%6X>M?f{7O7=n91-U~UY50j
zy1+#$_dQin4QKRJOGmZaiqoI3d*)$2pt7&}RcC-H&i3YJ%YC|H3D3Bj!+}cR5(T@1
zI?Po$R-=f3+=CNPL75$`tE=5wmRD;lb6tA6y-gW)pD*cqEF8}V0=aJCGr3=Q^y;)q
zYD$X5!bnY&n49A-d|-Q_HaFAFr>~~kVwo2U8X6khr@ol4HuKd@PevMPIywComGl~@
z@hBVdTv5n1sM7RUo9mF=-8$8~*`1@K27A&AHjq1LSEayc=xVGzy9C>3wZ1qe;yCd-
zm{pu9?AGr3I6boWuu#1za-UYe)ACIZSYzoP^`lT{4-aZQba$_mUoT&7x-RIt_(afd
zNLxikWs-OFX@Nywo`L&P17it>s43T}XJ3;F#xoPZY{%)cVM^|hWvh4<0#Qs0ED)`1
zL?I1VA+<0T5vPZtt8+#8ETwn}tI=Aoie}k$v85lU0>+Y|3I;0~ErOX%L5x*4gtZ6E
z1~EQY{S@#3qE%<gn=1-Y&ooPDmcbgV=YAJN@tX%L#@snUnk`?4*C01ujkoAbk*nO@
zp$eKdosM;Ex|SA0h1!BD*nREB6!Z4lpnWRIr&q^3({8wOa|JJn0Ts8-y%|PH1dk(@
z4%(>^+G1g{g|DY?9zdx}7@vD-TA<yXrEz_Js6s8&X`9>!mNcSDp6&7T&hy#XkQH}d
zZ4aPhW|!OD?5isVcTR}M8ENS|_?O!BUy`ew2$f%j$q|u~+@{+aX*fF@TdOO%z50pW
znwih2R&1JZ_&~rD9b_YPYdtG&@$-|1T}EfX^|Dlw1E98+S6+UHM>}8Ys#2Vj@Re)V
z<U%BO%9(E4Osg0|Q8CW-@8Q-j{J6=Dj0{dwQ`4EO?7SmZ+s%WDu!b5>pC&=6j;+PY
z|8XR*LD<KSi4bT4SH&P|bbY>QvI<KOS-GHN9-Au9SEHUR8=^^Fo7YfQP5_6HE;4KF
z%rmIkE3)9vXqZuA-RF3U1|{`no#`b*1gg+y*E_PYBl@;&XKJJ&Q{jr&YKLs)Oj<O%
z4(|IdybP?|GSr%gG3Yjjt!jvI2}b)w^eUY)A;7T9iA;v6t-{x`6Z*&ZzAm=txb&V?
zd;n`-HgD)Uwx5H8BfN5y*}gi_gH(Z=<l6<4&w~jZNbPIQtDYBl_Um}f=4|%e?2vP$
zTB==$FXLmpI3*^|gCx8SAtsfi2Sru#Tz}VMPyo~it%u4T_ITB@&#ZPSX(=iy{tk%Q
zgW}429Zj?BvrF;emBckPxXqy_ex2Cfp)Tx+G$^w(0G)Ppvf}gSv$*)6pdie2`$a)O
z<bMjAiIGO$4jcXP?U>~Wxp^p9)`7Sdd|o(dlT1XycTc~0yuoZk@`^#o&JNWcjQ&?K
z^U<%85M{=HzVBL{>7o&_n{H3^_NSLa0s~?aH%)%ti5o0;NUmM~8}#A8A1P1jd>QLl
zGE^I*1S~^!%j|O1l*9!e3l<>(bQJ=K_15~*CVXJQ^MPr=bv+!B`X^V>X=!P*twN(t
zM^m|5D+qDf;QQa65B~Y)R|1j8)ZF}_dLX0(B9!}jf>}hrFWX;%oO?tbwe;}rftnLR
zXLwYttgOD8O0KrcxX)&$dqylsyldblnGARts3U<dL}D`o0<lcJ-m0PJQUlYCC%&wn
zi+6i+bh`52>6Tb+h)I68@6FNK6Bq(TSp&6nMY`$FQ0lX8ixCdK=oY#P3oQE><v`Dd
zxC@vJo7=WcbSvu?wsMxsz-1T{ykQM1MSF(39Rdhr_lh`mu1L51c_QS0rMeK|`Qonb
zat9Oa;9!Y0f#0_~S5FJl?#k!I-996qOsLC>JpUv0FraZSDl0C3-*JlGg8+B!4<1T)
z-RyL9SV`Y-gT#?C`*?^m6X@R!^paZ%u=dljE+ZXP3$@urc!@z1Hp+56xpEj_n&rw=
z>t@|9RT2r=O?W(oSiViA5Rv%1y-CK5xDjRwn|W!eLgSMKUR38u!^2f;^Mk~XvaBlL
z7fxVL!)}Dw;4y_zC)m$}Vhafm-ZNEBM(FADhCu|?TWdPl52?byJ5CsF_Tv@3xuA7#
zcgq+4o&pnD9GZmT!&aaPRs+SBd;IAeMSgVE9#1`CkCtkapxO+>>Qv4ZHaji;xobOI
zsj*N?&0AX-UHDCaENj(~<iEVUe97_bRaC;$!?3#)X)*0fg1)ZI(t=LY${~v?;2&Vm
z4`qYTcR;2)kM|+>Xw7z|hxFzd5Ied~UBeENg7|9NJr-)xO`9Vs^oQ21A&f)R`8-bG
z$BU^6jkqR5=y`KQSj8DqKI`ah$<68Hs2j#Fn@0~*;<BCR2f}AONiKH>YrU#8bF>qg
z?aD9CjoOG(S|FIpL%F=5dCdeDY}pvf5gZrz>8ete+sYJ^kX=kBIV`6pq{OPnaY)As
zo_Y7W$6%=~VvJ1!Tg6~vn_xmUBlC9nIB`~dtk+uqCb)G^wHrE;VDj{-fbD=lq)*`5
zTz~S;Hr0BjGj&fN9SUV`yusBRPrHN^*+pGQtFBPlZY@xH{P-Pits`01BaGo1<KLat
ztt}V}5Zd!CF|(Gl$if1CM6xV^#*EfzA>wQ{)_JbTZN;oU=;cGV;ZV$L1!?J*NX+WV
zP`S)$x&tZ39o7=lZyGrR=0yAGi&=l2PaW6_OC;d{J*!Q*asqWUvT*Ha`Kayu`qKDp
zA2y!1W>vMTcYJATp>EfCt3okWg!RQQ)<+V%Tj-j#0c&^2I)a#4b@IaK=v-EoJ9#!s
zEj@VLoKP9rM<+Ct;6+_?8zyBFtao>|neIGKFveTLZ)E5jsT6a8g`0&)uyTkkRN(24
zLmXGGREn7wXs?152W%JZMP;mCdU_~A1%<el(|~2Vo7jTbH!%?rT|%sjVJ0CcEb-ya
zJ}lq~ksZ%5f5zE2SK}7%q}dLZZZ6i-W5(YLiP&A+0$fWB79}m}c$XVe=K71s?K1Sj
z-p=vwj0^*hv2^m34J9c_Zg-ph^<vj6GJB7sE=?zgFnM3eL%bf{D){!z8x`1#yz1qq
zTd`ewST#e#I4E$ZEsf)>TRz{sTf?t;!@!||!5tta2FK!J0a;qaZ8>GcXV+^OjMRNH
zT<g0*jibDRLeC4DgGbAdJ{-!32X>&;HXB>FqZ`D?rwJV*IBz#MHw5LLJbBV-7}Iy{
z>Qz~0A-nFfQEy_wnTNxb7)-}~Mz>rgFgcAHcTA+PN8Qe5_Law<6Ck#PFF`lY@s}u7
zb#?Vw|GbqHEB>FSWSjiU(WoWDr3HvUJrL^X7-_O0b0dkl2TUCRbtk#cXrVxfy_&@4
zv(>@jxzCS!|0DbMg3qoR;Jp&l<})~+(M$cMwuAcKc71uVQMYZa$`=6Yoex8A>K^<F
zfD3R97cXxwY$<ElioY~0YFJ!c9%M&Z1WF+IB~?Chwzx~N3*tw;LCq~HJhQ}e!!ZP3
z!XArm6V}at@}kmd1`r9Ul6abtF}=H6y?!JZ;+gf*-v-3O=$ebN4Qnd#tl_ZoTp}U^
z$?xU|%dG1I=qmrdy}sq;hC-Deaz_aR55a7$JJeBx#s@X|d4CKRTaK?p)=Y?~*Xu1-
zPDNRtA8!s}70&{XzY77BzglC7K}$c8;ku@)xKX)>H{_kPJv0Yg#f)Hq#kW_xtcJ=9
zkUy@jI@O(tw;rvnLADkANk%?`y91hR3<g#q>2`!&Q(JA}$L}L!_H_YeSe^K!WcBUk
zeqMZ_d#wM^kbbUyMdxG%1jas-a(s8DT2H3hRR96}DdcM**?E<ZfNoU>9An9<@u18C
zz351~AA}hE4B*D2F65>O__^xd^#*doo$rCefbz0VTz;_5T~zE7g5-C2LgZkW=wP8~
z(Abe##4OJ6>OTbf7^c%+#kRMm!PazU&oxd?Ww0|m4#*q})x%?$j`_Az#rERQ_sl(M
z3d|*zT@Pdejv|i^i;rLEvp(cP{|nwrtab)#P*p0i{)dK+O+p`VbCF%$wsR~1Oz&_l
zq^}HuH64>cd%kh~YOkKXTg%lig4PkWR8mz!O~4b~YS#j2$T^vsp6>Bjg0DGcTnfpI
z&^(55vjeE=K39MfTLUPP(ft0{B^8LA<k8)oJ_kw}Kt3*Uaq&Ncr(|CuxeW|#jp=N4
z>&CSO{j6OuQKnnZUXPXL<Z#Cu+2!aIU9l<SKZsKIyj!=)H?JoYazs58b#j`|#7JCn
z92cSm=4=qx+}zv+AU6vpr-V>c$b|ytZRg_&bmpl3N=$Z~*P2cU!N_~V6hrLg;UqkK
z_^=(amO<Qgu<+L>E`RsN@wp&`tA;XSU7i-i?zJ%)dABAyv}&bIRO#HgbM8AE1Px$$
zWMZFEK|ukMby(ddPDFY^y2ysibom+Pa0FNgLg1`^=O?lg_mctXVvCE57d5%1U<8S)
zacmNv+WYr|_3S66(H^8{RsVEFVHKh`F_6u>9f)b3FnY=Ya2hM^PZ28I4O^F%(7gwx
zOy1{p2>4g=cxfWGb~8)FY5GqA9`+YA>P3;eWqv5)oXp1<0>?X6aa|t0($(MQ0I7q=
z?$*B4f}0F|wlOuUo$^5P3g5ncE4J2%$M?ZI7hCmk@#qxZOOJ7Ui<1~TasgVTv{Y3?
zWzQ-AJA)K07Vzn;LYm+*a09pV9zY*wU()hEuXs-cXDx<Ku=+8hu@AAaxnW_a<Eh}^
zM4;zuht$8FW?)F2n0Q8>?x>%PXjKwhdL^+jamou)R4~ENZIS^u+VRktGVDSG@90K6
z3_y8yM#e+D*vdOa(fQ&dDn4?$6^^Mu8D}xnIB}2eB6Fqp=lCD+=oYuTjC!RP7YoGi
z`DS!gF{T|NuM;c+0<-(xoVp58QhoNu0N_n)Sc0SVdr@I>?KH1f?%TssALaY8eeUh)
zED^cHisM*lDI9-U<v}3@xNsrqeEZ0SP{H=2%(ovS-lApXl?u?vqBTlzAm7-pc`-Kp
zx)zt9pax&fYN&B+%oheJvzE_^_O%;7Co6y?TFiE5A{i1GSQ6~wK7A6TcrpY;QE!Aw
z3PNfJK!3Mv$T6t779l-Y!y0{3)R|+zvJv(uJ|J=N;$6T-Dj?KAUs~efQ&+;6R9`lD
zwfMjuB0@pr?IEz_V=N*Q4#bg%0ye*IY=gw~k1zq05+RxhaEApH81|;lkL4L=-nRLz
zJS$P<ve4U}D1)dMM4)(kC<2jF(;dkYG9RiCG6|i1?Xbfv-R{s48IX^qQPtV|T5@j<
zZN#&hJJpb8$-hlPEFrB70Hy${XrTEtPSU5gu&78pm<~s5gKk75n#B3cq(-U(ivjd<
zjfba|_#5p5VL%>MD9x%jC)2RT-R*JI4y=f{o$>i&U%q@{CGrh9HuJbI)KCPxHl0fB
zhIPR~Q(3*&$MSg(xPra8w_JNpI`PH{VF00@KCzUMB%c5A{rT=(GSG3!7Qq!;pf_0>
z*%3z6Ghlx3l6UFZOihdPFQQO8hdfY+aZxlM^N%M=e!DIyIXYeeL^RvFFK=^wJOtCo
z5qT$$k}i9(8(URgt}Q1g$Li8{4v-9}Rb%TF)fZE=u!in{HO_xRCnqHdnEX5%LR$g(
z!nVIK^)ca41c!V?`PNXOsXSmbC0HIcNRY*rT~`d;XHt!`4BkWuT4(7LnSrx=)I=yp
zgY!Wa<i$Pz0nq6h7*f3FvfO9usbO$}93WHvRZOPKkk0+9j-Y&xaB=TpZ>L>aK0=wd
znBSV;(5Z1R$*bM8!jOjg3Aw^x+r;($={6-Zif=WzHfy~clc3czSG}Rafa8=!<Gvgn
z{*cCQpzqzV<Mr-kaWKiMt)VIx`^XKEHuTN!tu+U)d>FKpeM^Y*P%ImEj!qULAPEoF
zaJ#Y<edoNGYyNk`UxS3rJ*eXuAB?uOxz8Y}0g*Vz*1*50;`_c0LkewjvVmZ$@69Ui
zUVKF{MmtT!6%DBx!ffm0B@#S6Sdv-cXGBh2cO8`^io3sJ8fh>^zFh*kQPDUaK@zfV
z(4GK`f~i=q84nf(!_G$;hPwb{?gp$X9_It9Pfgq9{J`Ulb*wQ+iU)L6**6%9sB<7?
zy=hKaQ;5E833-_bX3d7Zv_2$Bi8OH5sc3?!MHx{MxMtO!@M3gQm-|czD?Rmj+FLWy
zPz4t^cQ=GxUO6y~$T;`eYptJe%D_s|qv!QCx<}~c7@m3`M_st(FXn4AT03mL{`xe;
z1x$PM7GUyXhw%s4K_Kb|SJXYwAkwjb@pNzRQ0jKWbw_~a{aIcCH<Rb-V*_>xsvGMk
z?S=C3W5dtu=_EqPLa)NkNU+a@sVS=H>PFdBFFlAP;NCN*N844(na8=AUBj}kD+*7Z
zj&#0RnXGdGf<2+n+iP?6FsCoPHvJ|fQ^K-7Xry~Hb$^sY-ZPlG*YM+q#rIc-PcTZb
zyBXL|f()Vpq~^TQ$ht@R9exCojpgk{CA>Vcv3`|W_Tgg|!VSU0{S56=>g?n;Vd^Yl
zj#I7C=^%Unj&BntoXw+ono>Nbz4MB`${JgvDKzZ#sTqyv55^1c&H*)=Tt<Vup*^b-
z1!SsXOCM?s^`gJ;R~pv`%s@VHUfnTx{%!vwB_%!=yjsRt{~ute(?DUn+G0h?4U9(9
zY0-A7$q(LtR~B7>@<KP{mgibDDCN8U)dzoUNN-iIv~|IQ&&;Yt%mT}Gc-OiBIO}0R
zRJqZIgOzu5p$WKs;jMtf-+Q>XgFq4J9)(B&8ZuUD8md6kY#tcVQ~LE@Xe0yNb)7+C
zE=?&u50FJ<0eOXh?*oy-fW&GR;ImCMLVA)7W*s0JWq~oK_0~s%nGGaU5SjIapkxCZ
z5`_#s<^^%KS%BXGn3$a#IVq|NLXtFO3a5$^XTaS8#^3kh@TaaSb{}N({G+90q0^JC
zrGzvazXeIB>00_UlJtOM)Ql`s09ms8qEJoTDOzXG1T}E@imm-N0gYmZp-FAC!OiZ6
zhL!=t>M~+u0lw9sKAk9F{WfS{mkZt{cchId0d#}}CKZw>3Nl7yUKOd*w;4@;(eyA|
zC|Pd-WQOupcW_*B;K{lWK{8zotB843`d7x{p+_D;d?W5ep8ESD^ylv+Oix>M{p_<J
zELA{=cJqBRh~D8bF*Z#bex^VLkdFJyPH|vEKoz3$fFs`MYbgU;L3lUso(Vuxu*rQu
z#5i<zx7Q)1`+1Yp6ov1DgVpj@PG3R}91vpA!H}d7-3sCMn~=XsYzJ?rrl!sS4P9IJ
zU_HDWL4)E-`*7exy!U3~B(GxPXX_IgaE4*n^kcPh_cbA*KGPu|PHDviKnGdi_QKxB
zei98q#l%&A0w<}`e{ODOR{6M=f<qVp0L1GO5{Au@eDvjp$P25gsuqJRHUGPyerXGA
zZ55GwTTUEKg*QR8*sf^%+8I}b=x^eEc9KD%(L>HwKrm19J4nwZDynB`X*oMoQKXrt
zf3B1DHKg)cptT4~A~`rjM@40U!vAV+=-V3Ta+V+o1k+A{R0~qFT;;}8biIC2Cm2i1
zxR-?cY6gf_$%s<{$WVi{kJq~-d;k7^&%i3s05LP2_vyt~Kj0LE*=L}B&<nnjgIo-e
zB_HYCS4n<=Q0~wiA+<xRL2zbaPMS$7hHsTw(CYLFMnNQ%jz?lLrhM+ykzhQmOTn$K
zG=*sWT2s28TOkm~dd4dv4c+As+Z-q0SUnyOmf7>EZID(@Zef6@W`e#Rb<-puuWrXZ
z($?hXyAI&}PptSJLbw8*oZxuEZSMC?L<fHUcN+%D0>ERvxjJ(<yS~u0x%g?rksi>S
zsFa01*cLj!F%S#?QtnY6-f$u5BMMt^<2J%BfNNoZ_6L+b^%g;tHef8EubA`V8PA-_
z%Fk~fcdG(+lmV(9QsaTzP9hlp3<!Ogefx}f%m3`Hfo0v3E7^rLlH4Xp?y3MyCj&eH
zJ0~quwNa=ce*s^c;mV#R0uTfd?x16p=(y+;SsQGLB;#wegg%yc8*G4CSQ%ye3|wMy
zA0lD9M5batH|z)#M{24-`A7xmCsH~&IhmP|AO+w*ttb7i-vNky;qGg5$Z?qsObabv
zbpoPiLr2WfM=T>=lwnnmPsnWFy*nBUO440n^9)2+iMnO_cAVD(e5(sQ2D7_O39K-C
zF*8_(y=^-%;lL<t{||tJ+7a&<8Msy#*d+#(Jj7iLL*54kbs=%3U^+z-;%Exk{|qS5
zna6A7;oJ>FCu$i&uE@^$!}TB7`{b4qvp%gP`G%7*=BB1@IsCUQ+AoA`L)k-vgbv36
z1JK|5n%(wy{<m(_B^{6NNX-mFh6OOiR1(zpu%HR;pBy5g3*N2H4{E_-otzuiqB+_H
z(tx_qk6S>eFJ*Q8v*$gNAXkeZ?GQXV?`oXu_XSiZu;BW*B0vX-l2{3%2pI>R`Zjfo
z-)YHE6N<Rz`5R%EY#`%)2|0+8I^uwGFkHEC(tU5s=iQ5qrjNbY_kB=q*}cIudqU2|
zxzKu`I1`69qx||U2#}VqZmSSEV6>n14Cm#`GQg;U=RtH%+yU;0Y<p+8mf^W#Rv9Df
zrPb*U82~F<($dn(ZKeSbi-}`_Y*3k}vg=$`qh}TSJ=vy0LbMDp(#VY%D8_XI8PlE`
z_Y#Kc9tJcDYrqxW^9Ts>7<LBKm;v#Qbx#UxKh%?I{{H>jq^5yFz5E_Vwb4x7U~9W%
zx`Ttk45oZu&5{IRqiN+TCRHF&KiB#ugYZ(ox(e|U28a#{M@>>eW!HeyEQcF6torhD
zAu|vmVj^S@F$B!qZ<VE`r4vgVM}I)jB!8u$pN6j^o^5*|dVOT&)VqeK*ZMAf0BC0Z
zC4`LZYO(XYE>w<+y1l%%^?<y{AXO<=ypVP8W7rA%irGUbsr=6;rLsD==*=OxDLibZ
zM6M9+y3*bwmFye62ikzln4A@ZvM&?|XhV$ccADDSoWIZ>2cz)WrH(TEZM*+~sQ9qg
z_!R_2=T{-1C}%@~4UlhSOHLg70){&qq+D%8hl1jRJe?@9H+Mw@KM7Xgq_g{zgcK+t
zTqw^TK}orNIVp9?_-yF2HkghE8I!yPFu)0lAHxnf7SkgaNu$m%v;nvoohJEZ9^i^#
zJ!eJ+hD>0Lz{Xu{B%S9zdvDHM#oc#;+AwU$-l!FoxW!4&>>(s?qzZ9pXNQFVeT38=
z*W4=l&J(yilI`g{ZmFrM(FMvr*mUQFBVP^0tRJ59TkixGJuLrC->^k5hj0rV8d=*P
z<h-+9(KhOohur|8fi|bKT>N1N;m&>W+d)6=qCZtg)eYpFJKo;FTo87K!vpy0^xZ=v
z@Z_uSt#BidR6_h$n`TS;4AC1E09Ec@(+VB&SP(}-J@8O+B_3h3K#Z-CiZ+OHfWOXr
zL5KiX4_jVYp$p06bh%A~Qm5;Y_IjBmvYQN$Ycgt;i5t-q!E#t651MS#H&#aYRzWfC
z5~u0GPb#tRW?3`mE~exJoz#4_cu@`@q{D_A2%PQ^b-$}KFCa4Udlu2&NnuK5Bu<zR
zlMDz&AIa4CZRdrNT*%}`P;gXESB&k37&|#J;ac-eI)ji8XBS_8p!llyY_NT7Ctmiq
z+mZG3M5=D7AhHX`K^_XzEwwpUJcx^c3Rp1icr5sgzs*VSjIffc6Hv0k%-nzdjOM`6
zcCaZU5apCYb7b-m4GLk(pyC{(w(di+JU|0OBQJ7z^9rN>^SkZ6Rt45jnMGD^*r`k5
zpK1w~$|CG|4_s;~yQR9i`iTZT%GZ(B4fW=g@xzlVk|}?B5du03VfGB4;hZZ8XbvJ9
zBAoz0-ZOMdKDgwcL)2Yw*lVa+dFbauYm6488anx!rpxWeRX=_Yd{z@qLJIPb94j6#
z?f?f6<K4V`A6ylJG-K#RFDT7*fyp>E^OSK436%{^GMqlm$;St$4ELfgNrMjI_4!j#
z=b5{-C5T~~XskU!`wT}5*{^NPr=COJ6e3&a5<1_A0&pS^)XVaBxsrfve~;SRBSn9R
zu9t>-IQe~Keu3neevsAm>yN1YI6#T1P%)Wl6J1!PMsGidPKjX93D0)&G0k1?8U;5R
zfQra55c#GGj{(wyWUUJ-DeY6bJt)rTjHIMXk=F^!itG^3o!jkI&OL_M+zyotKZ$+U
zJB`ZN=lhGUPJj9#2{kxyIJ{|`96M4cj^NQt`|;z4Z^&?gNg(?uk?*r*!&?SJnTL1k
zW%CCt0YbTh<WS-?)9Gm76!?86Jw6X0g(ZaKw6-NgJx4%0QacSWT3#QAPJnJGH0D9l
zI8fn?Lb)PL)8zdfiuFXo!4F7~1UAdPvXpoR_6&r5f$7OOh-;>`H*Uy4bU~z+z?3<V
zJ}rKIxCrm-@vw;xG#*_`r~)Ela+8y1%KqbxcV4}!B3%AGzY0b^4N$rVmi%ww2eUg!
z2g5&56%HBZ=cX=0sImYp4^jUSI1!l{ISuVVeMrepp0|R1pWr@J!Yj)?Kb{s$g9MJ=
z_hEW^I=_`>(F~CAUA6!dsNko_ox(NzfkO7#HMt@Z0wh3G3&`2}`}e8W`dFZD!BhWQ
zkbWG!)byaNu7b#hNZA$X$$?eTg4EHhZ^(Y&c%$Ge@K+fS3Fxf7E|tV`MFYREfHG5*
zs7oHQp-6cZ=13tf3}&XsWdS$>wEPH#lK$4sdOV@<%>*qGjL8Dp9}KmA-d1BTQ!_=x
zNkk$W07(gCq6CQJvq+WM^PDPDr-LjD;UNwYc;QHHHuwR<tY$aL_idvV>Za*MX;fkd
z$V$-kWQ@F}pk?R1!-o%#<-xH<@1UF|6{J^*OYq<QO*i(@a_&bnZOMoNNcCx_`QK`D
zLPq*O?2!7;TdxdEH^M7M{riZuuPiDP<efXSFe6mLk;Ow7K!zL3I0&D7xh}W^z8TA-
z`RBtQ$P?x#MUb&pkTyD<?*@mF4;nJ7ZyB!Z$F0|GA1o#{W6ASEMwSb41|klBU0tot
zm;utzf-*)=CB_;SPXSp>6Frcs>$Pse-3fcqtG-)MRAdtJ4jpmzN`$k_=Sc4N!ytNE
zLbnkjFEa^P94E~p7atLI`1=Z}20|iAm)0*s>bT}H4gpEYxs<xMaH6>IJhZtW!3SzR
z7v(BbcWEkTB0PGE`|oF|6lvZeGT+AS3a1%}`gD8P*CmyWe&%U(5Bduc_WwDxt;`U6
z$3YshkOs^egS4yYmi&tA^n!*1q=yE9@laPz2a;%wItML65MMH^da|v*cLjxiaMdd(
zGN}~a8tH!3L4zqQ*LE3kOE+taIY;7x1x`2u1#(}gIbxxT%Ri)X_!q<$1Q1UDBT&Gc
zRiIQB!LGpWdG^u6YK2qrhU{`kdBG8luGhZ|E1-TKX)J;IcfG-T-&mL((#6Ft*8^cU
z9m=?~5j*r59)E2MABr7i9X>@R!sls#7)Xq18d`?|q}<f8hT=mShqS?|SXMN$5Q-6+
z!fan7^iCt|?40d0dw#eK_2SJ4C_(I*mPHYT-hK4;IkxQmgGZ48o+O2^mF2CRFvvc$
zlzh6QB*$f6QQ0~8#`o*JHLoh<W_7NAx9+{+-MCBx=@Er`6>-`3xa2>->B`YRR6lF|
zkHI~9a_nENf8ZMMrLSd-yA-$B76`B?RQThm;~H2)12CYz4=wF+Z!ZFefzCg*Tl<3k
z)jufBo#Za%t>c=SSDg_Mz}-Swc^x7!pTtzTT>52`BSjD~+~Y@2R31;PTjAk0+(G7l
z;beH-!HJc`%H^b}%H^eym&(YIe^mIF%f9=@Yn8uM<J9l8wTdH?R{k=XzTNClc0E!S
z8_7bg9%_C9bY)X3s;-OO^ZM?iX%)p?`l)+sQq50Kio^BCmzu=(5hM3&&16LgVtTx=
z+VR@%$z%e2(5NGbU-7qhtu||1Lq0ZV7u%GvO%Af{p<in1EA-AIRQue0uF4Ff_!c@q
zkI%Z#i10#qy6Lvn?8j6R)uuh?RaDekh546JNlbyAkCh*hgdCCGHk&mstKoT2GAgb{
zDXZ2lDy=-Tw5`U-9Cjk74|&~trN6`YH1zf7HniR1P2#DVOg4PHy^+@n?q<q-@sMh(
zBcgL#;pi&gsI^zpD77~p9b!4(IVLh%I?6|TK+jLA%2M~~D9LH)V3D|oJaRHLcCB^W
zuzo;pK;)59#6ZwTY#Hmh)CKXTJ89;d8+u5Wr?2v%4Ur4M34c#NVwckz&S0))>0a;>
z_Y7Y-RZvOZWBp`9g1?>;#TJjxKfoGtE2VkiOIq(v7-A3?*k4wjbe}Qx%rVy+%Ag;L
z4=$ujEo2$3bVK6{qe_bd0&^=iIUZTfrM?pvEz|KabWhG(JG*8&o{PLJ>LP=|Chuf8
zwrsPscP=*%U&_j_a8oIG`RL^l{okrLLu)B$O0P+6-(1y8enn_ZKuJBnL-&nqVfO3;
zyr_SOb64>*+~{V@+Gj5<+H|Y4xrJkzy(E1GrZ`;ry9L_i=8Y)r!$=qEq0;uYJ^itX
z_)_Hb(?a1vgFvzQ5o6lZaXDk(TJzX)YuM&_9b@JHra2Vd?v<P%wX=rg?sv~#xK^3g
z(Bs~W<MD;J_2o(>oW~94O|2fC&upqY>E0FORKPw-YUeXtTjKPg&@v5}gqhq4m)-r|
z87<&+_eIwVoAsvG3cFkltE)0$gKKv-a8*iFPEU3wc!{kl&Sf55I`Ubsds2GyA5SX^
z_u*Jgd$XxTRoOId=A^T@nKiL7IMS8=iLE<f@PXxO^ol@bgV^|ZO-{m2{ij@V{MF&O
z>Ur_^)oI1IqKFY?BVDBO=winih0PG$z13#&*VThPpToP5jq2KOeC**nJDs)2xZ2i|
zKZe7n*mayXChArPJ~tbb8i-AadPPxUSuOZ1n>lMLdP{u9{@#SzSr;+9Zgpm2pWg~|
zkNDloD`NQUHT-l*HQuS&zhw_H@b`<4O0#DL-F*BjxEN&m%GEgJK$95DMZ!c@4B)a%
z;0w^{`^5(IIbi*C+tRP#E7TKNC<Y_{MMy&4t7FI?YVYK}YTIXx{F>NsoE!Q1U#-Ln
zjpsi+??tk&RQR9blOiXOJ$?NQDO~_>f(BGpQr5l{=yF~%4|sx%%5V>aDa_)ZZ_l+Z
zKdIZ@sRB;I^X8v;B<1e_Il>YWS{BsrkyN!Lei3pg0@{#Fg;Y&Ln{8c@VeS<|)_`^=
zH>9ZrY5vvW{y6+z87lFyK-)ke$b>}J;fF$IrhcKLqr+;Xx&q`zm`>Q6u1C`!W8*Hh
zx{TV=x-h^MzDEN8-9~*1Dn^WF<aBE`KRxe5{yz^Xj-DD1A-Ppw_#JiQBaVF)0nF#g
z&kI}@4563w&QK5Pl4i>25<Kav9e_Jt$*zB+krO`5BRStMgFJrx=E<kCub>EnLQP83
z|KD_IBeVG5gf5xK3&YN+$sQKMcg8)};>b8syfr2A==Hh0nCDu^8>U_GMMg!s!Y@Yh
zmj<8wX$Ey8_{(e5zT>ZY&Fcl%-apqu7V_iEf7bIq+R4>V3Y!o)FaF#x_B78FU#a4{
zm=@eA!7pL=V{0#)dBJE&(~NQSpfOK+cEm#A{AT}i;@Y>BT*<l)-1u3g(kd@uR>eu!
z&IHv9zUod@W|sFJv-r84SrP0d?5`GlT+UYJ)s*`4;<G;P_pd9|(WT|$yAR_3Jiak1
zD1Z6sCTIO*qe4_y2|G73#NW%l>J~bWh$6a!9GTl)?j?(_3vEKQaF~c<IrIZ2EKA{v
zKUKiI`H2EX#LUWvSURs}R!NR?l~n4DO7EF{FA=wAI*O1xNT4s>8S-&!ys36-$azN*
z`~H0Hd>i#NuU3++^-tPx+wD_eFIhn-)fe+$c8g1J3A>J_HT;j?$Ce7RR{vz;EPdCj
z7w^Ve<t5Loz~gBc8xuzqAT!fh^2x1`Q@d^kuN3>}Vk={16#^}%;K5n?*k_+gjf#hO
zKC^Q+7?L7b2K4fl;f0Q0J9L5J_sC0y(3BsnB=IAfvF_R)Y|dxgk7Zg3+P#ur&$r6E
z!nkn<?`JnwpJ%CLFg#Kx!c5G$NI6#>kjB%UBh~<WcH!^6z^c8R*?YIQlF3Tv{D|eP
zvCm6t5~Nh2%`B=xKxl|kJ=L427e|=Mp^b7E_2Vfo$I~zAF$>=0uBza*Fp6_T=3+Vh
zPeggb<SxZk-NsaC_I^`<j_h`OCfy+PC|<3T8NmnZ()17gd-NlX>{)nAoZn+hM4NnA
zsns9eX&Bm-QTrd`2Uid)IsosbJ)Y;){iwG@^l0DTb(`{&cD%bhHloAkRm|ZXkj?0{
zzW-V1ZW?4?P2;h_<q7DYJpngr(8}a<6{gh-pm&ZDt;X$FRbJwrz6u?XWC>dlyJc5F
ziYshf6wCeTmAq$vq*aaz-|Klr%|SsU6BC>4B#KMjBrgn-bp&3a(mKvXrx>r3?J(+^
zL$9j&{vfu1S7dtG#+*(EeUJZOGw%HHbg~#+t~_}^SC8U<KU5RDb1!uD$0?;(CDNhA
z|M<R5jZGVu*vYAZ1gHJF-Ycn5MGZNJmo&7bAG64XHatCyR)7Jv_<@khse;nV-a+&7
z$?x#Y5<T_>A~YePP@4OWhv~I7Czlw6Zc=V(8zAtB^DgQI8#rv2Mzc$Wq*218P+!My
zA@<CofFaxuN4Q}9r$PRobj0q1r(F97tcIFfw&BlGnbUh-uz3zOX8p_d&5qgGIj6!G
z%6mF!_U;O>q<!(P|Bf7jL8(9gcQpI|JqH38{ePm&iMnGCr60#4XHwv4AO4GSv5H>+
znmLvc_~P*Fknj)&b*VW`p?6pIzCu{T@;%q<U>M2=P7KmWucO44D6s$PPKE^EXAG=2
zi&&4fY#>kK!oH4w#Vf~G-3~w=^?mBwLFoK~$mE;w=J&sVDp&lG4w|QZU-m3!NZ;-^
zkAXqeFa4jq#Q*XfjM^B@LvP(`Pzr}w8=H<!$=&({<Sg}>&ykXO;_@O<3g()yoc(nV
zyISM_Xzx0sn(DH4R8*u0N)tqC5EF`spnx=ymPnB<T@gftfRqS?A|j}Ow9uqW4WUZt
z&4x$`MG<MCyhxWSO`7_hi~7#YJM+z&nKkQM>s#yf4<Xlk?z!jev!DGuXP=FZPVhx@
zr>7$3LEw`%nW5eD@cXZn)6!@i)vav7eG1IbD6w4HOV6``4$+SOs;hvg=L>20*7W|7
zX!m3f;mt;m{fI#}J_Fr8TB2(AnPeL-dU^@{DeCNn?oXLQktvMeetl<_(|*=kQDvhU
zA=k%@B`OHZZ!Tw9#|1>JG}|Hd6x4kaK7OU+*3HiD!&z0gHtF3)=j&m0qcIG;(?R2O
z%Ag6wh6#6AGrOtUfm7|_BP|DP+Ps_0t}fi1%Cjg|^?Hr8@y4%)&r}GVe7h8t!ORku
zyNZvF&dlr-vZh6%I8v=HrS&rR<wZU7rvg*wmrD+Z;j>B~%W!Pn-&$UlJd+LlI?ee4
z?-rx^GZb!0dGyt9C$y)vE)enJ!lc$Y^G~M)?&idNtes`*Y3UXy5vkCS6OV76XPOHY
zY@mE8>A3S*N_419t?Al1a|zH}>NMRw>g~PqEfJY(+A|+s@wXsl)AL_BNo3Z+F`Y?~
zC8dI0Wp0P^q8%vPG(E*eqD#jRS#)@D>*7j=xutvIip&&J!79VuwWi+rTpQVnL8B{|
ziPjmT-2|klyyiwZYMYDlo=Hv#0%AttXM36ojd64ID2{yM0-fHq#`_bWmfKwf(4DdG
za5E*0-A^^p6V@k)6}y`c6(joO?}ZZZT=Aj>wX1j3gY9h+A3f8o`erdWNk9xmGUB7J
zBH|rVCm)aDZ+KJ`trCgoind5+jfWji87^KlFw;+OT&u<RZ6&CxLHMuq0_2dDT(2s>
z2sv{ZPY2Dn1*0+-@wZu712SD~Vn9=}Ln^0L_x6V#k`^cQO{BTSr^%Ad;&@mR@pII4
zGkOH}p^s+~{HCIMy0|bGjrIzy-`oee5=l+PK8eE!NKaTy?SPRgu0+9!#u~2mbD`Jz
z)$!$b9@{O62``vAJ*ZJvb$xYDNShKG%ZI4Y=p)3!L$yzF_Onp(ioRIHh@Kvcud}k@
zK5$+3?sMy{&AGc;gOHYip5*sqo|@zqAeM;U_+%3Ypa!{)MV4%rdNjTY;Hs#nkC!U@
zq`PUci`)@|wKih&Jl4mOnC=jw!g{gX_AL_Q?@N7r5yFeC&+Ll6{d_1)S0*veJfZy3
zX;eSyg4aFs5}3_#wLo6)fJ;NSXBLIZ49GO!K!H6NtR}dMF)hS9t3j<QU&+yN{T4^}
z80}pMRC1<vR;9Dcz#_8#aBK?076<pU3C*#%0VH|Ggx4`}pKlKoxbnQ(pyp}Ap5M|9
z8!EeSPJrk`o6Pnay&(vew3d5Ki%@;_vGX4<kMjEjjtu6&5gqb+gTqy9#UeH$*t*(D
zju{iKAyxq>$mI*=mg5<oo;0^OGuNLshj-JVB}gi@MiiBLOfFs(J3!Hp^CDNjQmsCI
zG`~4*TSBvZ_+4(ra|Drqqr}dsr_S13ebLGic4o1R3YsiNg!h`CM3p-JjNKf^C{})r
z*;f#C^TWXUnYuK5>X|0HUIV|8`f`%TEiZc9&FE{IVNyMTyO!TGbK9DB@FV!2SR|xm
zT)+I_s<h!rcYJ()j&h?9uKwr?&@@b8V|Lec*R`i`rx|bS=>kL|9NYcDyp4`WD=+CH
zTKka;70swx?IRfhe~~i+rUJB~jWJ2XT=LPGj}#jpHe{cm*sQt`dJM#8EIdazydYjm
z)%1li-(K~Gx);h+b!I-%Ryr_Zx5)FVaB(>C`;ApQjuvFKbAI?CPh5LhlNAG<7Vu6{
z4H$uC7)?wAezMfxGbocTM7Zxw2s1Q$kth1UOn}8V``(0tEiHFqFQ~buTI1;Wz0@K(
zfw8)uJxEihTp(+<@k^3Wh>au9{u_l2e9yzFE4}Z$MhZ~UnV)MpMHan}b3X?fyTp~H
zt>h%5ahmpd@mheCo#gyc5TLb=HBW+zFeFJAr#PFC*Ktm*ORy9Rx#>&I28)5z&?kNP
zKLv<?>5OI2LHE78i$Rj*Po$Log_JDm`^SDk8w_?{@h1;Zc7R>2-v3+Bb2fl3>B}-y
zLLi2YUll90i|VR!t+d~zyzdoQcR6%?z6Yt<%>4vI#)Ed6exkv5o0=7NEdW$_ycDV8
zz(CDr>_-?F82EA34AiOv?BjZOJ@4U(6zJ8d>3>kL|NZ<Y^uPX1b^#6Bl|P(1&3?5%
zqIK+qib|C{{xsS2=CjU^a^%n@!f&l(q+^f|(ci^#)^Ch}kVm3}rc)9-nE>>pW^a?C
z6M^C8NM#kC?Tt;z$;t7^@<d2Mp!$Xd<f@Y%@`8JFJ|S<wnvMFO=o_C_Vry$EX|gJo
zTe_YT0x!@uFnc1$uwfVMPW2FObD6H?11{^0=lvkyn$(Vb66f#ut<p`PlL<mHWTDl*
zh*rCDu3*uG$hd;&%LGg@qNQD(^iA4_)H6ggYK2M5Cew`@Pvip7?Paz(7Z}tmy4Ut*
zLIF9G{7Ba3oKe$8<;rUwItIv<Aq&N+b{0UGYU@dAU(9xN)vN9g5fVd^-o2}{BKB0q
zMRT6MaY(OX^UXE9PI0j2I}g)x;{~%@6EwyQnw=gQG}6c7exa<;Qy9rUR`s=6uC%F=
z{!xY1B>SU75*4=7=eC3tj3^Fw94MV)z8>S$%H}4BcCx&4LB5Y*f2?VC72=y#dBp;o
z(@ffDsdkLxqsH6SH$e9om3;R_2xm2P=_vKQ>*wm<q<WwiuIzN@G}<AUgjqgQJDK1;
z?zmj8sY{7{BPWQrGA%FrcJ=G+jX?yz^nC6(mQ>gC;;C-4Y9lnp-U&-FcC~VH#j{N7
zVEX-Zqq!92j}`_z2DlBU?~ZUzzF<ypael^R5XYXu{967np-NB}&)*jvfd314Dv)--
zbL%m4>e>4441CJe)ZDFdc}aumd8U;)*J}`DBi~)C$!J|A{*IX)ToHhLOgtpfr1p%b
z6=?VMIyTP?=tV?dbxx+UaEwQbR<*^b?v?EGkj@B4eFmT%_Ts5LHep1>H%ffq_|z9p
z0k1b=2`{++1|}`1ca0@X#u!wp`Xt<cCT<g3VLng3ohhiwzD5_V35=HsQ(s+u<4rm<
zA<fXU-?8+%dR2@@ur>&fq)LU#jVu@HkoS2JhHH^mK6M(^$<m1QJsbMow*>~?Zx}g&
z@fci9G8J!a!V~b3%FgGhc|k}RzU)h}Y#<u2jq;P-O|~-EMVDkq<Wo)!by`c(+zmxg
z(Njfg{V>=^K0`zwYmA1w7+1<zs)m5t1`Rjw*whERJeX4pMBkP3(MJ^XabXFE)-#=K
zf$@jCaNHi3^p>KxUkX&*@oGabUA~A0Y77+5+9tvZ;WkI;on5RfN9%iPgSPReHlF4}
zuM6HT?L7h7<JoQS0)_`D*3+;?CynFuZcP)z$In)V7QGuJJd)~OSGOF&RvM-FWLH0T
zJ!xgyVv<_~voR;vQ_=&VPG=JRcD<g~(zKX#9}~im<dlyL&Nb6cV$W8$Ua~0vJV=mT
znH8Cdj&jpHL!+``M=}y@UWhs5m0N+~y0~e5l6H>_s~Me`HPrE|y1PJ{^>&z>fT}=E
zAme1v=)Q`lWd*|Xef9um&ui5eZqsvjbJzhiJXmqgX&eM%@<~F7`bOl;zN~&r!nIYG
zik^|nE7rB1QKOKhy5vOcQU>e1e0TyqjV|3wGgB|`JWzckZJ2EvV4+v6-Qq1;DquER
z?nA*seI1^nD4yy1uh>FugQVq+WUrgMMSz!vQAY){E5aN5xx+X=3L`GCUWAQY(29CZ
zHV_CA-p2wQjW(;o1l|MDWrJa|MX|FQ@BT!D-shE&%mB-Yq7+vVQY-xw%$V-rL(S$`
z0f7@N;=<3p^X(He*Ri<aIh~=M+4s~R;DT5Hj795(91ozVI^Dlr(uby8(MIk6RzzZ&
z!(0HY_VmmM@7c3w^Cux6&ggBiN4@e#ZD1JR!IzxCt-H~^gy8&lJn%T?A7kM0x)moC
z;583LIeu@`_CvwbKd3zbzWr}t&##IHF~WY<NNFTmr#XK7BmzK)P9ekd;5LmlDbXXV
z&}1O*p;;8gqnKhWhLn~-7{!vMe9!+U5_uO*hU-Ruz8f5jW<3S<*T6jM08f1Ln>1dr
z4fN4yz>+cnZrDaPSow^#O<4`v_~h=(@>Gq0g5Zss)+Sd@+vY^xnaF8$rr^%~W&+d@
z6J$_bkBFAmB+dxfuQwT@9h$RyqaD<!jZ<aX3eNKDz1PJQ+o-0H%o+5{<pMGVH_twT
z2zyTEHZ2bjMZgsFH1_5*8nrRRH-l3bC4u+h;Dm7zNEyd;E4WPqPM1Qt=CxY3dfh><
z&{a@<f`;<82#V@u#8gHx*o&6ucY{|~{9u5FA>J+}&YZZq=-r_SgcPOLTjK%Q7FlF%
zz1lhoKd@=C+3G<(1979?MvF4tq&T0CCVlsBVaTg84_;47ZznN34WAr3qtQAlRUs|R
zMVU^A+NF-+*a_(GNkZZqXZSce8s65^`*bY;j;Obav~lcs63x29&}QQ7vd*KMEUQ}2
zC}b9xaJaeUU@o%D&6%v-9^b2rpqQ7{Y6XAcIAVzGo2pzT28U?tJ(~-=3b8jIty0MR
zS~9wLFS9+`QZ)|j$crME96%c{mztnDj|$blr#%e#2H9+{Ag*_XQ(#6Sd=(uUVw7NS
zboV3YvaG6f@>$EUNYh_DPS%^uHfh1-)$5YVocb3Sa%7qoVMncn28W<mdgo=|`EnfN
z1<$3vtGip>f0NG9v6g5@D@p6?^GX=<(8fjYdxRw0?QY;js6p&uCK&(V(u4%%SQT)4
zDW<(ka)==$q8`iVgL;8~B-nq_#bJ2D9SyCPZKDJ8{w&rTb_uhiVJ6d2gAWA9?Y1^A
z>BIHbhytilJ-P?CJ(HPFqRg+~h*tY@DSwv#C1@ee!ScD>le<=+1wYFcfWW3iI&csh
z=;MZaV?h`tHEFRwWD>_UqsKBy%DIwcg8i&(;W;+hB16gxsSTSA1|f9=kR%ES7yb%y
zqEGo*BQT5JsAS2pX8}(PPk4*R%z7IYI8<0X08x;sxOK8hWMT8ZWl?{mQ_aGG1@L&q
zz54fIx<IM=qH{mfaMZ#uHTz|u?qjJ{sn$i#8teCZ8MDixu?3~{4KBa)HEId)9FYm#
zwmv?Ac7^o#q2oD5%D(%kGAPsiJ?o2-PU+T>7Z&UTD^HLC9R#mPJ$VPV0hB^W_ANiI
z-XfWnr+<0f^Q99roHGsnFR(SsU2xlcjO5BUGJQ7{5uPNvu2(1OA4#+$?mM4u>on|o
zA!$B8ri(Hha}fu?sPACMIj6q75~Xe{9}RuT;`r2wyR1953xW25Z8GTYLW_+Il#?oL
zi_UAem7VOet>o|kdd}fvY}<v)%1IOVGv8E+(mhVi_Si};!;3RFrO(N!Ne_CG>*V8`
z!^%+65<|<P&^D|h)zUG=+ijhv_0FKa#u+{1HB!a3V~y!$MO*B6l_nP>Cp{??;3i^(
zCAf@SlH@=YEB3pY4EAX)w~gxtT(2r)<I`#t$q+ESdi_gPK+ozNz{zhjC*nmy1Ul>*
zZV95;-`G3$t|Zw<HgFwDa*K}?456SWd}pM4?0tY*lTtwo5j(!iAX(n>GTd(UlQtX$
zYPm<iZCJQ;+Iu0%hdXP<lB;yY_`oSF9K{+UaAJH{49d~55X#7!zX|SM$AAqGd?u)q
zfkJkmr@%Kb#wRx{kDk+%OV1}>H~160{=Vi8G)RBsTroU9!AmsUBWrwrO{=xdCiVu2
z;;a*lUYk(|cRcCLd%Fv+AOdoHg3w=jNftzK?c@cT&lcCK4`+DC#m94I<tTUX$D~Z%
z@!NsB;^3nI?pWfghc+igPe<Dp1K!kR)ePy8gdV~{ntVaHg62Isa_NZ<!>P?KDR%6Q
zF+u}5MGjE+zlXCOVKdR8reC`yLg1WAaTul;-CX`4Vilb{@m=N4M5%s3T>eOXmIeYS
z3hbzE1%kF#lzm}ymxSr9X%HawA&T4gBPm=;olNxg5XN0HSU;rrb8E`kC)0;@soFD6
zTC;oRt7yWhT*AwP#h*U(bkmbWjJ{$0t#1a(y?^9R&wX3Yi*mSWbFRfz+AR>%WQc!5
zIKs)EnErWfk@Qot%!}UfO_qR5$yQj?6=nn!8>bNs5KFEV#@{0(EL3~8@MVp!tcojF
z!`3_XTru_86C5@i+~RZ1Sr>&GJo^L-4W8U>n&WJqkNTKF=cPBh)i;^z!O6DJ?=@PS
zEDG(E1w;TX=m+X0aWC&TJzMuqkWP+w!vx^l05PV5{PpcEs?f|K@zxU<Qyl%dViAhT
z_uq!RbU&dA+&_q?Q09fi^7TpYoPo1uOU?GCBtMfaCkWyKm_g$_m(d4!+CEGsPkw0r
zI&GiQllQw&X!Y#|r4v`>ROf0S=2Sn^zF{@!(`)o>_L#W*9vw3wiuDSnWwpW)V#M$O
z5cO*W8{yJNlB>E2*+_G93I3w7BOyMA$(#BODgro%4x#wEB3O1icqYtOXc@lp<`l-?
zI2<-+w}snEEqM9D`K<5*((wHrW7JcWTkGehr`BG_)>s@wqdtnbn&Zr^^hn9`t&(kv
ztj|&Gj@UWr7Uu_IM4(((IfiQ*kM%xlTZo2&q4lCx;EO*1jKN}iCeG(;UFl>hc*%pP
zpEmW4qbza^i}zT1QU>p7Rv(tb871w}5sQ&W$p7G3=GU8CeSIMa?8+*_c`}=je7>&v
z?F)uX+!vv@BXwUJj_A5m3O1-519!(nkI37}LIBNO(Yk8cQN?<1Rkj-dwRFI1z`lx9
zqRo8^^Z9G4n`W8{A%GJm9a(Kze;od?2jmOFc&J+3jt&(&xphZKszpmm@~%j(G%T9>
z=A~pf+`al$ynyb_jr1S5*d}?m;H2(xPf9_3QJ0|z3euQ!;4M;A_E8gVbGhR+{w8b+
z(yLPIo2&}uS@{`3-9jE2LAaY;bYCdbGQX3xbtXkfoGPpsDI3}a-Ado+AK+`TxOF;!
zD4XO+u>V`ureZvwu)_i?#aI0#xN236?NbbeQ0(^}2njaDAVaU|JYQkC?|ui*>=Awe
z+AgRJEV^b@tru}C|MN(OeAwuAve$?aL)fb5m0!B1X8eMGR<;}#>xJ6XQdpod#BS@k
zd?5h7ra`-bPBd#tzsnUEYqsc>JRF&Nd`Hnh9ykmZ;>3LqV)%P!RNYte>vaTN+?hyu
z*TA{87rdXKJzki9{_HMzl9gU*Q}I64BnpljqQOyEJH{_6d&Vyt50v!0u=7>JrBBj~
zLeXtW0XYpG>TZ6e-Z@{*2Sn&j3ZjVmxiIr*F&dc_MHcghsgT5}X_^Sx)QND?{s{AU
zlNuF#e-7&X6@$h*fW{$>d(XAovAB7yi(P(r668y#OjTD`lY_@x<!}bI-HnJ+Ybv~a
zejpN3IPYx&iT$sE^z`#Qpyn(NEcV?Ja648ohc^j5nx@5@Yi0-V*&?+b702FEQdz`s
zSTR0~GFMF!^_XIpHw$Z9lqCU$D77(0mp86~Meb7+rdAya9T|hty9>5n@uBjJ?(m_Y
zbUZjBZ}H(;>q2e~!C}eQ?fdw7OIkRP|KQD5#Z+ZxPsE$r+6+LAqk3~F!{)hWl9Ud<
z3ra`GTG^Rwy{)4d_IzUCp{I<{1N>+Ns!NZ_`~cgZOws7nf<I&+Pn7ulz>j}Y{0+ML
zM<DtS<j~{&l=}gXWq|H@!O_w2atHMHXL#0u7<tRSk7QGs2R(+TNp`n7*fu<p3mL`}
z<ge7V|Ey{q)Z%}k<G+~WfAG$K-uiECCI30X)I5;U{#E5g=+{4O_*Yih|95L*n){|~
zVq)^ky*>G<dF{CW!}DlpvU50orqm=rXC-io(07mhe+Yj6U>Gh1f*Lj_L3#vC|I~kd
z`9Q_fq35#<gX0&VbPqU!Hsbq_(<|yZcO=R22~7Kgb3c21|3|NVmv2`H&F_E>&&NM_
za;SW1ER;mX$OX;^ya#ohjzWYnm+@B<HCLb>EHX|F7FN=-f{%U=|FGM3i%l4o^9s87
n!r|u#Tm{=-;NP!xGx2>-D@;Ot@+~3)`WmI8rCg|V#s7Z*yRoqC

literal 0
HcmV?d00001

diff --git a/docs/_images/spreadsheet.png b/docs/_images/spreadsheet.png
new file mode 100644
index 0000000000000000000000000000000000000000..6b3681fb558ee0634328f81bbdb554df07557ce4
GIT binary patch
literal 5529
zcmds5c{rPCyML9TooQ*hU<leeqph}lnJB5)+R{|1=+M?$%9J*>rLha4Iz)+l(@vEx
zq0OkRwWZct8bUsUY7iQGq>2z4f{5+BbiO(NopZiRukSk7`RjSEH&34JzJJU8B-q-Z
zc6_VyEdT&JEYF(%1OU=d0FZjSRTlhm=x4tm0NCqpX@1f^^ogJ!ecg35?Jajf-btnE
zy`OdBk>-lyuVr+f9|*ayn`nknwAkMe_ssT~kM0c0Ys{T!wZ(V8wergsS3YQ$|7{QS
z5X|xQu59-w7T2_Ot<TbNHyw}L?J6!*loj|Z-Sb&N-s|UA53<;^(L?iB4oAW8_NIhU
zWR`FsV!A{c0QS*qAE<+S8oOegr#le2(0>o-GtsPDn{+x}{((9;08`NK$K)}|R%FQT
z-Mb-I<H2udJ883Joy{$EKaE2&^y4J*FP8?p<czLGnjN2rwJENb0)XEk;Cand=wGq>
zh|(@y$m|P064#h-!7zLBCJcT?;i3B0bKyG;u0+7{`}!pvo=T>PZpmunlV<^2crYSV
zCuB9$cZBVN51&2Ba?F^TT3K#T4j0_QUkKj`96B5D8R|8R?$#U@IV71gs!gqzEWSP9
z5ytdC?4{U+@5h@aTbTD%?_7&K|3tcwuuY!AQR*Hb=MWLW9|hv6abkId=IV0cXItCL
z@q@&*O2keGWI=taJTR|Ir^CZ{5?1S7%##`jNoolXuY8|KtSFzENNbNh>8r+Hx-<>}
zG7xk+EexTSK0qRN6f{~vAP3z@zY>WPwPd7)T&%>&cvf%b4_mG!kO2iJteBnn4y)U>
zI;^*+zzs?y-V|mzk9@jaSvmVICUi91{7DUjchCwg4UCi@(`j=bDHIDAcyssBgT|tn
z>(He|7wZ-Nt*WRQ62cy1bjVL9zY4!E-zPNWW6!-0fcqe=p8n2nC2Fxyyb#}wYT$Ck
z1Hyn%sJ1mpEx_3Ym^Y@=lT!*#YY?ZatAtWsC=XHVNIj3zL|-j!@Wm?m9ZknoM(mF|
zY6yH_%E<Lbgr10sF!q?c_v^Eo9d4e@@gBzarS(<r3V&%E?h}Gnw?8T*Ph<qx#tpeU
zyY*E;7APaCE2qA3M(i3~T%DmIR!iNLc1Eu>J;Rn3NhV1#h>%&YB=vl8sk48>`wu0l
z5}tKZdf*Zo04T-vCrjAg{!k6lG<4w8lF@x>?U!dF7zPr3O3aq%m6HLsH|991kEd)(
znr!h4f#!@7vEcYa(%WJ=EU!d~_eVdGSR|fms^bA>`*m`j*Zn~=D6K-Wy>zR8RK%|I
z%y5OUwvX<$9LWi2v+QtRs{$`m9xVf0G?9!^U6=fy8U|sQ(-5eS?+8Z~dBvuL|1l4?
ztJ{M=MH0`}8|1b{yp6ggIn%OSSD^*)uVJx8R03tl{pLZ_q_kfY(s^=m9{8(=8)=_n
zoD6qSHFO)UkHdhB#wT15nC)OX0sBZpo9K#uQy&W3F{gIOcuQx>oD}<|Lbg|A;KSfI
zuHkorCIi5kZ%`%!^i)Xqa7M8U9_|^U?Y6o&9NMj{cREE?29wRkSkO304GqjpR7_8p
zXza*DY%&LqgnCHp({zC7%HF^@Pp_*v4Cn(FyR85a(M>_>sY8T$ZaW^TOWh5dZ5?md
z1OOwNG0t)?02D4vHmN0Fl-6<g)<|=XI0XgV$%UKYjPb+9Z~Y#pBOs`@!GX_HX{i`D
z68FGvDZngJG(R6KYMXdIl$uN<{hHc0Lu*pLVcj^CxdcNF400<n)IS}xVaT;|%5$rv
z+})5te0$Vdl}^R)7!xfUBN7R2C%9gAxps<~NgrA8Pd8QZ&Pv>|?UxoNBcV|dNdSPw
zN=?KIQ{u>ArYx_0Wj>BT7m$UVEEa5$mXJEVd<Q(Pu0R<YGH_z&>ByV419y>6QzuVY
z6N-z=VB-4FpynelB%aGz-YISaHA)M}<H`UqiR+bNT3d_Mh#~p@_%)}hj)hx&p{WQq
zE{)tZdPKLjfBQkbp`68p-K^_S5<4$P3#G!kuJ@eVa|*~ftsTpIhor*xLa@s#;?}yK
zT8<uVXsPqYPKBB?TwE60nuQiwFZwPKlG^g0bbt7yH@SRY8zgDNYZF7E8;CvNaWqOO
zRK<=p$$=2(sls+aunVV_r!L89_3iBt()p%B%3@3}uh?HiZp(jzt-G(PU4C&d@P5Cu
zEK|wApHU6cqfiifqa*9IP|^@XB#L|MVmrCP%_0sP>9C_QGhJ-)-TI2nL*f~_i@7<T
zI{l9n)4=R$X9xs4t<Z72;$?2nG9y9R(bz6(oKWwH0Duf!>DFX9;lf%XQJGkvkuT1v
z*JTt{r3JV4WF<$8X#harKnh*B7NU8eX0IF4MQ9iAM)Wr~?_0TvPdm=3y)N-N?E@;(
z)qdenZBR;j?y~4d?IQ5tnIJmcL(VffjeIHL2y&+Udj$aajn*K~{8cOwszvd+ZajYo
zgy}{kpq2UQG<|(A(2*Pe^u<}S-G-+Xj+lgtyUUdz!d9g&BP#Xx#Z*L*zP?vK36y_~
zd$U?{K_vWuhmJ{g#T-t*#zAalZVp8j&-vnzzEQ&{;m3+7I}hnx>!=@H!({;Xbk41K
zUgqV-1JC&<RN=xm>209c;ipFoWtfk$h$zO#vzjU-L5&TAfv01i@g&qm!GnkQHJc}f
z80HSLfZ0KxNK1B88ShVyUG5n<&JynPtI}7ogFv!$8Dm_Vr1IFsOZY3{ve^~fyaitS
z&?5uC!NjG87gE6d{kw1M)e=~1VWuXLi>LbDfHd6~a&?8t93&4edmJKEdb3Q`X#!!p
zomuM~Q|yCmv?5CZlSp=aqe3mD)<x_SmgPxW*WonsV0P10EEv0Y!J*)FDzAhdK7)jV
zp?`m^^0OrmjE3vKOm64V<5H`8aX4Hi3goTQFLs1>Fa$Ax$5o0z@_7sY!X+Fyom(#J
z<K+qfL1p9ja-Y>m|L`eP3x|V9OJ`<9hksC3eRV0XWuL8Q*EjYwlS(@p=csX=R>aiy
zcmnH})*eBK6&Wb$z?5JX301aoU2;!fkKUGcK>NI%S5(pfc@5Jn8MCRbma`%kzN2iD
zueGOpmDWpvWVi<k|IX@%PucdP@E^ea%+I&D<^n);HEM%tW#j<h?`JmCt<*uhXw!er
za##xrt`ymW3}YIE4roC$63%Fz(J~<DooFXECakm1`fmk6mH{ALk>4=|M51z%)j}`J
zuK?d)yC)U`DQjb1a8?83aiJdq?a*K>_ClJAV5+>8n<f()WKIsex!@o{ad+tnFovEK
zO@umw)Gg2G?N<MIeir>`_2&`8T)3&LhH73MVP|s_7CF^F-RA<XIcV%0U{nS5U#M2T
zJf(%6MXS_Q-dgNrbK9wAE7s|*6)|<3?8@xVO|6P9!CQgJVv4|&l8{itO69j44SQjl
zFk<|7xKR51764GQtFFgRyiyL|rRs^D8aB)F>bcnAt;%w!2x1Rqrr#L=Z}uIBdoLHX
z2RP8RnIugIdQtj|ZYB0LKI;8QNy9KFQ{;@mQAgQy>`Z;CWBK>gc%(r~eg(mQM6m*W
zK3Q-0j<Y=|7N{VmFV;Y%Mj|=^6)a(I1S|@AN6B|V`5nuc+MXOF@x+&^<&lTWBUfYp
zK+b{b_vWUC46~S<{?Z6*WI|3kzdn>0xf_ZO6R#7}IVBk;-uj6{jV8Nv6i$Kuhenbo
z3aO_uxowsusS<4m%*yz;hsMaC${xC1Om9miC#1jX(+K$-FU)<zD^7<Rm#&Q5Sq}@T
zEJzyo@Pq44=*>27>&COZ$+)p~L8GFho*B+|2;Zwt9$9I1@SEwyu8zgc!6N6IVqsFi
zkAW5e=4+uX`2%s<TAn|TJR>x_X%<N)I@5B3UFNc}^G~_uP9-L1v@~UP8#?*bR4E|X
zF+>K%xbN+6v{;RK1-E1QCGMCn;^wjZ&<%|vu+Z_S*WS$fA}wH_6$r%O-p}md*99q*
zE&S_<{L<bc_RN?@I%z&MYZPRX*eTAsfx(QXg&^cf{Yhy>Ef>Hz_<3%W5Sk#VN9)~Q
zuO>F%?Vt%s8vy@sA&;#M+MIhO|Fk(-UNpz>JLmPkLAkPpx(erRmN<3E+83H+JeoUs
zP>?p{;DUDvm&rahA)V`}VcYr_rjz081<a%K$bX`_djrkyzWAlhqxk>b4B`4Uu+ESS
z1{4`C8p~_fG&@$}^a^Zz|Gd^#FPdoUW1nx6D|2~n>c4eiN?z{BcK=c`_Q2^y<>GSD
zR$J#TIgpLP;IN*CM<}GIUsdzoNR-FH2rtEyb1fHg^1aW2ne%ibx4wco{+AVKQ&#-n
zu$ssR@0mSqmT)3iG{(A|iHdf@lsJJ+Pw|&)ebnkT4$<fAfd*Y<)*2mp#l|?Q+R`P_
zn01NszU_$>V!^7ubfZWB>v<}2ZeAT!M#Fa-nx!uY03GFnRO(NzZNGu&M$$Ip+`s-K
z!B>58*wkd>9C4%VV9YMu<QR)ua1JyRotTpKX5*QJiah?fwO!Mv_%MQ>n@k9^b;@HG
z>u22FD9;RUw8=1shk1XY2Mi7>gfB3501LJ+RiRH0H`UQW8-~iPq#OoqY_QkYXVuN~
z^8bYy{!1HJRFvBT(75HWG3!n9dd{OlF#3-(Q6GM`3+TM4wl<UT`cmFCU$bvE<RGw}
zvMqU|?EMoxps0|iI(s7uMO!Bj8;Q?(T@Rxb+Iu9Q3o^C?{mNvE{H6`w|3VrjuWr!k
zpL99)JB6(z2!8Vs`hah!)M@EIP5&!(#%#zMraB;g(YL97v0$b|q+6}q(f>|*JHY3?
zz%G<V<etRD#7t(iF}1ABz~-sp#qjMw^s#>f^RBymeM7Jq2Or6RXjhN_F}KlviAWgi
jLcn&=sj7b2;IcH)Wti9TT|y#AQ-Gy~jd}hl_uKyo7X_Y9

literal 0
HcmV?d00001

diff --git a/docs/_images/table.png b/docs/_images/table.png
new file mode 100644
index 0000000000000000000000000000000000000000..23a5307d8a4cd05c961ec4b8912de10e0516f7c9
GIT binary patch
literal 5897
zcmeI0dpwkB|Hm&BJ&x^qLQJ%=RLU{OiBVguh}{k%2{~1mhQTmSQ?@*|P=p3E^w@Zu
z8)7iVF@|J@gmI=Y4aV6p4D-9Szx{uIuV?@J?SI$ndd+>!b$_qx^ZtCkcic~QR#M`M
z;s5|C>mScu0zd=?fKbCeQE29<Co&iSxi0H-XRd^1az+@w1Qua^i4nH=A-eIGV<jhO
z9=DI)e0zT8-|GAC8#wKGC@Lv)U)*x}2*Oi&(+zd@`Ui^_i-#|!pPzdmcA>HB+h^yG
z-xqyCQNaH!rykUhc-P55Uu{;a7Ex}TRHVXU^484OpD||liakerE{_bOMr-D`YOdFB
zv}g|sL7Q2uPgjOE6&iSGU}u6u9zzBusI{lLM&a{_*aEgLF#cuGUxEu_Ce!NqUf*g$
zuVL|0HBpe_UF2te8@oqAK~~jjoll+>Q67wr1UimIC}=gWJz@a-WcgPPr+@4b(aA>E
z5#!jt*7V7ycqP1P->OB|Z{bc6>{#BHkac@|DlcruYcn+3N*MP;lem~mB==r_Wz_YK
zEab3nkeosgCTgwOwszIM?lyKmP_TFqqvf!?(4U-{MfXgCN8jL{7f%Xu;46E2q5EfB
z!%b4u$l6m`rEzG$v`3*D<oicEE+t*2jkP5*G^(jD1XW{;Kk57@ftoJZn#QZO6T%;e
z0In=-4y`R%qE)E%@Wy&*D|0J7)_u#}_Z-rdB}Mx#t0JJH0R_hgG1Pf&mOVK+Gx|G*
zdi#L99$u{<(diQ}EgIvyh0kkeX($r+0MW#8w?sx1`WU8c>v7Mys7>gP`j;1sGBPAY
zdwtRpr<d2%Sn~RqO7<P#w#bxAbE#C8Lu}uS!g41l_GU&Ym+P;0d?-b{w`bI)=cOyk
zD3VhXiSYD9E)^cexz7YR<s#H#SEoH(=CR;&HTCC!xf@Y|rpn5(%Bi`DgL3i!yB{|9
zWjHoU9TA2U2zk@=*RHcB0(=5>hHLyDQ>vL^bT;=D-!=#|2t9~N*ixCs^e1ziE!8c#
z)Lghsi)pe5H=}KMnpKT5ZRgnVnmcn@Lb%2w#y=)S1bFCT>fUK@p55yLV<hg7&~h|a
zqhev<2Bfm0h74oWI9b97={e(==t|*X)pJX|*kcZQm_BY60H=uuq?L)(0PJyuDfeGv
zXmzpG*M~Um>sDNZ$X?KV5%n6)ZM{E|Fa2Wou-Ys5^XWsD*`II9xo*0f*ASqySsHjm
z6T%67PAzyz4(3|+L%+pxdF;u}3VQSB9{QvkGYAoz^VwEwc;hgG8+HUJ1UVQ#8tEHQ
zN~99*4srdj(kF4TbZu|1m2Vgbp@#kCO}caRsHZ8NGIgzp7tkxmyuaEhBEk;MHII6l
zpGyO{AKJwK8d>aWVO38z@D2MLH@9kYfNO?sJ0v)7pNBcUcMVKvTJ>#s{fi6`<K@qp
zU~srYol?Rgw<9CXH0+6fSV@3Ys5&4`5)!M{f}Wje(1&Se$fUn$He&;@xJQv0+nPMt
zUvJ*Oy07a+|4nBkbYpS%{Kt{`!T=CqBGe`l=ZO;Y;1OR+)_yTyJo#T~p7?a!k?vQR
z(l-~_6VqTZ=%`@dVIT}njmPavm>Oum;g8*?a79TXZ0b{SZXN)SKE9NJ<{i{~MOR;E
z4#>)@8Ub7`?9({2t*MHMvm$MZfm0k(<I=!X4qjnk8*7%e=22$lM7&rSe1t$b=dGvT
zvudG(OZ9=DF*nQ#>)!{uo?7jpU68X(fYh|T;My_uj8zs|k1DVlaBSP)mbJdWG|15m
zBfb3D4Rz9|^0E?Mz`0>(XeJGG-e5&(K52Pn&(-qAI_i<;ZSSUIiu|I85_!p<Csnqy
zWLD1C=bm;`x8Z~gUZWcr3Q3m4pLl{nzEaE(_)lAA5XFFk_ejj=omk$;ni`%?QK?VQ
z3o$n)<|oSQ<9G2RW3;6+5tV~>@^_8<h?_T*yU89#8kax6S|J2Z75SpRiYO@)yAppo
ze7q-)zuKv9om7t;)jTA<kseanKxj`oU;*4fkW_;9Lh<+3b%?;)Sp@d(q?q+C@{o&_
z$K6WfPt<-G5XN}7A3qFq6l(U+sQh(-eUd(Jl%y<}VfL6@HIiMFI>8_^t5e>65(PR(
zYeZ?$BX&tDlM9J!8`o$=`g-yt*LB&e*R$aonYy>cIUnGJ(EpOz5ve>GT^3n8)@xgN
z{SGIb1A7`495_o|I^lQ9;3Uwo{c04sHYgZl-3~GBIwG*yNmt9uqK_Sr+#6xWDtXg`
zT#q{GpLNQ-{LR{E!HNmM)rGzlr$tZKFRX8T*>Mfju-=(qyZ8h_wlmio{P6RF;5!Jo
zc}gRUfsI=$h-9_A1k9MBJOGE;q^6}^9AgRPq$C9Y?#XsMf6}B8a>3QU?bL$udy`G<
z-J1JoM^<T?&U-Dr%0KaaJI@9(n#6B}c9rtuIyup2MnFwNm|>1#kgo3-mRg+cjn!~o
zKSpCFZ|hgO%bmQ)SL|bMsA@~-TCPUj<}(X<X`KwX<{=7nN-ISX{DRmPXffIh36jz8
zaM*bd3G1{wj1P(U`8T^3dvJGGe{zUdy(qJIwWzq*zzkYuQOa=wD#bg=RdJec=}Dun
zb0`0I?glFKhKO{a3jndb_niyWEfWlNY0AF7?GP>Og<{;J{fbIUjr8|{1|yx<4AjPB
zE!an7{mAM*9n?AF1~;WD=K|dPTTy^gkQx?`)xL^)T0btlyVkhlKt$JDn8?!HK4=Rg
zfi?&JLjRZcNBNz2lGl5e6W-}v&2G&8S;<LZEZPMY5wGoc%Iql6QImE@o$#sbeHZtb
zToVyukX&c0`*D8Sj%*_WvcHQxVQg5YV~#I$78sO&w4+eBYchBw`W9J>*jDsP`cZc)
zb|+H}-+n24eT}qUVQMtEm<<|U8{cRo@uN&7lsxeDL-Z6h1p(_Eo@xG4wMjo)gw_d~
zAGKzEYmy>+ks%D8mL7numu-CLt_|Sa966Op;<xt=wlX`yUe2oAw$fkkvt`koF@a>)
zm_{7aaiQqmBtDt+NC-$iD3yb)Bi<{iBHmk(ALoVr7Vj6Gw(KQdL!qnz8uQq!5@>J>
zwM7+qx=-F#CsLlnxAClREcMAX!7`hp;rU!9PeNOgFy*H$Y>p0m(_x1U2@nCBr5Mz3
zgqf`BWv2^CwydTMpG|`v^6SiXGNv>=OqW`|hiCzpd7^PmgTk5gmNx>~0_F0i0Cjof
zX$WCryq}||c@C*QWXx;D4nAW_^at;)`%7v=N}8vK@pq3o+ZzqENP#bfqm2Pvh<BrH
zA4xk>EB??S`2=p^mw98YC0UXgv1D1gXFj!NLD4u()1Oi$1hz3%l`R~15BCTb_Zf*t
zp)0r@ji(nQi@k5K1K<<$F2hk-_6Nj3msqU1ajK8=Es?qcv^H|&dax#DPDu)^Hhw3a
z00ER7GGh6?ApmY&usc}XJ#UlpVvg9`Wc;h`yaW*!&S1MZ$X1b_5U0&Ezs$W=HOwym
z)PJ|)1NNib6*$}}zGVOhED*4=UCY>*XEN($Wh4u`YZsU4a#z?<A6o;x$qQ#P!#XNN
zz-r4&@r3w?*UHc(V@XWhh$U-uFzhh@Q`}NyH!0i;rEZhDR|scra;}jy`_H8yyGzIl
z<+VY<LkVIKD{yK)!gLl!4qSRWKkL5!&aKoREd=VqV>OIV&xt1*nWpuIz-{zh%rl%W
zY&G1+0Z<{$(7L+IdWM17UYPhU{pvof{u5H`orfX-7zfoYi_<Rm7?tU{m_WV7;%}s;
zKaYt&i4>DEL44e^oQv;C9+8pMZUI8_c>k{85A93HC7cc`gCfT`1PO{^wwSK84s-a@
z-akNv7a?CMhMIy~39VU&pncVaI~W6i(}PkmII8+z57D<{Ji;nd9DEmiL#o;NZa+bS
zuMj96WHed!Ky_`NUffG-J=^MBY<tseqr11=;reHZCBm=nl_VXagRh>L_A}?|(0``{
z^a_F1?(Za^dsG{!OHNYTRX4<hwHkO9Nv%3qSK~ymPEo24`qM3zcsny<9_gyWq2N_!
zYa?erX*!rf{$uhx7{*?;>P2G=&^Z)yB|^u{2U`}aaAD(Y%l^T(Cb;vgqQ1?YQu@@y
z_j>8oy__#qDUTN(2ZC&b@*$X!E8}fjH?_1wGg6V0J!M~6Z%eH(GOQ$o>k=lbQs9^^
zBYDYRM$YW4pk1QePifcIR=i(g1(TJ9L1ee8@vbxF;9t~*EauE!#w&!GW%bf~d#g2_
z$+0)sTrcrQL#>-xaKx(kvRV$hkl=fpF(U>n2*k!ES8}qa>B4SKq5JA4TPOKe50784
zvhT?9Gdl`TmN)pv4_>NSJ5jUj+{;k=u@{WLB$BU0E_5==%XnvqBP;XgrjfO2m#qW0
zdn_GHuueq(R}~e(y-YqM$4J3}kvUi75)@Kcc2Wy;6)89BKFeo+9)SXSP@St0qrbf3
zJkqz{uv*`SQ^c*w+Cy~2pjmxf20`CAB&2ZA-T4NDA?bdtt6L+~<Zajd61&Z_EhviV
zfJuyp_nrRA?(oVMvx%p+Ap2fj6l$1%%Emfy=V2t-*<gG)h3NX9b7IYY-uVP-xaJdY
zWCbA>ZUsLq3%(?l9)xK+y{Jo_wAJGGoNKoj8y?lZLe{ENiGJ&KG`=%$wxr6Mz8$fJ
zdq2jy3|aGPWB<McsH?nl+{W6D%FD1lRH(=v8sMExLHLZwAAi&umpOQSqC;OJ{9YIw
ztH)3aaF7CB+E#UgrNy4^zsV{k_bYqO`%V2gmQt*Jg{b0l^vU$3e*68{bncL&J?l*Z
ziD@PezQoc>|6uf>X>v|A6QWV5k5z${c@}BqaJBXo$u!v^8`w1jI}$!YUt6-Z`!xV$
z%P1d&Wx0%+`t$j>()3L>{b#kS!alAXRB{US@r@oPrL8=Go_y9Ve{-~kuy}WrtvE#~
zNyN(&u0k+7&lunMG>EQ_prR#u-%(<ga2w4m{Sxmo1B$k3s{WAaGfs|}_h>rW=s>eq
zkXHT3U;$^`&VSc!>&#pA#%A*a0dB!@eY{HGzQeob+s<og#NPA>(kdJp`f2K}`g-QS
zhfTr{vn#(pDjC~d-RlCcATWa?=YCy!)oZK-okdzn<5Ej}%doW`kMCCGH%AKQw%TFl
z49lN~IQ!`ge@#!Aa065ti8mY^2|#3Da9Y9F+zNH0A=13rDgG@FvNM75!EWn<s=!wv
z;tyIviN*L1l$^#jXKJ97N0BL8M%G(F6e6DbODXg_$E>*Zx={NSXA-iTmo^2lXQl=L
zkj@cl?0%E1VQ=^~bR8P_M?(EJ=blsow2jkor<?zBR{x));-B<@zt{b{P=B)d_`6X5
u4+~{dw%y#+bT-BVYBcSSeElYj7YK>&FLIQ5NQNK`fc1I1b0ufp9{djnh)1yi

literal 0
HcmV?d00001

diff --git a/docs/_images/tile_tables.png b/docs/_images/tile_tables.png
new file mode 100644
index 0000000000000000000000000000000000000000..790967e614fe17f192601dbe5881e683947ad2d5
GIT binary patch
literal 28736
zcmb@uc|4Tu`#(IC79~Ym$Wo{fDqD7?vQzfmE&HB*AKK7H_K>B>&Sc*yln}CxUD*bM
zv5jFY^BmXx`F?+|=lgq}f1c(3NA8*Hy3X@Fw)gve9G905)D`GxnQ2id6rGadT}>3~
z00#<1{prXd_&)+cmGmgo<HJgKZ)^K}SQ_*7VVogTRy95bUpkWg=cz4EQW!1my>IR@
zf+}TUZS-Yf)Vzn=FC8|F=X{#&s1T8Mn#SO?CDZMD+Ky#^3LWo#V>;$U!z9kJ!*lgc
zD<MMIZZp&FrjXsZV4<;Iw5s*8RIB`Kihqjlq@!q(8ay6#(meD8tLE-U`OshC2jF+P
zH`$N8kPlFg4j(;&{A_BDFZ&wdYb4@CHV)h$QXmuK?<C)H9Sy7eq+Vv<AM@^AntHN?
z-Jh>d?7Kg`7`jLW*TgY;ul%{4`s_FTg<EL~EpK|G^k(tXt<m>enEG?Ib3UQ>$n!6+
zq&%qeBmO#Z7%up7JoV_${k@(3Of?o(nE?GL4~NtpkM)8BvA?%2>ExL<t#G7&TWtup
z+tH9+D8QQa;8ikJqSR&gJe<aB4QxKRhO~Ag4<7g<M0Nhgqvx|-sTf|JyoHxpXLzf2
zmaLo4l(`j~_A_$s%v-t^Emz|O)RHCo7vI4pD3ujuIrQ$Tg6HDk!z&soeOpSHY?f99
zMO`cY?)Ra~+OfPkrCv*hKb|9BUUOy27k8hXgUwWzbp<XA?|BVzIbR&D_9CPk?Tltc
zU(s0j9B)dy+>3mhR~&P2dMZLTj%&<gL@wPT$K!(2oUImo!ZF}$65_qHxfGT0{0G0K
zY+S^Hp^-18YOsl5eOzqt1zG1*9B2J~x}FHyR~Yk#NAJ_sOq|B5b=+~C{R-@X8I6s1
zQrqvAtaZND92!agWZN~@h|`fNjd%GaNRw8)#{As0!r4TrCz1VCM_5+RypOAnQqQ+%
zhq;Gvdgmp*^3Pn;KPj}HcQElR_nH68<u@-<y}XV+*zAsu1;>zxu<y@)ST(CB?zQ-S
zZEbC%M@4Y{#aYvL)6#;<*UA*`b*FT{=*kPQ6`Xi#cNP_PpNiofqjj^^yhrUII&K6W
zn!KK;U0|rQj_cARjMu4!cb-#;7w9+f9{c<#!uR2$GHKpdn{NaHOlRc%w`VaXC=TXr
zHM#o1JJbv(^eRfPaNq|D+&eMFKC6#DXJ#f|NGOUEFv+bC+>yZDD;jdVF~-Jp&;R~e
z8O++px`1`ZvtX$(UDId3Pn{3n)(JU&{?mwajhd*DBi*Wonp*!^vw)B1g{*Jk?!BDZ
z%)UA-RK4OGOTRReWK*M>DBKD@!NH|1cj?zdD!YOFgmR~m%+XO}6R#nw%L-QEF7?~@
zm6Vk1;S;X!0sh*jm(H7P)wYFhu62}|xVgJ`fH&Wn6r<YyaFFZTzHU^ocAl<UO9VR>
z&XIR1xV89#q?fAaLf=D(94?;O|8eq#OKUrXh9uS#sOMZ?dGw16Cc{s+crI9Mx0Hk+
z$5iz{jwuh0Y54k~=6{O(mWyRe6@31e6;Rn1b}w_3-{NcvW8Dp|PM2<c{okicB{%bc
zyEe~XBU&Igv%ze`n}6igKSiusB3qyA$vgMtO9g6?C_;Vtay^2oXnR|75UY*8@XcMp
z|M}Vf-YIo(+mjm{ho%nqu`Zo5Ew%CZyUxo#d<?~Vm|`KvTlvW79sY<{Rohec2i~x%
z7iH4!A$gnpf_ZydNyKk~YK;}9w^sKA|JN0hcWP;N$giBQ7&@CjOq(~c&+}R;c4=~d
zYBJ;DnPXy9W@7eE$hgb_s~bO0^OsiYl3U1O?3vFM0<<&yOsWLU`puR8%!k)(X4<1N
z=s2_5YQ3komg&WA96H7`pZ={(VV=U$NqEe?6MpE*7DcvhM`A)2754l({T=#f)-F56
z*9+A@d~1H-(l$LKhEh{^b2jj`4!hSVDVJ*s^GNRG{w`})y!$wtzu=-vhjqydFFxNr
zX_pHFf1CDQv}$M?)G_as*^fwfa#R>ZZqAAJxA+H5vF*@~$mXb-E)^TfGs?fL*j;+~
zw`=J6=7w*3Y9^(2Q6JxKm|*d1XVq8ekN<g*RK1G7e#L?BQkBr<aW3yN{5Mv9-^HB!
z<$O$jxP3};dYz)tLSc;(edCxe(7VP@**g$yixZ<Nda=>vD$y^Yrm{Jh;9bWpn@!kr
zv>UTX>54CO`C044W>muWe&2g+by@;5bEP9G_aeV@&q!h3@NU}joU~3uWx>3(n*Bo)
zis3@{5fzsn5&jT+ldyun%<1c6Asf%My0JTzv4vkYiV71XJm%i%RxRcaI?^PL6FrjA
zetK$xM=10*chNDNE1c|ZNzApJ428rqwWLhZ%6!s{x7%@ljb$;Mq>$Z??oKU(=N`p@
zz0YQH_c)>cwh3#*l@tBB@}VAAOY-KO%vJrX(4o7v_0yC(was7ZENlt67cf}ejk;;u
zt@$kcMsH|MzGT1>HLClEA=5hz0-qA~p@sQc3v#n-dqRe8RDF<Ju<824qub~b;cHnQ
z+utLMd6fKct)Ux%gbEdGG^yM<CZhx6P|)r-AnO%99@)1LNid1?%*S!>;fqL3n`h)H
z-L8ck0kSKbOoytR_?8}=>yzQ;d#jpcSS5Wd#!1$ru*S?^&0D3XmhzmNs^F)MLuYvb
z$ycPlFe|EUSJh3J7#Y>I5;CVKda2*EaN;73J@z8~Py;>@_t1p4izN6V@HFa^$@3q<
z#yRGB;q%c2Xy?4eqc3*6)`-I!@mxw`^|ws)stbk8EAPLp*6i_9OIokTZoSe?pIs<_
z-ZRrh2*?ZEbGmG|x`j6`cTL_OAF-&BmCf2#S!xfj&dM3_7pJ6jZ$7u0A2D=UICt`^
zTwY3Vwy}~DWnjg5%%f>6Dke{Cf=^gXV37Mnf5UPdHTrVic)wK6w2(0G7hCMzj_6<E
zRH#St!CGJL)X?ns5oTyhElRlP`X&mAruBa*v0O|l69W<vL@rV11@FE3N3Q;k{waGN
zm=5~+&RG$Uf{_l>^O5!a;jBy!^fuR+q$img9gdmKWmbFQ<Hmd3l_QQ+vlVnH>5Wx;
z_AkAl9&!{{#u({&;!Vvb&g&H3H+fhczHzeU;PX7`UADi+?UQNzJ{p;jM01js1MQ!;
zi~aOwA;12H6=hvASQUNa;Xhj|sSy>kK`GR-NK!MYnc!Dy3tX3G+A@?GBkuW>7esgw
zeN5&Hl1x`z?@sL1i4S*E{8&?C_xu+fB$vfn+?*?(p6%lg8~jDC1@lSC$YV$|>pS={
z!P?;;t7K<EA4lwJl}|-94rhMfpN2%SsV|@P6FmEPgqvbR-m8~vP^cJUywlO^WWJ?N
zC0AO~$)hj1c6w!N;RS!pxz;5T+KAmndKR~t<6LuHD(R>%?(;NpT@#;UDlJ=K*_BM4
zr284GHS(}(`Svdrox1Y$7(OLY?CrTucRI@wntG{X{^s5{jRS0^OInGBhfKX<d+=qk
zHqnafF@}Oe7NKAFRhP5N>qmYo__vp+If)MGe$F$k>x*JNiPh=Ts@u?E@|!Ss>3Vur
z*e->OJIBV&V#mUy1~1?*KUbwA^XPHyl9S-op**L+GKVLoiiKI)U56eP-Y+Z2^5}Ak
z5zTchFJu<Iq0}R#wpJx?ltvo=<@s9n&)K1ITW9=LpNmzcK|alK7aG+)?#f^an}lz)
zPS_MH6a3I2R)Gq~0s_4@3H2kSTGwK~%Svq>?v!OoUV*m$BtlhrBnfA(>@RN0K1Vr>
z^H<a?x!Z*uma4z9Nq8)c5nPq}Jm5|_ad>~>1<wB<s{67WHA5?NScH{;qiNJXTfT2O
zZ`<|W!Npe<$Pt>bQ&DScr9#uB3juUoJ+il!C7FbT?drL>?H(=5ERE>7wI^ry2+<i=
zOp*1^O4qogZZ5T#5$1gIr-lSB6M}umo*LnD-)MKlXVk>SmABLfwv`b&>^9Z~jy_TO
z;LY!8C##S&9X{~xJPn-J*etJAMki_i_yzp?)ZF9jl0@q=n{PXOi<0Bs(%IkMvPO9G
z49&;SHsCqUd51Q4yVGOwStfe5X2a?<LLs&ug&7$y+dK`tCVFZX@d?6BPPl>fIuZ5q
zh$lZyR_jUK6rHXS>=HvzybY=9`*bz`ynytrL93R^e?meA_0m2&V+?X@xMsrHKAmUE
ze*T=WZl6D$QZF0*^nA2({ZwJ9c^bj?iS_aG1;!Y{whVt=`?~+QzM5cM#<m}J#^316
z(qSbfW#zS9W7<WX7a1wao3FlCZn_yf>B8w*efTJ(iHi^59v$hxmbdSo$g;ML?YL|-
z_06wqW@l=@&abNl$7ooCk}EAzr@5=<d7DKkF}+K6743ynz>H|b+IJh%HB}8gf4!LH
z<+R_8oAJd)h~G<2O#NgN&}@0Ai}hf|i2t*(+`BKtH<Md4UJBZN!85*mMr>>zlp3na
zv#{A1Ds+yx61Uh#_P}aZ38rL!qaXIZ;-)u!Fn^S(^F#jj+Uohrd<*ozf?HkaPaf?~
z+MSClHPt(IsoMr?EKWUlXZ*_Z0$p^fj8u$xTvz;M8Zd6!hHX)|^y%Xk&uOe5vGyDY
zNL{Vr`H+M6myBw(nW>&$unT8(CADxX%y8@Rx#izD^MhnFNfFv`AeKgDbgcUec(RHX
zaSie9rFbtnQ)19Ry`?mZJ2F!IzSu;?)ZFR3Y?y3C*(a%nJJLuhuKTCv2z71L69rnO
z0|G<q3I>GzH$T1<^g)NFmR)g5#Iy<(tV&a%_|{|(aS1dhS<u`T&?D<Jj!7)CM`d^~
z*Xd&R7S~3*x*R4OuqxG>q%r^G5x?CZ%p8X*wixzv&=o2@7o<mbeD|1f^<&#A-1F?!
z)mpYofBOqBvaepF;E$~>N?zhm@<}ECu2fQKp{)zg-yZjxQwZdAKRDP`-M*gq^n7(^
z5o45a^>mCd!L!_9cB(J(M@OIfnheu-3)b*14sVYrQh0;~2DjrR(={blE6v(}V0-YP
zduhb1L(lQ9-gk?bdCFG~((0kxfdY9ke@E3_b|QB;>Vr%)$s_5m(quyRR#{To&aUp9
zE)S<&sawA~qo}3ByOC3K)J{9&T|2Vts@$={>dvNfS>`W@>-JKL^cxjHmpkq6e%tXA
z(u*SVeK%wAK`W?Cl#;yrR;y~zT{Rim4H=_iD!i=RBaYtgVxD$Anwo`c%DH#*#*+ne
zlAV`z_j@soBc|LF-FhT@!Z@nJ(QLvzf?)Pdbm!X_FR{F&2-=XTnt4ZdtXITuN;>MK
z(`3hquN`H*Www3Z3p)fNK$+8OB%kUQmDIU`V@(Z1d@Vtkoi#%{a%N~>#gM#d7s<!2
zy6|{!`JJ8BFI68-Xp=3N^*@&Ho%|!hE%}=z@cZ;8r(U%amVNE<QA$J(KB7*LeeMal
z!r@6v`d&)}mfqq=WtoB<<JMNU%c%C*_Hne^P>%ckzeNEQy&$ZR3H1xstFwP}GNfgH
zt~oMIh!*;o(L6h}bL$i9*3Ls_qmR~^#yK}w#!_9x(6s_=LidkN7d7ctKkaF#8O>T<
zI%E6mX=|dZ*;zXE7}^Q5k8g_!N5nRVQa+~!QuJ6`Llt&66@}4(<qF^1Cj4{Wzbed9
zA?^1(r7^tj8?ubQsV}SM-#30}ilBAY%<0dR<bqH3*cP$v#BQd_0QTNyN8#@snrAT|
zO75`qt54O4#PJu^kR6_!u`C!6GGUJ2W%npb^egkUeX~R9ZE;{FG(66$o7mZD_^}<7
zmx^oZ!%}f1CI}yDrnu1&w)NQy(1vGgzOT_smo3ptKX&phXPR^E!ZCQ_i)A;uRVXXA
z2ZBcEK1(Z?8$L<*=H@%HCKB#mwpW|^IB6#$yTvQOS@O67p|O|kV|n*N&vZJ4VQHwO
z#W(50;vU<99|o0bvOY4nykupzZF3{@a}y3+!|r8^+X|9z%^F$?oRnQu`plw4>py?E
zLm<u7j7g6)b8p*<nc__bQbn?JBD#K0_&elJCoR?Zy3Cwzv*y$8G-BZ<Vh=nEV09Ag
z`*nK9X2N;bPi^_a)q%Iey862Q346Y=qY_z_0hd3g{_WU56tJ@uE-~RLUZ4Ipsm#4x
z>u>p6UbUMNe4iUKXbcQZ-gE9KM1AVaERP?dy@M`Tzo9_vogiPJRG5zT6(lm0ca16_
zIriwfl@F$OZ)E>>=!nb!|Jg(O%Z)+y!{xFYf6MLc*;jm9I!JCyEhDK76hm2z*``J^
zZe0XDS>u)1E_$F@FFYxMA!#V+@>$EEKg3auZCM{_-TA<GP8u@9Z?WW7wwWU~cV?ZY
zMA>m}l5sBBYk#Vi!n?lWBsQL~IsTTTW0tx~(D<n@+u@g);pD9AW)Y;~Swt|lPyeAx
ze`7LL*-N?KOr`ixtCN=OOrF$4+mB~#4}z3fCfd3+*i|d8i0o-i=l$OJ_KaIegTmd$
zJWZgBySyYjO_}E0G*}o<d&2CI%FW)DnDKg<#VjgpOmFS{W{@0u;uHN_2>S>UG1}VG
zCG8MhwL@Hc^xJ3`T}h>5#q8Rf)Kz6Qdy<rA#aRv9I|>Zh8)siA=cW#C#kmCpoRaxj
zuE#JUQqq`x7WL)wF}gbubQjr)w10_5?MQj4T>NwChjnYDD#%nO^S3D9v5_JbEew|I
z0>uxF_=V}8QanSy{8~8Nm)1qiPN=h7r3vf{%*1#9?e|Nw+(whKcrMEARG|+o<G<uQ
zwr)LP(STQzxnrD7S~7StJl5B-wC6J}LC<O<ORnKi$&()D`R9#Q;Gq{n{d;XUWOCiY
z3H2CH?*ZZ-m(zuGzMX6D`qZaFyfzIBA6t75rLtvtM%Sj2i2I`9RXufGgN}yM9c*R>
zPL>-a*^eV?oA1SjjW83$Cll#dQtkSKw+?ze;q>`lW@so<_Wf!Laevl)?ud=`sc-f+
zNR`_~*rcDiHh48BwUA`sbhEOKcg+t&Fted66MO%|csp1{_DgFynQF&dZO<df@M*gP
zbDo`~68Yk_ei2ld7Z=B&ygB;LM#;{BA)CXMW7kz)2*}1npCPTI$5@Yj_F7U_=X^XC
zE~H%H<Xu1BBGFlYyX4N+MLIoypNXgXS?&t>8z!FR3jQ(m!wy;ZqC{o9V%z;2<d1RZ
zOgvIsSmZlIN{&@>Q1P-K8*nWz^!ru+ti19~@?=<rjd}R^_*JF7n7`${(^Ip9t9^H*
zCG&pQB~zmX!m(LA>8X1}?@II`J?UB9Cu>Bu!0%J4VO)e{%Oo|?5qq^D$Mh+A56WnA
z#bFiiON>3GJ$k9)JC0*T4>W6B{p#~YZ<2QiyQ+(+=6_hxW)s~9KNlD~YQ&r!|2r<a
zDOTXxmF3H2a&%#KG`mIAWXcZv3-{va8)w0Irsunc*cOH!UHc*op(wp>Kz;32_8(i!
zTfaqK*@-&Z(qpK*Nh@YFuZ`|vp6Xog!g`_&YrOb%&9GKvfq_Dtb1C80u<;|e3;6Z2
za1o3C0Z&#Z7i~REvUIf9SK~+Ywa+5c{3nJ!e-9k9n5*&8vt!{87~n68$|$$M+I9?<
zk7Im?6(;`-Wr`*_9wjX#n~aa>One_M!_U9VWB+U4MV}eJxJ#nTWQa~H6dN9SG-V{t
zTRJrD=x3($s^>~_geTfBUeCXrwdQ_}S3&n+Ianlfp4|sca;lddd0xnSR3T7knfNf_
zUE8t*8-97$!|qzjjru7E7V97iqle4=iKug-F?;99<nUn${JhC{>g(a~{zMbPoGE*t
z^hf;LO$y_%C{gjIas#K6%c6bcChZC<-9p*;L_?<rp+}%goi)2|Ik3flJB@5Sgz)yu
z%YVK-bEYKq7Z~Y9ZQR~}C^VVlQ7v3B?-hhCG`W255gjhYzi?zv-zDPJC+VP`MK)IA
zR(xQY50=YQRPw{k{}SlZO-`^$**bHePF`{_2@yN=c%u!Gpo)4@*!S^LL=$blhNZ!a
zWZ9PPy{im-sd|;aO;HcT-vyt0^B*nhyRv_EU3>j8;^x=q*#U&^b0rD3g8xy=cE#ww
z=1Nd(vb^?N7O#Q~esxz*Zc_2~r6-&|%eE0KpQO`|rRr_}d&9@Hao@J6JpXr1OzX?>
zAN1Lh!<@DMt;L>2X`fKNi-_o7uT%X9K6mck@xMn>{`YTCsehZ4B`f~<pL$yRSR|*y
zuM<=#YKgs#UT&rD-@iLY2pt*w=YLc5swDCGCCK-7hikks6Szq@qPb03GF-i-K?jeP
z`?<M1hOeM*<nTb0y^xDkh{E^JIfj$}Uw%zHZdBpiKTu%QaiVF>_6qb7j{naazV|6P
zfI3-i7PO~hU|?WaV*Qr(*fAp3EGWm1xL`k2{CT+4E<Huse__<UOGHxj+&?YhtZnV>
zz3`0!Og&lIpS0W$7jq|dTu$o9Ea{X`QA-qln5SFN_vzj-Q0luE-%+7%v~3)0wl1;T
zUYqgTo{1;I{qes)%9|UJ&f9$W=(RL#_dD(O0<3ayfJMO9*VnMrHnM(u7U?kDa>N%H
zRTK`FJLN&!0sr)vz>yI@POGhzzkax6?>6H?wIor$^$sz*u%BemyoFsS@7C>;@w@^8
zn|{!}AVy_?R%_PU+M0OX{HZ|QhGu%x-RFUOM6BVLf1b!tcHNgotF-RjyGI7~pSnI1
zHZ8IKOX%MNuxJTaR#Vflx6i$O>Hv!4JFAq>?^*I!u$aeyfzA2i)v+3HhoA2*`jN)G
zIqM6MUP*#Y%EM#{&r9_M#TR7J#u~DFr6~bxO02SIsYfF@1|^yMdxRhd*le!m_iCFF
zB2ZvV-KJqedzs6GX=>nR0@bN1_v87_<F!?PM>Z`>hBg|H3C=|-uyq$%v^+(d^ylgj
zzaF5sT^uYrwIiUPlgwL_AY^0T`9XZR#3sUvFwURUp}YBd_ZIk~PK}q-TNW|(z@1Gx
zix}uulzS6QlhNe)sA<nHeWkQNTcfY^XKAnpu6{oo;^^|X@dbIkOSa6m`;vV5*`H~*
zpOyNoPKLSQ=DO3BH8ij;4SSiZQ!NSs{$ba^(x*7@+YaO#%%GiIU5irCWV<~w9^(hM
zVq$mkTNO%UmGqkH*E8$Ck{a+SS<-s})3AS2BxRvLFVDOwq<VAM!E<M+0uQ?r<_;H|
z2+(Q@rPq7-FfyD?nmNvs4LVDq^y~w$2w~^ZThf%>^=jw^H5NOgPysib1T8lghn!nm
zCMf&fbmy+i(XohX8yg$Hz`B$Sl?Lv3)vYuh8?N;&;hHbQnrcBO!*lAbn6A&>M?XRx
zX*4Rry-QlJV$@AVe}WXwDp~3{baQE<!7OUymrz%>9>%nKcdebT7X2Q#+QLps2<Xdx
zC~s2j@laDUs`J*=aaL(R?Ibam0ZBsbR9Q5+jSrLkF#SHWnDd8+=JD;RLHjw~=?V_B
zzY-)|C!Y`ft=xvY5WgK}w;io?Wxi<{c3Jg(nwGlw_jgXPt1f0?+jsT*WQV1Z3e2yW
zE(!d#{z4NYh42gA(1>`N8wU-%JCa_Dzn3Z|3OAQV9EOUm;<C>jK=HC`sedaTazr8&
zOnODBhfZuX4QuMJrjw^jw^I%wAn1u7P=k(4G?z&rv7fxsMBh}O{EvxezYc_SG}nA_
zyFf3*21cm!7U$x~Hax*&sSLY-OAU&%beWoIj}Hx${0sdJFT@gSGwrd-$pwV^9d)D+
z30;xC3?)VphXK{~*^XZDq%qUzxVX#~Hh)zj9!oNufNm0TYbpXc2<M2F@85Z@Tv5Op
zyQ}F>VQeLlGlby54wpGJo!4#lnEQPjl25KdiS^xz5-`VGW)bCv-8Gej_7u+n1N*V+
zviso|a@qwOjA>|S$crUi!cN1&P80QY#v_QWiLF;sA47=BDN-jtwNj=o_9r=4eCuWr
zb$kH(=Pa)yjr(hWla+AoRIR{nL}yON95{Sp?t^=$>$q8&z0ROFwF$pTwf5c)DV{6Y
zt&K<G@t<JsmZ$H66_1^{_WNff=QD}wr4_IjA3uM=ubH@O2A_g<r`Vm7DPaFT@NtH?
z+$8yXBX%o)z9AW|=}g3_<tiK-=Aht*l)y~`>7B(A@*ZiT-MCyimRDIxY1KE)e0j9W
zZ=+kGowyg3A>p}jRZI+9s?~`?b+@}&$nEb;P^!mVpnrwE3F!$IBv*wsfslsUj9n^f
zZoZ3~fLb%$5YzxZ^kCUjuMa|O!Atgi2GYPCt`DpMf64mv=@L@Rk+R(>v$J^9o6Q8{
zw*fY`r|j>AnEZqK28}sn6(YWC({6RnbH6{{=4OxTgS@b}IpV@BVjr_!1Qx}YbjiH7
zr8Z`p2v~osx7J<mWQ63F0>iSNoU9akO-rw!-PO=~%D(^G^FsH{0*SHftG?^Ac5uJy
z#p3qH`i?hmj@OYF@;bG6+TGx27PfJzr0vmQssp8u|K2Hp)M$L;f`o@6B>Mp<1Zvx|
zjDQIeqJn*_Zp-AJ0y8|gfB$|JHjuJM!h^k!SE9Rm_1{eTs{5xU=Ylig|Aw*;)DY_N
z>kM_!IxHe@F69O7uczjk)>U_TLJ)KQ*)*@W>&=Xn+|Jg@3csxWLB9}toL$CP$fnaH
zCF+V2WVmuGhLc^>Qww>R0e?arj#T3$tS}kWA%dNQ?B*SARx;$6DCUv^CLQ|XOn_|P
zy}P~cIsG#-&CGq+E-MFe8#>jcH&gBF!3-#C63~dn22*7Bx8(Va%KM;<UUEykhT_<K
z5BoB`d9x>r##fh?*R8ef)rxAsZXE#(%me@Zu{$ffyYlS*TjtMV<394x%*+JqIby7&
zur32Tn;y`!cN(pHNP%KP1Y7dT%F1SAm&WUi1najxK^@Io@08TgGj@G3ukeHKQF|P}
zv(C{_Bz!1jY=cKDcYJnswxai#XZ-rcWu@w=aLG35<ut=G`)cBV(U@0^?Dll@?`QNS
z{dsydW2q9JxmHp1dhiRjFGmZ~lO)a}rAV(Y-=IX;t|!9{+-2{yM$6rp`Yo0NZkt0k
zcy`KGXkq0f?b29{9+E1PT<UYcLXz=3yu6x_FUp)oL{(CL97Tl*WO8wQTMi3-t;2XS
zDC+?ot3)5)cDCl{SK!lW;JZvrOyca6wRS;xx?td1>lM>jw!B)G&@P!BRhK$qTpYjA
zY`HsQK2#gq!7t{WJ2ol4na<Vom!<c&rXGqv@M?U1)Knpf9ld2Pz1qy^9N1Xm2BQl}
z@5*t$Or>BG+wZTKs#kxosL2*D87AaBOb-#L-+EMmi(r+^{Qml^Bp*FY8fZsfR@<0M
zk6>obvc$*?WIt^3waS4<K6e_MK<^Ylg>QYQE?WT0MgpKguV$pmJqv4LlNwkqL!RRl
zvFmAGT7`%OWYoGu`3U7OS0h!%u-e0}%Hja(Yb;M_@zbGG4fw*Ejb05|-?7VTiPOfH
zZ`|m{Zv)uyD`@AHocyMZM(=OiSXo(#6CxlzBIgP@w#=gC1aizQV$OX~?C{3cQ$OCy
zc+=*u)pPIghyw2M+uz3NK%9Qbcb}*aM3R%|cP70#fIBDJCEg;bvJUp|907&&EAH--
zls)dgwqRWUKsdW>;dq^Y9#oN#j+Ut|sBH7QHM#|crbi<=dA4Dt2vn$BYvW72<@$-d
zF>m3KooiT@Yu}$cQ%hj>zc=PH^%fF*`~>cRPCY;q1R!naf7qPwRe*p<AF;?v@ykV$
zBW7AY>i(N^AD72!YNV|J^L#&R_I}@l3Uyaj<-^k%J}U90(q0b;FJI|piLX*JGNyq1
zOcO>*+Hw@Xahc+=81MbSzc0=%Aobd>1ExB1y(a?o#Kt_L*P|MdkXWu=?+nI^;RE5=
zO-K_#4eRx|e|BFX$<w)xs2d3R&-nnMV6ll_c7rU%2Hui7@zSBN>ONpO%}0+uF)%U`
zNevX~3@37)gwsg58sLHM_cttr?fbI7n4ahRP*}adi)6QI2s|R#a2`^y9{?N?NZWNV
zhhZJ6XMX<tc?6_^n#RB&4FBK6Z~ik}f<f{h)0s1V{1p%u5E{B*v}&l|u}MjJNals;
zSxr2Kq?78oPp@}>xX*u%M^4$<ViQf-^G5s{LRTk@z<>%q!o_izp6!~u0@m|E*(n^O
zk(I)z2-Q*RD+JgzGTRWKeh5q`f`msdI6Ij{z_2)1eseg_S4&_I+U@4wK61D#`H~VD
zuvHf1D|^UgohtPPLlqNfyjKH&ZDmEpm8!+pg7xR(oDL-({sFKakPYDN0gDLfGjU7z
z?u?W>iTH0i?oF{%es{@I@)@tF+s^lVmH;aXdoE~~G#wivG*AiwVfY7PxaXk?ch~x^
z_kEN<tkeU*8)My($ivCmWK(8AS{^g3eEiYWcZMky@170Y{Q63HX}FAuot;n?j)X5X
zDytWA^PUF!qfnJc{i)r++wohgQ?~_On!9y5y_yB9rlW#oH=}lPnD-elFaRaqB`E8+
zk?mZ&dcPw<s0H`=6$Xq~pkLHT*!)$vi_CohVkY|4!V&u|<Ye`IF_(u}S1qyWI$^(7
zg=A5rP~__5Aqm1^W3JoT35r95J){~x@_bekS*Fnr*fJR$rT|J{l{DMD?-`&brEW9I
z6)m08Bx6i(AXK01j0~>N85wtlQ(jfhCOT{Y!9vO<8GzUZuq(T7Pic@N+aLr{Miy7@
ztRX)M_pTuEr7Cm5xn@c9?YSG5{z$ZwDM&g8+T<M1<6UOgdpT7oo3g({NR$ndfzdDy
zOLIZl7!pH8>}P7t2M^L38ykbcnmZj;wGAYb26SLWJ3Yp%!8G33?WI7~Gy@%*ls-~!
z(P;Do!nZ}*pU;mn)`o9j^9{5Jwd>&_^z4O3&Q<rkM_ofZWhuL91A5?4BDTNfhztF_
zU(A~}h8-}zZ?7bXIwjWcEZ2Og3w?|jQJ`k=W=D$jh{KBS)o0=D>EO=`qg5p%7I}J@
z0nP}i$+AVDgku68|J;KLNbU;SpQ<H~0G0+{T68l@8KgyW2)OZtOXDAxUmEvXG@<-a
zdO@)Wl!=dyW?cF6Ba|I&J3RA?3e_#R=ufd?^<1Y-i{j##*}HK<dmCnn-uP`U&TkIF
ztk4G36#Te90nl;*QV?wcr&3ioSW_4Ku3Jk312m0j*qVI3(DPYEzdZ88hy25AK3|uL
zCMO@kp*L>up?wp@-7^oJxG?9gepZP*`C72iPlQ_o5>rZXaWP`c9B|`>v6_lRQK#H1
zDL!|Q(mNWr2i7gMY>f*0&LEJJlfw)XUJF=^U~9en9$dpCB-A_lwT*|5kMGadb@|W}
zIcaI|)W;?s=D=bg*+iNK?RoA2lqW;}6>*<cMJlF4qrM)(7((b+8X177Za&{Toxio^
zgR_!1LvLF_N*QoSKr#vJH`ekOkN*7+ucjpg%mKC_lYrQpM&*vKDQu^&uD*(h!17^g
zKfzJi?ryD0_^hO1Z*FgIGsC1Fq>azu@c0-l^;N?k`3I*V%9K@9)|Kxcren^4T8-&d
z3ZTm*&Hx5m_gnJBnq(alsQkKgvk)pr)fqw4#q|wAApi~c=jZ3C;&~upK-4V9K6s&J
zZ2aL6+{1aSy2_*&;Y--V>;Y+l4ZA(tgDQe`(~If4UR~0pIl$ovi$4Lgiq8(yFU)79
z4%lTSpJ7^6>1m7Q^W2zw*w94)IuHJX09Qb2g$Q9uNJyY!eEttYrNEWCfeqvV+@5QG
z$p{<#Cn2kw4R9x%!C&EPKp`4af-9FdMD6>2;=+BdXI;9-dzt5^<fKlnw(Ig^@1@~>
zT<j~T>gj0=CtFi~A7>F&g|!UCo1t^)Wp^I{()bAQ73W3ngeApBMj|6@TW?xpA0GV~
z!=tqU`K?A85Co^%hg-;OSr32_VfWczZWt2qY@{4~Ah}fjJ%lhIC^Y>A72^x#i?H$j
zbOri~yv&4;m6iJPA;(wkcc!N;0Up_PB#Pwf79^(lOuoDs9rJiq3MUH{GD2!C%!mba
z1cMzCfmH2*VFHq@ig<}omsC1<mK}frgtV$lE(wphwy;8l%7juMTlEVlv9QP7gZ>;X
z1)zGo-k+<kDMYZ*y+7!Sq`6Y(F^MrC(B^MJHeyjtJ)BVt5bi2L=L^?P=igX8(;Njh
z-@6c1Jy6bpGA@ZSu8&r^msxi(W3Y*<_3NO~m^U88wAlQ5{}JE;pMU^jAas{By>0}X
z^ah+jE{HG--RYs&wE2l3${3#EhxO0S&dtQ2zXL`t{YEZzpMh`YLF6J~xAEs0eWJwq
zKj3dTk<71UmmYb79ln4+P1kympn^e-zFG%d=CZ<>K{64qlYakgS{y%kAIM2fDFM&h
zu+1ST)WIfDsNRSl&cA-j{Q65hG`b#Z0qj;A*O^R&REh_(>@LHmdhcQnp$05qXJ==s
z*Ex^Hq{8IPY^_;0R|cGsVX@^)_s7oQ&Y7wSlVzM@Pz9ZaOL;P!p0`hae?7KbVcUHN
zjQtQMRr`QJISqcf4SYwGr&<&6tsWq^F}7o*0RBi(^sdiXAZe_#_Y`>CXP{1jE8h-Z
zR+ycDp!ftVHHr1UB9w6Y5_uHrE{_(&yS3#oy_li+bk8H@YbAa}dlUbqGJ7!bR~7fn
z%uETwPW4)JH`6<CMxSK$p0wKsQsckVi5y*pN&;T6DDs{Rh=o}upfX1fKUC?OKC%Z#
zSN#_2%KF+|w2M~NS0KxY2~c;wbHkpOjR+13R6nHaXVt$-&Vz2rQYN_;UW7)WV)U9x
zXqZ`s$`Am!6pLF2AEG6nKBxgYB;9-&Qe;N<0M*)qgmv-zpDvJ;`ai3jtw^o}rxd4b
zikvelrep_!q}G`{%U4+0NU*XG+MYR!n}AwVf+b6NpVZXS8uLO!Em8-c&c8rtYe+?t
zl`MX|S@qk6an}{e@UM~26~E~`Mru3)P|<=aWN;Jv)yeP9&xXYu2h$L0`Zbv9cJ1qx
z_1$qZ*Y8YBh7%b|(N7JXVLmz+M4;dJvLQ!PCi<3n)oyDLx_GZ$>&r?-^C}_C8qxIB
z5^mlDKz~DA!n@mW@7-ypsb?_Oe0ueuCGahDG<{wrh+IweonSFdfT*OM01(PXg6)Gq
zyGob#-;Ajmh2eyTn^+Q{&dM=%aW~5ZJY7hKbuXx1wTFtveR0VMGdWN%I>?og4;Wcp
zeCD*3we><~lCzutZnpw^e}~vaKE!j$8*c`5)(5v&Mm1a2pA3AZAU)mY$3kIs<K{q!
zBs_;wB|QMSX6?E4dD5tR#K`+>AS4KOj8l=}+D>+v0T_n(<%h#APwO;4M0SefF8u3V
zIbo@k>07jRI-ouFLVTa!BpU7os`O0kZ&rNCw*l#qJRPku$|i~X;2zL<U{b{(%Yr64
z;FdA)%j)gfq%pRU3YXNbg*T@R%N^&vWI^SKxz%>lrt?C@4kR3+FO6g#C^heq%4S0(
zfWZ5Eaj1mP*!R_GGo?q6B0Uhg0!QBid@2*bumK&j@b!xll*!4-zFZx?k|qd&oG?8(
zWAElJNrDu=Vd>SLq-(tm`$R!p)iw+PpAzqHb`PzsjZSAedp2}0R}q9=&(6v~z|kR}
zFFnxLpDT&F=`fJ*#`=V$ceH9gGYL^X)1v4@A<yt#xze&UO0IIp*@MG4>(L7}f~;8p
ztfG-W{K<jC3jid<gu~_P$qRg#1uY0Uei0e&b4U(4!*4iUtLoVlLMH-pRcd^5`K#HE
zq&&!O&hZ0<dYBZ**++4EpzJOrdygN@Wnj()>R^IQ9fPYN)@BuVy9-0fB>&b4Fmv?5
zgQ%0mVaw)&j-nL@rx8^cmcrVqcIdmOW3vd>m~oSM_Uzf3Wa>3ol+h!Zrx2wkNcGKF
zsU;u-@12r_4GB-&at&bs3X$0|(f9Jjk6ggtvq>Ogj^?t#%Ld5Gbup$+bFtXv`W@$r
z+gr%2J%7dMCr}qVa9qhyLmvhN)SBb4LBMdT;kZV<ZbHJ(z5VRa`Qp9D=b@?qnwnCT
z=mH;t5K+RKcqg|;(hPuN*q?9E%TEP5Ko1yMB#`W(v<dPE2y0(lb^uv)gDQl1El{lp
z%6+dm?gJ!i<{ZEU!$lUMXvhMA@Wi%Xzxog|+TT^M5+sh|khmvIwGG#e6;7UhS#)N`
z^UqhR3Z=D6r?gB>Q$~C#k&13@cqp#JU(BDaqi>CqK+CNAku2;u_}eK|Qc`lnX(jMF
zLf}B9HwL8N2cNgIVv!whY<Tb+S3ZE$<tYQiA{7sIT4m;BP=Z}`1ClG$GYjnB9_&n(
zBnDAPLDe9$fkbje#CcR7>5C+aIK(6*<RH53Ok3=!0=WyIdm?<4&42L*CV2$%x`@j-
zbOugTfN$&eW@&gYb6_!MW>5)w;rWl;EUg?yD~qtW0KhhZTYp0l6}+#~)dKXg%YV2d
zrzR)c0$<cXBzuB{iV$1uJ#nsiD2oHYq4PmdP^XvKN<*gbL)rWkYrF|@mJRRk_|hLo
zq5hogKG^K3&;VA88_d~;Yd**hL^4zUlIs~68TU-Tw<$tcK9+1_4qs)5Bvy>I5VHRD
z02uKH61(s8DW{=g?hK-TxXKa4moQKV?b~8_s{e+tjHa*v`a+Vgd>#kXb~2cE%<B>&
zsX()We8GnTxyugFXQGs^+u$Spa>oSSeEpAbTJ{LxYe3g^HLpOyJ?58I!}KdrM5Rk=
z{f+zMAb1Hy*l)vj3`+g%p)(o1>XK?mIg#1lvZ!b|cI=oAL^82b9<+{_n3xOzj@lhb
zVp!0}3L|95KNC0(x_zTLi!>$pvAaTb{-goQ-UKBF$R5)7@PvwUc+U`pk^*-cg66?G
z!2we@5TkThx+=UQtZyqqQBVI498S}X{VCuarjiN}U3FL<K|t2t;gUCAP5BR$Ip`7R
zy5;%w3O!^HHqUhWbT%lCA>XwyrqZx3Wk9A-Kl~qHe8HXit34gyV!>-SY9UWr=|&@f
zH9!AaGSE)*A?pmtWQvTJRUeyL5diID570}cU6c=bf5BioBQw(;(u%2G<T|djSH0J%
zVr(|97T|r|Fx2kl%Bd4egGEgQha?e)Oz&~u7KfhJe}sXdfkA)E?yp8<XA4lF^7%d;
z{Ryi0)b0pv)<vb|XOo;v(fEwuSYjY<dfKN$sHY()2r~n?U+1rrPIK5P&QXSwN`@8A
z$sdn~Sz?|C!WIyi4R5GCm|cUw(bm+|)GuEWKhqxH*QX8d?TFaVdg&KEdchXB@eucQ
z5e&QljIdXpUfR;la>l!b)q4)WKD`7LGWTd8?tm>!2I(sU$*L=Vn@qdReEz;bdVBK9
zfKosZgsohe#sb5+cZ<q3dHpMGEQ<3-kfNJp);R4^MXnz~TN3?E%6eXIil9;W{hE9A
zMjrAA5nS6ImJg?ka5L=(5B>z~L*uCrDwr68vdAE{vz5OxPpk3)FV6hi6v`(qE`Dv~
zW+Sw#hzM{1Iv=(8Ea&j?bAP;Mu4-IS|L_2gUw+)W#%pN<vT4XJSx#M=s6F<$i4GoP
z`k>t`VD&pXwFabb?GkG>%)tzh{gJ*B<iC<v&uLL|`sdt|JM<yk+IXjA2QX#?(S1%$
zJ&ZUs?l_CbUuA<JK6KFs#0wQ+-!)6M6e)xMYEpWDCINuo@YIkgKz|YIU+4B9+at^k
zxKJjr>KrI<aa-uP7C_gY6M>|8;3kolgccy|3JLC=gO262YSg|Ee(%g!-as2~E?PsT
z8#<NRv&B#L1q;j?>XFieX#q(wA55Wp^*##K`2F2MuDBmTl?#yH?qb=mVM&3&n&<LM
zI&a=!t^_e8uB*Apx?~>O1nUwV{Q6K%U0II(F0xSATXG3{{fh7GcB1#4;?(=M{`rcs
zSp({$19E{1WR&YSrIhw9j`t%83n00}+H|YcWl5xJO}GmDD-`aEoj^p`3g@v#20j#u
z$x4y>(Tm=9To$mNSN){7uU@}?-3ym`0{ae$dG5oulp^I@EaAO;p>U<K5LCxb6)$!v
zp9i3fX@g#r+{F%Z4uU4#uT%q;hg0OkzK?jtWmXv9CJl`rBN1-nk{Co}MI`2t?~(zC
z+DU{3Zsl8ATUu^ON%t(Qe}p&hUYj$WEIBW--xSN_waIy7Up@*r`d{K8;M;3@Caa#p
zLwbw4eI+&;{HC?Hrn#EUVRK}hEam)<pN#~_aJ|5D|I{{sjtWTjmu~}9y9H<jLhFL1
zhYSp7RwU9i8-WpC6nK}5uHBD&9tfc(K<bSVmxgT<>#h`Or05`w3WT5g0Kvi$30ivN
zw|rYy7il}uwyO9%ibGWU<;I~$p1TSlWb+Eoi5P>!VWwIlBnhDw`}D0c@xfVu?XO+K
zpSWUnWBb)u?gb^q>}ZDj@@p5BAnUr-$RZ>P!06?BQxhyMwI4y2sga&N?|%<aqd1~P
zcmiHLXzUEb0Z5M%2_sOqh|6O}RaI4J!7nH0Z(IX%pwP_6Q6#b7M61Kj<2EG=?U8KA
zAajF77M(3@esdQQMcFYvq97aI<icoqz+s*$y1f<2V9z}by%yKJOZo-?u!yOYT?NE`
zTsu5^hzx}c2S7w5pl>`$SBQX-(FQE|{QTw?%~|7<<yD3k;2{|m<9;eg4-jdrkxdFg
zF@u1*UEmIC<zHHQR50yppZ~ZOWR$;e=V4EJ(D^?jU_2M#2)#0J{Agso2q0084Lds+
zAmO`~fnXA-#XlTErA0(^;N>S#?!s4BT^JbDT0<=xVwOLMyL-T_K@Hu?J_Ko<7rEdP
zkaM7bFMsj`0yXT0$nn4zRPYK4VjA&$SFipCZL0FPAnGdv=n%Km-Q9EsxNIZ60McL#
zhMGFo16@WdZ~W<2;Y6SWB$*fM=*kHaD6g4Je7cp%MnRL!M|)*mf*@rTw6F(_E?&QL
z#*twSTBb<q6}n!$f@qCM%Nr@9x7mlpRG=;i2kq~MvDrTUr5Xe=WDf)e-XwbP6OZWC
zDSit)Ae3HtbBY>uGO-fGj_M_GJr537h?^$#%eKde`T)`#>!#M1{QY`vJD|+w>|Fbh
z7IVD`<IYp6`G{}};6I@n1`w990Oxcx|7@RqQ~KyTZG%!+LaRdMFme^5ww8L#_s}kR
zDBJ;@(O2W`^7evw&+i+if^{2FKf+n_5Iq2QJLMl^q%zFJ>h%?x)Ld6Mj0&!RdM<$r
zTOU<80U|KmXaV@_#Ri!k#AZ<buP)-HXJWMOjNiC^2Yh7%P{2LQG3X8>`eB(>dt6w4
z!zWl{4j>fJlM89*iMlFsToX!RL$MK$D|%tX<ume5VZ%N-Z{%*GbvASr5sr(zZ<yKf
z*==jZ{4J}bE=<JaB53wq?p?qg_2U8SYRETEg`GqNYld)h0KU#j_DU3@dKnQR=5!%g
zmR@Q_Zcw8Mny`qv=WYYtY(e3`-}zZ=(tdMK4zq;~k|Dbh;V|u?Q$+?Tg3lwP{1b2=
zZBTB39Vr8q>_dA0;7K91GJKagqWl?dTD6@<l)*lq{9*Ojj+cyA;9NDqU@C|J25kTj
zV7Y1J5oq1!f)rM%rg;=4$92w-ii($okD!myFS-MjZB0_BJTiY&J+>cF9T2r0dUr_u
z2g08R2h#6*9Vu(MP%(g5NFf_t7%WN$V>9W*e>#M^n<aNN>>}eS>aaH;CM2>_t0G-k
z5&J$x=x|tvQlsR4=X;`0!+2A$@>}3G@YDPj&9SQoESR6lOH!eN|9SBL%M8^2^ZBWl
zB;p_FeZBq9o7TtSy<_AJW}!*sPA3o4GQ0yF_`iRf1i<d%1%Mjr!B^nNt^b+d`tec{
z)YFbd4&;O8kSz$$_pI_ScD+e#f&1U}$g_As;z;Kb42e{J9Kk@}3}j#oB(WTL<5mK+
zjSpSK#i8Ec`pD&ZuZL-WLMh&ud+%zv))tT~<=eCPm`e#X$%hT-y^Ur@4e&=l>ri+x
zJXjeKHjx=KWCWyr@$g|y03gY(KhD33s4%1O@-n^y{U{F_IT8U|U%2K6WJvR~Mu&Mn
zuHMVltqb{Bbb*3@UryObANSkiuB*4K=GyuEM$BbAAI3zQ{$0+4Dnv<b*xO7(mW)h%
z>E!DBE0TaLmjzMKNE;fF!6&Dt(*N(@@ebuuYHRh=(Rj0%75)8tHL#R_+d}fxFa*b4
zY}3VtOe`Rc+@X&#?VuuhLU1KRo$2;w%7-4+!((R!Vz}OxJ%HlWI_82M%sQhO1$jEV
zwpJ>d6S;|%8_*?WPGa$T+Y&&O9%MjGsXIRSSAviN!e$Esm$k6V744S|76!`v*~f-)
zGH|AvkYzM2S>O;+H?pA3VjcRx8B|8kaJ`q+|EIUZ-47i7dMb%i7qN`js`cRqrXX;{
zb8!nhU-a+z=C@cB`vdtC0$)4%sD`RN^JY7f^B@5!zIgFM0zEqDD}r>6o<BbbG+zmZ
zP_$p4;U7)$Ze}z~54qP%@9!9O+(i<(eBr}U#OA_Yi~9WfU%vL?kFo<lg=*CcB|;eF
zli7Y`1-y~GQGup!L34H(uk}T0QpgF`Tx2p25qlx>kJlk80y2?-d;ltd{r>JYGE%ci
zm~injLWT^p(|Dth=O8ci!-o4m-FuB#1Zhwr(-R=)eXIZ|j0X(T5BLwM($G=XLFR&>
zbW7h6+ws%08bem&lRGJa`SFzI7?QiA<$3$zM@OoxSrn<3**fcN20MI5Zd=FoSKbZF
zpC`w>Mw~+Qq}r<CZE<@Tq#IwiZ#LLP{@TJ<6{Z$rrUQqLUzZ+Q@n*UHPcYYiw)@GX
z)}j!RQQECbW?SWf;KfhNU_wMVY2d1pipW(W%Cm)EJ~7MS`mg)P98Q;m4<0C4((8hL
zr30{&t}}cw^TT?uei<3rd)ivq@WJLEaxU<1j)ms<Iz_9sl*=X_>Ei<KRZkK(rjDCf
z$=!ty<*vOPrd70^x^@9mrA!H+Xni)FTiwW#Cz49zx#}`P1)?tRZBZ*BQ=}*F>s$zW
zADA;%>>N@#OB1*`MNhV2QSwt-pT)71m>^HOf0u*G*Nl>{qf#cJp@lxk`0kZyQXA!_
zTK~oGrlhTUj#P(#V0mdhKf7v&earYNj3Uk^x7Q9fwXDNmOIY}|a^V9;bMw+nOo^tT
zN>4~+Vj|;aS$yu?@fjwQkc8iGX|UTdcN#9U-u?Ar_ZdOVua|{dU$~SA^Zi$_N>R=W
zesxbqkTc_LSUGV=FhIk_`EeCxO|q?ZG1r;NtmLdw*cFK(voiJGs5}S5;2A^dwK}%S
z%Y6lK32LBMc<&ff){f65|1ayp`Tlxm9ITb6A02U^$>8v>5>@OO!_1e}aNDKq3)OM7
z@p42BtM+8qBr(?@f60R5&~w-0KY69ac=a@+_N8l+s>dEzaPg2jNZRM>-#%}RWsY-K
zO`Z0gNLl8$TbHjc`7Yw;6guPzfsKk)+2Z98C)mU5l6$fy*ul$2*yU=YD7T3|f0|R3
zw7SN&6~(3#=-nIqY@VMph>4pR+=c^91rpI|+V2_OQP*9ES1oyRY>Jsj9E*plb9YSO
zmD`711+Q|ozA*1k6xeesC9QAdeKbOxkhfxmi-U&XaIcVS?DOHnVqP-iR)crBm3nr)
z%Xk-$Do$Hd^AHQr<KI*{;M;PQ&#jItns?F;tw$^`ERgR$D)t)|I%!pKq9yK4(Rw<T
zSjRQbVDk85>o@o|Dl+b-7R+z)3WP5*eaZM@9O7M;!k+9vaYwr(i%*a=*ROQ^4m3H$
zccZz$hgQU}i#aS_W4Sk(Vk)Rq?bEksZ}!9qao@*!s|Tl_UE@DuUG<i41O1JI?u6bU
z&5uvU@gj92Jc(?!k?mLP`lQu(i%%g>W#g4PWa$|vy=N<it^*-@YP~$8fy=4SNc_ba
z<^z*mvDGd_cCzizb&=z~EPblTC1#WDrd+|P*7FH8QGM!SSHw1J^y6cY7nFu?Sy#)P
z6E-m6Eqz$?+iUeduf*(~GLnVMg5`L%sdxe?{7x|$USc^$cY>`X>H90aqDtiq@(O~^
zn<Dp)eE8&G#shH|ml!T$yQ0>euU3qGOPO9#885mzH81}AXH8B<-_ekhd0*Hfs;p^d
zGEucS!&p6@T^?1s%0F{jSBmPW=Vgy{7z;(AYG244%2?-G8W!Q%nqkSZn<*@PCx&~Q
z`)@=#HD0Gj{((9e`d>(c*Xz6~V<hMxFmQLpkB`Ik;Tb{r_k-I=RR#SOV6DB^)fr7=
z<HcP`KSpE<o8yNz#?%B+_J(Xyo!~<^z~#W`wKPv(;pk@KM=p1@N%o9G?<|QS84@UN
zNdR{SkWAzvKop*!>MOmPyukrqmCFYZhy|5D3$&9t5Vnf~PJM*3lMBOXFd}lA-9<zC
zQ#m!__syT6oeN_`$OO?1$(VO{ov0tZj=DVu?7m>=B76ZAcdG2);|iW*B!N&l#AQcZ
zp#K$4gZjrD+O4<w;}a6jci)1o<~U#lqB3|dw;&tm2=OtY!Gi`P#(5$YS+od<qKns2
zUrz&21(tbJ@;EOuD)`H%e^>GK`a>alMRoH?cw}7U2mSUXnY{zL_pMk_Z>)&45={RY
zRDYRB3kUu8?##)n_pDg&|M#U_9LO?{%m3G%{@?t{=;DP6J5iPHV7I}rGckrc!&4WX
z^A~lQ=l7bCp~GxualGU995zuRO=%ji1V`Hgs@p^58oi&mKYN$x&b&W+>?C)&s%^n^
z^WQcRNm%T)5ZWVcrRz;I!<UreEA-mcSW2y0wG7cN#eUrHFP!@)Q>Hyu=*AGqot<89
zEx0Ob)_#M(gSf`h)c5=M9~3^l_=IASp+Oe))0?Ml_i9+Ul*TCAp9<@YqeSPT>5r+t
zrTtQ>-o<0HjM|w<igVcW(n_bw4{eip;2fJ%tWN#(Yq<?RS}jUgPS4x^6Q7H%pwjS~
zbGcU{^SOUqll`)5xa^*x$DN(82KQI$3~<}Q%Ie4Z-l5is28ACQFHMNG+~)7-pEJt5
zw<mM%=n?9+K-Y{tg-;sv+)DO?Rq=Z*k9rmBHj5G>sZgI7V?EPGc@3<R4<4kNo;%jE
zT{WiM>8Wupvp#S!Nb}}l>Mfto#au&qp|c^>`n0j09Kx~LutaLg?xGyGCtvGVo`eJS
z;)g$~@Uydi<ce;h%75M_fnqqh^)PLwYs5S4f-Hl&!1-I;?#=n!bur)>qynz(Ihl&=
z9^;~eN9cL+azA+=B2TXuSD9WC*)r`?d3zbZ5XF8>c{Vu6;D9~Px<yGk>KfejWTLXJ
zfeqWqEp5LSQKr>5zwK;i_@`>Nb90tiAsbq~UN{jx$Y{%UG9F)TLzm5cqlGH1m=EtB
ztD|W^xHogM$W}>^TkvSDqE&)WDD9Det95r?ioWfWu2;V?Z|rsgb2Z_>cw#n|#mr%4
zX4Bu`0B?)u$P?O+#V54&t#b0CgTIcnXgy1e?0p#}{zsmXNY0w7UYeMXU$Xu|{a!G;
zt-ARikLE(T_2ARhY<;ixxt?o%`NQq4qx5ojEo<Xn-ylSZx2Z1PYrSw)tCgFPQT4=u
z>u+tW0xiFO1~0r?7u}$B;fcN_CcoX+kMP*UWXrfOoaQ4nHT`G3t9HKf%E8m}pDa%t
z%&QYnye@g@>s{@EC)cy3Vm%p7R=S&h%&03|GWNRH<U7LvM|U`$s-pVtTZUh6Xs*W_
zS&b2RF5he8G48Y)f0A~WWci$n<MH3(rfJ*-6TwdL+vnb#h~cfHjnftvNI3F59L^fu
zZDMeR>NXFKN%`q^<m0P*MQN7d?-^__H8%H5%Lm2@oxk{q1>8ZER|B!0dM96uZ7?~`
zBD8he;&$tW$2a5{kG-b;#YEjq4L0`CE^L#~`}S0;iHe=qMsBFxcYfo88*S<_f2m-i
z@I#E)tG@Qd>&mq-<zNmo%oP)C<^M-}R~`@L+V^MdRCc1s5ZU)7Eto9XWoIZMqlB_2
zDpNYPR7}P)Df>Re2&F=iWr(PzL@7~<R!iaF{oT^@ocEm0d7tNb&*$_0^Ugo_XUxof
zU)Q~Sx8HSLLeW+N#gzSu$+xJ>kDZ}{e$&=d>2cP!1;ubJP}r2GP&@>@K|2&v8@wu7
z@Xyg}88uWBly8kEAV6-&1h=-rYkT^=ifs5kyi{8zIJQP33J4_>vx4;|Smcxc>@7@2
z#yEGx*TCGJN`*P&QJ9p0OyeO`=B+@Pn?TaFYuf6=Y%kbr4ucaU)c8Gd4`aek<pr^Q
zGhT{2<aj09wShtZ3pzY+FA(E_(Icx76ip5c|J-#mD@ylnz6ol)AEK6ssWFc*A*^*V
zg^_Ly*hxLc%!DEYNX(*c_A0yQ7hmTPL}BW2<y20Tin0AB%zM)ZJO*0UYgr{?9z>$I
zS-t-y8T>Q!l;Dv|h1OxUZE(g4aBElF{O^r)x>-8G%h!5$CS(u%Yd4$pgWYuISO9I6
zF8>Ye(MvNc%IJypm-ueq*T0ap#jX0%S8reDNM{1y@^=)AnIw;dC`xgqk1w<k-OQ{+
zDh30L1*pf$ch@=+zYqSK_?$u8tS;H4HYP^82Z5h(?RvA3{iS);W<q0hn~abRE$il3
z??^UKn8Ui?Q+mxOqUw%K`C5wJZ#l7lUgPZ8c3W2sr#$1Y*4-^5CauDmzmljQ_ZIkc
zol0Fd<X29w*i%TFeQS33U|0a50}jy*x8R{LHi5~{0Ux7XkEgo6`kHUyOX^jy686DS
z@0qD?6Ke7t6Jw(!a+sWRyI8q{XbhH<y;)<rx#*!SF?GuJbz3rrYWS>tT1P|FBRg5k
zNST^w$?`{3QvOR6P$Tae()3k@i+)-|b(E{bU%Zbv8FNlcu=MKXUhEf`Y7$5~?<8jq
z1aN%M1+LiB9`6SB=kHWbrY@sIhH*JnQ?~g;gsID}$l7NcYogWY6_1`Kn$oPYq=Euk
zl;&6|8%yQJPvmz|Wz7TM>AJey@GJQ8;DM1iPi0<|a~2$dAdocZAZ1*nbhu*jSA}4=
z3o|o%Ck9I|d90=kQk_y(S6JG0ERx8D=aY5V_g5-<iYzdu^6Vi^V{Ic+MPBc@VKmUS
zhPhH?j+KG^gPikPO(z4rU78j*TNc|2%jXogtNtPxY1C13yf30&q{A}#)qIb;Ym3?(
ztHMTr$%P(@1N}yy1S)%&0aWzdsPX(>#f#s*B?p)sIHc!N@Nueh<`c7{(rm`MkAsat
zddc}3jC(g(g&JGrMm6c@mQvkVhT?Tl@rx&$<n9`t?!H|kS~w=&bNHxP5AlJ8kl&dn
zhD!t~qaApiq=_9flLG~u<l#qEgeN<fus8-s?1|@IyD>Sz83UM_*z-HAWFrnF9Pf^<
z5x$T<E36u`h?bAfrPb&6KU?Stb|1QKW|!)}Car2G96MVAnrj(yd$g6ASMALpOW)H(
zZ{2PB)x@$Tl_!F#v5RQK`+lM4*BcIVeuEZ7*+g+T&g8EySBzAZW*Lx3y|3r4*lUZc
zTcy!+(tm)z-#2!`OI)j0&zc7<k2$Nv;kjm@?%)}40-9!Q<`$z#ifuwgoOZRdAK73M
zDQ<PG5hW+8>0oX?bwgs|TbEb$7c}GcC^W%oP-CJHv?~m$1=&p>)wZo_tX|@Ik+6y9
zRpvl;v~6TcAW=NppT~Dh4C|$7`B<nev1jPDjSkc9UOjGX6I07kDWa4-X?%ai5XS_c
z8FPKEX}-4dXS%op{{7zT-A9|?$}zwlCB05=T-=kY*`znex}9kQV_!*Zy*UV<-rZsj
zN$($AJrKXp^Whn>S=7~CDR}+2hWhiH-(<2vtMSH51S4Dnbweqq;-jt!AygS$Mg!sK
z`xin7@}%?x`CNQY`|?tclXr$}@X<4SwEueFHX}L1q0Hd*Ou-TH(UTf{ECabgc~MQJ
z6gQmm+BCzxX|-%}y{w)r3ykQLqXLu|M%{-kx-*S+%M#9I=HkZL`zXuI0|C>`_(O~Z
zXJy+o3(a?_dsHgQDZ@S3MI%jrY45Rb^A_$l%<7<{)=qJyh!=N$+GMF<+dYVOJC9(;
zD8Ft|er2pfYN6R)yP)aIxY2prqOPFbv#}k4*0^3hcRanE63L;_>$1DL&wO_gzIQKo
z<d|4-+_&tsiDhy-<1PbJ>+T0M#gd(^&GXVy?CH|sN*+7$I!r#eQL8T}(|0UkQ8s!!
z;wa3V^A)OFu1`IkiLBl>-P$eSxn_aUgZDei=K`v$#v|GpmU2uYARCp{%bNb*d}}yr
zF$RTRm2F6(iW1LWp(z_2Z~!I~xP=f{Oh7(TNgU<l<}^b;hr+CP7;<3o&ygICL7s{m
zU$Gr%X7PdQl6NfH`P9bQ_RdcAExd-d5LPXdUtAnn6{8a|1qW$TgR#v|b};K-^@x7h
zaI4=2Mb`)JN+1LGazCRu;tmg8ezz54gS+CF`w}GuJ;H4Ae}WAa4alZ)ZiMv%gE-D4
zCN`fTol8MDn~ke;?=pvBM{mnQ`e|T|V?~+RW8ou|P~6|Z=fBeeavluC@*RPJP(-xb
zJ&3`>vVQKeQ(Q3fwt|~4Nd&)%Zu?~{^V3c~mf4I~ngd4<*E&|lGHdsO$0hXZn_+{D
zzuG!p+sJ<APlybg@kRYnFHUN8$at~ER<7kMZu?=G3(vao##`UPL={ZTJNc}u#yE&d
z`n*>w&*wu;aXDv(%8xgcJM661zPlzjku5wg3R4*bK<aYh%r6(XOn=Kcj~ZeN@Dm<r
z_!U_|e%uGA)$iAE80RCk>fVQnb0Y7IRwJ->${ee^p<<+kPQGqRWGRl!ifiT1^|Pc^
zX1NjR>PEJ9)0H1ReEeG_0mWM3&fk+-L77ihD+`hKeNQE2(%7zLM`bJEr7;6VJ}rdn
zGmY~KPF632>$l$7vCIQ6o@z{6ROvm`IG#8$6t%JwQ~DJOE3xlERcy^~$m9z@1x<E#
z&d-eRNIqN0093SlK)SrhHuHR8`{xCOiG+cP_ykCyP?bozM37wl;NhJ&DPC9=@y?!y
z;cpfl5(exFgtY<i^2Wp}$p=a(X}6Dfa$$4fB$=u5<OB!!$I3>uPr6?2s~$m+MFJ4m
z-Ez4xIx<$z_M6+XT7G`#jP=WdK9Ml!z-6K!N9bhb#uft3S0yZ>S0%*!jv~(X-P$H-
z{T2c9-YkOl8?7X|x5i{Y51F)kA@+7{+?FXW%qj1($UzM6ktXRm)?d%eF-b<+#?Vu5
zrSm~!%>kXq814nT4`|)h&5+)Pi?f;HvNueT#`Fgz2EJ3lUtBupUfq#;7tk1#4!5f1
zgPPV*=`+GvCv6e*s^{YdMiNbVnwNNCwXokAXM-h_M43;0tG4&CMXmGi#9t&Vo<!wt
zMF+YKmm8GQo;C(unj}EOn5Vd!uokr}AV&$YW0u(6ueClM4;4Gyy@d;yly+_rEmUS;
zuBi@wqjXH{6L$@JT=1c2cPr(<fXm)@++FPt!46PL@eNA;JodR<EvrEi#Pu=dhx`$E
zxdUf2-aS!h&KOhgU-#k^@K(!3QS1S--0`!PZ^dt_;ZrSZaWBuYR`NmzIje89`GobK
zkySj?LH`b{NxVt<@kX=^p%2z5RGb7N#D?3IUVw;18~Pw}nC$?$LbEmm>>>qNQ3aVM
zpAKFI)pAZo^fV`+1ZG__0YQuZ3_brP<h8ijC{5(^6&5zm0PsVc0soxgC>>_JBSR)J
z60oeNWAk}cYbfiU*9BC|wS5SI2Vu;+hE{JV#S>r@RV?xY484t-xisCG<i=HqLrjuI
zmF?}?H=RG52tyAD2`}ZA3qY%z|Bs<Cn=k27@HY7^RjF<M*Mc?*?_v9*-sW37`P{GE
zooiJ<ZWOe(nmL&;BBNfF`XQt8c3W_;=GLmzon4A-k?uJik7;;cDO1s{AxV<=He{6?
zQ#W8xh+age$m-dNUUImDtvg4{pTyAb>v3<wFN2)9GM+Rzu3Kla<(G2<kJlZ$zVKO*
z&qaRnl}U_n{y%iReP~jCP3Kjj6$)h67LZ+E{ma$JcV!Q8;|-hEFEE~Dw!-ROF3q?o
zS#pad$~k|^s$!QG7*VqeNt8E5KKs2qSGz3I@Zb`r?adx+FslIs6pnNT?JmeG`X|~Q
zgd88p>frZLyPumoZTjYt8y~R{Ojzi#be(o}Hjuya7nmww<B0pZ5%2icivAQYzlFpT
z0OA1mT_3j*^^^}*#KfGoL-)&@u{<s;*`KhGQ}}kD*V3XoC{K7u%i^fC2#l<bXr#02
z)q8{1sLq@yOcILSgl{?`Z>0EPi&vxhdxc+>7(7UOXA+3M^ZC>E36s72TN;)?qA7s5
zlFKavnGtuIqnnYK_gLi3r<u1o`3Y@&<X<h$9{I4h;F^vD`6O~Qz`su9Xu`*&XHb&x
zxR+To5Vt)I+;BK@O~d0Tl4M_IwC^^HUW3a+Us5hh6=fix8NY}gkE?(t_D2stJYFjq
zdY}KwIp!9vIaV5P5Cb*%(EhV-o=Z1I^OQ@S^wTBeHm6-*V;fmq@^}*TIR^k_*_c?I
zmS73Roc!$B(stIFOJy4Pe!9%F8~f0t4GW9{Jhsbwc{9rAsykOx$a#R5o=v;ErS9Za
zt-Oq$bN4AD@AROjU2s}x&IQyBnf>oJY>sOY{RAyrqFo}4oU6cJ8Zof_?}DA%l4AD{
z!9MSG83g-I1mj0dupC!^O?6Sy<9sbGW?L(=FLSF!|Lew$PyDEORp@Wb;>j_O5?X``
zxzP9QxRs!~E@Q!%n2bRZyU95<KG(F}H=gMRrbwL-0hJqKeek@Rm6{ij8;CxeI|oVA
z*?$n~+{-`Q)7>#m)~0RmHoqBa;((iXstDeIoL&N)-fB<0j^Pg^SA&X%V&h%S*>Cr!
zf`cyo5!E}Z58!p|MO{iW`c+YmMgaZ<_V(`UU+aI>c9xk<>KtUbo#{6GV*9<*w`+?B
zfl9T;9qFBSrFtJ1D4sH#`mSBkyxeKNRpzvH*5)1YCl6h!ITks>SSx>N0PC}l7I^k;
z-?AN}odHu-9e}^J9rR8WE=Ij~KiCN71x9?_*ZHoQ^0|&CEUl=d@9~qA4R_@2y!*W_
z3VaAh$%EUer|iak)wmIv>78~fy^osix27s~@npiMtnb9{!4kuODjvKkKaNAE)rJ2e
zsc2q{6X|C@25gU7LKN~#ueY>_c(6<R%r|f2Xd;7W=Yv&F2&y1<QT7$f<uFvX=kJu?
z-~V>g^C3P+iV_p^EMPXCcPz@8<9Ke6@A7KvP!;4k!N*<pvQ0>al$K_k1&C=Qdk~t5
z4XJj)@5v>yUCY(8=j;t25E12Eo%=F&oeBdfRH)-H1JTae%S*(K5}uEYGr-;r5Kw?E
zD&{4>0*WAx^iom|gZyQ+;fmV-PxAFY$>vEa=ni`JHEpO?$toR6qQcVIKzFbhyo%F(
zc9RcdE@oCCjd)mnx?MlzkGW6z1d|tJGbWURUh|t-%QsP-#e;4(CPDJQqnLLx*k+G%
zB|a21wT)b}SP8TsRmYWOYi{~f!}e=pcYJvEj*h*u^NSATRs|CWR#TT77V>YI0LWAM
z6iJ~&bh$iS<}i!RPNth+h@D?RUR44*m?|wMR_b)BGZ;dhP$Z`}zufobeKLFH_AgFK
z7mhEL7TJ<#tV@q`nRh;EW`O78oJ<L&2;c8jJ==gUASr0vxUn^;c&%z2+^%ftgpmre
z?^0fm$=8wQ96PSiG)e#aJp;|_ooDgBwlND+#H*KOiR98)*qyKXCIFBhm|ia?TWxlP
zN>_62C`lx&Lf}#bZAy0jlBc5DUmUKVb}QE_z@HpZ_(bd=S$F5mM?JvGSJ0dUnX*61
z>yjt<a6PvY1=Bv%o@cVFd+o7*%>_w7XT3Ek+nW{*`o8q?m~pt8h`0YlW+xSw{zhhh
zk-|tZvR>H3!WEX~nqR_5HpE<gv4!<<SbA>k_Qp|J9dj$hi+h4_v$?AenG%)tZppl#
z>AP%MH_=sb{-9?IV1xsmcrv<x%JQ%;?mF|!GsS~|VJ7c$3f+2&#&TqlGz1><2<K9&
zl26!?rAd(|M=JVK@UD3wAI~w{M<C*PmN&_&hvZhC|H*ev!{FklRQB?F=K27*Ccf(A
z*$K9LW)+Lgpr;|lqIBnyreAb9e!aFs@&jSl6xTPWlRL&NAC8}uu$<V}Scku3KN=%l
z7}Rk&C8q|j{JI5x1}asdhe!&&frW$DT2}3P-C-r@$q!s)Q&r|}YF1x2QvZI=s?qPt
z*i)Lk>p4{`(L%q;As#=iekw?7Q0Q3xO2BNP|1RZo?y#H4@+oDE{XV^k+e$B{u$KQ`
z(<2fAoZrIDL4t8k=IG>1Jx2WIZPMMN@pYUfa=uHn&~8R>If5Xd%Dc)bv2hT1EFnrB
zgZ9bYxwe1lOB8=8wlhmP!~WeDsH(t^nMc&>PJS$#4-a0Bf9%8HY;xFW2z$h)9`uG3
z+o4zQh4>3u=K|xL*9Sv}1I|lI8fV0pYX)CfaQhm?Y1iD|GIrq)F2VW2wEXz!FmY_W
zPjH9S9JVVv3PWhxhvkj&c{hlbIs&`uDByix=O%T*s9!lF{kbgBBSP*cTvA32{|T4K
zL~=)T2$+dPGd!DuGMIiISmA@EQ<_pvA2S>pltXC>ZKSAl5mu7G0wWziN~<rz@|EA!
zl)u#y>LR$nyv!?cTw%ArTZ|5{7$mnlDwdaS)OfW{USD@f`|%skRwueaQmVrTNwGNL
zDJ~}N*3M5b@{!5hk#4SG`Iw9ietqrvlk57B(_t)5RS*E!t?cP&jMm?fvHxp}eZ_zM
zYPcNI$RIOZkYcQUR`DRLndO0mIEJT(m|6~gQ)Mw59Ubk36~D0d|IA|2iX|B;#<)lZ
z8Y0<};G9}02fpR7Bw``3`Erpk!Y?Q+9J^M2gDf&)!di9rN-+T`D!8-BjiXR2`4r>d
z@31VSEU;8f86~SgB#T*}?^oT7R`_KR%u|=ZckL)8y&S~^wAy+6EQ&G5Lap}!pVsLu
zDFN;OhTjmE#B8BWK<VI)nEBn&D=Ej9<Sh3I=9fZ{5A}i&22fp{)d%s<>S|~Q1dFci
zNZ~;rhTFn%Im1!L8%YpV+V@_!m{};hZ07USpkzizL2)0~s_dwyrwY!vU7gep@5$qx
zX7acLVMjtotd%{v5%6e0Dkkf08TO6t@(IXlXX3B_3)_Gf{8<zO@-!%Ai+e@>%(`E@
zR5TNuO~h$#Hfq<jEOqQAxHK)rHqL*|0`ngTxllSue*9$qRLF#ff3H@s0a^hB7WR|{
zqHhJ~xePmv_u5}MZ4$#zo)D0FJYzau!v7{uHt5(A5;E*uBH(fL%eEn#7i{3iM_rc0
zIfcg$(UuY-wqOJ`pI?t64bRy7uyg}r$^c?^4wI(UzFAG6O^`Dc#xN`*q>bg1-ejzs
z%dP!Wj-Y!j{M0wtekcAXtSn(!^O?le>?JpULJ>`5g}t~mVB@8uoD<ued}!2ioBAVd
z401Yita1|W;9Tl!CRrtJT~I}nE(RZB^zq-Ro+X-t>v$9eAf0ZoL=ZqK3EI_<bPjRH
zZ$r|C#o1k05k^MEMaE<uSp(lrx2||Nmr`&pcWKzu-~S=Sfu~OL$fH4GBOsio;{3!_
zrOlB+5<aF^h;3VaXJ_Kt#>Ice4uok#qd&64pn8sL0$?kr*?XH-(-?#Ye^dpo7QS8g
zD*f~9!1mHuf;<?rPZtT25NTWGEDad8O+TGiP(C_g(0s*n_-2c1tUakFYIN%xH0Xs@
zNK!Ud{2Ok#CBO{^?AYFCZ5M+P`pBi`MWI^X-M765|7D<34k`dJ&SW@q0F(Z}TqJYZ
z;*r2qJMu$WD=5%(D%9spHt%taH;@iCWfP_#c)g6j#g+=yJrQK~Xn&idy?TVW&fh2S
z&nHm&5A5Ii`k8UPB*|9$QSWga*-jwc*CPa^Khv?Q?sT*8!CBPCJOSo3I-R-Px9*kz
zumD(o(@vtlpm7*F3j{vKOdbPZhkX!IUR7{Wl-b>Kit98xxPc~K(8E~2xV{}@0Ai?I
zp8q66|LYV8Nwg}5hg)GtGfIf&9XU7wqe<9q6q{mUvzhY{x;T+?0@Vq+9fm@*!>Ah=
z!GmfgAX~`Xcinz^WAiikNoW6!uZ_qG3^VVyd4<Vf@BdcFkJSB8{o1z3U^IK(R6T%U
zLcs7tx2E+)Gj~i7iT^zvPXr`~z#0Q)0$zX9%8~!St3NxF>EThkB&F$UYMhNT9~Q14
z1e}tVwm*z5E*s|Rq{B^t;&}=G_l4ucY4l+*f>UciBajrb2onQG+L7y?8)biJ|7Bd;
z1oxc;+E#aed%Aq=0d1_$EEqpRKthbz{-y)=bPvf!_LXr0RkUO^6n0d9l>5{9MVl?o
zw@!6CR3aBhD8>%9F;GcCC9M>7xc~n9{jZ;f<xg9#eeb%b$<2Pa8Ra%#yay#EB889D
z9sj+n+$_rj%1#qZumqWwWI02=vL$W?RN^R!;5^Ef>@bX?ByMydt>5+mMWD6IqhGQ@
z5e9|LS78%{Ey3eY>^dUOJnxiUX()w>oEf4ql5b%Z$A`<6eIb-P$BHf9*U!ObT#D?6
z24jL?`)}6N{)IE}KjqC9%O}SDG)&w=9)8ryz&LDbIUyjQ16ovkY~>36N!8CejC(68
zJE*;@O9M)KgkOG4j<~YYHIyO8k0E&TFa^cWn-xI?jMmEc(vhh<w%?J0ZRNE5#PO^8
z!DL5>E>Ll*e`AKQvMXc+AM(l_f~5!sKfvlVqq=E7#?k!laNj}A+GDZxSon`Ygx|}6
zO!tN!Ra}FyF!1X9-7>lVoOSW~39LPathR(K5YWQC(&Ogu&rP`O$3NW#lDTs?Bl~YU
iu+paG`29Dd7nj7E&BCgjtF*QwZ7?;mGOW;dKlNWJsXMy>

literal 0
HcmV?d00001

diff --git a/docs/_images/validator.png b/docs/_images/validator.png
new file mode 100644
index 0000000000000000000000000000000000000000..99365ebf4510a781b72d7af1330b51712c876ab2
GIT binary patch
literal 26988
zcmbrm2UJsQ*Df0D4X~piU_nJ`Dott-lp@l57f^bUUISQBQIW0)M4I&8OF%_LL<l`}
zqy`8bLLeb<=GxzP|NH&t-ZREI<LogUq^-5yGRyNkbH4kPx~c->0oDU36pB$v@wO%k
zweu_rwIgZY9{7Ymu$&o%vK3UieM{RrZf?*oE^=jidx_}D#jbI_!0~cpqWfpE$GW?|
zVWOG;UG062?P*U}!@}LaE40aLXox4he{WKHJ4J9pzn|l(Ha6S=b2P&-An=bl@lo^a
z?Cc*uD=$v3vI<-4TpzPMAG~lC!EJ~@s~mL@`J@6*M;$f~X6Dp=UKh-)P{o9N@bGqp
z4GZ$(^X%Cm<nOgFvgQXJ@B@jq9YmXE7VJz6*3DyieE%_zsGBEvbhZ8ct8;6&d<O%!
z>2`g^w#CXj;35lEV^h<F39i-Qz-^PzP>wWFQ*4@6n(D{gtlK<#xpBUf`JBsGf6WrR
zuGgMoaDmL9{6lAhnb<W$PV%{r|2m@7J}1T5o>MlQx4wrZ!y@(f&k)}Is+$<&Do-bZ
zpL1<y+3*K`rA$*?WvSC(rXXHY@OKvj+^68%ji5sulKLx?%~}=96XbEhgOQQ`3PN@~
z1vlD<IwLOllC%SA=4)t9D)HjNeHW2yu7A56<S<-g^6J$qagUkEpK87)@%uQ>8HBC9
zkY}z{p7<TrQRzYYa15E)uTft8B5QnihE|%pA3nJA`UX=km(#fc@k^9WWW@0K>P%MN
z9*PtE7?m2QhT51d!gDE=ZLS1#lthZRNV~6Hfp65iH{xD+5pqq!Q`YyWJly8zOf00B
z-@+o#co?sS5_9<;5FdIVisu;mb%yLi+UdGD%#2gRJN8&X>vz)hRjrB1Nke|E@Dt=p
z?o=H5b;uU4fp_ie7h8ot$*HJFUFnEc`|j*3N`^Gc0HK*H9!CZE1(bd_HAOtAt@+(k
zU@089wRyu06D32qb0vhXVZ3VH_?@OBv>GFvE3o^s(7B-7AN){DH8sD37<L*D+v(&Q
zSLWuqZmzpLw6dD%(lhH)7Qk^eQYyJ0X8h;FPu{CV$tWE^8x;3OUMf{}w0<plV0n4j
zn4ovXtfqRh`BNH)l<(~dalw-UrrA{sHAWkzFo3N8Hh@6-4%Ef4Vbt=3$PUGu#)E%2
zWV-Xr7Ak9gC*29@#Q9OU^{l!_>qEM-^aKbV8V({xALm0ylhDd1hw_pVYqNbQ2i;^*
zk=n2XM^3kpvLx64KBW@T+gCp2IH)Ww4B@J3HkXxgo6AkPq@>7+EpC2l(Ss5CRaR<K
ztXJ*5SfMLm7BY&b7+zf??o%B5`8FylDplo^$aG;7e~7D2+tOUwa3;LB8z?W}irV;Z
z*Zb8v^c7#}n?T7ZZti(6yz71bI$8mhp<j@s8h0}hyey_~f5daKfX#Bd&h*6BCwT5^
zeq8v^!B<e4@@ltO=Uh=|xfqzfUHv3C5H>2QhB4S0Gw2<K<*xY8<+kb)K&iK1+xsKG
z(08^Fy{h2dhP`-jL9eaV45co<&Um);X2iot_Du%z?Z9U&bc4dhfD?@L-KbQ#ibWAh
z*d-Hf4T7=z+vr)Q{GR!YnLv#@CT?v{4LOGpGerH!zlLWh*x2yO$6ukZ@4+9VA2I!Z
z?1Tjs$@GWe`Wy7;gsITQ|5|+1XZJ<)-jolF{ZAY&^i146xE17^g#ONxP5*dZvCGL%
z#Sz<^sm5V<s>XBV`<j{1DsrDKV$hH0-Urt<>P^&?DxTkY_r)vyi(S`&TE^e|N*kwV
z)N^7pE70dG-)HJ%ePQZw`>x}C`@x|DxdI2A*pL5K{{3+%(S~l`m3C48=Q4pyiA~|2
z&Z=pcTR-RVdRB{<V}h*4fyXz89y!*fI<PUSF4m$kXp%!9>hON^gl8O=s?1uSs_;x3
z66Oq>l;%j-e6;k2+jL9?foiaILB-QKtKlHE9&Z;vSK*}Qe|#;*s;F1CN-QC8K|;ZO
z{N;9kr|P$|X)Ud9?1_Za<KiJ5obg`_tJl2dOGJCtY#o=TW1?8!AHIvbvk+=gi`SS^
zYcg6Bq7#L!v+`_xUVJ22`UvKmM1P=Ub)1zN6!}Hrk}y#gz1xoSb(eXf#@IH0@B)3J
zgwbGY%YAG9eX+~!gB~BE*;o2GQIYNeJ74mpY{vy_<q(Rw^5T6cM(r1<-|(^B=n=a2
zEkEX#=4HcACM~P>?!*ofCK@Z`mC51Y8#3hOY)86KS=69SpKWVbi0v#6-@^4|9XmOk
zWdDh&m3r8(4ku5@Vw`4Hb-_Bj@Yv-4t$CLr?!TU|TRxZF;~*A0R8X0zw~#(9HnLrJ
zIt=~$$od6NS1jw$k^OpAVw||Fw@!04Yqwq$5XODnaE07C=<cDsU4!e}eS63W<wJFT
zPMQit`u?58ql@P3s&l8vHP<@K=KJ4ci4p+|js=$`9Q_?KZ}=w|4G_W;Z*^s5`I2ur
zIR@vMp+2X)$~p2L&*}Osh(>mpbjk4?x^XF^B84+yKC6sZUN)fTD&rq+{eU)0y}RMk
z-oE7lQ%eE2Bt9;Xtd#nwrQH=JMI*0_Rv)KKhSL9*W*5clkrysYGxaMUqKCfAdb~(~
zTqb&IywcJ(_`CY{P1d*fus>Y`C%Ff=x+>;<NPL4Al-#zDMWYPkC?evdcQ{JcH%61L
zFRc_VIW11N>R{2RH~B|0wp@o_98WjnJmWOnEljX?zarUhb`zZpj(W$2=~onM`DnTB
z!lIjzIrH%ZQe(GKhglTY;O1|4lj$L=&9iUM_@t&V#){A^u^T6v6<XTRV+W(rwe-2Q
zHKTj&NlT*TIb(ZFI_m6kXxwL?kh!LJ)n#D~_F~&Z8f#w**D;PSXU-h{`uT)_&G;oH
z$AtFJs`2g}QsKo)3jvXAgO&GVuE}iIC>&T%$X-`>yV&4olbIi$n;2XC%99bLF0$+9
zE}mked_2X3U!kh(ZabY?OY)D&qcAI^>u=U{`;|nrehwR6%duN3ch>ttf0UO~=b;zz
zyRv1>it}_>O~?FTJ&9S5ub%#s=NWObx>HHmzMHq4v5|XSzLnljeRD3;py-P@F7m=B
zJ~=tNZtdn+y&f<55~T}y+%}eqFWq*0@8S%o9XXWQd<NH<@x>b3d1lnl=2`#A2ZO;|
zcKL>BMd*;>;IMi88)o9&@V?Djw$86sS`FiVTuPsY=!#;xP0TKVQbQQ~wmefjPq|0C
z^2y;TzZwy1G}W1~VcJ_}nML*<ifi&2a5dFTJ8KuxP1Bk38zpm4tNEMe2o$%G4$&5(
zmv5szu7y%xhOHhBwOQ4BREsVuv5Z)7WgyJ0$4`6tc{wU<7w?sA?n2k)t1!qYu}B2p
zpKH<nx}YcEkoin8x3+;sb!c!wm*L6ygLOr*@4ZaV;IaL<XuGauH|6D_EBUtd?+xvQ
zT_dcIxK(B8W`*@}DTz>&rgAMA9~AADmMY}?QTOJ1H>WgR>oDI=fht)!yOMCP7)7@(
zoNhRQ=`lS_<${p`CGk#RQ<a*dNU!c8jU2;4c8Rm|DxI1+=XhR|E9-`^Vgk19#!7a{
zxk`+)6pwq|gKO_v5AyKZJ*t__j)@%aDAT3KCdY)^WmI_u+eFBhW~QDSB5_Y?_d2i(
zKeAv`auaTJ4Hi-0#8ovWZw0Xx;yNVze)(L<_`5QqW2CuHqV0%JtvFNX50R~*h!fOS
zniQ`CTXTW$!fby{gXhp$C6j)|zR2l{ISB=0#Qw&I6lxX}w5d%Sn=-YW#(9ZvSucB|
z36mx9J!K<?(rin{9(fZLjC+SxzZbE?svbKVbldgN4~vfnKi%B%0!zHP^KQr&@!D38
z-M;L)6y@K4IuqWTxh-0r4cmG;R-v_2c&RxeMI^R-T9m%_X{^*X>A*XoM`ock4EyS)
zbM185ut=|$dv%|8ja;PHSAVB(B^4GnUT{ej3(IPQbFFOz##uGl)cxQtCyyaqPtJB6
zrqDK$!(Xf+X%EFCx3zVC#eaCGHQP$1eR{nrrkE;79DBINzEH)fvAw5-CUMh~n(D)8
zxa(3wCGjn5s!9OWqqku<J#uCFDQk(6=BHPE<E69CAq%Btg3}K}<Bb*w-Dex6_gZum
zhGJ^zW=lyp$1<vf<n|{8m3dP5eD?+VpywMm)9$Bhdy0F;#6mpEQdE*TI-BZG?cYC4
z>ylA2$r+A_i@7XT>O!GhYZZa5<UEtABHh2?Z0KJ`@f?zQ%O9QMLv3}eYHp-zXtI^q
zj?rtzdlXLex$A_h@l8^jau}K#^bSdBS$krMJzSEsX1l@XPIZI9cF&tH89m*i{&J)(
z4dhA}dI!pqSWw)y7S_9NzjeQLP$@P?I19r$xH8?pCYKs3qJevqE3$Q-mS|#BW|WZN
zRX5e)j)~}4jk}}L_80f`uL~``wt-v2=>^8Ru=z(!=P>>8vn^j+i(bi|iexwI)s1%?
zl*>0g?f3?9`UxSI)3-0I4Zc!oy0PQkz(mW3Y@b4J=7GKsF{OoydFNbRqYD0Pomd}i
z44_(@#%}8NTP2D3P_i)2I-fj`uWHI}hw_%`i76N!h-ftnz3KTT&F4hX4abCsbPiYR
zsh=Dz>g&}5F~(xe6&L1xYRAv`^rk#KU2vV{Csk@`n}b^78hfGG$C;?v@c0<JdER}A
zg%1vaF#&%(hsN}+Kjr$S*t6Mo+^DFuc^HeKEyN!0Ju-W?ndB1PBHl#lt_zdOE;Tpf
z5pGV97FxQv;JEJNXVW36l5m8re?RKS`E56uQQ2xSwtcP@PiU+&YmX^Pkf#2M<H!;H
zmS|l1D>cXW?x`HUfA@rXZg#VN-V;h4-A*0yQfzmS>KnU5KT50^@(H;(Ep39q*w9Bh
z^3Da08LSeC5Bj`r#|p1XttQ^8vufFcsWB)r^_m){%1^T0M?11ih=~c1_7GJSKWV&^
zYxnPW80;Bs4cqg!%WzrhczqTl(J$Xtn{Ak#lW2-(Hi&LmVp~unPCe%J?2Mx)`^2sS
zGf`Y4uAYt_6&pUAPI>tJMP+wK-BvT^aKBk_3ud;fJdn0<X31Xa7V`#sqETX^qr7c|
zq5b!t?y27XJL8kHIXA1fidr<;6o?ML57Dn>=hv7qY6@kC(xqJ9%8&bJdx<J(a(b*0
z_73&id<$6{l#gGiqInJ_7Eu-ZR&y;=>Iz!A%RDuMUo>+$YJRbdw5bnX;VS9QiGLli
zuH#K>DtKGtqrR7UPkE}5W1VTgnQAn>DZjfcGopUq3%7oEa;RUe!W4xY6)AKg$s{P4
z^u>PU*FqO5gE4k!Nl1m_Ti%qF<w1KsVm22w7T7BHu~`_?^oVRHIY3<E&r>BtnH%ca
z1WGzM1@Anud7Y70&j7v0`<>-p-y$6qj==E)-E&*PlE&Y+8#?KsxF|KD>^1h-1rKNJ
z(inMcs*QuL(YpI&;3}I?dwn4VJK#BEtmDl$Ol&qI8wblg+?y%pT|bRiYp?dJ@0)zc
z$#XfiwqCUFaarh-K3C!7l_*wR@5)m5SOaOaEm_#iRKj65<MGX^Iyu&1-x_&5HamuM
z=JVEm&H09=VuLmIkv-9LgT*0=PseHL>X|aVq$Rd?oP72sE_(EelLUJ>O>u>2zcn61
zRuA6l6Pt7K<9rjS$evC8YQg3))aARmCv|T?+q*UKUp0LXsW&g*Q92E`%@MBA+Sz+F
zyh~w4810yvKx+NEBr#<nygW^6{XnDJE*TR^_(AjS0UFI@j5;_&T)KwoX86n%(thUf
zc2idsMG#ZDY+y30(S-56L{ej{%H<{<aId9U?ytl&VyUZLv})?tVPCmv<_5!%rMdXz
z$7iu)lDhqPH`gM`?U%ke4X%Uc>uday^dokhIlTKgF+;77ckVSVYgDSqyM8~u!hqUF
zyPg%`I<R7?>vYP@o{Q?1I=hiv^3(a|-!{?RWul!5;UcwZZ;XctHiHX8n9-BchM|N#
zWosRptOnJ=Tc$=kFAmxbH~R@(&=WDry)o3!n-TgVRUgxzkaaqKZUIADViT&sd^Qy2
z;VH}Cdc8)QC@)!<T}wD#9b88JwCGsyw$jw&NNL-iw?<XeE28#A2V~{_JmxRh2E^)4
zTK(FJcGsn)uf-_rJclNDVBJ<b%=}u0b67-|PpRzh_j77Pc-*rMp=!~ok!*CyRg&PK
zr+Lr>|7OgWhx7~`gN{y-zhf<*$gYkJ{hWd8;%L0tvOv7`#u+r(M6}s4o?(XPJ74Tk
z*8c5#Eo$38hz0SzXzGC83?|%(nKP%szV1QZ$UeQZD<xu0qxw$7<s7!XlBI(i9Qvh+
zYO9Lz;+a~+BO5hxR&#M1ammh3I+{BJl|AwojO~i#)tC!L<KM+=lH1s9uPp0#wK$x3
znC0;P#yt#|V}O911p1>BvoJ=y$?o%Xgu<D`G(6i~<t56FgR->HUI{)sY{s~_hxTQk
zFT5OY!<l?-sxQ2h8uw<V9f}x^u}Qr3Eu_@jL_%1w;@wQAQun>Gy=+{Ancd-&Y3QWY
zjpZpXn#gu?ds^*fn$c04sk~jTZvyOA{C?;69F|rp3*{<xI&-kd6m?dlzLjgW@Z7jF
zPS!iXzc#qbD14IAnIGj8nseq0PkckIKBj2W#jJX^<Bo{E!XcBr-vay3@fNv$m|2Z;
zUg~2H!7pTtpPnCP%Imz=u#DrJPg_UPiCY}rrRG}mhZ>kH7ub?F8C`OvOVf6g)TBl<
zkd|snIIp#A%`I#S<*d%61qq*A;}~yIUye%Vlb?v|uhHqB^RRSQ`lLYmov?DTq`RD9
z4inuJAI3|o8!HY7Ul`NPb6%O^kwOcKe9~1dBIxOJejM5wlNhwf^C`kne1}i13sW74
zb9-%!?G?~WM$;9Wzir>OWg2x}8JgQ#SFKDfnGFu~$>}h~TQy^A4K$qxZN&N>l-Isq
z@yE{P;r8@M+)K_oGr1;~-&pGU0b``)EHxl7G$+Q`nO?$0KNa03jN+c&clN~z3UkX7
z34EIvaaZ}EkXD6LAopdynK@du1dC#hkp$BPKu}qCLp{oB+mhb8Iko>ey!HM?7TVwW
zR`GOSo3E^1{8$&~Zv0xWZCFaPn(@S1-$LgOr5T)JM4wUD--@Cew(*u}-N|p=+`Epg
zu@~QYK6_lD8to>yx@Dy_lat6Hp>k4`_%7|_)W*k(1p4tsjEi(F_QhH$dRvu3`I~uJ
zQvP$cX|j$~t_;`4JXgO%VXv+o_1LF)=OiL+zEVmv|JdnawWb_tL1J7o4B1XfRp4Z|
z!k4l@f}ceo^Uj4uBgf>WnKJ({DQ<!Cjw0t-0mCuVS>lPx(XPf4%{-4vLPur6#H;=H
zC^1HebJA<p1DZ;H*-3b=5h|5T&92_0*%u|0|HhZ<y$N6l3cs{z{cZGQThaX!ziB>m
z*sdB(NM{q~qiIO-!t+ma67NLHV&jI%1|<ca*@hKmZ8KILtG&G;?Mxqx<{o=p8zq0;
zODj%~v1Y`boa32F-i`O$#iL{=?3vU3&T)bkXU+HIsTa1-p|BqPnR#s^R}Xj6cDTk`
zj)T5WFEHT7V8O~T&xf!N-X7JxLoA<$o78igFX<7C-fA9~oT|*D7t#EwMO{55ePzx$
zKTE@lH}<P+|M2TCGpH?FVxQnvz`c;ZfBnX}6I*Rdc2)GE-6h_H^~YV}NjQ1~>2V_N
zjIgx+x}QzS+rB<hFQ#T8#PDrbABJ;^Aq4O1-|%U!_L!mY@`2O4`xUc3N&Hj{+}$Jp
z)Hiowjj+{==_Aq;nL5pw{r^_^t79v^({`io#+FxCONI_x0SS!c!h~aZS;>*&?5sLV
z>psIZ7>!IWkvPBk3J!D(84=Ok(yTm`IzQz3+P2jw*>TRf9{BbzMbf%<d}88G*<sW^
z4Tty_WrzOu^QeK;6&1B*OkP;&v^W2T&-p2x9(c2MP~g_@-?S6_|Hw+a4%e;koO!ji
zFR!p2%aK<|*ntZS^nc|)cd=m7CaD&Ys@P=Kg_+OlmTcoW<~G!dvq1DpTtx3Us<7+T
zu9|Nv|C4C8Gx+}LpPcH*v;R|Od$cdw{Qs-4?PNK>3vPG+UXa+?Jz3mx|3CT}=zF6q
z7_P;=o&Tw<#iXIP)-Uv3M9Ij2!WqLgK_vPO;JMuYJsE-j5-U4;t+DKLM^Rt%p6+F)
zVtDxl1n^^`RL;Q7Zvw)Ies@m7d-3z|k;9h~cfz}CFHnf8_x03{eaM%V`_3YN-kb|U
z{`~KLss55(!qWz1=r;ZflWl4!)Y((J4kI`Cc~}Pdb4u%6-)_{tL4n%Mq~c<s9Fr>D
zii!#<ZJ|~tL-Qio!9701Vs((cJ?1Nj@>Tav<@-^b5J~xyb4?q;EHDSAGP6*-9o=jd
z(QJjxFy{p$Tc*#-B-9o%jvhOfY;ptj`ORxzR6(zUVWoS9so$J1W~Esa<f%tJebOs`
z1iLCd>{C-x(xKX5ZZB$lLr}2f(TFUDHdiL@I<DB$mjeofVToO;G=@6$<RJe(qpGkQ
zHmzqdi{JJ>=O-lHIf$dpSM9m_8uRhv$Jm=LNkaiNN7w_JWQ}><9;Nm=W^{H+3YW@<
zYqw%deKV$S95EmEUwJ!;$L7KGZ14$E;=ZftTbnERAbf^)MtF-jiI+~N4Bx$XPn$A7
z*oE`+k~^^zb+&$DVxo6oVSOwV?Y`D)&1SH%MW>PfK4qSPC%jp&L@Ff21V2?_yUv&E
zl?U8Lf9#i{%@+Amr_($}f4q8`lXf@is_#rjT4Z>5lIw&8#iq&>=R2KKHgwg!qSUc}
zCPbj-ntIq};*Xh2DzT@`%0xdke}NGzg-We`c*lw6SY7!YBamla_ri9zr{GBcNsA2Z
z-Kx`qRyJ$1z2cAl2CXd&3w&zUU60sIhbjvqy}FG3%+Sj-HP1eZQjcbr^j81JKCuGI
z$s#*kXF9KtXM45G0ya{^$b9<wGJ$k*%t?M@n+KT3DJdy7ZAo{InBfa78-yPGIy^U6
zr8m|P8oEwBYygEQ*!1o{9|c1;2R1kTky%nFV$4>5^W>$=K2K*3*i#Hfg4>w<WQg-E
zfzc(`Zf{9slC?9nmB=$)9UcUeG>Q3gITllIbL|;#%Al7p>?gaFuQu4}LFG>h@6NP^
zT~I*Q31%=|&tlfeC^~RBx|9Kxf3yVm-k`|J=UJ$IZiPICwx)ygB_C&D(VJa!6#3*i
z*O!VcnNgWj6c>)%Z8X!C9PCuHF=<i8nHefg{dK_~31F3TrTyQjm0k-&ITw|qr&<%`
z!c&l~8?5xuYKrCy8I(@4{`28_^hmPn#P6Bb#HUauONNq_7L2c>JI9FpZ7=8gY)Z`*
zm6T~#Tl4cRn|0>w`3+KDt&m+Ock_qqa+lQ--gt^}lsXURs!4C$hMGjjQ)cP({l_j%
z6?do#7S3Y>s7hC^T%k^Wa$fCsu02t?iMWnkSLSpmdaHG$F8C=cpM=kHiYJT_Su4l>
z(ys7}$`%$sPNCGPw<iwsf^}Fm$J!EG;=@xuIaMk-<H*rqAe?I+i1p5NW<)>{MnI{O
zI+F!OyUhH&%ldjI9#N$Zz2}uGXA7HFml`-pe+2P|XufOngIT29DpfRnHG<2JQ^2HB
zXqL2pFVnX|3D@zL(flTvtE=vqZ8`<fl&|V$rz0*7TN5kcm8%*rKCu)RK&MW>x}2as
z*H?n+Yierh_;B4)$nxi*P}<n&Xk=JeqJ17tB%91qhJD8_@nwAcL5@)wf84`6_o_VS
zBBP_fT-C|E?JlJp&D-`X>;icOk7lWyMHZw<pw{?;{2O)Hm8gh_WPzG>*^VzN9l0h|
zuZxEc3RJ6S>E%sw?Lh^--zC0_=PJX4?JYV-M6#&UKssD1X+fe*C5O6`a?0)&avlsE
z{}q;g=E*Vyw=Ac@%3Q2ow*HZ|cp0w{76DzXG=@tlE#5OW0Ot82?w~9x3<(iOF39g9
z&y{w7bEd;2PgD-DIaen_z`>8z1x`fi*?~cupZ0LO>VzgQ44dWQ)(m@Qu8$1)Es*zn
zkE}veA#D(`1Sk<1P8C97QVaHruh!-R6a_f~H<!*knuTj8%QHGc5y~z&jsbNy_rs^1
z%fs7SgfSx66^++zbxMQ2MO(PzR0Tm0QDYl0`}gn94I~nYB(U5}2%BO3{JG%A^<%{Q
zvIHn-7TXi}>1+MYNMN(;&dzYdOX(5g+*A`KLg%fes9>k=Q?2JLFQ1Zm1Z8Cyhl@&r
zWQ8K0?b>}A^%1#n-?iBcDBIb=dganY9C|*(x}Q&CDCe%BuNh$%+cI@{-m;0RHh&T&
zOs8QvQh(1v_*A1W)-kh6`4)p)*c0e(#Fj27MY{JsjCqcUmkVa<f{ZaO9$9z|JT2GM
zf9XzB19fdKYxlvEHefY(GDj9i>MEheS7O=lE`76Q7b;R!WB*y{E59s+EVec`SjF9K
z!ukW&M}o<#9cp_WhH2MMYE_5YG8b!=1a1dNQKyorFaSQaHov8M7BCA_Dxr2O6=JSI
zsYZqCL=Z_~6>5MvzebYf-?BoUun0>Kgs=nNTIZpdz=hl1qFp~GQ(e~p#nK!kRxFe{
z#tN>R`OTG7F8yRPSs}n$O}4~m5wU^N*(3-fL?P!PNjkXEEj00sV2e6LqD|=`sCfo4
zq`+Q@L(vfbY#Y73snr}S+yV6Wyz2*EDAT{Xi&~O?_#lP(;4;S*?v^V&A$1b#>wbf@
zwK=U%B91#aJeMHJAgk|7jQ3iduUeRib8A^L_*q4_!8tkm`1tfy`xI@_hPP+Ht~5P8
zJ=O93wSl#!J`*RpvJJH0qJ-S?(bwsLf~IHsOC48EMLn|XElk~_F9edpmHFG+k`+84
z>Q*s1ho?v^R2ThPVM4qb;?SU_f)7}9A`7P#RQ*@ieISlpKPEk(1ECuXO^4K-V?yyE
zm>LUOw{)f`MZ7*P%|$zx&~i}2a7lFUI1IB5Lm5ot$t{=N%goV<#7Y>x9e8E#!*?7~
znULAId3bm(F^|Fi^1}Xpn|~RsoW198V6ZylscT;^`$zKVsd~(G{xe1}eFEJKLym%K
z{ujtyv^T3iev>?@qagyT;9<6n;TJh1M8Ean{L1z)otdI;WEZux^OX%GUAO!h`Ri5T
zu}k+BH%d3!6gayg)TF1EJ}z=p*g;-XB&|pv?1P+J?9h8-(0`>_W8119^WY0a`^xpv
z5Gf8cY~4vd!*N!ho6ujtD&mmdz!^AT6CaLQEr1{83M$VH;UpX!17Q`B1TQDPS!`V4
zN*xL2+)S8r0!$%IiFa!eqk^e+<(tce(vBTHDrDQv6*?^Ew>GN*KPd5D8a+>d$W@i@
zA9do-yY)e@;hcC0FX{lS(YWEIbLYMhmmvDA7oXsf82$EUa}(}$S6SJOE(xf}aj;Sc
zu>+Vn6Nh9vcp|Bil<US<<g;Sc6#qouXE2<8_!Gb$9Ly(EzraGjZxgEEt9|x))314Q
zTdlE}lhGn7y<jy%K1B9V8n~jpPom5MUOD~3&LL|f3764lzN=G-5Jd-i$ljYsax>n}
zH7v<gJL~!)9FN{MKFGq~37_V^I(9kJ8lUh*S!ZK;LZ`$|hk&0iVIee&4rfDt-oQw<
z{vrTW>Z<Z`ZVKy2kn*zwL+7Bx2T-Sdw>F5F@4;M*&;Zid*vLWYbr8X9OvGpm>!MH>
z&F-Cf^6-RA%gwPv@h(44OH-=UuH~sGK4}4)l_jw71fSo1tQx}8Un=D}i)lJ+`nn{s
zU0I+jm@^>V$f=^<<L-!_sm~p+K@YvJYsuuwG&O84eAh!RqCD6f6?dO{?^H|o#J~n}
z99yvL1<2$-6so|9>2&>6zSd{&K_?S<&Yimj;kI%z)?U^ytyUu~JDb;Is`XZ~LTERn
zsybh*>_?R|nOUol$Y*k^=G$B1CBS^IAmOAE{*j@#M82xpf=%2#o$1WY`y2YueluUY
z9bn=+ol1pJTyp>04rmRb^2R{Zf^Lo>fC44aA@5`n$G#LsHjycCN^-?XMM&Z9ZFg8U
za*zok3oSJ{ONYySmm4paSk%8hY<3ZaI<oI97{&AXsY<m>5f@39?Ae!9d*9#pTn?a<
z_1LBTdzLNkLkCbNBxmgk*N5ck4h7Lc_Xzxrg2l=*=i&Jy(%--Nr74DQQEIm{><PJj
zg%3kWk<JCP(D<>kUU4Vn<m=GTGUK%<J=6V7;yX?D{<JEx9VmDCjmHy?sYxD*Cf||G
z(#;Wq5+YbLvaVS7<#8oG(`tR|IF}b+RO4CamSxw#XzZrjQ>FV$xVmzT^dM8{01V*z
zXWFcyPT7fa!G`ZVXNPOe4xZ#~g<m`MCTPKwcfL#4&eBymaaDWK))L~HVQl~|7Z(4%
z83zi*@ts4a1-<Pbf79js)P#zEznz7`CIq|v>kX#MlG=4<i<JP^Od4W1B|Ptm4*M5b
z;S(HvGDov=EAIljSgES93Eez{4lsr&zFbl3zp?B)`O#WC&s2&XJ}k0oJ}@)t#%EO8
z3FsjY`aqC4!YXVRses*DZW4&SX8t4rv(}qm^X?IFd2E93%$4SN3BuTxqM7wMK|!si
z7y(N8!hjo|EH+>bbil6T%Uf};`7>?4ugAbCy8z34X4tvM2D)7k@&(;K{)o*Zd?Cri
zR1vvf?dAA%@IM~^oAedzcIV%3Pj{9Y^eiNUDP9#6>=+Z8m<MoY;j^1;7D(5DeyR&W
zD3t8UwUOYYgwfLCH$mg$<J_X6qJJIXA-NND+<ae&y<c2_cijud%JFbz_r{Ac>4Do@
zvFN~>!lI(5zKm@g3?E@)cu_jU|F*rH{-19>-7{U<@6-|RHIxA;4V}J*Bo1i8N(a+r
zz4_?#kS~c3yTOHkG|F%wXDQ*ZDzb?WV@$pPY~Q#i&HS+4MFZK!x&AUrxidf_-`Ro&
z|7iAW_k$W<F<EE;Kq6zeHyb?G$^Z%2c4r&hk(P4d?SW7wy|r#x`}o^%9CoxNl?os!
z4dRNCbaYtQk;SIBI$64R=G-SyLE!?ke%sG6q)9EAEBnvhp<AA@8Mj`YYMbdR$!fqD
z7#R4@l@M0H?qp5}nu^REkm{Qt(pxK3Z>2|8g5SItmSzUI6#V=gFG=z4-S&L*I?4Ga
zuyR=R<ba<7&Vp8dS^;G{`>3!eQDOh<d_^ugBYC&Iy?yojL4kC@9SHXT3rRuR=C;A5
zq@o9_yz+*;$KJl|I?4~P3DDLBmhY&v#y$gF=vGEXMjK!DOSr`jRY^2JZC6)U$@zl>
zB^D&cQ^_O}gz#?Q2kA)oMTP(X%b))gX&&JWfEMdCcLKcFPdld%KJqADWVM7~ss#?|
zAKja8{*=S}FN2a5)3+Ng+~Kt9XOLUcZ9Be5H#zi|HhXxhfBvhJD7za6PT~s@SU6zQ
z8wl?PZ$x~2&bOy~?dxBkFf6tSQ<az#!ahtoA%nC>0U+LZ))pCg9JpI2@zK$&#$w%?
z?JYknap+MUW98o`2PIX<Dy^DXK|}bpyqIUBU*(ze;?U`%k3Ir#!~sN=etb1<6c_?f
zJs=W3afLp>yQt$4YO8?4D(3yjU3w<iHhs?p9AyTX<g@+9R>3`Z1O(LZ(zI+y4R4NW
z)N=8e)ffXeTcNE(dg-iivwnL<Oj9LRs10l|ud}l=h~b<*P_j<IVE^npAV6^-SJ3Eo
zK<dpJ08an|Y{BLXDA}WHsL`4ZquKyW6Z_JAraP~-RWu)X{%DHgA@+^T_Y@>ge0&Yv
zd>x;6ynMhcv~w?$HeeeVrI~G4rVfC<D5UevWxZv2qDk0&N*!rhix#dBJR$St-p3^8
znvI`hHL#KP5CJm5m%(3?fWaTH7z9(FhDhg0_wP^<wFT%0lr0L$PN5GK-keJ0H>vcF
z6Xs)GURgmT2kI(DQ!^X^R3-L=ObGu-8aT*!Wn>idC-C`!6RSOzp+2i40KX6$#%fW1
zCc)JISwY|eY0%b2DjN>yD0dli|9RSa3KHrYPoL)yPcey2vqLzeoqG<czhxD6Utb(K
zA1cH$35Lob_r9!ld&`JK$Rpq=Lu}pR(Dx|UnYUBZaEIcx*S;rt8*ALWff3CVG;nl4
zfGh@7o|=~CXZ*^iB~Hu`b{_ARyi_SDC@5_HeHVCGz{W#xSrr!-m%Az|WWQOT{7U!f
zBnZt~QCD>|WB5({FR5%pijz*e_U;7`P%KGcAb>XK3$`HSv;08VdB_+MFF1V0!_rL;
zExurLTKuT>SNi->5(j2g0~Dol)j`bPuMCJSfI<}z$#c*FLR}^RHT9;+f3YWXW@zKA
z%s+=heS7JPdi7Iyuf>S$vv0fdW@jC+v`p=cq_w$z5}@&Jh+vbI=nqGpE7s0~@sddd
zJn@ehuq53y)p%nxi|8}=>GnI$)k`nzU7d`L<6yr>i!O*lDs=2EyqMzgtO<yLWPlT>
zVvu=q07YiN?EA`HlKE>lm$`NHK5M4lwQK$SxB)X#W2&6;mJ@AC8E^|FJ^BGC$`(Wl
z#4VDHKL!G!C}Lt4KR$Oub{V*ceAO<L%>ENmD9ujxrP0@G(>C!>*f$I+TvGv#h?h9_
zi~P+HtMXcyr}obLQTw7GV+sq8ty2PIZ|P$=pf2~)YyA=OVEls_fcUnppKobM8R4Pz
zQz`&5L{@`8JEh`O+oaSEt;i1BhS%^&Q?CJ+V0$5Aj9EY%grFzl&2B<xB)#*0%>R-g
zQW;R{+DC?Ip!bPyZ?1SO{=L=Iz|1LqX7${@A<x;KBkgVi72`)kv4~xRy!1l*Df+T%
zoI3OpOL~qnaZ1lp%eo#oG;S%-!PC9wgv?y(PXwrG(IDScZP7c_&>O`>+|yRj<wE0!
ztL7_}!3%l6XDvHJ=0Nx-o-Tk}4IlQ|)pGd!ZqX-hAU2Z71T%`CVY>o{&u!>eUjEQo
z<1!`>30e=<mT^?)8J6N1SbswAcot46;?nMt0f_B+;LW=SbDOPJPA@&;Xwh!}6DOvH
zXrsXCFDe0GX@{ZYT+#ZH4w9TkZi|)@JN>=(`N_QuC=0D0JAVPa*nAPH?=t8?c#dn%
ztD)Xy6LDCic?Sg4G(58l1Tgp+27bJ90Lcxq{WRc_QUM&-Ep8{y?WwaWx^nSiz4cL&
ziPvB%5NEN!ZciD{J%7%uBtBQ%5g8ksiQwC@EubaFWkbGMAX;Y2nkucwd-mCK&@DXV
zi;}!Iml~cL=7JP<=fGJ|sFM*?=Q99;X-HD!Nx^v>#WYk*1F$U;J1qJA6_@>R2+>0P
zBUixriIi5Hk_V~#t>=DJ(9x@-4QR32=Wlcn_z3Xt^qQw7-9x#3n?Ah#JT<<z$l4xg
zBL@ZW9AR1ftnLAcGdv#_N8IZeMW?!roXO=25O0dk#9vPY6u^OY2D#&^$8jsr2074#
zY=e&FL!Jdrf4@HV1=ZIiIgrKp(PI#|bY{cS6blZ#LLPcT&o~k25u%c|f@YctnB#V$
z_%<Yu&T5|(n-~TZcj9^J9iufD0)Wxjj(mR}X8JG@p}bY^nw<fU+-4G98agL1Q{M(b
zv@Sq51#GV}w;VH_8uQ}e?X#ky1Xr$ylYc(mq3#(PR{Vv~NC3RMPe{jIQcK8w^X5>f
zC5iawV{#3K<{KyV=UG->jUf_$6xboj)EbsL*cQK&L9`ESTN((v^_`oM_a#A<Ff4zR
zND}IT<>@H4?ch~=#m*BeWSay4!6(kJ3Sbkm{wC;9b_rch|HWJC7ZMYZE_tNg7~%}F
zp;Sb2206JlZBvSrT?BQ2p!av&nZZbWcD--l@VlpHhVkIiJAIr|afD#%=h)Ma$KxqC
zca1~(4|zp8QVogLu*m9d%3}3Ac=$BLg=H~!kYVQA-ii+CkFQnBDRPg<6$X-|fLexX
zFoU!REJzy^03qMW5>PrCERSv>4fOqvWr$#1SglBee4-6_!LosXkl@ORXd_9_8-Q~2
z01jLrF~@*BXban$+iFneWCE#JNp#?m9E9L(@Rm%?)Yl3qF;J&qlT)WV(v%Cgx7H#3
zeXp7CP?b=D5L3fnIdz^qKWGFds6(fcb&9N1fO8um!LNokFOmA?3nG3jZ^SixUvNdq
zG#+n5ErUb)#MNIp>c;na1~!FKu4u|-_xsPE)tmF^qvz7n5$zF#tI7bT29hb%BJkA_
zzT_F7*+*%Rr|#7-|J2blNj-L1mHYa24dobqK39{nLC;SBSdtKx3IIkf4U9FJS$h4e
z^*co_VTT@dBoYq!uc#0(!0X%4TT9G?ehWB+YIJ?RwG+|Yfk)}s*<}L4$eL)1QE=Zi
z3fa^b66NZTV`}TO0}#r!VSQfpRMyQQQsL@!hl#{5$m`umdWIFhQ&IRG1oE#$jI`(M
z2QZjaHmCAijI2VffZul}92Mi|&;4axuB@o24pC_pL@-)hq+B?E&ANq&|5APB$P2dB
zUl&4cmPYGYrTxp1GC^a&jps=L*HNe-t=l_a(%uEci+fmDq)h_bcc&M;>)d3f5aQpz
z|4ZT3z2rDh-Zo~`{pioOH^659c|SmhIv`mR@JL|-qTESM+R)0;Cmv&OMKfVPV{bfs
z?Nm8^DYQZU-I)xCUA<G>im(6x<i`q*`M`+;L~?T-rKe#7G696zERQ#uXPJYR13vT-
zNx5_y#U2uM^tVN5;6Lb_<j4C#%<T(;%L(IK5S48^(={qVf=xEke~*X*Ca#Sasc>jR
zavtB@tmEXAi>IqXZq)%T%^kcu6GA#-{>UK=J(+#uP(x~kVHu>5@IVUWw$~fbou!UO
zK=#cl!6}{u@S{*e=UHXooXQN90>uiJs1PP!H|(b)85^8o9OnC<(@0DWo1suD#l|Ot
z9Nb2H9|K!aH5vb5bf87tb2c5|nhg-v+=jx!!bs4q0dJnpN`tL4EU<VEv@hGF%5yh4
zj>XJh19E5ul#bY=S%*M5lU0a7f&*0I5P8Jhz&eG`xLh4{tVi(=^T1X?iu%Cezxa(?
zPge+G5CHlyE$4~&)7Ei`fm<tBjuG<Xy&SEOygh)8*g^d&0NY>gVu=*Xq*>w*$-_n$
zL+V55`9%x&{iwrLFjGX<CDdAuT;pnV)AUcVbFJmRZ;Kf`efqRC;WW5sDBhJvH=BE{
z^0npS-)|fYx5EMDItv9Uu7%|zH8g;$KpF!Qn=W6vgdDUmHz=bR^YS1A?99+o{!_vp
z&1dulk<f&%S0Pofsl;F*|Mf+fg}c{~PukBnr;oX#fQ-DI_+<bRqcA9C$nhko|GmVI
z0X0fQ*5>{9U@aK_DimLyZTh27Df{*wrr2}*_^ufAYJ)Re@?A#gbJS6IsT=J3qy1xi
z-00XCW?oS0{FpY7EZp*M9#+68h=L2tJ25_9&QZJg{UAATn-YlZyL+=R;hE!)Ypo^T
zkXurK>4Fq<g_m^09O0<rVG700!_rD?jhz4)$T!_0%OWnTL7?_MmsbQa3eleB0s_v0
zQCA|?57<I9eFAiIi`q~V&)$bf$WudIfs<5V<r%PTENR*()c5bdd_<bsH<`T(ZfskE
z&2y}v&wH%J&U9rdqzsOx10*a~UUUIsj(AC|q)#D&`4L4Kc}}Ko4r>@0>a=$dH3~Rk
z_JI>urw}C?)-dYBhf~M;tu?ZZ%2b)9R^JC~ZCER<;g^898%zmX!y%jk{v8{zC(kwq
z?jr}VKr-(J@#>(7Nb5p7m@^3qRVx*>unvfh6{2$ig&MKo3W`kK;GBo^W7L<WoV*kQ
z2F5l8zW2^T_>mrHe@%bQi+Wd~WVe21@?<tdG2cJC74O~aM1VrnOF<R`6EE39PWhfP
zXEVKZZa89uNW0(zy$^iCHwmXQA-(HksH<(`jS&YKCE!HVk_7%Cq8AcsU68Y0@b7rE
zAtZbL3k+N*ndHL%{Mmk_r)wtqT7aKl6)<EwAf^+V`<Av!{b0%LplzZ2_rWT}Jym<-
zV`9?4Ye6ILAg?ctHIN};RCp$>tgLiFtUcen!L7RPiq@G2wlIG^_GoTaWGKQNaFm3G
zMu}{H5GxU`&!=z$o@3|Z{UF<nc{fVE^b{MzD-o>~^g#XhmH@8FKt)Zk7|c8k(zb<@
zd;LuRgRDMF4XB})KvDI*+{+G_962wL&hsYf`7ol4K#A}NdFA`_gTjyg$`J5TJbJo$
zrnpYnk@tOha1;sud{q{yiHBkV*|z5w^C%%>f;puD|Dc*oeto>Nk}~9n@G5wOESO^#
zGkWtgR1tY3B>I=dE>8ThLIo8j8mH)~>k<Qn9D4HgBTVZag29P{&PyUbGTxReG*kZC
z4-x4|bZK2<<|P<%l;E>xz8c@d4@+}p0F2~7|Fas^E2@#1OABB}ZRr}xlJhIMxSKQG
zIa!D%0Z(QuADADkLP#o7nL=bPL`H_7up#wLHieiEC+UtK;bgdywSu-V?^Jj_uo?Q}
z$89*SX3!AI=`|<{Z2`iLeL@atp?tZ>RcDg4pnCIC<$GwPx`Hf{1VS~Q>373XGCCX)
zYg0qhxf%n0bs>Tj#McZ^bTrT(zXG;fg|hq<fVAcEZKP|Uzr-+ZhLD#B>!gMtW~6*V
zHJP7kONJ_$jk=@N!-vnaBvGi>e53y|tPk7go|k<APt5Y8%p2z4e@v=@D%La*QauZc
zB;;1E6X&JBT1`WUqe9{?@tiZnvO_7gDhqOyMn=}n*Q~O4HP_$IrnSdQ`IS0VFUg1Q
zA419*c-6q{bP%$E2(pLCQ9)Np1c*BY6+1mEE31P3rp87MUEPyuBfC*Qp5^a7Of*-W
zKTx&LFa;?DO6xsj7F{6VV5ULCrm>G^d#)prc`mk&UWxS{-47b&pRpb)L??MVeJu^f
z!YXKWuefQSLH@aM1YpQ9OFhUhTtpP^k_U}P2O+fH3M}H}gOu3?Q2IRe&eN6Ot00=k
zKyv>AT0!tYHzJ%str%%FFwZ`W3TpiU;*ig*7>n0=7hvn(1781r1Z9RK02iEVa`_er
zHvlQ-yR_0KY=d?vhm_>x#~(?EZVHM1uBs~kvYXdz&$%m$WR`nK-XA`Ew0ZGJZa`m=
zb!dXm<Y~~1%k?D&!_)z3kReM$5%`*T0||tdE`U#Dz>0<ejmO>~C18Mom4;<b?2|Jn
z)FMJR3Bse*l(0Gu87OGGL&mr|PE;_2JwtSx{4&2j+qCD^miJ{rAtgi3S4f!yGM@#)
zCqOi#+kFDLNLd|H5+du%`UYh0KHMn&?6%+dg#r31ph^-b@?Fp_GwO1#*(M!n7y;E8
z3Go_L(Z8W>LCAAfAL)GnL#dTzy@+sNqy{#F97dFRjzS&3c2Wi^i3o7fLuIHZ%63jN
ztP6rm=5xNVEb7$;5r)w67YZ7u$Vx>+h$I4t`A#++$N&bapU7e%RZt6zmXR@NCz&Qy
zrLm&Uxlj_H`SQt06JUp&lfcQHFUL>IBAOG3%C}1r^ykvrCn4+@R(ls%wZvrr^PB?N
ziwZpVDYY8G8kri&FB<M#Wk9{$m3-l>jP0=|iEhxvJAm$Nnx5`Y(VtIip8;Urjg-wi
zNV+*@wWdgk4_OK7jT9h_$Vfm*l0?=5X`X@gRqo74XFy%l`i!y|mwkphpA2BQjh{gS
znPgX<nVFK3QXBtnRM6-8?j;SR9qF#{znh(I?mEc5%Z>Gk9GU?YbpP6p|NBlT<o5q3
zJyc(wbj8C2g-rIsg+VvIUJgQv0jwU#eYkh}?@$Z~fP=coJM}%<Jy7H;w*S`~W1oqr
zd$Pz?_y0Lm&DVDa`GTA6Dlg)i@3!aBpM}i=a-3^7?)p(?+Z!V;Cutc(MhTdiLcY|6
zW$Q|m+Y15BC%2)}bB-1F9j*>K`bT&N(z!rdY8zYqNm_9S{l<oHLhE-FPudX9kJNY>
ztDR$5l4OD$3jduC?mq)!HBw7Z{t@5@KI#tTj7-_xw2iz`&^;X>h5av&ZntHN+WpT*
zw;Kaqk3!SN3`Bu9uE-*Aho~k<B5eYh&~+mYJwOn{9n_|!AxQ(JNdXW~s$OZ)0yT1$
z;Q_!#Fw%tIQ383Fu?C-0#wC(W?C&)y`e~`Xo66DJ*g){SFci*gVxS2x=*ASJG^E!7
z(KT#hG`VP$1p@e%HgL(P{u)fxNnZW4O03H3`EXV|_@}g>S$Hwj(V#C)zT!NLE%FYK
zHKgjEY$6{P4|N%29WE+OAj%uUfY%b3Gc1?c3zY_Vo!BG%X5c*%#(hD^m751>iTZpK
zX{DJv`Z^m5LAe`OC!}e!f=cat+tujT7o!ffNV~3`hMxr`W#mJzg_5TK(=UaA1m?h5
z43`+~5PT!krhW7OJrRCDBe9VF=6;Jb($}XhRDc-*jsd654=^Athe6j*9N21P&__Nx
z-*iIeCFeh{a_;Zq;(x7!yyiakVduX*fax3Z_x_vyeJ|e{sf)tv&yh+Cc_24u!ANJY
z9KAX&`%WU)SRP>dW^oi$T2#=!kc=bm%_dEf?fEm)w^j<D`u|jjbw|z)!;#XXZNHJ9
zKa+c7`tn-O#z_(MHuAqYI2`gCy<>R;W#XoB(PZU^f;l&0(K5D^2hNV%6wtnjzkcGa
zhZ_?wd>Cofo1s_L;yK|$T7GT+QLj>8(zK>JSC!E-_V)ey+M~X4{o8e7VYqb1>#v|v
zhkEIAj`In*X~5pYvEy##+GD*rFW#E^EjM^m+Hg=h;yVGYk@0uwOO(4~2c#&k!*deO
zccg#t7%BUD=dOIK7*TSByP#ypJoo9gZLi=l8N7Vc8cN%yv$#LLD$1EDN?2OyMqLLB
zsU?lz2R!(sNxx-gz?xy7l@5JA!#97rKDM;0=oM!|O;6I>M>s3E+1XNI*5y=ChA_@e
zoR9cczPg4qfYv_oUfw+8-1w3AD+?ROS%RVVWFAWY!qid?o%m<W5a<2A#fz8HG*Gj4
zw$&p1q!_1{-_YI;jDj-P^rYTEbo1t|okog%;>Kzx#9xQylx;~Fqt}aFjPYyxN*R$U
zgdJWY1(iQ}ZNweMW#Sj&v_?tcSRjSj4=&iG1WG?(=0&HZ?XH<@AZpD%Zb)OC{!P1-
z;dAYu*}r_5Z@M41C?ehMrsCALcgU+jj49Psveu{WMU7*<Xi0Ez&PVD+)l6dATPca!
zqU~x}1)^I|%+p#C<jJ?SpMPh$lIwu$!c}~6CRdkj{8GB>ZCCDmYKi#$%iZ^@a_>V#
zIX9ku89tUU)`?v4EV%!iemze7MHk&^B)Oi8uWu<v+HK&=aL13FLs?l4-X$dxS{2cx
z0;jRyxLJ#uOS!ucQ+;OifEYBZ+F@-3r=aN8jkS`@(6&%_gxkNj?rDrk|6DRBAOCWk
z@@T5*Q{~z1UjvC!(xH=6IrC}L)Jufv98?+#F~{GLErQ0@Rk3Yig;`g(qFToU+Uvt3
zE97d|4SuH42L<e8(nfOYGW>tCoE*+%aB~}&-`0=d{J^I)v)o$iZu)sG&rhGZ<bAP6
z`8+GVfat4-UO4r(!eoyB!R9}`wmIv1vY~3-XhSAKsL_ioy@-+Bl;NcWY4&Xaa)o8N
ze6^U-h1fr(0X0~j^zC(RH~QF>Jc$KwwYpq^?6)r}={c0*s-+ymnsr@zo%MNYl&{Tl
zt#&9+8glcW&&`<>pE#K<rzKR>6^-z-M{xDJPpqR$9*swFgqlb$`(a|qI1aljwoQ+4
z6@700Bcox%G|9B4tiYL$C8d+3vP>zZx<Y?KRy5wuyxY2xE;|_n_eHfGzT99+&df$9
z8{chgty!85PpPi1o;nHZ9(2PR2uI~=yE248MMN>HZ)i~1f+P(8{k@Gs{x=%;@9F0~
zL(&E6ak<I<`2F3;%kv>}fYG5bSnl7y`F7^LjV|)@&-Wfx9Th)<M68z&kybWPvj2&a
zny<Og=wY(+zhcwfm%#9+A@{WLC;x(GIxmEv9u2;a+~VR-q^S?d84#?X-9q<I=(BOC
z#K5n`q4gO-4@w*e?1lK#bX7b3^Gb_^8q_YjK|SXA#8(=81ZjbVqAItvwCRbfJ;{6j
z3837!kl!Lri2#+__%Cuf!Dh~_9=C^LWR*<}+zl0Z^WQ1?-axFdSr3=(#Ba4ElY{V0
zkY=W315@}ZhJTjiJ)Ub78cA*^Gcg0~N198MO!lBY?|MxZ{Em__5Cm`+iaq_W-`@L!
zeIa^*VpFV)vXIx5)d|IJ_@j1Lqd8GQJwNvSUo>qa1O7jODlbq^(tCw6GsBPe*-z)%
z=<V?C6HLQ}AI-c<E`oO`ndyIT=AnP*oB!Sd{$F2my%59y7z<#NyxidR&7?!9$G#%v
z*{!|@T~pRiCHo4nuYTj*&NNjzm8o=aVE4EcuZmEJ;(`1rlkZK@)_<-x#r0=y&ox%e
z88}>y#)h4DQfm?6Mek+c@ESs2l?$hM&gnc=iw}@)U@+B7$3pJ9cP{8h%AwRt+FiI~
zB2>x3xjOgI_)k)9eLNZTeU2*zuJ7b`4}2?J$bRcvM-}s%EY{N;7E4g;y&+4X_HVd$
zVJfT~mNI?5Pi%ShZI)V+siJoBeyVQ`bxWo@^}-jdzdqEf)O8N)Ec}%F#%pML-^FO`
z5!%}Lp*@!zSSN5MRgN84#=>;Bck&zi&wY|NsLgde#xF{Zg?xK;hvK0=LE`CDB~5(l
z?_W|go<^AuvM#UldTAf?yW1|`>|Kw4_bV80^CF?mK9}g9yv4_kKizGLSM5o+3Juh1
zoy@fEycb^jrqu{*AiRz{In=FUJ5=(gU_r>PX`d8Zr)ZIwp|6oBjihI$Qf$MM<9u%T
zK(c#fKt6_Tuuz-Lb3?k?x=YhBB62hDaVD|cxg-6FOq?V!om{#hFDjV4rytw)T~xBn
zmPXXR>sNr=Lx~?F8+Zl`5p5FnFtAcy7@xlzm1poi$!xdSQHP;uaGke8E1V#u#Ja5d
zttE=9i&S;@^f6paM4#l}eTVwJ^aG5l9h)x3PPOUEdHA)Qz9C{~ginp_D>MIgY;^C;
zaA;W+*W90yK7;;rM;1PE&IFakSi(1;w!)Lrt4(9FY_eW8oIhwc*41qfKkZ^V{rky_
z%H=Pm;UaeAs|ysg0-N*zcSc@r&5#Qr*Vb_T1y_mAwvK}ExNlzCagTo9T)uXXEXlHI
zkz?$S&70&M?Kj?-uB>lz*}g2QIYS|QN-VqN5J@K8Z9m))v)fkS<ipM*D3lvaE8X<_
z#qgBknmZEmgJV6eO>(LOtFxmOZURb6@g641N_JUW%<C^$txXan<W#%ykZ6bN3nEJ7
z{0{mtRtzhL#}0P(Ua+aKvl&)t-s}!)Zy|5_?cJmB$Z>7`?~^%S0u#;pGjX3s2&Lox
zx#X+n6D~F%w8C>e-#jS~9Vq`Hx<o&3PGFi_?N2x$-Ehl)2!i8_18w}MlevMnj`_8;
zrHjrs1moX#&MrAiDsaU~vyDsWUD(&mYFMnp8<QSTUE9Dq^CUXF)ISgFrR2EDe|fIC
zfRnS<@%zNx*u(cd`n_yI!+GTn+$~stJk#a&OdeMN*1_n$J4A(NQqeAp)W_mL$i2q)
z$jCXJ%A(X)sDYjfKh7DJImd5zG-0mmbT-%^ZvTZHy!z`zMpTdufJ*t2k5keDbp>(>
ze}x(R2tqWMvGBNH%j4o^ySPVYBiaU;>wdS!IRDyy332G<l{Y~@ieJpEwP<)m&=)iP
zE<0!&4zE?-@4D&{BJjc8UQB#c@?PBsnc>pOsWd*#zZyr?8r^u`_3q_rIEQhITr;m+
zTV+r8#q#OJZl3whMI7<nlE3vo+Pm_2sMoeXks{eCoYL6Wlq^wUEHPtWlOkowo+MP3
zCWVwnO_mr#gRvV~vM<SA)}a}Lh?I4bLlVhz|L8pLb3UK<Iq!SU^LgLD&R=|H?%zH4
zdR^b|_r9+CcV%fY0L%>QxTuv+#!~4MKPGU7{el_EVqQ2eLrp9Q9dxPhzFuK*d;2I}
z)>T!Z)x+^w`W~unt=vcaHQy8uWpAb|u5eAvbsmgjF^!}C3NHB5yW~S@M^hFw6JGg~
zZ^QLW$8p)WCIai)GHrGx2J*>wsagBTO?q7hR4NL_eOu*0aTO)}{b8PRACGQNH%-~N
zukP+&JKPI{G-E?1Uq1z=;Hw%w$8SR7otS?h37>a~LS?5Z8{cNFR{h05ebRO$;G;>&
zO?f%f+{0$I$yw=TRiV*C-=%M+OQ!7eODr{4j4)oT6pEQt_7`ba^L;z|Jamq#F{V@l
zL!WLIKCK{A;A7qT{BTVL9vl~rav7xb7`rE>o3o_w^gf=Hi(3s)RNY0k;h99Hubwd#
z@>yPy{n4#E(GV)wi>K?m;YLwqA@^-$4C+?8sz@K0JD(iZ9%8sNq{35gzCmC1ytT4s
zq#X1e2j}?enSE(vCQl$_^0X1mC+~+}O7BeFMLn%u=WH6HWNH+4?uK#Zfvc0WNS=(>
zP$_=>vrp#5*cKAKK20X=l(5^-ZeU`qohdqTJ3(`SQTdHGLtSKwVcb|q2xqKTmuFb^
z!^W(+#caF1`<KpxQ-eok#`Qxhxp2mSiU9|zC&qK}T5-MnM>B9HZv9`5R}2LLuA)4&
zu%&_X=icPGYQjZ;8;#A=IuDHE(1)ZVVxa{0ZV`EDLT+n!um+l;t2?su;{7Wi#4!*A
z%EXEJ&kbmCi^3s4xmyGc{rNZfP-Dm7QW9&^i0YHo5G#vij{c+4!vF1;jz5mUQ7qQ!
z_6(dQD}WrLu@PKbDO4+9Ycw~XOlLo!f;$Kjz!W4wq#qD19|Q;>jK&v%^1-;($moUR
zJH<r5X15=+Q_b8D8X{Hu6L0(v9(ju%{u_7wzxa|Uht7}{mpAd1p6-?3ewS@p`riHf
zi#6e6i;q&cC;Kj$bw=2kmRa!BQWLZL=a3{Gzzno=cEP8m+mra{B4~b4EUUu#zG+jw
zb8|CMs?`2+P+R#WmCu-vwlB_EG76-k2-0Hcd3=Nl#?leZ%blnJde?03!GOGR?~4hS
z*&dfHi7E{adZu$bxQEHd*0SFOt7O=IQi!STlt-H4M0sDV94_x|zVz}bWm(!4F|nl^
z<T&!RY>+gRO7>!!HJWvGaD3aN5ictIXc~ZNGdm(2J;2ck4~CgcCr$9nyB!rb^o&%J
zxt86_S>XQ(y~e`&1BajB4|mIww)Ol#n>%B}oESH!Ud(wzotE={|E(-gui_gTy{JnO
zFYJtuSVqOU?uar2oEz=PdJOF)Xl;#R`Bbho$lLxZ>`_XZDwQCx-e2fY%F5t~SUo~D
zS#$fk-zQ5?M`>`uHu1UKO6~lT3nq5dr!*h8|6ou_$waRg7#q)T+^%=|K}c=#F^<6P
zQT~Rd!|Jzmv%%GYhy^At#F5w}Gwbw`&viF3dg7&2vOQO}3_mT$;3|92lHub{6-)bc
zt6iLic3K2`MdjrZqxTmvI+=B^tqw0%5U=tn&6Zp9DV^={06%mnLG<PnIdhM&Hdavi
z4H28+KN$bvl(+6Gn20+%gl*1!*_R9+XT*0;Js(a7P$oBe*r&gqDCXTCeW9;Zl5D;D
zK~*9+^G#qnLLkuH@*B<DCOvccZ9u_Lrkv*M6(5REo{SqM?ajkkcggz1R?{izAIG-A
z5E<Lq;nkV$W4~bgZFoinvTu-f3g!+SH;j`*oz<Hv=oUFm(0mZ#RzOu4gB8bp!>>F1
z(3cTYzVz|Q-F1Ba@=yq_Gq#q7xbVWmiopNH+1t-Zquwf1F~((TYc8HK^COn?&*XYz
zlhid%dj|^{lQj?c$f5=laXgR4LEm7p^4l2OMv@<3Gj_1B9XwE&a5+lMeJFC;{KRfn
z#4S1R#maMfs!9GBJ>G9o!qms~eJzJ8OaQUCzKsEi2_2C~dHZYCq@DzB!gj@zfwMSF
zjcd%C0-VmHRQ@aKBsIYuR2IO84xNX6bH6WUpSHRXx+lsfZ3nj0C2~2U`UunpqKR|`
zr!bm<>2WdRE|0MCppve>w|gl0vo)2N5>vkPl&5<3`4Y+coAZ8}6M?p9xh^5|+H&le
z^WM4VYqcg3HhGxFq!WeZV{dXl(6Y2it$a5a@WkBnb&+e+w?zAZ=mOuzu>D~~)l(PY
z?vdv@$HjA8c<_5$(qMPGlmi_pN4{0Jl+Pni5(;vk+SV7GiMZ7>E6og2sn$^NP!o=Q
zn;UYBvx&Lw>+1D{)W`sOj|!?PJ8DQ-8>VYLNt%&FB@q{L_8k92%MqNfFuPVyYH&bh
z`Pl^JB`KeybYc=}X`#QmsZ87u%rOjXMYi;y;<ZFV$YyI7tmsvF_k-@;-P}9ltf~wa
z8zQK|>^FJ&g^NX!UxQE<B@vXYX(moKymIh8zt-9!?ze$2N-X0B28#Md4jC)fey#1Z
z1j&0@6&0$)Yx4_%LL_MnR}|p^&j*@UnjpvX7^x-0#X5xB)E6beBZGWm*!LDEw2?Oq
zlCiERi{r+LnoXX(>HHyJB1B}~F(Yv%A>!YvyYwSQlAf7coVBN>z!;jadO8%DPKEPD
zm)x9evhVtRx|WwpzE?B(7O6wYRAXp3#^$|m(t|3X@txiidCt_evm<HzNwkJxyDzXl
z0nz76aYr0<<S>MLMv#dZ-xbVE`EvVBJu%~;=+$}ezF}=7CLTif*nYn|Rn7Xvx-i1j
zi9QLOAIGq9wX|(9twvuu?2@&jx5_t_Ars4DuVSVF0!L+vo=zzx{sVuAFV)mt1xGnU
zj2YiFzyCr|#Zcg6Fhfilc#e=Lz{e`qnb+(%d=94edd~0OJ^MW-<4!JC4A;4*<<u=Q
z6lMOezNZLE6UAnLm>1-(i`+N9BaA!OTQs=GGimQfr9?Z%AY}qEeM-2Z8QQn{Zw?ke
zhgP)I2e6=_fBqZ+1(L&G%2dt_tKSKTYEpiqJ~;ZaqH;9lc61ooU+u;9$}`?YsSG`V
z_`B4dQ5d)PX75-K9SiISyodCP_~8*=!)_Zl?S@ZlGsBuHp0L4T!D@{=j{_m~X@(>F
z76Jc`K|4<fDceRGmQJR?iZG2N&}~%9U!do*1V$oa*l9?VQdZEivFJ8>vE-zeJ@~C9
zr|p02iqTiEtJ6~IknRck)c`q|4RRsSM+%e3pR)JRML=@|%*Pp#0Ul`}n62iLv_VY3
z1w@pYvAZeNauNz`gT0F8-iIK^aqrD)(V^O&PyuVx*TAS#<s6@xW54=Y+dIIkoIlON
z2B#Sq8&Tw1P1nib+J)qDIb(O%`kQZiS`02oZU5X`NIhB1rg8Rx*mUHEf+HB7Xz9dl
zAkBY{@c>;({B>rcki(b?`QdXWVQ0#Ul>$2hFVe{4X<{dR!{nx4_4pp4s7qRq48$Ug
zo^YG?wpPAoVzQFQVzGLpbwI!R(+s)IBT7&3NLA{3>TH?xYpV+g)Iy_BvwE3*`>5__
z$0@uA(Q`?e4J-+sE%D6OJh5Ibp_40<L}QmkP1wqF6{oE6JwFZ&x`2&#Bv<?LeHSTZ
z0*)+l*6^XAd)paY1aGlbnJf`nop<@dW6;4WNEGRFug&@apI@evUc&7kC%d-JP~%Fz
zLq!xs+H{@`=5FKyuNR_aqgR&l3~B0{BAkcM+$|Xjl_*O4tn&=;G=a(;GAxhh`gO&R
zPiC7Y77812YuTE8^>R@&&6}lDZ&$5;yM4y9N&-B>D!!;x6Y2~=jl9voC4+bh76Lrz
zC)^WaO9Kf2Q>px_wSo{>9KG%FeW1b32F#vWw#8uvY(c;7OGrUC<Bt8z1@4S$Qj<(J
zTqoBQ-h&i4czo<TF3zu?dx3#qhU9-lzARyz*x8(@Ph(C8U8|w(Wq{@uKonc9wfW;4
zl(y=!h<yPY4~X+am0;fkJ318)K%7)OYg5gJ^tU4Vy&$h@Y<*O~K`?2hve&nX9k(1k
zSq-VFFk$KIt_>bax}M%TY4%Lu12kuB%@(Q^KlMl-G4sWq7+v>B3i=A+-pb63Mvt@C
z%i=meR)HSz>bK(<8D2!vr|+lPgQg+O{yLg%3}?QDoyyHiv){&9O(~2C0LOtaW;lZ7
z>dHzE*!xZSf`CoKI61czL<r}{9{%O19yBEA9xeoEAdLTgAUhHWaF6|0+B!O-XI5{W
zE)7}RUp19>)Y@;>7@JY%oo>g;DLSmb!@F0O5ypAv3I5Iqh{lBKPX_je=H<k@_vk6^
zNT+QhUS$g4h!SRY7qTbcog`U5H@B(5Vt03JiGI<eTo0p%(<NpvM=cKnxC})6#=l@p
zV9<>IsjD5N7q*G1i<|iRrj*Anx!Eu^-Cg2M?bf&B*MJM({G?5i1dC;4*2u~uKx`AY
z5GHm!oU;;dX_meoKd%EVkc20>=a-GqWErR$$^p(TK>ztFar^2p(?AjMNl<xZN{{~t
zM}A*Vi?6}%huR_#1bM1z;09|y<&jD#o{s_X$8tC?mDYov_XbhqDuPExd9qY`u_cea
zFyU>i+-P^?Md`}6)EF<Kgv9HS{K-jq&wI7jod#w5SXgRPt`e03LMdy~ou{64m4+^h
zQ`qQEYTQ40gY^+c<f>R}IRV%s&w>c0D?$02s6Men@W8OJAR-4#LSe?j0xXM5DeH`6
zx4V>MfiKqYFl}_MZVW367E}1NFNz1n$lW<-8ZdKB|J`(!(vXpVKv4dokt?%p79pfY
z|Ac5i)S-beR(L9#1z0rQL)p>H2_GGR6{9At>jgz{WOdoQ#K31u55BguM;IX;J`TDc
z@cy#RT}d|`FA!q;IcPLI<dYzq0DWb+6RTeWuw}sq!(?H{3jLMKGbe`C#w&GSzvV&R
zfe<*agYY&neM6tT+>AQE-~%_(aaish?v~CoyRsLJS_!<01pz2@aVH<|pt7Zt=4+)(
zA61=asypD52E;rF&*eU)g`LtNNd{H!`=*ni@_aQ@%OX9q$_o26fo+ozak7W+c$iv-
zv~V!)P|w{>_0GYHqx_U)?uiPAR)(z6;-bTfXULhqmJE^fjOo?%Gv&r7_lqt4vZEi#
z)On^<@QONp;^^WEi+ZzzBrvP7+8hm4?-qPwAFYKAUK_?`2<N4kE23^VUANNH`tGYa
z`=Gv21x=Pcn>b3__;52r+X66?sDaUTkNUUeG$R_0jdw@B9^XB4Q;JIK#G>Jcql>2_
zQkcI0tHFF<n*oWf`r_@jZWhd=%zRUw;G2v++C^V_3j9?Hk0~ev)3t9u!5V**dX&g?
zQG92e2Dla3#U0oE<;ct4{CQWoHc5!D`tdiugE+`UxDZ0)EJ+D9Lu;P>oG&$XqU7Da
zjWRj4L#Sr}?P)W=dh+i;eG?2z=&$pGM97`kmuJitl!4>>v{xF}^acakf#&DZhPC&S
zhpMEFElOG)%*$6UC-4f9W*HAR@VXc@WXz$%lHSor@)xg`hbzw>^C7*Tvuw_m%r@Vf
z$1=$^1HcvMo|C)b0tUtvc8X=lc0Y_qZavG4Lil~IG%w$js8_#QRj|{Tg6N@zj{)?5
z|11-cDmhzX8g3UOyR?0koA5gV5XP~!SdS9bNGwMtR@?aaP6O6Xcdgl_THpAEe(_yj
z1OxGb=clH8mrxGPrTsZlrGOv;miYQG;Jr))*Y+!#ss5T-J29Im_A;{!Ai5ta1aEW`
z_fWShbkb`!LMH>AW&LXw4cgwm39n_16~|Y<(qQt4Z#f&jG-suzDYSm?GO?@6em_s%
z#Rm!gCGQIk!NBTy&`+#(5^L;sRfjmiUbd0c#m(84s?%m{OHrdM&#<it+X(PDIla8z
z@Ev1ofH7PcR6yAn*g3KJ2UpU3mN@I)>I(GPHfE^?4%c>VPr&CkwP5heq3%i3wexsD
zz+095Eo#259Onp3zHkXB4JNU!B~c!8D?MKfant_WdU|Hvm7Gguk=Jfg`Ye;F>+V_7
zi?y1Q%~Q}UnBQV-Be~xQc&V2&NtP12;zEEdO3FurlGwR{3&o?@{i81j59zgaF}+Fy
zOrZ+TLh@~xY^;1=5NaU%Yh?PPh<sze?P30cgB9=mr~`2;1%XpKg;^yRFIL_hGkaz-
zc~XDKIPp-PCq^$5BKN*byWv5n4!%)Awc{O~CK_+QA3Q+XH%@X$@=|%Z^Ho`wqIa=v
zFk;ZS9ozX)-GJ+AUXuH_N>3nGsL&XKr?g2~Q2VOuOmBr6l+a2kG9kQycmNO_WwzhA
z?9-)(vN$uEyL_L0wa?GJpS^nqP>rFE?0mtyA$ZqUr(!vf4_`-quaxyrmtUS;+s!hT
zNGRMCb*5}KLsHNpyHpv-7st(AjFhaQ7aX9;n4fCa&kKS6c^dS`m==0e;m-?GMoc$3
z#Kf%t9*^nh=*T7=xN98@4x|yNk4MqEXF-|<klCQB4==Jnxy<HLn>5At#l9`Y?f<2X
z|Hqo#pC7cp8wB{x--Gb?AiyAq@b^midl3F(CuPJmf84^-GTjWK!{}o4PaoJ+V7nOp
z&w$OJtkwv;8b?SJ4hq7e&;Nnc<Jbg(Wz+1nn|`v=|G1IAnLKa@GW6qUtPhCD71AvC
zqLHtt=^>!cehbt2t>_j@HS_xMG5FeVveed@7jsg5iM{V0Ip`^c$lvqN&4|!m`AyFY
zrMcii&L6liFzq*5@46Xv_%1!$wHmxm2dcr5{r90Hmp3bh>&1qbod4PVM&Zqpzg<}P
aaf8ulBvMi3z$;Ct0@O(pU6S_suzvuQznU%p

literal 0
HcmV?d00001

diff --git a/docs/_modules/index.html b/docs/_modules/index.html
index 6eb6204a..88522c68 100644
--- a/docs/_modules/index.html
+++ b/docs/_modules/index.html
@@ -3,9 +3,10 @@
 <head>
   <meta charset="utf-8" />
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Overview: module code &mdash; tabulous 0.4.0rc0 documentation</title>
+  <title>Overview: module code &mdash; tabulous 0.4.0 documentation</title>
       <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
       <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+      <link rel="stylesheet" href="../_static/font.css" type="text/css" />
   <!--[if lt IE 9]>
     <script src="../_static/js/html5shiv.min.js"></script>
   <![endif]-->
@@ -27,7 +28,7 @@
             <a href="../index.html" class="icon icon-home"> tabulous
           </a>
               <div class="version">
-                0.4.0rc0
+                0.4.0
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
@@ -45,10 +46,11 @@
 <li class="toctree-l1"><a class="reference internal" href="../main/selections.html">Table Selections and Highlights</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../main/sort_filter.html">Sort/Filter Table Data</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../main/columnwise_settings.html">Column-wise Settings</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../main/table_advanced.html">Working with Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../main/table_fields.html">Field Attributes of Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../main/table_view_mode.html">View Tables in Different Modes</a></li>
 </ul>
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="../main/dock_widget.html">Custom Dock widget</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../main/integrate_custom_widgets.html">Integrate Custom Widgets</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../main/non_mainwindow.html">Use Non-main Window Table Viewers</a></li>
 </ul>
 <ul>
@@ -85,6 +87,7 @@ <h1>All modules for which code is available</h1>
 <li><a href="tabulous/color.html">tabulous.color</a></li>
 <li><a href="tabulous/commands.html">tabulous.commands</a></li>
 <ul><li><a href="tabulous/commands/analysis.html">tabulous.commands.analysis</a></li>
+<li><a href="tabulous/commands/column.html">tabulous.commands.column</a></li>
 <li><a href="tabulous/commands/file.html">tabulous.commands.file</a></li>
 <li><a href="tabulous/commands/plot.html">tabulous.commands.plot</a></li>
 <li><a href="tabulous/commands/selection.html">tabulous.commands.selection</a></li>
@@ -96,7 +99,6 @@ <h1>All modules for which code is available</h1>
 <li><a href="tabulous/exceptions.html">tabulous.exceptions</a></li>
 <li><a href="tabulous/types.html">tabulous.types</a></li>
 <li><a href="tabulous/widgets/_mainwindow.html">tabulous.widgets._mainwindow</a></li>
-<li><a href="tabulous/widgets/filtering.html">tabulous.widgets.filtering</a></li>
 </ul>
 
            </div>
diff --git a/docs/_modules/tabulous/color.html b/docs/_modules/tabulous/color.html
index 880f4ad4..b8f3eef0 100644
--- a/docs/_modules/tabulous/color.html
+++ b/docs/_modules/tabulous/color.html
@@ -3,9 +3,10 @@
 <head>
   <meta charset="utf-8" />
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>tabulous.color &mdash; tabulous 0.3.0.dev0 documentation</title>
+  <title>tabulous.color &mdash; tabulous 0.4.0 documentation</title>
       <link rel="stylesheet" href="../../_static/pygments.css" type="text/css" />
       <link rel="stylesheet" href="../../_static/css/theme.css" type="text/css" />
+      <link rel="stylesheet" href="../../_static/font.css" type="text/css" />
   <!--[if lt IE 9]>
     <script src="../../_static/js/html5shiv.min.js"></script>
   <![endif]-->
@@ -27,7 +28,7 @@
             <a href="../../index.html" class="icon icon-home"> tabulous
           </a>
               <div class="version">
-                0.3.0.dev0
+                0.4.0
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">
@@ -43,12 +44,13 @@
 </ul>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../main/selections.html">Table Selections and Highlights</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../main/filter.html">Filter Table Data</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../main/sort_filter.html">Sort/Filter Table Data</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../main/columnwise_settings.html">Column-wise Settings</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../main/table_advanced.html">Working with Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../main/table_fields.html">Field Attributes of Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../main/table_view_mode.html">View Tables in Different Modes</a></li>
 </ul>
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="../../main/dock_widget.html">Custom Dock widget</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../main/integrate_custom_widgets.html">Integrate Custom Widgets</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../main/non_mainwindow.html">Use Non-main Window Table Viewers</a></li>
 </ul>
 <ul>
@@ -83,13 +85,88 @@
 
   <h1>Source code for tabulous.color</h1><div class="highlight"><pre>
 <span></span><span class="kn">from</span> <span class="nn">__future__</span> <span class="kn">import</span> <span class="n">annotations</span>
+<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Any</span><span class="p">,</span> <span class="n">NamedTuple</span>
 <span class="kn">from</span> <span class="nn">functools</span> <span class="kn">import</span> <span class="n">lru_cache</span>
-<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Iterable</span><span class="p">,</span> <span class="n">Union</span>
+<span class="kn">import</span> <span class="nn">colorsys</span>
+<span class="kn">from</span> <span class="nn">tabulous.types</span> <span class="kn">import</span> <span class="n">ColorType</span><span class="p">,</span> <span class="n">ColorMapping</span>
 
-<span class="n">__all__</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;normalize_color&quot;</span><span class="p">,</span> <span class="s2">&quot;rgba_to_str&quot;</span><span class="p">]</span>
+<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
 
 
-<div class="viewcode-block" id="normalize_color"><a class="viewcode-back" href="../../apidoc/tabulous.html#tabulous.color.normalize_color">[docs]</a><span class="k">def</span> <span class="nf">normalize_color</span><span class="p">(</span><span class="n">color</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="n">Iterable</span><span class="p">[</span><span class="nb">int</span><span class="p">])</span> <span class="o">-&gt;</span> <span class="nb">tuple</span><span class="p">[</span><span class="nb">int</span><span class="p">,</span> <span class="nb">int</span><span class="p">,</span> <span class="nb">int</span><span class="p">,</span> <span class="nb">int</span><span class="p">]:</span>
+<div class="viewcode-block" id="ColorTuple"><a class="viewcode-back" href="../../apidoc/tabulous.html#tabulous.color.ColorTuple">[docs]</a><span class="k">class</span> <span class="nc">ColorTuple</span><span class="p">(</span><span class="n">NamedTuple</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;8-bit color tuple.&quot;&quot;&quot;</span>
+
+    <span class="n">r</span><span class="p">:</span> <span class="nb">int</span>
+    <span class="n">g</span><span class="p">:</span> <span class="nb">int</span>
+    <span class="n">b</span><span class="p">:</span> <span class="nb">int</span>
+    <span class="n">a</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">255</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">opacity</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">float</span><span class="p">:</span>
+        <span class="sd">&quot;&quot;&quot;Return the opacity as a float between 0 and 1.&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">a</span> <span class="o">/</span> <span class="mf">255.0</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">html</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
+        <span class="sd">&quot;&quot;&quot;Return a HTML color string.&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="sa">f</span><span class="s2">&quot;#</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">r</span><span class="si">:</span><span class="s2">02X</span><span class="si">}{</span><span class="bp">self</span><span class="o">.</span><span class="n">g</span><span class="si">:</span><span class="s2">02X</span><span class="si">}{</span><span class="bp">self</span><span class="o">.</span><span class="n">b</span><span class="si">:</span><span class="s2">02X</span><span class="si">}{</span><span class="bp">self</span><span class="o">.</span><span class="n">a</span><span class="si">:</span><span class="s2">02X</span><span class="si">}</span><span class="s2">&quot;</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">hlsa</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">tuple</span><span class="p">[</span><span class="nb">float</span><span class="p">,</span> <span class="nb">float</span><span class="p">,</span> <span class="nb">float</span><span class="p">,</span> <span class="nb">float</span><span class="p">]:</span>
+        <span class="sd">&quot;&quot;&quot;Return the color as HSLA.&quot;&quot;&quot;</span>
+        <span class="n">hlsa_float</span> <span class="o">=</span> <span class="n">colorsys</span><span class="o">.</span><span class="n">rgb_to_hls</span><span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">r</span> <span class="o">/</span> <span class="mf">255.0</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">g</span> <span class="o">/</span> <span class="mf">255.0</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">b</span> <span class="o">/</span> <span class="mf">255.0</span>
+        <span class="p">)</span> <span class="o">+</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">opacity</span><span class="p">,)</span>
+        <span class="k">return</span> <span class="nb">tuple</span><span class="p">(</span><span class="nb">int</span><span class="p">(</span><span class="nb">round</span><span class="p">(</span><span class="n">c</span> <span class="o">*</span> <span class="mi">255</span><span class="p">))</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="n">hlsa_float</span><span class="p">)</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">hsva</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">tuple</span><span class="p">[</span><span class="nb">float</span><span class="p">,</span> <span class="nb">float</span><span class="p">,</span> <span class="nb">float</span><span class="p">,</span> <span class="nb">float</span><span class="p">]:</span>
+        <span class="sd">&quot;&quot;&quot;Return the color as HSVA.&quot;&quot;&quot;</span>
+        <span class="n">hsva_float</span> <span class="o">=</span> <span class="n">colorsys</span><span class="o">.</span><span class="n">rgb_to_hsv</span><span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">r</span> <span class="o">/</span> <span class="mf">255.0</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">g</span> <span class="o">/</span> <span class="mf">255.0</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">b</span> <span class="o">/</span> <span class="mf">255.0</span>
+        <span class="p">)</span> <span class="o">+</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">opacity</span><span class="p">,)</span>
+        <span class="k">return</span> <span class="nb">tuple</span><span class="p">(</span><span class="nb">int</span><span class="p">(</span><span class="nb">round</span><span class="p">(</span><span class="n">c</span> <span class="o">*</span> <span class="mi">255</span><span class="p">))</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="n">hsva_float</span><span class="p">)</span>
+
+<div class="viewcode-block" id="ColorTuple.from_html"><a class="viewcode-back" href="../../apidoc/tabulous.html#tabulous.color.ColorTuple.from_html">[docs]</a>    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">from_html</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">html</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">ColorTuple</span><span class="p">:</span>
+        <span class="sd">&quot;&quot;&quot;Create a ColorTuple from a HTML color string.&quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="n">html</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="s2">&quot;#&quot;</span><span class="p">):</span>
+            <span class="n">html</span> <span class="o">=</span> <span class="n">html</span><span class="p">[</span><span class="mi">1</span><span class="p">:]</span>
+        <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">html</span><span class="p">)</span> <span class="o">==</span> <span class="mi">6</span><span class="p">:</span>
+            <span class="n">html</span> <span class="o">+=</span> <span class="s2">&quot;FF&quot;</span>
+        <span class="k">return</span> <span class="bp">cls</span><span class="p">(</span><span class="o">*</span><span class="p">[</span><span class="nb">int</span><span class="p">(</span><span class="n">html</span><span class="p">[</span><span class="n">i</span> <span class="p">:</span> <span class="n">i</span> <span class="o">+</span> <span class="mi">2</span><span class="p">],</span> <span class="mi">16</span><span class="p">)</span> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">8</span><span class="p">,</span> <span class="mi">2</span><span class="p">)])</span></div>
+
+<div class="viewcode-block" id="ColorTuple.from_hlsa"><a class="viewcode-back" href="../../apidoc/tabulous.html#tabulous.color.ColorTuple.from_hlsa">[docs]</a>    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">from_hlsa</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="o">*</span><span class="n">hlsa</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">ColorTuple</span><span class="p">:</span>
+        <span class="sd">&quot;&quot;&quot;Create a ColorTuple from HSLA.&quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">hlsa</span><span class="p">)</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
+            <span class="n">hlsa</span> <span class="o">=</span> <span class="n">hlsa</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+        <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">hlsa</span><span class="p">)</span> <span class="o">==</span> <span class="mi">3</span><span class="p">:</span>
+            <span class="n">hls</span> <span class="o">=</span> <span class="n">hlsa</span>
+            <span class="n">alpha</span> <span class="o">=</span> <span class="mi">255</span>
+        <span class="n">hls</span> <span class="o">=</span> <span class="nb">tuple</span><span class="p">(</span><span class="n">c</span> <span class="o">/</span> <span class="mf">255.0</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="n">hls</span><span class="p">)</span>
+        <span class="k">return</span> <span class="bp">cls</span><span class="p">(</span><span class="o">*</span><span class="p">[</span><span class="nb">int</span><span class="p">(</span><span class="nb">round</span><span class="p">(</span><span class="n">c</span> <span class="o">*</span> <span class="mi">255</span><span class="p">))</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="n">colorsys</span><span class="o">.</span><span class="n">hls_to_rgb</span><span class="p">(</span><span class="o">*</span><span class="n">hls</span><span class="p">)],</span> <span class="n">alpha</span><span class="p">)</span></div>
+
+<div class="viewcode-block" id="ColorTuple.from_hsva"><a class="viewcode-back" href="../../apidoc/tabulous.html#tabulous.color.ColorTuple.from_hsva">[docs]</a>    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">from_hsva</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="o">*</span><span class="n">hsva</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">ColorTuple</span><span class="p">:</span>
+        <span class="sd">&quot;&quot;&quot;Create a ColorTuple from HSVA.&quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">hsva</span><span class="p">)</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
+            <span class="n">hsva</span> <span class="o">=</span> <span class="n">hsva</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+        <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">hsva</span><span class="p">)</span> <span class="o">==</span> <span class="mi">3</span><span class="p">:</span>
+            <span class="n">hsv</span> <span class="o">=</span> <span class="n">hsva</span>
+            <span class="n">alpha</span> <span class="o">=</span> <span class="mi">255</span>
+        <span class="n">hsv_float</span> <span class="o">=</span> <span class="nb">tuple</span><span class="p">(</span><span class="n">c</span> <span class="o">/</span> <span class="mf">255.0</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="n">hsv</span><span class="p">)</span>
+        <span class="k">return</span> <span class="bp">cls</span><span class="p">(</span>
+            <span class="o">*</span><span class="p">[</span><span class="nb">int</span><span class="p">(</span><span class="nb">round</span><span class="p">(</span><span class="n">c</span> <span class="o">*</span> <span class="mi">255</span><span class="p">))</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="n">colorsys</span><span class="o">.</span><span class="n">hsv_to_rgb</span><span class="p">(</span><span class="o">*</span><span class="n">hsv_float</span><span class="p">)],</span> <span class="n">alpha</span>
+        <span class="p">)</span></div>
+
+<div class="viewcode-block" id="ColorTuple.equals"><a class="viewcode-back" href="../../apidoc/tabulous.html#tabulous.color.ColorTuple.equals">[docs]</a>    <span class="k">def</span> <span class="nf">equals</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">other</span><span class="p">):</span>
+        <span class="n">other</span> <span class="o">=</span> <span class="n">normalize_color</span><span class="p">(</span><span class="n">other</span><span class="p">)</span>
+        <span class="k">return</span> <span class="bp">self</span> <span class="o">==</span> <span class="n">other</span></div></div>
+
+
+<div class="viewcode-block" id="normalize_color"><a class="viewcode-back" href="../../apidoc/tabulous.html#tabulous.color.normalize_color">[docs]</a><span class="k">def</span> <span class="nf">normalize_color</span><span class="p">(</span><span class="n">color</span><span class="p">:</span> <span class="n">ColorType</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">ColorTuple</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;Normalize a color-like object to a ColorTuple.&quot;&quot;&quot;</span>
     <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">color</span><span class="p">,</span> <span class="nb">str</span><span class="p">):</span>
         <span class="k">return</span> <span class="n">_str_color_to_tuple</span><span class="p">(</span><span class="n">color</span><span class="p">)</span>
     <span class="k">if</span> <span class="nb">hasattr</span><span class="p">(</span><span class="n">color</span><span class="p">,</span> <span class="s2">&quot;__iter__&quot;</span><span class="p">):</span>
@@ -100,7 +177,7 @@ <h1>Source code for tabulous.color</h1><div class="highlight"><pre>
             <span class="k">pass</span>
         <span class="k">else</span><span class="p">:</span>
             <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Invalid color: </span><span class="si">{</span><span class="n">color</span><span class="si">!r}</span><span class="s2">&quot;</span><span class="p">)</span>
-        <span class="k">return</span> <span class="n">out</span>
+        <span class="k">return</span> <span class="n">ColorTuple</span><span class="p">(</span><span class="o">*</span><span class="n">out</span><span class="p">)</span>
     <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Invalid color: </span><span class="si">{</span><span class="n">color</span><span class="si">!r}</span><span class="s2">&quot;</span><span class="p">)</span></div>
 
 
@@ -114,7 +191,84 @@ <h1>Source code for tabulous.color</h1><div class="highlight"><pre>
     <span class="k">return</span> <span class="n">color_name</span></div>
 
 
-<span class="n">ColorType</span> <span class="o">=</span> <span class="n">Union</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Iterable</span><span class="p">[</span><span class="nb">int</span><span class="p">]]</span>
+<div class="viewcode-block" id="ConvertedColormap"><a class="viewcode-back" href="../../apidoc/tabulous.html#tabulous.color.ConvertedColormap">[docs]</a><span class="k">class</span> <span class="nc">ConvertedColormap</span><span class="p">:</span>
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">func</span><span class="p">:</span> <span class="n">ColorMapping</span><span class="p">):</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">func</span> <span class="o">=</span> <span class="n">func</span>
+        <span class="bp">self</span><span class="o">.</span><span class="vm">__name__</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="nb">type</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="vm">__name__</span><span class="si">}</span><span class="s2">&lt;</span><span class="si">{</span><span class="n">func</span><span class="o">.</span><span class="vm">__name__</span><span class="si">}</span><span class="s2">&gt;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="vm">__annotations__</span> <span class="o">=</span> <span class="n">func</span><span class="o">.</span><span class="vm">__annotations__</span>
+
+    <span class="k">def</span> <span class="fm">__repr__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">return</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="nb">type</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="vm">__name__</span><span class="si">}</span><span class="s2">&lt;</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="si">!r}</span><span class="s2">&gt;&quot;</span></div>
+
+
+<div class="viewcode-block" id="InvertedColormap"><a class="viewcode-back" href="../../apidoc/tabulous.html#tabulous.color.InvertedColormap">[docs]</a><span class="k">class</span> <span class="nc">InvertedColormap</span><span class="p">(</span><span class="n">ConvertedColormap</span><span class="p">):</span>
+<div class="viewcode-block" id="InvertedColormap.from_colormap"><a class="viewcode-back" href="../../apidoc/tabulous.html#tabulous.color.InvertedColormap.from_colormap">[docs]</a>    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">from_colormap</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">cmap</span><span class="p">:</span> <span class="n">ColorMapping</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">ColorMapping</span><span class="p">:</span>
+        <span class="sd">&quot;&quot;&quot;Convert a colormap into return an inverted one.&quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">cmap</span><span class="p">,</span> <span class="bp">cls</span><span class="p">):</span>
+            <span class="k">return</span> <span class="n">cmap</span><span class="o">.</span><span class="n">func</span>
+        <span class="k">return</span> <span class="bp">cls</span><span class="p">(</span><span class="n">cmap</span><span class="p">)</span></div>
+
+    <span class="k">def</span> <span class="fm">__call__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">x</span><span class="p">:</span> <span class="n">Any</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">ColorType</span><span class="p">:</span>
+        <span class="n">color</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">color</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="k">return</span> <span class="n">color</span>
+        <span class="n">color</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">normalize_color</span><span class="p">(</span><span class="n">color</span><span class="p">),</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">uint8</span><span class="p">)</span>
+        <span class="n">color</span><span class="p">[:</span><span class="mi">3</span><span class="p">]</span> <span class="o">=</span> <span class="mi">255</span> <span class="o">-</span> <span class="n">color</span><span class="p">[:</span><span class="mi">3</span><span class="p">]</span>
+        <span class="k">return</span> <span class="n">color</span></div>
+
+
+<div class="viewcode-block" id="OpacityColormap"><a class="viewcode-back" href="../../apidoc/tabulous.html#tabulous.color.OpacityColormap">[docs]</a><span class="k">class</span> <span class="nc">OpacityColormap</span><span class="p">(</span><span class="n">ConvertedColormap</span><span class="p">):</span>
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">func</span><span class="p">:</span> <span class="n">ColorMapping</span><span class="p">,</span> <span class="n">opacity</span><span class="p">:</span> <span class="nb">float</span><span class="p">):</span>
+        <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="n">func</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">opacity</span> <span class="o">&lt;</span> <span class="mi">0</span> <span class="ow">or</span> <span class="mi">1</span> <span class="o">&lt;</span> <span class="n">opacity</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Opacity must be between 0 and 1, got </span><span class="si">{</span><span class="n">opacity</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_alpha</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">opacity</span> <span class="o">*</span> <span class="mi">255</span><span class="p">)</span>
+
+<div class="viewcode-block" id="OpacityColormap.from_colormap"><a class="viewcode-back" href="../../apidoc/tabulous.html#tabulous.color.OpacityColormap.from_colormap">[docs]</a>    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">from_colormap</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">cmap</span><span class="p">:</span> <span class="n">ColorMapping</span><span class="p">,</span> <span class="n">opacity</span><span class="p">:</span> <span class="nb">float</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">ColorMapping</span><span class="p">:</span>
+        <span class="sd">&quot;&quot;&quot;Convert a colormap into an new one with given alpha channel.&quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">cmap</span><span class="p">,</span> <span class="bp">cls</span><span class="p">):</span>
+            <span class="k">return</span> <span class="bp">cls</span><span class="p">(</span><span class="n">cmap</span><span class="o">.</span><span class="n">func</span><span class="p">,</span> <span class="n">opacity</span><span class="p">)</span>
+        <span class="k">return</span> <span class="bp">cls</span><span class="p">(</span><span class="n">cmap</span><span class="p">,</span> <span class="n">opacity</span><span class="p">)</span></div>
+
+    <span class="k">def</span> <span class="fm">__call__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">x</span><span class="p">:</span> <span class="n">Any</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">ColorType</span><span class="p">:</span>
+        <span class="n">color</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">color</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="k">return</span> <span class="n">color</span>
+        <span class="n">color</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">normalize_color</span><span class="p">(</span><span class="n">color</span><span class="p">),</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">uint8</span><span class="p">)</span>
+        <span class="n">color</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_alpha</span>
+        <span class="k">return</span> <span class="n">color</span></div>
+
+
+<div class="viewcode-block" id="BrightenedColormap"><a class="viewcode-back" href="../../apidoc/tabulous.html#tabulous.color.BrightenedColormap">[docs]</a><span class="k">class</span> <span class="nc">BrightenedColormap</span><span class="p">(</span><span class="n">ConvertedColormap</span><span class="p">):</span>
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">func</span><span class="p">:</span> <span class="n">ColorMapping</span><span class="p">,</span> <span class="n">factor</span><span class="p">:</span> <span class="nb">float</span><span class="p">):</span>
+        <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="n">func</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">factor</span> <span class="o">&lt;</span> <span class="o">-</span><span class="mi">1</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Brightening factor fell below -1.0: </span><span class="si">{</span><span class="n">factor</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
+        <span class="k">if</span> <span class="mi">1</span> <span class="o">&lt;</span> <span class="n">factor</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Brightening factor exceeded 1.0: </span><span class="si">{</span><span class="n">factor</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_factor</span> <span class="o">=</span> <span class="n">factor</span>
+
+<div class="viewcode-block" id="BrightenedColormap.from_colormap"><a class="viewcode-back" href="../../apidoc/tabulous.html#tabulous.color.BrightenedColormap.from_colormap">[docs]</a>    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">from_colormap</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">cmap</span><span class="p">:</span> <span class="n">ColorMapping</span><span class="p">,</span> <span class="n">factor</span><span class="p">:</span> <span class="nb">float</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">ColorMapping</span><span class="p">:</span>
+        <span class="sd">&quot;&quot;&quot;Convert a colormap into an new one with given brightening factor.&quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">cmap</span><span class="p">,</span> <span class="bp">cls</span><span class="p">):</span>
+            <span class="k">return</span> <span class="bp">cls</span><span class="p">(</span><span class="n">cmap</span><span class="o">.</span><span class="n">func</span><span class="p">,</span> <span class="n">cmap</span><span class="o">.</span><span class="n">_factor</span> <span class="o">+</span> <span class="n">factor</span><span class="p">)</span>
+        <span class="k">return</span> <span class="bp">cls</span><span class="p">(</span><span class="n">cmap</span><span class="p">,</span> <span class="n">factor</span><span class="p">)</span></div>
+
+    <span class="k">def</span> <span class="fm">__call__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">x</span><span class="p">:</span> <span class="n">Any</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">ColorType</span><span class="p">:</span>
+        <span class="n">color</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">color</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="k">return</span> <span class="n">color</span>
+        <span class="n">color</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">normalize_color</span><span class="p">(</span><span class="n">color</span><span class="p">),</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">)</span>
+        <span class="n">factor</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_factor</span>
+        <span class="k">if</span> <span class="n">factor</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
+            <span class="n">extreme</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="mi">255</span><span class="p">,</span> <span class="mi">255</span><span class="p">,</span> <span class="mi">255</span><span class="p">,</span> <span class="mi">255</span><span class="p">],</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">)</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">extreme</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">255</span><span class="p">],</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">)</span>
+        <span class="n">color</span> <span class="o">=</span> <span class="n">color</span> <span class="o">*</span> <span class="p">(</span><span class="mi">1</span> <span class="o">-</span> <span class="n">factor</span><span class="p">)</span> <span class="o">+</span> <span class="n">extreme</span> <span class="o">*</span> <span class="n">factor</span>
+        <span class="k">return</span> <span class="n">np</span><span class="o">.</span><span class="n">round</span><span class="p">(</span><span class="n">color</span><span class="p">)</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">uint8</span><span class="p">)</span></div>
 
 
 <span class="nd">@lru_cache</span><span class="p">(</span><span class="n">maxsize</span><span class="o">=</span><span class="mi">64</span><span class="p">)</span>
diff --git a/docs/_modules/tabulous/commands.html b/docs/_modules/tabulous/commands.html
index 5ed2081a..d52d4d57 100644
--- a/docs/_modules/tabulous/commands.html
+++ b/docs/_modules/tabulous/commands.html
@@ -3,9 +3,10 @@
 <head>
   <meta charset="utf-8" />
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>tabulous.commands &mdash; tabulous 0.4.0rc0 documentation</title>
+  <title>tabulous.commands &mdash; tabulous 0.4.0 documentation</title>
       <link rel="stylesheet" href="../../_static/pygments.css" type="text/css" />
       <link rel="stylesheet" href="../../_static/css/theme.css" type="text/css" />
+      <link rel="stylesheet" href="../../_static/font.css" type="text/css" />
   <!--[if lt IE 9]>
     <script src="../../_static/js/html5shiv.min.js"></script>
   <![endif]-->
@@ -27,7 +28,7 @@
             <a href="../../index.html" class="icon icon-home"> tabulous
           </a>
               <div class="version">
-                0.4.0rc0
+                0.4.0
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">
@@ -45,10 +46,11 @@
 <li class="toctree-l1"><a class="reference internal" href="../../main/selections.html">Table Selections and Highlights</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../main/sort_filter.html">Sort/Filter Table Data</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../main/columnwise_settings.html">Column-wise Settings</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../main/table_advanced.html">Working with Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../main/table_fields.html">Field Attributes of Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../main/table_view_mode.html">View Tables in Different Modes</a></li>
 </ul>
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="../../main/dock_widget.html">Custom Dock widget</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../main/integrate_custom_widgets.html">Integrate Custom Widgets</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../main/non_mainwindow.html">Use Non-main Window Table Viewers</a></li>
 </ul>
 <ul>
@@ -86,7 +88,7 @@ <h1>Source code for tabulous.commands</h1><div class="highlight"><pre>
 
 <span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Callable</span><span class="p">,</span> <span class="n">Iterator</span><span class="p">,</span> <span class="n">TYPE_CHECKING</span>
 
-<span class="kn">from</span> <span class="nn">.</span> <span class="kn">import</span> <span class="n">file</span><span class="p">,</span> <span class="n">plot</span><span class="p">,</span> <span class="n">selection</span><span class="p">,</span> <span class="n">tab</span><span class="p">,</span> <span class="n">table</span><span class="p">,</span> <span class="n">view</span><span class="p">,</span> <span class="n">analysis</span><span class="p">,</span> <span class="n">window</span>
+<span class="kn">from</span> <span class="nn">.</span> <span class="kn">import</span> <span class="n">file</span><span class="p">,</span> <span class="n">plot</span><span class="p">,</span> <span class="n">column</span><span class="p">,</span> <span class="n">selection</span><span class="p">,</span> <span class="n">tab</span><span class="p">,</span> <span class="n">table</span><span class="p">,</span> <span class="n">view</span><span class="p">,</span> <span class="n">analysis</span><span class="p">,</span> <span class="n">window</span>
 <span class="kn">from</span> <span class="nn">types</span> <span class="kn">import</span> <span class="n">FunctionType</span><span class="p">,</span> <span class="n">ModuleType</span>
 <span class="kn">from</span> <span class="nn">qt_command_palette</span> <span class="kn">import</span> <span class="n">get_palette</span>
 
@@ -97,6 +99,7 @@ <h1>Source code for tabulous.commands</h1><div class="highlight"><pre>
 <span class="n">_SUB_MODULES</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="n">ModuleType</span><span class="p">]</span> <span class="o">=</span> <span class="p">[</span>
     <span class="n">file</span><span class="p">,</span>
     <span class="n">plot</span><span class="p">,</span>
+    <span class="n">column</span><span class="p">,</span>
     <span class="n">selection</span><span class="p">,</span>
     <span class="n">tab</span><span class="p">,</span>
     <span class="n">table</span><span class="p">,</span>
diff --git a/docs/_modules/tabulous/commands/column.html b/docs/_modules/tabulous/commands/column.html
new file mode 100644
index 00000000..f7dd6bf0
--- /dev/null
+++ b/docs/_modules/tabulous/commands/column.html
@@ -0,0 +1,239 @@
+<!DOCTYPE html>
+<html class="writer-html5" lang="en" >
+<head>
+  <meta charset="utf-8" />
+  <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+  <title>tabulous.commands.column &mdash; tabulous 0.4.0 documentation</title>
+      <link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
+      <link rel="stylesheet" href="../../../_static/css/theme.css" type="text/css" />
+      <link rel="stylesheet" href="../../../_static/font.css" type="text/css" />
+  <!--[if lt IE 9]>
+    <script src="../../../_static/js/html5shiv.min.js"></script>
+  <![endif]-->
+
+        <script data-url_root="../../../" id="documentation_options" src="../../../_static/documentation_options.js"></script>
+        <script src="../../../_static/jquery.js"></script>
+        <script src="../../../_static/underscore.js"></script>
+        <script src="../../../_static/doctools.js"></script>
+    <script src="../../../_static/js/theme.js"></script>
+    <link rel="index" title="Index" href="../../../genindex.html" />
+    <link rel="search" title="Search" href="../../../search.html" />
+</head>
+
+<body class="wy-body-for-nav">
+  <div class="wy-grid-for-nav">
+    <nav data-toggle="wy-nav-shift" class="wy-nav-side">
+      <div class="wy-side-scroll">
+        <div class="wy-side-nav-search" >
+            <a href="../../../index.html" class="icon icon-home"> tabulous
+          </a>
+              <div class="version">
+                0.4.0
+              </div>
+<div role="search">
+  <form id="rtd-search-form" class="wy-form" action="../../../search.html" method="get">
+    <input type="text" name="q" placeholder="Search docs" />
+    <input type="hidden" name="check_keywords" value="yes" />
+    <input type="hidden" name="area" value="default" />
+  </form>
+</div>
+        </div><div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="Navigation menu">
+              <ul>
+<li class="toctree-l1"><a class="reference internal" href="../../../main/quickstart.html">Quickstart</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../main/user_interface.html">User Interface</a></li>
+</ul>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="../../../main/selections.html">Table Selections and Highlights</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../main/sort_filter.html">Sort/Filter Table Data</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../main/columnwise_settings.html">Column-wise Settings</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../main/table_fields.html">Field Attributes of Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../main/table_view_mode.html">View Tables in Different Modes</a></li>
+</ul>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="../../../main/integrate_custom_widgets.html">Integrate Custom Widgets</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../main/non_mainwindow.html">Use Non-main Window Table Viewers</a></li>
+</ul>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="../../../main/register_action.html">Register Custom Actions</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../main/cheat_sheet.html">Cheat Sheet for Napari Users</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../apidoc/modules.html">tabulous</a></li>
+</ul>
+
+        </div>
+      </div>
+    </nav>
+
+    <section data-toggle="wy-nav-shift" class="wy-nav-content-wrap"><nav class="wy-nav-top" aria-label="Mobile navigation menu" >
+          <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
+          <a href="../../../index.html">tabulous</a>
+      </nav>
+
+      <div class="wy-nav-content">
+        <div class="rst-content">
+          <div role="navigation" aria-label="Page navigation">
+  <ul class="wy-breadcrumbs">
+      <li><a href="../../../index.html" class="icon icon-home"></a> &raquo;</li>
+          <li><a href="../../index.html">Module code</a> &raquo;</li>
+          <li><a href="../commands.html">tabulous.commands</a> &raquo;</li>
+      <li>tabulous.commands.column</li>
+      <li class="wy-breadcrumbs-aside">
+      </li>
+  </ul>
+  <hr/>
+</div>
+          <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
+           <div itemprop="articleBody">
+
+  <h1>Source code for tabulous.commands.column</h1><div class="highlight"><pre>
+<span></span><span class="kn">from</span> <span class="nn">__future__</span> <span class="kn">import</span> <span class="n">annotations</span>
+<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">TYPE_CHECKING</span>
+<span class="kn">from</span> <span class="nn">.</span> <span class="kn">import</span> <span class="n">_utils</span><span class="p">,</span> <span class="n">_dialogs</span>
+
+<span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+    <span class="kn">from</span> <span class="nn">tabulous.widgets</span> <span class="kn">import</span> <span class="n">TableViewerBase</span>
+
+<span class="n">_OPACITY_CONFIG</span> <span class="o">=</span> <span class="p">{</span>
+    <span class="s2">&quot;min&quot;</span><span class="p">:</span> <span class="mi">0</span><span class="p">,</span>
+    <span class="s2">&quot;max&quot;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span>
+    <span class="s2">&quot;step&quot;</span><span class="p">:</span> <span class="mf">0.01</span><span class="p">,</span>
+    <span class="s2">&quot;value&quot;</span><span class="p">:</span> <span class="mf">0.8</span><span class="p">,</span>
+    <span class="s2">&quot;label&quot;</span><span class="p">:</span> <span class="s2">&quot;opacity&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;widget_type&quot;</span><span class="p">:</span> <span class="s2">&quot;FloatSlider&quot;</span><span class="p">,</span>
+<span class="p">}</span>
+
+<span class="n">_BRIGHTNESS_CONFIG</span> <span class="o">=</span> <span class="p">{</span>
+    <span class="s2">&quot;min&quot;</span><span class="p">:</span> <span class="o">-</span><span class="mi">1</span><span class="p">,</span>
+    <span class="s2">&quot;max&quot;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span>
+    <span class="s2">&quot;step&quot;</span><span class="p">:</span> <span class="mf">0.01</span><span class="p">,</span>
+    <span class="s2">&quot;value&quot;</span><span class="p">:</span> <span class="mf">0.0</span><span class="p">,</span>
+    <span class="s2">&quot;label&quot;</span><span class="p">:</span> <span class="s2">&quot;opacity&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;widget_type&quot;</span><span class="p">:</span> <span class="s2">&quot;FloatSlider&quot;</span><span class="p">,</span>
+<span class="p">}</span>
+
+
+<div class="viewcode-block" id="set_text_colormap"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.column.set_text_colormap">[docs]</a><span class="k">def</span> <span class="nf">set_text_colormap</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;Set text colormap to a column&quot;&quot;&quot;</span>
+    <span class="kn">from</span> <span class="nn">tabulous._colormap</span> <span class="kn">import</span> <span class="n">exec_colormap_dialog</span>
+
+    <span class="n">table</span><span class="p">,</span> <span class="n">column_name</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_table_and_column_name</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span>
+    <span class="k">if</span> <span class="n">cmap</span> <span class="o">:=</span> <span class="n">exec_colormap_dialog</span><span class="p">(</span>
+        <span class="n">table</span><span class="o">.</span><span class="n">native</span><span class="o">.</span><span class="n">_get_sub_frame</span><span class="p">(</span><span class="n">column_name</span><span class="p">),</span>
+        <span class="n">table</span><span class="o">.</span><span class="n">native</span><span class="p">,</span>
+    <span class="p">):</span>
+        <span class="n">table</span><span class="o">.</span><span class="n">text_color</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="n">column_name</span><span class="p">,</span> <span class="n">cmap</span><span class="p">,</span> <span class="n">infer_parser</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+    <span class="k">return</span> <span class="kc">None</span></div>
+
+
+<div class="viewcode-block" id="reset_text_colormap"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.column.reset_text_colormap">[docs]</a><span class="k">def</span> <span class="nf">reset_text_colormap</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;Reset text colormap&quot;&quot;&quot;</span>
+    <span class="n">table</span><span class="p">,</span> <span class="n">column_name</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_table_and_column_name</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span>
+    <span class="k">del</span> <span class="n">table</span><span class="o">.</span><span class="n">text_color</span><span class="p">[</span><span class="n">column_name</span><span class="p">]</span></div>
+
+
+<div class="viewcode-block" id="set_text_colormap_opacity"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.column.set_text_colormap_opacity">[docs]</a><span class="k">def</span> <span class="nf">set_text_colormap_opacity</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;Set opacity to the text colormap&quot;&quot;&quot;</span>
+    <span class="n">table</span><span class="p">,</span> <span class="n">column_name</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_table_and_column_name</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span>
+    <span class="k">if</span> <span class="n">val</span> <span class="o">:=</span> <span class="n">_dialogs</span><span class="o">.</span><span class="n">get_float</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="n">_OPACITY_CONFIG</span><span class="p">,</span> <span class="n">parent</span><span class="o">=</span><span class="n">viewer</span><span class="o">.</span><span class="n">native</span><span class="p">):</span>
+        <span class="n">table</span><span class="o">.</span><span class="n">text_color</span><span class="o">.</span><span class="n">set_opacity</span><span class="p">(</span><span class="n">column_name</span><span class="p">,</span> <span class="n">val</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="invert_text_colormap"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.column.invert_text_colormap">[docs]</a><span class="k">def</span> <span class="nf">invert_text_colormap</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;Invert text colormap&quot;&quot;&quot;</span>
+    <span class="n">table</span><span class="p">,</span> <span class="n">column_name</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_table_and_column_name</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span>
+    <span class="n">table</span><span class="o">.</span><span class="n">text_color</span><span class="o">.</span><span class="n">invert</span><span class="p">(</span><span class="n">column_name</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="adjust_brightness_text_colormap"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.column.adjust_brightness_text_colormap">[docs]</a><span class="k">def</span> <span class="nf">adjust_brightness_text_colormap</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;Adjust brightness of the text colormap&quot;&quot;&quot;</span>
+    <span class="n">table</span><span class="p">,</span> <span class="n">column_name</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_table_and_column_name</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span>
+    <span class="k">if</span> <span class="n">val</span> <span class="o">:=</span> <span class="n">_dialogs</span><span class="o">.</span><span class="n">get_float</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="n">_BRIGHTNESS_CONFIG</span><span class="p">,</span> <span class="n">parent</span><span class="o">=</span><span class="n">viewer</span><span class="o">.</span><span class="n">native</span><span class="p">):</span>
+        <span class="n">table</span><span class="o">.</span><span class="n">text_color</span><span class="o">.</span><span class="n">adjust_brightness</span><span class="p">(</span><span class="n">column_name</span><span class="p">,</span> <span class="n">val</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="set_background_colormap"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.column.set_background_colormap">[docs]</a><span class="k">def</span> <span class="nf">set_background_colormap</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;Set background colormap to a column&quot;&quot;&quot;</span>
+    <span class="kn">from</span> <span class="nn">tabulous._colormap</span> <span class="kn">import</span> <span class="n">exec_colormap_dialog</span>
+
+    <span class="n">table</span><span class="p">,</span> <span class="n">column_name</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_table_and_column_name</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span>
+    <span class="k">if</span> <span class="n">cmap</span> <span class="o">:=</span> <span class="n">exec_colormap_dialog</span><span class="p">(</span>
+        <span class="n">table</span><span class="o">.</span><span class="n">native</span><span class="o">.</span><span class="n">_get_sub_frame</span><span class="p">(</span><span class="n">column_name</span><span class="p">),</span>
+        <span class="n">table</span><span class="o">.</span><span class="n">native</span><span class="p">,</span>
+    <span class="p">):</span>
+        <span class="n">table</span><span class="o">.</span><span class="n">background_color</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="n">column_name</span><span class="p">,</span> <span class="n">cmap</span><span class="p">,</span> <span class="n">infer_parser</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+    <span class="k">return</span> <span class="kc">None</span></div>
+
+
+<div class="viewcode-block" id="reset_background_colormap"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.column.reset_background_colormap">[docs]</a><span class="k">def</span> <span class="nf">reset_background_colormap</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;Reset background colormap&quot;&quot;&quot;</span>
+    <span class="n">table</span><span class="p">,</span> <span class="n">column_name</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_table_and_column_name</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span>
+    <span class="k">del</span> <span class="n">table</span><span class="o">.</span><span class="n">background_color</span><span class="p">[</span><span class="n">column_name</span><span class="p">]</span></div>
+
+
+<div class="viewcode-block" id="set_background_colormap_opacity"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.column.set_background_colormap_opacity">[docs]</a><span class="k">def</span> <span class="nf">set_background_colormap_opacity</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;Set opacity to the background colormap&quot;&quot;&quot;</span>
+    <span class="n">table</span><span class="p">,</span> <span class="n">column_name</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_table_and_column_name</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span>
+    <span class="k">if</span> <span class="n">val</span> <span class="o">:=</span> <span class="n">_dialogs</span><span class="o">.</span><span class="n">get_float</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="n">_OPACITY_CONFIG</span><span class="p">,</span> <span class="n">parent</span><span class="o">=</span><span class="n">viewer</span><span class="o">.</span><span class="n">native</span><span class="p">):</span>
+        <span class="n">table</span><span class="o">.</span><span class="n">background_color</span><span class="o">.</span><span class="n">set_opacity</span><span class="p">(</span><span class="n">column_name</span><span class="p">,</span> <span class="n">val</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="invert_background_colormap"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.column.invert_background_colormap">[docs]</a><span class="k">def</span> <span class="nf">invert_background_colormap</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;Invert background colormap&quot;&quot;&quot;</span>
+    <span class="n">table</span><span class="p">,</span> <span class="n">column_name</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_table_and_column_name</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span>
+    <span class="n">table</span><span class="o">.</span><span class="n">background_color</span><span class="o">.</span><span class="n">invert</span><span class="p">(</span><span class="n">column_name</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="adjust_brightness_background_colormap"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.column.adjust_brightness_background_colormap">[docs]</a><span class="k">def</span> <span class="nf">adjust_brightness_background_colormap</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;Adjust brightness of the background colormap&quot;&quot;&quot;</span>
+    <span class="n">table</span><span class="p">,</span> <span class="n">column_name</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_table_and_column_name</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span>
+    <span class="k">if</span> <span class="n">val</span> <span class="o">:=</span> <span class="n">_dialogs</span><span class="o">.</span><span class="n">get_float</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="n">_BRIGHTNESS_CONFIG</span><span class="p">,</span> <span class="n">parent</span><span class="o">=</span><span class="n">viewer</span><span class="o">.</span><span class="n">native</span><span class="p">):</span>
+        <span class="n">table</span><span class="o">.</span><span class="n">background_color</span><span class="o">.</span><span class="n">adjust_brightness</span><span class="p">(</span><span class="n">column_name</span><span class="p">,</span> <span class="n">val</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="set_text_formatter"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.column.set_text_formatter">[docs]</a><span class="k">def</span> <span class="nf">set_text_formatter</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;Set text formatter&quot;&quot;&quot;</span>
+    <span class="kn">from</span> <span class="nn">tabulous._text_formatter</span> <span class="kn">import</span> <span class="n">exec_formatter_dialog</span>
+
+    <span class="n">table</span><span class="p">,</span> <span class="n">column_name</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_table_and_column_name</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span>
+
+    <span class="k">if</span> <span class="n">fmt</span> <span class="o">:=</span> <span class="n">exec_formatter_dialog</span><span class="p">(</span>
+        <span class="n">table</span><span class="o">.</span><span class="n">native</span><span class="o">.</span><span class="n">_get_sub_frame</span><span class="p">(</span><span class="n">column_name</span><span class="p">),</span>
+        <span class="n">table</span><span class="o">.</span><span class="n">native</span><span class="p">,</span>
+    <span class="p">):</span>
+        <span class="n">table</span><span class="o">.</span><span class="n">formatter</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="n">column_name</span><span class="p">,</span> <span class="n">fmt</span><span class="p">)</span>
+    <span class="k">return</span> <span class="kc">None</span></div>
+
+
+<div class="viewcode-block" id="reset_text_formatter"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.column.reset_text_formatter">[docs]</a><span class="k">def</span> <span class="nf">reset_text_formatter</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;Reset text formatter&quot;&quot;&quot;</span>
+    <span class="n">table</span><span class="p">,</span> <span class="n">column_name</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_table_and_column_name</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span>
+    <span class="k">del</span> <span class="n">table</span><span class="o">.</span><span class="n">formatter</span><span class="p">[</span><span class="n">column_name</span><span class="p">]</span></div>
+</pre></div>
+
+           </div>
+          </div>
+          <footer>
+
+  <hr/>
+
+  <div role="contentinfo">
+    <p>&#169; Copyright 2022, Hanjin Liu.</p>
+  </div>
+
+  Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
+    <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
+    provided by <a href="https://readthedocs.org">Read the Docs</a>.
+
+
+</footer>
+        </div>
+      </div>
+    </section>
+  </div>
+  <script>
+      jQuery(function () {
+          SphinxRtdTheme.Navigation.enable(true);
+      });
+  </script>
+
+</body>
+</html>
diff --git a/docs/_modules/tabulous/commands/selection.html b/docs/_modules/tabulous/commands/selection.html
index 4834eecf..0cccfed7 100644
--- a/docs/_modules/tabulous/commands/selection.html
+++ b/docs/_modules/tabulous/commands/selection.html
@@ -3,9 +3,10 @@
 <head>
   <meta charset="utf-8" />
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>tabulous.commands.selection &mdash; tabulous 0.4.0rc0 documentation</title>
+  <title>tabulous.commands.selection &mdash; tabulous 0.4.0 documentation</title>
       <link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
       <link rel="stylesheet" href="../../../_static/css/theme.css" type="text/css" />
+      <link rel="stylesheet" href="../../../_static/font.css" type="text/css" />
   <!--[if lt IE 9]>
     <script src="../../../_static/js/html5shiv.min.js"></script>
   <![endif]-->
@@ -27,7 +28,7 @@
             <a href="../../../index.html" class="icon icon-home"> tabulous
           </a>
               <div class="version">
-                0.4.0rc0
+                0.4.0
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../../search.html" method="get">
@@ -45,10 +46,11 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../main/selections.html">Table Selections and Highlights</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../main/sort_filter.html">Sort/Filter Table Data</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../main/columnwise_settings.html">Column-wise Settings</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../main/table_advanced.html">Working with Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../main/table_fields.html">Field Attributes of Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../main/table_view_mode.html">View Tables in Different Modes</a></li>
 </ul>
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="../../../main/dock_widget.html">Custom Dock widget</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../main/integrate_custom_widgets.html">Integrate Custom Widgets</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../main/non_mainwindow.html">Use Non-main Window Table Viewers</a></li>
 </ul>
 <ul>
@@ -122,6 +124,16 @@ <h1>Source code for tabulous.commands.selection</h1><div class="highlight"><pre>
     <span class="n">_utils</span><span class="o">.</span><span class="n">get_table</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span><span class="o">.</span><span class="n">_qwidget</span><span class="o">.</span><span class="n">_copy_as_formated</span><span class="p">(</span><span class="s2">&quot;markdown&quot;</span><span class="p">)</span></div>
 
 
+<div class="viewcode-block" id="copy_as_rst_simple"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.selection.copy_as_rst_simple">[docs]</a><span class="k">def</span> <span class="nf">copy_as_rst_simple</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;Copy as reStructuredText (rst) simple table&quot;&quot;&quot;</span>
+    <span class="n">_utils</span><span class="o">.</span><span class="n">get_table</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span><span class="o">.</span><span class="n">_qwidget</span><span class="o">.</span><span class="n">_copy_as_formated</span><span class="p">(</span><span class="s2">&quot;rst&quot;</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="copy_as_rst_grid"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.selection.copy_as_rst_grid">[docs]</a><span class="k">def</span> <span class="nf">copy_as_rst_grid</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;Copy as reStructuredText (rst) grid table&quot;&quot;&quot;</span>
+    <span class="n">_utils</span><span class="o">.</span><span class="n">get_table</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span><span class="o">.</span><span class="n">_qwidget</span><span class="o">.</span><span class="n">_copy_as_formated</span><span class="p">(</span><span class="s2">&quot;grid&quot;</span><span class="p">)</span></div>
+
+
 <div class="viewcode-block" id="copy_as_latex"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.selection.copy_as_latex">[docs]</a><span class="k">def</span> <span class="nf">copy_as_latex</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">):</span>
     <span class="sd">&quot;&quot;&quot;Copy as LaTeX text&quot;&quot;&quot;</span>
     <span class="n">_utils</span><span class="o">.</span><span class="n">get_table</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span><span class="o">.</span><span class="n">_qwidget</span><span class="o">.</span><span class="n">_copy_as_formated</span><span class="p">(</span><span class="s2">&quot;latex&quot;</span><span class="p">)</span></div>
@@ -173,7 +185,117 @@ <h1>Source code for tabulous.commands.selection</h1><div class="highlight"><pre>
 
 <div class="viewcode-block" id="paste_data_from_numpy_string"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.selection.paste_data_from_numpy_string">[docs]</a><span class="k">def</span> <span class="nf">paste_data_from_numpy_string</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">):</span>
     <span class="sd">&quot;&quot;&quot;Paste from numpy-style text&quot;&quot;&quot;</span>
-    <span class="n">_utils</span><span class="o">.</span><span class="n">get_mutable_table</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span><span class="o">.</span><span class="n">_qwidget</span><span class="o">.</span><span class="n">_paste_numpy_str</span><span class="p">()</span></div>
+    <span class="c1"># import re</span>
+    <span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+    <span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
+
+    <span class="c1"># TODO: use regex</span>
+    <span class="c1"># repr_pattern = re.compile(r&quot;array\(.*\)&quot;)</span>
+    <span class="c1"># str_pattern = re.compile(r&quot;\[.*\]&quot;)</span>
+
+    <span class="n">table</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_mutable_table</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span><span class="o">.</span><span class="n">_qwidget</span>
+    <span class="n">s</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_clipboard_text</span><span class="p">()</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span>
+
+    <span class="n">_is_repr</span> <span class="o">=</span> <span class="n">s</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="s2">&quot;array(&quot;</span><span class="p">)</span> <span class="ow">and</span> <span class="n">s</span><span class="o">.</span><span class="n">endswith</span><span class="p">(</span><span class="s2">&quot;)&quot;</span><span class="p">)</span>
+    <span class="n">_is_str</span> <span class="o">=</span> <span class="n">s</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="s2">&quot;[&quot;</span><span class="p">)</span> <span class="ow">and</span> <span class="n">s</span><span class="o">.</span><span class="n">endswith</span><span class="p">(</span><span class="s2">&quot;]&quot;</span><span class="p">)</span>
+
+    <span class="k">if</span> <span class="n">_is_repr</span><span class="p">:</span>
+        <span class="n">arr</span> <span class="o">=</span> <span class="nb">eval</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;np.</span><span class="si">{</span><span class="n">s</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">,</span> <span class="p">{</span><span class="s2">&quot;np&quot;</span><span class="p">:</span> <span class="n">np</span><span class="p">},</span> <span class="p">{})</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">arr</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Invalid numpy array representation.&quot;</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">arr</span><span class="o">.</span><span class="n">ndim</span> <span class="o">&gt;</span> <span class="mi">2</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Cannot paste array with dimension &gt; 2.&quot;</span><span class="p">)</span>
+        <span class="k">return</span> <span class="n">table</span><span class="o">.</span><span class="n">_paste_data</span><span class="p">(</span><span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">arr</span><span class="p">))</span>
+    <span class="k">elif</span> <span class="n">_is_str</span><span class="p">:</span>
+        <span class="n">arr</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">asarray</span><span class="p">(</span><span class="nb">eval</span><span class="p">(</span><span class="n">s</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">&quot; &quot;</span><span class="p">,</span> <span class="s2">&quot;, &quot;</span><span class="p">),</span> <span class="p">{},</span> <span class="p">{}))</span>
+        <span class="k">if</span> <span class="n">arr</span><span class="o">.</span><span class="n">ndim</span> <span class="o">&gt;</span> <span class="mi">2</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Cannot paste array with dimension &gt; 2.&quot;</span><span class="p">)</span>
+        <span class="k">return</span> <span class="n">table</span><span class="o">.</span><span class="n">_paste_data</span><span class="p">(</span><span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">arr</span><span class="p">))</span>
+    <span class="k">else</span><span class="p">:</span>
+        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Invalid numpy array representation.&quot;</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="paste_data_from_markdown"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.selection.paste_data_from_markdown">[docs]</a><span class="k">def</span> <span class="nf">paste_data_from_markdown</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;Paste from Markdown text&quot;&quot;&quot;</span>
+    <span class="kn">import</span> <span class="nn">re</span>
+    <span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
+
+    <span class="n">table</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_mutable_table</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span>
+    <span class="n">text</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_clipboard_text</span><span class="p">()</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span>
+    <span class="n">pattern</span> <span class="o">=</span> <span class="n">re</span><span class="o">.</span><span class="n">compile</span><span class="p">(</span><span class="sa">r</span><span class="s2">&quot;(?=\|)(.+?)(?=\|)&quot;</span><span class="p">)</span>
+    <span class="n">lines</span> <span class="o">=</span> <span class="n">text</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s2">&quot;</span><span class="se">\n</span><span class="s2">&quot;</span><span class="p">)</span>
+
+    <span class="c1"># check the second &quot;|---|---...&quot; line.</span>
+    <span class="n">grid_spec</span> <span class="o">=</span> <span class="n">lines</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span>
+    <span class="k">if</span> <span class="ow">not</span> <span class="n">re</span><span class="o">.</span><span class="n">match</span><span class="p">(</span><span class="sa">r</span><span class="s2">&quot;\|(([:-]+\|)+)+&quot;</span><span class="p">,</span> <span class="n">grid_spec</span><span class="p">):</span>
+        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Input text is not a markdown table.&quot;</span><span class="p">)</span>
+
+    <span class="c1"># parse header</span>
+    <span class="n">columns</span> <span class="o">=</span> <span class="p">[</span><span class="n">cell</span><span class="o">.</span><span class="n">group</span><span class="p">()</span><span class="o">.</span><span class="n">lstrip</span><span class="p">(</span><span class="s2">&quot;|&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span> <span class="k">for</span> <span class="n">cell</span> <span class="ow">in</span> <span class="n">pattern</span><span class="o">.</span><span class="n">finditer</span><span class="p">(</span><span class="n">lines</span><span class="p">[</span><span class="mi">0</span><span class="p">])]</span>
+    <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">columns</span><span class="p">)</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Informal header: </span><span class="si">{</span><span class="n">lines</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="si">!r}</span><span class="s2">&quot;</span><span class="p">)</span>
+
+    <span class="n">data</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">[]</span>
+    <span class="k">for</span> <span class="n">line</span> <span class="ow">in</span> <span class="n">lines</span><span class="p">[</span><span class="mi">2</span><span class="p">:]:</span>
+        <span class="k">if</span> <span class="n">line</span> <span class="o">:=</span> <span class="n">line</span><span class="o">.</span><span class="n">strip</span><span class="p">():</span>
+            <span class="n">data</span><span class="o">.</span><span class="n">append</span><span class="p">(</span>
+                <span class="p">[</span><span class="n">cell</span><span class="o">.</span><span class="n">group</span><span class="p">()</span><span class="o">.</span><span class="n">lstrip</span><span class="p">(</span><span class="s2">&quot;|&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span> <span class="k">for</span> <span class="n">cell</span> <span class="ow">in</span> <span class="n">pattern</span><span class="o">.</span><span class="n">finditer</span><span class="p">(</span><span class="n">line</span><span class="p">)]</span>
+            <span class="p">)</span>
+
+    <span class="n">df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="n">columns</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="s2">&quot;string&quot;</span><span class="p">)</span>
+    <span class="n">table</span><span class="o">.</span><span class="n">native</span><span class="o">.</span><span class="n">_paste_data</span><span class="p">(</span><span class="n">df</span><span class="p">)</span>
+    <span class="k">return</span> <span class="kc">None</span></div>
+
+
+<div class="viewcode-block" id="paste_data_from_rst"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.selection.paste_data_from_rst">[docs]</a><span class="k">def</span> <span class="nf">paste_data_from_rst</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;Paste from reStructuredText (rst) table&quot;&quot;&quot;</span>
+
+    <span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+    <span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
+    <span class="kn">from</span> <span class="nn">docutils.parsers.rst.tableparser</span> <span class="kn">import</span> <span class="n">GridTableParser</span><span class="p">,</span> <span class="n">SimpleTableParser</span>
+    <span class="kn">from</span> <span class="nn">docutils.statemachine</span> <span class="kn">import</span> <span class="n">StringList</span>
+    <span class="kn">from</span> <span class="nn">tabulous._pd_index</span> <span class="kn">import</span> <span class="n">char_arange</span>
+
+    <span class="n">table</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_mutable_table</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span>
+    <span class="n">text</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_clipboard_text</span><span class="p">()</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span>
+    <span class="n">lines</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="nb">filter</span><span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="p">(</span><span class="n">line</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span> <span class="k">for</span> <span class="n">line</span> <span class="ow">in</span> <span class="n">text</span><span class="o">.</span><span class="n">splitlines</span><span class="p">())))</span>
+    <span class="k">if</span> <span class="n">lines</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="s2">&quot;+&quot;</span><span class="p">):</span>
+        <span class="n">parser</span> <span class="o">=</span> <span class="n">GridTableParser</span><span class="p">()</span>
+    <span class="k">else</span><span class="p">:</span>
+        <span class="n">parser</span> <span class="o">=</span> <span class="n">SimpleTableParser</span><span class="p">()</span>
+
+    <span class="n">colspec</span><span class="p">,</span> <span class="n">header</span><span class="p">,</span> <span class="n">data</span> <span class="o">=</span> <span class="n">parser</span><span class="o">.</span><span class="n">parse</span><span class="p">(</span><span class="n">StringList</span><span class="p">(</span><span class="n">lines</span><span class="p">))</span>
+
+    <span class="c1"># TODO: multiple header is not supported</span>
+    <span class="k">if</span> <span class="n">header</span><span class="p">:</span>
+        <span class="n">columns</span> <span class="o">=</span> <span class="p">[]</span>
+        <span class="k">for</span> <span class="n">rowspan</span><span class="p">,</span> <span class="n">colspan</span><span class="p">,</span> <span class="n">lineno</span><span class="p">,</span> <span class="n">stringlist</span> <span class="ow">in</span> <span class="n">header</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]:</span>
+            <span class="n">name</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;</span><span class="se">\n</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">stringlist</span><span class="o">.</span><span class="n">data</span><span class="p">)</span>
+            <span class="n">columns</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">name</span><span class="p">)</span>
+            <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">colspan</span><span class="p">):</span>
+                <span class="n">columns</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">name</span><span class="si">}</span><span class="s2">_</span><span class="si">{</span><span class="n">i</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
+    <span class="k">else</span><span class="p">:</span>
+        <span class="n">colcount</span> <span class="o">=</span> <span class="mi">0</span>
+        <span class="k">for</span> <span class="n">rowspan</span><span class="p">,</span> <span class="n">colspan</span><span class="p">,</span> <span class="n">lineno</span><span class="p">,</span> <span class="n">stringlist</span> <span class="ow">in</span> <span class="n">data</span><span class="p">[</span><span class="mi">0</span><span class="p">]:</span>
+            <span class="n">colcount</span> <span class="o">+=</span> <span class="mi">1</span> <span class="o">+</span> <span class="n">colspan</span>
+        <span class="n">columns</span> <span class="o">=</span> <span class="n">char_arange</span><span class="p">(</span><span class="n">colcount</span><span class="p">)</span>
+
+    <span class="n">df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span>
+        <span class="n">np</span><span class="o">.</span><span class="n">empty</span><span class="p">((</span><span class="nb">len</span><span class="p">(</span><span class="n">data</span><span class="p">),</span> <span class="nb">len</span><span class="p">(</span><span class="n">columns</span><span class="p">))),</span> <span class="n">columns</span><span class="o">=</span><span class="n">columns</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="s2">&quot;string&quot;</span>
+    <span class="p">)</span>
+    <span class="n">ir</span> <span class="o">=</span> <span class="mi">0</span>
+    <span class="k">for</span> <span class="n">row</span> <span class="ow">in</span> <span class="n">data</span><span class="p">:</span>
+        <span class="n">ic</span> <span class="o">=</span> <span class="mi">0</span>
+        <span class="k">for</span> <span class="n">cell</span> <span class="ow">in</span> <span class="n">row</span><span class="p">:</span>
+            <span class="c1"># (0, 0, 3, StringList([&#39;column 3&#39;], items=[(None, 3)]))</span>
+            <span class="n">rowspan</span><span class="p">,</span> <span class="n">colspan</span><span class="p">,</span> <span class="n">lineno</span><span class="p">,</span> <span class="n">stringlist</span> <span class="o">=</span> <span class="n">cell</span>
+            <span class="n">value</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;</span><span class="se">\n</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">stringlist</span><span class="o">.</span><span class="n">data</span><span class="p">)</span>
+            <span class="n">df</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="n">ir</span> <span class="p">:</span> <span class="n">ir</span> <span class="o">+</span> <span class="n">rowspan</span> <span class="o">+</span> <span class="mi">1</span><span class="p">,</span> <span class="n">ic</span> <span class="p">:</span> <span class="n">ic</span> <span class="o">+</span> <span class="n">colspan</span> <span class="o">+</span> <span class="mi">1</span><span class="p">]</span> <span class="o">=</span> <span class="n">value</span>
+            <span class="n">ic</span> <span class="o">+=</span> <span class="n">colspan</span> <span class="o">+</span> <span class="mi">1</span>
+        <span class="n">ir</span> <span class="o">+=</span> <span class="mi">1</span>
+
+    <span class="n">table</span><span class="o">.</span><span class="n">native</span><span class="o">.</span><span class="n">_paste_data</span><span class="p">(</span><span class="n">df</span><span class="p">)</span>
+    <span class="k">return</span> <span class="kc">None</span></div>
 
 
 <div class="viewcode-block" id="delete_values"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.selection.delete_values">[docs]</a><span class="k">def</span> <span class="nf">delete_values</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">):</span>
@@ -184,7 +306,7 @@ <h1>Source code for tabulous.commands.selection</h1><div class="highlight"><pre>
 <div class="viewcode-block" id="add_highlight"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.selection.add_highlight">[docs]</a><span class="k">def</span> <span class="nf">add_highlight</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">):</span>
     <span class="sd">&quot;&quot;&quot;Add highlight to cells&quot;&quot;&quot;</span>
     <span class="n">qwidget</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_table</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span><span class="o">.</span><span class="n">_qwidget</span>
-    <span class="n">qwidget</span><span class="o">.</span><span class="n">setHighlights</span><span class="p">(</span><span class="n">qwidget</span><span class="o">.</span><span class="n">highlights</span><span class="p">()</span> <span class="o">+</span> <span class="n">qwidget</span><span class="o">.</span><span class="n">selections</span><span class="p">())</span></div>
+    <span class="n">qwidget</span><span class="o">.</span><span class="n">setHighlights</span><span class="p">(</span><span class="n">qwidget</span><span class="o">.</span><span class="n">highlights</span><span class="p">()</span> <span class="o">+</span> <span class="n">qwidget</span><span class="o">.</span><span class="n">selections</span><span class="p">(</span><span class="nb">map</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span></div>
 
 
 <div class="viewcode-block" id="delete_selected_highlight"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.selection.delete_selected_highlight">[docs]</a><span class="k">def</span> <span class="nf">delete_selected_highlight</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">):</span>
@@ -197,35 +319,18 @@ <h1>Source code for tabulous.commands.selection</h1><div class="highlight"><pre>
 <div class="viewcode-block" id="show_context_menu"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.selection.show_context_menu">[docs]</a><span class="k">def</span> <span class="nf">show_context_menu</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">):</span>
     <span class="sd">&quot;&quot;&quot;Execute context menu&quot;&quot;&quot;</span>
     <span class="n">qtable</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_table</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span><span class="o">.</span><span class="n">_qwidget</span>
-    <span class="n">r</span><span class="p">,</span> <span class="n">c</span> <span class="o">=</span> <span class="n">qtable</span><span class="o">.</span><span class="n">_qtable_view</span><span class="o">.</span><span class="n">_selection_model</span><span class="o">.</span><span class="n">current_index</span>
-    <span class="k">if</span> <span class="n">r</span> <span class="o">&gt;=</span> <span class="mi">0</span> <span class="ow">and</span> <span class="n">c</span> <span class="o">&gt;=</span> <span class="mi">0</span><span class="p">:</span>
-        <span class="n">index</span> <span class="o">=</span> <span class="n">qtable</span><span class="o">.</span><span class="n">_qtable_view</span><span class="o">.</span><span class="n">model</span><span class="p">()</span><span class="o">.</span><span class="n">index</span><span class="p">(</span><span class="n">r</span><span class="p">,</span> <span class="n">c</span><span class="p">)</span>
-        <span class="n">rect</span> <span class="o">=</span> <span class="n">qtable</span><span class="o">.</span><span class="n">_qtable_view</span><span class="o">.</span><span class="n">visualRect</span><span class="p">(</span><span class="n">index</span><span class="p">)</span>
-        <span class="n">qtable</span><span class="o">.</span><span class="n">showContextMenu</span><span class="p">(</span><span class="n">rect</span><span class="o">.</span><span class="n">center</span><span class="p">())</span>
-    <span class="k">elif</span> <span class="n">r</span> <span class="o">&lt;</span> <span class="mi">0</span><span class="p">:</span>
-        <span class="n">header</span> <span class="o">=</span> <span class="n">qtable</span><span class="o">.</span><span class="n">_qtable_view</span><span class="o">.</span><span class="n">horizontalHeader</span><span class="p">()</span>
-        <span class="n">rect</span> <span class="o">=</span> <span class="n">header</span><span class="o">.</span><span class="n">visualRectAtIndex</span><span class="p">(</span><span class="n">c</span><span class="p">)</span>
-        <span class="n">header</span><span class="o">.</span><span class="n">_show_context_menu</span><span class="p">(</span><span class="n">rect</span><span class="o">.</span><span class="n">center</span><span class="p">())</span>
-    <span class="k">elif</span> <span class="n">c</span> <span class="o">&lt;</span> <span class="mi">0</span><span class="p">:</span>
-        <span class="n">header</span> <span class="o">=</span> <span class="n">qtable</span><span class="o">.</span><span class="n">_qtable_view</span><span class="o">.</span><span class="n">verticalHeader</span><span class="p">()</span>
-        <span class="n">rect</span> <span class="o">=</span> <span class="n">header</span><span class="o">.</span><span class="n">visualRectAtIndex</span><span class="p">(</span><span class="n">r</span><span class="p">)</span>
-        <span class="n">header</span><span class="o">.</span><span class="n">_show_context_menu</span><span class="p">(</span><span class="n">rect</span><span class="o">.</span><span class="n">center</span><span class="p">())</span>
-    <span class="k">else</span><span class="p">:</span>
-        <span class="k">raise</span> <span class="ne">RuntimeError</span><span class="p">(</span><span class="s2">&quot;Invalid index&quot;</span><span class="p">)</span></div>
+    <span class="n">qtable</span><span class="o">.</span><span class="n">showContextMenuAtIndex</span><span class="p">()</span></div>
 
 
 <div class="viewcode-block" id="raise_slot_error"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.selection.raise_slot_error">[docs]</a><span class="k">def</span> <span class="nf">raise_slot_error</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">):</span>
     <span class="sd">&quot;&quot;&quot;Show traceback at the cell&quot;&quot;&quot;</span>
-    <span class="n">qtable_view</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_table</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span><span class="o">.</span><span class="n">_qwidget</span><span class="o">.</span><span class="n">_qtable_view</span>
-    <span class="n">idx</span> <span class="o">=</span> <span class="n">qtable_view</span><span class="o">.</span><span class="n">_selection_model</span><span class="o">.</span><span class="n">current_index</span>
-    <span class="k">if</span> <span class="n">slot</span> <span class="o">:=</span> <span class="n">qtable_view</span><span class="o">.</span><span class="n">_table_map</span><span class="o">.</span><span class="n">get_by_dest</span><span class="p">(</span><span class="n">idx</span><span class="p">,</span> <span class="kc">None</span><span class="p">):</span>
-        <span class="k">if</span> <span class="n">slot</span><span class="o">.</span><span class="n">_current_error</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
-            <span class="n">slot</span><span class="o">.</span><span class="n">raise_in_msgbox</span><span class="p">()</span></div>
+    <span class="n">qtable</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_table</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span><span class="o">.</span><span class="n">_qwidget</span>
+    <span class="n">qtable</span><span class="o">.</span><span class="n">raiseSlotError</span><span class="p">()</span></div>
 
 
-<div class="viewcode-block" id="notify_editability"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.selection.notify_editability">[docs]</a><span class="k">def</span> <span class="nf">notify_editability</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">):</span>
+<span class="k">def</span> <span class="nf">_notify_editability</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">):</span>
     <span class="sd">&quot;&quot;&quot;Notify that current table is not editable.&quot;&quot;&quot;</span>
-    <span class="n">viewer</span><span class="o">.</span><span class="n">_qwidget</span><span class="o">.</span><span class="n">_tablestack</span><span class="o">.</span><span class="n">notifyEditability</span><span class="p">()</span></div>
+    <span class="n">viewer</span><span class="o">.</span><span class="n">_qwidget</span><span class="o">.</span><span class="n">_tablestack</span><span class="o">.</span><span class="n">notifyEditability</span><span class="p">()</span>
 
 
 <div class="viewcode-block" id="set_column_dtype"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.selection.set_column_dtype">[docs]</a><span class="k">def</span> <span class="nf">set_column_dtype</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">):</span>
@@ -234,7 +339,7 @@ <h1>Source code for tabulous.commands.selection</h1><div class="highlight"><pre>
 
     <span class="n">sheet</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_spreadsheet</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span><span class="o">.</span><span class="n">_qwidget</span>
     <span class="n">col</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_selected_column</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span>
-    <span class="k">if</span> <span class="n">out</span> <span class="o">:=</span> <span class="n">QDtypeWidget</span><span class="o">.</span><span class="n">requestValue</span><span class="p">(</span><span class="n">viewer</span><span class="o">.</span><span class="n">_qwidget</span><span class="p">):</span>
+    <span class="k">if</span> <span class="n">out</span> <span class="o">:=</span> <span class="n">QDtypeWidget</span><span class="o">.</span><span class="n">requestValue</span><span class="p">(</span><span class="n">sheet</span><span class="p">):</span>
         <span class="n">dtype_str</span><span class="p">,</span> <span class="n">validation</span><span class="p">,</span> <span class="n">formatting</span> <span class="o">=</span> <span class="n">out</span>
         <span class="k">if</span> <span class="n">dtype_str</span> <span class="o">==</span> <span class="s2">&quot;unset&quot;</span><span class="p">:</span>
             <span class="n">dtype_str</span> <span class="o">=</span> <span class="kc">None</span>
@@ -251,7 +356,7 @@ <h1>Source code for tabulous.commands.selection</h1><div class="highlight"><pre>
     <span class="sd">&quot;&quot;&quot;Insert a row above&quot;&quot;&quot;</span>
     <span class="n">sheet</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_spreadsheet</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span><span class="o">.</span><span class="n">_qwidget</span>
     <span class="k">if</span> <span class="ow">not</span> <span class="n">sheet</span><span class="o">.</span><span class="n">isEditable</span><span class="p">():</span>
-        <span class="k">return</span> <span class="n">notify_editability</span><span class="p">()</span>
+        <span class="k">return</span> <span class="n">_notify_editability</span><span class="p">()</span>
     <span class="n">row</span><span class="p">,</span> <span class="n">_</span> <span class="o">=</span> <span class="n">sheet</span><span class="o">.</span><span class="n">_qtable_view</span><span class="o">.</span><span class="n">_selection_model</span><span class="o">.</span><span class="n">current_index</span>
     <span class="k">return</span> <span class="n">sheet</span><span class="o">.</span><span class="n">insertRows</span><span class="p">(</span><span class="n">row</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span></div>
 
@@ -260,7 +365,7 @@ <h1>Source code for tabulous.commands.selection</h1><div class="highlight"><pre>
     <span class="sd">&quot;&quot;&quot;Insert a row below&quot;&quot;&quot;</span>
     <span class="n">sheet</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_spreadsheet</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span><span class="o">.</span><span class="n">_qwidget</span>
     <span class="k">if</span> <span class="ow">not</span> <span class="n">sheet</span><span class="o">.</span><span class="n">isEditable</span><span class="p">():</span>
-        <span class="k">return</span> <span class="n">notify_editability</span><span class="p">()</span>
+        <span class="k">return</span> <span class="n">_notify_editability</span><span class="p">()</span>
     <span class="n">row</span><span class="p">,</span> <span class="n">_</span> <span class="o">=</span> <span class="n">sheet</span><span class="o">.</span><span class="n">_qtable_view</span><span class="o">.</span><span class="n">_selection_model</span><span class="o">.</span><span class="n">current_index</span>
     <span class="k">return</span> <span class="n">sheet</span><span class="o">.</span><span class="n">insertRows</span><span class="p">(</span><span class="n">row</span> <span class="o">+</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span></div>
 
@@ -269,7 +374,7 @@ <h1>Source code for tabulous.commands.selection</h1><div class="highlight"><pre>
     <span class="sd">&quot;&quot;&quot;Insert a column left&quot;&quot;&quot;</span>
     <span class="n">sheet</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_spreadsheet</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span><span class="o">.</span><span class="n">_qwidget</span>
     <span class="k">if</span> <span class="ow">not</span> <span class="n">sheet</span><span class="o">.</span><span class="n">isEditable</span><span class="p">():</span>
-        <span class="k">return</span> <span class="n">notify_editability</span><span class="p">()</span>
+        <span class="k">return</span> <span class="n">_notify_editability</span><span class="p">()</span>
     <span class="n">_</span><span class="p">,</span> <span class="n">col</span> <span class="o">=</span> <span class="n">sheet</span><span class="o">.</span><span class="n">_qtable_view</span><span class="o">.</span><span class="n">_selection_model</span><span class="o">.</span><span class="n">current_index</span>
     <span class="k">return</span> <span class="n">sheet</span><span class="o">.</span><span class="n">insertColumns</span><span class="p">(</span><span class="n">col</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span></div>
 
@@ -278,7 +383,7 @@ <h1>Source code for tabulous.commands.selection</h1><div class="highlight"><pre>
     <span class="sd">&quot;&quot;&quot;Insert a column right&quot;&quot;&quot;</span>
     <span class="n">sheet</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_spreadsheet</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span><span class="o">.</span><span class="n">_qwidget</span>
     <span class="k">if</span> <span class="ow">not</span> <span class="n">sheet</span><span class="o">.</span><span class="n">isEditable</span><span class="p">():</span>
-        <span class="k">return</span> <span class="n">notify_editability</span><span class="p">()</span>
+        <span class="k">return</span> <span class="n">_notify_editability</span><span class="p">()</span>
     <span class="n">_</span><span class="p">,</span> <span class="n">col</span> <span class="o">=</span> <span class="n">sheet</span><span class="o">.</span><span class="n">_qtable_view</span><span class="o">.</span><span class="n">_selection_model</span><span class="o">.</span><span class="n">current_index</span>
     <span class="k">return</span> <span class="n">sheet</span><span class="o">.</span><span class="n">insertColumns</span><span class="p">(</span><span class="n">col</span> <span class="o">+</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span></div>
 
@@ -287,88 +392,28 @@ <h1>Source code for tabulous.commands.selection</h1><div class="highlight"><pre>
     <span class="sd">&quot;&quot;&quot;Remove selected rows&quot;&quot;&quot;</span>
     <span class="n">sheet</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_spreadsheet</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span><span class="o">.</span><span class="n">_qwidget</span>
     <span class="k">if</span> <span class="ow">not</span> <span class="n">sheet</span><span class="o">.</span><span class="n">isEditable</span><span class="p">():</span>
-        <span class="k">return</span> <span class="n">notify_editability</span><span class="p">()</span>
+        <span class="k">return</span> <span class="n">_notify_editability</span><span class="p">()</span>
     <span class="n">row</span><span class="p">,</span> <span class="n">col</span> <span class="o">=</span> <span class="n">sheet</span><span class="o">.</span><span class="n">_qtable_view</span><span class="o">.</span><span class="n">_selection_model</span><span class="o">.</span><span class="n">current_index</span>
     <span class="n">_</span><span class="p">,</span> <span class="n">rng</span> <span class="o">=</span> <span class="n">sheet</span><span class="o">.</span><span class="n">_qtable_view</span><span class="o">.</span><span class="n">_selection_model</span><span class="o">.</span><span class="n">range_under_index</span><span class="p">(</span><span class="n">row</span><span class="p">,</span> <span class="n">col</span><span class="p">)</span>
     <span class="k">if</span> <span class="n">rng</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
         <span class="n">row_range</span> <span class="o">=</span> <span class="n">rng</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
         <span class="n">sheet</span><span class="o">.</span><span class="n">removeRows</span><span class="p">(</span><span class="n">row_range</span><span class="o">.</span><span class="n">start</span><span class="p">,</span> <span class="n">row_range</span><span class="o">.</span><span class="n">stop</span> <span class="o">-</span> <span class="n">row_range</span><span class="o">.</span><span class="n">start</span><span class="p">)</span>
-    <span class="k">return</span> <span class="kc">None</span></div>
+        <span class="k">return</span> <span class="kc">None</span>
+    <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;No selection under cursor.&quot;</span><span class="p">)</span></div>
 
 
 <div class="viewcode-block" id="remove_selected_columns"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.selection.remove_selected_columns">[docs]</a><span class="k">def</span> <span class="nf">remove_selected_columns</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">):</span>
     <span class="sd">&quot;&quot;&quot;Remove selected columns&quot;&quot;&quot;</span>
     <span class="n">sheet</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_spreadsheet</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span><span class="o">.</span><span class="n">_qwidget</span>
     <span class="k">if</span> <span class="ow">not</span> <span class="n">sheet</span><span class="o">.</span><span class="n">isEditable</span><span class="p">():</span>
-        <span class="k">return</span> <span class="n">notify_editability</span><span class="p">()</span>
+        <span class="k">return</span> <span class="n">_notify_editability</span><span class="p">()</span>
     <span class="n">row</span><span class="p">,</span> <span class="n">col</span> <span class="o">=</span> <span class="n">sheet</span><span class="o">.</span><span class="n">_qtable_view</span><span class="o">.</span><span class="n">_selection_model</span><span class="o">.</span><span class="n">current_index</span>
     <span class="n">_</span><span class="p">,</span> <span class="n">rng</span> <span class="o">=</span> <span class="n">sheet</span><span class="o">.</span><span class="n">_qtable_view</span><span class="o">.</span><span class="n">_selection_model</span><span class="o">.</span><span class="n">range_under_index</span><span class="p">(</span><span class="n">row</span><span class="p">,</span> <span class="n">col</span><span class="p">)</span>
     <span class="k">if</span> <span class="n">rng</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
         <span class="n">col_range</span> <span class="o">=</span> <span class="n">rng</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span>
         <span class="n">sheet</span><span class="o">.</span><span class="n">removeColumns</span><span class="p">(</span><span class="n">col_range</span><span class="o">.</span><span class="n">start</span><span class="p">,</span> <span class="n">col_range</span><span class="o">.</span><span class="n">stop</span> <span class="o">-</span> <span class="n">col_range</span><span class="o">.</span><span class="n">start</span><span class="p">)</span>
-    <span class="k">return</span> <span class="kc">None</span></div>
-
-
-<div class="viewcode-block" id="set_foreground_colormap"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.selection.set_foreground_colormap">[docs]</a><span class="k">def</span> <span class="nf">set_foreground_colormap</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
-    <span class="sd">&quot;&quot;&quot;Set foreground colormap to a column&quot;&quot;&quot;</span>
-    <span class="kn">from</span> <span class="nn">._colormap</span> <span class="kn">import</span> <span class="n">exec_colormap_dialog</span>
-
-    <span class="n">sheet</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_table</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span><span class="o">.</span><span class="n">_qwidget</span>
-    <span class="n">index</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_selected_column</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span>
-
-    <span class="n">column_name</span> <span class="o">=</span> <span class="n">sheet</span><span class="o">.</span><span class="n">_filtered_columns</span><span class="p">[</span><span class="n">index</span><span class="p">]</span>
-    <span class="k">if</span> <span class="n">cmap</span> <span class="o">:=</span> <span class="n">exec_colormap_dialog</span><span class="p">(</span><span class="n">sheet</span><span class="o">.</span><span class="n">getDataFrame</span><span class="p">()[</span><span class="n">column_name</span><span class="p">],</span> <span class="n">sheet</span><span class="p">):</span>
-        <span class="n">sheet</span><span class="o">.</span><span class="n">setForegroundColormap</span><span class="p">(</span><span class="n">column_name</span><span class="p">,</span> <span class="n">cmap</span><span class="p">)</span>
-    <span class="k">return</span> <span class="kc">None</span></div>
-
-
-<div class="viewcode-block" id="reset_foreground_colormap"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.selection.reset_foreground_colormap">[docs]</a><span class="k">def</span> <span class="nf">reset_foreground_colormap</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
-    <span class="sd">&quot;&quot;&quot;Reset foreground colormap&quot;&quot;&quot;</span>
-    <span class="n">sheet</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_table</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span><span class="o">.</span><span class="n">_qwidget</span>
-    <span class="n">index</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_selected_column</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span>
-    <span class="n">column_name</span> <span class="o">=</span> <span class="n">sheet</span><span class="o">.</span><span class="n">_filtered_columns</span><span class="p">[</span><span class="n">index</span><span class="p">]</span>
-    <span class="k">return</span> <span class="n">sheet</span><span class="o">.</span><span class="n">setForegroundColormap</span><span class="p">(</span><span class="n">column_name</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span></div>
-
-
-<div class="viewcode-block" id="set_background_colormap"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.selection.set_background_colormap">[docs]</a><span class="k">def</span> <span class="nf">set_background_colormap</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
-    <span class="sd">&quot;&quot;&quot;Set background colormap to a column&quot;&quot;&quot;</span>
-    <span class="kn">from</span> <span class="nn">._colormap</span> <span class="kn">import</span> <span class="n">exec_colormap_dialog</span>
-
-    <span class="n">sheet</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_table</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span><span class="o">.</span><span class="n">_qwidget</span>
-    <span class="n">index</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_selected_column</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span>
-    <span class="n">column_name</span> <span class="o">=</span> <span class="n">sheet</span><span class="o">.</span><span class="n">_filtered_columns</span><span class="p">[</span><span class="n">index</span><span class="p">]</span>
-    <span class="k">if</span> <span class="n">cmap</span> <span class="o">:=</span> <span class="n">exec_colormap_dialog</span><span class="p">(</span><span class="n">sheet</span><span class="o">.</span><span class="n">getDataFrame</span><span class="p">()[</span><span class="n">column_name</span><span class="p">],</span> <span class="n">sheet</span><span class="p">):</span>
-        <span class="n">sheet</span><span class="o">.</span><span class="n">setBackgroundColormap</span><span class="p">(</span><span class="n">column_name</span><span class="p">,</span> <span class="n">cmap</span><span class="p">)</span>
-    <span class="k">return</span> <span class="kc">None</span></div>
-
-
-<div class="viewcode-block" id="reset_background_colormap"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.selection.reset_background_colormap">[docs]</a><span class="k">def</span> <span class="nf">reset_background_colormap</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
-    <span class="sd">&quot;&quot;&quot;Reset background colormap&quot;&quot;&quot;</span>
-    <span class="n">sheet</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_table</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span><span class="o">.</span><span class="n">_qwidget</span>
-    <span class="n">index</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_selected_column</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span>
-    <span class="n">column_name</span> <span class="o">=</span> <span class="n">sheet</span><span class="o">.</span><span class="n">_filtered_columns</span><span class="p">[</span><span class="n">index</span><span class="p">]</span>
-    <span class="k">return</span> <span class="n">sheet</span><span class="o">.</span><span class="n">setBackgroundColormap</span><span class="p">(</span><span class="n">column_name</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span></div>
-
-
-<div class="viewcode-block" id="set_text_formatter"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.selection.set_text_formatter">[docs]</a><span class="k">def</span> <span class="nf">set_text_formatter</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
-    <span class="sd">&quot;&quot;&quot;Set text formatter&quot;&quot;&quot;</span>
-    <span class="kn">from</span> <span class="nn">tabulous._text_formatter</span> <span class="kn">import</span> <span class="n">exec_formatter_dialog</span>
-
-    <span class="n">sheet</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_table</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span><span class="o">.</span><span class="n">_qwidget</span>
-    <span class="n">index</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_selected_column</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span>
-    <span class="n">column_name</span> <span class="o">=</span> <span class="n">sheet</span><span class="o">.</span><span class="n">_filtered_columns</span><span class="p">[</span><span class="n">index</span><span class="p">]</span>
-
-    <span class="k">if</span> <span class="n">fmt</span> <span class="o">:=</span> <span class="n">exec_formatter_dialog</span><span class="p">(</span><span class="n">sheet</span><span class="o">.</span><span class="n">getDataFrame</span><span class="p">()[</span><span class="n">column_name</span><span class="p">],</span> <span class="n">sheet</span><span class="p">):</span>
-        <span class="n">sheet</span><span class="o">.</span><span class="n">setTextFormatter</span><span class="p">(</span><span class="n">column_name</span><span class="p">,</span> <span class="n">fmt</span><span class="p">)</span>
-    <span class="k">return</span> <span class="kc">None</span></div>
-
-
-<div class="viewcode-block" id="reset_text_formatter"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.selection.reset_text_formatter">[docs]</a><span class="k">def</span> <span class="nf">reset_text_formatter</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
-    <span class="sd">&quot;&quot;&quot;Reset text formatter&quot;&quot;&quot;</span>
-    <span class="n">sheet</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_table</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span><span class="o">.</span><span class="n">_qwidget</span>
-    <span class="n">index</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_selected_column</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span>
-    <span class="n">column_name</span> <span class="o">=</span> <span class="n">sheet</span><span class="o">.</span><span class="n">_filtered_columns</span><span class="p">[</span><span class="n">index</span><span class="p">]</span>
-    <span class="k">return</span> <span class="n">sheet</span><span class="o">.</span><span class="n">setTextFormatter</span><span class="p">(</span><span class="n">column_name</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span></div>
+        <span class="k">return</span> <span class="kc">None</span>
+    <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;No selection under cursor.&quot;</span><span class="p">)</span></div>
 
 
 <div class="viewcode-block" id="write_data_signal_in_console"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.selection.write_data_signal_in_console">[docs]</a><span class="k">def</span> <span class="nf">write_data_signal_in_console</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">):</span>
@@ -576,30 +621,20 @@ <h1>Source code for tabulous.commands.selection</h1><div class="highlight"><pre>
     <span class="k">return</span> <span class="kc">None</span></div>
 
 
-<div class="viewcode-block" id="sort_by_column_ascending"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.selection.sort_by_column_ascending">[docs]</a><span class="k">def</span> <span class="nf">sort_by_column_ascending</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
-    <span class="sd">&quot;&quot;&quot;Sort by column(s) in ascending order&quot;&quot;&quot;</span>
+<div class="viewcode-block" id="sort_by_columns"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.selection.sort_by_columns">[docs]</a><span class="k">def</span> <span class="nf">sort_by_columns</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;Sort by column(s)&quot;&quot;&quot;</span>
     <span class="n">table</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_table</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span>
     <span class="n">indices</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_selected_columns</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span>
     <span class="n">by</span> <span class="o">=</span> <span class="p">[</span><span class="n">table</span><span class="o">.</span><span class="n">columns</span><span class="p">[</span><span class="n">index</span><span class="p">]</span> <span class="k">for</span> <span class="n">index</span> <span class="ow">in</span> <span class="n">indices</span><span class="p">]</span>
-    <span class="n">table</span><span class="o">.</span><span class="n">proxy</span><span class="o">.</span><span class="n">sort</span><span class="p">(</span><span class="n">by</span><span class="o">=</span><span class="n">by</span><span class="p">,</span> <span class="n">ascending</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
-    <span class="k">return</span> <span class="kc">None</span></div>
+    <span class="k">return</span> <span class="n">table</span><span class="o">.</span><span class="n">proxy</span><span class="o">.</span><span class="n">sort</span><span class="p">(</span><span class="n">by</span><span class="o">=</span><span class="n">by</span><span class="p">)</span></div>
 
 
-<div class="viewcode-block" id="sort_by_column_descending"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.selection.sort_by_column_descending">[docs]</a><span class="k">def</span> <span class="nf">sort_by_column_descending</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
-    <span class="sd">&quot;&quot;&quot;Sort by column(s) in decending order&quot;&quot;&quot;</span>
+<div class="viewcode-block" id="filter_by_columns"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.selection.filter_by_columns">[docs]</a><span class="k">def</span> <span class="nf">filter_by_columns</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;Filter by a column&quot;&quot;&quot;</span>
     <span class="n">table</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_table</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span>
     <span class="n">indices</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_selected_columns</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span>
     <span class="n">by</span> <span class="o">=</span> <span class="p">[</span><span class="n">table</span><span class="o">.</span><span class="n">columns</span><span class="p">[</span><span class="n">index</span><span class="p">]</span> <span class="k">for</span> <span class="n">index</span> <span class="ow">in</span> <span class="n">indices</span><span class="p">]</span>
-    <span class="n">table</span><span class="o">.</span><span class="n">proxy</span><span class="o">.</span><span class="n">sort</span><span class="p">(</span><span class="n">by</span><span class="o">=</span><span class="n">by</span><span class="p">,</span> <span class="n">ascending</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
-    <span class="k">return</span> <span class="kc">None</span></div>
-
-
-<div class="viewcode-block" id="filter_by_column"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.selection.filter_by_column">[docs]</a><span class="k">def</span> <span class="nf">filter_by_column</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
-    <span class="sd">&quot;&quot;&quot;Filter by a column&quot;&quot;&quot;</span>
-    <span class="n">table</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_table</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span>
-    <span class="n">index</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_selected_column</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span>
-    <span class="n">widget</span> <span class="o">=</span> <span class="n">viewer</span><span class="o">.</span><span class="n">_qwidget</span><span class="o">.</span><span class="n">_tablestack</span><span class="o">.</span><span class="n">openFilterDialog</span><span class="p">()</span>
-    <span class="n">widget</span><span class="o">.</span><span class="n">lineEdit</span><span class="p">()</span><span class="o">.</span><span class="n">setText</span><span class="p">(</span><span class="n">table</span><span class="o">.</span><span class="n">columns</span><span class="p">[</span><span class="n">index</span><span class="p">])</span>
+    <span class="n">table</span><span class="o">.</span><span class="n">proxy</span><span class="o">.</span><span class="n">add_filter_buttons</span><span class="p">(</span><span class="n">by</span><span class="p">,</span> <span class="n">show_menu</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
     <span class="k">return</span> <span class="kc">None</span></div>
 
 
@@ -612,6 +647,30 @@ <h1>Source code for tabulous.commands.selection</h1><div class="highlight"><pre>
         <span class="n">shuffled</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
         <span class="n">table</span><span class="o">.</span><span class="n">cell</span><span class="p">[</span><span class="n">sel</span><span class="p">]</span> <span class="o">=</span> <span class="n">shuffled</span>
     <span class="k">return</span> <span class="kc">None</span></div>
+
+
+<div class="viewcode-block" id="sort_inplace"><a class="viewcode-back" href="../../../apidoc/tabulous.commands.html#tabulous.commands.selection.sort_inplace">[docs]</a><span class="k">def</span> <span class="nf">sort_inplace</span><span class="p">(</span><span class="n">viewer</span><span class="p">:</span> <span class="n">TableViewerBase</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;Sort table data inplace&quot;&quot;&quot;</span>
+    <span class="n">table</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_mutable_table</span><span class="p">(</span><span class="n">viewer</span><span class="p">)</span>
+    <span class="n">sel</span> <span class="o">=</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_a_selection</span><span class="p">(</span><span class="n">table</span><span class="p">)</span>
+    <span class="n">df</span> <span class="o">=</span> <span class="n">table</span><span class="o">.</span><span class="n">data</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="n">sel</span><span class="p">]</span>
+    <span class="k">if</span> <span class="n">df</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
+        <span class="n">out</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="n">by</span><span class="o">=</span><span class="n">df</span><span class="o">.</span><span class="n">columns</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
+    <span class="k">else</span><span class="p">:</span>
+        <span class="n">chosen</span> <span class="o">=</span> <span class="n">_dialogs</span><span class="o">.</span><span class="n">choose_multiple</span><span class="p">(</span>
+            <span class="n">choices</span><span class="o">=</span><span class="p">{</span>
+                <span class="s2">&quot;choices&quot;</span><span class="p">:</span> <span class="nb">list</span><span class="p">(</span><span class="n">df</span><span class="o">.</span><span class="n">columns</span><span class="p">),</span>
+                <span class="s2">&quot;widget_type&quot;</span><span class="p">:</span> <span class="s2">&quot;Select&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;label&quot;</span><span class="p">:</span> <span class="s2">&quot;by&quot;</span><span class="p">,</span>
+            <span class="p">},</span>
+            <span class="n">parent</span><span class="o">=</span><span class="n">viewer</span><span class="o">.</span><span class="n">native</span><span class="p">,</span>
+        <span class="p">)</span>
+        <span class="k">if</span> <span class="n">chosen</span><span class="p">:</span>
+            <span class="n">out</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="n">by</span><span class="o">=</span><span class="n">chosen</span><span class="p">)</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="k">return</span> <span class="kc">None</span>
+    <span class="n">table</span><span class="o">.</span><span class="n">native</span><span class="o">.</span><span class="n">setDataFrameValue</span><span class="p">(</span><span class="o">*</span><span class="n">sel</span><span class="p">,</span> <span class="n">out</span><span class="p">)</span>
+    <span class="k">return</span> <span class="kc">None</span></div>
 </pre></div>
 
            </div>
diff --git a/docs/_modules/tabulous/types.html b/docs/_modules/tabulous/types.html
index ec288084..14f14dc8 100644
--- a/docs/_modules/tabulous/types.html
+++ b/docs/_modules/tabulous/types.html
@@ -3,9 +3,10 @@
 <head>
   <meta charset="utf-8" />
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>tabulous.types &mdash; tabulous 0.4.0rc0 documentation</title>
+  <title>tabulous.types &mdash; tabulous 0.4.0 documentation</title>
       <link rel="stylesheet" href="../../_static/pygments.css" type="text/css" />
       <link rel="stylesheet" href="../../_static/css/theme.css" type="text/css" />
+      <link rel="stylesheet" href="../../_static/font.css" type="text/css" />
   <!--[if lt IE 9]>
     <script src="../../_static/js/html5shiv.min.js"></script>
   <![endif]-->
@@ -27,7 +28,7 @@
             <a href="../../index.html" class="icon icon-home"> tabulous
           </a>
               <div class="version">
-                0.4.0rc0
+                0.4.0
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">
@@ -45,10 +46,11 @@
 <li class="toctree-l1"><a class="reference internal" href="../../main/selections.html">Table Selections and Highlights</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../main/sort_filter.html">Sort/Filter Table Data</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../main/columnwise_settings.html">Column-wise Settings</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../main/table_advanced.html">Working with Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../main/table_fields.html">Field Attributes of Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../main/table_view_mode.html">View Tables in Different Modes</a></li>
 </ul>
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="../../main/dock_widget.html">Custom Dock widget</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../main/integrate_custom_widgets.html">Integrate Custom Widgets</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../main/non_mainwindow.html">Use Non-main Window Table Viewers</a></li>
 </ul>
 <ul>
@@ -94,12 +96,13 @@ <h1>Source code for tabulous.types</h1><div class="highlight"><pre>
     <span class="n">TYPE_CHECKING</span><span class="p">,</span>
     <span class="n">NamedTuple</span><span class="p">,</span>
     <span class="n">SupportsIndex</span><span class="p">,</span>
+    <span class="n">Mapping</span><span class="p">,</span>
     <span class="n">MutableSequence</span><span class="p">,</span>
 <span class="p">)</span>
 <span class="kn">from</span> <span class="nn">enum</span> <span class="kn">import</span> <span class="n">Enum</span>
 
 <span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
-<span class="kn">from</span> <span class="nn">numpy.typing</span> <span class="kn">import</span> <span class="n">ArrayLike</span>
+<span class="kn">from</span> <span class="nn">numpy.typing</span> <span class="kn">import</span> <span class="n">ArrayLike</span><span class="p">,</span> <span class="n">NDArray</span>
 
 <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
     <span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
@@ -116,7 +119,6 @@ <h1>Source code for tabulous.types</h1><div class="highlight"><pre>
     <span class="s2">&quot;TableColumn&quot;</span><span class="p">,</span>
     <span class="s2">&quot;TableDataTuple&quot;</span><span class="p">,</span>
     <span class="s2">&quot;TableInfo&quot;</span><span class="p">,</span>
-    <span class="s2">&quot;TablePosition&quot;</span><span class="p">,</span>
     <span class="s2">&quot;ItemInfo&quot;</span><span class="p">,</span>
     <span class="s2">&quot;HeaderInfo&quot;</span><span class="p">,</span>
     <span class="s2">&quot;SelectionRanges&quot;</span><span class="p">,</span>
@@ -166,7 +168,10 @@ <h1>Source code for tabulous.types</h1><div class="highlight"><pre>
         <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Type </span><span class="si">{</span><span class="bp">cls</span><span class="o">.</span><span class="vm">__name__</span><span class="si">}</span><span class="s2"> cannot be instantiated.&quot;</span><span class="p">)</span>
 
 
-<span class="n">ProxyType</span> <span class="o">=</span> <span class="n">Union</span><span class="p">[</span><span class="n">Callable</span><span class="p">[[</span><span class="s2">&quot;pd.DataFrame&quot;</span><span class="p">],</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">],</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">]</span>
+<span class="n">_IntArray</span> <span class="o">=</span> <span class="n">NDArray</span><span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">integer</span><span class="p">]</span>
+<span class="n">_BoolArray</span> <span class="o">=</span> <span class="n">NDArray</span><span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">bool_</span><span class="p">]</span>
+<span class="n">_IntOrBoolArray</span> <span class="o">=</span> <span class="n">Union</span><span class="p">[</span><span class="n">_IntArray</span><span class="p">,</span> <span class="n">_BoolArray</span><span class="p">]</span>
+<span class="n">ProxyType</span> <span class="o">=</span> <span class="n">Union</span><span class="p">[</span><span class="n">Callable</span><span class="p">[[</span><span class="s2">&quot;pd.DataFrame&quot;</span><span class="p">],</span> <span class="n">_IntOrBoolArray</span><span class="p">],</span> <span class="n">_IntOrBoolArray</span><span class="p">]</span>
 
 
 <span class="k">class</span> <span class="nc">TabPosition</span><span class="p">(</span><span class="n">Enum</span><span class="p">):</span>
@@ -250,18 +255,18 @@ <h1>Source code for tabulous.types</h1><div class="highlight"><pre>
 
 <span class="sd">    Value takes (row, column, expr, old_value, is_ref) where</span>
 
-<span class="sd">    row : int</span>
-<span class="sd">        Row index where item edited.</span>
-<span class="sd">    column : int</span>
-<span class="sd">        Column index where item edited.</span>
+<span class="sd">    pos : tuple[int, int]</span>
+<span class="sd">        The visual position of the cell where expression is evaluated.</span>
+<span class="sd">    source_pos : tuple[int, int]</span>
+<span class="sd">        The source position of the cell where expression is evaluated.</span>
 <span class="sd">    expr : str</span>
 <span class="sd">        Expression to be evaluated.</span>
 <span class="sd">    is_ref: bool</span>
 <span class="sd">        Whether the expression take references in the table.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
 
-    <span class="n">row</span><span class="p">:</span> <span class="nb">int</span>
-    <span class="n">column</span><span class="p">:</span> <span class="nb">int</span>
+    <span class="n">pos</span><span class="p">:</span> <span class="nb">tuple</span><span class="p">[</span><span class="nb">int</span><span class="p">,</span> <span class="nb">int</span><span class="p">]</span>
+    <span class="n">source_pos</span><span class="p">:</span> <span class="nb">tuple</span><span class="p">[</span><span class="nb">int</span><span class="p">,</span> <span class="nb">int</span><span class="p">]</span>
     <span class="n">expr</span><span class="p">:</span> <span class="nb">str</span>
     <span class="n">is_ref</span><span class="p">:</span> <span class="nb">bool</span>
 
@@ -286,6 +291,10 @@ <h1>Source code for tabulous.types</h1><div class="highlight"><pre>
         <span class="p">)</span>
         <span class="k">return</span> <span class="n">ProxyType</span>
     <span class="k">raise</span> <span class="ne">AttributeError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;module </span><span class="si">{</span><span class="vm">__name__</span><span class="si">!r}</span><span class="s2"> has no attribute </span><span class="si">{</span><span class="n">name</span><span class="si">!r}</span><span class="s2">&quot;</span><span class="p">)</span>
+
+
+<span class="n">ColorType</span> <span class="o">=</span> <span class="n">Union</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Iterable</span><span class="p">[</span><span class="nb">int</span><span class="p">]]</span>
+<span class="n">ColorMapping</span> <span class="o">=</span> <span class="n">Union</span><span class="p">[</span><span class="n">Callable</span><span class="p">[[</span><span class="n">Any</span><span class="p">],</span> <span class="n">ColorType</span><span class="p">],</span> <span class="n">Mapping</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">ColorType</span><span class="p">]]</span>
 </pre></div>
 
            </div>
diff --git a/docs/_modules/tabulous/widgets/_mainwindow.html b/docs/_modules/tabulous/widgets/_mainwindow.html
index c7a66f29..b3dd27d1 100644
--- a/docs/_modules/tabulous/widgets/_mainwindow.html
+++ b/docs/_modules/tabulous/widgets/_mainwindow.html
@@ -3,9 +3,10 @@
 <head>
   <meta charset="utf-8" />
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>tabulous.widgets._mainwindow &mdash; tabulous 0.4.0rc0 documentation</title>
+  <title>tabulous.widgets._mainwindow &mdash; tabulous 0.4.0 documentation</title>
       <link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
       <link rel="stylesheet" href="../../../_static/css/theme.css" type="text/css" />
+      <link rel="stylesheet" href="../../../_static/font.css" type="text/css" />
   <!--[if lt IE 9]>
     <script src="../../../_static/js/html5shiv.min.js"></script>
   <![endif]-->
@@ -27,7 +28,7 @@
             <a href="../../../index.html" class="icon icon-home"> tabulous
           </a>
               <div class="version">
-                0.4.0rc0
+                0.4.0
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../../search.html" method="get">
@@ -45,10 +46,11 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../main/selections.html">Table Selections and Highlights</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../main/sort_filter.html">Sort/Filter Table Data</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../main/columnwise_settings.html">Column-wise Settings</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../main/table_advanced.html">Working with Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../main/table_fields.html">Field Attributes of Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../main/table_view_mode.html">View Tables in Different Modes</a></li>
 </ul>
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="../../../main/dock_widget.html">Custom Dock widget</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../main/integrate_custom_widgets.html">Integrate Custom Widgets</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../main/non_mainwindow.html">Use Non-main Window Table Viewers</a></li>
 </ul>
 <ul>
@@ -83,8 +85,11 @@
 
   <h1>Source code for tabulous.widgets._mainwindow</h1><div class="highlight"><pre>
 <span></span><span class="kn">from</span> <span class="nn">__future__</span> <span class="kn">import</span> <span class="n">annotations</span>
+
+<span class="kn">from</span> <span class="nn">abc</span> <span class="kn">import</span> <span class="n">ABC</span><span class="p">,</span> <span class="n">abstractproperty</span>
 <span class="kn">from</span> <span class="nn">pathlib</span> <span class="kn">import</span> <span class="n">Path</span>
 <span class="kn">from</span> <span class="nn">types</span> <span class="kn">import</span> <span class="n">MappingProxyType</span>
+<span class="kn">import</span> <span class="nn">warnings</span>
 <span class="kn">import</span> <span class="nn">weakref</span>
 <span class="kn">from</span> <span class="nn">enum</span> <span class="kn">import</span> <span class="n">Enum</span>
 <span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">TYPE_CHECKING</span><span class="p">,</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Callable</span><span class="p">,</span> <span class="n">Union</span>
@@ -93,11 +98,13 @@ <h1>Source code for tabulous.widgets._mainwindow</h1><div class="highlight"><pre
 <span class="kn">from</span> <span class="nn">._table</span> <span class="kn">import</span> <span class="n">Table</span><span class="p">,</span> <span class="n">SpreadSheet</span><span class="p">,</span> <span class="n">GroupBy</span><span class="p">,</span> <span class="n">TableDisplay</span>
 <span class="kn">from</span> <span class="nn">._tablelist</span> <span class="kn">import</span> <span class="n">TableList</span>
 <span class="kn">from</span> <span class="nn">._sample</span> <span class="kn">import</span> <span class="n">open_sample</span>
-<span class="kn">from</span> <span class="nn">._component</span> <span class="kn">import</span> <span class="n">Component</span>
+<span class="kn">from</span> <span class="nn">._component</span> <span class="kn">import</span> <span class="n">ViewerComponent</span>
 <span class="kn">from</span> <span class="nn">.</span> <span class="kn">import</span> <span class="n">_doc</span>
 
+<span class="kn">from</span> <span class="nn">tabulous</span> <span class="kn">import</span> <span class="n">_utils</span><span class="p">,</span> <span class="n">_io</span>
 <span class="kn">from</span> <span class="nn">tabulous.types</span> <span class="kn">import</span> <span class="n">SelectionType</span><span class="p">,</span> <span class="n">TabPosition</span><span class="p">,</span> <span class="n">_TableLike</span><span class="p">,</span> <span class="n">_SingleSelection</span>
-<span class="kn">from</span> <span class="nn">tabulous</span> <span class="kn">import</span> <span class="n">_utils</span>
+<span class="kn">from</span> <span class="nn">tabulous.exceptions</span> <span class="kn">import</span> <span class="n">UnreachableError</span>
+<span class="kn">from</span> <span class="nn">tabulous._keymap</span> <span class="kn">import</span> <span class="n">QtKeyMap</span>
 
 <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
     <span class="kn">from</span> <span class="nn">tabulous.widgets._table</span> <span class="kn">import</span> <span class="n">TableBase</span>
@@ -105,7 +112,6 @@ <h1>Source code for tabulous.widgets._mainwindow</h1><div class="highlight"><pre
     <span class="kn">from</span> <span class="nn">tabulous._qt._dockwidget</span> <span class="kn">import</span> <span class="n">QtDockWidget</span>
     <span class="kn">from</span> <span class="nn">tabulous._qt._mainwindow</span> <span class="kn">import</span> <span class="n">_QtMainWidgetBase</span>
     <span class="kn">from</span> <span class="nn">tabulous._qt._mainwindow._namespace</span> <span class="kn">import</span> <span class="n">Namespace</span>
-    <span class="kn">from</span> <span class="nn">tabulous._qt._keymap</span> <span class="kn">import</span> <span class="n">QtKeyMap</span>
     <span class="kn">from</span> <span class="nn">qtpy.QtWidgets</span> <span class="kn">import</span> <span class="n">QWidget</span>
     <span class="kn">from</span> <span class="nn">magicgui.widgets</span> <span class="kn">import</span> <span class="n">Widget</span>
     <span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
@@ -125,7 +131,7 @@ <h1>Source code for tabulous.widgets._mainwindow</h1><div class="highlight"><pre
     <span class="n">current_index</span> <span class="o">=</span> <span class="n">Signal</span><span class="p">(</span><span class="nb">int</span><span class="p">)</span>
 
 
-<span class="k">class</span> <span class="nc">Toolbar</span><span class="p">(</span><span class="n">Component</span><span class="p">[</span><span class="s2">&quot;TableViewerBase&quot;</span><span class="p">]):</span>
+<span class="k">class</span> <span class="nc">Toolbar</span><span class="p">(</span><span class="n">ViewerComponent</span><span class="p">):</span>
     <span class="sd">&quot;&quot;&quot;The toolbar proxy.&quot;&quot;&quot;</span>
 
     <span class="nd">@property</span>
@@ -138,15 +144,18 @@ <h1>Source code for tabulous.widgets._mainwindow</h1><div class="highlight"><pre
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">parent</span><span class="o">.</span><span class="n">_qwidget</span><span class="o">.</span><span class="n">setToolBarVisible</span><span class="p">(</span><span class="n">val</span><span class="p">)</span>
 
     <span class="nd">@property</span>
-    <span class="k">def</span> <span class="nf">history_manager</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
-        <span class="sd">&quot;&quot;&quot;The file I/O history manager.&quot;&quot;&quot;</span>
-        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">parent</span><span class="o">.</span><span class="n">_qwidget</span><span class="o">.</span><span class="n">_toolbar</span><span class="o">.</span><span class="n">_hist_mgr</span>
+    <span class="k">def</span> <span class="nf">current_index</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">int</span><span class="p">:</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">parent</span><span class="o">.</span><span class="n">_qwidget</span><span class="o">.</span><span class="n">_toolbar</span><span class="o">.</span><span class="n">currentIndex</span><span class="p">()</span>
+
+    <span class="nd">@current_index</span><span class="o">.</span><span class="n">setter</span>
+    <span class="k">def</span> <span class="nf">current_index</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">val</span><span class="p">:</span> <span class="nb">int</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">parent</span><span class="o">.</span><span class="n">_qwidget</span><span class="o">.</span><span class="n">_toolbar</span><span class="o">.</span><span class="n">setCurrentIndex</span><span class="p">(</span><span class="n">val</span><span class="p">)</span>
 
     <span class="k">def</span> <span class="nf">register_action</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">f</span><span class="p">:</span> <span class="n">Callable</span><span class="p">):</span>
         <span class="k">raise</span> <span class="ne">NotImplementedError</span><span class="p">()</span>
 
 
-<span class="k">class</span> <span class="nc">Console</span><span class="p">(</span><span class="n">Component</span><span class="p">[</span><span class="s2">&quot;TableViewerBase&quot;</span><span class="p">]):</span>
+<span class="k">class</span> <span class="nc">Console</span><span class="p">(</span><span class="n">ViewerComponent</span><span class="p">):</span>
     <span class="sd">&quot;&quot;&quot;The QtConsole proxy.&quot;&quot;&quot;</span>
 
     <span class="nd">@property</span>
@@ -176,7 +185,62 @@ <h1>Source code for tabulous.widgets._mainwindow</h1><div class="highlight"><pre
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">parent</span><span class="o">.</span><span class="n">_qwidget</span><span class="o">.</span><span class="n">_console_widget</span><span class="o">.</span><span class="n">update_console</span><span class="p">(</span><span class="n">ns</span><span class="p">)</span>
 
 
-<span class="k">class</span> <span class="nc">TableViewerBase</span><span class="p">:</span>
+<span class="k">class</span> <span class="nc">_AbstractViewer</span><span class="p">(</span><span class="n">ABC</span><span class="p">):</span>
+    <span class="nd">@abstractproperty</span>
+    <span class="k">def</span> <span class="nf">current_table</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">TableBase</span> <span class="o">|</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="sd">&quot;&quot;&quot;Return the currently visible table.&quot;&quot;&quot;</span>
+
+    <span class="nd">@abstractproperty</span>
+    <span class="k">def</span> <span class="nf">current_index</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">int</span> <span class="o">|</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="sd">&quot;&quot;&quot;Return the index of currently visible table.&quot;&quot;&quot;</span>
+
+    <span class="nd">@abstractproperty</span>
+    <span class="k">def</span> <span class="nf">cell_namespace</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Namespace</span><span class="p">:</span>
+        <span class="sd">&quot;&quot;&quot;Return the namespace of the cell editor.&quot;&quot;&quot;</span>
+
+    <span class="nd">@abstractproperty</span>
+    <span class="k">def</span> <span class="nf">keymap</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">QtKeyMap</span><span class="p">:</span>
+        <span class="sd">&quot;&quot;&quot;Return the keymap object.&quot;&quot;&quot;</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">data</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span> <span class="o">|</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="sd">&quot;&quot;&quot;The data of the current table if exists.&quot;&quot;&quot;</span>
+        <span class="n">table</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">current_table</span>
+        <span class="k">if</span> <span class="n">table</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="k">return</span> <span class="kc">None</span>
+        <span class="k">return</span> <span class="n">table</span><span class="o">.</span><span class="n">data</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">config</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">MappingProxyType</span><span class="p">:</span>
+        <span class="sd">&quot;&quot;&quot;Return the config info.&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_config</span><span class="p">()</span><span class="o">.</span><span class="n">as_immutable</span><span class="p">()</span>
+
+    <span class="k">def</span> <span class="nf">reset_choices</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="n">_</span><span class="p">):</span>
+        <span class="k">pass</span>
+
+    <span class="k">def</span> <span class="nf">copy_data</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">selections</span><span class="p">:</span> <span class="n">SelectionType</span> <span class="o">|</span> <span class="n">_SingleSelection</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+        <span class="o">*</span><span class="p">,</span>
+        <span class="n">headers</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span>
+        <span class="n">sep</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;</span><span class="se">\t</span><span class="s2">&quot;</span><span class="p">,</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="sd">&quot;&quot;&quot;Copy selected cells to clipboard.&quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="n">selections</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">current_table</span><span class="o">.</span><span class="n">selections</span> <span class="o">=</span> <span class="n">selections</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">current_table</span><span class="o">.</span><span class="n">_qwidget</span><span class="o">.</span><span class="n">copyToClipboard</span><span class="p">(</span><span class="n">headers</span><span class="o">=</span><span class="n">headers</span><span class="p">,</span> <span class="n">sep</span><span class="o">=</span><span class="n">sep</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="nf">paste_data</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">selections</span><span class="p">:</span> <span class="n">SelectionType</span> <span class="o">|</span> <span class="n">_SingleSelection</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="sd">&quot;&quot;&quot;Paste from clipboard.&quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="n">selections</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">current_table</span><span class="o">.</span><span class="n">selections</span> <span class="o">=</span> <span class="n">selections</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">current_table</span><span class="o">.</span><span class="n">_qwidget</span><span class="o">.</span><span class="n">pasteFromClipBoard</span><span class="p">()</span>
+
+
+<span class="k">class</span> <span class="nc">TableViewerBase</span><span class="p">(</span><span class="n">_AbstractViewer</span><span class="p">):</span>
     <span class="sd">&quot;&quot;&quot;The base class of a table viewer widget.&quot;&quot;&quot;</span>
 
     <span class="n">events</span><span class="p">:</span> <span class="n">TableViewerSignal</span>
@@ -186,11 +250,14 @@ <h1>Source code for tabulous.widgets._mainwindow</h1><div class="highlight"><pre
     <span class="n">console</span> <span class="o">=</span> <span class="n">Console</span><span class="p">()</span>
 
     <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span>
-        <span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="p">,</span> <span class="n">tab_position</span><span class="p">:</span> <span class="n">TabPosition</span> <span class="o">|</span> <span class="nb">str</span> <span class="o">=</span> <span class="n">TabPosition</span><span class="o">.</span><span class="n">top</span><span class="p">,</span> <span class="n">show</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">True</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="o">*</span><span class="p">,</span>
+        <span class="n">tab_position</span><span class="p">:</span> <span class="n">TabPosition</span> <span class="o">|</span> <span class="nb">str</span> <span class="o">=</span> <span class="n">TabPosition</span><span class="o">.</span><span class="n">top</span><span class="p">,</span>
+        <span class="n">show</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span>
     <span class="p">):</span>
         <span class="kn">from</span> <span class="nn">tabulous._qt</span> <span class="kn">import</span> <span class="n">get_app</span>
 
-        <span class="n">app</span> <span class="o">=</span> <span class="n">get_app</span><span class="p">()</span>
+        <span class="n">app</span> <span class="o">=</span> <span class="n">get_app</span><span class="p">()</span>  <span class="c1"># noqa: F841</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_qwidget</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_qwidget_class</span><span class="p">(</span><span class="n">tab_position</span><span class="o">=</span><span class="n">tab_position</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_qwidget</span><span class="o">.</span><span class="n">_table_viewer</span> <span class="o">=</span> <span class="bp">self</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_tablist</span> <span class="o">=</span> <span class="n">TableList</span><span class="p">(</span><span class="n">parent</span><span class="o">=</span><span class="bp">self</span><span class="p">)</span>
@@ -245,24 +312,16 @@ <h1>Source code for tabulous.widgets._mainwindow</h1><div class="highlight"><pre
         <span class="sd">&quot;&quot;&quot;Return the native widget.&quot;&quot;&quot;</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_qwidget</span>
 
-    <span class="nd">@property</span>
-    <span class="k">def</span> <span class="nf">data</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span> <span class="o">|</span> <span class="kc">None</span><span class="p">:</span>
-        <span class="sd">&quot;&quot;&quot;Data of the current table.&quot;&quot;&quot;</span>
-        <span class="n">table</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">current_table</span>
-        <span class="k">if</span> <span class="n">table</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
-            <span class="k">return</span> <span class="kc">None</span>
-        <span class="k">return</span> <span class="n">table</span><span class="o">.</span><span class="n">data</span>
-
-    <span class="nd">@property</span>
-    <span class="k">def</span> <span class="nf">config</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">MappingProxyType</span><span class="p">:</span>
-        <span class="sd">&quot;&quot;&quot;Return the config info.&quot;&quot;&quot;</span>
-        <span class="k">return</span> <span class="n">_utils</span><span class="o">.</span><span class="n">get_config</span><span class="p">()</span><span class="o">.</span><span class="n">as_immutable</span><span class="p">()</span>
-
     <span class="nd">@property</span>
     <span class="k">def</span> <span class="nf">cell_namespace</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Namespace</span><span class="p">:</span>
         <span class="sd">&quot;&quot;&quot;Return the namespace of the cell editor.&quot;&quot;&quot;</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_qwidget</span><span class="o">.</span><span class="n">_namespace</span>
 
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">history_manager</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;The file I/O history manager.&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_qwidget</span><span class="o">.</span><span class="n">_hist_mgr</span>
+
     <span class="k">def</span> <span class="nf">show</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="p">,</span> <span class="n">run</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">True</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
         <span class="sd">&quot;&quot;&quot;Show the widget.&quot;&quot;&quot;</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_qwidget</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
@@ -276,6 +335,14 @@ <h1>Source code for tabulous.widgets._mainwindow</h1><div class="highlight"><pre
         <span class="sd">&quot;&quot;&quot;Get screenshot of the widget.&quot;&quot;&quot;</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_qwidget</span><span class="o">.</span><span class="n">screenshot</span><span class="p">()</span>
 
+    <span class="k">def</span> <span class="nf">save_screenshot</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">path</span><span class="p">:</span> <span class="nb">str</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Save screenshot of the widget.&quot;&quot;&quot;</span>
+        <span class="kn">from</span> <span class="nn">PIL</span> <span class="kn">import</span> <span class="n">Image</span>
+
+        <span class="n">arr</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">screenshot</span><span class="p">()</span>
+        <span class="n">Image</span><span class="o">.</span><span class="n">fromarray</span><span class="p">(</span><span class="n">arr</span><span class="p">)</span><span class="o">.</span><span class="n">save</span><span class="p">(</span><span class="n">path</span><span class="p">)</span>
+        <span class="k">return</span> <span class="kc">None</span>
+
     <span class="nd">@_doc</span><span class="o">.</span><span class="n">update_doc</span>
     <span class="k">def</span> <span class="nf">add_table</span><span class="p">(</span>
         <span class="bp">self</span><span class="p">,</span>
@@ -415,52 +482,78 @@ <h1>Source code for tabulous.widgets._mainwindow</h1><div class="highlight"><pre
 <span class="sd">            File path.</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="n">path</span> <span class="o">=</span> <span class="n">Path</span><span class="p">(</span><span class="n">path</span><span class="p">)</span>
-        <span class="n">suf</span> <span class="o">=</span> <span class="n">path</span><span class="o">.</span><span class="n">suffix</span>
         <span class="nb">type</span> <span class="o">=</span> <span class="n">TableType</span><span class="p">(</span><span class="nb">type</span><span class="p">)</span>
-        <span class="k">if</span> <span class="nb">type</span> <span class="o">==</span> <span class="n">TableType</span><span class="o">.</span><span class="n">table</span><span class="p">:</span>
+        <span class="k">if</span> <span class="nb">type</span> <span class="ow">is</span> <span class="n">TableType</span><span class="o">.</span><span class="n">table</span><span class="p">:</span>
             <span class="n">fopen</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">add_table</span>
-        <span class="k">elif</span> <span class="nb">type</span> <span class="o">==</span> <span class="n">TableType</span><span class="o">.</span><span class="n">spreadsheet</span><span class="p">:</span>
+        <span class="k">elif</span> <span class="nb">type</span> <span class="ow">is</span> <span class="n">TableType</span><span class="o">.</span><span class="n">spreadsheet</span><span class="p">:</span>
             <span class="n">fopen</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">add_spreadsheet</span>
         <span class="k">else</span><span class="p">:</span>
-            <span class="k">raise</span> <span class="ne">RuntimeError</span>
+            <span class="k">raise</span> <span class="n">UnreachableError</span><span class="p">(</span><span class="nb">type</span><span class="p">)</span>
 
-        <span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
-
-        <span class="k">if</span> <span class="n">suf</span> <span class="ow">in</span> <span class="p">(</span><span class="s2">&quot;.csv&quot;</span><span class="p">,</span> <span class="s2">&quot;.txt&quot;</span><span class="p">,</span> <span class="s2">&quot;.dat&quot;</span><span class="p">):</span>
-            <span class="n">df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="n">path</span><span class="p">,</span> <span class="n">index_col</span><span class="o">=</span><span class="n">_get_index_col</span><span class="p">(</span><span class="n">path</span><span class="p">))</span>
-            <span class="n">fopen</span><span class="p">(</span><span class="n">df</span><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="n">path</span><span class="o">.</span><span class="n">stem</span><span class="p">)</span>
-        <span class="k">elif</span> <span class="n">suf</span> <span class="ow">in</span> <span class="p">(</span><span class="s2">&quot;.xlsx&quot;</span><span class="p">,</span> <span class="s2">&quot;.xls&quot;</span><span class="p">,</span> <span class="s2">&quot;.xlsb&quot;</span><span class="p">,</span> <span class="s2">&quot;.xlsm&quot;</span><span class="p">,</span> <span class="s2">&quot;.xltm&quot;</span><span class="p">,</span> <span class="s2">&quot;xltx&quot;</span><span class="p">,</span> <span class="s2">&quot;.xml&quot;</span><span class="p">):</span>
-            <span class="n">df_dict</span><span class="p">:</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">]</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_excel</span><span class="p">(</span><span class="n">path</span><span class="p">,</span> <span class="n">sheet_name</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span>
-            <span class="k">for</span> <span class="n">sheet_name</span><span class="p">,</span> <span class="n">df</span> <span class="ow">in</span> <span class="n">df_dict</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
+        <span class="n">out</span> <span class="o">=</span> <span class="n">_io</span><span class="o">.</span><span class="n">open_file</span><span class="p">(</span><span class="n">path</span><span class="p">)</span>
+        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">out</span><span class="p">,</span> <span class="nb">dict</span><span class="p">):</span>
+            <span class="k">for</span> <span class="n">sheet_name</span><span class="p">,</span> <span class="n">df</span> <span class="ow">in</span> <span class="n">out</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
                 <span class="n">fopen</span><span class="p">(</span><span class="n">df</span><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="n">sheet_name</span><span class="p">)</span>
-        <span class="k">elif</span> <span class="n">suf</span> <span class="ow">in</span> <span class="p">(</span><span class="s2">&quot;.parquet&quot;</span><span class="p">,</span> <span class="s2">&quot;.pq&quot;</span><span class="p">):</span>
-            <span class="n">df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_parquet</span><span class="p">(</span><span class="n">path</span><span class="p">)</span>
-            <span class="n">fopen</span><span class="p">(</span><span class="n">df</span><span class="p">)</span>
         <span class="k">else</span><span class="p">:</span>
-            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Extension </span><span class="si">{</span><span class="n">suf</span><span class="si">!r}</span><span class="s2"> not supported.&quot;</span><span class="p">)</span>
+            <span class="n">fopen</span><span class="p">(</span><span class="n">out</span><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="n">path</span><span class="o">.</span><span class="n">stem</span><span class="p">)</span>
+
         <span class="n">_utils</span><span class="o">.</span><span class="n">dump_file_open_path</span><span class="p">(</span><span class="n">path</span><span class="p">)</span>
         <span class="k">return</span> <span class="kc">None</span>
 
     <span class="k">def</span> <span class="nf">save</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">path</span><span class="p">:</span> <span class="n">PathLike</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
         <span class="sd">&quot;&quot;&quot;Save current table.&quot;&quot;&quot;</span>
+        <span class="n">warnings</span><span class="o">.</span><span class="n">warn</span><span class="p">(</span>
+            <span class="s2">&quot;viewer.save() is deprecated. Use table.save() instead.&quot;</span><span class="p">,</span>
+            <span class="ne">DeprecationWarning</span><span class="p">,</span>
+        <span class="p">)</span>
+        <span class="n">_io</span><span class="o">.</span><span class="n">save_file</span><span class="p">(</span><span class="n">path</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">current_table</span><span class="o">.</span><span class="n">data</span><span class="p">)</span>
+        <span class="k">return</span> <span class="kc">None</span>
+
+    <span class="k">def</span> <span class="nf">save_all</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">path</span><span class="p">:</span> <span class="n">PathLike</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="sd">&quot;&quot;&quot;Save all tables.&quot;&quot;&quot;</span>
         <span class="n">path</span> <span class="o">=</span> <span class="n">Path</span><span class="p">(</span><span class="n">path</span><span class="p">)</span>
-        <span class="n">suf</span> <span class="o">=</span> <span class="n">path</span><span class="o">.</span><span class="n">suffix</span>
-        <span class="n">df</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">current_table</span><span class="o">.</span><span class="n">data</span>
-        <span class="k">if</span> <span class="n">suf</span> <span class="ow">in</span> <span class="p">(</span><span class="s2">&quot;.csv&quot;</span><span class="p">,</span> <span class="s2">&quot;.txt&quot;</span><span class="p">,</span> <span class="s2">&quot;.dat&quot;</span><span class="p">):</span>
-            <span class="n">df</span><span class="o">.</span><span class="n">to_csv</span><span class="p">(</span><span class="n">path</span><span class="p">)</span>
-        <span class="k">elif</span> <span class="n">suf</span> <span class="ow">in</span> <span class="p">(</span><span class="s2">&quot;.xlsx&quot;</span><span class="p">,</span> <span class="s2">&quot;.xls&quot;</span><span class="p">,</span> <span class="s2">&quot;xml&quot;</span><span class="p">):</span>
-            <span class="n">df</span><span class="o">.</span><span class="n">to_excel</span><span class="p">(</span><span class="n">path</span><span class="p">)</span>
-        <span class="k">elif</span> <span class="n">suf</span> <span class="ow">in</span> <span class="p">(</span><span class="s2">&quot;.html&quot;</span><span class="p">,):</span>
-            <span class="n">df</span><span class="o">.</span><span class="n">to_html</span><span class="p">(</span><span class="n">path</span><span class="p">)</span>
-        <span class="k">elif</span> <span class="n">suf</span> <span class="ow">in</span> <span class="p">(</span><span class="s2">&quot;.parquet&quot;</span><span class="p">,</span> <span class="s2">&quot;.pq&quot;</span><span class="p">):</span>
-            <span class="n">df</span><span class="o">.</span><span class="n">to_parquet</span><span class="p">(</span><span class="n">path</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">path</span><span class="o">.</span><span class="n">is_dir</span><span class="p">():</span>
+            <span class="n">paths</span> <span class="o">=</span> <span class="p">[</span><span class="n">path</span> <span class="o">/</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">table</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2">.csv&quot;</span> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="p">]</span>
+        <span class="k">elif</span> <span class="n">path</span><span class="o">.</span><span class="n">name</span><span class="o">.</span><span class="n">count</span><span class="p">(</span><span class="s2">&quot;*&quot;</span><span class="p">)</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
+            <span class="n">paths</span> <span class="o">=</span> <span class="p">[</span><span class="n">path</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">&quot;*&quot;</span><span class="p">,</span> <span class="n">table</span><span class="o">.</span><span class="n">name</span><span class="p">)</span> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="p">]</span>
+        <span class="k">elif</span> <span class="n">path</span><span class="o">.</span><span class="n">suffix</span> <span class="ow">in</span> <span class="p">(</span><span class="s2">&quot;.xlsx&quot;</span><span class="p">,</span> <span class="s2">&quot;.xls&quot;</span><span class="p">):</span>
+            <span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
+            <span class="kn">from</span> <span class="nn">tabulous._pd_index</span> <span class="kn">import</span> <span class="n">is_ranged</span>
+
+            <span class="k">with</span> <span class="n">pd</span><span class="o">.</span><span class="n">ExcelWriter</span><span class="p">(</span><span class="n">path</span><span class="p">,</span> <span class="n">mode</span><span class="o">=</span><span class="s2">&quot;w&quot;</span><span class="p">)</span> <span class="k">as</span> <span class="n">writer</span><span class="p">:</span>
+                <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="p">:</span>
+                    <span class="n">df</span> <span class="o">=</span> <span class="n">table</span><span class="o">.</span><span class="n">data</span>
+                    <span class="n">df</span><span class="o">.</span><span class="n">to_excel</span><span class="p">(</span>
+                        <span class="n">writer</span><span class="p">,</span>
+                        <span class="n">sheet_name</span><span class="o">=</span><span class="n">table</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+                        <span class="n">index</span><span class="o">=</span><span class="ow">not</span> <span class="n">is_ranged</span><span class="p">(</span><span class="n">df</span><span class="o">.</span><span class="n">index</span><span class="p">),</span>
+                        <span class="n">header</span><span class="o">=</span><span class="ow">not</span> <span class="n">is_ranged</span><span class="p">(</span><span class="n">df</span><span class="o">.</span><span class="n">columns</span><span class="p">),</span>
+                    <span class="p">)</span>
+            <span class="k">return</span> <span class="kc">None</span>
         <span class="k">else</span><span class="p">:</span>
-            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Extension </span><span class="si">{</span><span class="n">suf</span><span class="si">}</span><span class="s2"> not supported.&quot;</span><span class="p">)</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Invalid path.&quot;</span><span class="p">)</span>
 
-    <span class="k">def</span> <span class="nf">open_sample</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">sample_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">plugin</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;seaborn&quot;</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Table</span><span class="p">:</span>
+        <span class="k">for</span> <span class="n">table</span><span class="p">,</span> <span class="n">fp</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="p">,</span> <span class="n">paths</span><span class="p">):</span>
+            <span class="n">_io</span><span class="o">.</span><span class="n">save_file</span><span class="p">(</span><span class="n">fp</span><span class="p">,</span> <span class="n">table</span><span class="o">.</span><span class="n">data</span><span class="p">)</span>
+        <span class="k">return</span> <span class="kc">None</span>
+
+    <span class="k">def</span> <span class="nf">open_sample</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">sample_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+        <span class="o">*</span><span class="p">,</span>
+        <span class="n">plugin</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;seaborn&quot;</span><span class="p">,</span>
+        <span class="nb">type</span><span class="p">:</span> <span class="n">TableType</span> <span class="o">|</span> <span class="nb">str</span> <span class="o">=</span> <span class="n">TableType</span><span class="o">.</span><span class="n">table</span><span class="p">,</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Table</span><span class="p">:</span>
         <span class="sd">&quot;&quot;&quot;Open a sample table.&quot;&quot;&quot;</span>
         <span class="n">df</span> <span class="o">=</span> <span class="n">open_sample</span><span class="p">(</span><span class="n">sample_name</span><span class="p">,</span> <span class="n">plugin</span><span class="p">)</span>
-        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">add_table</span><span class="p">(</span><span class="n">df</span><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="n">sample_name</span><span class="p">)</span>
+        <span class="nb">type</span> <span class="o">=</span> <span class="n">TableType</span><span class="p">(</span><span class="nb">type</span><span class="p">)</span>
+        <span class="k">if</span> <span class="nb">type</span> <span class="ow">is</span> <span class="n">TableType</span><span class="o">.</span><span class="n">table</span><span class="p">:</span>
+            <span class="n">fopen</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">add_table</span>
+        <span class="k">elif</span> <span class="nb">type</span> <span class="ow">is</span> <span class="n">TableType</span><span class="o">.</span><span class="n">spreadsheet</span><span class="p">:</span>
+            <span class="n">fopen</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">add_spreadsheet</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="n">UnreachableError</span><span class="p">(</span><span class="nb">type</span><span class="p">)</span>
+        <span class="k">return</span> <span class="n">fopen</span><span class="p">(</span><span class="n">df</span><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="n">sample_name</span><span class="p">)</span>
 
     <span class="k">def</span> <span class="nf">copy_data</span><span class="p">(</span>
         <span class="bp">self</span><span class="p">,</span>
@@ -487,6 +580,10 @@ <h1>Source code for tabulous.widgets._mainwindow</h1><div class="highlight"><pre
         <span class="sd">&quot;&quot;&quot;Close the viewer.&quot;&quot;&quot;</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_qwidget</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
 
+    <span class="k">def</span> <span class="nf">resize</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">width</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">height</span><span class="p">:</span> <span class="nb">int</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Resize the table viewer.&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_qwidget</span><span class="o">.</span><span class="n">resize</span><span class="p">(</span><span class="n">width</span><span class="p">,</span> <span class="n">height</span><span class="p">)</span>
+
     <span class="k">def</span> <span class="nf">_link_events</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="n">_tablist</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_tablist</span>
         <span class="n">_qtablist</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_qwidget</span><span class="o">.</span><span class="n">_tablestack</span>
@@ -553,7 +650,7 @@ <h1>Source code for tabulous.widgets._mainwindow</h1><div class="highlight"><pre
 
     <span class="nd">@property</span>
     <span class="k">def</span> <span class="nf">_qwidget_class</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">QMainWidget</span><span class="p">:</span>
-        <span class="kn">from</span> <span class="nn">.._qt</span> <span class="kn">import</span> <span class="n">QMainWidget</span>
+        <span class="kn">from</span> <span class="nn">tabulous._qt</span> <span class="kn">import</span> <span class="n">QMainWidget</span>
 
         <span class="k">return</span> <span class="n">QMainWidget</span>
 
@@ -565,7 +662,17 @@ <h1>Source code for tabulous.widgets._mainwindow</h1><div class="highlight"><pre
     <span class="p">):</span>
         <span class="n">backend_widget</span><span class="p">,</span> <span class="n">name</span> <span class="o">=</span> <span class="n">_normalize_widget</span><span class="p">(</span><span class="n">widget</span><span class="p">,</span> <span class="n">name</span><span class="p">)</span>
         <span class="n">backend_widget</span><span class="o">.</span><span class="n">setParent</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_qwidget</span><span class="p">,</span> <span class="n">backend_widget</span><span class="o">.</span><span class="n">windowFlags</span><span class="p">())</span>
-        <span class="k">return</span> <span class="n">backend_widget</span></div></div>
+        <span class="k">return</span> <span class="n">backend_widget</span></div>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">status</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
+        <span class="sd">&quot;&quot;&quot;Return the statup tip&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_qwidget</span><span class="o">.</span><span class="n">statusTip</span><span class="p">()</span>
+
+    <span class="nd">@status</span><span class="o">.</span><span class="n">setter</span>
+    <span class="k">def</span> <span class="nf">status</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">tip</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="sd">&quot;&quot;&quot;Set the status tip&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_qwidget</span><span class="o">.</span><span class="n">setStatusTip</span><span class="p">(</span><span class="n">tip</span><span class="p">)</span></div>
 
 
 <div class="viewcode-block" id="TableViewer"><a class="viewcode-back" href="../../../apidoc/tabulous.html#tabulous.TableViewer">[docs]</a><span class="k">class</span> <span class="nc">TableViewer</span><span class="p">(</span><span class="n">TableViewerBase</span><span class="p">):</span>
@@ -588,6 +695,7 @@ <h1>Source code for tabulous.widgets._mainwindow</h1><div class="highlight"><pre
         <span class="n">show</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span>
     <span class="p">):</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_dock_widgets</span> <span class="o">=</span> <span class="n">weakref</span><span class="o">.</span><span class="n">WeakValueDictionary</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_status</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span>
         <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span>
             <span class="n">tab_position</span><span class="o">=</span><span class="n">tab_position</span><span class="p">,</span>
             <span class="n">show</span><span class="o">=</span><span class="n">show</span><span class="p">,</span>
@@ -596,12 +704,14 @@ <h1>Source code for tabulous.widgets._mainwindow</h1><div class="highlight"><pre
     <span class="nd">@property</span>
     <span class="k">def</span> <span class="nf">status</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
         <span class="sd">&quot;&quot;&quot;Return the statup tip&quot;&quot;&quot;</span>
-        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_qwidget</span><span class="o">.</span><span class="n">statusTip</span><span class="p">()</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_status</span>
 
     <span class="nd">@status</span><span class="o">.</span><span class="n">setter</span>
     <span class="k">def</span> <span class="nf">status</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">tip</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
         <span class="sd">&quot;&quot;&quot;Set the status tip&quot;&quot;&quot;</span>
-        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_qwidget</span><span class="o">.</span><span class="n">setStatusTip</span><span class="p">(</span><span class="n">tip</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_status</span> <span class="o">=</span> <span class="n">tip</span>
+        <span class="n">statusbar</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_qwidget</span><span class="o">.</span><span class="n">statusBar</span><span class="p">()</span>
+        <span class="k">return</span> <span class="n">statusbar</span><span class="o">.</span><span class="n">showMessage</span><span class="p">(</span><span class="n">tip</span><span class="p">)</span>
 
 <div class="viewcode-block" id="TableViewer.add_dock_widget"><a class="viewcode-back" href="../../../apidoc/tabulous.html#tabulous.TableViewer.add_dock_widget">[docs]</a>    <span class="k">def</span> <span class="nf">add_dock_widget</span><span class="p">(</span>
         <span class="bp">self</span><span class="p">,</span>
@@ -618,6 +728,7 @@ <h1>Source code for tabulous.widgets._mainwindow</h1><div class="highlight"><pre
         <span class="p">)</span>
         <span class="n">dock</span><span class="o">.</span><span class="n">setSourceObject</span><span class="p">(</span><span class="n">widget</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_dock_widgets</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">dock</span>
+        <span class="n">dock</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
         <span class="k">return</span> <span class="n">dock</span></div>
 
 <div class="viewcode-block" id="TableViewer.remove_dock_widget"><a class="viewcode-back" href="../../../apidoc/tabulous.html#tabulous.TableViewer.remove_dock_widget">[docs]</a>    <span class="k">def</span> <span class="nf">remove_dock_widget</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name_or_widget</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="n">Widget</span> <span class="o">|</span> <span class="n">QWidget</span><span class="p">):</span>
@@ -645,6 +756,47 @@ <h1>Source code for tabulous.widgets._mainwindow</h1><div class="highlight"><pre
                 <span class="n">widget</span><span class="o">.</span><span class="n">reset_choices</span><span class="p">()</span></div></div>
 
 
+<span class="k">class</span> <span class="nc">DummyViewer</span><span class="p">(</span><span class="n">_AbstractViewer</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">    The dummy object that emulates the table viewer.</span>
+
+<span class="sd">    This is used when a table is used without a viewer, while make many commands</span>
+<span class="sd">    still available from the table.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="n">_namespace</span><span class="p">:</span> <span class="n">Namespace</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">_keymap</span><span class="p">:</span> <span class="n">QtKeyMap</span> <span class="o">=</span> <span class="n">QtKeyMap</span><span class="p">()</span>
+
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">table</span><span class="p">:</span> <span class="n">TableBase</span><span class="p">):</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_table</span> <span class="o">=</span> <span class="n">table</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">current_table</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">TableBase</span><span class="p">:</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_table</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">current_index</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">int</span><span class="p">:</span>
+        <span class="k">return</span> <span class="mi">0</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">cell_namespace</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Namespace</span><span class="p">:</span>
+        <span class="sd">&quot;&quot;&quot;Return the namespace of the cell editor.&quot;&quot;&quot;</span>
+        <span class="bp">cls</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="vm">__class__</span>
+        <span class="k">if</span> <span class="bp">cls</span><span class="o">.</span><span class="n">_namespace</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="kn">from</span> <span class="nn">tabulous._qt._mainwindow._namespace</span> <span class="kn">import</span> <span class="n">Namespace</span>
+            <span class="kn">from</span> <span class="nn">tabulous._utils</span> <span class="kn">import</span> <span class="n">load_cell_namespace</span>
+
+            <span class="bp">cls</span><span class="o">.</span><span class="n">_namespace</span> <span class="o">=</span> <span class="n">Namespace</span><span class="p">()</span>
+
+            <span class="c1"># update with user namespace</span>
+            <span class="bp">cls</span><span class="o">.</span><span class="n">_namespace</span><span class="o">.</span><span class="n">update_safely</span><span class="p">(</span><span class="n">load_cell_namespace</span><span class="p">())</span>
+        <span class="k">return</span> <span class="bp">cls</span><span class="o">.</span><span class="n">_namespace</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">keymap</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">QtKeyMap</span><span class="p">:</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_keymap</span>
+
+
 <span class="k">def</span> <span class="nf">_normalize_widget</span><span class="p">(</span><span class="n">widget</span><span class="p">:</span> <span class="n">Widget</span> <span class="o">|</span> <span class="n">QWidget</span><span class="p">,</span> <span class="n">name</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">tuple</span><span class="p">[</span><span class="n">QWidget</span><span class="p">,</span> <span class="nb">str</span><span class="p">]:</span>
     <span class="k">if</span> <span class="nb">hasattr</span><span class="p">(</span><span class="n">widget</span><span class="p">,</span> <span class="s2">&quot;native&quot;</span><span class="p">):</span>
         <span class="n">backend_widget</span> <span class="o">=</span> <span class="n">widget</span><span class="o">.</span><span class="n">native</span>
@@ -661,7 +813,10 @@ <h1>Source code for tabulous.widgets._mainwindow</h1><div class="highlight"><pre
 <span class="k">def</span> <span class="nf">_copy_dataframe</span><span class="p">(</span><span class="n">data</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">:</span>
     <span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
 
-    <span class="k">return</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+    <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">):</span>
+        <span class="k">return</span> <span class="n">data</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
+    <span class="k">else</span><span class="p">:</span>
+        <span class="k">return</span> <span class="n">Table</span><span class="o">.</span><span class="n">_normalize_data</span><span class="p">(</span><span class="n">data</span><span class="p">)</span>
 
 
 <span class="k">def</span> <span class="nf">_find_parent_table</span><span class="p">(</span><span class="n">qwidget</span><span class="p">:</span> <span class="n">_QtMainWidgetBase</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">TableViewerBase</span><span class="p">:</span>
@@ -671,14 +826,6 @@ <h1>Source code for tabulous.widgets._mainwindow</h1><div class="highlight"><pre
         <span class="k">if</span> <span class="nb">hasattr</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="s2">&quot;_table_viewer&quot;</span><span class="p">):</span>
             <span class="k">return</span> <span class="n">x</span><span class="o">.</span><span class="n">_table_viewer</span>
     <span class="k">raise</span> <span class="ne">RuntimeError</span>
-
-
-<span class="k">def</span> <span class="nf">_get_index_col</span><span class="p">(</span><span class="n">path</span><span class="p">,</span> <span class="n">sep</span><span class="o">=</span><span class="s2">&quot;,&quot;</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">int</span> <span class="o">|</span> <span class="kc">None</span><span class="p">:</span>
-    <span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="n">path</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
-        <span class="n">first_char</span> <span class="o">=</span> <span class="n">f</span><span class="o">.</span><span class="n">read</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span>
-    <span class="k">if</span> <span class="n">first_char</span> <span class="o">==</span> <span class="n">sep</span><span class="p">:</span>
-        <span class="k">return</span> <span class="mi">0</span>
-    <span class="k">return</span> <span class="kc">None</span>
 </pre></div>
 
            </div>
diff --git a/docs/_sources/apidoc/tabulous.commands.rst.txt b/docs/_sources/apidoc/tabulous.commands.rst.txt
index 613101fc..150e779b 100644
--- a/docs/_sources/apidoc/tabulous.commands.rst.txt
+++ b/docs/_sources/apidoc/tabulous.commands.rst.txt
@@ -12,6 +12,14 @@ tabulous.commands.analysis module
    :undoc-members:
    :show-inheritance:
 
+tabulous.commands.column module
+-------------------------------
+
+.. automodule:: tabulous.commands.column
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 tabulous.commands.file module
 -----------------------------
 
diff --git a/docs/_sources/apidoc/tabulous.widgets.rst.txt b/docs/_sources/apidoc/tabulous.widgets.rst.txt
index 336fbb90..6b1336ec 100644
--- a/docs/_sources/apidoc/tabulous.widgets.rst.txt
+++ b/docs/_sources/apidoc/tabulous.widgets.rst.txt
@@ -1,17 +1,6 @@
 tabulous.widgets package
 ========================
 
-Submodules
-----------
-
-tabulous.widgets.filtering module
----------------------------------
-
-.. automodule:: tabulous.widgets.filtering
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
 Module contents
 ---------------
 
diff --git a/docs/_sources/font.rst.txt b/docs/_sources/font.rst.txt
new file mode 100644
index 00000000..ae07863d
--- /dev/null
+++ b/docs/_sources/font.rst.txt
@@ -0,0 +1,17 @@
+.. role:: black
+.. role:: gray
+.. role:: white
+.. role:: red
+.. role:: magenta
+.. role:: pink
+.. role:: orange
+.. role:: yellow
+.. role:: lime
+.. role:: green
+.. role:: teal
+.. role:: cyan
+.. role:: aqua
+.. role:: blue
+.. role:: purple
+.. role:: kbd
+.. role:: menu
diff --git a/docs/_sources/index.rst.txt b/docs/_sources/index.rst.txt
index 571391ee..10d0e438 100644
--- a/docs/_sources/index.rst.txt
+++ b/docs/_sources/index.rst.txt
@@ -20,21 +20,21 @@ Tables
 ------
 
 .. toctree::
-   :maxdepth: 2
+   :maxdepth: 1
 
    ./main/selections
    ./main/sort_filter
    ./main/columnwise_settings
-   ./main/table_advanced
-
+   ./main/table_fields
+   ./main/table_view_mode
 
 Cooperate with Other Widgets
 ----------------------------
 
 .. toctree::
-   :maxdepth: 2
+   :maxdepth: 1
 
-   ./main/dock_widget
+   ./main/integrate_custom_widgets
    ./main/non_mainwindow
 
 
diff --git a/docs/_sources/main/columnwise_settings.rst.txt b/docs/_sources/main/columnwise_settings.rst.txt
index b75e0eea..93dd818d 100644
--- a/docs/_sources/main/columnwise_settings.rst.txt
+++ b/docs/_sources/main/columnwise_settings.rst.txt
@@ -2,6 +2,8 @@
 Column-wise Settings
 ====================
 
+.. include:: ../font.rst
+
 Tables are composed of several columns with different data types. There are some settings
 that can be applied to each column individually, for better visualizing the data and safely
 editing the data.
@@ -10,23 +12,32 @@ editing the data.
     :local:
     :depth: 2
 
+Each column-specific setting is stored as a ``dict`` like field.
+
 Colormap
 ========
 
+A "colormap" is a function that maps a value to a color. All the colormaps are stored in
+:attr:`text_color` / :attr:`background_color` fields.
+
 Use Colormap Functions
 ----------------------
 
-The foreground color (text color) and the background color can be set for each column.
-You have to provide a colormap (function that maps values to colors) to do this. A colormap
-must return a RGBA array (0-255) or a standard color name.
+The text color and the background color can be set for each column.
+You can provide a custom colormap function to do this by :meth:`set` method of fields.
+A colormap function must return a RGBA array (0-255) or a standard color name.
 
 .. code-block:: python
 
     viewer = TableViewer()
-    viewer.open_sample("iris")
+    table = viewer.open_sample("iris")
+
+    lmin = table.data["sepal_length"].min()
+    lmax = table.data["sepal_length"].max()
+    lrange = lmax - lmin
 
     # set a continuous colormap to the "sepal_length" column
-    @table.foreground_colormap("sepal_length")
+    @table.text_color.set("sepal_length")
     def _(x: float):
         red = np.array([255, 0, 0, 255], dtype=np.uint8)
         blue = np.array([0, 0, 255, 255], dtype=np.uint8)
@@ -35,12 +46,20 @@ must return a RGBA array (0-255) or a standard color name.
 .. code-block:: python
 
     # set a discrete colormap to the "sepal_width" column
-    @table.background_colormap("sepal_width")
+    @table.background_color.set("sepal_width")
     def _(x: float):
         return "green" if x < 3.2 else "violet"
 
 .. image:: ../fig/colormap.png
 
+Since the fields are ``dict`` like, you can refer to existing colormaps or set new ones.
+
+.. code-block:: python
+
+    print(table.text_color["sepal_length"])  # get the colormap function
+    table.text_color["sepal_length"] = new_cmap  # set a new colormap
+    del table.text_color["sepal_length"]  # reset the existing colormap
+
 Use Dictionaries
 ----------------
 
@@ -53,13 +72,100 @@ For categorical data, you can also use dictionaries to set the colors.
         "versicolor": "green",
         "virginica": "blue",
     }
-    table.foreground_colormap("species", cmap)  # set cmap
+    # set discrete colormap
+    table.text_color.set("species", cmap)
+    # or like this
+    table.text_color["species"] = cmap
+
+Use :mod:`matplotlib` Colormaps
+-------------------------------
+
+The colormap names defined in :mod:`matplotlib` are available. Limits of the contrast
+will be defined by the mininum/maximum values of the column.
+
+.. code-block:: python
+
+    table.text_color["sepal_length"] = "inferno"
+
+.. note::
+
+    Since colormaps are defined continuously, data type of the column must be numbers,
+    datetime or timedelta.
+
+Interpolate Colors to Define Colormaps
+--------------------------------------
+
+In many cases, you'll want to define your own colormap by supplying colors that
+represent the minimum/maximum values, or several colors with their corresponding
+values.
+
+The ``interp_from`` argument is useful for this purpose. A linearly segmented
+colormap will be defined .
+
+.. code-block:: python
+
+    viewer = TableViewer()
+    table = viewer.add_table({"value": [-3, -2, -1, 0, 1, 2, 3]})
+
+    # use value -> color mapping
+    table.text_color.set("value", interp_from={-3: "blue", 0: "gray", 3: "red"})
+
+    # or a list of (value, color)
+    table.text_color.set("value", interp_from=[(-3, "blue"), (0, "gray"), (3, "red")])
+
+.. image:: ../fig/colormap_interpolate.png
+
+.. note::
+
+    You can just pass a list of colors to define a equally divided colormap.
+
+    .. code-block:: python
+
+        table.text_color.set("value", interp_from=["blue", "gray", "red"])
+
+    The simplest argument will be two colors, which represent minimum/maximum.
+
+    .. code-block:: python
+
+        table.text_color.set("value", interp_from=["blue", "red"])
 
 Set Colormaps in GUI
 --------------------
 
 Some basic colormaps are available in the right-click context menu of the columns,
-such as ``Color > Set foreground colormap``.
+such as :menu:`Color > Set background colormap`.
+
+Update Colormaps
+----------------
+
+There are several ways to update the existing colormap.
+
+1. Update opacity
+
+    :meth:`set_opacity` method takes a value between 0 and 1 to changes the alpha
+    channel of the output color.
+
+    .. code-block:: python
+
+        table.text_color.set_opacity("A", 0.5)
+
+2. Invert colormap
+
+    :meth:`invert` method invert the returned RGB value of the colormap.
+
+    .. code-block:: python
+
+        table.text_color.invert("A")
+
+3. Adjust brightness of colormap
+
+    :meth:`adjust_brightness` takes a value between -1 and 1 to change the brightness
+    of the current colormap.
+
+    .. code-block:: python
+
+        table.text_color.adjust_brightness("A", 0.5)  # brighter
+        table.text_color.adjust_brightness("A", -0.5)  # darker
 
 Validator
 =========
@@ -71,18 +177,24 @@ Set validator Functions
 -----------------------
 
 A validator function doesn't care about the returned value. It should raise an exception
-if the input value is invalid.
+if the input value is invalid. In following example, negative value is interpreted as
+invalid and the editor becomes red.
 
 .. code-block:: python
 
     viewer = TableViewer()
-    viewer.add_table({"sample": [1, 2, 3], "volume": [0., 0., 0.]}, editable=True)
+    table = viewer.add_table(
+        {"sample": [1, 2, 3], "volume": [0., 0., 0.]},
+        editable=True,
+    )
 
-    @table.validator("volume")
+    @table.validator.set("volume")
     def _(x: float):
         if x < 0:
             raise ValueError("Volume must be positive.")
 
+.. image:: ../fig/validator.png
+
 .. note::
 
     A :class:`Table` object converts the input value to the data type of the column.
@@ -108,18 +220,23 @@ Set formatter function
 ----------------------
 
 As usual in this chapter, you can use functions that convert a value into a string
-as formatter function. The formatted strings are not necessary to satisfy the
-column specific validation including data type conversion.
+as formatter function.
+
+- The formatted strings do not affect the real data.
+- The formatted strings are not necessary to satisfy the column specific validation
+  including data type conversion.
 
 .. code-block:: python
 
     viewer = TableViewer()
-    table = viewer.open_sample("iris")
+    table = viewer.add_table({"length": [2.1, 3.2, 1.8, 6.3]})
 
-    @table.formatter("sepal_length")
+    @table.formatter.set("length")
     def _(x: float):
         return f"{x:.2f} cm"
 
+.. image:: ../fig/formatter.png
+
 Set formatter string
 --------------------
 
@@ -127,7 +244,10 @@ Instead of passing a function, you can also use a ready-to-be-formatted strings.
 
 .. code-block:: python
 
-    table.formatter("sepal_length", "{:.2f} cm")
+    table.formatter.set("sepal_length", "{:.2f} cm")
+
+    # or use __setitem__
+    table.formatter["sepal_length"] = "{:.2f} cm"
 
 Example above is identical to passing ``"{:.2f} cm".format``.
 
@@ -135,7 +255,7 @@ Set Formatter in GUI
 --------------------
 
 Some basic formatters are available in the right-click context menu of the columns,
-such as ``Formatter > Set text formatter``. You'll see a preview of the column in
+such as :menu:`Formatter > Set text formatter`. You'll see a preview of the column in
 the dialog.
 
 Typing Spreadsheet
@@ -146,8 +266,8 @@ because a spreadsheet is a string-based table data in general. This characterist
 raises a problem of data type. This drawback is especially important when you want
 to use data types such as ``datetime64`` or ``category``.
 
-To solve this problem, ``SpreadSheet`` implements a typing system on each column.
-You can tag any data types supported by ``pandas`` to each column, and optionally
+To solve this problem, :class:`SpreadSheet` implements a typing system on each column.
+You can tag any data types supported by :class:`pandas` to each column, and optionally
 set validator functions appropriate for the data types.
 
 .. code-block:: python
@@ -163,8 +283,8 @@ set validator functions appropriate for the data types.
     sheet.dtypes.update(int="int64", label="category")
 
     # set dtypes and default validators
-    sheet.dtypes.set_dtype("int", "int64")
-    sheet.dtypes.set_dtype("label", "category")
+    sheet.dtypes.set("int", "int64")
+    sheet.dtypes.set("label", "category")
 
 .. code-block:: python
 
@@ -177,4 +297,35 @@ set validator functions appropriate for the data types.
     dtype: object
 
 You can also set dtypes from GUI. Right-click the column header and select
-``Column dtype``.
+:menu:`Column dtype`.
+
+Use Syntax of Table Subset
+==========================
+
+A :class:`pd.Series`-like table subset, :class:`TableSeries` can be obtained by
+indexing a table.
+
+.. code-block:: python
+
+    sheet = viewer.open_sample("iris")
+    sheet["sepal_length"]
+
+.. code-block::
+
+    <TableSeries<'sepal_length'> of SpreadSheet<'sheet'>>
+
+:class:`TableSeries` also as fields such as :attr:`text_color` and :attr:`formatter`
+and they can be considered as partial table fields.
+
+.. code-block:: python
+
+    print(sheet["sepal_length"].formatter)  # get formatter function
+    sheet["sepal_length"].formatter = f"{:2f} cm"  # set formatter
+    del sheet["sepal_length"].formatter  # reset formatter
+
+Colormap can also be updated this way.
+
+.. code-block:: python
+
+    sheet["sepal_length"].background_color.set(interp_from=["violet", "teal"])
+    sheet["sepal_length"].background_color.set_opacity(0.5)
diff --git a/docs/_sources/main/integrate_custom_widgets.rst.txt b/docs/_sources/main/integrate_custom_widgets.rst.txt
new file mode 100644
index 00000000..a65de49e
--- /dev/null
+++ b/docs/_sources/main/integrate_custom_widgets.rst.txt
@@ -0,0 +1,134 @@
+========================
+Integrate Custom Widgets
+========================
+
+.. contents:: Contents
+    :local:
+    :depth: 1
+
+.. include:: ../font.rst
+
+There are several places to integrate your custom widgets to :mod:`tabulous` viewer.
+
+Dock Widget Area
+================
+
+Dock widget areas are located outside the central table stack area. Widgets docked in
+this area are always visible in the same place no matter which table is activated.
+
+Add Qt Widgets
+--------------
+
+.. code-block:: python
+
+    from qtpy.QtWidgets import QWidget
+
+    class MyWidget(QWidget):
+        def __init__(self, parent=None):
+            super().__init__(parent)
+            self.setObjectName("MyWidget")
+
+    widget = MyWidget()
+    viewer.add_dock_widget(widget)
+
+
+Use Magicgui Widget
+-------------------
+
+Basic usage
+^^^^^^^^^^^
+
+.. code-block:: python
+
+    from magicgui import magicgui
+
+    @magicgui
+    def f(tip: str):
+        viewer.status = tip
+
+    viewer.add_dock_widget(f)
+
+:mod:`tabulous` type annotations
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+.. note::
+
+    In :mod:`napari``, you can use such as :mod:`ImageData` as an alias for :class:`np.ndarray` type,
+    while inform ``@magicgui`` that the data you want is the array stored in an :class:`Image`
+    layer, or returned array should be added as a new :class:`Image` layer. :mod:`tabulous` uses
+    the same strategy to recover a :class:`pd.DataFrame` from the table list or send a new one
+    to the viewer.
+
+:class:`TableData` type is an alias of :class:`pd.DataFrame`. Arguments annotated by this
+type will be interpreted as a combobox of table data by :mod:`magicgui`.
+
+.. code-block:: python
+
+    from tabulous.types import TableData
+
+    @magicgui
+    def f(table: TableData, mean: bool, std: bool, max: bool, min: bool) -> TableData:
+        funcs = []
+        for checked, f in [(mean, np.mean), (std, np.std), (max, np.max), (min, np.min)]:
+            if checked:
+                funcs.append(f)
+        return table.apply(funcs)
+
+    viewer.add_dock_widget(f)
+
+.. image:: ../fig/dock_with_table_data_annotation.png
+
+Table Side Area
+===============
+
+Every table has a side area that can be used to add table-specific widgets or show
+table-specific information.
+
+Custom Qt widgets or :mod:`magicgui` widgets can be added to the side area using
+:meth:`add_side_widget` method.
+
+.. code-block:: python
+
+    table = viewer.tables[0]
+    table.add_side_widget(widget)
+    # if you want to give a name to the widget
+    table.add_side_widget(widget, name="widget name")
+
+    # example
+    from magicgui import magicgui
+
+    @magicgui
+    def func():
+        print(table.data.mean())
+
+    table.add_side_widget(func)
+
+Built-in Widgets
+----------------
+
+There are built-in widgets that uses the table side area by default.
+
+1. Undo stack widget
+
+    Undo/redo is implemented for each table. You can see the registered operations in a list
+    view in the side area. You can open it by pressing :kbd:`Ctrl+H`.
+
+2. Plot canvas
+
+    Interactive :mod:`matplotlib` canvas is available in the "Plot" tool or the :attr:`plt`
+    field of table widgets.
+
+Table Overlay Widget
+====================
+
+Instead of the side area, you can also add widgets as an overlay over the table. An
+overlay widget is similar to the overlay charts in Excel.
+
+.. code-block:: python
+
+    table = viewer.tables[0]
+    table.add_overlay_widget(widget)
+    # if you want to give a label to the widget
+    table.add_overlay_widget(widget, label="my widget")
+    # you can give the top-left coordinate of the widget
+    table.add_overlay_widget(widget, topleft=(5, 5))
diff --git a/docs/_sources/main/non_mainwindow.rst.txt b/docs/_sources/main/non_mainwindow.rst.txt
index 62029f1a..59066234 100644
--- a/docs/_sources/main/non_mainwindow.rst.txt
+++ b/docs/_sources/main/non_mainwindow.rst.txt
@@ -2,7 +2,7 @@
 Use Non-main Window Table Viewers
 =================================
 
-Aiming at better extensibility, ``tabulous`` is designed to allow many different types of
+Aiming at better extensibility, :mod:`tabulous` is designed to allow many different types of
 integration to external packages.
 
 .. contents:: Contents
@@ -12,8 +12,8 @@ integration to external packages.
 Use TableViewer in Your Qt Widget
 =================================
 
-If you plan to use a table viewer as a child of another ``QWidget``, you can use a non-main
-window version of it. The ``native`` property returns the Qt backend widget.
+If you plan to use a table viewer as a child of another :class:`QWidget`, you can use a non-main
+window version of it. The :attr:`native` property returns the Qt backend widget.
 
 .. code-block:: python
 
@@ -28,23 +28,24 @@ window version of it. The ``native`` property returns the Qt backend widget.
 
 .. note::
 
-    A benefit of using ``tabulous`` is that a table widget usually takes too much space but this
-    problem can be solve by popup view of tables in ``tabulous``. See :doc:`table_advanced` for
+    A benefit of using :mod:`tabulous` is that a table widget usually takes too much space but this
+    problem can be solve by popup view of tables in :mod:`tabulous`. See :doc:`table_view_mode` for
     more detail.
 
 .. note::
 
     To avoid conflicting with the main widget, the non-main-window version of table viewer has
-    some restriction. For instance, embedded console does not open with shortcut ``Ctrl+Shift+C``
+    some restriction. For instance, embedded console does not open with shortcut :kbd:`Ctrl+Shift+C`
     so you have to programmatically open it by ``viewer.console.visible = True``.
 
 
 Use TableViewer with magicgui
 =============================
 
-If you want to use a `magicgui <https://github.com/pyapp-kit/magicgui>`_ version of it, you can
-use ``MagicTableViewer``. ``MagicTableViewer`` is a subclass of ``TableViewerWidget`` and
-``magicgui.widgets.Widget`` so it is compatible with all the ``magicgui`` functionalities.
+If you want to use a `magicgui <https://github.com/pyapp-kit/magicgui>`_ version of it,
+you can use :class:`MagicTableViewer`. :class:`MagicTableViewer`` is a subclass of
+:class:`TableViewerWidget` and :class:`magicgui.widgets.Widget` so it is compatible with
+all the :mod:`magicgui` functionalities.
 
 In following simple example you can load a table data from a file.
 
@@ -63,7 +64,7 @@ In following simple example you can load a table data from a file.
 
     container.show()
 
-``MagicTableViewer`` can also easily be used with `magic-class <https://github.com/hanjinliu/magic-class>`_.
+:class:`MagicTableViewer` can also easily be used with `magic-class <https://github.com/hanjinliu/magic-class>`_.
 Following example does similar thing as the one above.
 
 .. code-block:: python
diff --git a/docs/_sources/main/quickstart.rst.txt b/docs/_sources/main/quickstart.rst.txt
index 2ad2ecd2..f09d3889 100644
--- a/docs/_sources/main/quickstart.rst.txt
+++ b/docs/_sources/main/quickstart.rst.txt
@@ -6,10 +6,12 @@ Quickstart
     :local:
     :depth: 1
 
+.. include:: ../font.rst
+
 Open A Table Viewer
 ===================
 
-The main window of ``tabulous`` is a ``TableViewer`` instance.
+The main window of :mod:`tabulous` is a :class:`TableViewer` instance.
 
 .. code-block:: python
 
@@ -29,7 +31,7 @@ You can also read table data from files to create a viewer.
     # Read a Excel file and add all the sheets to the viewer.
     viewer = tbl.read_excel("path/to/data.xlsx")
 
-If virtual environment (such as ``conda``) is used, you can use ``tabulous`` command to launch
+If virtual environment (such as ``conda``) is used, you can use :mod:`tabulous` command to launch
 a viewer.
 
 .. code-block:: bash
@@ -41,7 +43,7 @@ a viewer.
 Open an Interpreter
 ===================
 
-``tabulous`` viewer has an embedded Python interpreter console. It is not visible by default
+:mod:`tabulous` viewer has an embedded Python interpreter console. It is not visible by default
 but you can show it in several ways.
 
 .. |toggle_console| image:: ../../tabulous/_qt/_icons/toggle_console.svg
@@ -49,24 +51,22 @@ but you can show it in several ways.
 
 1. Set :attr:`visible` property of :attr:`console` interface to ``True``:
    ``>>> viewer.conosole.visible = True``
-2. Activate keyboard shortcut ``Ctrl+Shift+C``.
-3. Click the |toggle_console| tool button in the "Analysis" tab of the toolbar.
-4. Click the tool button of (3.) using key combo ``Alt, A, 4``
+2. Activate keyboard shortcut :kbd:`Ctrl+Shift+C`.
+3. Click the |toggle_console| tool button in the the toolbar.
 
 In ``tabulous`` viewer there are additional keybindings.
 
-- ``Ctrl + Shift + ↑``: Set console floating.
-- ``Ctrl + Shift + ↓``: Dock console.
-- ``Ctrl + I``: Insert a data reference object (See :doc:`/main/user_interface`).
+- :kbd:`Ctrl+Shift+↑`: Set console floating.
+- :kbd:`Ctrl+Shift+↓`: Dock console.
 
-Handle Tables
-=============
+Use Tables
+==========
 
-Basically, table data is handled based on ``pandas``.
+In :mod:`tabulous`, table data is handled based on :mod:`pandas`.
 A :class:`TableViewer` instance has several methods that add :class:`DataFrame` to the viewer.
 
-1. :meth:`add_table` ... add a table data as a ``Table`` object.
-2. :meth:`add_spreadsheet` ... add a table data as a ``SpreadSheet`` object.
+1. :meth:`add_table` ... add a table data as a :class:`Table` object.
+2. :meth:`add_spreadsheet` ... add a table data as a :class:`SpreadSheet` object.
 
 Table
 -----
@@ -80,7 +80,7 @@ A :class:`Table` is the most simple interface with :class:`DataFrame`.
   rejected.
 
 A :class:`DataFrame` (or other objects that can be converted into a :class:`DataFrame`) can be added to
-the viewer using ``add_table`` method.
+the viewer using :meth:`add_table` method.
 
 .. code-block:: python
 
@@ -95,6 +95,8 @@ the viewer using ``add_table`` method.
 
     Table<'table name'>
 
+.. image:: ../fig/table.png
+
 .. note::
 
     The newly added table is stored in :attr:`tables` property of the viewer in a :class:`list` like
@@ -120,16 +122,16 @@ You have to pass ``editable=True`` or set the :attr:`editable` property to make
     # or set the property
     table.editable = True
 
-Table data is available in ``data`` property. You can also update the table data by directly
-setting the ``data`` property.
+Table data is available in :attr:`data` property. You can also update the table data by directly
+setting the :attr:`data` property.
 
 .. code-block:: python
 
     df = table.data  # get the table data as a DataFrame
     table.data = df2  # set a new table data
 
-The selected range of data is available in ``selections`` property. You can also
-programmatically set table selections via ``selections`` property. Since table selections are
+The selected range of data is available in :attr:`selections` property. You can also
+programmatically set table selections via :attr:`selections` property. Since table selections are
 multi-selection, this property takes a ``list`` of slicable objects.
 
 .. code-block:: python
@@ -146,22 +148,16 @@ See :doc:`selections` for more details.
 SpreadSheet
 -----------
 
-A ``SpreadSheet`` behaves more like Excel or Google Spreadsheet.
+A :class:`SpreadSheet` behaves more like Excel or Google Spreadsheet.
 
 - It stores a copy of an input :class:`DataFrame` as "string" types.
 - It is editable by default and the input value will not be checked.
 - Shape of table is unlimited (as far as it is not too large).
-- The data type is inferred by ``pd.read_csv`` when it is obtained by ``data`` property.
+- The data type is inferred by :meth:`pd.read_csv` when it is obtained by :attr:`data` property.
 
 For instance, if you manually edited the cells
 
-+---+---+---+
-|   | A | B |
-+---+---+---+
-| 0 | 2 | t |
-+---+---+---+
-| 1 | 3 | u |
-+---+---+---+
+.. image:: ../fig/spreadsheet.png
 
 then you'll get following :class:`DataFrame`.
 
@@ -175,7 +171,9 @@ then you'll get following :class:`DataFrame`.
     A     int64
     B    object
 
-A spreadsheet can be added to the viewer by ``add_spreadsheet`` method.
+Rows and columns can be inserted or removed in the right-click contextmenu.
+
+A spreadsheet can be added to the viewer by :meth:`add_spreadsheet` method.
 
 .. code-block:: python
 
@@ -190,7 +188,7 @@ A spreadsheet can be added to the viewer by ``add_spreadsheet`` method.
 
     SpreadSheet<'sheet'>
 
-Since a ``SpreadSheet`` is easily editable, it is reasonable to add an empty spreadsheet to
+Since a :class:`SpreadSheet` is easily editable, it is reasonable to add an empty spreadsheet to
 the viewer.
 
 .. code-block:: python
@@ -200,12 +198,13 @@ the viewer.
 For more details ...
 --------------------
 
-See :doc:`/main/table_advanced`.
+- :doc:`/main/table_fields`
+- :doc:`/main/table_view_mode`
 
 Table List
 ==========
 
-All the table data is available in ``tables`` property. It is a ``list`` like
+All the table data is available in :attr:`tables` property. It is a ``list`` like
 object with some extended methods.
 
 .. code-block:: python
@@ -217,16 +216,16 @@ object with some extended methods.
     viewer.tables.move(0, 2)  # move the 0-th table to the 2-th position
 
 You can also get currently acitive (visible) table or its index with
-``viewer.current_table`` or ``viewer.current_index``.
+:attr:`viewer.current_table` or :attr:`viewer.current_index`.
 
 
 Key combo
 =========
 
-``tabulous`` supports many keyboard shortcuts including key combo.
+:mod:`tabulous` supports many keyboard shortcuts including key combo.
 
 All the global key map is listed in a widget that will be shown when you press
-``Ctrl+K, Shift+?`` key combo.
+:kbd:`Ctrl+K ⇒ Shift+?` key combo.
 
 :attr:`keymap` is the key map registry object of table viewers. You can use :meth:`bind_key`
 to register custom key combo.
@@ -253,5 +252,7 @@ Command palette
 
 .. versionadded:: 0.4.0
 
-``Ctrl+Shift+P`` or ``F1`` opens a command palette widget. You can search for a variety of
+:kbd:`Ctrl+Shift+P` or :kbd:`F1` opens a command palette widget. You can search for a variety of
 registered commands.
+
+.. image:: ../fig/command_palette.png
diff --git a/docs/_sources/main/register_action.rst.txt b/docs/_sources/main/register_action.rst.txt
index 307e1de2..98553ead 100644
--- a/docs/_sources/main/register_action.rst.txt
+++ b/docs/_sources/main/register_action.rst.txt
@@ -13,15 +13,15 @@ to the context menu. Suppose you have a viewer and a table:
 
 you can register functions using following methods.
 
-- ``viewer.tables.register_action`` ... register action to the tab bar.
-- ``table.index.register_action`` ... register action to the vertical header.
-- ``table.columns.register_action`` ... register action to the horizontal header.
-- ``table.cells.register_action`` ... register action to the table cells.
+- :meth:`viewer.tables.register_action` ... register action to the tab bar.
+- :meth:`table.index.register_action` ... register action to the vertical header.
+- :meth:`table.columns.register_action` ... register action to the horizontal header.
+- :meth:`table.cells.register_action` ... register action to the table cells.
 
 Register actions to the tab bar
 ===============================
 
-Action for ``viewer.tables.register_action`` must have signature ``(index: int)``.
+Action for :meth:`viewer.tables.register_action` must have signature ``(index: int)``.
 ``index`` is the index of the right-clicked tab.
 
 .. code-block:: python
@@ -42,7 +42,7 @@ If you want to register it at a submenu, use ``">"`` as the separator.
 Register actions to the headers
 ===============================
 
-Other ``register_action`` method works similarly. In the case of headers,
+Other :meth:`register_action` method works similarly. In the case of headers,
 the signature for the action is also ``(index: int)``. Here, ``index`` is
 the index of the right-clicked position (ready for :meth:`iloc`).
 
@@ -59,7 +59,7 @@ the index of the right-clicked position (ready for :meth:`iloc`).
 Register actions to the cells
 =============================
 
-The ``register_action`` method for cells also work in a similar way, but has
+The :meth:`register_action` method for cells also work in a similar way, but has
 signature ``(index: tuple[int, int])`` unlike others. Here, ``index`` is a
 tuple of row index and column index (ready for :meth:`iloc`).
 
diff --git a/docs/_sources/main/selections.rst.txt b/docs/_sources/main/selections.rst.txt
index 9d68cb54..56acae7f 100644
--- a/docs/_sources/main/selections.rst.txt
+++ b/docs/_sources/main/selections.rst.txt
@@ -81,12 +81,13 @@ or directly set a list to :attr:`selections`.
     table.selections = [(slice(0, 10, None), slice(0, 1, None))]
 
 
-Catch Change in Table Selections
-================================
+Catch Changes in Table Selections
+=================================
 
 You can bind a callback function that will get called on every selection change event.
-The :attr:`events` attribute is a :class:`SignalGroup` object of `psygnal <https://github.com/tlambert03/psygnal>`_.
-``table.events.selections.connect`` registers a callback function to table events.
+The :attr:`events` attribute is a :class:`SignalGroup` object of
+`psygnal <https://github.com/tlambert03/psygnal>`_.
+:meth:`table.events.selections.connect` registers a callback function to table events.
 
 .. code-block:: python
 
diff --git a/docs/_sources/main/sort_filter.rst.txt b/docs/_sources/main/sort_filter.rst.txt
index 71c3d35e..be881ceb 100644
--- a/docs/_sources/main/sort_filter.rst.txt
+++ b/docs/_sources/main/sort_filter.rst.txt
@@ -10,9 +10,14 @@ new indices.
     :local:
     :depth: 1
 
+.. include:: ../font.rst
+
 Filtering
 =========
 
+.. |filter| image:: ../../tabulous/_qt/_icons/filter.svg
+  :width: 20em
+
 Use filter functions
 --------------------
 
@@ -35,27 +40,32 @@ This example is essentially equivalent to slicing a :class:`DataFrame` by ``df[d
 
 If the table is
 
-+---+---+-------+
-|   | A | label |
-+---+---+-------+
-| 0 | 2 |   A   |
-+---+---+-------+
-| 1 | 3 |   B   |
-+---+---+-------+
-| 2 | 6 |   B   |
-+---+---+-------+
-| 3 | 4 |   A   |
-+---+---+-------+
+====  ===  =======
+  ..    A  label
+====  ===  =======
+   0    2  A
+   1    3  B
+   2    6  B
+   3    4  A
+====  ===  =======
 
 then it looks like following after applying the filter.
 
-+---+---+-------+
-|   | A | label |
-+---+---+-------+
-| 0 | 2 |   A   |
-+---+---+-------+
-| 3 | 4 |   A   |
-+---+---+-------+
+====  ===  =======
+  ..    A  label
+====  ===  =======
+   0    2  A
+   3    4  A
+====  ===  =======
+
+Simple filtering in GUI
+-----------------------
+
+In right-click contextmenu, you can select :menu:`Filter` to filter the table by the column.
+Filter buttons |filter| will be anchored at the corner of the column section during
+the table being filtered. You can update or remove the filter by clicking the button.
+
+.. image:: ../fig/column_filter.png
 
 Use query-style expression
 --------------------------
@@ -69,19 +79,17 @@ Instead of a function, you can also set a query-style expression as a filter.
 See `the API reference of pandas.eval <https://pandas.pydata.org/docs/reference/api/pandas.eval.html>`_
 for details of the syntax.
 
-Filter in GUI
--------------
-
-.. |filter| image:: ../../tabulous/_qt/_icons/filter.svg
-  :width: 20em
+If the expression can be interpreted as a simple column-wise filter, |filter| button will
+similarly be added.
 
-You can open a overlay dialog to filter the table data from the |filter| button in the toolbar,
-push key combo starting with ``Alt``, or right click on the selected column(s).
+Query-style filtering in GUI
+----------------------------
 
-The line edit for filter expression supports auto-completion (Tab) and history browsing
-(↑, ↓).
+You can also open a overlay dialog to filter the table data from the |filter| button in
+the toolbar.
 
-.. image:: ../fig/filter.gif
+The line edit for filter expression supports auto-completion (:kbd:`Tab`) and history browsing
+(:kbd:`↑`, :kbd:`↓`).
 
 Sorting
 =======
@@ -106,31 +114,25 @@ should map a :class:`DataFrame` to a 1-D interger array, just like :meth:`argsor
 
 If the table is
 
-+---+---+----+
-|   | x |  y |
-+---+---+----+
-| 0 | 2 | a0 |
-+---+---+----+
-| 1 | 3 | a1 |
-+---+---+----+
-| 2 | 1 | a2 |
-+---+---+----+
-| 3 | 0 | a3 |
-+---+---+----+
+===  ===  ===
+ ..    x  y
+===  ===  ===
+  0    2  a0
+  1    3  a1
+  2    1  a2
+  3    0  a3
+===  ===  ===
 
 then it looks like following after sorting.
 
-+---+---+----+
-|   | x |  y |
-+---+---+----+
-| 3 | 0 | a3 |
-+---+---+----+
-| 2 | 1 | a2 |
-+---+---+----+
-| 0 | 2 | a0 |
-+---+---+----+
-| 1 | 3 | a1 |
-+---+---+----+
+===  ===  ===
+ ..    x  y
+===  ===  ===
+  3    0  a3
+  2    1  a2
+  0    2  a0
+  1    3  a1
+===  ===  ===
 
 Sorting function doesn't always have to be surjective, i.e. it can return only a subset of
 the source indices.
@@ -165,5 +167,73 @@ Sort in GUI
 .. |sort| image:: ../../tabulous/_qt/_icons/sort_table.svg
   :width: 20em
 
-You can sort selected column(s) by clicking |sort| button in the toolbar,
-push key combo starting with ``Alt``, or right click on the selected column(s).
+You can sort selected column(s) by clicking |sort| button in the toolbar.
+
+Edit Cells during Proxy
+=======================
+
+You can edit cells while the table is sorted/filtered.
+
+Suppose you have a table like below
+
+===  =====
+  A  B
+===  =====
+  0  row-0
+  1  row-1
+  2  row-2
+  3  row-3
+  4  row-4
+  5  row-5
+  6  row-6
+  7  row-7
+  8  row-8
+  9  row-9
+===  =====
+
+and applied a filter by
+
+.. code-block:: python
+
+    viewer.current_table.proxy.filter("A % 2 == 1")
+
+
+===  =====
+  A  B
+===  =====
+  1  row-1
+  3  row-3
+  5  row-5
+  7  row-7
+  9  row-9
+===  =====
+
+Here, you can edit, or paste data directly (The edited cells are highlighted in red).
+
+===  ==========
+  A  B
+===  ==========
+  1  row-1
+  3  :red:`X-3`
+  5  :red:`X-5`
+  7  :red:`X-7`
+  9  row-9
+===  ==========
+
+After removing filter (:meth:`viewer.current_table.proxy.reset`), you'll see the cells
+are properly edited.
+
+===  ==========
+  A  B
+===  ==========
+  0  row-0
+  1  row-1
+  2  row-2
+  3  :red:`X-3`
+  4  row-4
+  5  :red:`X-5`
+  6  row-6
+  7  :red:`X-7`
+  8  row-8
+  9  row-9
+===  ==========
diff --git a/docs/_sources/main/table_fields.rst.txt b/docs/_sources/main/table_fields.rst.txt
new file mode 100644
index 00000000..3c7b229e
--- /dev/null
+++ b/docs/_sources/main/table_fields.rst.txt
@@ -0,0 +1,232 @@
+==========================
+Field Attributes of Tables
+==========================
+
+.. contents:: Contents
+    :local:
+    :depth: 1
+
+.. include:: ../font.rst
+
+Table operations are very complicated. Providing all the programmatic operations
+to interact with table state and data as table methods is confusing. Thus, in
+:mod:`tabulous`, these operations are well organized with fields and sub-fields
+(For instance, all the methods related to table cells are all in :attr:`cell`
+field).
+
+Followings are all the fields that are available in table widgets.
+
+``cell`` field
+--------------
+
+The :attr:`cell` field provides several methods to get access to table cells.
+
+.. code-block:: python
+
+    table.cell[1, 2] = -1
+    table.cell[1, 0:5] = [1, 2, 3, 4, 5]
+
+:attr:`cell` supports custom contextmenu registration. See :doc:`register_action`
+for more detail.
+
+.. note::
+
+    To set new table data, :attr:`loc` and :attr:`iloc` is not safe.
+
+    .. code-block:: python
+
+        table.data.iloc[1, 2] = -1  # set new data
+
+    This is not equivalent to editing cells directly for several reasons.
+
+    - :class:`Table` data will be updated in this way but :class:`SpreadSheet` will not since
+      the returned data is a copy.
+    - :attr:`loc` and :attr:`iloc` does not check data type.
+    - Table will not be updated immediately.
+
+The :attr:`cell` field has several sub-fields.
+
+``cell.ref``
+^^^^^^^^^^^^
+
+All the in-cell functions with cell references are accessible via :attr:`ref` sub-field.
+
+.. code-block:: python
+
+    table = viewer.add_spreadsheet(np.arange(10))
+    table.cell[0, 1] = "&=np.mean(df.iloc[:, 0])"
+    print(table.cell.ref[0, 1])  # get the slot function at (0, 1)
+    print(table.cell.ref[1, 1])  # KeyError
+
+``cell.label``
+^^^^^^^^^^^^^^
+
+Cell labels can be edited programmatically using this sub-field.
+
+.. code-block:: python
+
+    print(table.cell.label[0, 1])
+    table.cell.label[0, 1] = "mean:"
+
+``cell.text``
+^^^^^^^^^^^^^
+
+Displayed (formatted) text in cells can be obtained using this sub-field.
+
+.. code-block:: python
+
+    print(table.cell.text[0, 1])
+
+``cell.text_color``
+^^^^^^^^^^^^^^^^^^^
+
+Displayed text color (8-bit RGBA) in cells can be obtained using this sub-field.
+
+.. code-block:: python
+
+    print(table.cell.text_color[0, 1])
+
+``cell.background_color``
+^^^^^^^^^^^^^^^^^^^^^^^^^
+
+Displayed background color (8-bit RGBA) in cells can be obtained using this sub-field.
+
+.. code-block:: python
+
+    print(table.cell.text_color[0, 1])
+
+``plt`` field
+-------------
+
+Since plotting is a common use case for table data analysis, plot canvases are implemented
+by default. The basic plot functions are available in :attr:`plt` field with the
+similar API as :mod:`matplotlib.pyplot` module.
+
+.. code-block:: python
+
+    table = viewer.tables[0]
+    table.plt.plot(x, y)
+    table.plt.hist(x)
+    table.plt.scatter(x, y)
+
+.. note::
+
+    You can also update plot canvas from the "Plot" tab of the toolbar.
+
+
+``index`` / ``columns`` field
+-----------------------------
+
+:attr:`index` and :attr:`column` behaves very similar to :attr:`index` and :attr:`column`
+of :class:`pandas.DataFrame`.
+
+.. code-block:: python
+
+    # get header data
+    print(table.index[1])
+    print(table.columns[2])
+
+    # get index of header name
+    table.index.get_loc("index_name")
+    table.columns.get_loc("column_name")
+
+    # update header data
+    table.index[1] = "index_name"
+    table.columns[2] = "column_name"
+
+:attr:`index` and `columns` support custom contextmenu registration. See
+:doc:`register_action` for more detail.
+
+``proxy`` field
+---------------
+
+Proxy includes sorting and filtering, that is, deciding which rows to be shown and
+which not to be.
+
+.. code-block:: python
+
+    table.proxy.filter("label == 'A'")  # filter by 'label' column
+    table.proxy.sort("value")  # sort by 'value' column
+    table.reset()  # reset proxy
+
+See :doc:`sort_filter` for more details.
+
+``text_color`` / ``background_color`` field
+-------------------------------------------
+
+:attr:`text_color` and :attr:`background_color` stores all the column-specific colormaps.
+
+.. code-block:: python
+
+    table.text_color["A"]  # get the colormap of column "A"
+    table.text_color["A"] = cmap  # set a colormap to column "A"
+
+    # set a colormap to column "A" with a decorator
+    @table.text_color.set("A")
+    def cmap(x):
+        ...
+
+    del table.text_color["A"]  # reset the colormap defined for column "A"
+
+See :doc:`columnwise_settings` for more details.
+
+``formatter`` / ``validator`` field
+-----------------------------------
+
+:attr:`formatter` and :attr:`validator` stores all the column-specific text formatter
+and data validator functions.
+
+.. code-block:: python
+
+    table.formatter["A"]  # get the formatter of column "A"
+    table.formatter["A"] = "{:2f} cm"  # set a formatter of column "A"
+
+    # set a formatter of column "A" with a decorator
+    @table.formatter.set("A")
+    def fmt(x):
+        return f"{:2f} cm"
+
+    del table.formatter["A"]  # reset the formatter of column "A"
+
+See :doc:`columnwise_settings` for more details.
+
+``dtypes`` field
+----------------
+
+:attr:`dtypes` is a :class:`SpreadSheet`-specific field. Since a spreadsheet has to
+determine the data type of each column, you may occasionally want to tell which
+data type it should be. This is especially important when a column should be
+interpreted as ``category`` or ``datetime``.
+
+:attr:`dtypes` is a ``dict``-like object that maps column names to data types.
+
+.. code-block:: python
+
+    table = viewer.add_spreadsheet({"A": ["X", "X", "Y"], "B": [1, 2, 3]})
+    table.dtypes["A"] = "category"
+    table.dtypes["B"] = "float"
+    table.data
+
+.. code-block::
+
+       A    B
+    0  X  1.0
+    1  X  2.0
+    2  Y  3.0
+
+.. code-block:: python
+
+    table.dtypes
+
+.. code-block::
+
+    ColumnDtypeInterface(
+        'A': category,
+        'B': float64
+    )
+
+Simply delete items if you want to reset the dtype setting.
+
+.. code-block:: python
+
+    del table.dtypes["A"]
diff --git a/docs/_sources/main/table_view_mode.rst.txt b/docs/_sources/main/table_view_mode.rst.txt
new file mode 100644
index 00000000..ba9faa17
--- /dev/null
+++ b/docs/_sources/main/table_view_mode.rst.txt
@@ -0,0 +1,86 @@
+==============================
+View Tables in Different Modes
+==============================
+
+.. contents:: Contents
+    :local:
+    :depth: 1
+
+.. include:: ../font.rst
+
+To efficiently inspect table data, it is very useful to change table view modes.
+
+Dual View
+---------
+
+In dual view mode, table is split into two part and each part can be scrolled
+and zoomed independently. This mode is useful to inspect large data.
+
+Dual view is enabled by setting ``table.view_mode = "horizontal"`` for horizontal
+view, and ``table.view_mode = "vertical"`` for vertical one.
+
+.. code-block:: python
+
+    table = viewer.add_table(data)
+    table.view_mode = "horizontal"
+
+To reset dual view, set the property to ``"normal"``.
+
+.. code-block:: python
+
+    table.view_mode = "normal"
+
+Dual view can also be turned on by key combo :kbd:`Ctrl+K ⇒ H` (horizontal) or
+:kbd:`Ctrl+K ⇒ V` (vertical). Reset it by key combo :kbd:`Ctrl+K ⇒ N`.
+
+Popup View
+----------
+
+In popup view mode, a large popup window appears and the table data is shown
+inside it. This mode is useful when you want to focus on seeing or editing one
+table, or the table viewer widget is docked in other widget so it is very small.
+
+Popup view is enabled by setting ``table.view_mode = "popup"`` and can be reset
+similar to dual view by ``table.view_mode = "normal"``
+
+.. code-block:: python
+
+    table = viewer.add_table(data)
+    table.view_mode = "popup"
+
+Dual view can also be turned on by key combo :kbd:`Ctrl+K ⇒ P`.
+
+Tile View
+---------
+
+Tile view is a mode that shows different tables in a same window, while the
+structure of table list and tabs are not affected.
+
+How tiling works
+^^^^^^^^^^^^^^^^
+
+For instance, if you tiled tables "A" and "B", they will appear in the same
+window, but tabs named "A" and "B" still exist in the tab bar. ``viewer.tables[i]``
+also returns the same table as before. When tab "A" or "B" is clicked, the tiled
+table with "A" and "B" is shown as ``A|B``.
+
+You can tile the current table and the table next to it by shortcut :kbd:`Ctrl+K ⇒ ^`.
+You can also programmatically tile tables by calling :meth:`viewer.tables.tile`.
+
+.. code-block:: python
+
+    viewer.tables.tile([0, 1])  # tile the 0th and 1st tables
+    viewer.tables.tile([0, 1, 3])  # tile tables at indices [0, 1, 3]
+
+.. image:: ../fig/tile_tables.png
+
+Untiling
+^^^^^^^^
+
+Untiling is also well-defined operation. Let's say tabs "A", "B" and "C" is tiled so
+these tabs show tiled view ``A|B|C``. If you untiled "B", "A" and "C" are re-tiled
+while "B" returns the original state. Therefore, tabs "A" and "C" shows ``A|C`` and
+tab "B" shows ``B``.
+
+You can untile the current table by shortcut :kbd:`Ctrl+K ⇒ \\`.
+You can also programmatically untile tables by calling ``viewer.tables.untile([0, 1, 2])``.
diff --git a/docs/_sources/main/user_interface.rst.txt b/docs/_sources/main/user_interface.rst.txt
index 4dd5780d..e19d49b5 100644
--- a/docs/_sources/main/user_interface.rst.txt
+++ b/docs/_sources/main/user_interface.rst.txt
@@ -6,32 +6,54 @@ User Interface
     :local:
     :depth: 2
 
+.. include:: ../font.rst
+
 Tables
 ======
 
 Move around the table
 ---------------------
 
-Arrow keys ``→``, ``←``, ``↑``, ``↓`` with ``Ctrl`` (or ``⌘`` in Mac), ``Shift`` modifier
-work as you expects in most of table data editors.
-
-Additionally, ``Ctrl`` + ``mouse wheel`` zooms in/out the table. ``Ctrl`` + ``Alt`` + arrow
-keys scrolls the table to the desired direction.
+Arrow keys (:kbd:`→` :kbd:`←` :kbd:`↑` :kbd:`↓`) with :kbd:`Ctrl` (or :kbd:`⌘` in Mac),
+:kbd:`Shift` modifier work as you expects in most of table data editors.
 
-.. image:: ../fig/table_interface_0.gif
+Additionally, :kbd:`Ctrl` + ``mouse wheel`` zooms in/out the table. Arrow keys (:kbd:`→`
+:kbd:`←` :kbd:`↑` :kbd:`↓`) with :kbd:`Ctrl` + :kbd:`Alt` scrolls the table to the desired
+direction.
 
 Edit cells and headers
 ----------------------
 
-If a table is editable, you can edit the values of cells and headers. Double-clicking, ``F2``
+If a table is editable, you can edit the values of cells and headers. Double-clicking, :kbd:`F2`
 or typing any characters will create an editor for the value.
 
-.. image:: ../fig/table_interface_1.gif
+.. image:: ../fig/edit_cell.png
 
 During editing, the text will always be validated. Invalid text will be shown in red. For the
 table cells, you can set any validation rules (see :doc:`/main/columnwise_settings`). For
 the table headers, duplicated names are not allowed and considered to be invalid.
 
+Add cell labels
+---------------
+
+People using spreadsheets usually want to name some of the cells. For instance, when you
+calculated the mean of a column, you want to name the cell as "mean". Usually, it is done
+by editing one of the adjacent cells.
+
+===  ====
+  A  B
+===  ====
+  1  mean
+  2  2.5
+  3
+  4
+===  ====
+
+In :mod:`tabulous`, however, you can directly name the cell using cell label. You can edit
+cell labels by :kbd:`F3` key.
+
+.. image:: ../fig/cell_labels.png
+
 Excel-style data evaluation
 ---------------------------
 
@@ -60,67 +82,57 @@ Scalar value
 
 If the evaluation result is a scalar value,
 
-+---+------+--------------------------+
-|   | col-0|                     col-1|
-+---+------+--------------------------+
-| 0 |   10 | =np.sum(df['col-0'][0:3])|
-+---+------+--------------------------+
-| 1 |   20 |                          |
-+---+------+--------------------------+
-| 2 |   30 |                          |
-+---+------+--------------------------+
+====  =======  =========================
+  ..    col-0  col-1
+====  =======  =========================
+   0       10  :red:`=np.sum(df['col-0'][0:3])`
+   1       20
+   2       30
+====  =======  =========================
 
 it will simply update the current cell.
 
-+---+------+------+
-|   | col-0| col-1|
-+---+------+------+
-| 0 |   10 |   60 |
-+---+------+------+
-| 1 |   20 |      |
-+---+------+------+
-| 2 |   30 |      |
-+---+------+------+
+====  =======  =====
+  ..    col-0  col-1
+====  =======  =====
+   0       10  60
+   1       20
+   2       30
+====  =======  =====
 
 Column vector
 ^^^^^^^^^^^^^
 
 If the evaluation result is an array such as ``pd.Series``,
 
-+---+------+-----------------------------+
-|   | col-0|                        col-1|
-+---+------+-----------------------------+
-| 0 |   10 | =np.cumsum(df['col-0'][0:3])|
-+---+------+-----------------------------+
-| 1 |   20 |                             |
-+---+------+-----------------------------+
-| 2 |   30 |                             |
-+---+------+-----------------------------+
+====  =======  ============================
+  ..    col-0  col-1
+====  =======  ============================
+   0       10  :red:`=np.cumsum(df['col-0'][0:3])`
+   1       20
+   2       30
+====  =======  ============================
 
 it will update the relevant cells.
 
-+---+------+------+
-|   | col-0| col-1|
-+---+------+------+
-| 0 |   10 |   10 |
-+---+------+------+
-| 1 |   20 |   30 |
-+---+------+------+
-| 2 |   30 |   60 |
-+---+------+------+
+====  =======  =====
+  ..    col-0  col-1
+====  =======  =====
+   0       10     10
+   1       20     30
+   2       30     60
+====  =======  =====
 
 You don't have to edit the top cell. As long as the editing cell will be one of the
 destinations, result will be the same.
 
-+---+------+-----------------------------+
-|   | col-0|                        col-1|
-+---+------+-----------------------------+
-| 0 |   10 |                             |
-+---+------+-----------------------------+
-| 1 |   20 | =np.cumsum(df['col-0'][0:3])|
-+---+------+-----------------------------+
-| 2 |   30 |                             |
-+---+------+-----------------------------+
+====  =======  ============================
+  ..    col-0  col-1
+====  =======  ============================
+   0       10
+   1       20  :red:`=np.cumsum(df['col-0'][0:3])`
+   2       30
+====  =======  ============================
 
 
 Row vector
@@ -128,56 +140,47 @@ Row vector
 
 An row will be updated if the result should be interpreted as a row vector.
 
-+---+------+----------------------------------------+
-|   | col-0| col-1                                  |
-+---+------+----------------------------------------+
-| 0 |   10 |    20                                  |
-+---+------+----------------------------------------+
-| 1 |   20 |    40                                  |
-+---+------+----------------------------------------+
-| 2 |   30 |    60                                  |
-+---+------+----------------------------------------+
-| 3 |      | =np.mean(df.loc[0:3, 'col-0':'col-1']) |
-+---+------+----------------------------------------+
+====  =======  ======================================
+  ..  col-0    col-1
+====  =======  ======================================
+   0  10       20
+   1  20       40
+   2  30       60
+   3           :red:`=np.mean(df.loc[0:3, 'col-0':'col-1'])`
+====  =======  ======================================
 
 will return ``pd.Series([20, 40])``, which will update the table to
 
-+---+------+------+
-|   | col-0| col-1|
-+---+------+------+
-| 0 |   10 |   20 |
-+---+------+------+
-| 1 |   20 |   40 |
-+---+------+------+
-| 2 |   30 |   60 |
-+---+------+------+
-| 3 |   20 |   40 |
-+---+------+------+
+====  =======  =====
+  ..  col-0    col-1
+====  =======  =====
+   0  10       20
+   1  20       40
+   2  30       60
+   3  20       40
+====  =======  =====
+
 
 Evaluate with references
 ^^^^^^^^^^^^^^^^^^^^^^^^
 
 To use cell references like Excel, use "&=" instead of "=".
 
-+---+------+----------------------------+
-|   | col-0|                       col-1|
-+---+------+----------------------------+
-| 0 |   10 | &=np.mean(df['col-0'][0:3])|
-+---+------+----------------------------+
-| 1 |   20 |                            |
-+---+------+----------------------------+
-| 2 |   30 |                            |
-+---+------+----------------------------+
-
-+---+------+------+
-|   | col-0| col-1|
-+---+------+------+
-| 0 |   10 |   20 |
-+---+------+------+
-| 1 |   20 |      |
-+---+------+------+
-| 2 |   30 |      |
-+---+------+------+
+====  =======  =========================
+  ..    col-0  col-1
+====  =======  =========================
+   0       10  :red:`&=np.mean(df['col-0'][0:3])`
+   1       20
+   2       30
+====  =======  =========================
+
+====  =======  =====
+  ..    col-0  col-1
+====  =======  =====
+   0       10  20
+   1       20
+   2       30
+====  =======  =====
 
 When one of the cell is edited, the value of the destination will also be updated. For instance,
 editing 10 → 40 will cause the value of ``(0, "col-1")`` to be updated to 30.
@@ -229,13 +232,6 @@ want to add more variables or functions, there are two ways to do it.
       You can't use none of ``np``, ``pd`` or ``df`` as a variable name.
 
 
-Send the values to the console
-------------------------------
-
-``Ctrl + I`` in the console will insert a data reference object ``viewer.data[...]`` at the
-cursor position. The data reference object is updated in real-time when the table selection is
-changed. This is the fastest way to obtain the values in the table.
-
 Toolbar
 =======
 
@@ -243,9 +239,10 @@ Toolbar contains many functions that help you with analyzing the table data.
 
 .. note::
 
-    You can "click" any buttons in the toolbar using the keyboard; push ``Alt`` (or ``⌥``
-    in Mac)  to change focus to the toolbar, and follow the tooltip labels to find the
-    appropriate key combo to get to the button you want (similar to Microsoft Office).
+    You can "click" any buttons in the toolbar using the keyboard; push :kbd:`Alt`
+    (or :kbd:`⌥` in Mac)  to change focus to the toolbar, and follow the tooltip
+    labels to find the appropriate key combo to get to the button you want
+    (similar to Microsoft Office).
 
 Home menu
 ---------
diff --git a/docs/_static/documentation_options.js b/docs/_static/documentation_options.js
index b7d802ae..b19046d8 100644
--- a/docs/_static/documentation_options.js
+++ b/docs/_static/documentation_options.js
@@ -1,6 +1,6 @@
 var DOCUMENTATION_OPTIONS = {
     URL_ROOT: document.getElementById("documentation_options").getAttribute('data-url_root'),
-    VERSION: '0.4.0rc0',
+    VERSION: '0.4.0',
     LANGUAGE: 'None',
     COLLAPSE_INDEX: false,
     BUILDER: 'html',
diff --git a/docs/_static/font.css b/docs/_static/font.css
new file mode 100644
index 00000000..0ce4fd50
--- /dev/null
+++ b/docs/_static/font.css
@@ -0,0 +1,54 @@
+.gray {color: gray;}
+
+.silver {color: silver;}
+
+.white {color: white;}
+
+.red {color: red;}
+
+.magenta {color: magenta;}
+
+.pink {color: pink;}
+
+.orange {color: orange;}
+
+.yellow {color: yellow;}
+
+.lime {color: lime;}
+
+.green {color: green;}
+
+.teal {color: teal;}
+
+.cyan {color: cyan;}
+
+.aqua {color: aqua;}
+
+.blue {color: blue;}
+
+.navy {color: navy;}
+
+.purple {color: purple;}
+
+.kbd {
+    background-color: #f1f1f1;
+    border: 1px solid #ccc;
+    border-radius: 3px;
+    box-shadow: 0 1px 0 rgba(0, 0, 0, 0.2), 0 0 0 2px #fff inset;
+    color: #444;
+    display: inline-block;
+    font-size: 0.85em;
+    font-weight: 700;
+    line-height: 1;
+    padding: 0.2em 0.4em;
+    white-space: nowrap;
+}
+
+.menu {
+    background-color: #f1f1f1;
+    border: 1px solid #ccc;
+    box-shadow: 0 1px 0 rgba(0, 0, 0, 0.2), 0 0 0 1px #fff inset;
+    font-size: 0.85em;
+    padding: 0.2em 0.4em;
+    white-space: nowrap;
+}
diff --git a/docs/apidoc/modules.html b/docs/apidoc/modules.html
index 85c1952d..aaefc344 100644
--- a/docs/apidoc/modules.html
+++ b/docs/apidoc/modules.html
@@ -4,9 +4,10 @@
   <meta charset="utf-8" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>tabulous &mdash; tabulous 0.4.0rc0 documentation</title>
+  <title>tabulous &mdash; tabulous 0.4.0 documentation</title>
       <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
       <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+      <link rel="stylesheet" href="../_static/font.css" type="text/css" />
   <!--[if lt IE 9]>
     <script src="../_static/js/html5shiv.min.js"></script>
   <![endif]-->
@@ -30,7 +31,7 @@
             <a href="../index.html" class="icon icon-home"> tabulous
           </a>
               <div class="version">
-                0.4.0rc0
+                0.4.0
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
@@ -48,10 +49,11 @@
 <li class="toctree-l1"><a class="reference internal" href="../main/selections.html">Table Selections and Highlights</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../main/sort_filter.html">Sort/Filter Table Data</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../main/columnwise_settings.html">Column-wise Settings</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../main/table_advanced.html">Working with Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../main/table_fields.html">Field Attributes of Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../main/table_view_mode.html">View Tables in Different Modes</a></li>
 </ul>
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="../main/dock_widget.html">Custom Dock widget</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../main/integrate_custom_widgets.html">Integrate Custom Widgets</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../main/non_mainwindow.html">Use Non-main Window Table Viewers</a></li>
 </ul>
 <ul class="current">
@@ -96,6 +98,7 @@ <h1>tabulous<a class="headerlink" href="#tabulous" title="Permalink to this head
 <li class="toctree-l3"><a class="reference internal" href="tabulous.commands.html">tabulous.commands package</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="tabulous.commands.html#submodules">Submodules</a></li>
 <li class="toctree-l4"><a class="reference internal" href="tabulous.commands.html#module-tabulous.commands.analysis">tabulous.commands.analysis module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="tabulous.commands.html#module-tabulous.commands.column">tabulous.commands.column module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="tabulous.commands.html#module-tabulous.commands.file">tabulous.commands.file module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="tabulous.commands.html#module-tabulous.commands.plot">tabulous.commands.plot module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="tabulous.commands.html#module-tabulous.commands.selection">tabulous.commands.selection module</a></li>
@@ -107,8 +110,6 @@ <h1>tabulous<a class="headerlink" href="#tabulous" title="Permalink to this head
 </ul>
 </li>
 <li class="toctree-l3"><a class="reference internal" href="tabulous.widgets.html">tabulous.widgets package</a><ul>
-<li class="toctree-l4"><a class="reference internal" href="tabulous.widgets.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="tabulous.widgets.html#module-tabulous.widgets.filtering">tabulous.widgets.filtering module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="tabulous.widgets.html#module-tabulous.widgets">Module contents</a></li>
 </ul>
 </li>
diff --git a/docs/apidoc/tabulous.commands.html b/docs/apidoc/tabulous.commands.html
index cd01425a..3b2a6558 100644
--- a/docs/apidoc/tabulous.commands.html
+++ b/docs/apidoc/tabulous.commands.html
@@ -4,9 +4,10 @@
   <meta charset="utf-8" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>tabulous.commands package &mdash; tabulous 0.4.0rc0 documentation</title>
+  <title>tabulous.commands package &mdash; tabulous 0.4.0 documentation</title>
       <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
       <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+      <link rel="stylesheet" href="../_static/font.css" type="text/css" />
   <!--[if lt IE 9]>
     <script src="../_static/js/html5shiv.min.js"></script>
   <![endif]-->
@@ -30,7 +31,7 @@
             <a href="../index.html" class="icon icon-home"> tabulous
           </a>
               <div class="version">
-                0.4.0rc0
+                0.4.0
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
@@ -48,10 +49,11 @@
 <li class="toctree-l1"><a class="reference internal" href="../main/selections.html">Table Selections and Highlights</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../main/sort_filter.html">Sort/Filter Table Data</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../main/columnwise_settings.html">Column-wise Settings</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../main/table_advanced.html">Working with Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../main/table_fields.html">Field Attributes of Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../main/table_view_mode.html">View Tables in Different Modes</a></li>
 </ul>
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="../main/dock_widget.html">Custom Dock widget</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../main/integrate_custom_widgets.html">Integrate Custom Widgets</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../main/non_mainwindow.html">Use Non-main Window Table Viewers</a></li>
 </ul>
 <ul class="current">
@@ -118,7 +120,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <dl class="py function">
 <dt class="sig sig-object py" id="tabulous.commands.analysis.show_filter_widget">
 <span class="sig-prename descclassname"><span class="pre">tabulous.commands.analysis.</span></span><span class="sig-name descname"><span class="pre">show_filter_widget</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/tabulous/commands/analysis.html#show_filter_widget"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.analysis.show_filter_widget" title="Permalink to this definition">¶</a></dt>
-<dd><p>Apply filter to the table data</p>
+<dd><p>Show filter widget.</p>
 </dd></dl>
 
 <dl class="py function">
@@ -145,6 +147,81 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <dd><p>Summarize table data</p>
 </dd></dl>
 
+</section>
+<section id="module-tabulous.commands.column">
+<span id="tabulous-commands-column-module"></span><h2>tabulous.commands.column module<a class="headerlink" href="#module-tabulous.commands.column" title="Permalink to this headline">¶</a></h2>
+<dl class="py function">
+<dt class="sig sig-object py" id="tabulous.commands.column.adjust_brightness_background_colormap">
+<span class="sig-prename descclassname"><span class="pre">tabulous.commands.column.</span></span><span class="sig-name descname"><span class="pre">adjust_brightness_background_colormap</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../_modules/tabulous/commands/column.html#adjust_brightness_background_colormap"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.column.adjust_brightness_background_colormap" title="Permalink to this definition">¶</a></dt>
+<dd><p>Adjust brightness of the background colormap</p>
+</dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="tabulous.commands.column.adjust_brightness_text_colormap">
+<span class="sig-prename descclassname"><span class="pre">tabulous.commands.column.</span></span><span class="sig-name descname"><span class="pre">adjust_brightness_text_colormap</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../_modules/tabulous/commands/column.html#adjust_brightness_text_colormap"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.column.adjust_brightness_text_colormap" title="Permalink to this definition">¶</a></dt>
+<dd><p>Adjust brightness of the text colormap</p>
+</dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="tabulous.commands.column.invert_background_colormap">
+<span class="sig-prename descclassname"><span class="pre">tabulous.commands.column.</span></span><span class="sig-name descname"><span class="pre">invert_background_colormap</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../_modules/tabulous/commands/column.html#invert_background_colormap"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.column.invert_background_colormap" title="Permalink to this definition">¶</a></dt>
+<dd><p>Invert background colormap</p>
+</dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="tabulous.commands.column.invert_text_colormap">
+<span class="sig-prename descclassname"><span class="pre">tabulous.commands.column.</span></span><span class="sig-name descname"><span class="pre">invert_text_colormap</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../_modules/tabulous/commands/column.html#invert_text_colormap"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.column.invert_text_colormap" title="Permalink to this definition">¶</a></dt>
+<dd><p>Invert text colormap</p>
+</dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="tabulous.commands.column.reset_background_colormap">
+<span class="sig-prename descclassname"><span class="pre">tabulous.commands.column.</span></span><span class="sig-name descname"><span class="pre">reset_background_colormap</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../_modules/tabulous/commands/column.html#reset_background_colormap"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.column.reset_background_colormap" title="Permalink to this definition">¶</a></dt>
+<dd><p>Reset background colormap</p>
+</dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="tabulous.commands.column.reset_text_colormap">
+<span class="sig-prename descclassname"><span class="pre">tabulous.commands.column.</span></span><span class="sig-name descname"><span class="pre">reset_text_colormap</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../_modules/tabulous/commands/column.html#reset_text_colormap"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.column.reset_text_colormap" title="Permalink to this definition">¶</a></dt>
+<dd><p>Reset text colormap</p>
+</dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="tabulous.commands.column.reset_text_formatter">
+<span class="sig-prename descclassname"><span class="pre">tabulous.commands.column.</span></span><span class="sig-name descname"><span class="pre">reset_text_formatter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../_modules/tabulous/commands/column.html#reset_text_formatter"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.column.reset_text_formatter" title="Permalink to this definition">¶</a></dt>
+<dd><p>Reset text formatter</p>
+</dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="tabulous.commands.column.set_background_colormap">
+<span class="sig-prename descclassname"><span class="pre">tabulous.commands.column.</span></span><span class="sig-name descname"><span class="pre">set_background_colormap</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../_modules/tabulous/commands/column.html#set_background_colormap"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.column.set_background_colormap" title="Permalink to this definition">¶</a></dt>
+<dd><p>Set background colormap to a column</p>
+</dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="tabulous.commands.column.set_background_colormap_opacity">
+<span class="sig-prename descclassname"><span class="pre">tabulous.commands.column.</span></span><span class="sig-name descname"><span class="pre">set_background_colormap_opacity</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../_modules/tabulous/commands/column.html#set_background_colormap_opacity"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.column.set_background_colormap_opacity" title="Permalink to this definition">¶</a></dt>
+<dd><p>Set opacity to the background colormap</p>
+</dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="tabulous.commands.column.set_text_colormap">
+<span class="sig-prename descclassname"><span class="pre">tabulous.commands.column.</span></span><span class="sig-name descname"><span class="pre">set_text_colormap</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../_modules/tabulous/commands/column.html#set_text_colormap"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.column.set_text_colormap" title="Permalink to this definition">¶</a></dt>
+<dd><p>Set text colormap to a column</p>
+</dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="tabulous.commands.column.set_text_colormap_opacity">
+<span class="sig-prename descclassname"><span class="pre">tabulous.commands.column.</span></span><span class="sig-name descname"><span class="pre">set_text_colormap_opacity</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../_modules/tabulous/commands/column.html#set_text_colormap_opacity"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.column.set_text_colormap_opacity" title="Permalink to this definition">¶</a></dt>
+<dd><p>Set opacity to the text colormap</p>
+</dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="tabulous.commands.column.set_text_formatter">
+<span class="sig-prename descclassname"><span class="pre">tabulous.commands.column.</span></span><span class="sig-name descname"><span class="pre">set_text_formatter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../_modules/tabulous/commands/column.html#set_text_formatter"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.column.set_text_formatter" title="Permalink to this definition">¶</a></dt>
+<dd><p>Set text formatter</p>
+</dd></dl>
+
 </section>
 <section id="module-tabulous.commands.file">
 <span id="tabulous-commands-file-module"></span><h2>tabulous.commands.file module<a class="headerlink" href="#module-tabulous.commands.file" title="Permalink to this headline">¶</a></h2>
@@ -364,6 +441,18 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <dd><p>Copy as new table</p>
 </dd></dl>
 
+<dl class="py function">
+<dt class="sig sig-object py" id="tabulous.commands.selection.copy_as_rst_grid">
+<span class="sig-prename descclassname"><span class="pre">tabulous.commands.selection.</span></span><span class="sig-name descname"><span class="pre">copy_as_rst_grid</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/tabulous/commands/selection.html#copy_as_rst_grid"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.selection.copy_as_rst_grid" title="Permalink to this definition">¶</a></dt>
+<dd><p>Copy as reStructuredText (rst) grid table</p>
+</dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="tabulous.commands.selection.copy_as_rst_simple">
+<span class="sig-prename descclassname"><span class="pre">tabulous.commands.selection.</span></span><span class="sig-name descname"><span class="pre">copy_as_rst_simple</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/tabulous/commands/selection.html#copy_as_rst_simple"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.selection.copy_as_rst_simple" title="Permalink to this definition">¶</a></dt>
+<dd><p>Copy as reStructuredText (rst) simple table</p>
+</dd></dl>
+
 <dl class="py function">
 <dt class="sig sig-object py" id="tabulous.commands.selection.copy_data_comma_separated">
 <span class="sig-prename descclassname"><span class="pre">tabulous.commands.selection.</span></span><span class="sig-name descname"><span class="pre">copy_data_comma_separated</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/tabulous/commands/selection.html#copy_data_comma_separated"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.selection.copy_data_comma_separated" title="Permalink to this definition">¶</a></dt>
@@ -413,8 +502,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 </dd></dl>
 
 <dl class="py function">
-<dt class="sig sig-object py" id="tabulous.commands.selection.filter_by_column">
-<span class="sig-prename descclassname"><span class="pre">tabulous.commands.selection.</span></span><span class="sig-name descname"><span class="pre">filter_by_column</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../_modules/tabulous/commands/selection.html#filter_by_column"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.selection.filter_by_column" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="tabulous.commands.selection.filter_by_columns">
+<span class="sig-prename descclassname"><span class="pre">tabulous.commands.selection.</span></span><span class="sig-name descname"><span class="pre">filter_by_columns</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../_modules/tabulous/commands/selection.html#filter_by_columns"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.selection.filter_by_columns" title="Permalink to this definition">¶</a></dt>
 <dd><p>Filter by a column</p>
 </dd></dl>
 
@@ -442,24 +531,30 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <dd><p>Insert a row below</p>
 </dd></dl>
 
-<dl class="py function">
-<dt class="sig sig-object py" id="tabulous.commands.selection.notify_editability">
-<span class="sig-prename descclassname"><span class="pre">tabulous.commands.selection.</span></span><span class="sig-name descname"><span class="pre">notify_editability</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/tabulous/commands/selection.html#notify_editability"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.selection.notify_editability" title="Permalink to this definition">¶</a></dt>
-<dd><p>Notify that current table is not editable.</p>
-</dd></dl>
-
 <dl class="py function">
 <dt class="sig sig-object py" id="tabulous.commands.selection.paste_data_comma_separated">
 <span class="sig-prename descclassname"><span class="pre">tabulous.commands.selection.</span></span><span class="sig-name descname"><span class="pre">paste_data_comma_separated</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/tabulous/commands/selection.html#paste_data_comma_separated"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.selection.paste_data_comma_separated" title="Permalink to this definition">¶</a></dt>
 <dd><p>Paste from comma separated text</p>
 </dd></dl>
 
+<dl class="py function">
+<dt class="sig sig-object py" id="tabulous.commands.selection.paste_data_from_markdown">
+<span class="sig-prename descclassname"><span class="pre">tabulous.commands.selection.</span></span><span class="sig-name descname"><span class="pre">paste_data_from_markdown</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/tabulous/commands/selection.html#paste_data_from_markdown"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.selection.paste_data_from_markdown" title="Permalink to this definition">¶</a></dt>
+<dd><p>Paste from Markdown text</p>
+</dd></dl>
+
 <dl class="py function">
 <dt class="sig sig-object py" id="tabulous.commands.selection.paste_data_from_numpy_string">
 <span class="sig-prename descclassname"><span class="pre">tabulous.commands.selection.</span></span><span class="sig-name descname"><span class="pre">paste_data_from_numpy_string</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/tabulous/commands/selection.html#paste_data_from_numpy_string"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.selection.paste_data_from_numpy_string" title="Permalink to this definition">¶</a></dt>
 <dd><p>Paste from numpy-style text</p>
 </dd></dl>
 
+<dl class="py function">
+<dt class="sig sig-object py" id="tabulous.commands.selection.paste_data_from_rst">
+<span class="sig-prename descclassname"><span class="pre">tabulous.commands.selection.</span></span><span class="sig-name descname"><span class="pre">paste_data_from_rst</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/tabulous/commands/selection.html#paste_data_from_rst"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.selection.paste_data_from_rst" title="Permalink to this definition">¶</a></dt>
+<dd><p>Paste from reStructuredText (rst) table</p>
+</dd></dl>
+
 <dl class="py function">
 <dt class="sig sig-object py" id="tabulous.commands.selection.paste_data_tab_separated">
 <span class="sig-prename descclassname"><span class="pre">tabulous.commands.selection.</span></span><span class="sig-name descname"><span class="pre">paste_data_tab_separated</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/tabulous/commands/selection.html#paste_data_tab_separated"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.selection.paste_data_tab_separated" title="Permalink to this definition">¶</a></dt>
@@ -490,54 +585,18 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <dd><p>Remove selected rows</p>
 </dd></dl>
 
-<dl class="py function">
-<dt class="sig sig-object py" id="tabulous.commands.selection.reset_background_colormap">
-<span class="sig-prename descclassname"><span class="pre">tabulous.commands.selection.</span></span><span class="sig-name descname"><span class="pre">reset_background_colormap</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../_modules/tabulous/commands/selection.html#reset_background_colormap"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.selection.reset_background_colormap" title="Permalink to this definition">¶</a></dt>
-<dd><p>Reset background colormap</p>
-</dd></dl>
-
-<dl class="py function">
-<dt class="sig sig-object py" id="tabulous.commands.selection.reset_foreground_colormap">
-<span class="sig-prename descclassname"><span class="pre">tabulous.commands.selection.</span></span><span class="sig-name descname"><span class="pre">reset_foreground_colormap</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../_modules/tabulous/commands/selection.html#reset_foreground_colormap"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.selection.reset_foreground_colormap" title="Permalink to this definition">¶</a></dt>
-<dd><p>Reset foreground colormap</p>
-</dd></dl>
-
-<dl class="py function">
-<dt class="sig sig-object py" id="tabulous.commands.selection.reset_text_formatter">
-<span class="sig-prename descclassname"><span class="pre">tabulous.commands.selection.</span></span><span class="sig-name descname"><span class="pre">reset_text_formatter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../_modules/tabulous/commands/selection.html#reset_text_formatter"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.selection.reset_text_formatter" title="Permalink to this definition">¶</a></dt>
-<dd><p>Reset text formatter</p>
-</dd></dl>
-
 <dl class="py function">
 <dt class="sig sig-object py" id="tabulous.commands.selection.select_all">
 <span class="sig-prename descclassname"><span class="pre">tabulous.commands.selection.</span></span><span class="sig-name descname"><span class="pre">select_all</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/tabulous/commands/selection.html#select_all"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.selection.select_all" title="Permalink to this definition">¶</a></dt>
 <dd><p>Select all the cells</p>
 </dd></dl>
 
-<dl class="py function">
-<dt class="sig sig-object py" id="tabulous.commands.selection.set_background_colormap">
-<span class="sig-prename descclassname"><span class="pre">tabulous.commands.selection.</span></span><span class="sig-name descname"><span class="pre">set_background_colormap</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../_modules/tabulous/commands/selection.html#set_background_colormap"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.selection.set_background_colormap" title="Permalink to this definition">¶</a></dt>
-<dd><p>Set background colormap to a column</p>
-</dd></dl>
-
 <dl class="py function">
 <dt class="sig sig-object py" id="tabulous.commands.selection.set_column_dtype">
 <span class="sig-prename descclassname"><span class="pre">tabulous.commands.selection.</span></span><span class="sig-name descname"><span class="pre">set_column_dtype</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/tabulous/commands/selection.html#set_column_dtype"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.selection.set_column_dtype" title="Permalink to this definition">¶</a></dt>
 <dd><p>Set column specific dtype for data conversion and validation.</p>
 </dd></dl>
 
-<dl class="py function">
-<dt class="sig sig-object py" id="tabulous.commands.selection.set_foreground_colormap">
-<span class="sig-prename descclassname"><span class="pre">tabulous.commands.selection.</span></span><span class="sig-name descname"><span class="pre">set_foreground_colormap</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../_modules/tabulous/commands/selection.html#set_foreground_colormap"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.selection.set_foreground_colormap" title="Permalink to this definition">¶</a></dt>
-<dd><p>Set foreground colormap to a column</p>
-</dd></dl>
-
-<dl class="py function">
-<dt class="sig sig-object py" id="tabulous.commands.selection.set_text_formatter">
-<span class="sig-prename descclassname"><span class="pre">tabulous.commands.selection.</span></span><span class="sig-name descname"><span class="pre">set_text_formatter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../_modules/tabulous/commands/selection.html#set_text_formatter"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.selection.set_text_formatter" title="Permalink to this definition">¶</a></dt>
-<dd><p>Set text formatter</p>
-</dd></dl>
-
 <dl class="py function">
 <dt class="sig sig-object py" id="tabulous.commands.selection.show_context_menu">
 <span class="sig-prename descclassname"><span class="pre">tabulous.commands.selection.</span></span><span class="sig-name descname"><span class="pre">show_context_menu</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/tabulous/commands/selection.html#show_context_menu"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.selection.show_context_menu" title="Permalink to this definition">¶</a></dt>
@@ -551,15 +610,15 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 </dd></dl>
 
 <dl class="py function">
-<dt class="sig sig-object py" id="tabulous.commands.selection.sort_by_column_ascending">
-<span class="sig-prename descclassname"><span class="pre">tabulous.commands.selection.</span></span><span class="sig-name descname"><span class="pre">sort_by_column_ascending</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../_modules/tabulous/commands/selection.html#sort_by_column_ascending"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.selection.sort_by_column_ascending" title="Permalink to this definition">¶</a></dt>
-<dd><p>Sort by column(s) in ascending order</p>
+<dt class="sig sig-object py" id="tabulous.commands.selection.sort_by_columns">
+<span class="sig-prename descclassname"><span class="pre">tabulous.commands.selection.</span></span><span class="sig-name descname"><span class="pre">sort_by_columns</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../_modules/tabulous/commands/selection.html#sort_by_columns"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.selection.sort_by_columns" title="Permalink to this definition">¶</a></dt>
+<dd><p>Sort by column(s)</p>
 </dd></dl>
 
 <dl class="py function">
-<dt class="sig sig-object py" id="tabulous.commands.selection.sort_by_column_descending">
-<span class="sig-prename descclassname"><span class="pre">tabulous.commands.selection.</span></span><span class="sig-name descname"><span class="pre">sort_by_column_descending</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../_modules/tabulous/commands/selection.html#sort_by_column_descending"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.selection.sort_by_column_descending" title="Permalink to this definition">¶</a></dt>
-<dd><p>Sort by column(s) in decending order</p>
+<dt class="sig sig-object py" id="tabulous.commands.selection.sort_inplace">
+<span class="sig-prename descclassname"><span class="pre">tabulous.commands.selection.</span></span><span class="sig-name descname"><span class="pre">sort_inplace</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../_modules/tabulous/commands/selection.html#sort_inplace"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.selection.sort_inplace" title="Permalink to this definition">¶</a></dt>
+<dd><p>Sort table data inplace</p>
 </dd></dl>
 
 <dl class="py function">
@@ -705,6 +764,12 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <dd><p>Reset proxy (sort/filter)</p>
 </dd></dl>
 
+<dl class="py function">
+<dt class="sig sig-object py" id="tabulous.commands.table.resize_cells_to_contents">
+<span class="sig-prename descclassname"><span class="pre">tabulous.commands.table.</span></span><span class="sig-name descname"><span class="pre">resize_cells_to_contents</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/tabulous/commands/table.html#resize_cells_to_contents"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.table.resize_cells_to_contents" title="Permalink to this definition">¶</a></dt>
+<dd><p>Resize cells to contents</p>
+</dd></dl>
+
 <dl class="py function">
 <dt class="sig sig-object py" id="tabulous.commands.table.round">
 <span class="sig-prename descclassname"><span class="pre">tabulous.commands.table.</span></span><span class="sig-name descname"><span class="pre">round</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/tabulous/commands/table.html#round"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.table.round" title="Permalink to this definition">¶</a></dt>
@@ -777,6 +842,12 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 </section>
 <section id="module-tabulous.commands.window">
 <span id="tabulous-commands-window-module"></span><h2>tabulous.commands.window module<a class="headerlink" href="#module-tabulous.commands.window" title="Permalink to this headline">¶</a></h2>
+<dl class="py function">
+<dt class="sig sig-object py" id="tabulous.commands.window.add_text_edit">
+<span class="sig-prename descclassname"><span class="pre">tabulous.commands.window.</span></span><span class="sig-name descname"><span class="pre">add_text_edit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/tabulous/commands/window.html#add_text_edit"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.window.add_text_edit" title="Permalink to this definition">¶</a></dt>
+<dd><p>Add a note (text edit) dock widget.</p>
+</dd></dl>
+
 <dl class="py function">
 <dt class="sig sig-object py" id="tabulous.commands.window.close_window">
 <span class="sig-prename descclassname"><span class="pre">tabulous.commands.window.</span></span><span class="sig-name descname"><span class="pre">close_window</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">viewer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableViewerBase</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/tabulous/commands/window.html#close_window"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.commands.window.close_window" title="Permalink to this definition">¶</a></dt>
diff --git a/docs/apidoc/tabulous.html b/docs/apidoc/tabulous.html
index d27a7113..e9e3e836 100644
--- a/docs/apidoc/tabulous.html
+++ b/docs/apidoc/tabulous.html
@@ -4,9 +4,10 @@
   <meta charset="utf-8" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>tabulous package &mdash; tabulous 0.4.0rc0 documentation</title>
+  <title>tabulous package &mdash; tabulous 0.4.0 documentation</title>
       <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
       <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+      <link rel="stylesheet" href="../_static/font.css" type="text/css" />
   <!--[if lt IE 9]>
     <script src="../_static/js/html5shiv.min.js"></script>
   <![endif]-->
@@ -30,7 +31,7 @@
             <a href="../index.html" class="icon icon-home"> tabulous
           </a>
               <div class="version">
-                0.4.0rc0
+                0.4.0
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
@@ -48,10 +49,11 @@
 <li class="toctree-l1"><a class="reference internal" href="../main/selections.html">Table Selections and Highlights</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../main/sort_filter.html">Sort/Filter Table Data</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../main/columnwise_settings.html">Column-wise Settings</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../main/table_advanced.html">Working with Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../main/table_fields.html">Field Attributes of Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../main/table_view_mode.html">View Tables in Different Modes</a></li>
 </ul>
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="../main/dock_widget.html">Custom Dock widget</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../main/integrate_custom_widgets.html">Integrate Custom Widgets</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../main/non_mainwindow.html">Use Non-main Window Table Viewers</a></li>
 </ul>
 <ul class="current">
@@ -110,6 +112,7 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi
 <li class="toctree-l1"><a class="reference internal" href="tabulous.commands.html">tabulous.commands package</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="tabulous.commands.html#submodules">Submodules</a></li>
 <li class="toctree-l2"><a class="reference internal" href="tabulous.commands.html#module-tabulous.commands.analysis">tabulous.commands.analysis module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="tabulous.commands.html#module-tabulous.commands.column">tabulous.commands.column module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="tabulous.commands.html#module-tabulous.commands.file">tabulous.commands.file module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="tabulous.commands.html#module-tabulous.commands.plot">tabulous.commands.plot module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="tabulous.commands.html#module-tabulous.commands.selection">tabulous.commands.selection module</a></li>
@@ -121,8 +124,6 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="tabulous.widgets.html">tabulous.widgets package</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="tabulous.widgets.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="tabulous.widgets.html#module-tabulous.widgets.filtering">tabulous.widgets.filtering module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="tabulous.widgets.html#module-tabulous.widgets">Module contents</a></li>
 </ul>
 </li>
@@ -134,10 +135,131 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 </section>
 <section id="module-tabulous.color">
 <span id="tabulous-color-module"></span><h2>tabulous.color module<a class="headerlink" href="#module-tabulous.color" title="Permalink to this headline">¶</a></h2>
+<dl class="py class">
+<dt class="sig sig-object py" id="tabulous.color.BrightenedColormap">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">tabulous.color.</span></span><span class="sig-name descname"><span class="pre">BrightenedColormap</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">func</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">Callable</span><span class="p"><span class="pre">[</span></span><span class="p"><span class="pre">[</span></span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Iterable</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Mapping</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Iterable</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">factor</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/tabulous/color.html#BrightenedColormap"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.color.BrightenedColormap" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#tabulous.color.ConvertedColormap" title="tabulous.color.ConvertedColormap"><code class="xref py py-class docutils literal notranslate"><span class="pre">tabulous.color.ConvertedColormap</span></code></a></p>
+<dl class="py method">
+<dt class="sig sig-object py" id="tabulous.color.BrightenedColormap.from_colormap">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_colormap</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cmap</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">Callable</span><span class="p"><span class="pre">[</span></span><span class="p"><span class="pre">[</span></span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Iterable</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Mapping</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Iterable</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">factor</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">Callable</span><span class="p"><span class="pre">[</span></span><span class="p"><span class="pre">[</span></span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Iterable</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Mapping</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Iterable</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../_modules/tabulous/color.html#BrightenedColormap.from_colormap"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.color.BrightenedColormap.from_colormap" title="Permalink to this definition">¶</a></dt>
+<dd><p>Convert a colormap into an new one with given brightening factor.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="tabulous.color.ColorTuple">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">tabulous.color.</span></span><span class="sig-name descname"><span class="pre">ColorTuple</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">r</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">g</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">b</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">a</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">255</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/tabulous/color.html#ColorTuple"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.color.ColorTuple" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">NamedTuple</span></code></p>
+<p>8-bit color tuple.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="tabulous.color.ColorTuple.a">
+<span class="sig-name descname"><span class="pre">a</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">int</span></em><a class="headerlink" href="#tabulous.color.ColorTuple.a" title="Permalink to this definition">¶</a></dt>
+<dd><p>Alias for field number 3</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="tabulous.color.ColorTuple.b">
+<span class="sig-name descname"><span class="pre">b</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">int</span></em><a class="headerlink" href="#tabulous.color.ColorTuple.b" title="Permalink to this definition">¶</a></dt>
+<dd><p>Alias for field number 2</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="tabulous.color.ColorTuple.equals">
+<span class="sig-name descname"><span class="pre">equals</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">other</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/tabulous/color.html#ColorTuple.equals"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.color.ColorTuple.equals" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="tabulous.color.ColorTuple.from_hlsa">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_hlsa</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">hlsa</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#tabulous.color.ColorTuple" title="tabulous.color.ColorTuple"><span class="pre">tabulous.color.ColorTuple</span></a></span></span><a class="reference internal" href="../_modules/tabulous/color.html#ColorTuple.from_hlsa"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.color.ColorTuple.from_hlsa" title="Permalink to this definition">¶</a></dt>
+<dd><p>Create a ColorTuple from HSLA.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="tabulous.color.ColorTuple.from_hsva">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_hsva</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">hsva</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#tabulous.color.ColorTuple" title="tabulous.color.ColorTuple"><span class="pre">tabulous.color.ColorTuple</span></a></span></span><a class="reference internal" href="../_modules/tabulous/color.html#ColorTuple.from_hsva"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.color.ColorTuple.from_hsva" title="Permalink to this definition">¶</a></dt>
+<dd><p>Create a ColorTuple from HSVA.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="tabulous.color.ColorTuple.from_html">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_html</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">html</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#tabulous.color.ColorTuple" title="tabulous.color.ColorTuple"><span class="pre">tabulous.color.ColorTuple</span></a></span></span><a class="reference internal" href="../_modules/tabulous/color.html#ColorTuple.from_html"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.color.ColorTuple.from_html" title="Permalink to this definition">¶</a></dt>
+<dd><p>Create a ColorTuple from a HTML color string.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="tabulous.color.ColorTuple.g">
+<span class="sig-name descname"><span class="pre">g</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">int</span></em><a class="headerlink" href="#tabulous.color.ColorTuple.g" title="Permalink to this definition">¶</a></dt>
+<dd><p>Alias for field number 1</p>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="tabulous.color.ColorTuple.hlsa">
+<em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">hlsa</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">float</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">float</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">float</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">float</span><span class="p"><span class="pre">]</span></span></em><a class="headerlink" href="#tabulous.color.ColorTuple.hlsa" title="Permalink to this definition">¶</a></dt>
+<dd><p>Return the color as HSLA.</p>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="tabulous.color.ColorTuple.hsva">
+<em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">hsva</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">float</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">float</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">float</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">float</span><span class="p"><span class="pre">]</span></span></em><a class="headerlink" href="#tabulous.color.ColorTuple.hsva" title="Permalink to this definition">¶</a></dt>
+<dd><p>Return the color as HSVA.</p>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="tabulous.color.ColorTuple.html">
+<em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">html</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><a class="headerlink" href="#tabulous.color.ColorTuple.html" title="Permalink to this definition">¶</a></dt>
+<dd><p>Return a HTML color string.</p>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="tabulous.color.ColorTuple.opacity">
+<em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">opacity</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">float</span></em><a class="headerlink" href="#tabulous.color.ColorTuple.opacity" title="Permalink to this definition">¶</a></dt>
+<dd><p>Return the opacity as a float between 0 and 1.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="tabulous.color.ColorTuple.r">
+<span class="sig-name descname"><span class="pre">r</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">int</span></em><a class="headerlink" href="#tabulous.color.ColorTuple.r" title="Permalink to this definition">¶</a></dt>
+<dd><p>Alias for field number 0</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="tabulous.color.ConvertedColormap">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">tabulous.color.</span></span><span class="sig-name descname"><span class="pre">ConvertedColormap</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">func</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">Callable</span><span class="p"><span class="pre">[</span></span><span class="p"><span class="pre">[</span></span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Iterable</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Mapping</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Iterable</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/tabulous/color.html#ConvertedColormap"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.color.ConvertedColormap" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="tabulous.color.InvertedColormap">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">tabulous.color.</span></span><span class="sig-name descname"><span class="pre">InvertedColormap</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">func</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">Callable</span><span class="p"><span class="pre">[</span></span><span class="p"><span class="pre">[</span></span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Iterable</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Mapping</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Iterable</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/tabulous/color.html#InvertedColormap"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.color.InvertedColormap" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#tabulous.color.ConvertedColormap" title="tabulous.color.ConvertedColormap"><code class="xref py py-class docutils literal notranslate"><span class="pre">tabulous.color.ConvertedColormap</span></code></a></p>
+<dl class="py method">
+<dt class="sig sig-object py" id="tabulous.color.InvertedColormap.from_colormap">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_colormap</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cmap</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">Callable</span><span class="p"><span class="pre">[</span></span><span class="p"><span class="pre">[</span></span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Iterable</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Mapping</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Iterable</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">Callable</span><span class="p"><span class="pre">[</span></span><span class="p"><span class="pre">[</span></span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Iterable</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Mapping</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Iterable</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../_modules/tabulous/color.html#InvertedColormap.from_colormap"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.color.InvertedColormap.from_colormap" title="Permalink to this definition">¶</a></dt>
+<dd><p>Convert a colormap into return an inverted one.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="tabulous.color.OpacityColormap">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">tabulous.color.</span></span><span class="sig-name descname"><span class="pre">OpacityColormap</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">func</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">Callable</span><span class="p"><span class="pre">[</span></span><span class="p"><span class="pre">[</span></span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Iterable</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Mapping</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Iterable</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">opacity</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/tabulous/color.html#OpacityColormap"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.color.OpacityColormap" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#tabulous.color.ConvertedColormap" title="tabulous.color.ConvertedColormap"><code class="xref py py-class docutils literal notranslate"><span class="pre">tabulous.color.ConvertedColormap</span></code></a></p>
+<dl class="py method">
+<dt class="sig sig-object py" id="tabulous.color.OpacityColormap.from_colormap">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_colormap</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cmap</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">Callable</span><span class="p"><span class="pre">[</span></span><span class="p"><span class="pre">[</span></span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Iterable</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Mapping</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Iterable</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">opacity</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">Callable</span><span class="p"><span class="pre">[</span></span><span class="p"><span class="pre">[</span></span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Iterable</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Mapping</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Iterable</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../_modules/tabulous/color.html#OpacityColormap.from_colormap"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.color.OpacityColormap.from_colormap" title="Permalink to this definition">¶</a></dt>
+<dd><p>Convert a colormap into an new one with given alpha channel.</p>
+</dd></dl>
+
+</dd></dl>
+
 <dl class="py function">
 <dt class="sig sig-object py" id="tabulous.color.normalize_color">
-<span class="sig-prename descclassname"><span class="pre">tabulous.color.</span></span><span class="sig-name descname"><span class="pre">normalize_color</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">color</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">Iterable</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">int</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">int</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">int</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../_modules/tabulous/color.html#normalize_color"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.color.normalize_color" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<span class="sig-prename descclassname"><span class="pre">tabulous.color.</span></span><span class="sig-name descname"><span class="pre">normalize_color</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">color</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Iterable</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#tabulous.color.ColorTuple" title="tabulous.color.ColorTuple"><span class="pre">tabulous.color.ColorTuple</span></a></span></span><a class="reference internal" href="../_modules/tabulous/color.html#normalize_color"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.color.normalize_color" title="Permalink to this definition">¶</a></dt>
+<dd><p>Normalize a color-like object to a ColorTuple.</p>
+</dd></dl>
 
 <dl class="py function">
 <dt class="sig sig-object py" id="tabulous.color.rgba_to_str">
@@ -394,6 +516,12 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <span class="sig-name descname"><span class="pre">events</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">TableViewerSignal</span></em><a class="headerlink" href="#tabulous.TableViewerWidget.events" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
+<dl class="py property">
+<dt class="sig sig-object py" id="tabulous.TableViewerWidget.status">
+<em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">status</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><a class="headerlink" href="#tabulous.TableViewerWidget.status" title="Permalink to this definition">¶</a></dt>
+<dd><p>Return the statup tip</p>
+</dd></dl>
+
 </dd></dl>
 
 <dl class="py function">
diff --git a/docs/apidoc/tabulous.widgets.html b/docs/apidoc/tabulous.widgets.html
index bb2c9d94..9f28c9ef 100644
--- a/docs/apidoc/tabulous.widgets.html
+++ b/docs/apidoc/tabulous.widgets.html
@@ -4,9 +4,10 @@
   <meta charset="utf-8" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>tabulous.widgets package &mdash; tabulous 0.4.0rc0 documentation</title>
+  <title>tabulous.widgets package &mdash; tabulous 0.4.0 documentation</title>
       <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
       <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+      <link rel="stylesheet" href="../_static/font.css" type="text/css" />
   <!--[if lt IE 9]>
     <script src="../_static/js/html5shiv.min.js"></script>
   <![endif]-->
@@ -29,7 +30,7 @@
             <a href="../index.html" class="icon icon-home"> tabulous
           </a>
               <div class="version">
-                0.4.0rc0
+                0.4.0
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
@@ -47,10 +48,11 @@
 <li class="toctree-l1"><a class="reference internal" href="../main/selections.html">Table Selections and Highlights</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../main/sort_filter.html">Sort/Filter Table Data</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../main/columnwise_settings.html">Column-wise Settings</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../main/table_advanced.html">Working with Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../main/table_fields.html">Field Attributes of Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../main/table_view_mode.html">View Tables in Different Modes</a></li>
 </ul>
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="../main/dock_widget.html">Custom Dock widget</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../main/integrate_custom_widgets.html">Integrate Custom Widgets</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../main/non_mainwindow.html">Use Non-main Window Table Viewers</a></li>
 </ul>
 <ul class="current">
@@ -103,85 +105,6 @@
 
   <section id="tabulous-widgets-package">
 <h1>tabulous.widgets package<a class="headerlink" href="#tabulous-widgets-package" title="Permalink to this headline">¶</a></h1>
-<section id="submodules">
-<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2>
-</section>
-<section id="module-tabulous.widgets.filtering">
-<span id="tabulous-widgets-filtering-module"></span><h2>tabulous.widgets.filtering module<a class="headerlink" href="#module-tabulous.widgets.filtering" title="Permalink to this headline">¶</a></h2>
-<dl class="py class">
-<dt class="sig sig-object py" id="tabulous.widgets.filtering.ColumnFilter">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">tabulous.widgets.filtering.</span></span><span class="sig-name descname"><span class="pre">ColumnFilter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">func</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Callable</span><span class="p"><span class="pre">[</span></span><span class="p"><span class="pre">[</span></span><span class="pre">pd.DataFrame</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">pd.Series</span><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">repr</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/tabulous/widgets/filtering.html#ColumnFilter"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.widgets.filtering.ColumnFilter" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
-<p>A callable object compatible with DataFrame filter, specific to column based filter.</p>
-<dl class="py method">
-<dt class="sig sig-object py" id="tabulous.widgets.filtering.ColumnFilter.from_operator">
-<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_operator</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">operator_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Any</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">other</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Any</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#tabulous.widgets.filtering.ColumnFilter" title="tabulous.widgets.filtering.ColumnFilter"><span class="pre">tabulous.widgets.filtering.ColumnFilter</span></a></span></span><a class="reference internal" href="../_modules/tabulous/widgets/filtering.html#ColumnFilter.from_operator"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.widgets.filtering.ColumnFilter.from_operator" title="Permalink to this definition">¶</a></dt>
-<dd><p>Construct an instance from a operator.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>operator_name</strong> (<em>str</em>) – Name of operator, such as “__eq__”.</p></li>
-<li><p><strong>key</strong> (<em>Any</em>) – Target column name.</p></li>
-<li><p><strong>other</strong> (<em>Any</em>) – The other argument of the operator.</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p>An instance initialized with the given operator.</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p><a class="reference internal" href="#tabulous.widgets.filtering.ColumnFilter" title="tabulous.widgets.filtering.ColumnFilter">ColumnFilter</a></p>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="tabulous.widgets.filtering.FilterIndexer">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">tabulous.widgets.filtering.</span></span><span class="sig-name descname"><span class="pre">FilterIndexer</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table:</span> <span class="pre">TableBase</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">key:</span> <span class="pre">Any</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">current_filter:</span> <span class="pre">ColumnFilter</span> <span class="pre">|</span> <span class="pre">None</span> <span class="pre">|</span> <span class="pre">_Void</span> <span class="pre">=</span> <span class="pre">&lt;tabulous.widgets.filtering._Void</span> <span class="pre">object&gt;</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/tabulous/widgets/filtering.html#FilterIndexer"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.widgets.filtering.FilterIndexer" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
-<dl class="py method">
-<dt class="sig sig-object py" id="tabulous.widgets.filtering.FilterIndexer.chain">
-<span class="sig-name descname"><span class="pre">chain</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">other</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#tabulous.widgets.filtering.ColumnFilter" title="tabulous.widgets.filtering.ColumnFilter"><span class="pre">tabulous.widgets.filtering.ColumnFilter</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#tabulous.widgets.filtering.ColumnFilter" title="tabulous.widgets.filtering.ColumnFilter"><span class="pre">tabulous.widgets.filtering.ColumnFilter</span></a></span></span><a class="reference internal" href="../_modules/tabulous/widgets/filtering.html#FilterIndexer.chain"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.widgets.filtering.FilterIndexer.chain" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="tabulous.widgets.filtering.FilterIndexer.filter">
-<span class="sig-name descname"><span class="pre">filter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filter</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#tabulous.widgets.filtering.ColumnFilter" title="tabulous.widgets.filtering.ColumnFilter"><span class="pre">tabulous.widgets.filtering.ColumnFilter</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#tabulous.widgets.filtering.FilterIndexer" title="tabulous.widgets.filtering.FilterIndexer"><span class="pre">tabulous.widgets.filtering.FilterIndexer</span></a></span></span><a class="reference internal" href="../_modules/tabulous/widgets/filtering.html#FilterIndexer.filter"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.widgets.filtering.FilterIndexer.filter" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="tabulous.widgets.filtering.FilterProxy">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">tabulous.widgets.filtering.</span></span><span class="sig-name descname"><span class="pre">FilterProxy</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">TableBase</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/tabulous/widgets/filtering.html#FilterProxy"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.widgets.filtering.FilterProxy" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
-<p>A proxy of column-based DataFrame filtering.</p>
-<p>This object makes filtering of table easier. For instance, to filter a table
-by a column, you can do:
-&gt;&gt;&gt; table.filter[“a”] &lt; 5
-which is equivalent to
-&gt;&gt;&gt; table.filter = lambda df: df[“a”] &lt; 5</p>
-<dl class="py method">
-<dt class="sig sig-object py" id="tabulous.widgets.filtering.FilterProxy.array">
-<span class="sig-name descname"><span class="pre">array</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">pd.Series</span></span></span><a class="reference internal" href="../_modules/tabulous/widgets/filtering.html#FilterProxy.array"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#tabulous.widgets.filtering.FilterProxy.array" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py property">
-<dt class="sig sig-object py" id="tabulous.widgets.filtering.FilterProxy.func">
-<em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">func</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">ProxyType</span></em><a class="headerlink" href="#tabulous.widgets.filtering.FilterProxy.func" title="Permalink to this definition">¶</a></dt>
-<dd><p>Get the filter function.</p>
-</dd></dl>
-
-<dl class="py property">
-<dt class="sig sig-object py" id="tabulous.widgets.filtering.FilterProxy.table">
-<em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">table</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">TableBase</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#tabulous.widgets.filtering.FilterProxy.table" title="Permalink to this definition">¶</a></dt>
-<dd><p>Return the connected table.</p>
-</dd></dl>
-
-</dd></dl>
-
-</section>
 <section id="module-tabulous.widgets">
 <span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-tabulous.widgets" title="Permalink to this headline">¶</a></h2>
 </section>
diff --git a/docs/font.html b/docs/font.html
new file mode 100644
index 00000000..1d7f1a98
--- /dev/null
+++ b/docs/font.html
@@ -0,0 +1,116 @@
+<!DOCTYPE html>
+<html class="writer-html5" lang="en" >
+<head>
+  <meta charset="utf-8" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+
+  <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+  <title>&lt;no title&gt; &mdash; tabulous 0.4.0 documentation</title>
+      <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
+      <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
+      <link rel="stylesheet" href="_static/font.css" type="text/css" />
+  <!--[if lt IE 9]>
+    <script src="_static/js/html5shiv.min.js"></script>
+  <![endif]-->
+
+        <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
+        <script src="_static/jquery.js"></script>
+        <script src="_static/underscore.js"></script>
+        <script src="_static/doctools.js"></script>
+    <script src="_static/js/theme.js"></script>
+    <link rel="index" title="Index" href="genindex.html" />
+    <link rel="search" title="Search" href="search.html" />
+</head>
+
+<body class="wy-body-for-nav">
+  <div class="wy-grid-for-nav">
+    <nav data-toggle="wy-nav-shift" class="wy-nav-side">
+      <div class="wy-side-scroll">
+        <div class="wy-side-nav-search" >
+            <a href="index.html" class="icon icon-home"> tabulous
+          </a>
+              <div class="version">
+                0.4.0
+              </div>
+<div role="search">
+  <form id="rtd-search-form" class="wy-form" action="search.html" method="get">
+    <input type="text" name="q" placeholder="Search docs" />
+    <input type="hidden" name="check_keywords" value="yes" />
+    <input type="hidden" name="area" value="default" />
+  </form>
+</div>
+        </div><div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="Navigation menu">
+              <ul>
+<li class="toctree-l1"><a class="reference internal" href="main/quickstart.html">Quickstart</a></li>
+<li class="toctree-l1"><a class="reference internal" href="main/user_interface.html">User Interface</a></li>
+</ul>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="main/selections.html">Table Selections and Highlights</a></li>
+<li class="toctree-l1"><a class="reference internal" href="main/sort_filter.html">Sort/Filter Table Data</a></li>
+<li class="toctree-l1"><a class="reference internal" href="main/columnwise_settings.html">Column-wise Settings</a></li>
+<li class="toctree-l1"><a class="reference internal" href="main/table_fields.html">Field Attributes of Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="main/table_view_mode.html">View Tables in Different Modes</a></li>
+</ul>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="main/integrate_custom_widgets.html">Integrate Custom Widgets</a></li>
+<li class="toctree-l1"><a class="reference internal" href="main/non_mainwindow.html">Use Non-main Window Table Viewers</a></li>
+</ul>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="main/register_action.html">Register Custom Actions</a></li>
+<li class="toctree-l1"><a class="reference internal" href="main/cheat_sheet.html">Cheat Sheet for Napari Users</a></li>
+<li class="toctree-l1"><a class="reference internal" href="apidoc/modules.html">tabulous</a></li>
+</ul>
+
+        </div>
+      </div>
+    </nav>
+
+    <section data-toggle="wy-nav-shift" class="wy-nav-content-wrap"><nav class="wy-nav-top" aria-label="Mobile navigation menu" >
+          <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
+          <a href="index.html">tabulous</a>
+      </nav>
+
+      <div class="wy-nav-content">
+        <div class="rst-content">
+          <div role="navigation" aria-label="Page navigation">
+  <ul class="wy-breadcrumbs">
+      <li><a href="index.html" class="icon icon-home"></a> &raquo;</li>
+      <li>&lt;no title&gt;</li>
+      <li class="wy-breadcrumbs-aside">
+            <a href="_sources/font.rst.txt" rel="nofollow"> View page source</a>
+      </li>
+  </ul>
+  <hr/>
+</div>
+          <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
+           <div itemprop="articleBody">
+
+
+
+           </div>
+          </div>
+          <footer>
+
+  <hr/>
+
+  <div role="contentinfo">
+    <p>&#169; Copyright 2022, Hanjin Liu.</p>
+  </div>
+
+  Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
+    <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
+    provided by <a href="https://readthedocs.org">Read the Docs</a>.
+
+
+</footer>
+        </div>
+      </div>
+    </section>
+  </div>
+  <script>
+      jQuery(function () {
+          SphinxRtdTheme.Navigation.enable(true);
+      });
+  </script>
+
+</body>
+</html>
diff --git a/docs/genindex.html b/docs/genindex.html
index a87e952e..e266cfb0 100644
--- a/docs/genindex.html
+++ b/docs/genindex.html
@@ -3,9 +3,10 @@
 <head>
   <meta charset="utf-8" />
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Index &mdash; tabulous 0.4.0rc0 documentation</title>
+  <title>Index &mdash; tabulous 0.4.0 documentation</title>
       <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
       <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
+      <link rel="stylesheet" href="_static/font.css" type="text/css" />
   <!--[if lt IE 9]>
     <script src="_static/js/html5shiv.min.js"></script>
   <![endif]-->
@@ -27,7 +28,7 @@
             <a href="index.html" class="icon icon-home"> tabulous
           </a>
               <div class="version">
-                0.4.0rc0
+                0.4.0
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="search.html" method="get">
@@ -45,10 +46,11 @@
 <li class="toctree-l1"><a class="reference internal" href="main/selections.html">Table Selections and Highlights</a></li>
 <li class="toctree-l1"><a class="reference internal" href="main/sort_filter.html">Sort/Filter Table Data</a></li>
 <li class="toctree-l1"><a class="reference internal" href="main/columnwise_settings.html">Column-wise Settings</a></li>
-<li class="toctree-l1"><a class="reference internal" href="main/table_advanced.html">Working with Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="main/table_fields.html">Field Attributes of Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="main/table_view_mode.html">View Tables in Different Modes</a></li>
 </ul>
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="main/dock_widget.html">Custom Dock widget</a></li>
+<li class="toctree-l1"><a class="reference internal" href="main/integrate_custom_widgets.html">Integrate Custom Widgets</a></li>
 <li class="toctree-l1"><a class="reference internal" href="main/non_mainwindow.html">Use Non-main Window Table Viewers</a></li>
 </ul>
 <ul>
@@ -108,6 +110,8 @@ <h1 id="index">Index</h1>
 <h2 id="A">A</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="apidoc/tabulous.html#tabulous.color.ColorTuple.a">a (tabulous.color.ColorTuple attribute)</a>
+</li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.tab.activate_left">activate_left() (in module tabulous.commands.tab)</a>
 </li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.tab.activate_right">activate_right() (in module tabulous.commands.tab)</a>
@@ -120,10 +124,10 @@ <h2 id="A">A</h2>
 </li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.add_float_spinbox">add_float_spinbox() (in module tabulous.commands.selection)</a>
 </li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.add_highlight">add_highlight() (in module tabulous.commands.selection)</a>
 </li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.add_line_edit">add_line_edit() (in module tabulous.commands.selection)</a>
 </li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.add_radio_button">add_radio_button() (in module tabulous.commands.selection)</a>
@@ -131,10 +135,14 @@ <h2 id="A">A</h2>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.add_slider">add_slider() (in module tabulous.commands.selection)</a>
 </li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.add_spinbox">add_spinbox() (in module tabulous.commands.selection)</a>
+</li>
+      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.window.add_text_edit">add_text_edit() (in module tabulous.commands.window)</a>
 </li>
       <li><a href="apidoc/tabulous.html#tabulous.TableViewerWidget.add_widget">add_widget() (tabulous.TableViewerWidget method)</a>
 </li>
-      <li><a href="apidoc/tabulous.widgets.html#tabulous.widgets.filtering.FilterProxy.array">array() (tabulous.widgets.filtering.FilterProxy method)</a>
+      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.column.adjust_brightness_background_colormap">adjust_brightness_background_colormap() (in module tabulous.commands.column)</a>
+</li>
+      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.column.adjust_brightness_text_colormap">adjust_brightness_text_colormap() (in module tabulous.commands.column)</a>
 </li>
   </ul></td>
 </tr></table>
@@ -142,6 +150,8 @@ <h2 id="A">A</h2>
 <h2 id="B">B</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="apidoc/tabulous.html#tabulous.color.ColorTuple.b">b (tabulous.color.ColorTuple attribute)</a>
+</li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.plot.bar">bar() (in module tabulous.commands.plot)</a>
 </li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.plot.barplot">barplot() (in module tabulous.commands.plot)</a>
@@ -151,6 +161,8 @@ <h2 id="B">B</h2>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.plot.boxenplot">boxenplot() (in module tabulous.commands.plot)</a>
 </li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.plot.boxplot">boxplot() (in module tabulous.commands.plot)</a>
+</li>
+      <li><a href="apidoc/tabulous.html#tabulous.color.BrightenedColormap">BrightenedColormap (class in tabulous.color)</a>
 </li>
   </ul></td>
 </tr></table>
@@ -158,19 +170,19 @@ <h2 id="B">B</h2>
 <h2 id="C">C</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="apidoc/tabulous.widgets.html#tabulous.widgets.filtering.FilterIndexer.chain">chain() (tabulous.widgets.filtering.FilterIndexer method)</a>
-</li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.window.close_window">close_window() (in module tabulous.commands.window)</a>
 </li>
       <li><a href="apidoc/tabulous.html#tabulous.types.ItemInfo.col">col (tabulous.types.ItemInfo property)</a>
 </li>
-      <li><a href="apidoc/tabulous.html#tabulous.types.ItemInfo.column">column (tabulous.types.ItemInfo attribute)</a>
+      <li><a href="apidoc/tabulous.html#tabulous.color.ColorTuple">ColorTuple (class in tabulous.color)</a>
 </li>
-      <li><a href="apidoc/tabulous.widgets.html#tabulous.widgets.filtering.ColumnFilter">ColumnFilter (class in tabulous.widgets.filtering)</a>
+      <li><a href="apidoc/tabulous.html#tabulous.types.ItemInfo.column">column (tabulous.types.ItemInfo attribute)</a>
 </li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.plot.PlotInfo.columns">columns (tabulous.commands.plot.PlotInfo attribute)</a>
 </li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.table.concat">concat() (in module tabulous.commands.table)</a>
+</li>
+      <li><a href="apidoc/tabulous.html#tabulous.color.ConvertedColormap">ConvertedColormap (class in tabulous.color)</a>
 </li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.copy_as_html">copy_as_html() (in module tabulous.commands.selection)</a>
 </li>
@@ -180,11 +192,15 @@ <h2 id="C">C</h2>
 </li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.copy_as_markdown">copy_as_markdown() (in module tabulous.commands.selection)</a>
 </li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.copy_as_new_spreadsheet">copy_as_new_spreadsheet() (in module tabulous.commands.selection)</a>
 </li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.copy_as_new_table">copy_as_new_table() (in module tabulous.commands.selection)</a>
+</li>
+      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.copy_as_rst_grid">copy_as_rst_grid() (in module tabulous.commands.selection)</a>
+</li>
+      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.copy_as_rst_simple">copy_as_rst_simple() (in module tabulous.commands.selection)</a>
 </li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.table.copy_as_spreadsheet">copy_as_spreadsheet() (in module tabulous.commands.table)</a>
 </li>
@@ -231,6 +247,8 @@ <h2 id="E">E</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.edit_current">edit_current() (in module tabulous.commands.selection)</a>
+</li>
+      <li><a href="apidoc/tabulous.html#tabulous.color.ColorTuple.equals">equals() (tabulous.color.ColorTuple method)</a>
 </li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.plot.errorbar">errorbar() (in module tabulous.commands.plot)</a>
 </li>
@@ -254,27 +272,35 @@ <h2 id="F">F</h2>
 </li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.plot.fill_betweenx">fill_betweenx() (in module tabulous.commands.plot)</a>
 </li>
-      <li><a href="apidoc/tabulous.widgets.html#tabulous.widgets.filtering.FilterIndexer.filter">filter() (tabulous.widgets.filtering.FilterIndexer method)</a>
+      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.filter_by_columns">filter_by_columns() (in module tabulous.commands.selection)</a>
 </li>
-      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.filter_by_column">filter_by_column() (in module tabulous.commands.selection)</a>
+      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.window.focus_table">focus_table() (in module tabulous.commands.window)</a>
 </li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="apidoc/tabulous.widgets.html#tabulous.widgets.filtering.FilterIndexer">FilterIndexer (class in tabulous.widgets.filtering)</a>
+      <li><a href="apidoc/tabulous.html#tabulous.color.BrightenedColormap.from_colormap">from_colormap() (tabulous.color.BrightenedColormap class method)</a>
+
+      <ul>
+        <li><a href="apidoc/tabulous.html#tabulous.color.InvertedColormap.from_colormap">(tabulous.color.InvertedColormap class method)</a>
 </li>
-      <li><a href="apidoc/tabulous.widgets.html#tabulous.widgets.filtering.FilterProxy">FilterProxy (class in tabulous.widgets.filtering)</a>
+        <li><a href="apidoc/tabulous.html#tabulous.color.OpacityColormap.from_colormap">(tabulous.color.OpacityColormap class method)</a>
 </li>
-      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.window.focus_table">focus_table() (in module tabulous.commands.window)</a>
+      </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="apidoc/tabulous.html#tabulous.color.ColorTuple.from_hlsa">from_hlsa() (tabulous.color.ColorTuple class method)</a>
 </li>
-      <li><a href="apidoc/tabulous.widgets.html#tabulous.widgets.filtering.ColumnFilter.from_operator">from_operator() (tabulous.widgets.filtering.ColumnFilter class method)</a>
+      <li><a href="apidoc/tabulous.html#tabulous.color.ColorTuple.from_hsva">from_hsva() (tabulous.color.ColorTuple class method)</a>
 </li>
-      <li><a href="apidoc/tabulous.widgets.html#tabulous.widgets.filtering.FilterProxy.func">func (tabulous.widgets.filtering.FilterProxy property)</a>
+      <li><a href="apidoc/tabulous.html#tabulous.color.ColorTuple.from_html">from_html() (tabulous.color.ColorTuple class method)</a>
 </li>
   </ul></td>
 </tr></table>
 
 <h2 id="G">G</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="apidoc/tabulous.html#tabulous.color.ColorTuple.g">g (tabulous.color.ColorTuple attribute)</a>
+</li>
+  </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.table.groupby">groupby() (in module tabulous.commands.table)</a>
 </li>
@@ -285,10 +311,16 @@ <h2 id="H">H</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="apidoc/tabulous.html#tabulous.types.HeaderInfo">HeaderInfo (class in tabulous.types)</a>
+</li>
+      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.plot.hist">hist() (in module tabulous.commands.plot)</a>
 </li>
   </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.plot.hist">hist() (in module tabulous.commands.plot)</a>
+      <li><a href="apidoc/tabulous.html#tabulous.color.ColorTuple.hlsa">hlsa (tabulous.color.ColorTuple property)</a>
+</li>
+      <li><a href="apidoc/tabulous.html#tabulous.color.ColorTuple.hsva">hsva (tabulous.color.ColorTuple property)</a>
+</li>
+      <li><a href="apidoc/tabulous.html#tabulous.color.ColorTuple.html">html (tabulous.color.ColorTuple property)</a>
 </li>
   </ul></td>
 </tr></table>
@@ -304,11 +336,17 @@ <h2 id="I">I</h2>
 </li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.insert_row_above">insert_row_above() (in module tabulous.commands.selection)</a>
 </li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.insert_row_below">insert_row_below() (in module tabulous.commands.selection)</a>
 </li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="apidoc/tabulous.html#tabulous.types.ItemInfo.INSERTED">INSERTED (tabulous.types.ItemInfo attribute)</a>
+</li>
+      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.column.invert_background_colormap">invert_background_colormap() (in module tabulous.commands.column)</a>
+</li>
+      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.column.invert_text_colormap">invert_text_colormap() (in module tabulous.commands.column)</a>
+</li>
+      <li><a href="apidoc/tabulous.html#tabulous.color.InvertedColormap">InvertedColormap (class in tabulous.color)</a>
 </li>
       <li><a href="apidoc/tabulous.html#tabulous.types.ItemInfo">ItemInfo (class in tabulous.types)</a>
 </li>
@@ -335,6 +373,8 @@ <h2 id="M">M</h2>
         <li><a href="apidoc/tabulous.commands.html#module-tabulous.commands">tabulous.commands</a>
 </li>
         <li><a href="apidoc/tabulous.commands.html#module-tabulous.commands.analysis">tabulous.commands.analysis</a>
+</li>
+        <li><a href="apidoc/tabulous.commands.html#module-tabulous.commands.column">tabulous.commands.column</a>
 </li>
         <li><a href="apidoc/tabulous.commands.html#module-tabulous.commands.file">tabulous.commands.file</a>
 </li>
@@ -357,8 +397,6 @@ <h2 id="M">M</h2>
         <li><a href="apidoc/tabulous.html#module-tabulous.types">tabulous.types</a>
 </li>
         <li><a href="apidoc/tabulous.widgets.html#module-tabulous.widgets">tabulous.widgets</a>
-</li>
-        <li><a href="apidoc/tabulous.widgets.html#module-tabulous.widgets.filtering">tabulous.widgets.filtering</a>
 </li>
       </ul></li>
   </ul></td>
@@ -370,16 +408,14 @@ <h2 id="N">N</h2>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.plot.PlotInfo.names">names (tabulous.commands.plot.PlotInfo attribute)</a>
 </li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.plot.new_figure">new_figure() (in module tabulous.commands.plot)</a>
-</li>
-      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.table.new_spreadsheet">new_spreadsheet() (in module tabulous.commands.table)</a>
 </li>
   </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.table.new_spreadsheet">new_spreadsheet() (in module tabulous.commands.table)</a>
+</li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.window.new_window">new_window() (in module tabulous.commands.window)</a>
 </li>
       <li><a href="apidoc/tabulous.html#tabulous.color.normalize_color">normalize_color() (in module tabulous.color)</a>
-</li>
-      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.notify_editability">notify_editability() (in module tabulous.commands.selection)</a>
 </li>
   </ul></td>
 </tr></table>
@@ -393,6 +429,12 @@ <h2 id="O">O</h2>
         <li><a href="apidoc/tabulous.html#tabulous.types.ItemInfo.old_value">(tabulous.types.ItemInfo attribute)</a>
 </li>
       </ul></li>
+      <li><a href="apidoc/tabulous.html#tabulous.color.ColorTuple.opacity">opacity (tabulous.color.ColorTuple property)</a>
+</li>
+      <li><a href="apidoc/tabulous.html#tabulous.color.OpacityColormap">OpacityColormap (class in tabulous.color)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="apidoc/tabulous.html#tabulous.open_sample">open_sample() (in module tabulous)</a>
 
       <ul>
@@ -401,8 +443,6 @@ <h2 id="O">O</h2>
         <li><a href="apidoc/tabulous.html#tabulous.core.open_sample">(in module tabulous.core)</a>
 </li>
       </ul></li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.file.open_spreadsheet">open_spreadsheet() (in module tabulous.commands.file)</a>
 </li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.file.open_table">open_table() (in module tabulous.commands.file)</a>
@@ -414,13 +454,17 @@ <h2 id="P">P</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.paste_data_comma_separated">paste_data_comma_separated() (in module tabulous.commands.selection)</a>
+</li>
+      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.paste_data_from_markdown">paste_data_from_markdown() (in module tabulous.commands.selection)</a>
 </li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.paste_data_from_numpy_string">paste_data_from_numpy_string() (in module tabulous.commands.selection)</a>
 </li>
-      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.paste_data_tab_separated">paste_data_tab_separated() (in module tabulous.commands.selection)</a>
+      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.paste_data_from_rst">paste_data_from_rst() (in module tabulous.commands.selection)</a>
 </li>
   </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.paste_data_tab_separated">paste_data_tab_separated() (in module tabulous.commands.selection)</a>
+</li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.table.pivot">pivot() (in module tabulous.commands.table)</a>
 </li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.plot.plot">plot() (in module tabulous.commands.plot)</a>
@@ -433,6 +477,8 @@ <h2 id="P">P</h2>
 <h2 id="R">R</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="apidoc/tabulous.html#tabulous.color.ColorTuple.r">r (tabulous.color.ColorTuple attribute)</a>
+</li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.raise_slot_error">raise_slot_error() (in module tabulous.commands.selection)</a>
 </li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.table.random">random() (in module tabulous.commands.table)</a>
@@ -465,17 +511,19 @@ <h2 id="R">R</h2>
 </li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.tab.rename_tab">rename_tab() (in module tabulous.commands.tab)</a>
 </li>
-      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.reset_background_colormap">reset_background_colormap() (in module tabulous.commands.selection)</a>
+      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.column.reset_background_colormap">reset_background_colormap() (in module tabulous.commands.column)</a>
 </li>
       <li><a href="apidoc/tabulous.html#tabulous.TableViewer.reset_choices">reset_choices() (tabulous.TableViewer method)</a>
-</li>
-      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.reset_foreground_colormap">reset_foreground_colormap() (in module tabulous.commands.selection)</a>
 </li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.table.reset_proxy">reset_proxy() (in module tabulous.commands.table)</a>
 </li>
-      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.reset_text_formatter">reset_text_formatter() (in module tabulous.commands.selection)</a>
+      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.column.reset_text_colormap">reset_text_colormap() (in module tabulous.commands.column)</a>
+</li>
+      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.column.reset_text_formatter">reset_text_formatter() (in module tabulous.commands.column)</a>
 </li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.view.reset_view_mode">reset_view_mode() (in module tabulous.commands.view)</a>
+</li>
+      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.table.resize_cells_to_contents">resize_cells_to_contents() (in module tabulous.commands.table)</a>
 </li>
       <li><a href="apidoc/tabulous.html#tabulous.color.rgba_to_str">rgba_to_str() (in module tabulous.color)</a>
 </li>
@@ -497,7 +545,9 @@ <h2 id="S">S</h2>
 </li>
       <li><a href="apidoc/tabulous.html#tabulous.exceptions.SelectionRangeError">SelectionRangeError</a>
 </li>
-      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.set_background_colormap">set_background_colormap() (in module tabulous.commands.selection)</a>
+      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.column.set_background_colormap">set_background_colormap() (in module tabulous.commands.column)</a>
+</li>
+      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.column.set_background_colormap_opacity">set_background_colormap_opacity() (in module tabulous.commands.column)</a>
 </li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.set_column_dtype">set_column_dtype() (in module tabulous.commands.selection)</a>
 </li>
@@ -506,12 +556,14 @@ <h2 id="S">S</h2>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.view.set_dual_h_mode">set_dual_h_mode() (in module tabulous.commands.view)</a>
 </li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.view.set_dual_v_mode">set_dual_v_mode() (in module tabulous.commands.view)</a>
-</li>
-      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.set_foreground_colormap">set_foreground_colormap() (in module tabulous.commands.selection)</a>
 </li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.view.set_popup_mode">set_popup_mode() (in module tabulous.commands.view)</a>
 </li>
-      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.set_text_formatter">set_text_formatter() (in module tabulous.commands.selection)</a>
+      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.column.set_text_colormap">set_text_colormap() (in module tabulous.commands.column)</a>
+</li>
+      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.column.set_text_colormap_opacity">set_text_colormap_opacity() (in module tabulous.commands.column)</a>
+</li>
+      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.column.set_text_formatter">set_text_formatter() (in module tabulous.commands.column)</a>
 </li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.window.show_command_palette">show_command_palette() (in module tabulous.commands.window)</a>
 </li>
@@ -537,12 +589,16 @@ <h2 id="S">S</h2>
 </li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.shuffle_data_column_wise">shuffle_data_column_wise() (in module tabulous.commands.selection)</a>
 </li>
-      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.sort_by_column_ascending">sort_by_column_ascending() (in module tabulous.commands.selection)</a>
+      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.sort_by_columns">sort_by_columns() (in module tabulous.commands.selection)</a>
 </li>
-      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.sort_by_column_descending">sort_by_column_descending() (in module tabulous.commands.selection)</a>
+      <li><a href="apidoc/tabulous.commands.html#tabulous.commands.selection.sort_inplace">sort_inplace() (in module tabulous.commands.selection)</a>
 </li>
       <li><a href="apidoc/tabulous.html#tabulous.TableViewer.status">status (tabulous.TableViewer property)</a>
+
+      <ul>
+        <li><a href="apidoc/tabulous.html#tabulous.TableViewerWidget.status">(tabulous.TableViewerWidget property)</a>
 </li>
+      </ul></li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.plot.stripplot">stripplot() (in module tabulous.commands.plot)</a>
 </li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.analysis.summarize_table">summarize_table() (in module tabulous.commands.analysis)</a>
@@ -563,8 +619,6 @@ <h2 id="S">S</h2>
 <h2 id="T">T</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="apidoc/tabulous.widgets.html#tabulous.widgets.filtering.FilterProxy.table">table (tabulous.widgets.filtering.FilterProxy property)</a>
-</li>
       <li><a href="apidoc/tabulous.html#tabulous.types.TableColumn">TableColumn() (in module tabulous.types)</a>
 </li>
       <li><a href="apidoc/tabulous.html#tabulous.types.TableData">TableData() (in module tabulous.types)</a>
@@ -603,6 +657,13 @@ <h2 id="T">T</h2>
 
       <ul>
         <li><a href="apidoc/tabulous.commands.html#module-tabulous.commands.analysis">module</a>
+</li>
+      </ul></li>
+      <li>
+    tabulous.commands.column
+
+      <ul>
+        <li><a href="apidoc/tabulous.commands.html#module-tabulous.commands.column">module</a>
 </li>
       </ul></li>
       <li>
@@ -626,6 +687,8 @@ <h2 id="T">T</h2>
         <li><a href="apidoc/tabulous.commands.html#module-tabulous.commands.selection">module</a>
 </li>
       </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
       <li>
     tabulous.commands.tab
 
@@ -633,8 +696,6 @@ <h2 id="T">T</h2>
         <li><a href="apidoc/tabulous.commands.html#module-tabulous.commands.tab">module</a>
 </li>
       </ul></li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
       <li>
     tabulous.commands.table
 
@@ -682,13 +743,6 @@ <h2 id="T">T</h2>
 
       <ul>
         <li><a href="apidoc/tabulous.widgets.html#module-tabulous.widgets">module</a>
-</li>
-      </ul></li>
-      <li>
-    tabulous.widgets.filtering
-
-      <ul>
-        <li><a href="apidoc/tabulous.widgets.html#module-tabulous.widgets.filtering">module</a>
 </li>
       </ul></li>
       <li><a href="apidoc/tabulous.commands.html#tabulous.commands.tab.tile_tables">tile_tables() (in module tabulous.commands.tab)</a>
diff --git a/docs/index.html b/docs/index.html
index e80129ac..2827988e 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -4,9 +4,10 @@
   <meta charset="utf-8" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>tabulous &mdash; tabulous 0.4.0rc0 documentation</title>
+  <title>tabulous &mdash; tabulous 0.4.0 documentation</title>
       <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
       <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
+      <link rel="stylesheet" href="_static/font.css" type="text/css" />
   <!--[if lt IE 9]>
     <script src="_static/js/html5shiv.min.js"></script>
   <![endif]-->
@@ -29,7 +30,7 @@
             <a href="#" class="icon icon-home"> tabulous
           </a>
               <div class="version">
-                0.4.0rc0
+                0.4.0
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="search.html" method="get">
@@ -47,10 +48,11 @@
 <li class="toctree-l1"><a class="reference internal" href="main/selections.html">Table Selections and Highlights</a></li>
 <li class="toctree-l1"><a class="reference internal" href="main/sort_filter.html">Sort/Filter Table Data</a></li>
 <li class="toctree-l1"><a class="reference internal" href="main/columnwise_settings.html">Column-wise Settings</a></li>
-<li class="toctree-l1"><a class="reference internal" href="main/table_advanced.html">Working with Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="main/table_fields.html">Field Attributes of Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="main/table_view_mode.html">View Tables in Different Modes</a></li>
 </ul>
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="main/dock_widget.html">Custom Dock widget</a></li>
+<li class="toctree-l1"><a class="reference internal" href="main/integrate_custom_widgets.html">Integrate Custom Widgets</a></li>
 <li class="toctree-l1"><a class="reference internal" href="main/non_mainwindow.html">Use Non-main Window Table Viewers</a></li>
 </ul>
 <ul>
@@ -100,31 +102,11 @@ <h1>tabulous<a class="headerlink" href="#tabulous" title="Permalink to this head
 <h2>Tables<a class="headerlink" href="#tables" title="Permalink to this headline">¶</a></h2>
 <div class="toctree-wrapper compound">
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="main/selections.html">Table Selections and Highlights</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="main/selections.html#data-type-of-table-selections">Data Type of Table Selections</a></li>
-<li class="toctree-l2"><a class="reference internal" href="main/selections.html#catch-change-in-table-selections">Catch Change in Table Selections</a></li>
-<li class="toctree-l2"><a class="reference internal" href="main/selections.html#set-highlights">Set Highlights</a></li>
-</ul>
-</li>
-<li class="toctree-l1"><a class="reference internal" href="main/sort_filter.html">Sort/Filter Table Data</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="main/sort_filter.html#filtering">Filtering</a></li>
-<li class="toctree-l2"><a class="reference internal" href="main/sort_filter.html#sorting">Sorting</a></li>
-</ul>
-</li>
-<li class="toctree-l1"><a class="reference internal" href="main/columnwise_settings.html">Column-wise Settings</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="main/columnwise_settings.html#colormap">Colormap</a></li>
-<li class="toctree-l2"><a class="reference internal" href="main/columnwise_settings.html#validator">Validator</a></li>
-<li class="toctree-l2"><a class="reference internal" href="main/columnwise_settings.html#text-formatter">Text Formatter</a></li>
-<li class="toctree-l2"><a class="reference internal" href="main/columnwise_settings.html#typing-spreadsheet">Typing Spreadsheet</a></li>
-</ul>
-</li>
-<li class="toctree-l1"><a class="reference internal" href="main/table_advanced.html">Working with Tables</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="main/table_advanced.html#use-view-modes">Use View Modes</a></li>
-<li class="toctree-l2"><a class="reference internal" href="main/table_advanced.html#side-area">Side Area</a></li>
-<li class="toctree-l2"><a class="reference internal" href="main/table_advanced.html#overlay-widget">Overlay Widget</a></li>
-<li class="toctree-l2"><a class="reference internal" href="main/table_advanced.html#update-cell-values">Update Cell Values</a></li>
-</ul>
-</li>
+<li class="toctree-l1"><a class="reference internal" href="main/selections.html">Table Selections and Highlights</a></li>
+<li class="toctree-l1"><a class="reference internal" href="main/sort_filter.html">Sort/Filter Table Data</a></li>
+<li class="toctree-l1"><a class="reference internal" href="main/columnwise_settings.html">Column-wise Settings</a></li>
+<li class="toctree-l1"><a class="reference internal" href="main/table_fields.html">Field Attributes of Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="main/table_view_mode.html">View Tables in Different Modes</a></li>
 </ul>
 </div>
 </section>
@@ -132,17 +114,8 @@ <h2>Tables<a class="headerlink" href="#tables" title="Permalink to this headline
 <h2>Cooperate with Other Widgets<a class="headerlink" href="#cooperate-with-other-widgets" title="Permalink to this headline">¶</a></h2>
 <div class="toctree-wrapper compound">
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="main/dock_widget.html">Custom Dock widget</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="main/dock_widget.html#add-dock-widget">Add Dock Widget</a></li>
-<li class="toctree-l2"><a class="reference internal" href="main/dock_widget.html#use-magicgui-widget">Use Magicgui Widget</a></li>
-</ul>
-</li>
-<li class="toctree-l1"><a class="reference internal" href="main/non_mainwindow.html">Use Non-main Window Table Viewers</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="main/non_mainwindow.html#use-tableviewer-in-your-qt-widget">Use TableViewer in Your Qt Widget</a></li>
-<li class="toctree-l2"><a class="reference internal" href="main/non_mainwindow.html#use-tableviewer-with-magicgui">Use TableViewer with magicgui</a></li>
-<li class="toctree-l2"><a class="reference internal" href="main/non_mainwindow.html#use-tables-in-your-widget">Use Tables in Your Widget</a></li>
-</ul>
-</li>
+<li class="toctree-l1"><a class="reference internal" href="main/integrate_custom_widgets.html">Integrate Custom Widgets</a></li>
+<li class="toctree-l1"><a class="reference internal" href="main/non_mainwindow.html">Use Non-main Window Table Viewers</a></li>
 </ul>
 </div>
 </section>
diff --git a/docs/main/cheat_sheet.html b/docs/main/cheat_sheet.html
index 6ec81234..dd588b59 100644
--- a/docs/main/cheat_sheet.html
+++ b/docs/main/cheat_sheet.html
@@ -4,9 +4,10 @@
   <meta charset="utf-8" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Cheat Sheet for Napari Users &mdash; tabulous 0.4.0rc0 documentation</title>
+  <title>Cheat Sheet for Napari Users &mdash; tabulous 0.4.0 documentation</title>
       <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
       <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+      <link rel="stylesheet" href="../_static/font.css" type="text/css" />
   <!--[if lt IE 9]>
     <script src="../_static/js/html5shiv.min.js"></script>
   <![endif]-->
@@ -30,7 +31,7 @@
             <a href="../index.html" class="icon icon-home"> tabulous
           </a>
               <div class="version">
-                0.4.0rc0
+                0.4.0
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
@@ -48,10 +49,11 @@
 <li class="toctree-l1"><a class="reference internal" href="selections.html">Table Selections and Highlights</a></li>
 <li class="toctree-l1"><a class="reference internal" href="sort_filter.html">Sort/Filter Table Data</a></li>
 <li class="toctree-l1"><a class="reference internal" href="columnwise_settings.html">Column-wise Settings</a></li>
-<li class="toctree-l1"><a class="reference internal" href="table_advanced.html">Working with Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="table_fields.html">Field Attributes of Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="table_view_mode.html">View Tables in Different Modes</a></li>
 </ul>
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="dock_widget.html">Custom Dock widget</a></li>
+<li class="toctree-l1"><a class="reference internal" href="integrate_custom_widgets.html">Integrate Custom Widgets</a></li>
 <li class="toctree-l1"><a class="reference internal" href="non_mainwindow.html">Use Non-main Window Table Viewers</a></li>
 </ul>
 <ul class="current">
diff --git a/docs/main/columnwise_settings.html b/docs/main/columnwise_settings.html
index 2c7e44cf..faaee349 100644
--- a/docs/main/columnwise_settings.html
+++ b/docs/main/columnwise_settings.html
@@ -4,9 +4,10 @@
   <meta charset="utf-8" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Column-wise Settings &mdash; tabulous 0.4.0rc0 documentation</title>
+  <title>Column-wise Settings &mdash; tabulous 0.4.0 documentation</title>
       <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
       <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+      <link rel="stylesheet" href="../_static/font.css" type="text/css" />
   <!--[if lt IE 9]>
     <script src="../_static/js/html5shiv.min.js"></script>
   <![endif]-->
@@ -18,7 +19,7 @@
     <script src="../_static/js/theme.js"></script>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link rel="next" title="Working with Tables" href="table_advanced.html" />
+    <link rel="next" title="Field Attributes of Tables" href="table_fields.html" />
     <link rel="prev" title="Sort/Filter Table Data" href="sort_filter.html" />
 </head>
 
@@ -30,7 +31,7 @@
             <a href="../index.html" class="icon icon-home"> tabulous
           </a>
               <div class="version">
-                0.4.0rc0
+                0.4.0
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
@@ -51,7 +52,10 @@
 <li class="toctree-l2"><a class="reference internal" href="#colormap">Colormap</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="#use-colormap-functions">Use Colormap Functions</a></li>
 <li class="toctree-l3"><a class="reference internal" href="#use-dictionaries">Use Dictionaries</a></li>
+<li class="toctree-l3"><a class="reference internal" href="#use-matplotlib-colormaps">Use <code class="xref py py-mod docutils literal notranslate"><span class="pre">matplotlib</span></code> Colormaps</a></li>
+<li class="toctree-l3"><a class="reference internal" href="#interpolate-colors-to-define-colormaps">Interpolate Colors to Define Colormaps</a></li>
 <li class="toctree-l3"><a class="reference internal" href="#set-colormaps-in-gui">Set Colormaps in GUI</a></li>
+<li class="toctree-l3"><a class="reference internal" href="#update-colormaps">Update Colormaps</a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="#validator">Validator</a><ul>
@@ -65,12 +69,14 @@
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="#typing-spreadsheet">Typing Spreadsheet</a></li>
+<li class="toctree-l2"><a class="reference internal" href="#use-syntax-of-table-subset">Use Syntax of Table Subset</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="table_advanced.html">Working with Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="table_fields.html">Field Attributes of Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="table_view_mode.html">View Tables in Different Modes</a></li>
 </ul>
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="dock_widget.html">Custom Dock widget</a></li>
+<li class="toctree-l1"><a class="reference internal" href="integrate_custom_widgets.html">Integrate Custom Widgets</a></li>
 <li class="toctree-l1"><a class="reference internal" href="non_mainwindow.html">Use Non-main Window Table Viewers</a></li>
 </ul>
 <ul>
@@ -115,36 +121,47 @@ <h1>Column-wise Settings<a class="headerlink" href="#column-wise-settings" title
 <ul>
 <li><p><a class="reference internal" href="#use-colormap-functions" id="id2">Use Colormap Functions</a></p></li>
 <li><p><a class="reference internal" href="#use-dictionaries" id="id3">Use Dictionaries</a></p></li>
-<li><p><a class="reference internal" href="#set-colormaps-in-gui" id="id4">Set Colormaps in GUI</a></p></li>
+<li><p><a class="reference internal" href="#use-matplotlib-colormaps" id="id4">Use <code class="xref py py-mod docutils literal notranslate"><span class="pre">matplotlib</span></code> Colormaps</a></p></li>
+<li><p><a class="reference internal" href="#interpolate-colors-to-define-colormaps" id="id5">Interpolate Colors to Define Colormaps</a></p></li>
+<li><p><a class="reference internal" href="#set-colormaps-in-gui" id="id6">Set Colormaps in GUI</a></p></li>
+<li><p><a class="reference internal" href="#update-colormaps" id="id7">Update Colormaps</a></p></li>
 </ul>
 </li>
-<li><p><a class="reference internal" href="#validator" id="id5">Validator</a></p>
+<li><p><a class="reference internal" href="#validator" id="id8">Validator</a></p>
 <ul>
-<li><p><a class="reference internal" href="#set-validator-functions" id="id6">Set validator Functions</a></p></li>
+<li><p><a class="reference internal" href="#set-validator-functions" id="id9">Set validator Functions</a></p></li>
 </ul>
 </li>
-<li><p><a class="reference internal" href="#text-formatter" id="id7">Text Formatter</a></p>
+<li><p><a class="reference internal" href="#text-formatter" id="id10">Text Formatter</a></p>
 <ul>
-<li><p><a class="reference internal" href="#set-formatter-function" id="id8">Set formatter function</a></p></li>
-<li><p><a class="reference internal" href="#set-formatter-string" id="id9">Set formatter string</a></p></li>
-<li><p><a class="reference internal" href="#set-formatter-in-gui" id="id10">Set Formatter in GUI</a></p></li>
+<li><p><a class="reference internal" href="#set-formatter-function" id="id11">Set formatter function</a></p></li>
+<li><p><a class="reference internal" href="#set-formatter-string" id="id12">Set formatter string</a></p></li>
+<li><p><a class="reference internal" href="#set-formatter-in-gui" id="id13">Set Formatter in GUI</a></p></li>
 </ul>
 </li>
-<li><p><a class="reference internal" href="#typing-spreadsheet" id="id11">Typing Spreadsheet</a></p></li>
+<li><p><a class="reference internal" href="#typing-spreadsheet" id="id14">Typing Spreadsheet</a></p></li>
+<li><p><a class="reference internal" href="#use-syntax-of-table-subset" id="id15">Use Syntax of Table Subset</a></p></li>
 </ul>
 </div>
+<p>Each column-specific setting is stored as a <code class="docutils literal notranslate"><span class="pre">dict</span></code> like field.</p>
 <section id="colormap">
 <h2><a class="toc-backref" href="#id1">Colormap</a><a class="headerlink" href="#colormap" title="Permalink to this headline">¶</a></h2>
+<p>A “colormap” is a function that maps a value to a color. All the colormaps are stored in
+<code class="xref py py-attr docutils literal notranslate"><span class="pre">text_color</span></code> / <code class="xref py py-attr docutils literal notranslate"><span class="pre">background_color</span></code> fields.</p>
 <section id="use-colormap-functions">
 <h3><a class="toc-backref" href="#id2">Use Colormap Functions</a><a class="headerlink" href="#use-colormap-functions" title="Permalink to this headline">¶</a></h3>
-<p>The foreground color (text color) and the background color can be set for each column.
-You have to provide a colormap (function that maps values to colors) to do this. A colormap
-must return a RGBA array (0-255) or a standard color name.</p>
+<p>The text color and the background color can be set for each column.
+You can provide a custom colormap function to do this by <code class="xref py py-meth docutils literal notranslate"><span class="pre">set()</span></code> method of fields.
+A colormap function must return a RGBA array (0-255) or a standard color name.</p>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">viewer</span> <span class="o">=</span> <span class="n">TableViewer</span><span class="p">()</span>
-<span class="n">viewer</span><span class="o">.</span><span class="n">open_sample</span><span class="p">(</span><span class="s2">&quot;iris&quot;</span><span class="p">)</span>
+<span class="n">table</span> <span class="o">=</span> <span class="n">viewer</span><span class="o">.</span><span class="n">open_sample</span><span class="p">(</span><span class="s2">&quot;iris&quot;</span><span class="p">)</span>
+
+<span class="n">lmin</span> <span class="o">=</span> <span class="n">table</span><span class="o">.</span><span class="n">data</span><span class="p">[</span><span class="s2">&quot;sepal_length&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">min</span><span class="p">()</span>
+<span class="n">lmax</span> <span class="o">=</span> <span class="n">table</span><span class="o">.</span><span class="n">data</span><span class="p">[</span><span class="s2">&quot;sepal_length&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">max</span><span class="p">()</span>
+<span class="n">lrange</span> <span class="o">=</span> <span class="n">lmax</span> <span class="o">-</span> <span class="n">lmin</span>
 
 <span class="c1"># set a continuous colormap to the &quot;sepal_length&quot; column</span>
-<span class="nd">@table</span><span class="o">.</span><span class="n">foreground_colormap</span><span class="p">(</span><span class="s2">&quot;sepal_length&quot;</span><span class="p">)</span>
+<span class="nd">@table</span><span class="o">.</span><span class="n">text_color</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;sepal_length&quot;</span><span class="p">)</span>
 <span class="k">def</span> <span class="nf">_</span><span class="p">(</span><span class="n">x</span><span class="p">:</span> <span class="nb">float</span><span class="p">):</span>
     <span class="n">red</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="mi">255</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">255</span><span class="p">],</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">uint8</span><span class="p">)</span>
     <span class="n">blue</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">255</span><span class="p">,</span> <span class="mi">255</span><span class="p">],</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">uint8</span><span class="p">)</span>
@@ -152,12 +169,18 @@ <h3><a class="toc-backref" href="#id2">Use Colormap Functions</a><a class="heade
 </pre></div>
 </div>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="c1"># set a discrete colormap to the &quot;sepal_width&quot; column</span>
-<span class="nd">@table</span><span class="o">.</span><span class="n">background_colormap</span><span class="p">(</span><span class="s2">&quot;sepal_width&quot;</span><span class="p">)</span>
+<span class="nd">@table</span><span class="o">.</span><span class="n">background_color</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;sepal_width&quot;</span><span class="p">)</span>
 <span class="k">def</span> <span class="nf">_</span><span class="p">(</span><span class="n">x</span><span class="p">:</span> <span class="nb">float</span><span class="p">):</span>
     <span class="k">return</span> <span class="s2">&quot;green&quot;</span> <span class="k">if</span> <span class="n">x</span> <span class="o">&lt;</span> <span class="mf">3.2</span> <span class="k">else</span> <span class="s2">&quot;violet&quot;</span>
 </pre></div>
 </div>
 <img alt="../_images/colormap.png" src="../_images/colormap.png" />
+<p>Since the fields are <code class="docutils literal notranslate"><span class="pre">dict</span></code> like, you can refer to existing colormaps or set new ones.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="n">table</span><span class="o">.</span><span class="n">text_color</span><span class="p">[</span><span class="s2">&quot;sepal_length&quot;</span><span class="p">])</span>  <span class="c1"># get the colormap function</span>
+<span class="n">table</span><span class="o">.</span><span class="n">text_color</span><span class="p">[</span><span class="s2">&quot;sepal_length&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">new_cmap</span>  <span class="c1"># set a new colormap</span>
+<span class="k">del</span> <span class="n">table</span><span class="o">.</span><span class="n">text_color</span><span class="p">[</span><span class="s2">&quot;sepal_length&quot;</span><span class="p">]</span>  <span class="c1"># reset the existing colormap</span>
+</pre></div>
+</div>
 </section>
 <section id="use-dictionaries">
 <h3><a class="toc-backref" href="#id3">Use Dictionaries</a><a class="headerlink" href="#use-dictionaries" title="Permalink to this headline">¶</a></h3>
@@ -167,33 +190,117 @@ <h3><a class="toc-backref" href="#id3">Use Dictionaries</a><a class="headerlink"
     <span class="s2">&quot;versicolor&quot;</span><span class="p">:</span> <span class="s2">&quot;green&quot;</span><span class="p">,</span>
     <span class="s2">&quot;virginica&quot;</span><span class="p">:</span> <span class="s2">&quot;blue&quot;</span><span class="p">,</span>
 <span class="p">}</span>
-<span class="n">table</span><span class="o">.</span><span class="n">foreground_colormap</span><span class="p">(</span><span class="s2">&quot;species&quot;</span><span class="p">,</span> <span class="n">cmap</span><span class="p">)</span>  <span class="c1"># set cmap</span>
+<span class="c1"># set discrete colormap</span>
+<span class="n">table</span><span class="o">.</span><span class="n">text_color</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;species&quot;</span><span class="p">,</span> <span class="n">cmap</span><span class="p">)</span>
+<span class="c1"># or like this</span>
+<span class="n">table</span><span class="o">.</span><span class="n">text_color</span><span class="p">[</span><span class="s2">&quot;species&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">cmap</span>
+</pre></div>
+</div>
+</section>
+<section id="use-matplotlib-colormaps">
+<h3><a class="toc-backref" href="#id4">Use <code class="xref py py-mod docutils literal notranslate"><span class="pre">matplotlib</span></code> Colormaps</a><a class="headerlink" href="#use-matplotlib-colormaps" title="Permalink to this headline">¶</a></h3>
+<p>The colormap names defined in <code class="xref py py-mod docutils literal notranslate"><span class="pre">matplotlib</span></code> are available. Limits of the contrast
+will be defined by the mininum/maximum values of the column.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">table</span><span class="o">.</span><span class="n">text_color</span><span class="p">[</span><span class="s2">&quot;sepal_length&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="s2">&quot;inferno&quot;</span>
 </pre></div>
 </div>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>Since colormaps are defined continuously, data type of the column must be numbers,
+datetime or timedelta.</p>
+</div>
+</section>
+<section id="interpolate-colors-to-define-colormaps">
+<h3><a class="toc-backref" href="#id5">Interpolate Colors to Define Colormaps</a><a class="headerlink" href="#interpolate-colors-to-define-colormaps" title="Permalink to this headline">¶</a></h3>
+<p>In many cases, you’ll want to define your own colormap by supplying colors that
+represent the minimum/maximum values, or several colors with their corresponding
+values.</p>
+<p>The <code class="docutils literal notranslate"><span class="pre">interp_from</span></code> argument is useful for this purpose. A linearly segmented
+colormap will be defined .</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">viewer</span> <span class="o">=</span> <span class="n">TableViewer</span><span class="p">()</span>
+<span class="n">table</span> <span class="o">=</span> <span class="n">viewer</span><span class="o">.</span><span class="n">add_table</span><span class="p">({</span><span class="s2">&quot;value&quot;</span><span class="p">:</span> <span class="p">[</span><span class="o">-</span><span class="mi">3</span><span class="p">,</span> <span class="o">-</span><span class="mi">2</span><span class="p">,</span> <span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">]})</span>
+
+<span class="c1"># use value -&gt; color mapping</span>
+<span class="n">table</span><span class="o">.</span><span class="n">text_color</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;value&quot;</span><span class="p">,</span> <span class="n">interp_from</span><span class="o">=</span><span class="p">{</span><span class="o">-</span><span class="mi">3</span><span class="p">:</span> <span class="s2">&quot;blue&quot;</span><span class="p">,</span> <span class="mi">0</span><span class="p">:</span> <span class="s2">&quot;gray&quot;</span><span class="p">,</span> <span class="mi">3</span><span class="p">:</span> <span class="s2">&quot;red&quot;</span><span class="p">})</span>
+
+<span class="c1"># or a list of (value, color)</span>
+<span class="n">table</span><span class="o">.</span><span class="n">text_color</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;value&quot;</span><span class="p">,</span> <span class="n">interp_from</span><span class="o">=</span><span class="p">[(</span><span class="o">-</span><span class="mi">3</span><span class="p">,</span> <span class="s2">&quot;blue&quot;</span><span class="p">),</span> <span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="s2">&quot;gray&quot;</span><span class="p">),</span> <span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="s2">&quot;red&quot;</span><span class="p">)])</span>
+</pre></div>
+</div>
+<img alt="../_images/colormap_interpolate.png" src="../_images/colormap_interpolate.png" />
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>You can just pass a list of colors to define a equally divided colormap.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">table</span><span class="o">.</span><span class="n">text_color</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;value&quot;</span><span class="p">,</span> <span class="n">interp_from</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;blue&quot;</span><span class="p">,</span> <span class="s2">&quot;gray&quot;</span><span class="p">,</span> <span class="s2">&quot;red&quot;</span><span class="p">])</span>
+</pre></div>
+</div>
+<p>The simplest argument will be two colors, which represent minimum/maximum.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">table</span><span class="o">.</span><span class="n">text_color</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;value&quot;</span><span class="p">,</span> <span class="n">interp_from</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;blue&quot;</span><span class="p">,</span> <span class="s2">&quot;red&quot;</span><span class="p">])</span>
+</pre></div>
+</div>
+</div>
 </section>
 <section id="set-colormaps-in-gui">
-<h3><a class="toc-backref" href="#id4">Set Colormaps in GUI</a><a class="headerlink" href="#set-colormaps-in-gui" title="Permalink to this headline">¶</a></h3>
+<h3><a class="toc-backref" href="#id6">Set Colormaps in GUI</a><a class="headerlink" href="#set-colormaps-in-gui" title="Permalink to this headline">¶</a></h3>
 <p>Some basic colormaps are available in the right-click context menu of the columns,
-such as <code class="docutils literal notranslate"><span class="pre">Color</span> <span class="pre">&gt;</span> <span class="pre">Set</span> <span class="pre">foreground</span> <span class="pre">colormap</span></code>.</p>
+such as <span class="menu">Color &gt; Set background colormap</span>.</p>
+</section>
+<section id="update-colormaps">
+<h3><a class="toc-backref" href="#id7">Update Colormaps</a><a class="headerlink" href="#update-colormaps" title="Permalink to this headline">¶</a></h3>
+<p>There are several ways to update the existing colormap.</p>
+<ol class="arabic">
+<li><p>Update opacity</p>
+<blockquote>
+<div><p><code class="xref py py-meth docutils literal notranslate"><span class="pre">set_opacity()</span></code> method takes a value between 0 and 1 to changes the alpha
+channel of the output color.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">table</span><span class="o">.</span><span class="n">text_color</span><span class="o">.</span><span class="n">set_opacity</span><span class="p">(</span><span class="s2">&quot;A&quot;</span><span class="p">,</span> <span class="mf">0.5</span><span class="p">)</span>
+</pre></div>
+</div>
+</div></blockquote>
+</li>
+<li><p>Invert colormap</p>
+<blockquote>
+<div><p><code class="xref py py-meth docutils literal notranslate"><span class="pre">invert()</span></code> method invert the returned RGB value of the colormap.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">table</span><span class="o">.</span><span class="n">text_color</span><span class="o">.</span><span class="n">invert</span><span class="p">(</span><span class="s2">&quot;A&quot;</span><span class="p">)</span>
+</pre></div>
+</div>
+</div></blockquote>
+</li>
+<li><p>Adjust brightness of colormap</p>
+<blockquote>
+<div><p><code class="xref py py-meth docutils literal notranslate"><span class="pre">adjust_brightness()</span></code> takes a value between -1 and 1 to change the brightness
+of the current colormap.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">table</span><span class="o">.</span><span class="n">text_color</span><span class="o">.</span><span class="n">adjust_brightness</span><span class="p">(</span><span class="s2">&quot;A&quot;</span><span class="p">,</span> <span class="mf">0.5</span><span class="p">)</span>  <span class="c1"># brighter</span>
+<span class="n">table</span><span class="o">.</span><span class="n">text_color</span><span class="o">.</span><span class="n">adjust_brightness</span><span class="p">(</span><span class="s2">&quot;A&quot;</span><span class="p">,</span> <span class="o">-</span><span class="mf">0.5</span><span class="p">)</span>  <span class="c1"># darker</span>
+</pre></div>
+</div>
+</div></blockquote>
+</li>
+</ol>
 </section>
 </section>
 <section id="validator">
-<h2><a class="toc-backref" href="#id5">Validator</a><a class="headerlink" href="#validator" title="Permalink to this headline">¶</a></h2>
+<h2><a class="toc-backref" href="#id8">Validator</a><a class="headerlink" href="#validator" title="Permalink to this headline">¶</a></h2>
 <p>Simple data type conversion is sometimes not enough. To make editing data safer, you can
 customize the validator for each column.</p>
 <section id="set-validator-functions">
-<h3><a class="toc-backref" href="#id6">Set validator Functions</a><a class="headerlink" href="#set-validator-functions" title="Permalink to this headline">¶</a></h3>
+<h3><a class="toc-backref" href="#id9">Set validator Functions</a><a class="headerlink" href="#set-validator-functions" title="Permalink to this headline">¶</a></h3>
 <p>A validator function doesn’t care about the returned value. It should raise an exception
-if the input value is invalid.</p>
+if the input value is invalid. In following example, negative value is interpreted as
+invalid and the editor becomes red.</p>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">viewer</span> <span class="o">=</span> <span class="n">TableViewer</span><span class="p">()</span>
-<span class="n">viewer</span><span class="o">.</span><span class="n">add_table</span><span class="p">({</span><span class="s2">&quot;sample&quot;</span><span class="p">:</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">],</span> <span class="s2">&quot;volume&quot;</span><span class="p">:</span> <span class="p">[</span><span class="mf">0.</span><span class="p">,</span> <span class="mf">0.</span><span class="p">,</span> <span class="mf">0.</span><span class="p">]},</span> <span class="n">editable</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+<span class="n">table</span> <span class="o">=</span> <span class="n">viewer</span><span class="o">.</span><span class="n">add_table</span><span class="p">(</span>
+    <span class="p">{</span><span class="s2">&quot;sample&quot;</span><span class="p">:</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">],</span> <span class="s2">&quot;volume&quot;</span><span class="p">:</span> <span class="p">[</span><span class="mf">0.</span><span class="p">,</span> <span class="mf">0.</span><span class="p">,</span> <span class="mf">0.</span><span class="p">]},</span>
+    <span class="n">editable</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
+<span class="p">)</span>
 
-<span class="nd">@table</span><span class="o">.</span><span class="n">validator</span><span class="p">(</span><span class="s2">&quot;volume&quot;</span><span class="p">)</span>
+<span class="nd">@table</span><span class="o">.</span><span class="n">validator</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;volume&quot;</span><span class="p">)</span>
 <span class="k">def</span> <span class="nf">_</span><span class="p">(</span><span class="n">x</span><span class="p">:</span> <span class="nb">float</span><span class="p">):</span>
     <span class="k">if</span> <span class="n">x</span> <span class="o">&lt;</span> <span class="mi">0</span><span class="p">:</span>
         <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Volume must be positive.&quot;</span><span class="p">)</span>
 </pre></div>
 </div>
+<img alt="../_images/validator.png" src="../_images/validator.png" />
 <div class="admonition note">
 <p class="admonition-title">Note</p>
 <p>A <code class="xref py py-class docutils literal notranslate"><span class="pre">Table</span></code> object converts the input value to the data type of the column.
@@ -207,7 +314,7 @@ <h3><a class="toc-backref" href="#id6">Set validator Functions</a><a class="head
 </section>
 </section>
 <section id="text-formatter">
-<h2><a class="toc-backref" href="#id7">Text Formatter</a><a class="headerlink" href="#text-formatter" title="Permalink to this headline">¶</a></h2>
+<h2><a class="toc-backref" href="#id10">Text Formatter</a><a class="headerlink" href="#text-formatter" title="Permalink to this headline">¶</a></h2>
 <p>Text formatters are used to convert the values to strings without changing the data
 itself. This is useful for displaying data in a more readable format.</p>
 <div class="admonition note">
@@ -216,42 +323,50 @@ <h2><a class="toc-backref" href="#id7">Text Formatter</a><a class="headerlink" h
 take too much time to run.</p>
 </div>
 <section id="set-formatter-function">
-<h3><a class="toc-backref" href="#id8">Set formatter function</a><a class="headerlink" href="#set-formatter-function" title="Permalink to this headline">¶</a></h3>
+<h3><a class="toc-backref" href="#id11">Set formatter function</a><a class="headerlink" href="#set-formatter-function" title="Permalink to this headline">¶</a></h3>
 <p>As usual in this chapter, you can use functions that convert a value into a string
-as formatter function. The formatted strings are not necessary to satisfy the
-column specific validation including data type conversion.</p>
+as formatter function.</p>
+<ul class="simple">
+<li><p>The formatted strings do not affect the real data.</p></li>
+<li><p>The formatted strings are not necessary to satisfy the column specific validation
+including data type conversion.</p></li>
+</ul>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">viewer</span> <span class="o">=</span> <span class="n">TableViewer</span><span class="p">()</span>
-<span class="n">table</span> <span class="o">=</span> <span class="n">viewer</span><span class="o">.</span><span class="n">open_sample</span><span class="p">(</span><span class="s2">&quot;iris&quot;</span><span class="p">)</span>
+<span class="n">table</span> <span class="o">=</span> <span class="n">viewer</span><span class="o">.</span><span class="n">add_table</span><span class="p">({</span><span class="s2">&quot;length&quot;</span><span class="p">:</span> <span class="p">[</span><span class="mf">2.1</span><span class="p">,</span> <span class="mf">3.2</span><span class="p">,</span> <span class="mf">1.8</span><span class="p">,</span> <span class="mf">6.3</span><span class="p">]})</span>
 
-<span class="nd">@table</span><span class="o">.</span><span class="n">formatter</span><span class="p">(</span><span class="s2">&quot;sepal_length&quot;</span><span class="p">)</span>
+<span class="nd">@table</span><span class="o">.</span><span class="n">formatter</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;length&quot;</span><span class="p">)</span>
 <span class="k">def</span> <span class="nf">_</span><span class="p">(</span><span class="n">x</span><span class="p">:</span> <span class="nb">float</span><span class="p">):</span>
     <span class="k">return</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">x</span><span class="si">:</span><span class="s2">.2f</span><span class="si">}</span><span class="s2"> cm&quot;</span>
 </pre></div>
 </div>
+<img alt="../_images/formatter.png" src="../_images/formatter.png" />
 </section>
 <section id="set-formatter-string">
-<h3><a class="toc-backref" href="#id9">Set formatter string</a><a class="headerlink" href="#set-formatter-string" title="Permalink to this headline">¶</a></h3>
+<h3><a class="toc-backref" href="#id12">Set formatter string</a><a class="headerlink" href="#set-formatter-string" title="Permalink to this headline">¶</a></h3>
 <p>Instead of passing a function, you can also use a ready-to-be-formatted strings.</p>
-<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">table</span><span class="o">.</span><span class="n">formatter</span><span class="p">(</span><span class="s2">&quot;sepal_length&quot;</span><span class="p">,</span> <span class="s2">&quot;</span><span class="si">{:.2f}</span><span class="s2"> cm&quot;</span><span class="p">)</span>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">table</span><span class="o">.</span><span class="n">formatter</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;sepal_length&quot;</span><span class="p">,</span> <span class="s2">&quot;</span><span class="si">{:.2f}</span><span class="s2"> cm&quot;</span><span class="p">)</span>
+
+<span class="c1"># or use __setitem__</span>
+<span class="n">table</span><span class="o">.</span><span class="n">formatter</span><span class="p">[</span><span class="s2">&quot;sepal_length&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="s2">&quot;</span><span class="si">{:.2f}</span><span class="s2"> cm&quot;</span>
 </pre></div>
 </div>
 <p>Example above is identical to passing <code class="docutils literal notranslate"><span class="pre">&quot;{:.2f}</span> <span class="pre">cm&quot;.format</span></code>.</p>
 </section>
 <section id="set-formatter-in-gui">
-<h3><a class="toc-backref" href="#id10">Set Formatter in GUI</a><a class="headerlink" href="#set-formatter-in-gui" title="Permalink to this headline">¶</a></h3>
+<h3><a class="toc-backref" href="#id13">Set Formatter in GUI</a><a class="headerlink" href="#set-formatter-in-gui" title="Permalink to this headline">¶</a></h3>
 <p>Some basic formatters are available in the right-click context menu of the columns,
-such as <code class="docutils literal notranslate"><span class="pre">Formatter</span> <span class="pre">&gt;</span> <span class="pre">Set</span> <span class="pre">text</span> <span class="pre">formatter</span></code>. You’ll see a preview of the column in
+such as <span class="menu">Formatter &gt; Set text formatter</span>. You’ll see a preview of the column in
 the dialog.</p>
 </section>
 </section>
 <section id="typing-spreadsheet">
-<h2><a class="toc-backref" href="#id11">Typing Spreadsheet</a><a class="headerlink" href="#typing-spreadsheet" title="Permalink to this headline">¶</a></h2>
+<h2><a class="toc-backref" href="#id14">Typing Spreadsheet</a><a class="headerlink" href="#typing-spreadsheet" title="Permalink to this headline">¶</a></h2>
 <p>In a spreadsheet, data types are determined for each column based on its content
 because a spreadsheet is a string-based table data in general. This characteristic
 raises a problem of data type. This drawback is especially important when you want
 to use data types such as <code class="docutils literal notranslate"><span class="pre">datetime64</span></code> or <code class="docutils literal notranslate"><span class="pre">category</span></code>.</p>
-<p>To solve this problem, <code class="docutils literal notranslate"><span class="pre">SpreadSheet</span></code> implements a typing system on each column.
-You can tag any data types supported by <code class="docutils literal notranslate"><span class="pre">pandas</span></code> to each column, and optionally
+<p>To solve this problem, <code class="xref py py-class docutils literal notranslate"><span class="pre">SpreadSheet</span></code> implements a typing system on each column.
+You can tag any data types supported by <code class="xref py py-class docutils literal notranslate"><span class="pre">pandas</span></code> to each column, and optionally
 set validator functions appropriate for the data types.</p>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">viewer</span> <span class="o">=</span> <span class="n">TableViewer</span><span class="p">()</span>
 <span class="n">sheet</span> <span class="o">=</span> <span class="n">viewer</span><span class="o">.</span><span class="n">add_spreadsheet</span><span class="p">({</span><span class="s2">&quot;int&quot;</span><span class="p">:</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">],</span> <span class="s2">&quot;label&quot;</span><span class="p">:</span> <span class="p">[</span><span class="s2">&quot;a&quot;</span><span class="p">,</span> <span class="s2">&quot;b&quot;</span><span class="p">,</span> <span class="s2">&quot;c&quot;</span><span class="p">]})</span>
@@ -264,8 +379,8 @@ <h2><a class="toc-backref" href="#id11">Typing Spreadsheet</a><a class="headerli
 <span class="n">sheet</span><span class="o">.</span><span class="n">dtypes</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="nb">int</span><span class="o">=</span><span class="s2">&quot;int64&quot;</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;category&quot;</span><span class="p">)</span>
 
 <span class="c1"># set dtypes and default validators</span>
-<span class="n">sheet</span><span class="o">.</span><span class="n">dtypes</span><span class="o">.</span><span class="n">set_dtype</span><span class="p">(</span><span class="s2">&quot;int&quot;</span><span class="p">,</span> <span class="s2">&quot;int64&quot;</span><span class="p">)</span>
-<span class="n">sheet</span><span class="o">.</span><span class="n">dtypes</span><span class="o">.</span><span class="n">set_dtype</span><span class="p">(</span><span class="s2">&quot;label&quot;</span><span class="p">,</span> <span class="s2">&quot;category&quot;</span><span class="p">)</span>
+<span class="n">sheet</span><span class="o">.</span><span class="n">dtypes</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;int&quot;</span><span class="p">,</span> <span class="s2">&quot;int64&quot;</span><span class="p">)</span>
+<span class="n">sheet</span><span class="o">.</span><span class="n">dtypes</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;label&quot;</span><span class="p">,</span> <span class="s2">&quot;category&quot;</span><span class="p">)</span>
 </pre></div>
 </div>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">sheet</span><span class="o">.</span><span class="n">data</span><span class="o">.</span><span class="n">dtypes</span>
@@ -277,7 +392,31 @@ <h2><a class="toc-backref" href="#id11">Typing Spreadsheet</a><a class="headerli
 </pre></div>
 </div>
 <p>You can also set dtypes from GUI. Right-click the column header and select
-<code class="docutils literal notranslate"><span class="pre">Column</span> <span class="pre">dtype</span></code>.</p>
+<span class="menu">Column dtype</span>.</p>
+</section>
+<section id="use-syntax-of-table-subset">
+<h2><a class="toc-backref" href="#id15">Use Syntax of Table Subset</a><a class="headerlink" href="#use-syntax-of-table-subset" title="Permalink to this headline">¶</a></h2>
+<p>A <code class="xref py py-class docutils literal notranslate"><span class="pre">pd.Series</span></code>-like table subset, <code class="xref py py-class docutils literal notranslate"><span class="pre">TableSeries</span></code> can be obtained by
+indexing a table.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">sheet</span> <span class="o">=</span> <span class="n">viewer</span><span class="o">.</span><span class="n">open_sample</span><span class="p">(</span><span class="s2">&quot;iris&quot;</span><span class="p">)</span>
+<span class="n">sheet</span><span class="p">[</span><span class="s2">&quot;sepal_length&quot;</span><span class="p">]</span>
+</pre></div>
+</div>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="o">&lt;</span><span class="n">TableSeries</span><span class="o">&lt;</span><span class="s1">&#39;sepal_length&#39;</span><span class="o">&gt;</span> <span class="n">of</span> <span class="n">SpreadSheet</span><span class="o">&lt;</span><span class="s1">&#39;sheet&#39;</span><span class="o">&gt;&gt;</span>
+</pre></div>
+</div>
+<p><code class="xref py py-class docutils literal notranslate"><span class="pre">TableSeries</span></code> also as fields such as <code class="xref py py-attr docutils literal notranslate"><span class="pre">text_color</span></code> and <code class="xref py py-attr docutils literal notranslate"><span class="pre">formatter</span></code>
+and they can be considered as partial table fields.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="n">sheet</span><span class="p">[</span><span class="s2">&quot;sepal_length&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">formatter</span><span class="p">)</span>  <span class="c1"># get formatter function</span>
+<span class="n">sheet</span><span class="p">[</span><span class="s2">&quot;sepal_length&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">formatter</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{:</span><span class="s2">2f</span><span class="si">}</span><span class="s2"> cm&quot;</span>  <span class="c1"># set formatter</span>
+<span class="k">del</span> <span class="n">sheet</span><span class="p">[</span><span class="s2">&quot;sepal_length&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">formatter</span>  <span class="c1"># reset formatter</span>
+</pre></div>
+</div>
+<p>Colormap can also be updated this way.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">sheet</span><span class="p">[</span><span class="s2">&quot;sepal_length&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">background_color</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="n">interp_from</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;violet&quot;</span><span class="p">,</span> <span class="s2">&quot;teal&quot;</span><span class="p">])</span>
+<span class="n">sheet</span><span class="p">[</span><span class="s2">&quot;sepal_length&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">background_color</span><span class="o">.</span><span class="n">set_opacity</span><span class="p">(</span><span class="mf">0.5</span><span class="p">)</span>
+</pre></div>
+</div>
 </section>
 </section>
 
@@ -286,7 +425,7 @@ <h2><a class="toc-backref" href="#id11">Typing Spreadsheet</a><a class="headerli
           </div>
           <footer><div class="rst-footer-buttons" role="navigation" aria-label="Footer">
         <a href="sort_filter.html" class="btn btn-neutral float-left" title="Sort/Filter Table Data" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
-        <a href="table_advanced.html" class="btn btn-neutral float-right" title="Working with Tables" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
+        <a href="table_fields.html" class="btn btn-neutral float-right" title="Field Attributes of Tables" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
     </div>
 
   <hr/>
diff --git a/docs/main/integrate_custom_widgets.html b/docs/main/integrate_custom_widgets.html
new file mode 100644
index 00000000..8ff0ee1b
--- /dev/null
+++ b/docs/main/integrate_custom_widgets.html
@@ -0,0 +1,263 @@
+<!DOCTYPE html>
+<html class="writer-html5" lang="en" >
+<head>
+  <meta charset="utf-8" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+
+  <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+  <title>Integrate Custom Widgets &mdash; tabulous 0.4.0 documentation</title>
+      <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
+      <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+      <link rel="stylesheet" href="../_static/font.css" type="text/css" />
+  <!--[if lt IE 9]>
+    <script src="../_static/js/html5shiv.min.js"></script>
+  <![endif]-->
+
+        <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
+        <script src="../_static/jquery.js"></script>
+        <script src="../_static/underscore.js"></script>
+        <script src="../_static/doctools.js"></script>
+    <script src="../_static/js/theme.js"></script>
+    <link rel="index" title="Index" href="../genindex.html" />
+    <link rel="search" title="Search" href="../search.html" />
+    <link rel="next" title="Use Non-main Window Table Viewers" href="non_mainwindow.html" />
+    <link rel="prev" title="View Tables in Different Modes" href="table_view_mode.html" />
+</head>
+
+<body class="wy-body-for-nav">
+  <div class="wy-grid-for-nav">
+    <nav data-toggle="wy-nav-shift" class="wy-nav-side">
+      <div class="wy-side-scroll">
+        <div class="wy-side-nav-search" >
+            <a href="../index.html" class="icon icon-home"> tabulous
+          </a>
+              <div class="version">
+                0.4.0
+              </div>
+<div role="search">
+  <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
+    <input type="text" name="q" placeholder="Search docs" />
+    <input type="hidden" name="check_keywords" value="yes" />
+    <input type="hidden" name="area" value="default" />
+  </form>
+</div>
+        </div><div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="Navigation menu">
+              <ul>
+<li class="toctree-l1"><a class="reference internal" href="quickstart.html">Quickstart</a></li>
+<li class="toctree-l1"><a class="reference internal" href="user_interface.html">User Interface</a></li>
+</ul>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="selections.html">Table Selections and Highlights</a></li>
+<li class="toctree-l1"><a class="reference internal" href="sort_filter.html">Sort/Filter Table Data</a></li>
+<li class="toctree-l1"><a class="reference internal" href="columnwise_settings.html">Column-wise Settings</a></li>
+<li class="toctree-l1"><a class="reference internal" href="table_fields.html">Field Attributes of Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="table_view_mode.html">View Tables in Different Modes</a></li>
+</ul>
+<ul class="current">
+<li class="toctree-l1 current"><a class="current reference internal" href="#">Integrate Custom Widgets</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="#dock-widget-area">Dock Widget Area</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="#add-qt-widgets">Add Qt Widgets</a></li>
+<li class="toctree-l3"><a class="reference internal" href="#use-magicgui-widget">Use Magicgui Widget</a><ul>
+<li class="toctree-l4"><a class="reference internal" href="#basic-usage">Basic usage</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#tabulous-type-annotations"><code class="xref py py-mod docutils literal notranslate"><span class="pre">tabulous</span></code> type annotations</a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="#table-side-area">Table Side Area</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="#built-in-widgets">Built-in Widgets</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="#table-overlay-widget">Table Overlay Widget</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="non_mainwindow.html">Use Non-main Window Table Viewers</a></li>
+</ul>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="register_action.html">Register Custom Actions</a></li>
+<li class="toctree-l1"><a class="reference internal" href="cheat_sheet.html">Cheat Sheet for Napari Users</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../apidoc/modules.html">tabulous</a></li>
+</ul>
+
+        </div>
+      </div>
+    </nav>
+
+    <section data-toggle="wy-nav-shift" class="wy-nav-content-wrap"><nav class="wy-nav-top" aria-label="Mobile navigation menu" >
+          <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
+          <a href="../index.html">tabulous</a>
+      </nav>
+
+      <div class="wy-nav-content">
+        <div class="rst-content">
+          <div role="navigation" aria-label="Page navigation">
+  <ul class="wy-breadcrumbs">
+      <li><a href="../index.html" class="icon icon-home"></a> &raquo;</li>
+      <li>Integrate Custom Widgets</li>
+      <li class="wy-breadcrumbs-aside">
+            <a href="../_sources/main/integrate_custom_widgets.rst.txt" rel="nofollow"> View page source</a>
+      </li>
+  </ul>
+  <hr/>
+</div>
+          <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
+           <div itemprop="articleBody">
+
+  <section id="integrate-custom-widgets">
+<h1>Integrate Custom Widgets<a class="headerlink" href="#integrate-custom-widgets" title="Permalink to this headline">¶</a></h1>
+<div class="contents local topic" id="contents">
+<p class="topic-title">Contents</p>
+<ul class="simple">
+<li><p><a class="reference internal" href="#dock-widget-area" id="id1">Dock Widget Area</a></p></li>
+<li><p><a class="reference internal" href="#table-side-area" id="id2">Table Side Area</a></p></li>
+<li><p><a class="reference internal" href="#table-overlay-widget" id="id3">Table Overlay Widget</a></p></li>
+</ul>
+</div>
+<p>There are several places to integrate your custom widgets to <a class="reference internal" href="../apidoc/tabulous.html#module-tabulous" title="tabulous"><code class="xref py py-mod docutils literal notranslate"><span class="pre">tabulous</span></code></a> viewer.</p>
+<section id="dock-widget-area">
+<h2><a class="toc-backref" href="#id1">Dock Widget Area</a><a class="headerlink" href="#dock-widget-area" title="Permalink to this headline">¶</a></h2>
+<p>Dock widget areas are located outside the central table stack area. Widgets docked in
+this area are always visible in the same place no matter which table is activated.</p>
+<section id="add-qt-widgets">
+<h3>Add Qt Widgets<a class="headerlink" href="#add-qt-widgets" title="Permalink to this headline">¶</a></h3>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">qtpy.QtWidgets</span> <span class="kn">import</span> <span class="n">QWidget</span>
+
+<span class="k">class</span> <span class="nc">MyWidget</span><span class="p">(</span><span class="n">QWidget</span><span class="p">):</span>
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">parent</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+        <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="n">parent</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">setObjectName</span><span class="p">(</span><span class="s2">&quot;MyWidget&quot;</span><span class="p">)</span>
+
+<span class="n">widget</span> <span class="o">=</span> <span class="n">MyWidget</span><span class="p">()</span>
+<span class="n">viewer</span><span class="o">.</span><span class="n">add_dock_widget</span><span class="p">(</span><span class="n">widget</span><span class="p">)</span>
+</pre></div>
+</div>
+</section>
+<section id="use-magicgui-widget">
+<h3>Use Magicgui Widget<a class="headerlink" href="#use-magicgui-widget" title="Permalink to this headline">¶</a></h3>
+<section id="basic-usage">
+<h4>Basic usage<a class="headerlink" href="#basic-usage" title="Permalink to this headline">¶</a></h4>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">magicgui</span> <span class="kn">import</span> <span class="n">magicgui</span>
+
+<span class="nd">@magicgui</span>
+<span class="k">def</span> <span class="nf">f</span><span class="p">(</span><span class="n">tip</span><span class="p">:</span> <span class="nb">str</span><span class="p">):</span>
+    <span class="n">viewer</span><span class="o">.</span><span class="n">status</span> <span class="o">=</span> <span class="n">tip</span>
+
+<span class="n">viewer</span><span class="o">.</span><span class="n">add_dock_widget</span><span class="p">(</span><span class="n">f</span><span class="p">)</span>
+</pre></div>
+</div>
+</section>
+<section id="tabulous-type-annotations">
+<h4><a class="reference internal" href="../apidoc/tabulous.html#module-tabulous" title="tabulous"><code class="xref py py-mod docutils literal notranslate"><span class="pre">tabulous</span></code></a> type annotations<a class="headerlink" href="#tabulous-type-annotations" title="Permalink to this headline">¶</a></h4>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>In <code class="xref py py-mod docutils literal notranslate"><span class="pre">napari`</span></code>, you can use such as <code class="xref py py-mod docutils literal notranslate"><span class="pre">ImageData</span></code> as an alias for <code class="xref py py-class docutils literal notranslate"><span class="pre">np.ndarray</span></code> type,
+while inform <code class="docutils literal notranslate"><span class="pre">&#64;magicgui</span></code> that the data you want is the array stored in an <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code>
+layer, or returned array should be added as a new <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code> layer. <a class="reference internal" href="../apidoc/tabulous.html#module-tabulous" title="tabulous"><code class="xref py py-mod docutils literal notranslate"><span class="pre">tabulous</span></code></a> uses
+the same strategy to recover a <code class="xref py py-class docutils literal notranslate"><span class="pre">pd.DataFrame</span></code> from the table list or send a new one
+to the viewer.</p>
+</div>
+<p><code class="xref py py-class docutils literal notranslate"><span class="pre">TableData</span></code> type is an alias of <code class="xref py py-class docutils literal notranslate"><span class="pre">pd.DataFrame</span></code>. Arguments annotated by this
+type will be interpreted as a combobox of table data by <code class="xref py py-mod docutils literal notranslate"><span class="pre">magicgui</span></code>.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">tabulous.types</span> <span class="kn">import</span> <span class="n">TableData</span>
+
+<span class="nd">@magicgui</span>
+<span class="k">def</span> <span class="nf">f</span><span class="p">(</span><span class="n">table</span><span class="p">:</span> <span class="n">TableData</span><span class="p">,</span> <span class="n">mean</span><span class="p">:</span> <span class="nb">bool</span><span class="p">,</span> <span class="n">std</span><span class="p">:</span> <span class="nb">bool</span><span class="p">,</span> <span class="nb">max</span><span class="p">:</span> <span class="nb">bool</span><span class="p">,</span> <span class="nb">min</span><span class="p">:</span> <span class="nb">bool</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">TableData</span><span class="p">:</span>
+    <span class="n">funcs</span> <span class="o">=</span> <span class="p">[]</span>
+    <span class="k">for</span> <span class="n">checked</span><span class="p">,</span> <span class="n">f</span> <span class="ow">in</span> <span class="p">[(</span><span class="n">mean</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">),</span> <span class="p">(</span><span class="n">std</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">std</span><span class="p">),</span> <span class="p">(</span><span class="nb">max</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">max</span><span class="p">),</span> <span class="p">(</span><span class="nb">min</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">min</span><span class="p">)]:</span>
+        <span class="k">if</span> <span class="n">checked</span><span class="p">:</span>
+            <span class="n">funcs</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">f</span><span class="p">)</span>
+    <span class="k">return</span> <span class="n">table</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="n">funcs</span><span class="p">)</span>
+
+<span class="n">viewer</span><span class="o">.</span><span class="n">add_dock_widget</span><span class="p">(</span><span class="n">f</span><span class="p">)</span>
+</pre></div>
+</div>
+<img alt="../_images/dock_with_table_data_annotation.png" src="../_images/dock_with_table_data_annotation.png" />
+</section>
+</section>
+</section>
+<section id="table-side-area">
+<h2><a class="toc-backref" href="#id2">Table Side Area</a><a class="headerlink" href="#table-side-area" title="Permalink to this headline">¶</a></h2>
+<p>Every table has a side area that can be used to add table-specific widgets or show
+table-specific information.</p>
+<p>Custom Qt widgets or <code class="xref py py-mod docutils literal notranslate"><span class="pre">magicgui</span></code> widgets can be added to the side area using
+<code class="xref py py-meth docutils literal notranslate"><span class="pre">add_side_widget()</span></code> method.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">table</span> <span class="o">=</span> <span class="n">viewer</span><span class="o">.</span><span class="n">tables</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+<span class="n">table</span><span class="o">.</span><span class="n">add_side_widget</span><span class="p">(</span><span class="n">widget</span><span class="p">)</span>
+<span class="c1"># if you want to give a name to the widget</span>
+<span class="n">table</span><span class="o">.</span><span class="n">add_side_widget</span><span class="p">(</span><span class="n">widget</span><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="s2">&quot;widget name&quot;</span><span class="p">)</span>
+
+<span class="c1"># example</span>
+<span class="kn">from</span> <span class="nn">magicgui</span> <span class="kn">import</span> <span class="n">magicgui</span>
+
+<span class="nd">@magicgui</span>
+<span class="k">def</span> <span class="nf">func</span><span class="p">():</span>
+    <span class="nb">print</span><span class="p">(</span><span class="n">table</span><span class="o">.</span><span class="n">data</span><span class="o">.</span><span class="n">mean</span><span class="p">())</span>
+
+<span class="n">table</span><span class="o">.</span><span class="n">add_side_widget</span><span class="p">(</span><span class="n">func</span><span class="p">)</span>
+</pre></div>
+</div>
+<section id="built-in-widgets">
+<h3>Built-in Widgets<a class="headerlink" href="#built-in-widgets" title="Permalink to this headline">¶</a></h3>
+<p>There are built-in widgets that uses the table side area by default.</p>
+<ol class="arabic">
+<li><p>Undo stack widget</p>
+<blockquote>
+<div><p>Undo/redo is implemented for each table. You can see the registered operations in a list
+view in the side area. You can open it by pressing <span class="kbd">Ctrl+H</span>.</p>
+</div></blockquote>
+</li>
+<li><p>Plot canvas</p>
+<blockquote>
+<div><p>Interactive <code class="xref py py-mod docutils literal notranslate"><span class="pre">matplotlib</span></code> canvas is available in the “Plot” tool or the <code class="xref py py-attr docutils literal notranslate"><span class="pre">plt</span></code>
+field of table widgets.</p>
+</div></blockquote>
+</li>
+</ol>
+</section>
+</section>
+<section id="table-overlay-widget">
+<h2><a class="toc-backref" href="#id3">Table Overlay Widget</a><a class="headerlink" href="#table-overlay-widget" title="Permalink to this headline">¶</a></h2>
+<p>Instead of the side area, you can also add widgets as an overlay over the table. An
+overlay widget is similar to the overlay charts in Excel.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">table</span> <span class="o">=</span> <span class="n">viewer</span><span class="o">.</span><span class="n">tables</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+<span class="n">table</span><span class="o">.</span><span class="n">add_overlay_widget</span><span class="p">(</span><span class="n">widget</span><span class="p">)</span>
+<span class="c1"># if you want to give a label to the widget</span>
+<span class="n">table</span><span class="o">.</span><span class="n">add_overlay_widget</span><span class="p">(</span><span class="n">widget</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;my widget&quot;</span><span class="p">)</span>
+<span class="c1"># you can give the top-left coordinate of the widget</span>
+<span class="n">table</span><span class="o">.</span><span class="n">add_overlay_widget</span><span class="p">(</span><span class="n">widget</span><span class="p">,</span> <span class="n">topleft</span><span class="o">=</span><span class="p">(</span><span class="mi">5</span><span class="p">,</span> <span class="mi">5</span><span class="p">))</span>
+</pre></div>
+</div>
+</section>
+</section>
+
+
+           </div>
+          </div>
+          <footer><div class="rst-footer-buttons" role="navigation" aria-label="Footer">
+        <a href="table_view_mode.html" class="btn btn-neutral float-left" title="View Tables in Different Modes" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
+        <a href="non_mainwindow.html" class="btn btn-neutral float-right" title="Use Non-main Window Table Viewers" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
+    </div>
+
+  <hr/>
+
+  <div role="contentinfo">
+    <p>&#169; Copyright 2022, Hanjin Liu.</p>
+  </div>
+
+  Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
+    <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
+    provided by <a href="https://readthedocs.org">Read the Docs</a>.
+
+
+</footer>
+        </div>
+      </div>
+    </section>
+  </div>
+  <script>
+      jQuery(function () {
+          SphinxRtdTheme.Navigation.enable(true);
+      });
+  </script>
+
+</body>
+</html>
diff --git a/docs/main/non_mainwindow.html b/docs/main/non_mainwindow.html
index 909eea09..dfee1c63 100644
--- a/docs/main/non_mainwindow.html
+++ b/docs/main/non_mainwindow.html
@@ -4,9 +4,10 @@
   <meta charset="utf-8" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Use Non-main Window Table Viewers &mdash; tabulous 0.4.0rc0 documentation</title>
+  <title>Use Non-main Window Table Viewers &mdash; tabulous 0.4.0 documentation</title>
       <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
       <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+      <link rel="stylesheet" href="../_static/font.css" type="text/css" />
   <!--[if lt IE 9]>
     <script src="../_static/js/html5shiv.min.js"></script>
   <![endif]-->
@@ -19,7 +20,7 @@
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Register Custom Actions" href="register_action.html" />
-    <link rel="prev" title="Custom Dock widget" href="dock_widget.html" />
+    <link rel="prev" title="Integrate Custom Widgets" href="integrate_custom_widgets.html" />
 </head>
 
 <body class="wy-body-for-nav">
@@ -30,7 +31,7 @@
             <a href="../index.html" class="icon icon-home"> tabulous
           </a>
               <div class="version">
-                0.4.0rc0
+                0.4.0
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
@@ -48,10 +49,11 @@
 <li class="toctree-l1"><a class="reference internal" href="selections.html">Table Selections and Highlights</a></li>
 <li class="toctree-l1"><a class="reference internal" href="sort_filter.html">Sort/Filter Table Data</a></li>
 <li class="toctree-l1"><a class="reference internal" href="columnwise_settings.html">Column-wise Settings</a></li>
-<li class="toctree-l1"><a class="reference internal" href="table_advanced.html">Working with Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="table_fields.html">Field Attributes of Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="table_view_mode.html">View Tables in Different Modes</a></li>
 </ul>
 <ul class="current">
-<li class="toctree-l1"><a class="reference internal" href="dock_widget.html">Custom Dock widget</a></li>
+<li class="toctree-l1"><a class="reference internal" href="integrate_custom_widgets.html">Integrate Custom Widgets</a></li>
 <li class="toctree-l1 current"><a class="current reference internal" href="#">Use Non-main Window Table Viewers</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="#use-tableviewer-in-your-qt-widget">Use TableViewer in Your Qt Widget</a></li>
 <li class="toctree-l2"><a class="reference internal" href="#use-tableviewer-with-magicgui">Use TableViewer with magicgui</a></li>
@@ -91,7 +93,7 @@
 
   <section id="use-non-main-window-table-viewers">
 <h1>Use Non-main Window Table Viewers<a class="headerlink" href="#use-non-main-window-table-viewers" title="Permalink to this headline">¶</a></h1>
-<p>Aiming at better extensibility, <code class="docutils literal notranslate"><span class="pre">tabulous</span></code> is designed to allow many different types of
+<p>Aiming at better extensibility, <a class="reference internal" href="../apidoc/tabulous.html#module-tabulous" title="tabulous"><code class="xref py py-mod docutils literal notranslate"><span class="pre">tabulous</span></code></a> is designed to allow many different types of
 integration to external packages.</p>
 <div class="contents local topic" id="contents">
 <p class="topic-title">Contents</p>
@@ -103,8 +105,8 @@ <h1>Use Non-main Window Table Viewers<a class="headerlink" href="#use-non-main-w
 </div>
 <section id="use-tableviewer-in-your-qt-widget">
 <h2><a class="toc-backref" href="#id1">Use TableViewer in Your Qt Widget</a><a class="headerlink" href="#use-tableviewer-in-your-qt-widget" title="Permalink to this headline">¶</a></h2>
-<p>If you plan to use a table viewer as a child of another <code class="docutils literal notranslate"><span class="pre">QWidget</span></code>, you can use a non-main
-window version of it. The <code class="docutils literal notranslate"><span class="pre">native</span></code> property returns the Qt backend widget.</p>
+<p>If you plan to use a table viewer as a child of another <code class="xref py py-class docutils literal notranslate"><span class="pre">QWidget</span></code>, you can use a non-main
+window version of it. The <code class="xref py py-attr docutils literal notranslate"><span class="pre">native</span></code> property returns the Qt backend widget.</p>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">tabulous</span> <span class="kn">import</span> <span class="n">TableViewerWidget</span>
 <span class="kn">from</span> <span class="nn">qtpy</span> <span class="kn">import</span> <span class="n">QtWidgets</span> <span class="k">as</span> <span class="n">QtW</span>
 
@@ -117,22 +119,23 @@ <h2><a class="toc-backref" href="#id1">Use TableViewer in Your Qt Widget</a><a c
 </div>
 <div class="admonition note">
 <p class="admonition-title">Note</p>
-<p>A benefit of using <code class="docutils literal notranslate"><span class="pre">tabulous</span></code> is that a table widget usually takes too much space but this
-problem can be solve by popup view of tables in <code class="docutils literal notranslate"><span class="pre">tabulous</span></code>. See <a class="reference internal" href="table_advanced.html"><span class="doc">Working with Tables</span></a> for
+<p>A benefit of using <a class="reference internal" href="../apidoc/tabulous.html#module-tabulous" title="tabulous"><code class="xref py py-mod docutils literal notranslate"><span class="pre">tabulous</span></code></a> is that a table widget usually takes too much space but this
+problem can be solve by popup view of tables in <a class="reference internal" href="../apidoc/tabulous.html#module-tabulous" title="tabulous"><code class="xref py py-mod docutils literal notranslate"><span class="pre">tabulous</span></code></a>. See <a class="reference internal" href="table_view_mode.html"><span class="doc">View Tables in Different Modes</span></a> for
 more detail.</p>
 </div>
 <div class="admonition note">
 <p class="admonition-title">Note</p>
 <p>To avoid conflicting with the main widget, the non-main-window version of table viewer has
-some restriction. For instance, embedded console does not open with shortcut <code class="docutils literal notranslate"><span class="pre">Ctrl+Shift+C</span></code>
+some restriction. For instance, embedded console does not open with shortcut <span class="kbd">Ctrl+Shift+C</span>
 so you have to programmatically open it by <code class="docutils literal notranslate"><span class="pre">viewer.console.visible</span> <span class="pre">=</span> <span class="pre">True</span></code>.</p>
 </div>
 </section>
 <section id="use-tableviewer-with-magicgui">
 <h2><a class="toc-backref" href="#id2">Use TableViewer with magicgui</a><a class="headerlink" href="#use-tableviewer-with-magicgui" title="Permalink to this headline">¶</a></h2>
-<p>If you want to use a <a class="reference external" href="https://github.com/pyapp-kit/magicgui">magicgui</a> version of it, you can
-use <code class="docutils literal notranslate"><span class="pre">MagicTableViewer</span></code>. <code class="docutils literal notranslate"><span class="pre">MagicTableViewer</span></code> is a subclass of <code class="docutils literal notranslate"><span class="pre">TableViewerWidget</span></code> and
-<code class="docutils literal notranslate"><span class="pre">magicgui.widgets.Widget</span></code> so it is compatible with all the <code class="docutils literal notranslate"><span class="pre">magicgui</span></code> functionalities.</p>
+<p>If you want to use a <a class="reference external" href="https://github.com/pyapp-kit/magicgui">magicgui</a> version of it,
+you can use <code class="xref py py-class docutils literal notranslate"><span class="pre">MagicTableViewer</span></code>. <code class="xref py py-class docutils literal notranslate"><span class="pre">MagicTableViewer`</span></code> is a subclass of
+<code class="xref py py-class docutils literal notranslate"><span class="pre">TableViewerWidget</span></code> and <code class="xref py py-class docutils literal notranslate"><span class="pre">magicgui.widgets.Widget</span></code> so it is compatible with
+all the <code class="xref py py-mod docutils literal notranslate"><span class="pre">magicgui</span></code> functionalities.</p>
 <p>In following simple example you can load a table data from a file.</p>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">tabulous</span> <span class="kn">import</span> <span class="n">MagicTableViewer</span>
 <span class="kn">from</span> <span class="nn">magicgui.widgets</span> <span class="kn">import</span> <span class="n">Container</span><span class="p">,</span> <span class="n">FileEdit</span>
@@ -148,7 +151,7 @@ <h2><a class="toc-backref" href="#id2">Use TableViewer with magicgui</a><a class
 <span class="n">container</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
 </pre></div>
 </div>
-<p><code class="docutils literal notranslate"><span class="pre">MagicTableViewer</span></code> can also easily be used with <a class="reference external" href="https://github.com/hanjinliu/magic-class">magic-class</a>.
+<p><code class="xref py py-class docutils literal notranslate"><span class="pre">MagicTableViewer</span></code> can also easily be used with <a class="reference external" href="https://github.com/hanjinliu/magic-class">magic-class</a>.
 Following example does similar thing as the one above.</p>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">tabulous</span> <span class="kn">import</span> <span class="n">MagicTableViewer</span>
 <span class="kn">from</span> <span class="nn">pathlib</span> <span class="kn">import</span> <span class="n">Path</span>
@@ -191,7 +194,7 @@ <h2><a class="toc-backref" href="#id3">Use Tables in Your Widget</a><a class="he
            </div>
           </div>
           <footer><div class="rst-footer-buttons" role="navigation" aria-label="Footer">
-        <a href="dock_widget.html" class="btn btn-neutral float-left" title="Custom Dock widget" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
+        <a href="integrate_custom_widgets.html" class="btn btn-neutral float-left" title="Integrate Custom Widgets" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
         <a href="register_action.html" class="btn btn-neutral float-right" title="Register Custom Actions" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
     </div>
 
diff --git a/docs/main/quickstart.html b/docs/main/quickstart.html
index 8ede2191..693e38a9 100644
--- a/docs/main/quickstart.html
+++ b/docs/main/quickstart.html
@@ -4,9 +4,10 @@
   <meta charset="utf-8" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Quickstart &mdash; tabulous 0.4.0rc0 documentation</title>
+  <title>Quickstart &mdash; tabulous 0.4.0 documentation</title>
       <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
       <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+      <link rel="stylesheet" href="../_static/font.css" type="text/css" />
   <!--[if lt IE 9]>
     <script src="../_static/js/html5shiv.min.js"></script>
   <![endif]-->
@@ -30,7 +31,7 @@
             <a href="../index.html" class="icon icon-home"> tabulous
           </a>
               <div class="version">
-                0.4.0rc0
+                0.4.0
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
@@ -44,7 +45,7 @@
 <li class="toctree-l1 current"><a class="current reference internal" href="#">Quickstart</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="#open-a-table-viewer">Open A Table Viewer</a></li>
 <li class="toctree-l2"><a class="reference internal" href="#open-an-interpreter">Open an Interpreter</a></li>
-<li class="toctree-l2"><a class="reference internal" href="#handle-tables">Handle Tables</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="#use-tables">Use Tables</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="#table">Table</a></li>
 <li class="toctree-l3"><a class="reference internal" href="#spreadsheet">SpreadSheet</a></li>
 <li class="toctree-l3"><a class="reference internal" href="#for-more-details">For more details …</a></li>
@@ -61,10 +62,11 @@
 <li class="toctree-l1"><a class="reference internal" href="selections.html">Table Selections and Highlights</a></li>
 <li class="toctree-l1"><a class="reference internal" href="sort_filter.html">Sort/Filter Table Data</a></li>
 <li class="toctree-l1"><a class="reference internal" href="columnwise_settings.html">Column-wise Settings</a></li>
-<li class="toctree-l1"><a class="reference internal" href="table_advanced.html">Working with Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="table_fields.html">Field Attributes of Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="table_view_mode.html">View Tables in Different Modes</a></li>
 </ul>
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="dock_widget.html">Custom Dock widget</a></li>
+<li class="toctree-l1"><a class="reference internal" href="integrate_custom_widgets.html">Integrate Custom Widgets</a></li>
 <li class="toctree-l1"><a class="reference internal" href="non_mainwindow.html">Use Non-main Window Table Viewers</a></li>
 </ul>
 <ul>
@@ -104,7 +106,7 @@ <h1>Quickstart<a class="headerlink" href="#quickstart" title="Permalink to this
 <ul class="simple">
 <li><p><a class="reference internal" href="#open-a-table-viewer" id="id1">Open A Table Viewer</a></p></li>
 <li><p><a class="reference internal" href="#open-an-interpreter" id="id2">Open an Interpreter</a></p></li>
-<li><p><a class="reference internal" href="#handle-tables" id="id3">Handle Tables</a></p></li>
+<li><p><a class="reference internal" href="#use-tables" id="id3">Use Tables</a></p></li>
 <li><p><a class="reference internal" href="#table-list" id="id4">Table List</a></p></li>
 <li><p><a class="reference internal" href="#key-combo" id="id5">Key combo</a></p></li>
 <li><p><a class="reference internal" href="#command-palette" id="id6">Command palette</a></p></li>
@@ -112,7 +114,7 @@ <h1>Quickstart<a class="headerlink" href="#quickstart" title="Permalink to this
 </div>
 <section id="open-a-table-viewer">
 <h2><a class="toc-backref" href="#id1">Open A Table Viewer</a><a class="headerlink" href="#open-a-table-viewer" title="Permalink to this headline">¶</a></h2>
-<p>The main window of <code class="docutils literal notranslate"><span class="pre">tabulous</span></code> is a <code class="docutils literal notranslate"><span class="pre">TableViewer</span></code> instance.</p>
+<p>The main window of <a class="reference internal" href="../apidoc/tabulous.html#module-tabulous" title="tabulous"><code class="xref py py-mod docutils literal notranslate"><span class="pre">tabulous</span></code></a> is a <code class="xref py py-class docutils literal notranslate"><span class="pre">TableViewer</span></code> instance.</p>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">tabulous</span> <span class="kn">import</span> <span class="n">TableViewer</span>
 
 <span class="n">viewer</span> <span class="o">=</span> <span class="n">TableViewer</span><span class="p">()</span>
@@ -128,7 +130,7 @@ <h2><a class="toc-backref" href="#id1">Open A Table Viewer</a><a class="headerli
 <span class="n">viewer</span> <span class="o">=</span> <span class="n">tbl</span><span class="o">.</span><span class="n">read_excel</span><span class="p">(</span><span class="s2">&quot;path/to/data.xlsx&quot;</span><span class="p">)</span>
 </pre></div>
 </div>
-<p>If virtual environment (such as <code class="docutils literal notranslate"><span class="pre">conda</span></code>) is used, you can use <code class="docutils literal notranslate"><span class="pre">tabulous</span></code> command to launch
+<p>If virtual environment (such as <code class="docutils literal notranslate"><span class="pre">conda</span></code>) is used, you can use <a class="reference internal" href="../apidoc/tabulous.html#module-tabulous" title="tabulous"><code class="xref py py-mod docutils literal notranslate"><span class="pre">tabulous</span></code></a> command to launch
 a viewer.</p>
 <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>$ tabulous  <span class="c1"># just launch a viewer</span>
 
@@ -138,29 +140,27 @@ <h2><a class="toc-backref" href="#id1">Open A Table Viewer</a><a class="headerli
 </section>
 <section id="open-an-interpreter">
 <h2><a class="toc-backref" href="#id2">Open an Interpreter</a><a class="headerlink" href="#open-an-interpreter" title="Permalink to this headline">¶</a></h2>
-<p><code class="docutils literal notranslate"><span class="pre">tabulous</span></code> viewer has an embedded Python interpreter console. It is not visible by default
+<p><a class="reference internal" href="../apidoc/tabulous.html#module-tabulous" title="tabulous"><code class="xref py py-mod docutils literal notranslate"><span class="pre">tabulous</span></code></a> viewer has an embedded Python interpreter console. It is not visible by default
 but you can show it in several ways.</p>
 <ol class="arabic simple">
 <li><p>Set <code class="xref py py-attr docutils literal notranslate"><span class="pre">visible</span></code> property of <code class="xref py py-attr docutils literal notranslate"><span class="pre">console</span></code> interface to <code class="docutils literal notranslate"><span class="pre">True</span></code>:
 <code class="docutils literal notranslate"><span class="pre">&gt;&gt;&gt;</span> <span class="pre">viewer.conosole.visible</span> <span class="pre">=</span> <span class="pre">True</span></code></p></li>
-<li><p>Activate keyboard shortcut <code class="docutils literal notranslate"><span class="pre">Ctrl+Shift+C</span></code>.</p></li>
-<li><p>Click the <a class="reference internal" href="../_images/toggle_console.svg"><img alt="toggle_console" src="../_images/toggle_console.svg" width="20em" /></a> tool button in the “Analysis” tab of the toolbar.</p></li>
-<li><p>Click the tool button of (3.) using key combo <code class="docutils literal notranslate"><span class="pre">Alt,</span> <span class="pre">A,</span> <span class="pre">4</span></code></p></li>
+<li><p>Activate keyboard shortcut <span class="kbd">Ctrl+Shift+C</span>.</p></li>
+<li><p>Click the <a class="reference internal" href="../_images/toggle_console.svg"><img alt="toggle_console" src="../_images/toggle_console.svg" width="20em" /></a> tool button in the the toolbar.</p></li>
 </ol>
 <p>In <code class="docutils literal notranslate"><span class="pre">tabulous</span></code> viewer there are additional keybindings.</p>
 <ul class="simple">
-<li><p><code class="docutils literal notranslate"><span class="pre">Ctrl</span> <span class="pre">+</span> <span class="pre">Shift</span> <span class="pre">+</span> <span class="pre">↑</span></code>: Set console floating.</p></li>
-<li><p><code class="docutils literal notranslate"><span class="pre">Ctrl</span> <span class="pre">+</span> <span class="pre">Shift</span> <span class="pre">+</span> <span class="pre">↓</span></code>: Dock console.</p></li>
-<li><p><code class="docutils literal notranslate"><span class="pre">Ctrl</span> <span class="pre">+</span> <span class="pre">I</span></code>: Insert a data reference object (See <a class="reference internal" href="user_interface.html"><span class="doc">User Interface</span></a>).</p></li>
+<li><p><span class="kbd">Ctrl+Shift+↑</span>: Set console floating.</p></li>
+<li><p><span class="kbd">Ctrl+Shift+↓</span>: Dock console.</p></li>
 </ul>
 </section>
-<section id="handle-tables">
-<h2><a class="toc-backref" href="#id3">Handle Tables</a><a class="headerlink" href="#handle-tables" title="Permalink to this headline">¶</a></h2>
-<p>Basically, table data is handled based on <code class="docutils literal notranslate"><span class="pre">pandas</span></code>.
+<section id="use-tables">
+<h2><a class="toc-backref" href="#id3">Use Tables</a><a class="headerlink" href="#use-tables" title="Permalink to this headline">¶</a></h2>
+<p>In <a class="reference internal" href="../apidoc/tabulous.html#module-tabulous" title="tabulous"><code class="xref py py-mod docutils literal notranslate"><span class="pre">tabulous</span></code></a>, table data is handled based on <code class="xref py py-mod docutils literal notranslate"><span class="pre">pandas</span></code>.
 A <code class="xref py py-class docutils literal notranslate"><span class="pre">TableViewer</span></code> instance has several methods that add <code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code> to the viewer.</p>
 <ol class="arabic simple">
-<li><p><code class="xref py py-meth docutils literal notranslate"><span class="pre">add_table()</span></code> … add a table data as a <code class="docutils literal notranslate"><span class="pre">Table</span></code> object.</p></li>
-<li><p><code class="xref py py-meth docutils literal notranslate"><span class="pre">add_spreadsheet()</span></code> … add a table data as a <code class="docutils literal notranslate"><span class="pre">SpreadSheet</span></code> object.</p></li>
+<li><p><code class="xref py py-meth docutils literal notranslate"><span class="pre">add_table()</span></code> … add a table data as a <code class="xref py py-class docutils literal notranslate"><span class="pre">Table</span></code> object.</p></li>
+<li><p><code class="xref py py-meth docutils literal notranslate"><span class="pre">add_spreadsheet()</span></code> … add a table data as a <code class="xref py py-class docutils literal notranslate"><span class="pre">SpreadSheet</span></code> object.</p></li>
 </ol>
 <section id="table">
 <h3>Table<a class="headerlink" href="#table" title="Permalink to this headline">¶</a></h3>
@@ -173,7 +173,7 @@ <h3>Table<a class="headerlink" href="#table" title="Permalink to this headline">
 rejected.</p></li>
 </ul>
 <p>A <code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code> (or other objects that can be converted into a <code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code>) can be added to
-the viewer using <code class="docutils literal notranslate"><span class="pre">add_table</span></code> method.</p>
+the viewer using <code class="xref py py-meth docutils literal notranslate"><span class="pre">add_table()</span></code> method.</p>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
 
 <span class="n">df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">({</span><span class="s2">&quot;A&quot;</span><span class="p">:</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">],</span> <span class="s2">&quot;B&quot;</span><span class="p">:</span> <span class="p">[</span><span class="mi">4</span><span class="p">,</span> <span class="mi">5</span><span class="p">,</span> <span class="mi">6</span><span class="p">]})</span>
@@ -185,6 +185,7 @@ <h3>Table<a class="headerlink" href="#table" title="Permalink to this headline">
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Table</span><span class="o">&lt;</span><span class="s1">&#39;table name&#39;</span><span class="o">&gt;</span>
 </pre></div>
 </div>
+<img alt="../_images/table.png" src="../_images/table.png" />
 <div class="admonition note">
 <p class="admonition-title">Note</p>
 <p>The newly added table is stored in <code class="xref py py-attr docutils literal notranslate"><span class="pre">tables</span></code> property of the viewer in a <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code> like
@@ -204,14 +205,14 @@ <h3>Table<a class="headerlink" href="#table" title="Permalink to this headline">
 <span class="n">table</span><span class="o">.</span><span class="n">editable</span> <span class="o">=</span> <span class="kc">True</span>
 </pre></div>
 </div>
-<p>Table data is available in <code class="docutils literal notranslate"><span class="pre">data</span></code> property. You can also update the table data by directly
-setting the <code class="docutils literal notranslate"><span class="pre">data</span></code> property.</p>
+<p>Table data is available in <code class="xref py py-attr docutils literal notranslate"><span class="pre">data</span></code> property. You can also update the table data by directly
+setting the <code class="xref py py-attr docutils literal notranslate"><span class="pre">data</span></code> property.</p>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">df</span> <span class="o">=</span> <span class="n">table</span><span class="o">.</span><span class="n">data</span>  <span class="c1"># get the table data as a DataFrame</span>
 <span class="n">table</span><span class="o">.</span><span class="n">data</span> <span class="o">=</span> <span class="n">df2</span>  <span class="c1"># set a new table data</span>
 </pre></div>
 </div>
-<p>The selected range of data is available in <code class="docutils literal notranslate"><span class="pre">selections</span></code> property. You can also
-programmatically set table selections via <code class="docutils literal notranslate"><span class="pre">selections</span></code> property. Since table selections are
+<p>The selected range of data is available in <code class="xref py py-attr docutils literal notranslate"><span class="pre">selections</span></code> property. You can also
+programmatically set table selections via <code class="xref py py-attr docutils literal notranslate"><span class="pre">selections</span></code> property. Since table selections are
 multi-selection, this property takes a <code class="docutils literal notranslate"><span class="pre">list</span></code> of slicable objects.</p>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="c1"># print all the selected data</span>
 <span class="k">for</span> <span class="n">sel</span> <span class="ow">in</span> <span class="n">table</span><span class="o">.</span><span class="n">selections</span><span class="p">:</span>
@@ -225,35 +226,15 @@ <h3>Table<a class="headerlink" href="#table" title="Permalink to this headline">
 </section>
 <section id="spreadsheet">
 <h3>SpreadSheet<a class="headerlink" href="#spreadsheet" title="Permalink to this headline">¶</a></h3>
-<p>A <code class="docutils literal notranslate"><span class="pre">SpreadSheet</span></code> behaves more like Excel or Google Spreadsheet.</p>
+<p>A <code class="xref py py-class docutils literal notranslate"><span class="pre">SpreadSheet</span></code> behaves more like Excel or Google Spreadsheet.</p>
 <ul class="simple">
 <li><p>It stores a copy of an input <code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code> as “string” types.</p></li>
 <li><p>It is editable by default and the input value will not be checked.</p></li>
 <li><p>Shape of table is unlimited (as far as it is not too large).</p></li>
-<li><p>The data type is inferred by <code class="docutils literal notranslate"><span class="pre">pd.read_csv</span></code> when it is obtained by <code class="docutils literal notranslate"><span class="pre">data</span></code> property.</p></li>
+<li><p>The data type is inferred by <code class="xref py py-meth docutils literal notranslate"><span class="pre">pd.read_csv()</span></code> when it is obtained by <code class="xref py py-attr docutils literal notranslate"><span class="pre">data</span></code> property.</p></li>
 </ul>
 <p>For instance, if you manually edited the cells</p>
-<table class="docutils align-default">
-<colgroup>
-<col style="width: 33%" />
-<col style="width: 33%" />
-<col style="width: 33%" />
-</colgroup>
-<tbody>
-<tr class="row-odd"><td></td>
-<td><p>A</p></td>
-<td><p>B</p></td>
-</tr>
-<tr class="row-even"><td><p>0</p></td>
-<td><p>2</p></td>
-<td><p>t</p></td>
-</tr>
-<tr class="row-odd"><td><p>1</p></td>
-<td><p>3</p></td>
-<td><p>u</p></td>
-</tr>
-</tbody>
-</table>
+<img alt="../_images/spreadsheet.png" src="../_images/spreadsheet.png" />
 <p>then you’ll get following <code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code>.</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>   <span class="n">A</span>  <span class="n">B</span>
 <span class="mi">0</span>  <span class="mi">2</span>  <span class="n">t</span>
@@ -264,7 +245,8 @@ <h3>SpreadSheet<a class="headerlink" href="#spreadsheet" title="Permalink to thi
 <span class="n">B</span>    <span class="nb">object</span>
 </pre></div>
 </div>
-<p>A spreadsheet can be added to the viewer by <code class="docutils literal notranslate"><span class="pre">add_spreadsheet</span></code> method.</p>
+<p>Rows and columns can be inserted or removed in the right-click contextmenu.</p>
+<p>A spreadsheet can be added to the viewer by <code class="xref py py-meth docutils literal notranslate"><span class="pre">add_spreadsheet()</span></code> method.</p>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
 
 <span class="n">df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">({</span><span class="s2">&quot;A&quot;</span><span class="p">:</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">],</span> <span class="s2">&quot;B&quot;</span><span class="p">:</span> <span class="p">[</span><span class="mi">4</span><span class="p">,</span> <span class="mi">5</span><span class="p">,</span> <span class="mi">6</span><span class="p">]})</span>
@@ -276,7 +258,7 @@ <h3>SpreadSheet<a class="headerlink" href="#spreadsheet" title="Permalink to thi
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">SpreadSheet</span><span class="o">&lt;</span><span class="s1">&#39;sheet&#39;</span><span class="o">&gt;</span>
 </pre></div>
 </div>
-<p>Since a <code class="docutils literal notranslate"><span class="pre">SpreadSheet</span></code> is easily editable, it is reasonable to add an empty spreadsheet to
+<p>Since a <code class="xref py py-class docutils literal notranslate"><span class="pre">SpreadSheet</span></code> is easily editable, it is reasonable to add an empty spreadsheet to
 the viewer.</p>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">sheet</span> <span class="o">=</span> <span class="n">viewer</span><span class="o">.</span><span class="n">add_spreadsheet</span><span class="p">()</span>  <span class="c1"># add an empty spreadsheet</span>
 </pre></div>
@@ -284,12 +266,15 @@ <h3>SpreadSheet<a class="headerlink" href="#spreadsheet" title="Permalink to thi
 </section>
 <section id="for-more-details">
 <h3>For more details …<a class="headerlink" href="#for-more-details" title="Permalink to this headline">¶</a></h3>
-<p>See <a class="reference internal" href="table_advanced.html"><span class="doc">Working with Tables</span></a>.</p>
+<ul class="simple">
+<li><p><a class="reference internal" href="table_fields.html"><span class="doc">Field Attributes of Tables</span></a></p></li>
+<li><p><a class="reference internal" href="table_view_mode.html"><span class="doc">View Tables in Different Modes</span></a></p></li>
+</ul>
 </section>
 </section>
 <section id="table-list">
 <h2><a class="toc-backref" href="#id4">Table List</a><a class="headerlink" href="#table-list" title="Permalink to this headline">¶</a></h2>
-<p>All the table data is available in <code class="docutils literal notranslate"><span class="pre">tables</span></code> property. It is a <code class="docutils literal notranslate"><span class="pre">list</span></code> like
+<p>All the table data is available in <code class="xref py py-attr docutils literal notranslate"><span class="pre">tables</span></code> property. It is a <code class="docutils literal notranslate"><span class="pre">list</span></code> like
 object with some extended methods.</p>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">viewer</span><span class="o">.</span><span class="n">tables</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>  <span class="c1"># the 0-th table</span>
 <span class="n">viewer</span><span class="o">.</span><span class="n">tables</span><span class="p">[</span><span class="s2">&quot;table-name&quot;</span><span class="p">]</span>  <span class="c1"># the table with name &quot;table-name&quot;</span>
@@ -299,13 +284,13 @@ <h2><a class="toc-backref" href="#id4">Table List</a><a class="headerlink" href=
 </pre></div>
 </div>
 <p>You can also get currently acitive (visible) table or its index with
-<code class="docutils literal notranslate"><span class="pre">viewer.current_table</span></code> or <code class="docutils literal notranslate"><span class="pre">viewer.current_index</span></code>.</p>
+<code class="xref py py-attr docutils literal notranslate"><span class="pre">viewer.current_table</span></code> or <code class="xref py py-attr docutils literal notranslate"><span class="pre">viewer.current_index</span></code>.</p>
 </section>
 <section id="key-combo">
 <h2><a class="toc-backref" href="#id5">Key combo</a><a class="headerlink" href="#key-combo" title="Permalink to this headline">¶</a></h2>
-<p><code class="docutils literal notranslate"><span class="pre">tabulous</span></code> supports many keyboard shortcuts including key combo.</p>
+<p><a class="reference internal" href="../apidoc/tabulous.html#module-tabulous" title="tabulous"><code class="xref py py-mod docutils literal notranslate"><span class="pre">tabulous</span></code></a> supports many keyboard shortcuts including key combo.</p>
 <p>All the global key map is listed in a widget that will be shown when you press
-<code class="docutils literal notranslate"><span class="pre">Ctrl+K,</span> <span class="pre">Shift+?</span></code> key combo.</p>
+<span class="kbd">Ctrl+K ⇒ Shift+?</span> key combo.</p>
 <p><code class="xref py py-attr docutils literal notranslate"><span class="pre">keymap</span></code> is the key map registry object of table viewers. You can use <code class="xref py py-meth docutils literal notranslate"><span class="pre">bind_key()</span></code>
 to register custom key combo.</p>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="c1"># simple key binding</span>
@@ -330,8 +315,9 @@ <h2><a class="toc-backref" href="#id6">Command palette</a><a class="headerlink"
 <div class="versionadded">
 <p><span class="versionmodified added">New in version 0.4.0.</span></p>
 </div>
-<p><code class="docutils literal notranslate"><span class="pre">Ctrl+Shift+P</span></code> or <code class="docutils literal notranslate"><span class="pre">F1</span></code> opens a command palette widget. You can search for a variety of
+<p><span class="kbd">Ctrl+Shift+P</span> or <span class="kbd">F1</span> opens a command palette widget. You can search for a variety of
 registered commands.</p>
+<img alt="../_images/command_palette.png" src="../_images/command_palette.png" />
 </section>
 </section>
 
diff --git a/docs/main/register_action.html b/docs/main/register_action.html
index 214432c4..811a4056 100644
--- a/docs/main/register_action.html
+++ b/docs/main/register_action.html
@@ -4,9 +4,10 @@
   <meta charset="utf-8" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Register Custom Actions &mdash; tabulous 0.4.0rc0 documentation</title>
+  <title>Register Custom Actions &mdash; tabulous 0.4.0 documentation</title>
       <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
       <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+      <link rel="stylesheet" href="../_static/font.css" type="text/css" />
   <!--[if lt IE 9]>
     <script src="../_static/js/html5shiv.min.js"></script>
   <![endif]-->
@@ -30,7 +31,7 @@
             <a href="../index.html" class="icon icon-home"> tabulous
           </a>
               <div class="version">
-                0.4.0rc0
+                0.4.0
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
@@ -48,10 +49,11 @@
 <li class="toctree-l1"><a class="reference internal" href="selections.html">Table Selections and Highlights</a></li>
 <li class="toctree-l1"><a class="reference internal" href="sort_filter.html">Sort/Filter Table Data</a></li>
 <li class="toctree-l1"><a class="reference internal" href="columnwise_settings.html">Column-wise Settings</a></li>
-<li class="toctree-l1"><a class="reference internal" href="table_advanced.html">Working with Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="table_fields.html">Field Attributes of Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="table_view_mode.html">View Tables in Different Modes</a></li>
 </ul>
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="dock_widget.html">Custom Dock widget</a></li>
+<li class="toctree-l1"><a class="reference internal" href="integrate_custom_widgets.html">Integrate Custom Widgets</a></li>
 <li class="toctree-l1"><a class="reference internal" href="non_mainwindow.html">Use Non-main Window Table Viewers</a></li>
 </ul>
 <ul class="current">
@@ -100,14 +102,14 @@ <h1>Register Custom Actions<a class="headerlink" href="#register-custom-actions"
 </div>
 <p>you can register functions using following methods.</p>
 <ul class="simple">
-<li><p><code class="docutils literal notranslate"><span class="pre">viewer.tables.register_action</span></code> … register action to the tab bar.</p></li>
-<li><p><code class="docutils literal notranslate"><span class="pre">table.index.register_action</span></code> … register action to the vertical header.</p></li>
-<li><p><code class="docutils literal notranslate"><span class="pre">table.columns.register_action</span></code> … register action to the horizontal header.</p></li>
-<li><p><code class="docutils literal notranslate"><span class="pre">table.cells.register_action</span></code> … register action to the table cells.</p></li>
+<li><p><code class="xref py py-meth docutils literal notranslate"><span class="pre">viewer.tables.register_action()</span></code> … register action to the tab bar.</p></li>
+<li><p><code class="xref py py-meth docutils literal notranslate"><span class="pre">table.index.register_action()</span></code> … register action to the vertical header.</p></li>
+<li><p><code class="xref py py-meth docutils literal notranslate"><span class="pre">table.columns.register_action()</span></code> … register action to the horizontal header.</p></li>
+<li><p><code class="xref py py-meth docutils literal notranslate"><span class="pre">table.cells.register_action()</span></code> … register action to the table cells.</p></li>
 </ul>
 <section id="register-actions-to-the-tab-bar">
 <h2>Register actions to the tab bar<a class="headerlink" href="#register-actions-to-the-tab-bar" title="Permalink to this headline">¶</a></h2>
-<p>Action for <code class="docutils literal notranslate"><span class="pre">viewer.tables.register_action</span></code> must have signature <code class="docutils literal notranslate"><span class="pre">(index:</span> <span class="pre">int)</span></code>.
+<p>Action for <code class="xref py py-meth docutils literal notranslate"><span class="pre">viewer.tables.register_action()</span></code> must have signature <code class="docutils literal notranslate"><span class="pre">(index:</span> <span class="pre">int)</span></code>.
 <code class="docutils literal notranslate"><span class="pre">index</span></code> is the index of the right-clicked tab.</p>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="c1"># register function &quot;func&quot; as an action named &quot;Print tab name&quot;</span>
 <span class="nd">@viewer</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">register_action</span><span class="p">(</span><span class="s2">&quot;Print tab name&quot;</span><span class="p">)</span>
@@ -124,7 +126,7 @@ <h2>Register actions to the tab bar<a class="headerlink" href="#register-actions
 </section>
 <section id="register-actions-to-the-headers">
 <h2>Register actions to the headers<a class="headerlink" href="#register-actions-to-the-headers" title="Permalink to this headline">¶</a></h2>
-<p>Other <code class="docutils literal notranslate"><span class="pre">register_action</span></code> method works similarly. In the case of headers,
+<p>Other <code class="xref py py-meth docutils literal notranslate"><span class="pre">register_action()</span></code> method works similarly. In the case of headers,
 the signature for the action is also <code class="docutils literal notranslate"><span class="pre">(index:</span> <span class="pre">int)</span></code>. Here, <code class="docutils literal notranslate"><span class="pre">index</span></code> is
 the index of the right-clicked position (ready for <code class="xref py py-meth docutils literal notranslate"><span class="pre">iloc()</span></code>).</p>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="nd">@table</span><span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">register_action</span><span class="p">(</span><span class="s2">&quot;Print this row&quot;</span><span class="p">)</span>
@@ -139,7 +141,7 @@ <h2>Register actions to the headers<a class="headerlink" href="#register-actions
 </section>
 <section id="register-actions-to-the-cells">
 <h2>Register actions to the cells<a class="headerlink" href="#register-actions-to-the-cells" title="Permalink to this headline">¶</a></h2>
-<p>The <code class="docutils literal notranslate"><span class="pre">register_action</span></code> method for cells also work in a similar way, but has
+<p>The <code class="xref py py-meth docutils literal notranslate"><span class="pre">register_action()</span></code> method for cells also work in a similar way, but has
 signature <code class="docutils literal notranslate"><span class="pre">(index:</span> <span class="pre">tuple[int,</span> <span class="pre">int])</span></code> unlike others. Here, <code class="docutils literal notranslate"><span class="pre">index</span></code> is a
 tuple of row index and column index (ready for <code class="xref py py-meth docutils literal notranslate"><span class="pre">iloc()</span></code>).</p>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="nd">@table</span><span class="o">.</span><span class="n">cell</span><span class="o">.</span><span class="n">register_action</span><span class="p">(</span><span class="s2">&quot;Print this value&quot;</span><span class="p">)</span>
diff --git a/docs/main/selections.html b/docs/main/selections.html
index 6b8f8a54..18d19db4 100644
--- a/docs/main/selections.html
+++ b/docs/main/selections.html
@@ -4,9 +4,10 @@
   <meta charset="utf-8" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Table Selections and Highlights &mdash; tabulous 0.4.0rc0 documentation</title>
+  <title>Table Selections and Highlights &mdash; tabulous 0.4.0 documentation</title>
       <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
       <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+      <link rel="stylesheet" href="../_static/font.css" type="text/css" />
   <!--[if lt IE 9]>
     <script src="../_static/js/html5shiv.min.js"></script>
   <![endif]-->
@@ -30,7 +31,7 @@
             <a href="../index.html" class="icon icon-home"> tabulous
           </a>
               <div class="version">
-                0.4.0rc0
+                0.4.0
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
@@ -47,16 +48,17 @@
 <ul class="current">
 <li class="toctree-l1 current"><a class="current reference internal" href="#">Table Selections and Highlights</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="#data-type-of-table-selections">Data Type of Table Selections</a></li>
-<li class="toctree-l2"><a class="reference internal" href="#catch-change-in-table-selections">Catch Change in Table Selections</a></li>
+<li class="toctree-l2"><a class="reference internal" href="#catch-changes-in-table-selections">Catch Changes in Table Selections</a></li>
 <li class="toctree-l2"><a class="reference internal" href="#set-highlights">Set Highlights</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="sort_filter.html">Sort/Filter Table Data</a></li>
 <li class="toctree-l1"><a class="reference internal" href="columnwise_settings.html">Column-wise Settings</a></li>
-<li class="toctree-l1"><a class="reference internal" href="table_advanced.html">Working with Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="table_fields.html">Field Attributes of Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="table_view_mode.html">View Tables in Different Modes</a></li>
 </ul>
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="dock_widget.html">Custom Dock widget</a></li>
+<li class="toctree-l1"><a class="reference internal" href="integrate_custom_widgets.html">Integrate Custom Widgets</a></li>
 <li class="toctree-l1"><a class="reference internal" href="non_mainwindow.html">Use Non-main Window Table Viewers</a></li>
 </ul>
 <ul>
@@ -95,7 +97,7 @@ <h1>Table Selections and Highlights<a class="headerlink" href="#table-selections
 <p class="topic-title">Contents</p>
 <ul class="simple">
 <li><p><a class="reference internal" href="#data-type-of-table-selections" id="id1">Data Type of Table Selections</a></p></li>
-<li><p><a class="reference internal" href="#catch-change-in-table-selections" id="id2">Catch Change in Table Selections</a></p></li>
+<li><p><a class="reference internal" href="#catch-changes-in-table-selections" id="id2">Catch Changes in Table Selections</a></p></li>
 <li><p><a class="reference internal" href="#set-highlights" id="id3">Set Highlights</a></p></li>
 </ul>
 </div>
@@ -156,11 +158,12 @@ <h2><a class="toc-backref" href="#id1">Data Type of Table Selections</a><a class
 </pre></div>
 </div>
 </section>
-<section id="catch-change-in-table-selections">
-<h2><a class="toc-backref" href="#id2">Catch Change in Table Selections</a><a class="headerlink" href="#catch-change-in-table-selections" title="Permalink to this headline">¶</a></h2>
+<section id="catch-changes-in-table-selections">
+<h2><a class="toc-backref" href="#id2">Catch Changes in Table Selections</a><a class="headerlink" href="#catch-changes-in-table-selections" title="Permalink to this headline">¶</a></h2>
 <p>You can bind a callback function that will get called on every selection change event.
-The <code class="xref py py-attr docutils literal notranslate"><span class="pre">events</span></code> attribute is a <code class="xref py py-class docutils literal notranslate"><span class="pre">SignalGroup</span></code> object of <a class="reference external" href="https://github.com/tlambert03/psygnal">psygnal</a>.
-<code class="docutils literal notranslate"><span class="pre">table.events.selections.connect</span></code> registers a callback function to table events.</p>
+The <code class="xref py py-attr docutils literal notranslate"><span class="pre">events</span></code> attribute is a <code class="xref py py-class docutils literal notranslate"><span class="pre">SignalGroup</span></code> object of
+<a class="reference external" href="https://github.com/tlambert03/psygnal">psygnal</a>.
+<code class="xref py py-meth docutils literal notranslate"><span class="pre">table.events.selections.connect()</span></code> registers a callback function to table events.</p>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="nd">@table</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">selections</span><span class="o">.</span><span class="n">connect</span>
 <span class="k">def</span> <span class="nf">_on_change</span><span class="p">(</span><span class="n">sel</span><span class="p">):</span>
     <span class="nb">print</span><span class="p">(</span><span class="n">sel</span><span class="p">)</span>
diff --git a/docs/main/sort_filter.html b/docs/main/sort_filter.html
index 5a68538c..d0b65bc1 100644
--- a/docs/main/sort_filter.html
+++ b/docs/main/sort_filter.html
@@ -4,9 +4,10 @@
   <meta charset="utf-8" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Sort/Filter Table Data &mdash; tabulous 0.4.0rc0 documentation</title>
+  <title>Sort/Filter Table Data &mdash; tabulous 0.4.0 documentation</title>
       <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
       <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+      <link rel="stylesheet" href="../_static/font.css" type="text/css" />
   <!--[if lt IE 9]>
     <script src="../_static/js/html5shiv.min.js"></script>
   <![endif]-->
@@ -30,7 +31,7 @@
             <a href="../index.html" class="icon icon-home"> tabulous
           </a>
               <div class="version">
-                0.4.0rc0
+                0.4.0
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
@@ -49,8 +50,9 @@
 <li class="toctree-l1 current"><a class="current reference internal" href="#">Sort/Filter Table Data</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="#filtering">Filtering</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="#use-filter-functions">Use filter functions</a></li>
+<li class="toctree-l3"><a class="reference internal" href="#simple-filtering-in-gui">Simple filtering in GUI</a></li>
 <li class="toctree-l3"><a class="reference internal" href="#use-query-style-expression">Use query-style expression</a></li>
-<li class="toctree-l3"><a class="reference internal" href="#filter-in-gui">Filter in GUI</a></li>
+<li class="toctree-l3"><a class="reference internal" href="#query-style-filtering-in-gui">Query-style filtering in GUI</a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="#sorting">Sorting</a><ul>
@@ -59,13 +61,15 @@
 <li class="toctree-l3"><a class="reference internal" href="#sort-in-gui">Sort in GUI</a></li>
 </ul>
 </li>
+<li class="toctree-l2"><a class="reference internal" href="#edit-cells-during-proxy">Edit Cells during Proxy</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="columnwise_settings.html">Column-wise Settings</a></li>
-<li class="toctree-l1"><a class="reference internal" href="table_advanced.html">Working with Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="table_fields.html">Field Attributes of Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="table_view_mode.html">View Tables in Different Modes</a></li>
 </ul>
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="dock_widget.html">Custom Dock widget</a></li>
+<li class="toctree-l1"><a class="reference internal" href="integrate_custom_widgets.html">Integrate Custom Widgets</a></li>
 <li class="toctree-l1"><a class="reference internal" href="non_mainwindow.html">Use Non-main Window Table Viewers</a></li>
 </ul>
 <ul>
@@ -108,6 +112,7 @@ <h1>Sort/Filter Table Data<a class="headerlink" href="#sort-filter-table-data" t
 <ul class="simple">
 <li><p><a class="reference internal" href="#filtering" id="id1">Filtering</a></p></li>
 <li><p><a class="reference internal" href="#sorting" id="id2">Sorting</a></p></li>
+<li><p><a class="reference internal" href="#edit-cells-during-proxy" id="id3">Edit Cells during Proxy</a></p></li>
 </ul>
 </div>
 <section id="filtering">
@@ -131,15 +136,17 @@ <h3>Use filter functions<a class="headerlink" href="#use-filter-functions" title
 <p>If the table is</p>
 <table class="docutils align-default">
 <colgroup>
-<col style="width: 23%" />
-<col style="width: 23%" />
-<col style="width: 54%" />
+<col style="width: 29%" />
+<col style="width: 21%" />
+<col style="width: 50%" />
 </colgroup>
-<tbody>
-<tr class="row-odd"><td></td>
-<td><p>A</p></td>
-<td><p>label</p></td>
+<thead>
+<tr class="row-odd"><th class="head"></th>
+<th class="head"><p>A</p></th>
+<th class="head"><p>label</p></th>
 </tr>
+</thead>
+<tbody>
 <tr class="row-even"><td><p>0</p></td>
 <td><p>2</p></td>
 <td><p>A</p></td>
@@ -161,15 +168,17 @@ <h3>Use filter functions<a class="headerlink" href="#use-filter-functions" title
 <p>then it looks like following after applying the filter.</p>
 <table class="docutils align-default">
 <colgroup>
-<col style="width: 23%" />
-<col style="width: 23%" />
-<col style="width: 54%" />
+<col style="width: 29%" />
+<col style="width: 21%" />
+<col style="width: 50%" />
 </colgroup>
-<tbody>
-<tr class="row-odd"><td></td>
-<td><p>A</p></td>
-<td><p>label</p></td>
+<thead>
+<tr class="row-odd"><th class="head"></th>
+<th class="head"><p>A</p></th>
+<th class="head"><p>label</p></th>
 </tr>
+</thead>
+<tbody>
 <tr class="row-even"><td><p>0</p></td>
 <td><p>2</p></td>
 <td><p>A</p></td>
@@ -181,6 +190,13 @@ <h3>Use filter functions<a class="headerlink" href="#use-filter-functions" title
 </tbody>
 </table>
 </section>
+<section id="simple-filtering-in-gui">
+<h3>Simple filtering in GUI<a class="headerlink" href="#simple-filtering-in-gui" title="Permalink to this headline">¶</a></h3>
+<p>In right-click contextmenu, you can select <span class="menu">Filter</span> to filter the table by the column.
+Filter buttons <a class="reference internal" href="../_images/filter.svg"><img alt="filter" src="../_images/filter.svg" width="20em" /></a> will be anchored at the corner of the column section during
+the table being filtered. You can update or remove the filter by clicking the button.</p>
+<img alt="../_images/column_filter.png" src="../_images/column_filter.png" />
+</section>
 <section id="use-query-style-expression">
 <h3>Use query-style expression<a class="headerlink" href="#use-query-style-expression" title="Permalink to this headline">¶</a></h3>
 <p>Instead of a function, you can also set a query-style expression as a filter.</p>
@@ -189,14 +205,15 @@ <h3>Use query-style expression<a class="headerlink" href="#use-query-style-expre
 </div>
 <p>See <a class="reference external" href="https://pandas.pydata.org/docs/reference/api/pandas.eval.html">the API reference of pandas.eval</a>
 for details of the syntax.</p>
+<p>If the expression can be interpreted as a simple column-wise filter, <a class="reference internal" href="../_images/filter.svg"><img alt="filter" src="../_images/filter.svg" width="20em" /></a> button will
+similarly be added.</p>
 </section>
-<section id="filter-in-gui">
-<h3>Filter in GUI<a class="headerlink" href="#filter-in-gui" title="Permalink to this headline">¶</a></h3>
-<p>You can open a overlay dialog to filter the table data from the <a class="reference internal" href="../_images/filter.svg"><img alt="filter" src="../_images/filter.svg" width="20em" /></a> button in the toolbar,
-push key combo starting with <code class="docutils literal notranslate"><span class="pre">Alt</span></code>, or right click on the selected column(s).</p>
-<p>The line edit for filter expression supports auto-completion (Tab) and history browsing
-(↑, ↓).</p>
-<img alt="../_images/filter.gif" src="../_images/filter.gif" />
+<section id="query-style-filtering-in-gui">
+<h3>Query-style filtering in GUI<a class="headerlink" href="#query-style-filtering-in-gui" title="Permalink to this headline">¶</a></h3>
+<p>You can also open a overlay dialog to filter the table data from the <a class="reference internal" href="../_images/filter.svg"><img alt="filter" src="../_images/filter.svg" width="20em" /></a> button in
+the toolbar.</p>
+<p>The line edit for filter expression supports auto-completion (<span class="kbd">Tab</span>) and history browsing
+(<span class="kbd">↑</span>, <span class="kbd">↓</span>).</p>
 </section>
 </section>
 <section id="sorting">
@@ -219,15 +236,17 @@ <h3>Use sorting functions<a class="headerlink" href="#use-sorting-functions" tit
 <p>If the table is</p>
 <table class="docutils align-default">
 <colgroup>
-<col style="width: 30%" />
-<col style="width: 30%" />
-<col style="width: 40%" />
+<col style="width: 33%" />
+<col style="width: 33%" />
+<col style="width: 33%" />
 </colgroup>
-<tbody>
-<tr class="row-odd"><td></td>
-<td><p>x</p></td>
-<td><p>y</p></td>
+<thead>
+<tr class="row-odd"><th class="head"></th>
+<th class="head"><p>x</p></th>
+<th class="head"><p>y</p></th>
 </tr>
+</thead>
+<tbody>
 <tr class="row-even"><td><p>0</p></td>
 <td><p>2</p></td>
 <td><p>a0</p></td>
@@ -249,15 +268,17 @@ <h3>Use sorting functions<a class="headerlink" href="#use-sorting-functions" tit
 <p>then it looks like following after sorting.</p>
 <table class="docutils align-default">
 <colgroup>
-<col style="width: 30%" />
-<col style="width: 30%" />
-<col style="width: 40%" />
+<col style="width: 33%" />
+<col style="width: 33%" />
+<col style="width: 33%" />
 </colgroup>
-<tbody>
-<tr class="row-odd"><td></td>
-<td><p>x</p></td>
-<td><p>y</p></td>
+<thead>
+<tr class="row-odd"><th class="head"></th>
+<th class="head"><p>x</p></th>
+<th class="head"><p>y</p></th>
 </tr>
+</thead>
+<tbody>
 <tr class="row-even"><td><p>3</p></td>
 <td><p>0</p></td>
 <td><p>a3</p></td>
@@ -300,9 +321,162 @@ <h3>Sort by a column<a class="headerlink" href="#sort-by-a-column" title="Permal
 </section>
 <section id="sort-in-gui">
 <h3>Sort in GUI<a class="headerlink" href="#sort-in-gui" title="Permalink to this headline">¶</a></h3>
-<p>You can sort selected column(s) by clicking <a class="reference internal" href="../_images/sort_table.svg"><img alt="sort" src="../_images/sort_table.svg" width="20em" /></a> button in the toolbar,
-push key combo starting with <code class="docutils literal notranslate"><span class="pre">Alt</span></code>, or right click on the selected column(s).</p>
+<p>You can sort selected column(s) by clicking <a class="reference internal" href="../_images/sort_table.svg"><img alt="sort" src="../_images/sort_table.svg" width="20em" /></a> button in the toolbar.</p>
+</section>
 </section>
+<section id="edit-cells-during-proxy">
+<h2><a class="toc-backref" href="#id3">Edit Cells during Proxy</a><a class="headerlink" href="#edit-cells-during-proxy" title="Permalink to this headline">¶</a></h2>
+<p>You can edit cells while the table is sorted/filtered.</p>
+<p>Suppose you have a table like below</p>
+<table class="docutils align-default">
+<colgroup>
+<col style="width: 38%" />
+<col style="width: 63%" />
+</colgroup>
+<thead>
+<tr class="row-odd"><th class="head"><p>A</p></th>
+<th class="head"><p>B</p></th>
+</tr>
+</thead>
+<tbody>
+<tr class="row-even"><td><p>0</p></td>
+<td><p>row-0</p></td>
+</tr>
+<tr class="row-odd"><td><p>1</p></td>
+<td><p>row-1</p></td>
+</tr>
+<tr class="row-even"><td><p>2</p></td>
+<td><p>row-2</p></td>
+</tr>
+<tr class="row-odd"><td><p>3</p></td>
+<td><p>row-3</p></td>
+</tr>
+<tr class="row-even"><td><p>4</p></td>
+<td><p>row-4</p></td>
+</tr>
+<tr class="row-odd"><td><p>5</p></td>
+<td><p>row-5</p></td>
+</tr>
+<tr class="row-even"><td><p>6</p></td>
+<td><p>row-6</p></td>
+</tr>
+<tr class="row-odd"><td><p>7</p></td>
+<td><p>row-7</p></td>
+</tr>
+<tr class="row-even"><td><p>8</p></td>
+<td><p>row-8</p></td>
+</tr>
+<tr class="row-odd"><td><p>9</p></td>
+<td><p>row-9</p></td>
+</tr>
+</tbody>
+</table>
+<p>and applied a filter by</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">viewer</span><span class="o">.</span><span class="n">current_table</span><span class="o">.</span><span class="n">proxy</span><span class="o">.</span><span class="n">filter</span><span class="p">(</span><span class="s2">&quot;A % 2 == 1&quot;</span><span class="p">)</span>
+</pre></div>
+</div>
+<table class="docutils align-default">
+<colgroup>
+<col style="width: 38%" />
+<col style="width: 63%" />
+</colgroup>
+<thead>
+<tr class="row-odd"><th class="head"><p>A</p></th>
+<th class="head"><p>B</p></th>
+</tr>
+</thead>
+<tbody>
+<tr class="row-even"><td><p>1</p></td>
+<td><p>row-1</p></td>
+</tr>
+<tr class="row-odd"><td><p>3</p></td>
+<td><p>row-3</p></td>
+</tr>
+<tr class="row-even"><td><p>5</p></td>
+<td><p>row-5</p></td>
+</tr>
+<tr class="row-odd"><td><p>7</p></td>
+<td><p>row-7</p></td>
+</tr>
+<tr class="row-even"><td><p>9</p></td>
+<td><p>row-9</p></td>
+</tr>
+</tbody>
+</table>
+<p>Here, you can edit, or paste data directly (The edited cells are highlighted in red).</p>
+<table class="docutils align-default">
+<colgroup>
+<col style="width: 23%" />
+<col style="width: 77%" />
+</colgroup>
+<thead>
+<tr class="row-odd"><th class="head"><p>A</p></th>
+<th class="head"><p>B</p></th>
+</tr>
+</thead>
+<tbody>
+<tr class="row-even"><td><p>1</p></td>
+<td><p>row-1</p></td>
+</tr>
+<tr class="row-odd"><td><p>3</p></td>
+<td><p><span class="red">X-3</span></p></td>
+</tr>
+<tr class="row-even"><td><p>5</p></td>
+<td><p><span class="red">X-5</span></p></td>
+</tr>
+<tr class="row-odd"><td><p>7</p></td>
+<td><p><span class="red">X-7</span></p></td>
+</tr>
+<tr class="row-even"><td><p>9</p></td>
+<td><p>row-9</p></td>
+</tr>
+</tbody>
+</table>
+<p>After removing filter (<code class="xref py py-meth docutils literal notranslate"><span class="pre">viewer.current_table.proxy.reset()</span></code>), you’ll see the cells
+are properly edited.</p>
+<table class="docutils align-default">
+<colgroup>
+<col style="width: 23%" />
+<col style="width: 77%" />
+</colgroup>
+<thead>
+<tr class="row-odd"><th class="head"><p>A</p></th>
+<th class="head"><p>B</p></th>
+</tr>
+</thead>
+<tbody>
+<tr class="row-even"><td><p>0</p></td>
+<td><p>row-0</p></td>
+</tr>
+<tr class="row-odd"><td><p>1</p></td>
+<td><p>row-1</p></td>
+</tr>
+<tr class="row-even"><td><p>2</p></td>
+<td><p>row-2</p></td>
+</tr>
+<tr class="row-odd"><td><p>3</p></td>
+<td><p><span class="red">X-3</span></p></td>
+</tr>
+<tr class="row-even"><td><p>4</p></td>
+<td><p>row-4</p></td>
+</tr>
+<tr class="row-odd"><td><p>5</p></td>
+<td><p><span class="red">X-5</span></p></td>
+</tr>
+<tr class="row-even"><td><p>6</p></td>
+<td><p>row-6</p></td>
+</tr>
+<tr class="row-odd"><td><p>7</p></td>
+<td><p><span class="red">X-7</span></p></td>
+</tr>
+<tr class="row-even"><td><p>8</p></td>
+<td><p>row-8</p></td>
+</tr>
+<tr class="row-odd"><td><p>9</p></td>
+<td><p>row-9</p></td>
+</tr>
+</tbody>
+</table>
 </section>
 </section>
 
diff --git a/docs/main/table_fields.html b/docs/main/table_fields.html
new file mode 100644
index 00000000..7021b8f0
--- /dev/null
+++ b/docs/main/table_fields.html
@@ -0,0 +1,335 @@
+<!DOCTYPE html>
+<html class="writer-html5" lang="en" >
+<head>
+  <meta charset="utf-8" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+
+  <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+  <title>Field Attributes of Tables &mdash; tabulous 0.4.0 documentation</title>
+      <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
+      <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+      <link rel="stylesheet" href="../_static/font.css" type="text/css" />
+  <!--[if lt IE 9]>
+    <script src="../_static/js/html5shiv.min.js"></script>
+  <![endif]-->
+
+        <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
+        <script src="../_static/jquery.js"></script>
+        <script src="../_static/underscore.js"></script>
+        <script src="../_static/doctools.js"></script>
+    <script src="../_static/js/theme.js"></script>
+    <link rel="index" title="Index" href="../genindex.html" />
+    <link rel="search" title="Search" href="../search.html" />
+    <link rel="next" title="View Tables in Different Modes" href="table_view_mode.html" />
+    <link rel="prev" title="Column-wise Settings" href="columnwise_settings.html" />
+</head>
+
+<body class="wy-body-for-nav">
+  <div class="wy-grid-for-nav">
+    <nav data-toggle="wy-nav-shift" class="wy-nav-side">
+      <div class="wy-side-scroll">
+        <div class="wy-side-nav-search" >
+            <a href="../index.html" class="icon icon-home"> tabulous
+          </a>
+              <div class="version">
+                0.4.0
+              </div>
+<div role="search">
+  <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
+    <input type="text" name="q" placeholder="Search docs" />
+    <input type="hidden" name="check_keywords" value="yes" />
+    <input type="hidden" name="area" value="default" />
+  </form>
+</div>
+        </div><div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="Navigation menu">
+              <ul>
+<li class="toctree-l1"><a class="reference internal" href="quickstart.html">Quickstart</a></li>
+<li class="toctree-l1"><a class="reference internal" href="user_interface.html">User Interface</a></li>
+</ul>
+<ul class="current">
+<li class="toctree-l1"><a class="reference internal" href="selections.html">Table Selections and Highlights</a></li>
+<li class="toctree-l1"><a class="reference internal" href="sort_filter.html">Sort/Filter Table Data</a></li>
+<li class="toctree-l1"><a class="reference internal" href="columnwise_settings.html">Column-wise Settings</a></li>
+<li class="toctree-l1 current"><a class="current reference internal" href="#">Field Attributes of Tables</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="#cell-field"><code class="docutils literal notranslate"><span class="pre">cell</span></code> field</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="#cell-ref"><code class="docutils literal notranslate"><span class="pre">cell.ref</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="#cell-label"><code class="docutils literal notranslate"><span class="pre">cell.label</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="#cell-text"><code class="docutils literal notranslate"><span class="pre">cell.text</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="#cell-text-color"><code class="docutils literal notranslate"><span class="pre">cell.text_color</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="#cell-background-color"><code class="docutils literal notranslate"><span class="pre">cell.background_color</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="#plt-field"><code class="docutils literal notranslate"><span class="pre">plt</span></code> field</a></li>
+<li class="toctree-l2"><a class="reference internal" href="#index-columns-field"><code class="docutils literal notranslate"><span class="pre">index</span></code> / <code class="docutils literal notranslate"><span class="pre">columns</span></code> field</a></li>
+<li class="toctree-l2"><a class="reference internal" href="#proxy-field"><code class="docutils literal notranslate"><span class="pre">proxy</span></code> field</a></li>
+<li class="toctree-l2"><a class="reference internal" href="#text-color-background-color-field"><code class="docutils literal notranslate"><span class="pre">text_color</span></code> / <code class="docutils literal notranslate"><span class="pre">background_color</span></code> field</a></li>
+<li class="toctree-l2"><a class="reference internal" href="#formatter-validator-field"><code class="docutils literal notranslate"><span class="pre">formatter</span></code> / <code class="docutils literal notranslate"><span class="pre">validator</span></code> field</a></li>
+<li class="toctree-l2"><a class="reference internal" href="#dtypes-field"><code class="docutils literal notranslate"><span class="pre">dtypes</span></code> field</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="table_view_mode.html">View Tables in Different Modes</a></li>
+</ul>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="integrate_custom_widgets.html">Integrate Custom Widgets</a></li>
+<li class="toctree-l1"><a class="reference internal" href="non_mainwindow.html">Use Non-main Window Table Viewers</a></li>
+</ul>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="register_action.html">Register Custom Actions</a></li>
+<li class="toctree-l1"><a class="reference internal" href="cheat_sheet.html">Cheat Sheet for Napari Users</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../apidoc/modules.html">tabulous</a></li>
+</ul>
+
+        </div>
+      </div>
+    </nav>
+
+    <section data-toggle="wy-nav-shift" class="wy-nav-content-wrap"><nav class="wy-nav-top" aria-label="Mobile navigation menu" >
+          <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
+          <a href="../index.html">tabulous</a>
+      </nav>
+
+      <div class="wy-nav-content">
+        <div class="rst-content">
+          <div role="navigation" aria-label="Page navigation">
+  <ul class="wy-breadcrumbs">
+      <li><a href="../index.html" class="icon icon-home"></a> &raquo;</li>
+      <li>Field Attributes of Tables</li>
+      <li class="wy-breadcrumbs-aside">
+            <a href="../_sources/main/table_fields.rst.txt" rel="nofollow"> View page source</a>
+      </li>
+  </ul>
+  <hr/>
+</div>
+          <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
+           <div itemprop="articleBody">
+
+  <section id="field-attributes-of-tables">
+<h1>Field Attributes of Tables<a class="headerlink" href="#field-attributes-of-tables" title="Permalink to this headline">¶</a></h1>
+<div class="contents local topic" id="contents">
+<p class="topic-title">Contents</p>
+<ul class="simple">
+<li><p><a class="reference internal" href="#cell-field" id="id1"><code class="docutils literal notranslate"><span class="pre">cell</span></code> field</a></p></li>
+<li><p><a class="reference internal" href="#plt-field" id="id2"><code class="docutils literal notranslate"><span class="pre">plt</span></code> field</a></p></li>
+<li><p><a class="reference internal" href="#index-columns-field" id="id3"><code class="docutils literal notranslate"><span class="pre">index</span></code> / <code class="docutils literal notranslate"><span class="pre">columns</span></code> field</a></p></li>
+<li><p><a class="reference internal" href="#proxy-field" id="id4"><code class="docutils literal notranslate"><span class="pre">proxy</span></code> field</a></p></li>
+<li><p><a class="reference internal" href="#text-color-background-color-field" id="id5"><code class="docutils literal notranslate"><span class="pre">text_color</span></code> / <code class="docutils literal notranslate"><span class="pre">background_color</span></code> field</a></p></li>
+<li><p><a class="reference internal" href="#formatter-validator-field" id="id6"><code class="docutils literal notranslate"><span class="pre">formatter</span></code> / <code class="docutils literal notranslate"><span class="pre">validator</span></code> field</a></p></li>
+<li><p><a class="reference internal" href="#dtypes-field" id="id7"><code class="docutils literal notranslate"><span class="pre">dtypes</span></code> field</a></p></li>
+</ul>
+</div>
+<p>Table operations are very complicated. Providing all the programmatic operations
+to interact with table state and data as table methods is confusing. Thus, in
+<a class="reference internal" href="../apidoc/tabulous.html#module-tabulous" title="tabulous"><code class="xref py py-mod docutils literal notranslate"><span class="pre">tabulous</span></code></a>, these operations are well organized with fields and sub-fields
+(For instance, all the methods related to table cells are all in <code class="xref py py-attr docutils literal notranslate"><span class="pre">cell</span></code>
+field).</p>
+<p>Followings are all the fields that are available in table widgets.</p>
+<section id="cell-field">
+<h2><a class="toc-backref" href="#id1"><code class="docutils literal notranslate"><span class="pre">cell</span></code> field</a><a class="headerlink" href="#cell-field" title="Permalink to this headline">¶</a></h2>
+<p>The <code class="xref py py-attr docutils literal notranslate"><span class="pre">cell</span></code> field provides several methods to get access to table cells.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">table</span><span class="o">.</span><span class="n">cell</span><span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">]</span> <span class="o">=</span> <span class="o">-</span><span class="mi">1</span>
+<span class="n">table</span><span class="o">.</span><span class="n">cell</span><span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">0</span><span class="p">:</span><span class="mi">5</span><span class="p">]</span> <span class="o">=</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">4</span><span class="p">,</span> <span class="mi">5</span><span class="p">]</span>
+</pre></div>
+</div>
+<p><code class="xref py py-attr docutils literal notranslate"><span class="pre">cell</span></code> supports custom contextmenu registration. See <a class="reference internal" href="register_action.html"><span class="doc">Register Custom Actions</span></a>
+for more detail.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>To set new table data, <code class="xref py py-attr docutils literal notranslate"><span class="pre">loc</span></code> and <code class="xref py py-attr docutils literal notranslate"><span class="pre">iloc</span></code> is not safe.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">table</span><span class="o">.</span><span class="n">data</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">]</span> <span class="o">=</span> <span class="o">-</span><span class="mi">1</span>  <span class="c1"># set new data</span>
+</pre></div>
+</div>
+<p>This is not equivalent to editing cells directly for several reasons.</p>
+<ul class="simple">
+<li><p><code class="xref py py-class docutils literal notranslate"><span class="pre">Table</span></code> data will be updated in this way but <code class="xref py py-class docutils literal notranslate"><span class="pre">SpreadSheet</span></code> will not since
+the returned data is a copy.</p></li>
+<li><p><code class="xref py py-attr docutils literal notranslate"><span class="pre">loc</span></code> and <code class="xref py py-attr docutils literal notranslate"><span class="pre">iloc</span></code> does not check data type.</p></li>
+<li><p>Table will not be updated immediately.</p></li>
+</ul>
+</div>
+<p>The <code class="xref py py-attr docutils literal notranslate"><span class="pre">cell</span></code> field has several sub-fields.</p>
+<section id="cell-ref">
+<h3><code class="docutils literal notranslate"><span class="pre">cell.ref</span></code><a class="headerlink" href="#cell-ref" title="Permalink to this headline">¶</a></h3>
+<p>All the in-cell functions with cell references are accessible via <code class="xref py py-attr docutils literal notranslate"><span class="pre">ref</span></code> sub-field.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">table</span> <span class="o">=</span> <span class="n">viewer</span><span class="o">.</span><span class="n">add_spreadsheet</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">10</span><span class="p">))</span>
+<span class="n">table</span><span class="o">.</span><span class="n">cell</span><span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">]</span> <span class="o">=</span> <span class="s2">&quot;&amp;=np.mean(df.iloc[:, 0])&quot;</span>
+<span class="nb">print</span><span class="p">(</span><span class="n">table</span><span class="o">.</span><span class="n">cell</span><span class="o">.</span><span class="n">ref</span><span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">])</span>  <span class="c1"># get the slot function at (0, 1)</span>
+<span class="nb">print</span><span class="p">(</span><span class="n">table</span><span class="o">.</span><span class="n">cell</span><span class="o">.</span><span class="n">ref</span><span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">])</span>  <span class="c1"># KeyError</span>
+</pre></div>
+</div>
+</section>
+<section id="cell-label">
+<h3><code class="docutils literal notranslate"><span class="pre">cell.label</span></code><a class="headerlink" href="#cell-label" title="Permalink to this headline">¶</a></h3>
+<p>Cell labels can be edited programmatically using this sub-field.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="n">table</span><span class="o">.</span><span class="n">cell</span><span class="o">.</span><span class="n">label</span><span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">])</span>
+<span class="n">table</span><span class="o">.</span><span class="n">cell</span><span class="o">.</span><span class="n">label</span><span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">]</span> <span class="o">=</span> <span class="s2">&quot;mean:&quot;</span>
+</pre></div>
+</div>
+</section>
+<section id="cell-text">
+<h3><code class="docutils literal notranslate"><span class="pre">cell.text</span></code><a class="headerlink" href="#cell-text" title="Permalink to this headline">¶</a></h3>
+<p>Displayed (formatted) text in cells can be obtained using this sub-field.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="n">table</span><span class="o">.</span><span class="n">cell</span><span class="o">.</span><span class="n">text</span><span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">])</span>
+</pre></div>
+</div>
+</section>
+<section id="cell-text-color">
+<h3><code class="docutils literal notranslate"><span class="pre">cell.text_color</span></code><a class="headerlink" href="#cell-text-color" title="Permalink to this headline">¶</a></h3>
+<p>Displayed text color (8-bit RGBA) in cells can be obtained using this sub-field.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="n">table</span><span class="o">.</span><span class="n">cell</span><span class="o">.</span><span class="n">text_color</span><span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">])</span>
+</pre></div>
+</div>
+</section>
+<section id="cell-background-color">
+<h3><code class="docutils literal notranslate"><span class="pre">cell.background_color</span></code><a class="headerlink" href="#cell-background-color" title="Permalink to this headline">¶</a></h3>
+<p>Displayed background color (8-bit RGBA) in cells can be obtained using this sub-field.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="n">table</span><span class="o">.</span><span class="n">cell</span><span class="o">.</span><span class="n">text_color</span><span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">])</span>
+</pre></div>
+</div>
+</section>
+</section>
+<section id="plt-field">
+<h2><a class="toc-backref" href="#id2"><code class="docutils literal notranslate"><span class="pre">plt</span></code> field</a><a class="headerlink" href="#plt-field" title="Permalink to this headline">¶</a></h2>
+<p>Since plotting is a common use case for table data analysis, plot canvases are implemented
+by default. The basic plot functions are available in <code class="xref py py-attr docutils literal notranslate"><span class="pre">plt</span></code> field with the
+similar API as <code class="xref py py-mod docutils literal notranslate"><span class="pre">matplotlib.pyplot</span></code> module.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">table</span> <span class="o">=</span> <span class="n">viewer</span><span class="o">.</span><span class="n">tables</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+<span class="n">table</span><span class="o">.</span><span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">)</span>
+<span class="n">table</span><span class="o">.</span><span class="n">plt</span><span class="o">.</span><span class="n">hist</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
+<span class="n">table</span><span class="o">.</span><span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">)</span>
+</pre></div>
+</div>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>You can also update plot canvas from the “Plot” tab of the toolbar.</p>
+</div>
+</section>
+<section id="index-columns-field">
+<h2><a class="toc-backref" href="#id3"><code class="docutils literal notranslate"><span class="pre">index</span></code> / <code class="docutils literal notranslate"><span class="pre">columns</span></code> field</a><a class="headerlink" href="#index-columns-field" title="Permalink to this headline">¶</a></h2>
+<p><code class="xref py py-attr docutils literal notranslate"><span class="pre">index</span></code> and <code class="xref py py-attr docutils literal notranslate"><span class="pre">column</span></code> behaves very similar to <code class="xref py py-attr docutils literal notranslate"><span class="pre">index</span></code> and <code class="xref py py-attr docutils literal notranslate"><span class="pre">column</span></code>
+of <code class="xref py py-class docutils literal notranslate"><span class="pre">pandas.DataFrame</span></code>.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="c1"># get header data</span>
+<span class="nb">print</span><span class="p">(</span><span class="n">table</span><span class="o">.</span><span class="n">index</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span>
+<span class="nb">print</span><span class="p">(</span><span class="n">table</span><span class="o">.</span><span class="n">columns</span><span class="p">[</span><span class="mi">2</span><span class="p">])</span>
+
+<span class="c1"># get index of header name</span>
+<span class="n">table</span><span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">get_loc</span><span class="p">(</span><span class="s2">&quot;index_name&quot;</span><span class="p">)</span>
+<span class="n">table</span><span class="o">.</span><span class="n">columns</span><span class="o">.</span><span class="n">get_loc</span><span class="p">(</span><span class="s2">&quot;column_name&quot;</span><span class="p">)</span>
+
+<span class="c1"># update header data</span>
+<span class="n">table</span><span class="o">.</span><span class="n">index</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span> <span class="o">=</span> <span class="s2">&quot;index_name&quot;</span>
+<span class="n">table</span><span class="o">.</span><span class="n">columns</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span> <span class="o">=</span> <span class="s2">&quot;column_name&quot;</span>
+</pre></div>
+</div>
+<p><code class="xref py py-attr docutils literal notranslate"><span class="pre">index</span></code> and <cite>columns</cite> support custom contextmenu registration. See
+<a class="reference internal" href="register_action.html"><span class="doc">Register Custom Actions</span></a> for more detail.</p>
+</section>
+<section id="proxy-field">
+<h2><a class="toc-backref" href="#id4"><code class="docutils literal notranslate"><span class="pre">proxy</span></code> field</a><a class="headerlink" href="#proxy-field" title="Permalink to this headline">¶</a></h2>
+<p>Proxy includes sorting and filtering, that is, deciding which rows to be shown and
+which not to be.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">table</span><span class="o">.</span><span class="n">proxy</span><span class="o">.</span><span class="n">filter</span><span class="p">(</span><span class="s2">&quot;label == &#39;A&#39;&quot;</span><span class="p">)</span>  <span class="c1"># filter by &#39;label&#39; column</span>
+<span class="n">table</span><span class="o">.</span><span class="n">proxy</span><span class="o">.</span><span class="n">sort</span><span class="p">(</span><span class="s2">&quot;value&quot;</span><span class="p">)</span>  <span class="c1"># sort by &#39;value&#39; column</span>
+<span class="n">table</span><span class="o">.</span><span class="n">reset</span><span class="p">()</span>  <span class="c1"># reset proxy</span>
+</pre></div>
+</div>
+<p>See <a class="reference internal" href="sort_filter.html"><span class="doc">Sort/Filter Table Data</span></a> for more details.</p>
+</section>
+<section id="text-color-background-color-field">
+<h2><a class="toc-backref" href="#id5"><code class="docutils literal notranslate"><span class="pre">text_color</span></code> / <code class="docutils literal notranslate"><span class="pre">background_color</span></code> field</a><a class="headerlink" href="#text-color-background-color-field" title="Permalink to this headline">¶</a></h2>
+<p><code class="xref py py-attr docutils literal notranslate"><span class="pre">text_color</span></code> and <code class="xref py py-attr docutils literal notranslate"><span class="pre">background_color</span></code> stores all the column-specific colormaps.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">table</span><span class="o">.</span><span class="n">text_color</span><span class="p">[</span><span class="s2">&quot;A&quot;</span><span class="p">]</span>  <span class="c1"># get the colormap of column &quot;A&quot;</span>
+<span class="n">table</span><span class="o">.</span><span class="n">text_color</span><span class="p">[</span><span class="s2">&quot;A&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">cmap</span>  <span class="c1"># set a colormap to column &quot;A&quot;</span>
+
+<span class="c1"># set a colormap to column &quot;A&quot; with a decorator</span>
+<span class="nd">@table</span><span class="o">.</span><span class="n">text_color</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;A&quot;</span><span class="p">)</span>
+<span class="k">def</span> <span class="nf">cmap</span><span class="p">(</span><span class="n">x</span><span class="p">):</span>
+    <span class="o">...</span>
+
+<span class="k">del</span> <span class="n">table</span><span class="o">.</span><span class="n">text_color</span><span class="p">[</span><span class="s2">&quot;A&quot;</span><span class="p">]</span>  <span class="c1"># reset the colormap defined for column &quot;A&quot;</span>
+</pre></div>
+</div>
+<p>See <a class="reference internal" href="columnwise_settings.html"><span class="doc">Column-wise Settings</span></a> for more details.</p>
+</section>
+<section id="formatter-validator-field">
+<h2><a class="toc-backref" href="#id6"><code class="docutils literal notranslate"><span class="pre">formatter</span></code> / <code class="docutils literal notranslate"><span class="pre">validator</span></code> field</a><a class="headerlink" href="#formatter-validator-field" title="Permalink to this headline">¶</a></h2>
+<p><code class="xref py py-attr docutils literal notranslate"><span class="pre">formatter</span></code> and <code class="xref py py-attr docutils literal notranslate"><span class="pre">validator</span></code> stores all the column-specific text formatter
+and data validator functions.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">table</span><span class="o">.</span><span class="n">formatter</span><span class="p">[</span><span class="s2">&quot;A&quot;</span><span class="p">]</span>  <span class="c1"># get the formatter of column &quot;A&quot;</span>
+<span class="n">table</span><span class="o">.</span><span class="n">formatter</span><span class="p">[</span><span class="s2">&quot;A&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="s2">&quot;</span><span class="si">{:2f}</span><span class="s2"> cm&quot;</span>  <span class="c1"># set a formatter of column &quot;A&quot;</span>
+
+<span class="c1"># set a formatter of column &quot;A&quot; with a decorator</span>
+<span class="nd">@table</span><span class="o">.</span><span class="n">formatter</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;A&quot;</span><span class="p">)</span>
+<span class="k">def</span> <span class="nf">fmt</span><span class="p">(</span><span class="n">x</span><span class="p">):</span>
+    <span class="k">return</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{:</span><span class="s2">2f</span><span class="si">}</span><span class="s2"> cm&quot;</span>
+
+<span class="k">del</span> <span class="n">table</span><span class="o">.</span><span class="n">formatter</span><span class="p">[</span><span class="s2">&quot;A&quot;</span><span class="p">]</span>  <span class="c1"># reset the formatter of column &quot;A&quot;</span>
+</pre></div>
+</div>
+<p>See <a class="reference internal" href="columnwise_settings.html"><span class="doc">Column-wise Settings</span></a> for more details.</p>
+</section>
+<section id="dtypes-field">
+<h2><a class="toc-backref" href="#id7"><code class="docutils literal notranslate"><span class="pre">dtypes</span></code> field</a><a class="headerlink" href="#dtypes-field" title="Permalink to this headline">¶</a></h2>
+<p><code class="xref py py-attr docutils literal notranslate"><span class="pre">dtypes</span></code> is a <code class="xref py py-class docutils literal notranslate"><span class="pre">SpreadSheet</span></code>-specific field. Since a spreadsheet has to
+determine the data type of each column, you may occasionally want to tell which
+data type it should be. This is especially important when a column should be
+interpreted as <code class="docutils literal notranslate"><span class="pre">category</span></code> or <code class="docutils literal notranslate"><span class="pre">datetime</span></code>.</p>
+<p><code class="xref py py-attr docutils literal notranslate"><span class="pre">dtypes</span></code> is a <code class="docutils literal notranslate"><span class="pre">dict</span></code>-like object that maps column names to data types.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">table</span> <span class="o">=</span> <span class="n">viewer</span><span class="o">.</span><span class="n">add_spreadsheet</span><span class="p">({</span><span class="s2">&quot;A&quot;</span><span class="p">:</span> <span class="p">[</span><span class="s2">&quot;X&quot;</span><span class="p">,</span> <span class="s2">&quot;X&quot;</span><span class="p">,</span> <span class="s2">&quot;Y&quot;</span><span class="p">],</span> <span class="s2">&quot;B&quot;</span><span class="p">:</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">]})</span>
+<span class="n">table</span><span class="o">.</span><span class="n">dtypes</span><span class="p">[</span><span class="s2">&quot;A&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="s2">&quot;category&quot;</span>
+<span class="n">table</span><span class="o">.</span><span class="n">dtypes</span><span class="p">[</span><span class="s2">&quot;B&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="s2">&quot;float&quot;</span>
+<span class="n">table</span><span class="o">.</span><span class="n">data</span>
+</pre></div>
+</div>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>   <span class="n">A</span>    <span class="n">B</span>
+<span class="mi">0</span>  <span class="n">X</span>  <span class="mf">1.0</span>
+<span class="mi">1</span>  <span class="n">X</span>  <span class="mf">2.0</span>
+<span class="mi">2</span>  <span class="n">Y</span>  <span class="mf">3.0</span>
+</pre></div>
+</div>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">table</span><span class="o">.</span><span class="n">dtypes</span>
+</pre></div>
+</div>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">ColumnDtypeInterface</span><span class="p">(</span>
+    <span class="s1">&#39;A&#39;</span><span class="p">:</span> <span class="n">category</span><span class="p">,</span>
+    <span class="s1">&#39;B&#39;</span><span class="p">:</span> <span class="n">float64</span>
+<span class="p">)</span>
+</pre></div>
+</div>
+<p>Simply delete items if you want to reset the dtype setting.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="k">del</span> <span class="n">table</span><span class="o">.</span><span class="n">dtypes</span><span class="p">[</span><span class="s2">&quot;A&quot;</span><span class="p">]</span>
+</pre></div>
+</div>
+</section>
+</section>
+
+
+           </div>
+          </div>
+          <footer><div class="rst-footer-buttons" role="navigation" aria-label="Footer">
+        <a href="columnwise_settings.html" class="btn btn-neutral float-left" title="Column-wise Settings" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
+        <a href="table_view_mode.html" class="btn btn-neutral float-right" title="View Tables in Different Modes" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
+    </div>
+
+  <hr/>
+
+  <div role="contentinfo">
+    <p>&#169; Copyright 2022, Hanjin Liu.</p>
+  </div>
+
+  Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
+    <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
+    provided by <a href="https://readthedocs.org">Read the Docs</a>.
+
+
+</footer>
+        </div>
+      </div>
+    </section>
+  </div>
+  <script>
+      jQuery(function () {
+          SphinxRtdTheme.Navigation.enable(true);
+      });
+  </script>
+
+</body>
+</html>
diff --git a/docs/main/table_view_mode.html b/docs/main/table_view_mode.html
new file mode 100644
index 00000000..36c168ad
--- /dev/null
+++ b/docs/main/table_view_mode.html
@@ -0,0 +1,200 @@
+<!DOCTYPE html>
+<html class="writer-html5" lang="en" >
+<head>
+  <meta charset="utf-8" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+
+  <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+  <title>View Tables in Different Modes &mdash; tabulous 0.4.0 documentation</title>
+      <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
+      <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+      <link rel="stylesheet" href="../_static/font.css" type="text/css" />
+  <!--[if lt IE 9]>
+    <script src="../_static/js/html5shiv.min.js"></script>
+  <![endif]-->
+
+        <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
+        <script src="../_static/jquery.js"></script>
+        <script src="../_static/underscore.js"></script>
+        <script src="../_static/doctools.js"></script>
+    <script src="../_static/js/theme.js"></script>
+    <link rel="index" title="Index" href="../genindex.html" />
+    <link rel="search" title="Search" href="../search.html" />
+    <link rel="next" title="Integrate Custom Widgets" href="integrate_custom_widgets.html" />
+    <link rel="prev" title="Field Attributes of Tables" href="table_fields.html" />
+</head>
+
+<body class="wy-body-for-nav">
+  <div class="wy-grid-for-nav">
+    <nav data-toggle="wy-nav-shift" class="wy-nav-side">
+      <div class="wy-side-scroll">
+        <div class="wy-side-nav-search" >
+            <a href="../index.html" class="icon icon-home"> tabulous
+          </a>
+              <div class="version">
+                0.4.0
+              </div>
+<div role="search">
+  <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
+    <input type="text" name="q" placeholder="Search docs" />
+    <input type="hidden" name="check_keywords" value="yes" />
+    <input type="hidden" name="area" value="default" />
+  </form>
+</div>
+        </div><div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="Navigation menu">
+              <ul>
+<li class="toctree-l1"><a class="reference internal" href="quickstart.html">Quickstart</a></li>
+<li class="toctree-l1"><a class="reference internal" href="user_interface.html">User Interface</a></li>
+</ul>
+<ul class="current">
+<li class="toctree-l1"><a class="reference internal" href="selections.html">Table Selections and Highlights</a></li>
+<li class="toctree-l1"><a class="reference internal" href="sort_filter.html">Sort/Filter Table Data</a></li>
+<li class="toctree-l1"><a class="reference internal" href="columnwise_settings.html">Column-wise Settings</a></li>
+<li class="toctree-l1"><a class="reference internal" href="table_fields.html">Field Attributes of Tables</a></li>
+<li class="toctree-l1 current"><a class="current reference internal" href="#">View Tables in Different Modes</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="#dual-view">Dual View</a></li>
+<li class="toctree-l2"><a class="reference internal" href="#popup-view">Popup View</a></li>
+<li class="toctree-l2"><a class="reference internal" href="#tile-view">Tile View</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="#how-tiling-works">How tiling works</a></li>
+<li class="toctree-l3"><a class="reference internal" href="#untiling">Untiling</a></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="integrate_custom_widgets.html">Integrate Custom Widgets</a></li>
+<li class="toctree-l1"><a class="reference internal" href="non_mainwindow.html">Use Non-main Window Table Viewers</a></li>
+</ul>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="register_action.html">Register Custom Actions</a></li>
+<li class="toctree-l1"><a class="reference internal" href="cheat_sheet.html">Cheat Sheet for Napari Users</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../apidoc/modules.html">tabulous</a></li>
+</ul>
+
+        </div>
+      </div>
+    </nav>
+
+    <section data-toggle="wy-nav-shift" class="wy-nav-content-wrap"><nav class="wy-nav-top" aria-label="Mobile navigation menu" >
+          <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
+          <a href="../index.html">tabulous</a>
+      </nav>
+
+      <div class="wy-nav-content">
+        <div class="rst-content">
+          <div role="navigation" aria-label="Page navigation">
+  <ul class="wy-breadcrumbs">
+      <li><a href="../index.html" class="icon icon-home"></a> &raquo;</li>
+      <li>View Tables in Different Modes</li>
+      <li class="wy-breadcrumbs-aside">
+            <a href="../_sources/main/table_view_mode.rst.txt" rel="nofollow"> View page source</a>
+      </li>
+  </ul>
+  <hr/>
+</div>
+          <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
+           <div itemprop="articleBody">
+
+  <section id="view-tables-in-different-modes">
+<h1>View Tables in Different Modes<a class="headerlink" href="#view-tables-in-different-modes" title="Permalink to this headline">¶</a></h1>
+<div class="contents local topic" id="contents">
+<p class="topic-title">Contents</p>
+<ul class="simple">
+<li><p><a class="reference internal" href="#dual-view" id="id1">Dual View</a></p></li>
+<li><p><a class="reference internal" href="#popup-view" id="id2">Popup View</a></p></li>
+<li><p><a class="reference internal" href="#tile-view" id="id3">Tile View</a></p></li>
+</ul>
+</div>
+<p>To efficiently inspect table data, it is very useful to change table view modes.</p>
+<section id="dual-view">
+<h2><a class="toc-backref" href="#id1">Dual View</a><a class="headerlink" href="#dual-view" title="Permalink to this headline">¶</a></h2>
+<p>In dual view mode, table is split into two part and each part can be scrolled
+and zoomed independently. This mode is useful to inspect large data.</p>
+<p>Dual view is enabled by setting <code class="docutils literal notranslate"><span class="pre">table.view_mode</span> <span class="pre">=</span> <span class="pre">&quot;horizontal&quot;</span></code> for horizontal
+view, and <code class="docutils literal notranslate"><span class="pre">table.view_mode</span> <span class="pre">=</span> <span class="pre">&quot;vertical&quot;</span></code> for vertical one.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">table</span> <span class="o">=</span> <span class="n">viewer</span><span class="o">.</span><span class="n">add_table</span><span class="p">(</span><span class="n">data</span><span class="p">)</span>
+<span class="n">table</span><span class="o">.</span><span class="n">view_mode</span> <span class="o">=</span> <span class="s2">&quot;horizontal&quot;</span>
+</pre></div>
+</div>
+<p>To reset dual view, set the property to <code class="docutils literal notranslate"><span class="pre">&quot;normal&quot;</span></code>.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">table</span><span class="o">.</span><span class="n">view_mode</span> <span class="o">=</span> <span class="s2">&quot;normal&quot;</span>
+</pre></div>
+</div>
+<p>Dual view can also be turned on by key combo <span class="kbd">Ctrl+K ⇒ H</span> (horizontal) or
+<span class="kbd">Ctrl+K ⇒ V</span> (vertical). Reset it by key combo <span class="kbd">Ctrl+K ⇒ N</span>.</p>
+</section>
+<section id="popup-view">
+<h2><a class="toc-backref" href="#id2">Popup View</a><a class="headerlink" href="#popup-view" title="Permalink to this headline">¶</a></h2>
+<p>In popup view mode, a large popup window appears and the table data is shown
+inside it. This mode is useful when you want to focus on seeing or editing one
+table, or the table viewer widget is docked in other widget so it is very small.</p>
+<p>Popup view is enabled by setting <code class="docutils literal notranslate"><span class="pre">table.view_mode</span> <span class="pre">=</span> <span class="pre">&quot;popup&quot;</span></code> and can be reset
+similar to dual view by <code class="docutils literal notranslate"><span class="pre">table.view_mode</span> <span class="pre">=</span> <span class="pre">&quot;normal&quot;</span></code></p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">table</span> <span class="o">=</span> <span class="n">viewer</span><span class="o">.</span><span class="n">add_table</span><span class="p">(</span><span class="n">data</span><span class="p">)</span>
+<span class="n">table</span><span class="o">.</span><span class="n">view_mode</span> <span class="o">=</span> <span class="s2">&quot;popup&quot;</span>
+</pre></div>
+</div>
+<p>Dual view can also be turned on by key combo <span class="kbd">Ctrl+K ⇒ P</span>.</p>
+</section>
+<section id="tile-view">
+<h2><a class="toc-backref" href="#id3">Tile View</a><a class="headerlink" href="#tile-view" title="Permalink to this headline">¶</a></h2>
+<p>Tile view is a mode that shows different tables in a same window, while the
+structure of table list and tabs are not affected.</p>
+<section id="how-tiling-works">
+<h3>How tiling works<a class="headerlink" href="#how-tiling-works" title="Permalink to this headline">¶</a></h3>
+<p>For instance, if you tiled tables “A” and “B”, they will appear in the same
+window, but tabs named “A” and “B” still exist in the tab bar. <code class="docutils literal notranslate"><span class="pre">viewer.tables[i]</span></code>
+also returns the same table as before. When tab “A” or “B” is clicked, the tiled
+table with “A” and “B” is shown as <code class="docutils literal notranslate"><span class="pre">A|B</span></code>.</p>
+<p>You can tile the current table and the table next to it by shortcut <span class="kbd">Ctrl+K ⇒ ^</span>.
+You can also programmatically tile tables by calling <code class="xref py py-meth docutils literal notranslate"><span class="pre">viewer.tables.tile()</span></code>.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">viewer</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">tile</span><span class="p">([</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">])</span>  <span class="c1"># tile the 0th and 1st tables</span>
+<span class="n">viewer</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">tile</span><span class="p">([</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">3</span><span class="p">])</span>  <span class="c1"># tile tables at indices [0, 1, 3]</span>
+</pre></div>
+</div>
+<img alt="../_images/tile_tables.png" src="../_images/tile_tables.png" />
+</section>
+<section id="untiling">
+<h3>Untiling<a class="headerlink" href="#untiling" title="Permalink to this headline">¶</a></h3>
+<p>Untiling is also well-defined operation. Let’s say tabs “A”, “B” and “C” is tiled so
+these tabs show tiled view <code class="docutils literal notranslate"><span class="pre">A|B|C</span></code>. If you untiled “B”, “A” and “C” are re-tiled
+while “B” returns the original state. Therefore, tabs “A” and “C” shows <code class="docutils literal notranslate"><span class="pre">A|C</span></code> and
+tab “B” shows <code class="docutils literal notranslate"><span class="pre">B</span></code>.</p>
+<p>You can untile the current table by shortcut <span class="kbd">Ctrl+K ⇒ \</span>.
+You can also programmatically untile tables by calling <code class="docutils literal notranslate"><span class="pre">viewer.tables.untile([0,</span> <span class="pre">1,</span> <span class="pre">2])</span></code>.</p>
+</section>
+</section>
+</section>
+
+
+           </div>
+          </div>
+          <footer><div class="rst-footer-buttons" role="navigation" aria-label="Footer">
+        <a href="table_fields.html" class="btn btn-neutral float-left" title="Field Attributes of Tables" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
+        <a href="integrate_custom_widgets.html" class="btn btn-neutral float-right" title="Integrate Custom Widgets" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
+    </div>
+
+  <hr/>
+
+  <div role="contentinfo">
+    <p>&#169; Copyright 2022, Hanjin Liu.</p>
+  </div>
+
+  Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
+    <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
+    provided by <a href="https://readthedocs.org">Read the Docs</a>.
+
+
+</footer>
+        </div>
+      </div>
+    </section>
+  </div>
+  <script>
+      jQuery(function () {
+          SphinxRtdTheme.Navigation.enable(true);
+      });
+  </script>
+
+</body>
+</html>
diff --git a/docs/main/user_interface.html b/docs/main/user_interface.html
index 5004ab76..ff457979 100644
--- a/docs/main/user_interface.html
+++ b/docs/main/user_interface.html
@@ -4,9 +4,10 @@
   <meta charset="utf-8" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>User Interface &mdash; tabulous 0.4.0rc0 documentation</title>
+  <title>User Interface &mdash; tabulous 0.4.0 documentation</title>
       <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
       <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+      <link rel="stylesheet" href="../_static/font.css" type="text/css" />
   <!--[if lt IE 9]>
     <script src="../_static/js/html5shiv.min.js"></script>
   <![endif]-->
@@ -30,7 +31,7 @@
             <a href="../index.html" class="icon icon-home"> tabulous
           </a>
               <div class="version">
-                0.4.0rc0
+                0.4.0
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
@@ -46,6 +47,7 @@
 <li class="toctree-l2"><a class="reference internal" href="#tables">Tables</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="#move-around-the-table">Move around the table</a></li>
 <li class="toctree-l3"><a class="reference internal" href="#edit-cells-and-headers">Edit cells and headers</a></li>
+<li class="toctree-l3"><a class="reference internal" href="#add-cell-labels">Add cell labels</a></li>
 <li class="toctree-l3"><a class="reference internal" href="#excel-style-data-evaluation">Excel-style data evaluation</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="#scalar-value">Scalar value</a></li>
 <li class="toctree-l4"><a class="reference internal" href="#column-vector">Column vector</a></li>
@@ -54,7 +56,6 @@
 <li class="toctree-l4"><a class="reference internal" href="#user-defined-namespace">User-defined namespace</a></li>
 </ul>
 </li>
-<li class="toctree-l3"><a class="reference internal" href="#send-the-values-to-the-console">Send the values to the console</a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="#toolbar">Toolbar</a><ul>
@@ -73,10 +74,11 @@
 <li class="toctree-l1"><a class="reference internal" href="selections.html">Table Selections and Highlights</a></li>
 <li class="toctree-l1"><a class="reference internal" href="sort_filter.html">Sort/Filter Table Data</a></li>
 <li class="toctree-l1"><a class="reference internal" href="columnwise_settings.html">Column-wise Settings</a></li>
-<li class="toctree-l1"><a class="reference internal" href="table_advanced.html">Working with Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="table_fields.html">Field Attributes of Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="table_view_mode.html">View Tables in Different Modes</a></li>
 </ul>
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="dock_widget.html">Custom Dock widget</a></li>
+<li class="toctree-l1"><a class="reference internal" href="integrate_custom_widgets.html">Integrate Custom Widgets</a></li>
 <li class="toctree-l1"><a class="reference internal" href="non_mainwindow.html">Use Non-main Window Table Viewers</a></li>
 </ul>
 <ul>
@@ -118,8 +120,8 @@ <h1>User Interface<a class="headerlink" href="#user-interface" title="Permalink
 <ul>
 <li><p><a class="reference internal" href="#move-around-the-table" id="id2">Move around the table</a></p></li>
 <li><p><a class="reference internal" href="#edit-cells-and-headers" id="id3">Edit cells and headers</a></p></li>
-<li><p><a class="reference internal" href="#excel-style-data-evaluation" id="id4">Excel-style data evaluation</a></p></li>
-<li><p><a class="reference internal" href="#send-the-values-to-the-console" id="id5">Send the values to the console</a></p></li>
+<li><p><a class="reference internal" href="#add-cell-labels" id="id4">Add cell labels</a></p></li>
+<li><p><a class="reference internal" href="#excel-style-data-evaluation" id="id5">Excel-style data evaluation</a></p></li>
 </ul>
 </li>
 <li><p><a class="reference internal" href="#toolbar" id="id6">Toolbar</a></p>
@@ -138,23 +140,57 @@ <h1>User Interface<a class="headerlink" href="#user-interface" title="Permalink
 <h2><a class="toc-backref" href="#id1">Tables</a><a class="headerlink" href="#tables" title="Permalink to this headline">¶</a></h2>
 <section id="move-around-the-table">
 <h3><a class="toc-backref" href="#id2">Move around the table</a><a class="headerlink" href="#move-around-the-table" title="Permalink to this headline">¶</a></h3>
-<p>Arrow keys <code class="docutils literal notranslate"><span class="pre">→</span></code>, <code class="docutils literal notranslate"><span class="pre">←</span></code>, <code class="docutils literal notranslate"><span class="pre">↑</span></code>, <code class="docutils literal notranslate"><span class="pre">↓</span></code> with <code class="docutils literal notranslate"><span class="pre">Ctrl</span></code> (or <code class="docutils literal notranslate"><span class="pre">⌘</span></code> in Mac), <code class="docutils literal notranslate"><span class="pre">Shift</span></code> modifier
-work as you expects in most of table data editors.</p>
-<p>Additionally, <code class="docutils literal notranslate"><span class="pre">Ctrl</span></code> + <code class="docutils literal notranslate"><span class="pre">mouse</span> <span class="pre">wheel</span></code> zooms in/out the table. <code class="docutils literal notranslate"><span class="pre">Ctrl</span></code> + <code class="docutils literal notranslate"><span class="pre">Alt</span></code> + arrow
-keys scrolls the table to the desired direction.</p>
-<img alt="../_images/table_interface_0.gif" src="../_images/table_interface_0.gif" />
+<p>Arrow keys (<span class="kbd">→</span> <span class="kbd">←</span> <span class="kbd">↑</span> <span class="kbd">↓</span>) with <span class="kbd">Ctrl</span> (or <span class="kbd">⌘</span> in Mac),
+<span class="kbd">Shift</span> modifier work as you expects in most of table data editors.</p>
+<p>Additionally, <span class="kbd">Ctrl</span> + <code class="docutils literal notranslate"><span class="pre">mouse</span> <span class="pre">wheel</span></code> zooms in/out the table. Arrow keys (<span class="kbd">→</span>
+<span class="kbd">←</span> <span class="kbd">↑</span> <span class="kbd">↓</span>) with <span class="kbd">Ctrl</span> + <span class="kbd">Alt</span> scrolls the table to the desired
+direction.</p>
 </section>
 <section id="edit-cells-and-headers">
 <h3><a class="toc-backref" href="#id3">Edit cells and headers</a><a class="headerlink" href="#edit-cells-and-headers" title="Permalink to this headline">¶</a></h3>
-<p>If a table is editable, you can edit the values of cells and headers. Double-clicking, <code class="docutils literal notranslate"><span class="pre">F2</span></code>
+<p>If a table is editable, you can edit the values of cells and headers. Double-clicking, <span class="kbd">F2</span>
 or typing any characters will create an editor for the value.</p>
-<img alt="../_images/table_interface_1.gif" src="../_images/table_interface_1.gif" />
+<img alt="../_images/edit_cell.png" src="../_images/edit_cell.png" />
 <p>During editing, the text will always be validated. Invalid text will be shown in red. For the
 table cells, you can set any validation rules (see <a class="reference internal" href="columnwise_settings.html"><span class="doc">Column-wise Settings</span></a>). For
 the table headers, duplicated names are not allowed and considered to be invalid.</p>
 </section>
+<section id="add-cell-labels">
+<h3><a class="toc-backref" href="#id4">Add cell labels</a><a class="headerlink" href="#add-cell-labels" title="Permalink to this headline">¶</a></h3>
+<p>People using spreadsheets usually want to name some of the cells. For instance, when you
+calculated the mean of a column, you want to name the cell as “mean”. Usually, it is done
+by editing one of the adjacent cells.</p>
+<table class="docutils align-default">
+<colgroup>
+<col style="width: 43%" />
+<col style="width: 57%" />
+</colgroup>
+<thead>
+<tr class="row-odd"><th class="head"><p>A</p></th>
+<th class="head"><p>B</p></th>
+</tr>
+</thead>
+<tbody>
+<tr class="row-even"><td><p>1</p></td>
+<td><p>mean</p></td>
+</tr>
+<tr class="row-odd"><td><p>2</p></td>
+<td><p>2.5</p></td>
+</tr>
+<tr class="row-even"><td><p>3</p></td>
+<td></td>
+</tr>
+<tr class="row-odd"><td><p>4</p></td>
+<td></td>
+</tr>
+</tbody>
+</table>
+<p>In <a class="reference internal" href="../apidoc/tabulous.html#module-tabulous" title="tabulous"><code class="xref py py-mod docutils literal notranslate"><span class="pre">tabulous</span></code></a>, however, you can directly name the cell using cell label. You can edit
+cell labels by <span class="kbd">F3</span> key.</p>
+<img alt="../_images/cell_labels.png" src="../_images/cell_labels.png" />
+</section>
 <section id="excel-style-data-evaluation">
-<h3><a class="toc-backref" href="#id4">Excel-style data evaluation</a><a class="headerlink" href="#excel-style-data-evaluation" title="Permalink to this headline">¶</a></h3>
+<h3><a class="toc-backref" href="#id5">Excel-style data evaluation</a><a class="headerlink" href="#excel-style-data-evaluation" title="Permalink to this headline">¶</a></h3>
 <p>Simple analysis should be done inside the table cells, especially when you are using
 SpreadSheet. In Excel and Google Spreadsheet, you can do it by typing, say, <code class="docutils literal notranslate"><span class="pre">=SUM(A1:A4)</span></code>,
 to calculate the sum of the values in the range <code class="docutils literal notranslate"><span class="pre">A1:A4</span></code>.</p>
@@ -178,17 +214,19 @@ <h4>Scalar value<a class="headerlink" href="#scalar-value" title="Permalink to t
 <table class="docutils align-default">
 <colgroup>
 <col style="width: 9%" />
-<col style="width: 17%" />
+<col style="width: 16%" />
 <col style="width: 74%" />
 </colgroup>
-<tbody>
-<tr class="row-odd"><td></td>
-<td><p>col-0</p></td>
-<td><p>col-1</p></td>
+<thead>
+<tr class="row-odd"><th class="head"></th>
+<th class="head"><p>col-0</p></th>
+<th class="head"><p>col-1</p></th>
 </tr>
+</thead>
+<tbody>
 <tr class="row-even"><td><p>0</p></td>
 <td><p>10</p></td>
-<td><p>=np.sum(df[‘col-0’][0:3])</p></td>
+<td><p><span class="red">=np.sum(df[‘col-0’][0:3])</span></p></td>
 </tr>
 <tr class="row-odd"><td><p>1</p></td>
 <td><p>20</p></td>
@@ -203,15 +241,17 @@ <h4>Scalar value<a class="headerlink" href="#scalar-value" title="Permalink to t
 <p>it will simply update the current cell.</p>
 <table class="docutils align-default">
 <colgroup>
-<col style="width: 20%" />
-<col style="width: 40%" />
-<col style="width: 40%" />
+<col style="width: 25%" />
+<col style="width: 44%" />
+<col style="width: 31%" />
 </colgroup>
-<tbody>
-<tr class="row-odd"><td></td>
-<td><p>col-0</p></td>
-<td><p>col-1</p></td>
+<thead>
+<tr class="row-odd"><th class="head"></th>
+<th class="head"><p>col-0</p></th>
+<th class="head"><p>col-1</p></th>
 </tr>
+</thead>
+<tbody>
 <tr class="row-even"><td><p>0</p></td>
 <td><p>10</p></td>
 <td><p>60</p></td>
@@ -232,18 +272,20 @@ <h4>Column vector<a class="headerlink" href="#column-vector" title="Permalink to
 <p>If the evaluation result is an array such as <code class="docutils literal notranslate"><span class="pre">pd.Series</span></code>,</p>
 <table class="docutils align-default">
 <colgroup>
-<col style="width: 8%" />
-<col style="width: 16%" />
+<col style="width: 9%" />
+<col style="width: 15%" />
 <col style="width: 76%" />
 </colgroup>
-<tbody>
-<tr class="row-odd"><td></td>
-<td><p>col-0</p></td>
-<td><p>col-1</p></td>
+<thead>
+<tr class="row-odd"><th class="head"></th>
+<th class="head"><p>col-0</p></th>
+<th class="head"><p>col-1</p></th>
 </tr>
+</thead>
+<tbody>
 <tr class="row-even"><td><p>0</p></td>
 <td><p>10</p></td>
-<td><p>=np.cumsum(df[‘col-0’][0:3])</p></td>
+<td><p><span class="red">=np.cumsum(df[‘col-0’][0:3])</span></p></td>
 </tr>
 <tr class="row-odd"><td><p>1</p></td>
 <td><p>20</p></td>
@@ -258,15 +300,17 @@ <h4>Column vector<a class="headerlink" href="#column-vector" title="Permalink to
 <p>it will update the relevant cells.</p>
 <table class="docutils align-default">
 <colgroup>
-<col style="width: 20%" />
-<col style="width: 40%" />
-<col style="width: 40%" />
+<col style="width: 25%" />
+<col style="width: 44%" />
+<col style="width: 31%" />
 </colgroup>
-<tbody>
-<tr class="row-odd"><td></td>
-<td><p>col-0</p></td>
-<td><p>col-1</p></td>
+<thead>
+<tr class="row-odd"><th class="head"></th>
+<th class="head"><p>col-0</p></th>
+<th class="head"><p>col-1</p></th>
 </tr>
+</thead>
+<tbody>
 <tr class="row-even"><td><p>0</p></td>
 <td><p>10</p></td>
 <td><p>10</p></td>
@@ -285,22 +329,24 @@ <h4>Column vector<a class="headerlink" href="#column-vector" title="Permalink to
 destinations, result will be the same.</p>
 <table class="docutils align-default">
 <colgroup>
-<col style="width: 8%" />
-<col style="width: 16%" />
+<col style="width: 9%" />
+<col style="width: 15%" />
 <col style="width: 76%" />
 </colgroup>
-<tbody>
-<tr class="row-odd"><td></td>
-<td><p>col-0</p></td>
-<td><p>col-1</p></td>
+<thead>
+<tr class="row-odd"><th class="head"></th>
+<th class="head"><p>col-0</p></th>
+<th class="head"><p>col-1</p></th>
 </tr>
+</thead>
+<tbody>
 <tr class="row-even"><td><p>0</p></td>
 <td><p>10</p></td>
 <td></td>
 </tr>
 <tr class="row-odd"><td><p>1</p></td>
 <td><p>20</p></td>
-<td><p>=np.cumsum(df[‘col-0’][0:3])</p></td>
+<td><p><span class="red">=np.cumsum(df[‘col-0’][0:3])</span></p></td>
 </tr>
 <tr class="row-even"><td><p>2</p></td>
 <td><p>30</p></td>
@@ -314,15 +360,17 @@ <h4>Row vector<a class="headerlink" href="#row-vector" title="Permalink to this
 <p>An row will be updated if the result should be interpreted as a row vector.</p>
 <table class="docutils align-default">
 <colgroup>
-<col style="width: 6%" />
-<col style="width: 12%" />
-<col style="width: 82%" />
+<col style="width: 7%" />
+<col style="width: 13%" />
+<col style="width: 80%" />
 </colgroup>
-<tbody>
-<tr class="row-odd"><td></td>
-<td><p>col-0</p></td>
-<td><p>col-1</p></td>
+<thead>
+<tr class="row-odd"><th class="head"></th>
+<th class="head"><p>col-0</p></th>
+<th class="head"><p>col-1</p></th>
 </tr>
+</thead>
+<tbody>
 <tr class="row-even"><td><p>0</p></td>
 <td><p>10</p></td>
 <td><p>20</p></td>
@@ -337,22 +385,24 @@ <h4>Row vector<a class="headerlink" href="#row-vector" title="Permalink to this
 </tr>
 <tr class="row-odd"><td><p>3</p></td>
 <td></td>
-<td><p>=np.mean(df.loc[0:3, ‘col-0’:’col-1’])</p></td>
+<td><p><span class="red">=np.mean(df.loc[0:3, ‘col-0’:’col-1’])</span></p></td>
 </tr>
 </tbody>
 </table>
 <p>will return <code class="docutils literal notranslate"><span class="pre">pd.Series([20,</span> <span class="pre">40])</span></code>, which will update the table to</p>
 <table class="docutils align-default">
 <colgroup>
-<col style="width: 20%" />
-<col style="width: 40%" />
-<col style="width: 40%" />
+<col style="width: 25%" />
+<col style="width: 44%" />
+<col style="width: 31%" />
 </colgroup>
-<tbody>
-<tr class="row-odd"><td></td>
-<td><p>col-0</p></td>
-<td><p>col-1</p></td>
+<thead>
+<tr class="row-odd"><th class="head"></th>
+<th class="head"><p>col-0</p></th>
+<th class="head"><p>col-1</p></th>
 </tr>
+</thead>
+<tbody>
 <tr class="row-even"><td><p>0</p></td>
 <td><p>10</p></td>
 <td><p>20</p></td>
@@ -377,18 +427,20 @@ <h4>Evaluate with references<a class="headerlink" href="#evaluate-with-reference
 <p>To use cell references like Excel, use “&amp;=” instead of “=”.</p>
 <table class="docutils align-default">
 <colgroup>
-<col style="width: 8%" />
+<col style="width: 9%" />
 <col style="width: 16%" />
 <col style="width: 76%" />
 </colgroup>
-<tbody>
-<tr class="row-odd"><td></td>
-<td><p>col-0</p></td>
-<td><p>col-1</p></td>
+<thead>
+<tr class="row-odd"><th class="head"></th>
+<th class="head"><p>col-0</p></th>
+<th class="head"><p>col-1</p></th>
 </tr>
+</thead>
+<tbody>
 <tr class="row-even"><td><p>0</p></td>
 <td><p>10</p></td>
-<td><p>&amp;=np.mean(df[‘col-0’][0:3])</p></td>
+<td><p><span class="red">&amp;=np.mean(df[‘col-0’][0:3])</span></p></td>
 </tr>
 <tr class="row-odd"><td><p>1</p></td>
 <td><p>20</p></td>
@@ -402,15 +454,17 @@ <h4>Evaluate with references<a class="headerlink" href="#evaluate-with-reference
 </table>
 <table class="docutils align-default">
 <colgroup>
-<col style="width: 20%" />
-<col style="width: 40%" />
-<col style="width: 40%" />
+<col style="width: 25%" />
+<col style="width: 44%" />
+<col style="width: 31%" />
 </colgroup>
-<tbody>
-<tr class="row-odd"><td></td>
-<td><p>col-0</p></td>
-<td><p>col-1</p></td>
+<thead>
+<tr class="row-odd"><th class="head"></th>
+<th class="head"><p>col-0</p></th>
+<th class="head"><p>col-1</p></th>
 </tr>
+</thead>
+<tbody>
 <tr class="row-even"><td><p>0</p></td>
 <td><p>10</p></td>
 <td><p>20</p></td>
@@ -473,21 +527,16 @@ <h4>User-defined namespace<a class="headerlink" href="#user-defined-namespace" t
 </ol>
 </section>
 </section>
-<section id="send-the-values-to-the-console">
-<h3><a class="toc-backref" href="#id5">Send the values to the console</a><a class="headerlink" href="#send-the-values-to-the-console" title="Permalink to this headline">¶</a></h3>
-<p><code class="docutils literal notranslate"><span class="pre">Ctrl</span> <span class="pre">+</span> <span class="pre">I</span></code> in the console will insert a data reference object <code class="docutils literal notranslate"><span class="pre">viewer.data[...]</span></code> at the
-cursor position. The data reference object is updated in real-time when the table selection is
-changed. This is the fastest way to obtain the values in the table.</p>
-</section>
 </section>
 <section id="toolbar">
 <h2><a class="toc-backref" href="#id6">Toolbar</a><a class="headerlink" href="#toolbar" title="Permalink to this headline">¶</a></h2>
 <p>Toolbar contains many functions that help you with analyzing the table data.</p>
 <div class="admonition note">
 <p class="admonition-title">Note</p>
-<p>You can “click” any buttons in the toolbar using the keyboard; push <code class="docutils literal notranslate"><span class="pre">Alt</span></code> (or <code class="docutils literal notranslate"><span class="pre">⌥</span></code>
-in Mac)  to change focus to the toolbar, and follow the tooltip labels to find the
-appropriate key combo to get to the button you want (similar to Microsoft Office).</p>
+<p>You can “click” any buttons in the toolbar using the keyboard; push <span class="kbd">Alt</span>
+(or <span class="kbd">⌥</span> in Mac)  to change focus to the toolbar, and follow the tooltip
+labels to find the appropriate key combo to get to the button you want
+(similar to Microsoft Office).</p>
 </div>
 <section id="home-menu">
 <h3><a class="toc-backref" href="#id7">Home menu</a><a class="headerlink" href="#home-menu" title="Permalink to this headline">¶</a></h3>
diff --git a/docs/objects.inv b/docs/objects.inv
index be060d8c343bd3e67c654bfe93ae2d1139bb4df9..19f045f217823df6b203e3bee88a54c75e15a810 100644
GIT binary patch
delta 2092
zcmV+{2-ElI4~`L#L6Jl|f1FE?+cpq@@B1qRwAXdoYf%(vlMS*!lcw3UJrcAumRVDz
zN>cW^zrMqVWcj&kYuL*|7CGOLLvlELXdRz-Qg^m!w?8zx>Le836}%OdF5kG6He0$z
zeiKvgzb)?XhJ=s27Ufqym++^64H!=;CAYTt{xoDynnG~KtBPUve-+z^ss<P80dA?Q
zt4Xj1<$@u&b4JWN2Ujx;G<pq01u|g4v2v+J33dX<I__c%w??;M-1b_;Uqe-HYNRM0
znrf<15{jU$66r?cu*P@&x)T@1!2KD}`QbBCP->~oZKE=X&VDhXUOG@vz4gBv-d@*!
z=P0v<(G4p{%qv<le?kN5Yu946ZYa`Ddd9Es0Y{8E0R#T&xU>^(5e>VPmeYXjnh1pX
zrh;k$BlniMYMdTZl36BFl1-*jbjwSD!jnPfcJrz=s-5N|9y2fqyv%RWx>HJZfFLN8
z@}g4w3v6)ki%ykJXmtg})N{_9X4c(8Xd14n%Mo9n>Cz;Ve{yie<<<&v-pnrbhQXT4
zQP6Oqru!;h!(IsKz~rLq)`<oiI-3H!lE971hR49j=74wj#`qE7eB?ub#xc<~imLxb
z8V0L>ch<3ah<_AV%jUdX)kb%!+H(OUg+HOr!L!StNCZclw=zjbrW(X$QPv7X6<Nz4
z;0up-4h$VVf4gnYC}5*thE7qYCOAT8EInl#<BSDVe$KNn0tLk^Z(0&ZJVLexcx9JB
zGI#8_R8vMETE3>6goF<z#<A5zUMsbuYHH7#ea1hJYN0R1!LKdY08737#hsYz!HPFP
zhn;gn)FvL)w+#tSKZ7C$QsTfEZ3xYWBTuq9xD9~Hf5CjFf-Z$6Gok{&+Ne7NR7A=q
zwk6g46md9SThj7vxM?VXYoVo}8gvF~>?u3vPk^)_A<7d?00S`W!Iw)YSLh}vOB%on
zskviTii)H+orJeS<tX|R*Im-Dy~xSf(||!G=*fmxLNlBiomS-VOs$xs{Yu?#8Mnhm
zH91&ve~jewkbT(5^OU;bW>x8p$^!Q@8f}n&S_f5leoQykvD%0#8{7(_Wz_+`;*Q73
zhFNI2!OmG_(t^3N>(~glWJ~Nw{S^AYYRp)}&INU(&<dX%u=oOUO<PIJn#&F>DcR41
ztn7>dMO);wmp|XK(TbFeE|m2fni0(;EL=vse<5$r#5a1w_*}0c7kmy<Z%E-S$Iv>z
z#~Y~$M|@eP&O;@tYtSS4)sm{SDl*pP;^%Xph6{_14%cWbY(db%<29`kWPiA5bMOZ@
zox>*`>c9a=s~|oxE+sK`@N|{iwzSSDoLrV#g`M{XR7Xtj77ID}qfmzpc2im<+8@v5
zf0@Su+wXkvlD5zrBYKx$U;#M2mw<|VQ&=st>9V3$T;^4T3t{TI;2Wx)9egw6Se7+9
zV5-1mk4Y7ccxZ|%Q}qde*w1)F3A7vDhDj}~5eV(M52iG#6EdA*SxRCkC$IiSPoW&y
zGTh@kwJS0WlI~D6!0@LkxuYuEuqi;he_yiCCbedyI?YNc+PUVYA|v}-1MPfE#%n;*
z8IyifD{@=0)^s$3&$^+*L8XbiPrTvM8vVSbWQJRl7_!^YHGPn$oTXFXud|TR(gj0R
zQQrR>p|Py~`X?_}Y%O3z2S>kO_Pb-$RLQrxqceolbuHuB3ZDx}bA2bGgL$b2e?{Lw
z6cdzZrSat-8D^#`Vpy3~9mdnkJlHikw$*LdQc*WJS~XciMOrxX3X4&q6TpNmrM5ms
z>q|^SUFfo-3ndcNPpZ@fP0Rf7lC>OH6%L5$E7;OpIZV*xtmqbz``plU^wbV#+tScn
z)!9cot>wgPMFwvDKF(l>8xJ9Ze;0*YzM?SK+@3rG@S!Fv?RtVVJYz_7n|#=bBQQgl
zh+ZEzU!uIm_neTQRtayy*5|(QE9jm4?4f`BfW1~;`(5)0^wjS{ec`Hxhkgfq$nh%P
zl>T{h*PPHR{dVw;Z4g9fA41sr(k<6Bibv8jAGkkX|54o$N6RW6qY|(te{miiG`HHN
zmz}+P`1RrI!@H?vm_2@adiX*CD)seWVICvW$3v4!GP$7#l8J%RB*vtYgb&i+4raN2
z1V_TVm+wBjC_j87ek<hqE<brPn=p@!jv~)`z?A2_C+st@h6|NquG{`S!I}R|@PdNF
z{}pkKnk0LFmn35SY++sXe*^v=u~JI>5W7d+9Vj{>w^xQiuxNR?;x*izi$5=s_F~lH
z#CNu5*nMkXK#v={IPNA1ywJ*xDgJj9`BCY@2`AyFyBbuS)O<$C=QurM*8XkG{^%d?
zcG(hdlw+{8Z~Hgp68x3iFib}I57VOPTmPbX3Yixe&3xi5H=_8%e}d_8!RKtkxj(Mx
zgsSZ^_Bc<%hlKlZ9Q%|~B338|wZEW%!LD_>VJ8fKF=KC>lv=zEsYUFpNr}>GG#-x7
z`^gcAH7`DCb?@IJEXakiP{hHI$p3VrTv^A>v5j|0k@)-YJBkih(|Pnkhw=yM5%MLy
z?5p{6NK1to4o8ozf457DoLH5ooq)d^|DnIH*7N*<biBKD4BVwf;uF4j^FC&dbU#N#
zP;j`I8)S7{v~glYz4y<>&;9IZ3%!U)JI3vH*iI9N^a%CMmMA!8ig#iWPQqRB5wj$4
zhuxj|j%F7A4E~V2pFH#v6MA2GcZd2;4CHou-zP+=k8uKtB13wV`hwW!ty^MG*^{=w
WO}X3`jPFvr#PrYJ7ySo1#faqO6&zmx

delta 1924
zcmV-~2YdLA5$F$)K>~7Pkw83un@e-sHV}aC{uP{QuV&h7Zk^bjc&5#`aoQX)5V#Ui
zfdC7DlGR^dyhxFH*%B8$BqQVTEr<nn7cWZ}olu=A+TF)SRh@w1r-HV;QtX3Gd1Y-I
z@k7kL|FO8g8!~>UE6%>rg@C^}Y(aYp6V#aE=hKi$ZH$T~tt#S*ugR8wS1YjLJHXbe
zx|#$VkT!G#wN~>*XW?pwhDL1wsX-bHSi)+>8JHOyW2ucAZnbJb+ugN@@586uq@-9q
zsA_JfB-E|CB8?xhtBzk7y7y;5=STfW08>Kg+a^<}T1urGD)_%Z2Gp{X%yK2)^@Wk5
zR|`t4BF5fAXc{W3%O;_JFLdd1QVA-l*cpz_D^0Do1U6KRM%9Hcor-u5d&z|bor|to
z%NwWYYy!+$0M#-Z-kBAX1Kzn5?Pq}Xa|{9P^axm^&$CKrMI|w`Y0;XOkgWz<nHo@f
zbkD`?$kNaao@%(CU}K9jlh+Dmu~h9@<+J<mNiNkT=l9-*4KQzirMpJH>A<cBOWFV)
zc0o0gPCTmD4GK=Zf<y*l;y`Pq5xdXLJV6#<w*WE+^A!tPbA#5261)#ybsDgUm?}2R
z%`rgJunX0Ai`u>|)eR<a!<FDzlTO3Rjg-CdM?e}75bGm3fB_hmF02N&c4h*zr2)JY
zidtd>uTVzQNqEbDWsauTd{qng&!UsvNCN^D$0uuAaYdYKv`V7GGifo0{+Mcagc{-t
zX8{XpAy1Qq4;yKoR=c&wx>8%21@1i>ZjgUk23B}}K(DB!(O?q;E!9rJRVFE}RCXC#
zZfjCIW%O?7f0dZ=3p*Rcp+YP7%L0iBkjwNZDH|#}FsNjI?@I{lv<8XW<g`n)*paxZ
zLxpo`K-)wn0+u!-UZbls@wM6#x=<U)1z&(rTU5AImM?c90-+1;9L^3E-%=O+=C`LK
zF-xr)BD=<!BEQs-t6YNe*)>hMaTdreKuB0$<HF<74Fl2dCz~An!G4amfU?POQv+Lo
zKayHdwq9v})yXOzQZ%&9AZ4lC8Zo;R7orAH4c20QFChLRR0w2jehq|!$LJI)yK4a*
zo?E%ORqGExn36$61F}P=cgv+1+(S^q)|ozBA<FsAA!u<62L`gjb_)kWD##*bt9kEy
zG%UeIcnk=aUO`47uY*Ri3|~nq@(MD7V}FZF!P+2yb15ZtZP_?ij}@Fwm{<|1ho+@P
z`g{bS8)vk^1ez^vL--VyiHQ9<1!H!q<suyh8cbqnC$0Xb&Rkfu-3*WK<i5!`NW8P<
z0CRszMlDv`hHW9-ZKo+4wKpTxD#8SB7mDf%jqD?icCka_H6ZXh6Mt_oa$CMpcr@*P
zs|F8$2bDq|J~6IuwR*)<bcj^ZXz6m1tT6BXjL@#F{_2-oBajV;EgsyNW!CRsVp9d(
zsSd9rtXi!EAn)Hqbm(5JG21H$!+&^I8vgz#afPv(7#37j=fd4O4|ao&ZB^T~Sk$eX
ztqM(1kybLHjE{ACG)f!GrD7ePOHNSloUj{znikO^k+jrB=N6FZYuMrJEF@^MDtL>r
zDL1GNpV|pwn8vv|G(}sb#LQbx8g9KVtzD=X&vSyggIlgT>uWA^o&orfjWDyBQ5#+v
zh}-IitvZBm2p;48@#iJVdu-2%`tv@*cVX*G-}shgU%!0pe|~nOR$Ti!WdwTZcXPgf
zQn`Z1{>)-1@h;w+@p<#moG~i>e({Yu2vy6^A-;U;((M_+quQm9uwSo#Byz-2qKYTd
z2&`G0CkxH3{nFPhA0B^u{Py@Tw+-dfmzT${7$By^)sK^o5$WW8R!e3pdLZc-D9vKb
zYDsvX^yxhp5-t)R-o8fiX8mv7Ev9RK1i605&vs@r{MhL5_^bs?WzJi|z5r<`mnr7D
z?X}vOhiY#KIDGMUjhIyTgs^y3CLRCG@0<Zw#)1B8`1{gGnV_#=mf`k<w@=ij_kHJ{
zFJ2=e!k@gG!fW>gTC&>dH&268Ix_sZ-?+o;i-0Vt)^wMnv86W;Z+Ng<(Sr$px`v$!
z#HnKnW2=wu@6jAiIiW_;bM6kfC+bb+{!p=KDO=MO+?`wZT_R1^hQ*0TsAt%{mA!x-
z_e*hXo)dTlGRBFXB<R9LypGkU#>!#9-|dSffuj;bCwg=Gfz{wI-3QMzDu0+4tA6qc
z#Y-r>bjIZiZK>wPp9XY~3zleq8!kVAwQh`<W9)I6gbx|_;r_r&%8A(VEA>O%C@*0;
zV^vc;xbz~XM~GB%<U)=()9i?HUsilk^4_Nx-($VtK8ol+QuF@lI9nS_^>OR=S&{h1
z@OP{_JT9TpZ6DS@$d8b(DY5_5UqW7L%y2G$-1Gaa$cdlwvajG@w|wq*Z_D;Pe=#E2
z&m-VIFA`r|!iVJCBHf2o5flsrq1A>;2GtR3njLZ9m0o)v><?KZFEy%jLymCi#4IU;
zBi1x~(4}_MBc<Ir!*XIWwY&R1Bi8yoy8bw=M!9cPd)_(2EvK~&P|fOT#h8}*F6KY`
Kss0~v`_9es{;*U4

diff --git a/docs/py-modindex.html b/docs/py-modindex.html
index 20693cc4..9066e933 100644
--- a/docs/py-modindex.html
+++ b/docs/py-modindex.html
@@ -3,9 +3,10 @@
 <head>
   <meta charset="utf-8" />
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Python Module Index &mdash; tabulous 0.4.0rc0 documentation</title>
+  <title>Python Module Index &mdash; tabulous 0.4.0 documentation</title>
       <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
       <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
+      <link rel="stylesheet" href="_static/font.css" type="text/css" />
   <!--[if lt IE 9]>
     <script src="_static/js/html5shiv.min.js"></script>
   <![endif]-->
@@ -30,7 +31,7 @@
             <a href="index.html" class="icon icon-home"> tabulous
           </a>
               <div class="version">
-                0.4.0rc0
+                0.4.0
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="search.html" method="get">
@@ -48,10 +49,11 @@
 <li class="toctree-l1"><a class="reference internal" href="main/selections.html">Table Selections and Highlights</a></li>
 <li class="toctree-l1"><a class="reference internal" href="main/sort_filter.html">Sort/Filter Table Data</a></li>
 <li class="toctree-l1"><a class="reference internal" href="main/columnwise_settings.html">Column-wise Settings</a></li>
-<li class="toctree-l1"><a class="reference internal" href="main/table_advanced.html">Working with Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="main/table_fields.html">Field Attributes of Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="main/table_view_mode.html">View Tables in Different Modes</a></li>
 </ul>
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="main/dock_widget.html">Custom Dock widget</a></li>
+<li class="toctree-l1"><a class="reference internal" href="main/integrate_custom_widgets.html">Integrate Custom Widgets</a></li>
 <li class="toctree-l1"><a class="reference internal" href="main/non_mainwindow.html">Use Non-main Window Table Viewers</a></li>
 </ul>
 <ul>
@@ -115,6 +117,11 @@ <h1>Python Module Index</h1>
        <td>&#160;&#160;&#160;
        <a href="apidoc/tabulous.commands.html#module-tabulous.commands.analysis"><code class="xref">tabulous.commands.analysis</code></a></td><td>
        <em></em></td></tr>
+     <tr class="cg-1">
+       <td></td>
+       <td>&#160;&#160;&#160;
+       <a href="apidoc/tabulous.commands.html#module-tabulous.commands.column"><code class="xref">tabulous.commands.column</code></a></td><td>
+       <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
@@ -170,11 +177,6 @@ <h1>Python Module Index</h1>
        <td>&#160;&#160;&#160;
        <a href="apidoc/tabulous.widgets.html#module-tabulous.widgets"><code class="xref">tabulous.widgets</code></a></td><td>
        <em></em></td></tr>
-     <tr class="cg-1">
-       <td></td>
-       <td>&#160;&#160;&#160;
-       <a href="apidoc/tabulous.widgets.html#module-tabulous.widgets.filtering"><code class="xref">tabulous.widgets.filtering</code></a></td><td>
-       <em></em></td></tr>
    </table>
 
 
diff --git a/docs/search.html b/docs/search.html
index 68c0d94d..962ed22e 100644
--- a/docs/search.html
+++ b/docs/search.html
@@ -3,9 +3,10 @@
 <head>
   <meta charset="utf-8" />
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Search &mdash; tabulous 0.4.0rc0 documentation</title>
+  <title>Search &mdash; tabulous 0.4.0 documentation</title>
       <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
       <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
+      <link rel="stylesheet" href="_static/font.css" type="text/css" />
 
   <!--[if lt IE 9]>
     <script src="_static/js/html5shiv.min.js"></script>
@@ -30,7 +31,7 @@
             <a href="index.html" class="icon icon-home"> tabulous
           </a>
               <div class="version">
-                0.4.0rc0
+                0.4.0
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="#" method="get">
@@ -48,10 +49,11 @@
 <li class="toctree-l1"><a class="reference internal" href="main/selections.html">Table Selections and Highlights</a></li>
 <li class="toctree-l1"><a class="reference internal" href="main/sort_filter.html">Sort/Filter Table Data</a></li>
 <li class="toctree-l1"><a class="reference internal" href="main/columnwise_settings.html">Column-wise Settings</a></li>
-<li class="toctree-l1"><a class="reference internal" href="main/table_advanced.html">Working with Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="main/table_fields.html">Field Attributes of Tables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="main/table_view_mode.html">View Tables in Different Modes</a></li>
 </ul>
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="main/dock_widget.html">Custom Dock widget</a></li>
+<li class="toctree-l1"><a class="reference internal" href="main/integrate_custom_widgets.html">Integrate Custom Widgets</a></li>
 <li class="toctree-l1"><a class="reference internal" href="main/non_mainwindow.html">Use Non-main Window Table Viewers</a></li>
 </ul>
 <ul>
diff --git a/docs/searchindex.js b/docs/searchindex.js
index 04cfdf3a..e7e7a46c 100644
--- a/docs/searchindex.js
+++ b/docs/searchindex.js
@@ -1 +1 @@
-Search.setIndex({docnames:["apidoc/modules","apidoc/tabulous","apidoc/tabulous.commands","apidoc/tabulous.widgets","index","main/cheat_sheet","main/columnwise_settings","main/dock_widget","main/non_mainwindow","main/quickstart","main/register_action","main/selections","main/sort_filter","main/table_advanced","main/user_interface"],envversion:{"sphinx.domains.c":2,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":5,"sphinx.domains.index":1,"sphinx.domains.javascript":2,"sphinx.domains.math":2,"sphinx.domains.python":3,"sphinx.domains.rst":2,"sphinx.domains.std":2,"sphinx.ext.viewcode":1,sphinx:56},filenames:["apidoc\\modules.rst","apidoc\\tabulous.rst","apidoc\\tabulous.commands.rst","apidoc\\tabulous.widgets.rst","index.rst","main\\cheat_sheet.rst","main\\columnwise_settings.rst","main\\dock_widget.rst","main\\non_mainwindow.rst","main\\quickstart.rst","main\\register_action.rst","main\\selections.rst","main\\sort_filter.rst","main\\table_advanced.rst","main\\user_interface.rst"],objects:{"":[[1,0,0,"-","tabulous"]],"tabulous.TableViewer":[[1,2,1,"","add_dock_widget"],[1,3,1,"","events"],[1,2,1,"","remove_dock_widget"],[1,2,1,"","reset_choices"],[1,4,1,"","status"]],"tabulous.TableViewerWidget":[[1,2,1,"","add_widget"],[1,3,1,"","events"]],"tabulous.color":[[1,5,1,"","normalize_color"],[1,5,1,"","rgba_to_str"]],"tabulous.commands":[[2,0,0,"-","analysis"],[2,0,0,"-","file"],[2,5,1,"","iter_commands"],[2,0,0,"-","plot"],[2,5,1,"","register_command"],[2,0,0,"-","selection"],[2,0,0,"-","tab"],[2,0,0,"-","table"],[2,0,0,"-","view"],[2,0,0,"-","window"]],"tabulous.commands.analysis":[[2,5,1,"","show_eval_widget"],[2,5,1,"","show_filter_widget"],[2,5,1,"","show_optimizer_widget"],[2,5,1,"","show_sklearn_widget"],[2,5,1,"","show_stats_widget"],[2,5,1,"","summarize_table"]],"tabulous.commands.file":[[2,5,1,"","open_sample"],[2,5,1,"","open_spreadsheet"],[2,5,1,"","open_table"],[2,5,1,"","save_table"]],"tabulous.commands.plot":[[2,1,1,"","PlotInfo"],[2,5,1,"","bar"],[2,5,1,"","barplot"],[2,5,1,"","boxenplot"],[2,5,1,"","boxplot"],[2,5,1,"","errorbar"],[2,5,1,"","fill_between"],[2,5,1,"","fill_betweenx"],[2,5,1,"","hist"],[2,5,1,"","new_figure"],[2,5,1,"","plot"],[2,5,1,"","scatter"],[2,5,1,"","stripplot"],[2,5,1,"","swarmplot"],[2,5,1,"","violinplot"]],"tabulous.commands.plot.PlotInfo":[[2,3,1,"","columns"],[2,3,1,"","names"]],"tabulous.commands.selection":[[2,5,1,"","add_checkbox"],[2,5,1,"","add_float_slider"],[2,5,1,"","add_float_spinbox"],[2,5,1,"","add_highlight"],[2,5,1,"","add_line_edit"],[2,5,1,"","add_radio_button"],[2,5,1,"","add_slider"],[2,5,1,"","add_spinbox"],[2,5,1,"","copy_as_html"],[2,5,1,"","copy_as_latex"],[2,5,1,"","copy_as_literal"],[2,5,1,"","copy_as_markdown"],[2,5,1,"","copy_as_new_spreadsheet"],[2,5,1,"","copy_as_new_table"],[2,5,1,"","copy_data_comma_separated"],[2,5,1,"","copy_data_tab_separated"],[2,5,1,"","copy_data_with_header_comma_separated"],[2,5,1,"","copy_data_with_header_tab_separated"],[2,5,1,"","cut_data"],[2,5,1,"","delete_selected_highlight"],[2,5,1,"","delete_values"],[2,5,1,"","edit_current"],[2,5,1,"","filter_by_column"],[2,5,1,"","insert_column_left"],[2,5,1,"","insert_column_right"],[2,5,1,"","insert_row_above"],[2,5,1,"","insert_row_below"],[2,5,1,"","notify_editability"],[2,5,1,"","paste_data_comma_separated"],[2,5,1,"","paste_data_from_numpy_string"],[2,5,1,"","paste_data_tab_separated"],[2,5,1,"","raise_slot_error"],[2,5,1,"","remove_cell_widgets"],[2,5,1,"","remove_selected_columns"],[2,5,1,"","remove_selected_rows"],[2,5,1,"","reset_background_colormap"],[2,5,1,"","reset_foreground_colormap"],[2,5,1,"","reset_text_formatter"],[2,5,1,"","select_all"],[2,5,1,"","set_background_colormap"],[2,5,1,"","set_column_dtype"],[2,5,1,"","set_foreground_colormap"],[2,5,1,"","set_text_formatter"],[2,5,1,"","show_context_menu"],[2,5,1,"","shuffle_data_column_wise"],[2,5,1,"","sort_by_column_ascending"],[2,5,1,"","sort_by_column_descending"],[2,5,1,"","write_data_reference_in_console"],[2,5,1,"","write_data_signal_in_console"],[2,5,1,"","write_slice_in_console"]],"tabulous.commands.tab":[[2,5,1,"","activate_left"],[2,5,1,"","activate_right"],[2,5,1,"","delete_tab"],[2,5,1,"","rename_tab"],[2,5,1,"","swap_tab_with_left"],[2,5,1,"","swap_tab_with_right"],[2,5,1,"","tile_tables"],[2,5,1,"","tile_with_adjacent_table"],[2,5,1,"","untile_table"]],"tabulous.commands.table":[[2,5,1,"","concat"],[2,5,1,"","copy_as_spreadsheet"],[2,5,1,"","copy_as_table"],[2,5,1,"","copy_to_clipboard"],[2,5,1,"","groupby"],[2,5,1,"","melt"],[2,5,1,"","new_spreadsheet"],[2,5,1,"","pivot"],[2,5,1,"","random"],[2,5,1,"","redo_table"],[2,5,1,"","reset_proxy"],[2,5,1,"","round"],[2,5,1,"","show_finder_widget"],[2,5,1,"","show_undo_stack_view"],[2,5,1,"","switch_header"],[2,5,1,"","switch_layout"],[2,5,1,"","toggle_editability"],[2,5,1,"","undo_table"]],"tabulous.commands.view":[[2,5,1,"","reset_view_mode"],[2,5,1,"","set_dual_h_mode"],[2,5,1,"","set_dual_v_mode"],[2,5,1,"","set_popup_mode"]],"tabulous.commands.window":[[2,5,1,"","close_window"],[2,5,1,"","focus_table"],[2,5,1,"","new_window"],[2,5,1,"","show_command_palette"],[2,5,1,"","show_keymap"],[2,5,1,"","toggle_console"],[2,5,1,"","toggle_focus"],[2,5,1,"","toggle_fullscreen"],[2,5,1,"","toggle_toolbar"]],"tabulous.core":[[1,5,1,"","current_viewer"],[1,5,1,"","open_sample"],[1,5,1,"","read_csv"],[1,5,1,"","read_excel"],[1,5,1,"","set_current_viewer"],[1,5,1,"","view_spreadsheet"],[1,5,1,"","view_table"]],"tabulous.exceptions":[[1,1,1,"","ExceptionHandler"],[1,6,1,"","SelectionRangeError"]],"tabulous.types":[[1,1,1,"","HeaderInfo"],[1,1,1,"","ItemInfo"],[1,5,1,"","TableColumn"],[1,5,1,"","TableData"],[1,5,1,"","TableDataTuple"],[1,1,1,"","TableInfo"]],"tabulous.types.HeaderInfo":[[1,3,1,"","index"],[1,3,1,"","old_value"],[1,3,1,"","value"]],"tabulous.types.ItemInfo":[[1,3,1,"","DELETED"],[1,3,1,"","INSERTED"],[1,4,1,"","col"],[1,3,1,"","column"],[1,3,1,"","old_value"],[1,3,1,"","row"],[1,3,1,"","value"]],"tabulous.widgets":[[3,0,0,"-","filtering"]],"tabulous.widgets.filtering":[[3,1,1,"","ColumnFilter"],[3,1,1,"","FilterIndexer"],[3,1,1,"","FilterProxy"]],"tabulous.widgets.filtering.ColumnFilter":[[3,2,1,"","from_operator"]],"tabulous.widgets.filtering.FilterIndexer":[[3,2,1,"","chain"],[3,2,1,"","filter"]],"tabulous.widgets.filtering.FilterProxy":[[3,2,1,"","array"],[3,4,1,"","func"],[3,4,1,"","table"]],tabulous:[[1,1,1,"","MagicTableViewer"],[1,1,1,"","TableViewer"],[1,1,1,"","TableViewerWidget"],[1,0,0,"-","color"],[2,0,0,"-","commands"],[1,0,0,"-","core"],[1,5,1,"","current_viewer"],[1,0,0,"-","exceptions"],[1,5,1,"","open_sample"],[1,5,1,"","read_csv"],[1,5,1,"","read_excel"],[1,0,0,"-","types"],[1,5,1,"","view_spreadsheet"],[1,5,1,"","view_table"],[3,0,0,"-","widgets"]]},objnames:{"0":["py","module","Python module"],"1":["py","class","Python class"],"2":["py","method","Python method"],"3":["py","attribute","Python attribute"],"4":["py","property","Python property"],"5":["py","function","Python function"],"6":["py","exception","Python exception"]},objtypes:{"0":"py:module","1":"py:class","2":"py:method","3":"py:attribute","4":"py:property","5":"py:function","6":"py:exception"},terms:{"0":[1,2,5,6,9,10,11,12,13,14],"1":[1,2,6,9,10,11,12,13,14],"10":[9,11,12,14],"100":11,"2":[1,6,9,10,11,12,13,14],"20":[9,14],"255":6,"2f":6,"3":[1,6,9,11,12,13,14],"30":14,"4":[9,11,12,13],"40":14,"5":[3,9,11,13],"6":[9,11,12],"60":14,"7":11,"8":14,"9":[11,14],"95":11,"96":11,"97":11,"98":11,"99":11,"boolean":12,"break":6,"case":[10,12,13],"catch":4,"class":[1,2,3,7,8,14],"default":[6,9,12,13,14],"do":[3,6,9,11,14],"float":[6,9],"function":[2,3,8,9,10,11,13,14],"import":[6,7,8,9,10,13,14],"int":[1,6,10],"long":14,"new":[1,2,7,9,12,13,14],"return":[1,3,6,7,8,12,13,14],"super":[7,8],"switch":[2,14],"true":[1,6,8,9],"while":[7,13],A:[1,3,6,8,11,12,13,14],As:[6,14],By:14,For:[3,6,8,11,13,14],If:[1,8,9,10,12,13,14],In:[6,7,8,9,10,12,13,14],It:[6,9],Its:14,NOT:[6,14],One:14,The:[1,3,6,8,9,10,11,12,13,14],There:6,These:12,To:[6,8,11,13,14],_:[1,6,14],__all__:14,__eq__:3,__init__:[7,8],_mainwindow:1,_on_chang:11,_void:3,_widget:1,a0:12,a1:[12,14],a2:12,a3:12,a4:14,about:6,abov:[2,6,8,14],accordingli:[4,9],achiev:4,acit:9,action:[4,14],activ:[2,9,14],activate_left:2,activate_right:2,ad:[7,9,13,14],add:[1,2,4,9,13,14],add_checkbox:2,add_dock_widget:[1,5,7],add_float_slid:2,add_float_spinbox:2,add_highlight:2,add_imag:5,add_line_edit:2,add_overlay_widget:13,add_radio_button:2,add_side_widget:13,add_slid:2,add_spinbox:2,add_spreadsheet:[6,9],add_tabl:[5,6,9,10,13],add_widget:1,addit:[1,9],addition:14,addwidget:8,adjac:2,affect:[13,14],after:[6,12],aim:8,alia:[1,2,7],all:[1,2,8,9,14],allow:[8,14],allowed_area:1,also:[6,8,9,10,11,12,13,14],alt:[9,12,14],alwai:[11,12,14],an:[2,3,6,7,10,13,14],analysi:[0,1,9,13,14],ani:[1,2,3,4,6,14],anoth:[8,11],api:[4,12,13],appear:13,append:[8,11],appli:[2,6,7,12,13],appropri:[6,14],ar:[6,8,9,11,12,13,14],area:[1,4,14],arg:1,argsort:12,argument:[3,12],arrai:[3,6,7,12,14],arrow:14,ascend:[2,12],attribut:[11,13],auto:12,automat:14,avail:[6,8,9,13,14],avoid:8,b:[6,9,12,13],backend:8,background:[2,6],background_colormap:6,bar:[2,13],barplot:2,base:[1,2,3,4,6,9],basic:[6,9,13],becaus:[6,12],befor:13,beginn:4,behav:9,behavior:14,below:2,benefit:8,better:[6,8,13],between:[2,11,14],bind:[9,11],bind_kei:9,blue:6,bool:1,both:12,box:1,boxenplot:2,boxplot:2,brows:12,button:[9,12,14],c:[6,8,9,13],calcul:14,call:[6,11,12,13,14],callabl:[1,2,3],callback:11,can:[1,3,6,7,8,9,10,11,12,13,14],cannot:11,canva:[2,14],canvas:13,care:6,categor:6,categori:6,caus:[1,14],cell:[2,4,6,9,11],cell_namespac:14,chain:3,chang:[4,6,8,14],chapter:6,charact:14,characterist:6,chart:13,cheat:4,check:[9,13,14],checkbox:2,child:8,classmethod:3,click:[6,9,10,11,12,13,14],clipboard:14,close:2,close_window:2,cluster:14,cm:6,cmap:6,col:[1,14],collect:12,color:[0,6,14],colormap:[2,4],column:[1,2,3,4,9,10,11,13],column_nam:13,columnfilt:3,columnwis:2,combo:[1,12,13,14],comma:2,command:[0,1,14],common:[12,13],compat:[1,3,8],complet:12,compon:10,compos:6,concat:2,concaten:2,conda:9,conflict:8,connect:[2,3,8,11],conosol:9,consid:14,consol:[2,8,9],construct:[1,3],contain:[8,14],content:0,context:[2,6,10,11],continu:6,convers:[2,6],convert:[6,9,11],coordin:13,copi:[1,2,8,9,13,14],copy_as_html:2,copy_as_latex:2,copy_as_liter:2,copy_as_markdown:2,copy_as_new_spreadsheet:2,copy_as_new_t:2,copy_as_spreadsheet:2,copy_as_t:2,copy_data_comma_separ:2,copy_data_tab_separ:2,copy_data_with_header_comma_separ:2,copy_data_with_header_tab_separ:2,copy_to_clipboard:2,core:0,correspond:11,creat:[2,9,14],creation:4,csv:[1,9],ctrl:[8,9,13,14],cumsum:14,current:[1,2,9,13,14],current_filt:3,current_index:9,current_t:9,current_view:1,cursor:14,custom:[4,6,9],cut:[2,14],cut_data:2,d:12,data:[1,2,4,6,7,8,9,10,13],datafram:[1,3,7,9,11,12],datetime64:6,decend:2,decomposit:14,decor:12,def:[6,7,8,9,10,11,12,13,14],defin:[2,13],del:9,delet:[1,2,9],delete_selected_highlight:2,delete_tab:2,delete_valu:2,desc:2,descend:12,describ:1,design:[4,8],desir:14,destin:14,detail:[8,12],determin:6,deviat:14,df2:9,df:[3,5,9,11,12,14],dialog:[6,12,14],dict:[6,14],differ:[6,8,11,13,14],direct:14,directli:[9,11,13],directori:14,discret:6,displai:6,dock:[1,4,9,13],doe:[8,13,14],doesn:[6,12],don:14,done:14,doubl:14,drawback:6,dtype:[2,6,9],dual:[2,14],duplic:14,dure:14,dynam:11,e:12,each:[6,11,13],easier:3,easiest:14,easili:[4,8,9],edit:[1,2,6,9,12,13],edit_curr:2,editor:14,els:6,embed:[8,9,14],emit:11,empti:[2,9],enabl:[1,13],enough:6,environ:9,equival:[1,3,12,13,14],errorbar:2,especi:[6,14],essenti:[12,14],etc:14,eval:[12,14],evalu:2,event:[1,11],everi:[6,11,13],exampl:[6,8,12],excel:[1,9,13],except:[0,6],exceptionhandl:1,execut:[2,14],exist:[9,13],expect:14,express:[2,14],extend:9,extens:8,extern:8,f1:9,f2:14,f:[6,7],fals:[1,12],far:9,fastest:14,featur:11,field:[1,2,6,8],figur:[2,14],file:[0,1,8,9,14],file_edit:8,fileedit:8,fill_between:2,fill_betweenx:2,filter:[0,1,2,4,14],filter_by_column:2,filter_func:12,filterindex:3,filterproxi:3,find:14,finder:[2,14],first:14,fix:9,floatslid:2,floatspinbox:2,focu:[2,13,14],focus_t:2,follow:[8,9,10,11,12,14],foreground:[2,6],foreground_colormap:6,format:6,formatt:[2,4],from:[1,2,3,6,7,8,9,10,11,12,13,14],from_oper:3,fulli:9,fullscreen:2,func:[3,10,13,14],futur:14,gener:[1,2,6],get:[1,3,9,11,14],give:13,given:3,global:9,googl:[9,14],green:6,group:2,groupbi:[2,14],gui:[1,9],h:13,ha:[8,9,10,13],handl:1,hashabl:2,have:[6,8,9,10,11,12,14],header:[1,2,6,13],headerinfo:1,help:14,here:10,highlight:[2,4,9],highlighten:11,hist:[2,13,14],histogram:14,histori:12,hook:1,horizont:[2,10,13,14],how:8,html:2,i:[9,10,12,13,14],ident:6,iloc:[9,10,11,13],imag:[5,7],imagedata:7,immedi:13,implement:[6,13],includ:[6,9],independ:13,index:[1,4,9,10,13],index_nam:13,indic:12,individu:6,infer:9,inform:[1,7,13],initi:3,input:[6,9,14],insert:[1,2,9,14],insert_column_left:2,insert_column_right:2,insert_row_abov:2,insert_row_below:2,insid:[13,14],inspect:[12,13],inspir:4,instanc:[3,8,9,11,13,14],instead:[6,12,13,14],int64:[6,9],integr:8,interact:14,interfac:[4,9],interg:12,intermediari:12,interpret:14,invalid:[6,14],iri:[6,11],item:[1,14],iteminfo:1,iter:[1,2],iter_command:2,its:[1,2,6,9,14],itself:6,just:[9,12],k:[9,13],kei:[2,3,12,13,14],keybind:9,keyboard:[9,11,14],keymap:9,kwarg:1,label:[1,6,12,13,14],lambda:3,larg:[9,13],last:14,latex:2,launch:9,layer:7,layout:[2,8,14],learn:[2,14],left:[2,13],let:13,like:[1,6,9,11,12,14],line:[12,14],lineedit:2,list:[1,2,7,11,13],liter:[2,14],ll:[6,9,11],lmax:6,lmin:6,load:8,load_data:8,loc:[13,14],look:12,loss:14,lrang:6,mac:14,magic:8,magicclass:8,magicgui:[1,4,13],magictableview:[1,8],mai:14,main:[1,4,9],make:[3,6,9,14],manag:12,mani:[8,9,14],manual:9,map:[2,6,9,12],markdown:2,match:14,matplotlib:[13,14],mean:[7,13,14],melt:[2,14],menu:[2,6,10,11],method:[9,10,11,12,13],microsoft:14,might:6,minim:14,mode:[2,4,14],modifi:14,modul:[0,4,13,14],more:[4,6,8,11,14],most:[9,12,14],mous:[11,14],move:[2,9],much:[6,8],multi:[9,12],must:[6,10],my:13,myqwidget:8,mywidget:[7,8],n:13,name:[1,2,3,5,6,9,10,13,14],name_or_widget:1,namedtupl:[1,2],napari:[1,4,7],nativ:8,ndarrai:7,necessari:6,new_data:9,new_figur:2,new_spreadsheet:2,new_window:2,newli:9,next:13,non:[1,4],none:[1,2,3,7,9,11,14],normal:13,normalize_color:1,notifi:2,notify_edit:2,now:14,np:[6,7,14],number:[1,2],numpi:[2,14],object:[1,3,6,9,11,14],obtain:[9,14],offic:14,old:1,old_valu:1,one:[1,2,7,8,13,14],onli:12,open:[1,2,8,11,12,13,14],open_sampl:[1,2,6,11],open_spreadsheet:2,open_t:2,oper:[2,3,11,12,13],operator_nam:3,optim:[2,14],option:[6,9],order:[2,12],origin:[12,13],other:[3,6,8,9,10,13],out:14,over:13,overlai:[4,12],overwrit:9,p:[9,13],packag:[0,4,8],page:4,paint:[6,11],palett:[2,14],panda:[6,9,12,14],paramet:[1,3],parent:7,part:13,partial:14,pass:[6,9,12],past:[2,8,14],paste_data_comma_separ:2,paste_data_from_numpy_str:2,paste_data_tab_separ:2,path:[1,8,9],pathlib:8,pd:[1,3,7,9,14],perform:14,pivot:[2,14],plan:8,plot:[0,1],plotinfo:2,plt:[2,13,14],plugin_nam:1,pop:11,popup:[2,8,14],posit:[6,9,10,14],press:[9,13],preview:6,print:[9,10,11,13],problem:[6,8],profil:14,programat:11,programmat:[8,9,13],properti:[1,3,8,9,11,13],provid:6,proxi:[2,3,12],proxytyp:3,psygnal:11,push:[12,14],py:14,pyplot:13,python:[2,4,9,14],q:9,qmainwindow:8,qt:[4,13],qtconsol:2,qtpy:[7,8],qtw:8,qtwidget:[7,8],quickstart:4,qvboxlayout:8,qwidget:[1,7,8],radiobutton:2,rais:[1,6],raise_slot_error:2,random:2,rang:[1,9,11,14],re:13,read:[1,9],read_csv:[1,9],read_excel:[1,9],readabl:6,readi:[6,10],real:14,reason:[9,13],recov:7,red:[6,14],redo:[2,8,13,14],redo_t:2,refer:[2,9,12],regist:[4,9,11,13],register_act:10,register_command:2,registr:10,registri:9,regress:14,regular:14,reject:9,relev:14,remov:[1,2],remove_cell_widget:2,remove_dock_widget:1,remove_selected_column:2,remove_selected_row:2,renam:[2,9],rename_tab:2,repr:3,repres:11,reset:[1,2,13,14],reset_background_colormap:2,reset_choic:1,reset_foreground_colormap:2,reset_proxi:2,reset_text_formatt:2,reset_view_mod:2,restrict:[8,14],result:14,rgba:[1,6],rgba_to_str:1,right:[1,2,6,10,11,12],round:2,row:[1,2,10,11,12],rule:[6,14],run:[2,6],s:[1,2,12,13],safe:[6,13],safer:6,safeti:6,sai:[13,14],same:[7,13,14],sampl:[1,2,6,11,14],sample_nam:1,satisfi:6,save:[2,14],save_t:2,scatter:[2,13,14],scikit:[2,14],scipi:[2,14],script:14,scroll:[13,14],seaborn:[1,14],search:[4,9],see:[6,8,9,12,13,14],sel:[9,11],select:[0,1,4,6,9,12,14],select_al:2,selectionrang:11,selectionrangeerror:1,self:[7,8],send:7,sepal_length:[6,11],sepal_width:6,separ:[2,10],seri:[3,14],set:[1,2,4,9,12,13,14],set_background_colormap:2,set_column_dtyp:2,set_current_view:1,set_dtyp:6,set_dual_h_mod:2,set_dual_v_mod:2,set_foreground_colormap:2,set_popup_mod:2,set_text_formatt:2,setcentralwidget:8,setlayout:8,setobjectnam:7,setosa:6,sever:[6,9,10,13,14],shape:9,sheet:[1,4,6,9],shift:[8,9,14],shortcut:[8,9,13],should:[6,7,12,14],show:[1,2,8,9,13],show_command_palett:2,show_context_menu:2,show_eval_widget:2,show_filter_widget:2,show_finder_widget:2,show_keymap:2,show_optimizer_widget:2,show_sklearn_widget:2,show_stats_widget:2,show_undo_stack_view:2,shown:[9,13,14],shuffl:2,shuffle_data_column_wis:2,side:[4,14],signal:[2,11],signalgroup:11,signatur:10,similar:[8,10,11,12,13,14],similarli:10,simpl:[6,8,9,14],simpli:[11,14],sinc:[6,9,13],slicabl:9,slice:[1,2,9,11,12],slider:2,small:13,sn:2,so:[1,8,13,14],solv:[6,8],some:[6,8,9],someth:9,sometim:6,sort:[2,4,14],sort_by_column_ascend:2,sort_by_column_descend:2,sort_func:12,sourc:[1,2,3,12,14],space:8,speci:6,specif:[2,3,6,8,13],spinbox:2,split:13,spreadsheet:[1,2,4,8,13,14],stack:2,standard:[6,14],start:[12,14],startup:14,stat:[2,14],state:[13,14],statist:14,statu:[1,7],statup:1,std:7,still:13,store:[7,9],str:[1,2,3,7],straightforward:12,strategi:7,string:[9,14],stripplot:2,strongli:4,structur:[9,13],style:2,subclass:[1,8],submenu:10,submodul:0,subpackag:0,subset:12,sum:14,summar:[2,14],summarize_t:2,support:[6,9,10,12],suppos:10,surject:12,swap:2,swap_tab_with_left:2,swap_tab_with_right:2,swarmplot:2,switch_head:2,switch_layout:2,syntax:12,system:6,t:[6,9,12,14],tab:[0,1,9,12,13,14],tab_posit:1,tabl:[0,1,3,5,6,7,10],table_view:8,tablebas:3,tablecolumn:1,tabledata:[1,7],tabledatatupl:1,tableinfo:1,tableview:[1,4,5,6,9,10,14],tableviewerbas:[1,2],tableviewersign:1,tableviewerwidget:[1,8],tabposit:1,tabul:[5,8,9,10,14],tag:6,take:[1,6,8,9],target:3,tbl:9,test:14,text:[2,4,14],th:9,thei:13,them:[11,12],therefor:13,thi:[1,3,4,6,8,9,10,12,13,14],thing:8,thread:1,thu:11,tile:[2,14],tile_t:2,tile_with_adjacent_t:2,time:[6,14],tip:[1,7],titl:2,toggl:[2,14],toggle_consol:2,toggle_edit:2,toggle_focu:2,toggle_fullscreen:2,toggle_toolbar:2,too:[6,8,9],tool:9,toolbar:[2,9,12,13],tooltip:[1,14],top:[1,2,12,13,14],topleft:13,traceback:2,tracebacktyp:1,train:4,tupl:[1,2,10,11],turn:13,two:[13,14],type:[0,3,4,8,9,13,14],u:9,ui:8,uint8:6,undo:[2,8,14],undo_t:2,unless:9,unlik:[6,10],unlimit:9,unpivot:2,until:[2,14],untile_t:2,updat:[1,4,6,9,11,14],us:[1,4,9,10,11,14],user:[2,4,9],usual:[6,8],v:13,valid:[2,4,14],valu:[1,2,4,6,9,10,11],valueerror:[1,6],vanish:11,variabl:14,varieti:9,veri:13,versicolor:6,version:[8,9],vertic:[2,10,13,14],via:9,view:[0,1,4,8],view_imag:5,view_mod:13,view_spreadsheet:1,view_tabl:[1,5],viewer:[1,2,4,6,7,10,11,13,14],violet:6,violinplot:2,virginica:6,virtual:9,visibl:[1,2,8,9,14],visual:6,volum:6,wai:[1,9,10,12,13,14],want:[6,7,8,10,13,14],well:13,wheel:14,when:[1,6,9,13,14],whenev:14,where:[1,14],which:[3,14],widget:[0,1,2,9,14],width:14,window:[0,1,4,5,9,13],wip:14,wise:[4,14],without:6,work:[4,8,9,10,14],write:2,write_data_reference_in_consol:2,write_data_signal_in_consol:2,write_slice_in_consol:2,wrong:[1,9],x:[1,6,11,12,13],xlsx:9,y:[1,12,13],you:[3,6,7,8,9,10,11,12,13,14],your:4,zoom:[13,14]},titles:["tabulous","tabulous package","tabulous.commands package","tabulous.widgets package","tabulous","Cheat Sheet for Napari Users","Column-wise Settings","Custom Dock widget","Use Non-main Window Table Viewers","Quickstart","Register Custom Actions","Table Selections and Highlights","Sort/Filter Table Data","Working with Tables","User Interface"],titleterms:{"catch":11,"function":[6,12],A:9,For:9,action:10,add:[5,7],an:9,analysi:2,analyz:14,area:13,around:14,bar:10,basic:7,canva:13,cell:[10,13,14],chang:11,cheat:5,color:1,colormap:6,column:[6,12,14],combo:9,command:[2,9],consol:14,content:[1,2,3,4,5,6,7,8,9,11,12,13,14],cooper:4,core:1,custom:[7,10,13],data:[5,11,12,14],defin:14,detail:9,dictionari:6,dock:[5,7],dual:13,edit:14,evalu:14,exampl:13,excel:14,except:1,express:12,file:2,filter:[3,12],formatt:6,get:5,gui:[6,12],handl:9,header:[10,14],highlight:11,home:14,how:13,indic:4,interfac:14,interpret:9,just:5,kei:9,layer:5,list:[5,9],magicgui:[7,8],main:8,menu:14,mode:13,modul:[1,2,3],more:9,move:14,namespac:14,napari:5,non:8,open:[5,9],other:4,overlai:13,packag:[1,2,3],palett:9,plot:[2,13,14],popup:13,qt:8,queri:12,quickstart:9,read:5,refer:14,regist:10,row:14,scalar:14,select:[2,11],send:14,set:[5,6,11],sheet:5,side:13,sort:12,spreadsheet:[6,9],stack:13,string:6,style:[12,14],submodul:[1,2,3],subpackag:1,tab:[2,10],tabl:[2,4,8,9,11,12,13,14],tableview:8,tabul:[0,1,2,3,4,7],text:6,tile:13,toolbar:14,type:[1,6,7,11],undo:13,until:13,updat:13,us:[6,7,8,12,13],user:[5,14],valid:6,valu:[13,14],vector:14,view:[2,13,14],viewer:[5,8,9],widget:[3,4,5,7,8,13],window:[2,8],wise:6,work:13,your:8}})
+Search.setIndex({docnames:["apidoc/modules","apidoc/tabulous","apidoc/tabulous.commands","apidoc/tabulous.widgets","font","index","main/cheat_sheet","main/columnwise_settings","main/integrate_custom_widgets","main/non_mainwindow","main/quickstart","main/register_action","main/selections","main/sort_filter","main/table_fields","main/table_view_mode","main/user_interface"],envversion:{"sphinx.domains.c":2,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":5,"sphinx.domains.index":1,"sphinx.domains.javascript":2,"sphinx.domains.math":2,"sphinx.domains.python":3,"sphinx.domains.rst":2,"sphinx.domains.std":2,"sphinx.ext.viewcode":1,sphinx:56},filenames:["apidoc\\modules.rst","apidoc\\tabulous.rst","apidoc\\tabulous.commands.rst","apidoc\\tabulous.widgets.rst","font.rst","index.rst","main\\cheat_sheet.rst","main\\columnwise_settings.rst","main\\integrate_custom_widgets.rst","main\\non_mainwindow.rst","main\\quickstart.rst","main\\register_action.rst","main\\selections.rst","main\\sort_filter.rst","main\\table_fields.rst","main\\table_view_mode.rst","main\\user_interface.rst"],objects:{"":[[1,0,0,"-","tabulous"]],"tabulous.TableViewer":[[1,2,1,"","add_dock_widget"],[1,3,1,"","events"],[1,2,1,"","remove_dock_widget"],[1,2,1,"","reset_choices"],[1,4,1,"","status"]],"tabulous.TableViewerWidget":[[1,2,1,"","add_widget"],[1,3,1,"","events"],[1,4,1,"","status"]],"tabulous.color":[[1,1,1,"","BrightenedColormap"],[1,1,1,"","ColorTuple"],[1,1,1,"","ConvertedColormap"],[1,1,1,"","InvertedColormap"],[1,1,1,"","OpacityColormap"],[1,5,1,"","normalize_color"],[1,5,1,"","rgba_to_str"]],"tabulous.color.BrightenedColormap":[[1,2,1,"","from_colormap"]],"tabulous.color.ColorTuple":[[1,3,1,"","a"],[1,3,1,"","b"],[1,2,1,"","equals"],[1,2,1,"","from_hlsa"],[1,2,1,"","from_hsva"],[1,2,1,"","from_html"],[1,3,1,"","g"],[1,4,1,"","hlsa"],[1,4,1,"","hsva"],[1,4,1,"","html"],[1,4,1,"","opacity"],[1,3,1,"","r"]],"tabulous.color.InvertedColormap":[[1,2,1,"","from_colormap"]],"tabulous.color.OpacityColormap":[[1,2,1,"","from_colormap"]],"tabulous.commands":[[2,0,0,"-","analysis"],[2,0,0,"-","column"],[2,0,0,"-","file"],[2,5,1,"","iter_commands"],[2,0,0,"-","plot"],[2,5,1,"","register_command"],[2,0,0,"-","selection"],[2,0,0,"-","tab"],[2,0,0,"-","table"],[2,0,0,"-","view"],[2,0,0,"-","window"]],"tabulous.commands.analysis":[[2,5,1,"","show_eval_widget"],[2,5,1,"","show_filter_widget"],[2,5,1,"","show_optimizer_widget"],[2,5,1,"","show_sklearn_widget"],[2,5,1,"","show_stats_widget"],[2,5,1,"","summarize_table"]],"tabulous.commands.column":[[2,5,1,"","adjust_brightness_background_colormap"],[2,5,1,"","adjust_brightness_text_colormap"],[2,5,1,"","invert_background_colormap"],[2,5,1,"","invert_text_colormap"],[2,5,1,"","reset_background_colormap"],[2,5,1,"","reset_text_colormap"],[2,5,1,"","reset_text_formatter"],[2,5,1,"","set_background_colormap"],[2,5,1,"","set_background_colormap_opacity"],[2,5,1,"","set_text_colormap"],[2,5,1,"","set_text_colormap_opacity"],[2,5,1,"","set_text_formatter"]],"tabulous.commands.file":[[2,5,1,"","open_sample"],[2,5,1,"","open_spreadsheet"],[2,5,1,"","open_table"],[2,5,1,"","save_table"]],"tabulous.commands.plot":[[2,1,1,"","PlotInfo"],[2,5,1,"","bar"],[2,5,1,"","barplot"],[2,5,1,"","boxenplot"],[2,5,1,"","boxplot"],[2,5,1,"","errorbar"],[2,5,1,"","fill_between"],[2,5,1,"","fill_betweenx"],[2,5,1,"","hist"],[2,5,1,"","new_figure"],[2,5,1,"","plot"],[2,5,1,"","scatter"],[2,5,1,"","stripplot"],[2,5,1,"","swarmplot"],[2,5,1,"","violinplot"]],"tabulous.commands.plot.PlotInfo":[[2,3,1,"","columns"],[2,3,1,"","names"]],"tabulous.commands.selection":[[2,5,1,"","add_checkbox"],[2,5,1,"","add_float_slider"],[2,5,1,"","add_float_spinbox"],[2,5,1,"","add_highlight"],[2,5,1,"","add_line_edit"],[2,5,1,"","add_radio_button"],[2,5,1,"","add_slider"],[2,5,1,"","add_spinbox"],[2,5,1,"","copy_as_html"],[2,5,1,"","copy_as_latex"],[2,5,1,"","copy_as_literal"],[2,5,1,"","copy_as_markdown"],[2,5,1,"","copy_as_new_spreadsheet"],[2,5,1,"","copy_as_new_table"],[2,5,1,"","copy_as_rst_grid"],[2,5,1,"","copy_as_rst_simple"],[2,5,1,"","copy_data_comma_separated"],[2,5,1,"","copy_data_tab_separated"],[2,5,1,"","copy_data_with_header_comma_separated"],[2,5,1,"","copy_data_with_header_tab_separated"],[2,5,1,"","cut_data"],[2,5,1,"","delete_selected_highlight"],[2,5,1,"","delete_values"],[2,5,1,"","edit_current"],[2,5,1,"","filter_by_columns"],[2,5,1,"","insert_column_left"],[2,5,1,"","insert_column_right"],[2,5,1,"","insert_row_above"],[2,5,1,"","insert_row_below"],[2,5,1,"","paste_data_comma_separated"],[2,5,1,"","paste_data_from_markdown"],[2,5,1,"","paste_data_from_numpy_string"],[2,5,1,"","paste_data_from_rst"],[2,5,1,"","paste_data_tab_separated"],[2,5,1,"","raise_slot_error"],[2,5,1,"","remove_cell_widgets"],[2,5,1,"","remove_selected_columns"],[2,5,1,"","remove_selected_rows"],[2,5,1,"","select_all"],[2,5,1,"","set_column_dtype"],[2,5,1,"","show_context_menu"],[2,5,1,"","shuffle_data_column_wise"],[2,5,1,"","sort_by_columns"],[2,5,1,"","sort_inplace"],[2,5,1,"","write_data_reference_in_console"],[2,5,1,"","write_data_signal_in_console"],[2,5,1,"","write_slice_in_console"]],"tabulous.commands.tab":[[2,5,1,"","activate_left"],[2,5,1,"","activate_right"],[2,5,1,"","delete_tab"],[2,5,1,"","rename_tab"],[2,5,1,"","swap_tab_with_left"],[2,5,1,"","swap_tab_with_right"],[2,5,1,"","tile_tables"],[2,5,1,"","tile_with_adjacent_table"],[2,5,1,"","untile_table"]],"tabulous.commands.table":[[2,5,1,"","concat"],[2,5,1,"","copy_as_spreadsheet"],[2,5,1,"","copy_as_table"],[2,5,1,"","copy_to_clipboard"],[2,5,1,"","groupby"],[2,5,1,"","melt"],[2,5,1,"","new_spreadsheet"],[2,5,1,"","pivot"],[2,5,1,"","random"],[2,5,1,"","redo_table"],[2,5,1,"","reset_proxy"],[2,5,1,"","resize_cells_to_contents"],[2,5,1,"","round"],[2,5,1,"","show_finder_widget"],[2,5,1,"","show_undo_stack_view"],[2,5,1,"","switch_header"],[2,5,1,"","switch_layout"],[2,5,1,"","toggle_editability"],[2,5,1,"","undo_table"]],"tabulous.commands.view":[[2,5,1,"","reset_view_mode"],[2,5,1,"","set_dual_h_mode"],[2,5,1,"","set_dual_v_mode"],[2,5,1,"","set_popup_mode"]],"tabulous.commands.window":[[2,5,1,"","add_text_edit"],[2,5,1,"","close_window"],[2,5,1,"","focus_table"],[2,5,1,"","new_window"],[2,5,1,"","show_command_palette"],[2,5,1,"","show_keymap"],[2,5,1,"","toggle_console"],[2,5,1,"","toggle_focus"],[2,5,1,"","toggle_fullscreen"],[2,5,1,"","toggle_toolbar"]],"tabulous.core":[[1,5,1,"","current_viewer"],[1,5,1,"","open_sample"],[1,5,1,"","read_csv"],[1,5,1,"","read_excel"],[1,5,1,"","set_current_viewer"],[1,5,1,"","view_spreadsheet"],[1,5,1,"","view_table"]],"tabulous.exceptions":[[1,1,1,"","ExceptionHandler"],[1,6,1,"","SelectionRangeError"]],"tabulous.types":[[1,1,1,"","HeaderInfo"],[1,1,1,"","ItemInfo"],[1,5,1,"","TableColumn"],[1,5,1,"","TableData"],[1,5,1,"","TableDataTuple"],[1,1,1,"","TableInfo"]],"tabulous.types.HeaderInfo":[[1,3,1,"","index"],[1,3,1,"","old_value"],[1,3,1,"","value"]],"tabulous.types.ItemInfo":[[1,3,1,"","DELETED"],[1,3,1,"","INSERTED"],[1,4,1,"","col"],[1,3,1,"","column"],[1,3,1,"","old_value"],[1,3,1,"","row"],[1,3,1,"","value"]],tabulous:[[1,1,1,"","MagicTableViewer"],[1,1,1,"","TableViewer"],[1,1,1,"","TableViewerWidget"],[1,0,0,"-","color"],[2,0,0,"-","commands"],[1,0,0,"-","core"],[1,5,1,"","current_viewer"],[1,0,0,"-","exceptions"],[1,5,1,"","open_sample"],[1,5,1,"","read_csv"],[1,5,1,"","read_excel"],[1,0,0,"-","types"],[1,5,1,"","view_spreadsheet"],[1,5,1,"","view_table"],[3,0,0,"-","widgets"]]},objnames:{"0":["py","module","Python module"],"1":["py","class","Python class"],"2":["py","method","Python method"],"3":["py","attribute","Python attribute"],"4":["py","property","Python property"],"5":["py","function","Python function"],"6":["py","exception","Python exception"]},objtypes:{"0":"py:module","1":"py:class","2":"py:method","3":"py:attribute","4":"py:property","5":"py:function","6":"py:exception"},terms:{"0":[1,2,6,7,8,10,11,12,13,14,15,16],"0th":15,"1":[1,2,7,10,11,12,13,14,15,16],"10":[10,12,13,14,16],"100":12,"1st":15,"2":[1,7,10,11,12,13,14,15,16],"20":[10,16],"255":[1,7],"2f":[7,14],"3":[1,7,10,12,13,14,15,16],"30":16,"4":[10,12,13,14,16],"40":16,"5":[7,8,10,12,13,14,16],"6":[7,10,12,13],"60":16,"7":[12,13],"8":[1,7,13,14,16],"9":[12,13,16],"95":12,"96":12,"97":12,"98":12,"99":12,"boolean":13,"break":7,"case":[7,11,13,14],"class":[1,2,8,9,16],"default":[7,8,10,13,14,16],"do":[7,10,12,16],"float":[1,7,10,14],"function":[2,9,10,11,12,14,16],"import":[7,8,9,10,11,14,16],"int":[1,7,11],"long":16,"new":[1,2,7,8,10,13,14,16],"return":[1,7,8,9,13,14,15,16],"super":[8,9],"switch":[2,16],"true":[1,7,9,10],"while":[8,13,15],A:[1,7,9,12,13,14,15,16],As:[7,16],By:16,For:[7,9,12,14,15,16],If:[1,9,10,11,13,15,16],In:[7,8,9,10,11,13,15,16],It:[7,10],Its:16,NOT:[7,16],One:16,The:[1,7,9,10,11,12,13,14,16],There:[7,8],These:13,To:[7,9,12,14,15,16],_:[1,7,16],__all__:16,__init__:[8,9],__setitem__:7,_mainwindow:1,_on_chang:12,_widget:1,a0:13,a1:[13,16],a2:13,a3:13,a4:16,about:7,abov:[2,7,9,16],access:14,accordingli:[5,10],achiev:5,acit:10,action:[5,14,16],activ:[2,8,10,16],activate_left:2,activate_right:2,ad:[8,10,13,16],add:[1,2,10],add_checkbox:2,add_dock_widget:[1,6,8],add_float_slid:2,add_float_spinbox:2,add_highlight:2,add_imag:6,add_line_edit:2,add_overlay_widget:8,add_radio_button:2,add_side_widget:8,add_slid:2,add_spinbox:2,add_spreadsheet:[7,10,14],add_tabl:[6,7,10,11,15],add_text_edit:2,add_widget:1,addit:[1,10],addition:16,addwidget:9,adjac:[2,16],adjust:[2,7],adjust_bright:7,adjust_brightness_background_colormap:2,adjust_brightness_text_colormap:2,affect:[7,15,16],after:[7,13],aim:9,alia:[1,2,8],all:[1,2,7,9,10,14,16],allow:[9,16],allowed_area:1,alpha:[1,7],also:[7,8,9,10,11,12,13,14,15,16],alt:16,alwai:[8,12,13,16],an:[1,2,7,8,11,16],analysi:[0,1,14,16],anchor:13,ani:[1,2,5,7,16],anoth:[9,12],api:[5,13,14],appear:15,append:[8,9,12],appli:[7,8,13],appropri:[7,16],ar:[7,8,9,10,12,13,14,15,16],arang:14,area:[1,16],arg:1,argsort:13,argument:[7,8,13],arrai:[7,8,13,16],arrow:16,ascend:13,attribut:[5,10,12],auto:13,automat:16,avail:[7,8,9,10,14,16],avoid:9,b:[1,7,10,13,14,15,16],backend:9,background:[2,7,14],background_color:7,bar:[2,15],barplot:2,base:[1,2,5,7,10],basic:[7,14],becaus:[7,13],becom:7,befor:15,beginn:5,behav:[10,14],behavior:16,being:13,below:[2,13],benefit:9,better:[7,9],between:[1,2,7,12,16],bind:[10,12],bind_kei:10,bit:[1,14],blue:7,bool:[1,8],both:13,box:1,boxenplot:2,boxplot:2,bright:[2,7],brighten:1,brightenedcolormap:1,brighter:7,brows:13,button:[10,13,16],c:[7,9,10,15],calcul:16,call:[7,12,13,15,16],callabl:[1,2],callback:12,can:[1,7,8,9,10,11,12,13,14,15,16],cannot:12,canva:[2,8,14,16],canvas:14,care:7,categor:7,categori:[7,14],caus:[1,16],cell:[2,7,10,12],cell_namespac:16,central:8,chang:[7,9,15,16],channel:[1,7],chapter:7,charact:16,characterist:7,chart:8,cheat:5,check:[8,10,14,16],checkbox:2,child:9,classmethod:1,click:[7,10,11,12,13,15,16],clipboard:16,close:2,close_window:2,cluster:16,cm:[7,14],cmap:[1,7,14],col:[1,16],collect:13,color:[0,14,16],colormap:[1,2,14],colortupl:1,column:[0,1,5,10,11,12],column_nam:14,columndtypeinterfac:14,columnwis:2,combo:[1,15,16],combobox:8,comma:2,command:[0,1,16],common:[13,14],compat:[1,9],complet:13,complic:14,compon:11,compos:7,concat:2,concaten:2,conda:10,conflict:9,confus:14,connect:[2,9,12],conosol:10,consid:[7,16],consol:[2,9,10,16],construct:1,contain:[9,16],content:0,context:[2,7,11,12],contextmenu:[10,13,14],continu:7,contrast:7,convers:[2,7],convert:[1,7,10,12],convertedcolormap:1,coordin:8,copi:[1,2,9,10,14,16],copy_as_html:2,copy_as_latex:2,copy_as_liter:2,copy_as_markdown:2,copy_as_new_spreadsheet:2,copy_as_new_t:2,copy_as_rst_grid:2,copy_as_rst_simpl:2,copy_as_spreadsheet:2,copy_as_t:2,copy_data_comma_separ:2,copy_data_tab_separ:2,copy_data_with_header_comma_separ:2,copy_data_with_header_tab_separ:2,copy_to_clipboard:2,core:0,corner:13,correspond:[7,12],creat:[1,2,10,16],creation:5,csv:[1,10],ctrl:[8,9,10,15,16],cumsum:16,current:[1,2,7,10,15,16],current_index:10,current_t:[10,13],current_view:1,custom:[5,7,10,14],cut:[2,16],cut_data:2,d:13,darker:7,data:[1,2,5,7,8,9,10,11,14,15],datafram:[1,8,10,12,13,14],datetim:[7,14],datetime64:7,decid:14,decomposit:16,decor:[13,14],def:[7,8,9,10,11,12,13,14,16],defin:[2,14,15],del:[7,10,14],delet:[1,2,10,14],delete_selected_highlight:2,delete_tab:2,delete_valu:2,desc:2,descend:13,describ:1,design:[5,9],desir:16,destin:16,detail:[9,13,14],determin:[7,14],deviat:16,df2:10,df:[6,10,12,13,14,16],dialog:[7,13,16],dict:[7,14,16],differ:[5,7,9,10,12,16],direct:16,directli:[10,12,13,14,16],directori:16,discret:7,displai:[7,14],divid:7,dock:[1,2,10,15],doe:[9,14,16],doesn:[7,13],don:16,done:16,doubl:16,drawback:7,dtype:[2,7,10],dual:[2,16],duplic:16,dure:16,dynam:12,e:13,each:[7,8,12,14,15],easiest:16,easili:[5,9,10],edit:[1,2,7,10,14,15],edit_curr:2,editor:[7,16],effici:15,els:7,embed:[9,10,16],emit:12,empti:[2,10],enabl:[1,15],enough:7,environ:10,equal:[1,7],equival:[1,13,14,16],errorbar:2,especi:[7,14,16],essenti:[13,16],etc:16,eval:[13,16],evalu:2,event:[1,12],everi:[7,8,12],exampl:[7,8,9,13],excel:[1,8,10],except:[0,7],exceptionhandl:1,execut:[2,16],exist:[7,10,15],expect:16,express:[2,16],extend:10,extens:9,extern:9,f1:10,f2:16,f3:16,f:[7,8,14],factor:1,fals:[1,13],far:10,featur:12,field:[1,2,5,7,8,9,10],figur:[2,16],file:[0,1,9,10,16],file_edit:9,fileedit:9,fill_between:2,fill_betweenx:2,filter:[2,5,14,16],filter_by_column:2,filter_func:13,find:16,finder:[2,16],first:16,fix:10,float64:14,floatslid:2,floatspinbox:2,fmt:14,focu:[2,15,16],focus_t:2,follow:[7,9,10,11,12,13,14,16],format:[7,14],formatt:2,from:[1,2,7,8,9,10,11,12,13,14,16],from_colormap:1,from_hlsa:1,from_hsva:1,from_html:1,fulli:10,fullscreen:2,func:[1,8,11,16],futur:16,g:1,gener:[1,2,7],get:[1,7,10,12,14,16],get_loc:14,give:8,given:1,global:10,googl:[10,16],grai:7,green:7,grid:2,group:2,groupbi:[2,16],gui:[1,10],h:[8,15],ha:[8,9,10,11,14],handl:[1,10],hashabl:2,have:[9,10,11,12,13,16],header:[1,2,7,14],headerinfo:1,help:16,here:[11,13],highlight:[2,5,10,13],highlighten:12,hist:[2,14,16],histogram:16,histori:13,hlsa:1,hook:1,horizont:[2,11,15,16],how:9,howev:16,hsla:1,hsva:1,html:[1,2],i:[11,13,15],ident:7,iloc:[10,11,12,14],imag:[6,8],imagedata:8,immedi:14,implement:[7,8,14],includ:[7,10,14],independ:15,index:[1,5,7,10,11],index_nam:14,indic:[13,15],individu:7,infer:10,inferno:7,inform:[1,8],inplac:2,input:[7,10,16],insert:[1,2,10,16],insert_column_left:2,insert_column_right:2,insert_row_abov:2,insert_row_below:2,insid:[15,16],inspect:[13,15],inspir:5,instanc:[9,10,12,14,15,16],instead:[7,8,13,16],int64:[7,10],integr:[5,9],interact:[8,14,16],interfac:[5,10],interg:13,intermediari:13,interp_from:7,interpret:[7,8,13,14,16],invalid:[7,16],invert:[1,2,7],invert_background_colormap:2,invert_text_colormap:2,invertedcolormap:1,iri:[7,12],item:[1,14,16],iteminfo:1,iter:[1,2],iter_command:2,its:[1,2,7,10,16],itself:7,just:[7,10,13],k:[10,15],kei:[2,15,16],keybind:10,keyboard:[10,12,16],keyerror:14,keymap:10,kwarg:1,label:[1,7,8,13],larg:[10,15],last:16,latex:2,launch:10,layer:8,layout:[2,9,16],learn:[2,16],left:[2,8],length:7,let:15,like:[1,7,10,12,13,14,16],limit:7,line:[13,16],linearli:7,lineedit:2,list:[1,2,7,8,12,15],liter:[2,16],ll:[7,10,12,13],lmax:7,lmin:7,load:9,load_data:9,loc:[14,16],locat:8,look:13,loss:16,lrang:7,mac:16,magic:9,magicclass:9,magicgui:[1,5],magictableview:[1,9],mai:[14,16],main:[1,5,10],make:[7,10,16],manag:13,mani:[7,9,10,16],manual:10,map:[1,2,7,10,13,14],markdown:2,match:16,matplotlib:[8,14,16],matter:8,max:[7,8],maximum:7,mean:[8,14,16],melt:[2,16],menu:[2,7,11,12],method:[7,8,10,11,12,13,14],microsoft:16,might:7,min:[7,8],minim:16,minimum:7,mininum:7,mode:[2,5,9,10,16],modifi:16,modul:[0,5,14,16],more:[5,7,9,12,14,16],most:[10,13,16],mous:[12,16],move:[2,10],much:[7,9],multi:[10,13],must:[7,11],my:8,myqwidget:9,mywidget:[8,9],n:15,name:[1,2,6,7,8,10,11,14,15,16],name_or_widget:1,namedtupl:[1,2],napari:[1,5,8],nativ:9,ndarrai:8,necessari:7,neg:7,new_cmap:7,new_data:10,new_figur:2,new_spreadsheet:2,new_window:2,newli:10,next:15,non:[1,5],none:[1,2,8,10,12,16],normal:[1,15],normalize_color:1,note:2,now:16,np:[7,8,14,16],number:[1,2,7],numpi:[2,16],object:[1,7,10,12,14,16],obtain:[7,10,14],occasion:14,offic:16,old:1,old_valu:1,one:[1,2,8,9,15,16],ones:7,onli:13,opac:[1,2,7],opacitycolormap:1,open:[1,2,8,9,12,13,16],open_sampl:[1,2,7,12],open_spreadsheet:2,open_t:2,oper:[2,8,12,13,14,15],optim:[2,16],option:[7,10],order:13,organ:14,origin:[13,15],other:[1,7,9,10,11,15],out:16,output:7,outsid:8,over:8,overlai:13,overwrit:10,own:7,p:[10,15],packag:[0,5,9],page:5,paint:[7,12],palett:[2,16],panda:[7,10,13,14,16],paramet:1,parent:8,part:15,partial:[7,16],pass:[7,10,13],past:[2,9,13,16],paste_data_comma_separ:2,paste_data_from_markdown:2,paste_data_from_numpy_str:2,paste_data_from_rst:2,paste_data_tab_separ:2,path:[1,9,10],pathlib:9,pd:[1,7,8,10,16],peopl:16,perform:16,pivot:[2,16],place:8,plan:9,plot:[0,1,8,14],plotinfo:2,plt:[2,8,16],plugin_nam:1,pop:12,popup:[2,9,16],posit:[7,10,11],press:[8,10],preview:7,print:[7,8,10,11,12,14],problem:[7,9],profil:16,programat:12,programmat:[9,10,14,15],properli:13,properti:[1,9,10,12,15],provid:[7,14],proxi:2,psygnal:12,purpos:7,push:16,py:16,pyplot:14,python:[2,5,10,16],q:10,qmainwindow:9,qt:5,qtconsol:2,qtpy:[8,9],qtw:9,qtwidget:[8,9],quickstart:5,qvboxlayout:9,qwidget:[1,8,9],r:1,radiobutton:2,rais:[1,7],raise_slot_error:2,random:2,rang:[1,10,12,16],re:15,read:[1,10],read_csv:[1,10],read_excel:[1,10],readabl:7,readi:[7,11],real:7,reason:[10,14],recov:8,red:[7,13,16],redo:[2,8,9,16],redo_t:2,refer:[2,7,13,14],regist:[5,8,10,12,14],register_act:11,register_command:2,registr:[11,14],registri:10,regress:16,regular:16,reject:10,relat:14,relev:16,remov:[1,2,10,13],remove_cell_widget:2,remove_dock_widget:1,remove_selected_column:2,remove_selected_row:2,renam:[2,10],rename_tab:2,repres:[7,12],reset:[1,2,7,13,14,15,16],reset_background_colormap:2,reset_choic:1,reset_proxi:2,reset_text_colormap:2,reset_text_formatt:2,reset_view_mod:2,resiz:2,resize_cells_to_cont:2,restrict:[9,16],restructuredtext:2,result:16,rgb:7,rgba:[1,7,14],rgba_to_str:1,right:[1,2,7,10,11,12,13],round:2,row:[1,2,10,11,12,13,14],rst:2,rule:[7,16],run:[2,7],s:[1,2,13,15],safe:[7,14],safer:7,safeti:7,sai:[15,16],same:[8,15,16],sampl:[1,2,7,12,16],sample_nam:1,satisfi:7,save:[2,16],save_t:2,scatter:[2,14,16],scikit:[2,16],scipi:[2,16],script:16,scroll:[15,16],seaborn:[1,16],search:[5,10],section:13,see:[7,8,9,10,13,14,15,16],segment:7,sel:[10,12],select:[0,1,5,7,10,13,16],select_al:2,selectionrang:12,selectionrangeerror:1,self:[8,9],send:8,sepal_length:[7,12],sepal_width:7,separ:[2,11],seri:[7,16],set:[1,2,5,10,13,14,15,16],set_background_colormap:2,set_background_colormap_opac:2,set_column_dtyp:2,set_current_view:1,set_dual_h_mod:2,set_dual_v_mod:2,set_opac:7,set_popup_mod:2,set_text_colormap:2,set_text_colormap_opac:2,set_text_formatt:2,setcentralwidget:9,setlayout:9,setobjectnam:8,setosa:7,sever:[7,8,10,11,14,16],shape:10,sheet:[1,5,7,10],shift:[9,10,16],shortcut:[9,10,15],should:[7,8,13,14,16],show:[1,2,8,9,10,15],show_command_palett:2,show_context_menu:2,show_eval_widget:2,show_filter_widget:2,show_finder_widget:2,show_keymap:2,show_optimizer_widget:2,show_sklearn_widget:2,show_stats_widget:2,show_undo_stack_view:2,shown:[10,14,15,16],shuffl:2,shuffle_data_column_wis:2,side:16,signal:[2,12],signalgroup:12,signatur:11,similar:[8,9,11,12,13,14,15,16],similarli:[11,13],simpl:[2,7,9,10,16],simplest:7,simpli:[12,14,16],sinc:[7,10,14],slicabl:10,slice:[1,2,10,12,13],slider:2,slot:14,small:15,sn:2,so:[1,9,15,16],solv:[7,9],some:[7,9,10,16],someth:10,sometim:7,sort:[2,5,14,16],sort_by_column:2,sort_func:13,sort_inplac:2,sourc:[1,2,13,16],space:9,speci:7,specif:[2,7,8,9,14],spinbox:2,split:15,spreadsheet:[1,2,9,14,16],stack:[2,8],standard:[7,16],start:16,startup:16,stat:[2,16],state:[14,15,16],statist:16,statu:[1,8],statup:1,std:8,still:15,store:[7,8,10,14],str:[1,2,8],straightforward:13,strategi:8,string:[1,10,16],stripplot:2,strongli:5,structur:[10,15],style:2,sub:14,subclass:[1,9],submenu:11,submodul:0,subpackag:0,subset:13,sum:16,summar:[2,16],summarize_t:2,suppli:7,support:[7,10,11,13,14],suppos:[11,13],surject:13,swap:2,swap_tab_with_left:2,swap_tab_with_right:2,swarmplot:2,switch_head:2,switch_layout:2,syntax:13,system:7,t:[7,10,13,16],tab:[0,1,10,13,14,15,16],tab_posit:1,tabl:[0,1,6,11],table_view:9,tablecolumn:1,tabledata:[1,8],tabledatatupl:1,tableinfo:1,tableseri:7,tableview:[1,6,7,10,11,16],tableviewerbas:[1,2],tableviewersign:1,tableviewerwidget:[1,9],tabposit:1,tabul:[6,9,10,11,14,16],tag:7,take:[1,7,9,10],tbl:10,teal:7,tell:14,test:16,text:[2,16],text_color:7,th:10,thei:[7,15],them:[12,13],therefor:15,thi:[1,5,7,8,9,10,11,13,14,15,16],thing:9,thread:1,thu:[12,14],tile:[2,16],tile_t:2,tile_with_adjacent_t:2,time:7,timedelta:7,tip:[1,8],titl:2,toggl:[2,16],toggle_consol:2,toggle_edit:2,toggle_focu:2,toggle_fullscreen:2,toggle_toolbar:2,too:[7,9,10],tool:[8,10],toolbar:[2,10,13,14],tooltip:[1,16],top:[1,2,8,13,16],topleft:8,traceback:2,tracebacktyp:1,train:5,tupl:[1,2,11,12],turn:15,two:[7,15,16],type:[0,9,10,14,16],u:10,ui:9,uint8:7,undo:[2,8,9,16],undo_t:2,union:1,unless:10,unlik:[7,11],unlimit:10,unpivot:2,until:[2,16],untile_t:2,updat:[1,10,12,13,14,16],us:[1,5,11,12,14,15,16],user:[2,5],usual:[7,9,16],v:15,valid:[2,16],valu:[1,2,7,10,11,12,14],valueerror:[1,7],vanish:12,variabl:16,varieti:10,veri:[14,15],versicolor:7,version:[9,10],vertic:[2,11,15,16],via:[10,14],view:[0,1,5,8,9,10],view_imag:6,view_mod:15,view_spreadsheet:1,view_tabl:[1,6],viewer:[1,2,5,7,8,11,12,13,14,15,16],violet:7,violinplot:2,virginica:7,virtual:10,visibl:[1,2,8,9,10,16],visual:7,volum:7,wai:[1,7,10,11,13,14,16],want:[7,8,9,11,14,15,16],well:[14,15],wheel:16,when:[1,7,10,14,15,16],whenev:16,where:[1,16],which:[7,8,14,16],widget:[0,1,2,10,14,15,16],width:16,window:[0,1,5,6,10,15],wip:16,wise:[5,13,14,16],without:7,work:[11,16],write:2,write_data_reference_in_consol:2,write_data_signal_in_consol:2,write_slice_in_consol:2,wrong:[1,10],x:[1,7,12,13,14],xlsx:10,y:[1,13,14],you:[7,8,9,10,11,12,13,14,15,16],your:[7,8],zoom:[15,16]},titles:["tabulous","tabulous package","tabulous.commands package","tabulous.widgets package","&lt;no title&gt;","tabulous","Cheat Sheet for Napari Users","Column-wise Settings","Integrate Custom Widgets","Use Non-main Window Table Viewers","Quickstart","Register Custom Actions","Table Selections and Highlights","Sort/Filter Table Data","Field Attributes of Tables","View Tables in Different Modes","User Interface"],titleterms:{"catch":12,"function":[7,13],A:10,For:10,action:11,add:[6,8,16],an:10,analysi:2,analyz:16,annot:8,area:8,around:16,attribut:14,background_color:14,bar:11,basic:8,built:8,cell:[11,13,14,16],chang:12,cheat:6,color:[1,7],colormap:7,column:[2,7,13,14,16],combo:10,command:[2,10],content:[1,2,3,5,6,7,8,9,10,12,13,14,15,16],cooper:5,core:1,custom:[8,11],data:[6,12,13,16],defin:[7,16],detail:10,dictionari:7,differ:15,dock:[6,8],dtype:14,dual:15,dure:13,edit:[13,16],evalu:16,excel:16,except:1,express:13,field:14,file:2,filter:13,formatt:[7,14],get:6,gui:[7,13],header:[11,16],highlight:12,home:16,how:15,index:14,indic:5,integr:8,interfac:16,interpol:7,interpret:10,just:6,kei:10,label:[14,16],layer:6,list:[6,10],magicgui:[8,9],main:9,matplotlib:7,menu:16,mode:15,modul:[1,2,3],more:10,move:16,namespac:16,napari:6,non:9,open:[6,10],other:5,overlai:8,packag:[1,2,3],palett:10,plot:[2,16],plt:14,popup:15,proxi:[13,14],qt:[8,9],queri:13,quickstart:10,read:6,ref:14,refer:16,regist:11,row:16,scalar:16,select:[2,12],set:[6,7,12],sheet:6,side:8,simpl:13,sort:13,spreadsheet:[7,10],string:7,style:[13,16],submodul:[1,2],subpackag:1,subset:7,syntax:7,tab:[2,11],tabl:[2,5,7,8,9,10,12,13,14,15,16],tableview:9,tabul:[0,1,2,3,5,8],text:[7,14],text_color:14,tile:15,toolbar:16,type:[1,7,8,12],until:15,updat:7,us:[7,8,9,10,13],usag:8,user:[6,16],valid:[7,14],valu:16,vector:16,view:[2,15,16],viewer:[6,9,10],widget:[3,5,6,8,9],window:[2,9],wise:7,work:15,your:9}})
diff --git a/rst/apidoc/tabulous.commands.rst b/rst/apidoc/tabulous.commands.rst
index 613101fc..150e779b 100644
--- a/rst/apidoc/tabulous.commands.rst
+++ b/rst/apidoc/tabulous.commands.rst
@@ -12,6 +12,14 @@ tabulous.commands.analysis module
    :undoc-members:
    :show-inheritance:
 
+tabulous.commands.column module
+-------------------------------
+
+.. automodule:: tabulous.commands.column
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 tabulous.commands.file module
 -----------------------------