From 9559db52f40231242c06a32f2a1cde4f0407bb17 Mon Sep 17 00:00:00 2001
From: Sarah Bastkowski <sarah.bastkowski@quadram.ac.uk>
Date: Sat, 24 Feb 2024 23:24:38 +0000
Subject: [PATCH] feat(normalisation): adding plot file normalisation to the
 compare pipeline

We add normalisation to the beginning of the plot compare pipeline.

fix no normalisation issue
---
 docs/pipeline_combine.png                     | Bin 37436 -> 40366 bytes
 docs/pipeline_combine.pu                      |   2 +-
 quatradis/comparison/essentiality_analysis.py |   7 +-
 quatradis/comparison/scatterplot.py           |   2 +-
 quatradis/comparison/split.py                 |   2 +-
 quatradis/comparison/tradis_comparison.R      |   2 +-
 quatradis/pipelines/compare.smk               |  72 ++---
 quatradis/pipelines/pipeline.py               | 255 +++++++++++++-----
 quatradis/tisp/cli.py                         |   7 +-
 quatradis/tisp/generator/from_values.py       |  10 +-
 quatradis/tisp/normalise.py                   |  17 +-
 quatradis/tisp/parser.py                      |   2 +-
 tests/py/comparison/scatterplot_test.py       |   2 +
 tests/py/tisp/normalise_test.py               |  58 +++-
 tests/scripts/plot_test.sh                    |   4 +-
 15 files changed, 309 insertions(+), 133 deletions(-)

diff --git a/docs/pipeline_combine.png b/docs/pipeline_combine.png
index 6edad495282d86848ce5984cd4fe9a389761a7aa..5c813077c02e7ed16182c884fdcc5ccc6243afa9 100644
GIT binary patch
literal 40366
zcmd3OWmJ`2*Di{nG%A9kfT&1qLOP@c1f--Jq`Ny+LTLpy(j_6y-gHU{vgz)UO-Ogc
zSsUYd-uD~h`*Y5Z;~&P@_qtciHRGDsoVV}gWW@2XNwLw;(C{RlKYNLWb~y$O4PEHk
zW$??RA(n0Mht5G%)j{9d#?`{m$N^2<(8|zG&%w~({wvq}CJqiZ_B>2XHWqqT4vv-<
zjQZA=PMvKOXlR$VOchlf{``)13C!aXAEhuMJH|}ty{}_?gK0zV8G=9j!{eq(rJtmD
zmR}J~Z{sw_`|k1b@QR+U8&ju9>)zia9;>T5_SDSxkh>S#c5TL7L<sH0nMD>&H~)*;
zrat*RTr;ua8-?m|2>h#(^f2pGdt-E7^b*@kk}Qi;N*Z$ajl~B{a28bqABwo$9Lx|J
zq4W8geV>4Rz@+unirhfp=F8{H<uCo8)*3vReI$14Ms?A|-N;Zs{aynlS?%VE<GAR@
zJ9%c`*orWU6TZ=m$P0wK%yvtRq&!)Z|27jA7-YM2t-f4z?*Q|Gq>eaFV2WNq!TIw&
ziEW=m5((Ra%*9(2JUgD{MLv^hctopsRfAlLhekB=p@ej#<=Z<J*A0?xh3~dn{!F~=
z)^n3xCffC`a81aiNBN|d*tP{!36xuo_p~)`J|8Nu`tEfcpuzPMdm}p7wX|NuL85Y|
zDO()hM6-E)kD}^Hn}3xB25sXb2R9zxxP&B`t}wVutUi7p?F**4l^0$oxIrt#y~ppl
zw8wM5R{7ieX5DAbi<|3zubQ3rM(2rSc4})9`zZ3Hr4PdcuJOt^=hJJ|N#m<uGYKM=
zY34ZXK40FC`K14a^yVwkHEfuA!^G<TcRy9yoV)27=*>gLtkn^P<;3S`pYJ);HQZ|;
zM?>>LlXxbi=%T$cfu*VBcqZUwcW4+Jc-QXIh+?Fs-5vQ>LyK6LVSJr*Mnt(1)YCq`
zU;aw8%_T#GqF@sSPDa1YS1Mat_>D(p1=5`=FJG{d2u{068yChO)FJf)ek_b5ZPpsN
z<A=64T@SeS?FAOb?fDn%1q$4!TOD&SfvPds|DXqd1Qo)O;LoT(<SH6kH-`Z?*jXth
z0w`lKo*F(HTC!!U9e8dj0!2qdGr0@92VNQb|K*i%<a}P-`a&&53?VnK-d?+J3_he-
zXmlmjSF~!|X{y#U&U@x)y87*aNj<mOZBf64>-R9!@HygX_%}y;haTsDx_#>CFxq9>
zNiP-3=*oK5L4_q1EcUSOX8tVf&r5jVB^)(;Vy%Ko8S4WTj_QwF>qJWq)1P6mSIE1F
zsRNq*hhEn4x!U;3X&4JxdXYywVbi#+cFgNzIa9UF`+mMsSiQ7gF$}dQtD~0a4?XQ-
zkN8wWh~v}z<uyIX>m|aGx|khtUE+L6C;G6RgmoBfqq|{XS!LUO{)!pbpOH@F^{(N_
zuT|QP35-7d%+@mA-fs0pm%YyKN%CFI>3L({&m4%;`H<@t?4C>CjSQ-jWN4CsOsv3C
zX9DjDBTs1d@9hy8CyCq88E}s;43Fp+Sh$ED@fQ@_IIZhhH>_(}Pk)=Ws>`l!6G|#(
z`_uJ`u?V!$Q#;I6%aRkTu5^ywi;3)+-=EdC!D>Js%qFTG?HhP+eqP@=Vz90~pC^d+
zn%*C<`uX(t*5e(>>oLNSa`g7@8QAA%V&i`0{q2fgI;$C-zh&Gkv2a}zO%1;!^+xJv
zYio9*(I=?KqkkUX`Tf|4x*b|uHXvuxa^P7KXGZW#;6%pp;x?BIxcg&cm=%sDoh(fI
z%jIVWo^eOb3iEzj&zaD)DQpYun9NdOwS9lg&uAm3yUo!d-W+PSJjU_mk;I5oI~3DC
z)Qzvtd@JMo7o{)4Bv{QB=?S7j=jLlq-{9Owq(E^pWZ<l!Ba*hZ-%e)Vyfs7?xO$g(
zIcOG*+_j61@$AVo64)K%^pe8)&KaRIb#xRvW^Q36?$xuyeS-vwEWYpXp`6uEQvBBP
z=@fJ4!*VnrwhG;!pYMpfsp;F3+Wnf8N>^8K=L^sHS3@}G92@I#s%O$Vuj!9R`MpO@
zb0pG94{fi*G--@@`{bM5&f`2yI}(1KJG-yHVq;GD{L)#+MBG(;Y)uchCpi|A8HZA|
zOeGw}Rz0Q7i%mT<rZbivqupB+spnrwyMtNhC!X{tM;YgQ2ol4N8qB0LZfA1j89r=T
zaK>L9FIMYw@>(T6S-+f}a;J36x~gZ>&0*8U6S16ohcCX+N;po&(nPN{M`ZA%*#9g&
z&3tvBGEZl$Kf51F&R|UTNfghGZw%2Z_PJ(LZaLtw)hCy-KAuuHs~LMu)+MoW62nz*
zf$e>QQkRXHJp$)zEBCdvRKpXy=QO^DNqYr%5+&3p%I+6?@nuigKZ~-jjsG!$s8Y)@
zs&n1s6o$eRXL$M~%QQyI<s969>6X-4zXYq)vCkgclb)?0dhO3SSCwUNwsjBrXPodF
zTGfw>Nt5E;<77TGVv(jfFE~8c@Y3Tp7wp59W<+!{r7^r1dlI6Q&5c;HF>xYKU~}6I
z8E}9&Jo|Dkk&eabVaX*OWKYnQPRnu>S4AT0aNnUd$6Hf6Kt!C=bKfD`Vc&^_F^`nf
za{P32t*E)En3n$TjN4l?%(|zactVsdmdEzI?astaj7%TSlH6)bdq{CBpQ{3w*<Co(
zi>+iiJm2A9hYm+(Tw0u7v})lUse*QIkpiM_<p_aJ@brG?R`D@!pIey}C*!2VMB=Y2
z|0v+t>xipm12>F~BRARcVNU5byp)p}6gHAHRYfq8Sw^6dfw>a<zKvq?tTCKcL^VAY
zeqw#~T#TDCKSh?#;mf0^xN*0|T0Sb<-*<3yDX@DvJglVO_eg?S{~R~&?gyj8hJy9o
zpYZLZbOd`!OnOK^J9>MfT<reRqh9t@8+ns-ll^-gXRkP@a=LrV3JN+P(RH>dc<#zc
zzfE;cHle`UGlB7m=^I^SeE@}lKt~!D)l6GWK|P_YNbRYIv6r3mkN*2-0WQkiRvlci
zQK&7(<8#=^C71g%IyA9&J>zR!6RmVVh+Ze-_k59pXkwGNaSbom;#n+mGkVQ&6lnK*
z-i}_epRt#qGBlo-mpQ660>0v}Jm{6|S>uk4_0*ACGhQ+M$ZC>4mVTFHw9t6h^&f4C
z79y*1iX05GZ+!{HAz|!d@Q}GVgoNX_-_T)|Pod}DRMK7a?UpY}>s=Ed)T7H>e#D41
zXZ=joe6q;Z!nG;>`m7AR`1)oLcC#d=Do;wT9Dy9&b8B@XlGVhAZ54ZGtA5Z+=;-B;
z=tQBz|6V-iC`mE)?5z5zt2o?)l^e$VaUf`cMM_O(n<x)<(y+C6X?1G+>~R@%WH$Iv
z^sK&jvUJNrl;kDtxlGDL#+UHWSVr3{qmET}hZTm=64kBMk8C&!70yiSv=lG&%7otE
zZ5_ErugJ=LvSzKfG@#*R!fm<0hPuUfI*K&PEMHf!wA_qns}QeAyO+OtQczElsua72
zX6b9(Rj>Pai0wEOe9B77ZrWs6v4h(-RqjIV_>Y;z>@8cC?L0}EPbhq^m;3T*bWDd`
z+xkYy4BKky&*8vRv2YE91@MwDGvB6j_ndQ{Nyo8UE{{P^+amDu5Yvnu>g?NYO+lUy
zB;d?Zbw~Ru8tx?-#j2*7-^spogj{3SR|!pLkh^{!hBnx~BG$x2XVD^wS-5IL9m%-G
z<FF<O7f4_aysF1*6qM0*o$QMWK|$4iQP^PzFm*dMt3A|y|9XWS8HG&xAl7-30rK2p
zHkSRQtpQ~Ruh2Q7KV}pg#VmC+sVtI0_5(z$Y(7=f587XH3KviAeW$JD3!A>&YL~^%
zsh7V~ljr{{mMFRx_NKna?LOrGsPM=6m<zoLse34|<L4ASrBd}}?@s{z=6Z!h5Gs;K
z=E_S<Ub9~Y=~sY~Fm;_UN1%pn{~6Z%dsudM_R!6>Q$y3;$UDnMkx@~b$7W@8O60j>
zIGys1G%^5Ifc=!q8VJu-A=f3R=603V&Z4J8Sr2L)2usNR3<KM?Kn*iAM9!7FpF1ky
z8P<1V`1$#rX!E=q{euEBfg=H6Z-eFR!xMVhTjwMu$dah*K@Sg3?P+%J{ho`FD{NX3
zAQ}Ddqf{RP)=t$1kLZ9)^nCa;<SwVx2JeE&f8!I~$&Ywa+V1D<OJkGl$O-fHTJqha
z<{*;83A@n$fqHsc#09+cCUJVG4+~7~oMLM9_i{zyUMHL4UIFo6YX9IVH|`5ORX9K8
ze3lTNurZrTvh<N=?M+F63aqY)xTUsoZ-6s(>HxMO<t3om5cM0MNY((L!)3rd?38)b
z`GF$znX#B`NYaty3H{9<)NQnhiHW_ErYU&6Mw!$vWKWrQ%|?{YO0;A~>Uj!USHv;_
zKC2{Vk7qZPA9KBORT%mf-tF*BMQ9@BZpk%cJWX6R{LVK^?Udai>b`JHMu47;>mB9^
z7sVJF)X+&pz;In2`)dwq#51|CgD4U8YRn1TS1RR$YzDtJha;yUpE~bdp2!mAGM|3c
zYG*_I!WjRxRsVx{cAF;#+*~gtB;FrTawgbzy`j38@$Hcx<Z8h8wl+E%8bb2GOxEm7
zW4{1hjEf1Ay}<l>!D9M0HigV-Sbb_<Ui<@n@Dk~I7O9En?2BRp4Qdw?h`X&-EL=uM
z9|``J0T&6tKRh~;iQ@>d#)gJa2uw~*>5PXIzhGDF;=~yEs`l2+7jjixQc{xTHZGsr
zPO@5X1}nCmfPerKQ$a(6a4oH>*o5fBaGnO|V8{*=g92Wqe22|oGCA1G2d|?gYHRED
z77Fib<E})u1o?31wQ<+ha7qu}!gQ4aZ3l^=8h7WPVn@-?FaFk7=-$FHcL6TP-)q2O
z>VCF28^q)`c$>pQ)y<7(>Y9aGg&mbAU8<~bf562;Q`ZzRjq!fs!0z2!nfo3AX?|a?
zyEs}xZ*?N?!;`0wDI+Y~%Tg(S3U*U_A5p*Qw!hXf4=XHW9^cIv9xl@NQ%p8IGnJ!?
zXU`%5vakO9`4LC-?&=r`=NXNd*23~KklK0b-IB{-5e%?M*u*9AzB_AfaD@WxnykCF
z=aHq;xv!VOL21Q8NJab93=9nThxO*$WBP$4&aY(M<~85k+&rne{M8g(HPL$AIsfq!
zULXF|v9d646*Mk9*uD4$1D5p9pNV`XfC4=;4w=0CdpMdL;-=0ZR<aPty0XBfcRv6b
zS-&t8-Q+q*z05#jR(uVlWhEd3QwJC1qYlO~fX9pK7djJ-9EYPN%YYxX5P!4<9{+Pm
zZH5vpix_rKaOjtw5H1Kq7Zw&2_-bJ{1#g1M-1f)qyD%^@VO+*)UW?t7IyyQYIt)I_
z_Ys$N7-?z0>oV^w_Pm{qhsD1c@9OG8AaHa>u##_qg=+Mt<c|-2gzc}4M1ZH&_6wZ{
zwd!biLQr(UT^y!rLE1BLp@SaH(F=uojlF$+hhk{S%BbV<yKX&_vVFyTyV7Yjuxb*G
z?Fu-V^X}S2oT00#>g_c*^loBs`thj9$R=2|^;B*7GM=CY*sKjn6?!P_o^#D56MP_*
zH9hCAGx?lo9bm~%&dY;&K+x2WA2SAp=@4fIvFOi3+P2C_7@+(EXi^>?uR^M;tH;W$
zw=*d&a^LD%`-Rk05^+d~)YNu!X)1jsoz!F(RGDKMwxGEba9sB;R4Xz3(>slQp(?O;
z32@UU>S50{Yj*qhdtE8gFGa6T#cPzaad2`*Q`|&T_kmn3UuYZnsB+F@u75Vv`<`5s
z+OPu}zq8|b(uyX>XTbecE4o12^RU2s>}1z<=_E8Y2j+A<>9{<!{R3Ta0<7WeU3|8+
z6LZauNE!MllY-YNn1Tw84)~a?#4?8wf02V89!bj>e&e+SUgv|?mr>H}u1aM!Hf}EX
z*f~$*#z;#+F&>-H5q1l$1bD8=4t2tiszLeBhTp3FPE;?+(Hn3tj^=5UoozV<JCKVD
z#q6)eN<}knKExD^3P&cJYn*?8+YJdVJq>*WI}5sbm!qaD>^7Pbm@2=9tV)yTeOhv%
zaN}EwCurF~2esnL9AX?W#f9|z{I3eULQ}+2!>=SR;!@^$`=8_bOrZPct2ezvbWVHf
zyiBY&CKV5uOwpG`M*>4gIXk&LBu6Sq8NgYv!Tw@l5S?;c*7Vro$(K*YCN0w28({Io
zMg`hQr{2+@@hpfj=wT3*(tI)C2Z}F)6*C}+x8$pJX3k`__yZR1@F<p`aAZD27`mK!
zA0b4KIu{4r1Hn0UzUC)TRkrU^UgBP-SC_WjGgWt6=F8w<n*LR$q_DHy#<(K-YV@jZ
zxR%?lTFnBXMvi0Eo)pV@&*b!O+|*g3c^9co)a>3)?ug|#tI4GyhJ%y<4gS6M=adMw
zT1n@Z9@jcFN@GhcMC0(uCdM3Zvsx185WN{$fzvyYFOF7O2Px-O?k*)&b0%qss=Aab
zEpzHm0$7K^le*Fu&5%bQ`FUKna`#la?<&R4#@bG2sO%Si{_dT72e&Qjr%9OI2Y3d9
z$!m#g;`ahWO?t-{zXaVJbtN@%UD+AQeLXV4F=nkfr9Q=%|F2Vb{=^Hzy<H46R^!}p
zGhx*k9w0dun%F?KyOl?gN%2$$rz_OkaF{|zH!38KZS@up*Xq{~1hQT&B_x66AI+I2
z=I6b&lc&!STh6qZ3kAo=7m0}-oR^l!Y`bYOnr7YfcolE*gZbo5Wwv98XX)bb_ppy2
z6FprgKPHPG<BZLKyYmk{>6<U;>Jw2nobe}M$U|VSQX2l8YZZ0)6q)8ASKLT6V-1n`
z{3Gz#gtK|0Elj{z!^>>tikYldPq}SGRl!ylPI24Y4s!MVLo9ezO^0TkWmTPZ-g;v3
zKPQb({g8jM=q6wOdD4h7ZXw+m<J{=JM#g8gok{V*u^{@2J>l!6caCT9B_S#N8y~c1
zA)Hka!YLf<Ye&HhVP5u+wFGhKV?8;Xwq+`>8L<;V3E0dYh1lr5&WEcZTF%+_1~8sL
z2MrCErtE1EegR`<y=8Bs!!|ZH7g~Z(5mUp^rOUBOy(!Heg$WGD&fdNZQqCIHYElag
zM{5#)6xE0o@kP#Mhm>u&ZzxIY#Ij1jpZ4pU;{b=%i6P!XseLbWRVrl5w-aw{jqnKM
z>|U>>*dyze!OXn}ACK=GbJ(MV4yQbyEc;qRT=R6!S@yk3BtNhFu3IHE{fc3_+BWfu
zagPyPb9j}yB{&nuN@^J<+!Yx1N~0r;uZf+hdULSv$KxsY_iwCK)63I%_7`goPAvun
z-Q;?`^cnmTifi3_-$1VB2?A^X{@qR)YH;>8!)wpGXmK<&UCLn8oha!penK_xdZxj<
zZ4r-p>S7WS+w}695zCi~?gt0h%b0wlNeDaTCe%J7KEab1!rUxL{qkKzm*5V&D@Y2O
z$v1^$rcj)MPS|*FWp4M{`+|nDiDOrh)u^KldHn|CjxncmD1#w)*_hFB$XMj=L<9%}
zCLk0$bQnQ1*96+Vgrr=%vn{I}bxxQVjva9lOCB&B?;ufjlrv+=ey;D{YM<6VA5dQ7
zf|!-Gb%&3QpX?rTknwarmrUOanmo?3{qgwE)i<6UT(*2Y+6~|Cg*O$@csecDG4?L_
z)8gox>TL@!H5o5pjTOZp!L9q5jgPr^8}1A$O!XmpjPcFHF1=tMId^_fTIOIK0W0ts
zgQY_joW?BbY~x`6lHy3aUFFBL!jxi^Rj~Ldb$U?e<%x@958>$~dazm0X#K?4Cx|Jv
z@EbWHEIU7b4>zK3UWJDyJ*ko&y*ZUXLE%=8oHjl`=pV-Vv*`lHcPS*P55})DcIq#|
zS0?Q$n=)-YPY$2-DnSe@(jEPTH%HP{k}?SRhbN~yyk?|V-+Hr#hvq0mTgjWQ+ZU8{
z*g@^9EWb>Z+v|Dmm;br%k@hW2Ihyv|lNgTWuI$osqp}Z3RFLmx=kqATcGgqRG*;5k
zgpVCq-TLLE$!oX!-B#4Rl}no0t3uYFVqB<=<*9gQo7UCz2rlflBPJP(;T`@zalr|M
zXH)Bz=L@z(ky*||nw1Xke}|EpxQhF3%U{;h6}SUC5gOaXTlyG+dBANuXV&qtvU){1
z(24ihOPn1{L&IQ)MHf-e=Vw+rg5zH0{#7A)xvUez&T(GnwGH%(_s|BEl$4lclPV6E
zw|lwCL<0<M?T(7{TMpzeCj-pwQ^lxN!2^P@NPJrE_lYX2Q#UUUv@AeqPAAf<6x41F
z#oYBi-D4mkgGP3oKbMtV5XbcS3GkO0m=;9Arw?q|*DQuKzMn2s97?^iv$sEdaw!=D
z;2Le)&5G7Ck`6V}=-B-VhhA~h=Y|U-9|`unWhka^+_(`U_E3NbjSa*s-ANFHORcBK
zlfnxjj9xu3t^^`kSy@xVw-5*QrMbtCAI~F^6M)4QI7N#EcjTiUiS)RImPP)*LP0?W
z18yH;u+wA|-~&MrO%Cwa$)YGwNKZ?9U0@Ct?@o-?55jb^xtf|91_nlhh%HoskB|Q8
z6|?~qn2hZ)!NtbDF{{~XC%HL2t$U)TfF>;n9!#uzpSy!3fOr9dm~vf6kV)W?zDOZ1
zkU)1;b@kK0jeM=Dm+^g<F)HeHH}>`zA&|Ma%RY3d4OIe^p{=bgBqWr`?vHnu!(mab
z_BvV?;H=TI7usV)uFDL~LJ;C%<Ozw1ot&3Z=mlNS(a?}eD;j>Ef>~Fv%xc1B=&p}H
zfTh#<)QK){3|(DZxc)(k(b2}tw`mZK4GpMarKn+vj9Qg)&>z3?;a9#De6I0b%w%pL
z4iZ`hhK{y2^^8~6b*CJL+@}bE6w){j%cGe9ii1RqZh+N%`fd>swI>O9@BSQ^^4JcM
zm~dJhZC3drAur!^w7X2gsCm#MPBBqoAFytMRs*)n)dO;4Vu)&ZLPAHtjp0m?cd)Q*
zE%u~&grP6qfZhA5R(pPS%xyofS?%(H;DJpz9{YjU)ou!~l!9EZT)2v&;>IC5zT@=Q
z*CpmdTQvm9tYD{^s)f3j@>{j^7djKTxw%iU(7JDeH+~=&7JfL-<rjM#Znd>Zp0S}V
zVuB?$=ev@;Pmdh=ZN8c^>eR-Ehks4NM4JE?$Td8WqoVNg<w5Z!>NH3}cJ{0+rVl?5
z)4i3`{VA36^M}?h*f==bTU!Samy!v<%2$IzLXh^D@$2&)aqr*1KlzT<eHE<ymJ+et
z942t~4svw@b!ycYFL0Asr*8mXfl|M>Ul<U8A~>0Fo>Ed)J~}vv7w}H>R;Mjhs~yZv
zO-&6CCv<k+UtBcNGbXZVxdHGV(ABT?{V~Ym@Te$5Hqyh)C|F{BMMXug@s!(g9<4$~
zx3HR8Od;!FnF96SMK};-h$Ew`xVLR~7UlEp=2}0Pnwn~+@2>V^foK7=ep;6UK0YzQ
z$IU%5HWo+xSUR@pEE|_<Dx6XzD+6RIF)=Z@h5`6wPV1A>4C2AJ>y<T&UioEa8UrnO
zrLV7&r;bD-MG@Qc9r~+4Y;WGY$;!~F^J)pBFpd&dh54Be<x78JPSI}(?O*v$on%1L
z5<oz)HdW^h+?<H8uuMExy)sd;*#I3odzAK2W8*^>mXAu<aZzjBWJG-C%(r<Qe=4e}
zeIJ!g;;(Vto?jg;!MS#guz(Tre7}ArU;XuO>3-^fWbTl%8oe+zr8WFiSLZDwBO@w`
zfkA1=+B{&K<SEwUIM;gJY^2z<Pp{EGfyXiX^Jm|@gDnJ8baXTYmrb%n#N*-*Fc?c<
zO#r#u;?7cEMl2Jl9u7#B$#|V|H|%En+uPdQR*G6o9`2+9hoC5HD^(?ADvhwUwRMp2
zv=;Xkr3Z)k@G)wysinmj$fIEpvdZn*8m=8JaJ&LvT3WJ*8KZ|E-=9!g20mK@r8yB1
z$iu@!3)ho_%}Bw>dIv0ewrd0gVS$0K7@Su}srvgwDqRc_4)3d-*R@N>;l{FhG2c5o
z@o{kU5t?Q%X?iOiE-`36S)Zy)N{wbv(B(Aie|Mb1nWw6%+6sO6;K3p+PU$79l)Ls2
z0C5DpS|#`(3jisz4Kufzwx(t~lv*~i+G2#I5)BUv>pE$BB46CZ!^c+N$rE{<Lm7e^
zVL<2<-X}$0=GQ;@`}^;$PYKY_m~<x#HK>ov!f6kHT96VFe$6jj8UWhxb2EpSLET2c
zDDzfVA|C>(lB+88p`C6-sdj{~z#OVEdeurL5AZ%#z|Y-#Ap<z&S_oo)b!=gEm4WRx
zr`33>XizzHT*MS=Jp%J%S#OVFRot$>N}>AQ&S-yaf+%L8D`^VIAevFj*Ns+vvpYq^
z!u4D5o#L+CkEKSYUCXh^!F{1&rL*_Pln9|R;MMUn?jz{w=xF?xJ`S0%kw0}Qv>Yo1
zXP#5HBS=?EjE{d2U6>I&<sC-OH~JFleY!ie;{3CCyw>wLHT8j;qkupiU_R7o=;_nQ
zbm_58nn7%YLZQ8Z#n{I@Dy8gF?vrWaVZgiF>JS@KAv)IHI;e==WkvrZWDGT{?25Zj
zA&^`{1hl@sUZcz^s&tNA5`MCUL^K8vWaf-@cX#*qD*|3y<?HL$uZcp=&dwqea`CE2
z67oH1gBu$g)zW>GUp#-lkxMzw%49LPl4xvTa2prX%p2KuOOIC>Hf~@=(Y}_ALLe7j
z1t6)8l=70pZA*3lPcKBBD`Zr0(1QNc;m0?;KW>C{a{sgG1H>kuX|gd&5%ufNF-fW%
zmw}J@<rIL~180s$!9H!E<GHJ(txfLDg0^!B<u9nHsAy?vJ^FnjdPH57ly3cb;Ih5Y
zwQy$6&NTo$=*=594*JlN?}Eu&=xJzlz2z`8A2KrL!(bl;@X#uO+1dn_O?e&9HV1jk
z``q+6*=+fj*H#!Ww*~qO+~6Boa+|ETR|zsQGq-<xdgGMktqS{v*`MRCEG#S>R^zSv
zygp~ZL&q-yKF#BJwQRG>K7bwqiRZMQM8O&ItKC$<<MzpKKs3vlsi-i{*T;c#5WUM`
z@h&uUvea@6#S(;Kc7v?nCkW8Wo(D4lw(QWHsLV`iopk)%DHc{%Caub*eTdK61!^$l
z*1<r_4)_<l^uIug|3Oj-4gu1ziJ$_qkcffih(Z(U%F4<@La#UE;*pB7UDyPd1X1)=
zr4buxmGe4dQ$;xPcz>M$A3wv`8~_D%u!o(s_tc5ku3gi$?Sy%NkOw?kEQclO6ww8_
zkn9ZZ5A*Ho{07=iS_Ext4ft1G4Z_x823oQtxRb2C?d>#(_uL0@8t~YCe~s_oKm&E-
zlAFK`+y-5amNNVP#Ymljz^@t@@%8K1<mCG(lt2k)E2n2;i!?lB?RxqakW|Hhs6=x%
zG%|ug2(Yl~wXD%bQOL~w<m7|~VGBUV{Cz|ebIglFG`!9%`7|2D!-o$KsgoH^yrwg8
z(WphB^g`A{I_oztqm_ppSkGQA$AoEO9gS<DbrS+Ya6?H>yqxjs5EwT1zQF$q8df{5
z98)+Fdxi`L?d7LC$=df3w;Fhf(LOV?3f2fh>3y9cXwUVGeB53`RIaV7qJ=lKqwQW+
z%O{*HLc8x5a|tk*nv~W0mwX~4Bi~Wjv7&=pjsSCjdqG3-$%Lo2w>R4bcXx6(2)}{`
z18g9DpW7kd)+VZOY#G~ef8ESCm6kW=zu($!x+#0*%9TPcW7bB{Tfpo1)3+cLBU%XT
z1+<VnW@YWuW$squYUb|1C7PR@oCJ99;HRq19fJyCAWXu8!$Wzfz*g%+HdeWC;P~$9
zkm2O}g3SZ5zERQfjGFiTud9)H`}-+{*TL&_E-YMJfK3~;tf#?M`vFC|PfSYM20Mu{
zP6W4sqSG&agvP{thdq7t=!$a<ih#d3a7$NLm=Pwp*ZhEsDfdwK)IA+c${uLs-`e{8
z>^<gdOa_5aA@&PF)RVKZ!jf7poA@2b4!ju!=ihn;eM`1@BNL4@H8PT@Haq33V@2%6
z<Zlz0eFa6BHI?vz?8P{Su|%%1U1?N8f{FAD{x2VP{4%JSHa?tP)bx*E72fnG%u)kp
z^?EU^@m&Btp!*v{<j{eLKfSA$xh<S*B$ieL^j<g~r_u5J>=d}?12L5n)E&LQz2ZxG
zg>L`vEjBv-GOz~D%4|ZQEH9dLsc|XgD%#s$ysZ~hnIT$W)BIy&8zK30sJpuP1a-iE
zKm>=uPCkf}r_4wSO;$Nud!*&?0C6-t!*yyPyu9naJD_5kytg_w1pn42EAR`{-$H5a
zuU-7yZzK>XB%%hv0i*=w%hCxbaXrA~)w}lkv9G^B4B|Z>V{9`NXZFve(yi_725RIt
zZoH|QRK)o!4HLhlBnmtgK=B&^1z^5@A#(a*G8-^!$3L_3Sxwc}0Kps_9F&)rBV{<O
zC!dn$_w@9f+{72XDjX0I7w5h_$Z%#-PyCNCgL_Oq4+9u{3h<P4KFoZGv9^u7_ULDh
zudgqtZ6yIXAz)XC`*$xis6b351w|#dU0?mvK~luP5W?7(lbwCQh-UwHH$qx@YVgO@
z)B#;J{>v*PaQpf8`u&_XlqLTX@K4`-1%bo4oBV5}mA$>aKtr1<r2jcyEr_xOI(3Nz
zJf6v1nK||+g%dn~cYPlS{FLbW^?LF6#CUG|$4{PoSSKO;M*~<;VZcGFb0Mztb7m$9
z3CXq=dY$m!tFb%TuRGTQNk@{!kphU1H*YrX<DX#vJ!7lw*@^4KSw?(BWTdaaLw&5j
zniH=7<68)bKOVVDy&yh0tqj*Y6ZZde>2^)uzHP;1s0f@LJY4gEU-@Us>tGS%SnY{&
zTXZ$6e@)mpqc&M?`(wTK7zEhfmX?K+!|jtk<s!#J^_;-KKw)8F0P)k(()?5u3&}A5
z^Hm8o861$~ilu!Z1}VDX<D6Ywj;e&RNjLMhNZMjKW#z}!sk^JHuOVgs+Q>{bgar3C
z^EAlXW=W+!F9*g<bhdtY*w@=zF1b8bbooD)5HW)4R5@8T_+kMlZPAy}5h2U}ozYvP
z#4IW{R`OxTFVJ5?WEaWsB9`qvF)pS^rc44IJ-r{Ex=u8UJ1C2-t)ZCw&i3}tr0}sA
zeor@mug6NvNeBs1eKA}f2R6Wl0lp%;al>x539A$e0Fl&RHF|xI1^$$tez~ZHoE{YC
zva)CZB8ei3xk)Ya`ICU-&&aT_E|9#bQITW;U);NFO26DICFfh9UJ}Uv#A9#7cxPz_
zoDN#Ly#nt7NCa-UmQK5MdV0Ea6Mdkmxw*%%#zhn!j)bB@&o9g7HZbBwa%u_oQNa#I
zV;{f^3&R=2pFQhNXU&O3QDuBK(`Z^AI1B*drKP66ATHIXLhP?k$>tPhE{cexiG^64
zO_Tk%6eECP;*;^P-M{anB@$=$U>lf(g==%*Eux&<mqt(xbxwME`bUqRnQ*)BSvWbz
zjjRIfJSx+dA<gGCkSdB3CtxHF)p+yQdgj8DknJFj(GvNcA31`Wma>5Ux8Uy))Nsid
zH7nBz&*ME;cXu3ymXNz;COr=#{J?x$eC~S=OTEb2LBJg_{9`S4t?gR{b!SH)b1D|R
zGg9m6zGtjM%hD1`rlGDbDJyU2<iwFP2df6u1;`aDy-q7#-YO5~Wo0Gjcvq@&l7?I*
zAh#GRT?MN%Shh$)`<wt?`1tXoNlI>RFb9=(55%B?>L1I-k5Q8uDo0`FN)%=e&Hea*
zm6Ea^{;k?|+gFki!OFsdi-}%RVTWuh7=srvYIz6v`IUfNhl|SvWS%Q(@Ufzg$PAtJ
z0PCJq4A1)@?IIb3UHNZ`$BBMW8>(A*TxhJdAoL%iD`Z8CAPX+<<t{({PgUFVkd5VY
zwdkspd9yA7M*)pr(Wq5V7Rt#CAnCLJn8)S(bieL!{x1KZ!xzAWFfoO#-_QET!OfMs
z?V3qSVpEt`MuvyWDJeDohpS-eND@domL219INUO9v#T|qR{2Lp8K8n)BruR_jEH6`
z$jzOr!u0a{=k7HMb?Z@m2OfPPz_jM)<~9;8KltZm{x&$EU=#t@LYs+x75|=Ul@r6%
zLmPp=?o*B$P&>(7Lt_Jn{-ho{K3D$wx2zmMYyd_`hq{iJ2?7ZY4u0ykLo<b=i~o0s
z++zWOq#K@qGQ!(BPawH<D-Uo6GYx*gglp^<@Vz&5FZ~@`C@vu(p{zUzGeo@7dgD*8
zgS_Ivh0-CH%?IAax;TFab`#>NL;+mr`vDIXT=D8{l(@lmZ;znD_5YKHj!G|IKJaSA
zqg+!%Q>qWnv_r`YmI9nE3>zEUH(-|X*#%A%v}FGA<sR5rutgSqTF>o!_aIFb%)VRO
z+g}nB^DMEGSw3wl{=z{t8vz0*l+4WG&D?i|K|;N?yPI$U<OQYw&LMZ7pMUaCec7K7
zqarCODLPt3Pmgkn=-<Pp0gwQAQkMVF0A%2%*A9=5`wWi&lXKvNM)&rP>~E~a(j{>I
z6fe>C$2Zr(+dK{?7fl3$hW{)#-}L_G-=+aT9qu;%IjT^Rc8yyRgo4e45d1Fv^`GAl
z4qTu};4qrCtdp_+Io-E4pEOF}s!2imztb09twP5Km{VEzo5HXAAr&5~cXf4r&wis{
zZ!lMl%@+z$YY>p9Q0=mqsy!Xd)9{$O)c<!a_IeYxm&(n}&470Vd1B+|$5l?NvpGKr
z96LcYodlfgr%#^%bG3PTtuo-xp>uQqA!K2(k}ef}Fnt-(hCmGEX^2z!fLiqdJ_gy}
z11eboh6&WZ7b39dQlz#~d8WDQF0M{b4k)_<*lZ@I0!{KdqNR|NBQZ2Il$V$P1arjs
z`#2l0OdobZox10Wqqwb%%EEzO75|-(Z-8NaUYF|J5zBrMs11-d$OKd}0TVBGvXOE{
z@)ijRH5Jun4ers#PM_@Y(NSPsYV@Qg7z(n(i=iEHoD}>XpJX2uHdZ<=)ASsMVv-$z
zv8JgwxVQ#7JyJqe%(ts+YBpQ2m97Do1Jm^LIz&eM;gD>pUD^ARmGusAl*gnylr%K&
z<|{!`;y&oI^_?2%TN~%)3%m(YNdZlM)11i8@C&?>CW}K1(WUJ?IqdTOMnSJg4J@hE
z?p9lCD-9jp?AvQAPJpxm@qA+fk4Kk{6r`7`;RJU%a)AZ^hN+YYB^nM6s4S(8ZycvJ
zpz60K@GcGrhj=5SRDOe2VQ7vViWwE2z6K~DLFn>eW|Ef~^KFxFcb~d2uem8O{90HT
z%1Z##?D_|<g6W@A|A9T7MyRWJ{`_54mAivOF^K1f+Y22W5nnDDbCYTDtM2~HDd-I*
zxpU{cK#Db+-9f#gH$Vqqifd|&`L4@(Wf?DGUS$K;<N^uxSg^*B+Cck0w|i0G%2ChO
z*=nqV;jRx51L6W|os6&wNyg9Oq4#2-(8u{tV$2^apm*Bw@Nh7_6&$4m+=ymKr#wlF
zjn*XEeS}i05wz?Vz1f)%5Fl<~@F-`cJEakXU67OmLRE->fP#O#&ifqbd4R8PJeO@l
zTOeB%pcqR``+ifY(RJ*vM~o*XCQzJOfv84kNQf3dPtnmN3|(=YVeH9IL&L%{F~M~J
z7P(fA7Jq4}FB62CYON}#OP4Oq8v9|unJh)oJGacL6R5f=Ilkn9st5L$)n~#b!H~>H
zaa^{ufJ+Cp3gnL;aMx|4Y>Uz2CD4qLmGSvAXyfmlno4>V_w&c>EGF)4UBhM&5aRhg
zV~I1s8%`^#gD*P=Z%cLcn%A6cApjj*d<tmf;5)1tAau{}r38?_ViL!D{Nj@!uLyxD
z4u$8=^_)4z@+8l_k)0g}y|`IO*-o$WeS{+h*{g`rN}#{tqcV>a5r{3&Mpb(6`t>KK
zy^oYDKvtn#;eGA}%FYNPXb36$jR$g-srPw#c|nX}K#auh8k^!YBt`CTYz$X9Gij`i
zz^OrxFA!ud3mu)=*4+2pmtIf}H&gm>WaS(DA_+?^V1>^usc&Q>4G%})#v@ySx9DkB
zRSj)zpX30xHx<V`OsB-8=gsNK$Vwm<7FJ41%IWbw0X8-%@PF>gorAdoQW{*&Yxm4W
z-n#>Sy>vWNHVIJvpV+zV=W%m1E9}y3h_>M4y;2&lAw#zu-btG+KLF}%#`{5zfeArC
z#?u5fZvRAClREL6*WA0j6sS>Zfdz=2m?OY_zJrg?qeL56rb~+$IS-)x@Zm#mnr^N^
zMS658z!vn2gmL|Ypm62a@AM!=T^kxk##>rkyaP}eXz}Ul>@<oJ##UBT1e^k(?Rr3g
zV5I)-RffDz@$pXq<D<|~Py+y&B?p4Rvf~JD2RliR)=pI#UPpj3Qd?d#fR9p4mVh8p
z`A?mxhR9xUlC=z)@oyp%MEr40ds0QmN-Y7LWyo_m+(OPY2J{VBnwXfFnPrba%8J>S
zyGGkV8>~`}vg68d4}ko1bdr_C0QE`}YmZ_ZROBa%SiICAp+q3*E-G*`kM<$`INWNC
zr%5ArG}=Y=Cc0{&Wvo|$inLV$t5vzk?F&xc$v(Qs?X#HdVDVKhQ4*Vhcp{C*R=27X
zxPfpKCxLJ(KuZ@OQvB>`<6FT6UcGwt2e0SA*Lmkex=@2=dJbH?bza#`r+L+%gxM)>
zWKQoQQA=oFm3_MTOi&PwH+tpS+Gt4*s0AFz=tQ;tPZyYH>%wdQST=EGd6|BVP(6b*
zdm-*;RP4nh>oxm{^}5Mns~GIw!O@e4zX=~OQMt`b1E`Q4-oIQ0E@z_BF=*W?q;V`p
z<f;tWjoY_dd3?{(4YPYJ1D=1W0OsoWV_{+cIUdi4ozC@%D$d$I6}~?{Ug#emUn%r;
zET*qON8o25aPv6lFY%_HPbrRxwr*9r0<Sy#eLHs(1ddF=r-me-Sxi=|9iV4T69P<3
z&&W8>d+~Y%6gt1Y-sSeTn`K}lWJkIL7)n805D62u@ss=a@6*s^O<KF66(xC}aX)zQ
zChVcyPmqY<t>kk)0YY~;@bdB!PU?nr@;;NicoQ!47PAQcJZaX^JuWzwjN9%?9lP^8
zkgkL1s;s26sWt91z1kl0)D;HggrDL)U?UZc{RNIX^4_HTdJ(5LaO|X3u4rF&c6I=`
z@eO;Ng@e77m6hdoj&r-yzl=42N9e$inWqWj=mb6h!P;XbPMCU}W(R6d9UUD=bnH1=
zM#j*0?@Ts?I>AbMoP=3(P)5g>dO+Qxbj#WoPdM)EBEEkI)w>FZr5j0#x@xYj+;}U1
zz3@Lxb3~mARL%M+=_=Bt5)_9;+u$bvX#r{$c-^p^B28I9R4+ag6Bpl>Wz$@N^etrs
zY2lr!=%@8OFM4*&<RL+$Y6qGFfhz^@165mD7cWUwqhYdkel@$*)HK}G^r@*S9lNc;
z&wg>W+F|MPk^+n5iw-HKsah?Db)4g4-^$BmuWE*eM0;m_WE4Ik*#vrvYb{1#Om!z8
zlL#F2hw`;NqWC=knFNj?1%>pC1}BMENmq~;kg}0%DDC=I`tcYa@2v(dTpvnP%Q89&
z;<tU}?6`};i+GJ5mmcLvmnq{3von10qJ3=lpw>n=30NcXan*D6l_fUL+6E|~YkHoB
zCTaZC1UOAyowV7<%j?FnO=9Z0kq^)JjtNo{&M5;Pssy~{vXdPJTd{9d@82Ud&uit3
z!AwL%h6(fER8&ihI%4DF?|Erot>JOsTLGMlgIz#mBe(;#GOK~fnwZ`@a(wBZ=Tr^m
zAS$&?ij&lfgc#}h7w?J<=^c3Ue+A{}kl^4*foVY>h>C8b|3Co2f+RJ6N!0nt!r0;V
z`F!lY-{YezWU0yhU;4%muyODy_=D@}E*Z(k_YJrvc-^})01ScGX(cE(H>#IbHo@=l
zY-?*B_pxV63cpYQ4b2vBM@Rwl0>B^*Q_WZCJL9?ge9n6_0U^9R*O`!wfiwA0#>tFP
zrGQ*YQgS-1$(C&hwM$W>%!<uh^B#aPI;h1iWaQ(kN%2AtK)q%#Rw@m4r@izdbL-=W
zqEXj%9ELqCo@YWI`b@1n{F=PakEbwjh&Na{zn%hEs{iWMK@U0<6pv>Y(xn!jFL3Qf
zCwb9@hG?}>gy@^VWV<P`1LI}Dr-_d`lLW%1BH!Kv=@ID>K^tH`8K=^vrp)%Elh<qS
zE(GuUIUS=!F}woqQ25m^(&?la@4oHIa1jc+p<jatLJ`qXCG)-M1)p!mKW_V?pu_dU
zGiBmJ791#9grkt-f(4pAs_T6G5;X-(v$m<JEFB)_)MjX0%~U*&I)Aem>ijpJJb7{w
zkEh!S3jDcY9E2iZ@=xW0EG4E{nhxKNg%O@_@a5$!9AfY4P`-vx0}70i5=HF*c9EZ-
zAC&hp+rEX|_1>Rw_E5mmn*iDAb{9L>p!nT)AS_6|h-Zo!U89d?^1eknS|A-axVibE
z*Em5v(Q|LJz5Q0N8~F6>xWOnXtHPvG#ALqCY1OxUzB9qTwpJU7Jg2vWz=s6_flj=4
z`@S_kuF3sm3D-#HD6ecXmc<a80hE0Jp1%_!7O?^$DL@DeO{-E^-uH(@cg?erUEll`
zXDyTLmz~XuT5%=GFREyS+Ke%FjnEXTFjC5}T6cabGpcG-<V}Q<!|q2UIwmd`$a-~_
zZy4#g{VBV*gF390h@ofk>)S9*{<yxKq_dqJ_jM|XWi7dXPa1o;T5*L_V}(K#Xo&9#
z1klK!My(4s>hSRN#KFeSLZ$Y=|LpDUkw1BLh41PAAi$IXBQ7T=2hwB^VVqA6Y_nt7
zOm8?sK_hto7X?GZ^pTP)y(H<6$XN_fm>Ce<tgNhG=G&s^t*oqW-MVEFwUFfPHIS`T
zENJ;LBEodv<hAw=m}*=KzSoy23!tSd$ht0HzWgHf8VPak3T0Wo!_<q9+P!ScX?RWH
z$St*`jPt#+A@yRD$y(2`&V<v&nWerYd<yc>4C&>3Ep!-ssE~u4e3k#)!#q>Qe<AUB
zqEHXL%t9hRzv7+s<VlM2lveAgi<{HIP~D#O_^0j~_k~i+iL1CSJ7d-Y5&1F%IM`=B
zRnGg$dF14*^W4YAdWO0C5+w#nb%#dQ&s)>h*7Af!juW`I?+om$jI90$V^#eD$kyJO
zsS10U(crQE)iGloS3_L(3`V#4n3<JV{VVFqk~I#k-y>Z0^iJd0-Mgoz7Lv}#6)g3#
zx*OTeU*TdB@O*WiR0~h6ZEtB2L<Es^8Q_`B>y*&NlFCs-)L5jl3`mxXkNojA`&EiJ
zM$MT3AAV?tbNXXge(syfbHI>oZP`htfod>l*p^EyN}}ep9Ca8j)B|*9s$`&;xA!@y
z24{x_1*IW$N@riAUzJJXm;T*@0Lj_e+ImIO0v&wynMv}s^b-krOEyx_TEKer&Ia^0
zfFg2@fKmIW-rkpi25z_ZZrL<Q1@ZmqJV4kjyPMp|Gk2PLvA=(#EPwtV?LKW0I7^iF
z6FAp=vAtF4h@jOEy*DDGuyKAmMXfkhY#K3jx>f`d$@A0o)WyZJ4C%P%QSN)y=dBO5
zK>8wvU~7E&s;5Ck$MSq8ps|?Q^Js4KN0RXvNr6lfT6Hy#)oA21rVr8klb|D3cL9<c
z+`)f+oz>4lH`!VYbM>2F6#W!ATNV>TQ&W2)+Y-hg*MnI+9&LC>x%BA|3iAMbyu+o;
zS3iFi)YZnlgAT%8YEDrWH%1oFD?>huB-=|<_w>r8y!ZUsZ`+?JCLHltx}i~AUSHjh
ze^0AYv6Zwt^Ul!=ksrSJ@t)*2K#Q#jDpF{;J?{cN^rofW_xMpB0V_tW*0_s2P$~ao
zs2PZ*7OsFzCW^2)94#>idB&`lU_wFy88PuUsGnd-Ep$h8DdLjWOB{k<<ZZ42x7HxM
zZSzNqf^5vsM9_rL{YZUir8Z`5ohlE`KPrf;#+bBgS_xXy*v^j*U2%3JsKd02O~f2K
zaNVcB2IOu{*E59ilWJ;34ARm{0YXNKb^U19*1`4B<UH7>KQ5LYVs>DAyX^4D4XXnf
zq3K^SYF+MarqakDOf?PsI6q#&v^e@fIEaqdd5<2_&OR1AMuc>330+;HgFa|$`!*sX
z)x1l#g^Z?<hX$GF;@+wZHi~li9Dr{KHzZ}Xh#@URxX~52Ef>@^(fQT#xUz)t9fN|-
zV`?UjF#-HvzNj72)z*fMg*8LBloc2hG{VB3j3f6uOXA`I?wpOS*!%np6sz81;=Kw1
z@+yWFO0S7l#DWA%HipFyu_d1-hNZ^1G6}v+Svs0j+=rCa2FyBkti>&zO?318<34gk
zL0d!!NV$BEKxA)Nd!Od4X1ZjnED`;TL7lD6>-26VB+a}7cn&hHWZC$G%;I8IH>cg7
zqM%*i8kTFZ`+jE_-`?HQK$qS4c!y1?;qyLuLyNulE=gsUQfcPql8=?iy~;6;CDy;b
z_FRN*4HqRi%$TIdxF{&n^pbl&4W9LG3Ec&}<Ausa%)*r|9kU{%CXOMqtE;X@JDC<B
z8`VzoERA6YBrQ#jW)%nY8+i^9OmmSw@bDHraqKEZK-dEidWDUk>ytGa9zEZ$6&Yt&
z_^<V*BTl>GN-aii5E9zVx8G4en|@31S<T9c;q{IvXo;b&eM#}FAx2V43bav=wE}h=
z5a5OGf$;Go^4Mp~u@jtqr&TGAzk?&3Us@#y7SHJ16s;5SxTes<^;wBYwxQv{hMeSD
zB43r#kneu*odSoY+4I%1q}B0?*AD_a`YS4yo75O{Wh96RyCsJElZ8B2<1ZrHtY=0}
zZ*nr4X&msv&xg`Jd^l&do@Ar%D4*0vZg-WvghWN37o?Zu5)C<DTg^M5t5%<sD~d!m
zL^(U`X!I`I={Z7?M#n8PX{`W3gvTHwBLUt3jboy&u7`k{NIyr9V+=a|Mex5SrFiNR
zP8Sgo0q7{R?8BM^P*w7StoNj~0AG`@Q};_OU+#EvC6fY39Rl)9_pLbz1!-aM#mj`E
zeG;jbn8tUznRGvuCu$uiM^|~ik2KoHQ_GiawL8p}?HkxXuZ?eT>4^PwezsqgChlBp
zK9o^@ux%zm%AoxeE*_Tr?j5Je;mXL{iAs##TxrBzj;6j_#*Q89K00noVMg#1f%C&b
z-Hn6kw@P&<c4uE-6U4EZzWQs1jyP1}l5IECv$A<a_!@sMDc~U03bZHAcMDFHW8ZT+
zu8otd41H7VOA#4EMAyNJp;5C(_$g%DJ1c_dKQfa7P0yDezKc(JMT?-8Ik{;WUV8KP
zVwL%j*rs|fg!5mvM;$49dbDdkm>UxoCab5HBJuI%3ga5+x{?d_3kXo?Kq8_+cb&{o
z31BL|eEA{_{nafLyOOV2@jy%J#ZhWM|G(Rj3_C!1cN{Q3;uM|^{aNx%H9H@pAS87=
zHA985$jA0ARFAcRC!<8{0*n3a!v@$nsR{1f=*=Ezj2yH`%!2~=M+e#vJvW<`_rm9Q
zY=4{ysDomp4uC|2m4T#BT?EC%Qb!=hIeqMWHBG}s-k*3J;}hV8EF8zaW5!Nh99j|z
zCOswPa<WNU!xQKzfr++ErUwb6b2Z;aMnsk5M!GE#V)tA^C$}725z^5qP{`a<Lfob^
z0$)RWOjIIwz9;Lq?5(J*%$9ss>(qWeDiBKc8#rAp{Ox}`Ox2Oich+&F_fgQhXc7gz
zufXoj{qfJ=&inWFJ6&{4DlPza$OXU-N8V4`?ZE^M6Nfi$uAg#~SVE=#*D+~S3UU5z
zO8*UuTkXQTj!e*>7*u#rc$J@>9EyA#k-m#;df$a=BNc(g{Tru)uIDWPcL8=*QQm9x
z$HVHylDP>wuJW_90|g#cnU-B_u;b4L0UqZ!a7}=yv&DHz`<1rsE@z^8uin}c{yWR?
zJyp|IQ(OA+qw&lwIC9sR;lrUf%#Z^<r69{kbwX_ylS@$!ezoo2jGX}gi32Fqpe7|E
zCO<j&A>C^#gQVi;_n$<Z)N{QfzQ`$BQF)<o!x@Bg;DpvLt*3S9tnCPH^!@v-h&&^p
z4a$jmH$nd!%yD`!i5+pY*=Fp-YeWxPiVs0nU*clx+jAfbGNMtK_0%B93D21CNorhV
z2L?{4>|iDw;>^We@d`Fz@zv*2uRu+HFbw>%+(J)bDSq_u68BwkC?Wt-04h!SU2*$E
zN#2amPG>qu0KxhTSset$+ceXx3pt%!$jQQp`xqzVZxPubij2o$xW>J#tZe_?^@lG~
zZ*#e9=z@|7ApQl+`m;bUXwk{d#PpCy)YN_I#e!WhfxyI%A8!y5^#hOOb$Uc5;1zGF
z6HA|`ULq+ioqmYovq0af`Qr(RQT~6rR%tC-RuC~0MSyeK2R;qpK2Uk7W<#VGm}G}p
zasL~%Kk#^c*U}i2ashI519ggQr5x}Po{1~K*}0c2srmU6NgY;(K}*4*Fcob4H6U+6
zcXXnW*{+TYX#TbyFHf9uU+8{@%C;jxD;N-=9^XapV-5{&u-Fe&2dpa!C1zXyB6b0B
z3u;-fj@U7?ihwTxDSdhmXoMqWH*4}EW<YVb#l?~2N5{ttb90}}YWI#&bzNr1pZ%c3
z0vn2&m;6!Xz3zn~jTc3ilz<n3u)&KXjOuQ5^df9|0XHX>gbqqMB4eNRU8i4PZBnyZ
zx}`PFuye<6v`_q=dT3D4U1nXM?iFOT4kHs&W(b>UuP=v8fQZC-w+KOz<;%BNHy_Ix
z_lk@*0N3<rqFn7lbJ|W0(g4$VZQx9OC(e40L6v!Vxai@D7jH!Dg;vrmUTCEoRN?l!
zI!CsrPoL7!wJEZ$uaA~UWf?!&01e3R?)L4bvK50;+z9+fOIW5ZA!)?Q$_gmGmO?si
zW$R7l2|oaxvqwtcKck@TFskrz=eBAAY>)UQ2%FbVk9hO%lYq9bOnn0cQTq<9(C~e&
z0=OG!+y(V{7&4L19cE|-lCQ6Hrd^=hw4Lq)65kh6CayQL5JcReUB)Owb)J3zQf?Sb
znNjUVk>ywb`1*Iod5B7J;3An$yinR)V^<(YKz(i4?5&I_WW0DX(0&ZcUc!7quYqq}
zpZ(TA^6tHel&aLhEDTUp-Q9AM<)ABXCaC{&g)lq#uGkPkubi74g3|$6{R~Lh9lP;R
z+m?pY;E7)P%5n`8PS7#<t7*580<HiDC9@)qS((MY%r4MJ*-l!>6h%$1l27FPIH&lE
z8Y2a4+{@4~n$x=T`3ud+Pq!03mCM<t*i+_3YAvRNT3B8cAg=1Xck3yE9T%ysEI%+U
zD(hS6u&aE!ySGP79tw)WfFyqWy}FD1r9SvVB4rEoV?_8v3yE>^7&J;z9dnw800%+*
zh;z6d76~;HpXmD^yzK3jk%Vh@B8te;mQ^;3K-Y<2JQAwi(>wtKM+AknYXlgxMo^gM
zfrKC^uH+*UE~({{bCKNpMYp@dt3em3uwVY$5V0SC`~D3cA`B*t2@15T#J(5V{t#1;
z9_^t@>*$u0ks;@C$oev`QU^MFONrETjQ~}Wo}LbPeb5)>>Eu+}-QFv+x7ec(nkrV5
zS;Q{(MUrY?q1TA1?g?@S=~%WIFCD8rl(rY&-Ju2bp!dXWZEYs9pF1Fihf+*6&vFW<
zqTvPV(R&pDEAp3gV7U3)*9!#<e=cQ&aU!JIIW7M7DtwYY0s>=tdNLOwOCtmdKuPXv
z72vCm1|t)#S`XKQjTr~qJEWwsv9V^f#j4W6!f%Z6Hcy9hV@49%TU(iL<My9{ls*@1
z6H5S@kuxby?&@25m??0&1PqVZxZ-;QePyl2@ahhOdU0~s&6$~*|5MvrhgG${-NFk|
zL=X%>rFAPJjii)-lyo<O(hVXZjUp-{pa_fZ1_|k0*mQ$*NjK8XcTdp0fBSvE@BPlX
z&UOBTxz=2BK6&5c9%DRh#;~m}yF%s<5!>q0(*3IGNrV`|9NRl_OyEoD@DWbW15_6%
z(B+=BTeq-Ws1mh!Yf%2}8|3}zR?IEzQTT+sU#}NByv@w#2hndfo!OJ@11gWr2O~HP
zJGG_eDom3Oehh~+rvGx^o~GsQZViv7qAv_N6>ae%FVIZdP{KLoDg5mUNA!5p>;?5Q
z=auXKt=*!>Nl8foP&$OSepe;|-csn(i8J|oEc9t290R00+s@@Bs-)Bg;-XEg;}_E4
znL}WG|0S}ZW7|A~1<xMh^md-{0BIyfjgRtus0|<v1p*Q#aYo}gV~)fhQP8i_I2RYS
z$7w`IrG}#Xs6#~kT`bBN?wwsy5=PB?pER$63TnWh5_({Mq3J}Yf`EW_p9(cnQmODW
zG}?kq0g7Co<OfkzfQvFNxMVUII`5J3*cslxe>pOur?jTIdE+-NK!y5yAob$nBFlf4
z8Sbi~-(8gm7%rZ;uV!X8-Cz0$A<_wBs{x9r?&ekjpigV!N!e<9<{LF;O6$wZ^oZhU
z<_i>Q(nZRg7MqSL4e>6RbX_Plj2ZJt%F7?XklXa7SoMDji)hB+;tmMyo%a&tW1)a?
zRs8i7RM(;bh4=FEx+3y?X?`^cYzu&o6D;3x<;aBKu<YPaW0wbdAi&!^cu!W+AHwiL
zZy3B8bDV(Wl#tKrvHQ50jCjoc+h^{!cO(pIkDZ;NVy9@+QUy*6ZdcuvtuA&l)k{M4
z9>8g&dhblRnp9B{WnB5}+3{V|dp8Z8EBPM&JpM-}ueIpJ+R4JZ3me=i_dE5xi)ZON
z9TlVVE6OJBo1WLhxRovyhQ(1s^;S|!N~_F%8j28`Z?POkd>PfT*0CMgY=?yg2G_15
z9t(KFV)eW2aX*-qg2o%5o(9p{c_JdZuF<s@O@HZiwzT@Dv{$<CIPMBxda)#m&J=QM
zbPb1%Qli+Y(wFkKTX$DiC^W6=7p8mkNlna3G2^^14tbqPIH0j=j?hD|G*7D{o(Uo<
zcG97|>A6T%_K4n@{uLN!(>kK!;u9kNr0m8DFIuX0iIy0Chyj~t@}%<K-_)z5^MLX#
zA5SX>_QfynbYQ}hEPoX}z5eN}(y4c~!9hVvsJ~!%rumtUEgfC{%~AWmL6G_89#6sj
zY{}tK9Q~zi;C&;kWrvWE5LE?*%lyP=t{mEOpw<Y#sDe!a6yW2tf7@~h;)%R8Pt&Ct
zio*SPzr-A2^%(NpU<Jj}$B#l>f_YbhV`CR*XZ>vYj+1=0?L2$P3iuCV%!CBl9S(K~
zSX`Z*NBX#geOPrk5yD~~1@Zl%Tps<eFJWJ9JDU&=6)e<H(W#kdBN@P52TDg=1F+Cd
zmtKRzM?OyDYY^(VT}3&3wC#kdBv2j{5H^gZ)-@dOc&I0p_~WYJe^G@JGCaKS&2=Ja
zWWe-`AE$pYl5y(jej09W{E-w8F?sjB6dH%;fDH+G4ufK1=O4T4Z#@ZtZ1d;8b2shA
z?vmYsy6zS#V*^|w+HIk<Px2oWYv^5l!Q$gBuaN#7y`+K-^>Nxfin;r2;YvzMcqk6w
zL=k9tP<Wd|&jV}Si`W<k@$K+g3OIqH`#)gE3mvhl!=Jcb_y`_+@WNPLhDJs}yTLv4
zjUD^2?1}<f+##)9pM%WX+uP^XMPnSOp}L9OKxq5Wg(y~7nShXP_^`?N`R=Y8Vw(XM
zPyfCMHXzWjP=f{%HPGF6j{1-M&L^YaKloq>kN0=yH3$h)ojvPigL^{#kQQ?i^$F=Y
zxl4i`6($6D%RnZ;obzh`-3r71g~asdJ2!t%av-^bDa|3PULT%<u^#EL@<GIW26<DV
z*8^CSnk)5o`#gu51cbUzctl(RV-uvEaUmjz2KAW6RpDymrYK4FFF`cYo3!@c{!d`7
z7=m&xHO;Wh;gCRea(aFWHeLcoH3;M&5DK%mIjq?=wXog-{x9ER1rZU^qlJDRkFQ>j
zj$UAFYz%n7x)`_c*d{EQ6rk}s%>HPVsLaTq_m~1w74i(;O<BP3fWqGHE`hCJ83z!p
znK3(^Jx8OndCFxLIL_m#R;Wi1fk2V+?4%sR00e>3AD$8smzNRoq`gA`brHg^fexE$
z2Rfjs(nP8`N*fTqcR@j$zm5|g&E)L@$YFp}y|TjLbs9>>iK3G)h;JP``d$lEBlB!W
z?sz=Md6NnPD&YQ5s}AEH%?S}83x2ez`$V-^u|l~2`ZfFEOL`L;85$Ckko;<A_p$`Z
z;LrzylY+S)t$%;#!-o&M{ihW!0+U5XMrQ2fg>Ha!U?$n$xPJY4Y$VpqPbe4F*qI>I
zX~vV3&>nkl#+#rr2ye*y?Ek00MEWd?Nw*@*v*}!S04Ol=%IRZ&dgl>pE`T#7vMPu`
z5eE|4rn|&E4VYDJn@UcjI%4I<AvUm$VI%Xu&ZjS5!MV>Pan@0$TQ&cr5qix#sEU#>
zub=d&^<T`;)c@99Vt&xTE&k?5e=zas$>MoqU)?|ztl8%9ZOrC{H=`5I;cC-zWlJ+A
zHdfGf_#;$H!GGuiF|mRy0ArxPoS&Z;(Ep0-@)*Lt{k<KaXz*UUHioQDS)g5si;Ls3
z>Rp}fTHO3Ks=^MG87X4#Pc7-nsi1q!w>Skwg9q$}HHfMdhyf<X#!8JL4C?*;{q*$o
z-SiNH>_X0I`lJ`hc^6ubRZc;iR2phL51}t4p)0V7pE!OzOw^1Pl$T2Yj1yg#nS$ht
zvg?q|9nfekTULBsvg)RBaSz-G>KG9bkbnJk^{S?{^_fPh;6{gJzUzZ>V8UZ>@?Hqd
zhkZ0^-ZU_>Kms_YS!7AtxEyRUms$;qI!Z3fZg}#vAf>NBJ^Jj8P>-hY0<#{2=oiXQ
z?Vq8D1=Qktdf=UPuf--8UYhn(y05&hprTxc5VnIkV1oxhGFS!(%}_K>UQJN1t*yQ3
ztE)BFV-hPXFK<$>qZBdl<^B8j)l{yp9RqcP-9MitDl&Gok=@vc%tiNDwcVBhJ*R#Q
z+0N!BM0Me+cClR0V<8Sq^I^G^`FsW^{^@H&<1N@;Zm5+?;XQ{L`C%MVe&zGIMs<N;
zfb>wXzVWwe^Nz8Gp7eIYYOPl`na>Ldw}G{$2Dt64<~Z~kosG-|{bnh2<bcR4?y~OW
zdd*)BxkB9$J(ZjTLpI0q`;yS$Qf7&eE|{Y=lN*3nlbuXSRAk`zUs^O3zYz4p*+Ea^
zAp&Jm#xCn$-Bk6vz|<X>2;k5i5fR8<sfmd>Oj|Dh&~V!`ab$WB+3#n^nGYEi6hlMD
zAvQaor_)^tZ0z>6%Gx_~n!p5dEpb{LgpeEuGPT)zHy>CSZ~U-72=J9GmSp-{@u_Vb
z!Ul||GPI*i1?6-T=m!2C*-&M1-LU=@LUGm5H+_N(k-BdP+Vtib;ro0FXE!n3@;-C>
zjdAH=Wpbd{CU#TG9r&H_*!0kWj2EpDoH+N*_~!+>Cc8-2yVFg3)vSLWLedu=0wGk*
z0HI1);uF1*F_=6+PucSspHaa3XI8W2M+N198rj}iU02s*d(~|E;A2X?{%@^k+;;%l
zlj_FC49kkxJ9l;6fVOc54d4xu?{($qahIco07QL#n?k`KG%w$Q7a`!hoRoh38JHA+
z+Ed=2IWfzybgAugX4rdp6@lID*_<9(R7V_a-u=`C7Y{J~bAu6$c1T~sQzV~ZSS409
zHZk#2zj)#QdvNi@OI86v8t9`dzkWTadO6NEZQ7XCYELTBbC!xqjx&@+kLtGDt$SUd
z(oIQ8!PAU+`}P6rr721$kcm!f=|iP={lS9=kY%4HBpfVrV6Z3xEj73h+}@r_guZr}
zP7Vc5*=F)$<?~KP?r=WlGL18*Pba-u+1N-8yIAz)Wid<)KtsU7q#ok#W-`!U5Yd+k
zaJVY`=;ACl`0NPUk>r0(i7^wN5-PEr##kF|{pK<UpMS=IVQEBo<<rpG7>C*a=$IN9
zezbw}n#I}wxrUzvEiaPLBdb2F>gytZFC6fnxflQ3l-6kL5X-D$?6m8Ui`Z){=&5@?
zb6~TmJDicWF5nfLcRT!fPVk1dh;W_ya9=<w+v5C4HE&GGcsXxRtrU~klFu0h(G}Cn
zq6xv9&%Y{3D(5R*%eSTy;Fh1hNkDKaIV-f|-K5JwuKjwhvGHP~ar0pQ`YtARYm?OY
zN5zl#l^%?jK*2}#W?T;Tp;K4tw~`4`$@((zD@pQnz$Sne+|ZuA8Q*PtuDlo9Ut?!_
z&9L+x7#rVl%-7jEX6M(N`H9JaMPRnSG#}Wju%@QJmh9{@<6FkD?<7!du6tYAb6c`g
zc8V;NQS%P1&<km4X&?$}LWbB_e-PID*#|$}D>ilrvX5jRxcljU?!I<nOqMtY2NVFO
zadB&!nzFOAnd#}v#?jg(VU`K&yjBu}UfE^wGnzdEk@N3V2EHme9fP5nm64I)J?PkH
zWj|6tEwv3H%DZT6l1n^x*P^euOS*O!m=S5eWPI@*mU8gPxNgW@PqTdS4Yy(i8KOre
zE>Ic)Z01J3&YDB7;}G%#&-fVnT=U(7G9oo*9HmDciu${{pgKuuc^e{yM&&0^xGrMl
z;R$z*3@5!@zvjj01ZEI2HP+}%j8}#4&(2|}d%UeWue~)odz~z&y=Vt%nfaKInL*3g
zq?zmJvVoXe51)p-ts;TyPB!2?1}C~*@71;?OP3bEjs!iypI)#uDgA+8GcNosFG@TO
zrbXLx(D2tWcDY1zX{W8F*p5FBi2D1k+vS~gcGIcEK(eWmUU8|h6S!O-4bcWsUi7#Y
z%Vl-rEl41zh=M~yH|klcEC<Tgiu$aTjZ1&b7HDF1a{FXjPt|CqFEp-8W>|loS7WG;
zb)F#YeYS^*s=Pz2N$CIV_iH+$Eh@cqKpIr`&`L(;HH-lm&YVE5HA442j^;{qQ!bf7
zp6kca+d3j3O;4T?aP2S{3~X(6Srt_OdPRIr#U1(X09zLkTk?O#Whr}oG<hm-<&~0Z
zpx3+|clq6Y!D#gNjmB+T-k|8gv;CvcX#c#ae$@<)t(L4T!9Vv`1A8_=lQFJ1wi<wi
zNJ^d>%8hINJ@!>qR3J_GHNfum#Z<uqRv^p+VTf0eR(lk2+nv{y2Tw?34@igr*|@zs
zrhfDY6DnF-b^CVsLL$kjsd^>0Pi&Ni@s8$A0fa&huvBAWadOR|V}VXSK~7YHo7XQ1
z-kVuKOayj$4ESd(W?^y60XGsbCmYFO-lK0fnCi$q3~1%Kr4OJM0GeZcXG@5WzFG=f
zP-7GiQ5D}wa)^+D=z?q^#Z<POhtmf&_VEdJ@DymNH$5jW^FU{SJPgD*?wR1uz=>(~
zB0PL!?7N^<135uxObjNj$&Dy6=82vm+1!FMyGEsp1274Pq=cXl2`d1W&?y1z$H(Ev
zH@_b9I`4wBgbP2k<a+`|vwC{?9DHVk2p=UiMf&k7-1#%@1ypbgyO#tq;^Y}oH{wlD
zfk<P;YM>PEG^40sZ&eW!^VyYNAga$gfqEy@j1q@wqXN};Gqd#7<Xs}^db6xm8dTUx
z7aZ1OhNX!anVBF*zUFS4EI$VfbdUs^Wfk5)h2b1tcgE)5UHWqF+_^cC`r99XlM3~G
zz{n^4j(LGk04h)f%`F524k)qiIkMDR+h5zNIYCOt%9;yAZx%dM%99u@enQPbRwzG0
z><(<ORo~=5hQ>3OSiM+|qpo|yWqi1dY<$h;IyzCF(SXQKPE0KOpgtPHo0?pyC!c`O
zZZ2Qy^Pw<q$r2w0zubHW&8-0;Mh`6-v-Ulo3H1^Fc?S6>IC<`T{r>ISNY4e-eYnF(
z7-#3m$fRO5`1_8b?4Tu;VLQ15Bq?`&NM+WsQT-ec1kaEHuK3-F6vYc0iUDk9b1%$L
zs3^#Mmha(sHNjVMH5g%FC!<hnip@fM*h5CBDR4AJsqH^DqV@6uQT2T=(m0D)PQHgf
z{zCF@FzFEz1qF95{P7YtD-`14cn*49CMzM~&OQxTPimo9uY<`zI^@tW<D~TJ@}to0
zTGP@fRz~FCs_N=aGaZtzz&Z^=ElNsC|BFt?aKUxqzT+9eU0YGn<9?6O<3}Cy_#v&=
z4ftu}P|)?BJu8%G`|44h9o{nJ0f3lPln@CK!_TL=YnoVET7tsDi01@P<LI|&)G;uD
z{I~{n9Hm#)-@bKLPStxZ4I@S}ZdXvO;CqkK0ZAmW^uzO1R8%A+KB<GK<A=^lAp8r)
z8Gk%OAjF8=I3zZ<Igg*2nNYqG>m?%j=LS8p5_&Y98#MxUbB{0h83~qr2Jz92dL)M=
z8T2DNGZce54y(Y3VxZf~2PUuQZx8mgP!9n}dCXBjf8rv@?SEc$=6qfMi4SZ^$)WTZ
z-C}FXH4I|&VS*MqZ=x2<k07%DL>{M%LmSuQ)ddz8+(N0R<%IIFa==o;#!HSg%F7sA
z7c4jiQPFI-uo`hH!0zXnilX9`gP_^q(n8ef2!hAp^MIQU?WD4<etRsMjVZOTEfjU0
zgM0}(?5vW5g9Grfk~}nLf`50yhQm|(EMpOAQ=SNdm*AO`-~v2P@TbtIYTz9QjUvR_
z6*)wfm%x6;)HJQ4r-h#>e%wtF^$^-Y1q@z5g2928iV5R2`n!AJ<8c$hjVTZozVB(N
z;*ghau@o|epT9(q3bs1H0!>p+xt!_@_nn*hkwxy~1UX>Z(I+?Wpza8xy+3{rpp+hX
z`0r^nQ-7FgB;uxWi5#@?GmYS5;X>yegIWJimsW><WH!GRJfu_~@617dmNJjx>knY(
z{J7d4M<HMN#9KU&ipjs;EJlyuGMORIOD53j89D3dP*CX|JE^Gb`}%c~vB*I}j~941
zdoMvYk*@q**{0<(FxV4~y;BE2LhlJbo;!7me+`EqC^}lU5eM$-1Rr(>j2PUyc0Th?
ze`mMq<(LVEgrhNMi9^i*3R|3<oNm!BWYOoN!*1H7xhi<yG|qoWUbX|<1Pu9AtjWHU
zFL5*pi&WIr+f6*66bc0N(r+J&K&rsP_L>E=sSoufsA35K91NoGCGcxf_EMykqx~M6
zS$nCpr=$_G=8KFPLi1Q>R`B8MjtBr%K=%uYK$GWo{0L~l20eDH$WGlWwe!g_bt-k+
zVq5F&>FKd&+ueFn+FH%e$>{)Vg<B$)FudVCIXOc2+%0*24nlw5RGILfZ=Eb430(K*
z9*iRzZay`f0`c~6DUmRY?-M7sAllwM!&~wh!UY&I{S=eLW2*wkDI)~Qy|y8_uhjpB
zhrxO>a;5$WNE^hdjrXq-W{ZSJgoRBNQ5OMj9WFkGYiFyVt2-E~=TXajl@-jXJ63W$
z_x$vqAJ}?lx&v(%a;2XZdei`6+TYqgjVgd<gKX5_M)LlB@aZ;z4gw|TuwYM|H{|`W
zvafJ|?7Z<UKR<uV0J~c>S_n}ThJE}9Vd)xTV+Q6ryVYc?imIw0)UF%CR*z&iA&k*F
zNefK&C4aD)&?HoY0_Rtox&gCaKfjgjlals2gPPD&1$9zE9Uirbn+{n~G_rI`fnH^>
zYeHuKXsRXt%<WCDDuQff9i7*LxY$kc*~66^gQJnemtX~b54wQOGaOUX5Q3E5#(E*l
z!+}#sjgfq!2mv%=5_Q1g9mA|!0k&FS?x69(5LZnXJr3v+E+HXems|BS1;j_YE3pR!
z+A`Ddqk!!}nLYxZyej*Ned991wXP<5MO2(3tW)mUwa|#0wznjU_ZkoGH28KL#$j-a
zB?eZ9va+&$7Y6kB1<jjVMO-prtRp@bb>qSTP4T#geWl(i-~D9t=wp1dwC7ycyhV;4
z1#SSbq@KqXO_hp&@c8+Y#qK|SY3=OnHk0Lq(dDt;PNg^dZE?AUjy~>~k0`W&b%1D!
z_#ZC;N6vGjd?*@1nJgF3=Y=w9i?hSi*Mabzjf34~bqa1RhIs+{D@aTcLIJ#;p64DX
z)7I8xEI=O9lapN_5CrmFYp!^ysDntSL2FfT3oJmel|v)FY2yWnI6eI<N1#7!<Y2a6
zSutlBu`gRe@ix!6kxUH)m+n@*1#kC5*E4f4z3(;i%NH?x061Whn9G6KXMYT^O}$DN
zPKK*FH;P34s`K4|D+!|>1Y>3(_kp-WZ1mMsJ(xRe?(8U2rX(k~RuV!gxdmdj567U)
zsDW|gAz4~mla-Rv$5+ja&ZOw%V|cspc3GEiP;N}3!~BYtdRAwcYGAhIU3=Vdx^!y`
zp&Gj<u<X}aqrov~{tW-p$JRs%c#DF(D3=dF)!&ASS4TQ9pnx?izDLFsPc@{pp+Vq(
zkI_L8J=a&vLPInE%E;HwcjmcPb;9en&qbBwD`DjUPdl_RK!~AW|CSYEoMZ(pbPJ*b
zHOsanNeEJmRvHomZ%0H%O0(NP?^tX1QFht|3V}kG+tRSG^xmr=o3ybW##E`4xClYd
z+tIY&WPn)xgG7-;kw(Eeqqfhw+&?24ul>5ypfhcz20g2J#|<gEvYFxGVZhe3IWq3)
z@@P4!{Z%E=U+Gv8ZCfnTbH`GrFz?CDx<qN${2Ib|7paUsG7xiKuCdF_iyZGzwHhc3
zY3!@9Bb)i)14X#F_xdYiqk)1cw*wlLQ$0b)s8lWCPU=5qdQG&FN;_F6p)6i(RHH5?
zqLCetBlqpqkstKs!|!P2!Ei3usaQf>93332;dG_mu8y9}Rk9w~V_=JAnXac;<jhqs
zxIJ~X4!BR`>eu!j>Xq?<ZsPt51a_7&ctDr`-~(b44lbjW)9Uj|<E8_ezPnTpH_C+P
zMLqa}nZABkWgx$l$X_OwbtOF}Xr>6~8RJD<nBNq&%dqm~J2ThAjz(`(ssfzln;a7c
zE9kNjT>m$2Hs*sBJUef%`h4=j!Uifv_kFoiQ41Kzbgt$RwKX+U1LaO&*ac{|%i7Gh
zELF!(W524Yft9+wyV7hHT)USdRA<Ng0rbdbTR<`GVSl(xl;4=I*%V!6=ezp~F`T<l
zXOaFVMNA4!WYNrfmQj;%@9(#uTP!4+|C;av>5b*M^G4;WT-UOcmHrusZy7_M%R-i$
z$QVjBw$POm8$7N=n!S^#cpu&=iG>GdbZU&;zMe}GjTU(Zm2{7?O?U1SUfK2RTwu)b
zhK&Pu?z;5pB<vb&4?Z6+68+0)3qaZN(Ow|xI0D-Py-jNzX_6mhu5p{H@Rp;PmL|q#
z=ys9q&#%7rd~<5$-*n&QrVU*6OSs3G7Ol~t_42BER)d}Rpmhj=<ZSRIqeyOI!%`tw
z$2;Q~i#r@N04n&<Az&-&eWqMf&U-UAHy5(M_S5b}x!^3P^>}mX!8(I#ZwA0wkdP}g
zD-N_IJbVvN1P<u=Z#fv=gojHST$UbSVR=D7o^qPROdP{R=_fu05q{l}X`QE@+(WT1
zEi*IbyqSPOyR9^GUl0@P8HTx0w+cp6D`2CTz?-V@aO_n<9{-gqPcUB+_ge0OMOT6L
z{00B(S5hk^(2*OxrH=ZF7FPmvIJ?3^B%reL?+IXTiUu#2{TSB;*c<A>{SC>a%QdY_
zw+dMO#nQ?tZo8EvTMwTnC6yG=0?$ha=L~5T?gCQ^3&{Im1q7c6nDa&_K-0qxH9ImY
z@KJXKsbZbNTjR05wooWvusPJd&y5O(B%ElrJr%@V^7i(tut4<OQOt`{D6@xc8kVtD
zfBYSv;sJ)Xy5-lePap8kjX0KfHl+<}`YuyxS`S)G_WFut`Q#E<=@l-&kf}?|<hu4>
zma)i2C|q?nYpsp`Vss*Tb@R*q`%6*YNAu&&xE&BqV4-{yGuh_LZB*(l_zI<Xx&8zM
z;S7eQN#M-`Zvs)}E}lBL={>me=gN+=EZTcR_-JRTvD^6fMc6$7JB8Tan<TFv$|UzS
zjuus^E=H%HJvV5%ko4Bg%`H<c3#y7wy}e7Tz8eWmG}zHDytFp~>(MVc76m{b5#9F2
z@=vYcy(h0L`1=m;8CjT_)v}{m9~|3}?uBA66!4e1742vUK1b&1tOcam{S2sCWUR_=
zU2U@a*Y`l_@NR!QYz(~2YHDjoF7yrtnm8+?GY8M9%JrY?<eQ~;F)7Wa&7nRT%tqYx
zXDDv905u26-m0sm7xN)&hak=zA{!8RR&CEP6d_J9fA2>(c3dYqJ~4sq8#pXT-3AN)
zw%g&rmu1w$^bZXUb#-wAJ%=fHTXbEW75r#AAvOi`y7nO0U)p<t+5nOL^tZRLPnv`F
zW&yLa@bV?@)<oOunJrgzb-s>sDilJBA%=%=0Ww)_4tiPV_ENrtvXHOeqYFFsG<&+c
zyMa~*rY*saK;$0K9Osb^rWH3m08GJNj6;Oa(9?Gh7Vw3CV7~@CBk$L~zTi|zq`fnp
z8oRx<)oPSM6;N-tFs8~9p83c(kDigtNpy`YgvN7!Yx3<?iMHByo-<?|FZYI}pl*J+
zSwxR_JVGeJCnZ)O8sxw=sE5-BzUUI)wC*nf05>8XX5?)nh@nC2)8U;P%b;{}qk+9S
z3dD(JJiYP{AAWG?a<Gtq(;Fxop)sJe+v9gxGxjlf8qKUh>x=I-(Z;&nac_awW?DO-
zFA?1jZ7XH$;`MA^wuBB$?}N?t$w{g>a$)>Jq*a*m_!0_{W--bsh*xAxhQdcHXs_z5
z)9g)Dn>7<$^zBPvE7vl21#~ARYpO3`ZqAaIgA!m$>ybR2p35dpQCncYlUE3Zr?@@s
zf-}|r_2Vp~in@8p9?{a;>1sY|1N1qHg@%BBKoFBoXf|0Fiu3Sj%!kY~ranCF0DR@`
zTQiy^gqg4cg1IHSOkJX8=yI)sp2!zEE<q@+)v;PLxqdh)DI=5g<b?L!7jX+p`?^g)
zl%b`i)h3G>cWfTI${#td<zx;^xaFXAvLyGwU*%UFi}N0uAeNnacfWx947`w}hkjjA
z@uNw(SCZ+rU|AWg*~D1`rPKB|p-OMiEx0g^2bP!nM+#tu1Tn46>Lh59XgOq7h<64B
z4*{f?sh)%Oh%kaG+3)^br4;a|`n@}*-xC)Xhs7v8(HFcz7e6NiK^)jW(a}W##MDNH
zp;&Q?<SI9eVeR>uo$fm`?j@D7G5p~I;vFr2dZ@2bSt}%^V){Z4WoxgL{%BLSX1+K^
zp)4N8HjlK5yiCt}N#YI9@7cYV;dBl-qKL~KoB%lnjWP=eQ$xlxLM_uhpP%o{XvxqX
z=QI!L2RH$?>#4qT>+LM$|Frop1=tWve86cjPHqGu$;2(#|MC_rp=7=M>-g2hVU>J0
z=qyVQ*w|FOn37~oacQVuAgZOg0V9G&yUvx3Tg}F$1ANI^W*LVqouOUZQ<7i6%E&0A
z)m?0(hctG0EALICzC`|a)HKY@a^d53IFf6USEqr-Tlwod`Gso2>btZ#F0~g5Wf>iO
zLR8~bi|Z^p=xY@?mCE`&3Mv0?Vnl%$V+5HDhq9(-DY7$$!NxZ<sy*W&#%tNl`Xjnk
z3y6zkjVh|D?%*?7cQBR}F%HH6NGPxjn<o<^V=!0z7sWtH*Uaqf6z?Ll_K8RvOnf0?
zUe(-e(!6=s(y$a3k0_J;{)K3zERN1d>$d~vI<v+s`+Fdr4ad-GfNMZ9bAzd2tx@R=
z54#p^ilu8u+wR^Tu#cuJq3G+<XH`s>4>N+Uh|YJKt!ncpzMsJhgRv?Wb=^D!2d93`
zka;K5I;1O2Yk6tp%iP6Xm9T6e${KJJrr>BYpM`|1r^&9qQNnh*&w0k%)a#D)?>%vQ
zy$T=?AQ**~vCrHBX4oM3<pOVQ-BrR!?-7`yn_7vBKlhA=O;8fQ=em9WZFdMHH$^2R
zfPwrr3y3SK01k!-x~{)3peEO}R^;;xT(LxJ&kfM|X(gKt*l$rPTGN>9G=ZGnZ#fUl
z06?MBEpkQx4$=~vk0Q+?QnqsCu=Mx!jTaGI>rjRmT-CTVPxw6EBCrCv7HdW>ZPjM#
z=GhU67t*WDsv&FObO!iG(tQIh7Ttsmh4`Nd6FI&eA5*g)xKj~Qo!>tUswvtNF?^)C
z!ev$TzsILZzK(;=&jCm#(=5=4ApQlhFjzkjIGY&*$m}%WaB;_{Ad)mm*rka6pBxdC
z;Jc|k_fEGtl=T1~?ajDUv%rQ9h#_I~grGF3D&?m!j@g@-ET9h|5g6<$^nJ~ry)4{8
zo=xqxgyl)DV^WW1nxg{%EFs$q<2w91^Ys8!2^erov1Toe;EQTuZob(!%v-R6xVT81
zuoVLE83B`%KBgfFy63@$C%bXOuwZ*!ARre71swZSCA}c3?vAC$HU$$GV$97aPk><+
z1IY%cN4*X-ya}O77f3DGG=x&$+22|Go%pK&%@`bmxv#UbB9H>C+%#a;5^HJ8`AXwn
ztjjxTd3mRmmFCN3KuLkH`4`h+=3fDT%dslXu1=)>L7oD@`jTqS8QvB|))lwwj7o!3
ziN>K?ylH&=I~>eH0stf8(<AtE7%w;-swuGXxFyfR2IrBmNOgAdeivXTQ`*i)7>Muy
zJVj%rJ_Q-VW(ZEVCbWD0GfI52t-J~qe0y^kd;4~b4e#Y+aOy#Ch4UkGb8~2!1K$_V
zf%ur9%XanZ7b`(6^#l><RTC4F(OSo0#NiLb;~4izasph?SRg18i%yB{r>7^N7(OYu
zHyj4KF&GPvf$cym7d1TFMHE0ScpI46VtyA!nrl!9jbL$Us$6C}cg5<&SHK&0vUMx9
zl$3%LP2#VB*V2mLX|K+1*c|Qmyjh##l@o~A=Lj6m7;upn$Ct|wwY5q_-X3<_LA4?f
zrb221%dy;(M*w977O#=*F+e84p!YGheckYJ03*q2?3Qq*f<K-5-#|dGJoLl~nGF_L
zmQeb%323P{U{7};9D|6mEp%Bf{0MA5^#=njE8_(lj+xM8IcHFZgA9AqA~^09nK&c?
zh_G}$xx>=*6q7_g7J|{LoDo=6fK!M39{r$$Mg^}Lpv=Xv;Mul=+6QP&8d3SiA}a;Y
z&?{nCNb4vf{)rtI^ILfu72cdYeq13{M@{Yf#S<mI5hn}Z0bBi*tvS~!OJh4AuV=~f
zD31St=nHb=07^ckRGEQ?urC0A=Hta<X)K8R;j~x@@Jj#SnIOLk>Y#iFF$fzJdsvPu
zP;&+W<?{oVh$&Sgjwo33K7msRT5Y4&YVMWUe;Sn@#x=hNl?^3yJ3oN9V1%tte#`dq
z>|5YNEOn6IG6kkVTXXlX4)VuvQ0hy60W1lyvhxO{RJcQ>+u*_~3$z(r!OekauY(Ry
zZqu{t$0=f5uovMtqmd7^!%LgzIdC~I9d%rbJ$xGs>;P<P;4T7kgHkHL#ScagpSKE}
zU?7+S++c7*&M~zy-2E;>@O`-PyQLKl8Nk*RFu|-q5e(29aQA^57AAHaES1JDlD0vh
z2R_8pk!Ni7D6=&DC0-hju36#ez*t_R;D2m8(~;g`u_S<30${hIlvEwUl_kH-#zA$@
z*(efA9RmMOsNq7KgTcpg2lpOch<x|QZM?%;9`}E&?>$`t1$AqP!h670amd*#2HXYY
z@2x<ZxD|PYjDxE9R|FS!wh!YAEhHX*LB45?y}ALRYZJJJS5e;)9(~BpV#+=YmS`mi
z%Nhtkm@g=&ct+xl57#-U0?(E;dO>mARzN@?8q+@Mif;=r=9Up?M0W3;J5ClTfjeL<
z1Qpu+a<J@sdIEnl`&d5%AD{Nu1CiI?M}?mjk+z)5>z@Of1;o6uD|^RFx}ZURWZ$bF
zBL5;X`s=cA-{~pv?{fqft1-S)OUKL3?N;98=b&mn|Dn-K?#;L{l;@f@&JLflzq;va
z@Ys|;hDJXUEBbPMBVpAd2kw9SxJkjnCREkI7#491SMTpgl6>d6zY^={S4zRh4DjBg
z$?N)6mIdDpxc>V6aHrcS!6sB%QWL}<_wL>EtPBZGR|4>G`yqcl(>k+o$jiOFRI)(V
zg%T4UJO4l5;_sw<^z-LW%<i(ZM>?5N3NOaW;6~uA)?e%OG3NXWrK2(9HJq=yjfKF~
zKmSn@-)%@<0RYhg!W1?2!CIGIdk{np&fqZswK-s&Q-L{=zi<fTzSoYRLofqQ2!|m4
z0K~kjEHp+!LPB@%*1)ckgm~IR`jmjM%k}{8(~p$4=y~nd2bFt3{+^Qnj-dziQ`la*
zL$zF$V_vICI^G(;0$rY2VXLN5C|B^Zn}x6K@ikaN7XiEkl8lIm2v8HuBw?+GzLE<O
z1Z9<<xP{^%es*D+HBAqA;6gnL_E!iDrN}2HCbT#RlX}mqNJ~-h9Q?P;Ea?p#6(C5N
z29pi~VzmYTa&a{w$*)}4yu#?n=z)c>vY@3U+nGQ{hvvpM+fPax>|?NqC@CSu;I;ZX
znhbKS8M_78WMCbqNTwv|u5e~&0yb)}_!T8Bc;ZReW|G6f36JL5HCu~hQnNm27D7_C
zXC$z|v_Z(!!=G5lJzi@XlEhXga)U*O{(YI0A9Ulu_p9+zalwH5dB8CP<2oS1Vyf6%
z@1uS^`~>pTwmVrr5?ol4__7O0L^`P`D5BoI6Zxd0qGFF=bZ85!1j|!eG&BKGg7c1`
zyIj3TNs{<Zv&ustnnY|9j1H$<%Mqg+j4aRNrOU<K(tGmHE}Z*4z#YqB*6oLtk#Nc1
zJMZwaqeqdg^_KT@;<h+p1o4%=w<s>cQRMdZ<vAz^<e36waFp!yYZ;+q`JLOUt5bnL
zKLJq_SeU#oe>1Y4!cXeET=HMvZ)++s@J4;9kBT%bKt?NCSz>=xU2LN)uIz+ThN%vN
zyQH^qon4k}Fq3d*($}{uscdcd13+Un`zSjUUDIq1EJffYyiY3NhI5_BaA9gXmK%`i
zw7vYakpfkh{8;J*Xkd`{!LrQJai69Xurj4s2k@#WstvnoVEW#;wFUr|*MpU=$`>g}
zNFXt1vCd+vuZ7o-2?<$)WuX1i%e^p_grgoZe4$KrN0UV9!8kn=%pFJaz-MG4K*cUr
z(A|QEU(>zoq+`JVR07UrZ-n<0JgyaaL;I<kr0>;9c_TP;#8u6>Hi*WaP)AiJhJOpd
z{`)k^m6~tHTL6E~&+nsbf0+Tc8@p|h$iN;z?;hw$N*8bi+coL4*K=ET3!U49!#rAp
zAj6?&SLH+u1~)*?Bp1$R1lG5frwp8I(2=wT#YsP|jHzB3Vk-W7Ad$T}BTnkflwNcp
z%k|2@!_KU0U=4U0AO9T&0k4fpe_XFa$EhmmZ|pKT7=ae8dIAEJyRIquK?g5?0-Z5h
zz?F-E&IXP_F$G?HPtSZnGc4YeKOu-TOUcW#gG{kt3CRSC!#Z{ftoqiW-4EwR2d``d
zA{T)wI{8H2F#shv5&*W4Lp&+!WI_NI%hP-N{p(lTs@S4(?)t`eAGCw`o-Kb){+yAC
zO#MD9{`2N2SavvA5xNksqDOUNuU5f=kA1ajanLRRvcWGQFf8a8=k<@It1skIEIOVQ
zbiRDDx$fGvYY5no9np(aok-$r6w>H{osg~p>kS6{P_1py+gVzEFRj`IU5QaBa!yH6
zVHF(vr;OZu5@n+-vsC5DZ)w)}Afqns@V^5z({vlWGiOrwr5ym}zfdUm&R8u=i{$Lt
z;l)MI^*K$oVK`0#$|gx4<e)WxFPGh*f}oi0Td*i93)bLC&n-0Ctr$|!(Fs1A@yY-F
zg2>tytPO}W$R_FBX}@~-G$e=S6`Bs<Z&9jS(-eazU70ehvdF<8aBRqxb&B$tzdK7a
z{16_5Me&`~`gD7Bbu}$7uL}fPN|IZHC2Cnxzt^#Q-em??5R3J_79~L!iaTFDG~a(m
zEWGG$4Lm>JyS}JKCh}*=3$3I|EGQ^|khHB`+@)pu>|Yq#FPr|U!1Kh};K+v@w0xn=
zZ*OKGx}>$p!uR*C!S3NSR|0$wpw|PUyTYI&Q6&Q1M_%=dA0RPsyaZYyAPGVH^nQE*
z6bis@`9fWR{MpOJ1aW{U|ExSvPHZ~}$CBrPLKIY)j<!*%Yo<rr=mIFs^aVbRg+RFr
z2r*lSo9v&f@$0n7h@bV4s#iIf1hRlj;=lL(zk`Nil#?@f;sVQhv-~gIe<BA3zq030
zP+g+LnF_=y1g7f5;tK_cT^jHqcA@x>*v0BFc8QIOa{KjDY~T1Lj(@dPMM|TW1-zNL
z7$s%}<=!#{CUeukmD{yCOGFk({#Y{->*5`>hycR=Y`Wtz$~H9y)nj={NyHD#6I=B8
z_e6#qOZH*<8oObr*jYg*vYRv|JwVT^y9$edrP(zG2B4>D4sH*hCkw21c8|mgg?e`i
zoSyOv7KM8XCYTS08N%yloex}GwxRW8mOY>PnDUETb6vM&Z@Gj7`yF&EeyBO&|C!A2
zznd!v--S$TnWa=NTpRx*kS2<Op7;jbYQb3|nPvQcVm|<4NJL2~Ymp^}W!+}Z1(AJX
zk5>tZ;xnMWC?+bJ>k;ly2Q?wwQ>RD;J^1yAhf^TRc=7ysT_gcS^;%6APn<oOM<I&%
zRGvM1mWW8i{iZ`5@fd_uAQXFi;zYMlqjv;CZr8|<_cV(^!_&3E?ODm>pv~L?Gf9yP
ze;Q>Bo|8xx070`gV^exh?&VY(psK_}3I0B8wJ8fFz$(~xpmH923o<jzSt0kHo*tm}
z!EbaJPw7Sc^Jxg=4C&<3Bm!Q&`aCLq|03skbEajqw=s4CVCCIEM@KaS`GFD*v;{(a
z!PW<m7aS%7Od$PRtAV=iW4BWjqOvrg^o}6d^8=m<N|W$2J^?|p9I1Szu($o}5B~^)
zKPdqL_3bF$aj2B<p$Me`PBhL3I1VF#g$vA}&rrM!^4K`lav2u-u|6V%P;{B!?^_TE
zrSMvWIxN$EEzO@2f_(>-yIgG{goUtXP{{ElFaMXANB7N-`kZm{$1$&)hYTb@s0#{I
zwn2kd5cNY!@0b@94uF^hMQ*S)REm;D9B^XbxT%WM#6qCiK;@Hjm@51x93A!XCq6?g
zQON69;S941z{bPEE*&wBAZJ4uNASfX#*xh&a1pvnADI9h$u0u<+982x7U?YFMcBsY
z%fIaIQUB>L6jJs_WkYBZ1ZP*^<NHDHDBB#;l!UUNjE5cvD;eZJ`oeJ5Sr(iXfJTb!
ze~3sWU^x?<2fP(5+>;0kDHl?)4stJBXs8Il1@MMgV%P=Ujc0bJS1LSRtd>>kmTTFK
z>C~NjM7e{lXP^2Y<PsP`<2L+Wrtl^D{mJr0TDjOYDXHGJELXpPXwGJijmkUYcUWTV
zist2_-buv=Os)$9S;x!8oLMiW$z6ZD&0j*EuG~XLmnUmydxzV&(cN>!7{iG|kcRsX
z8M_TNzlhWq1mDjs+;rY6FkMR-2Y93S6zUutTVuT$zuWLqU02U@Gbt~$+AwH3N38GB
zpz{kGQq*%uWYbhvX2;Ks(*9L*Q&unH(b8}zU<e5NLnw>xQQPwRh{SA|d1|Pxe1+pY
z*^np-p=H?a)qL=jxvQ5k*M2knk=FVMtp&IBPwi7)00?1aS8-Wgh|#LP7ON{8@u~Pc
z3LA!hPiIF*1qZuoPox3cN^r?F=;SCH29!9k-14>63wkU)&*HorF#BerH<|4c`sYey
zc$rX7h{0!30`EWnl8%W?nXA6}AmRC^ViHs$tTsI~O_Iv%quJ3eyZiB77cj{>3;kc$
zi>4O^iwJP*Sa!<uyyk0532dy|3_G7BHd!%D{m1QA?xLG@N@EffHQU}w_V$exs}b+Z
zm*#m5)cO)=qWOxm;)nn`fZA9-d{V+;`h(?;NnKEYOkHK^gP^>A{y$eO6woYNwgA;R
zSPUkJRc8yZIn9~iFPgV5k9TnQ;T&&k_~J>XyE#v)6;`zWB{!heX>h!KLojx@EwoO7
zqv+R~#l=e%$Rk&j&-ZsOwohyv>_5=jvFi<rt08nMwCo%i%(iha2((Hl<3{I@2Sm9n
z1s-%}WU*MaK^>%2_z`>Th0#eCvw^0Z&Vl(Dssmo_8z=H-v^p(<x!xM9<Y+l)n`!A(
zWEvFj*i?-Y4#mCU7VMUlo+6Lvj&V0TgZ1FtyU@xnuUbPr<urv%#MC)l%<D>cNS$_0
zwzz%Hd<R_PcC{?-Y-_7nDsBL4plHC#SDhba*Tr(}wbHYRYPm>h1B;@lpH?4<<g*0b
zg6;(1H8j8h$2NirDph&IIl=GShcqA6GZoujo#yh`Z!4*&wJIL!E7xm^@t(zO(Ylx3
zA1&&y)N5@>yc*+rzlPdO+`@)YEwv)#B2kycXsa^$fyZ_uQy~^zY+8fJmzem9)V*Q?
zT&X$_^<D*sEPso!JRRpwt-d_prZ;R3GHsS+GIfe&H+UbsS_++DPMDP%Du~v9JY6K;
z6GJU|Npd`$K7yk(YyF1j&J(WE#Odfox9!3ivy17S+KPK+h3+nOKsraNnLRu);~ckA
zu>Oiny<9r}Lpxa|@f@x8{)^P}F|ltWiWaczE}4C)33IhF<gvQFGa$QMXc>XlKI`r&
zAJN)N?x$L3Ll)B(ht88KC8A&H%8Je1dcY!|fK^ZsKchw7l@>LUqh+AY)u^p3qsi>9
zsS=8rKjxjxa<DYkek!Np)4B|{Y0(>ICWrY8T-1Yf&l?%!wK3Z1gBp_Q&=WCsF!~V;
z*fGFl3r23st-v-PS=mTV6T#Hvj~b;1Ht!qaQYBhi*l#{Es?PrLAa<F%Uk5E6*)AG?
zY2fO9%ud+}F~_M6fdI7WyzDDgsS;P$wUsjjCRbIqM2(iMF#&tcbof81-9$0*cF@Es
z#yn1kP5h%S=V=O^&3J9-?yuxi2fyaR$Y0zL_<W&`A;W!gXQD#A2JZ%ol%~!5B>SKu
zd3m1y7%<}KCnIm`#+52a24pz#)Q5%@(uGt)sdUioD8-oZwh2j|MWt(#^E=Nci1O7w
z$h7rFx`{+gWP8Le`|g}EP%&<u2<+Ky5e!Uie`k}XW3fRN!Y;<0qh+DZ)jC}(F(St8
zF?gRc{S3wS>QYxKN#{_$8v0RcmX=L_w&lOu>w8sfij4aMW3tBg2YqMo@uj=%j51*4
z<~i_H`TB)k^l&v^FOP&l;$OcE(=~^s_Cd2>Ew?Annk?Cai=BJcm;(b5&Fg0K{#GTs
zqu6uBH5@|;jRT8r>qE=fis2`p@4j6ZGBTYn=s&h~F2rJ9H_<L-YC_e*s{XoG8_ZjR
zL~bepu@{MpJZYCsurkr@#@f-(wP!f|Xi~Cn)&e?7k$L6A^1OeKL^1Bz@{|#l6V22y
zZV^l>DO!pHH&|C=<dDT=vGq#ewbx^LZf%h~R&IMY;=A1TD&1C|=3r*qOi%>WiLPG*
zW2;2#u60&^ATT4L`AaN9@9w1&A-gx;H>|KLO$%{IHb1Ff(J1|~&Pi|b%1}M4EQ>?Y
z&9S6-cHXJKmFx1$z0Z+#5<^4pvKf*@s>h->N(@NMOn97nwbrf=k?=+N!>PuAU;<^%
zxGN6yR0*v4zf5{9b2#V5V%o)jk5uJKf%<XmcATuk|HiyxJP9n;Pje~FkvVhKmBx9L
zu0>sBj&{vv%3p^2@VpRK-keg~Qj@X_JrU<=OxEFU-mu`E)i=~%p$vNi+sf+t0*hLX
zX8oV-0O*zDA>ofgDtWH6%S-y9L4CPwbpokspt@2UWwqU>sOtzR-|?h=wrQ4;ifKC9
zp|Evwcs)nHjS(Bg2Gm9=_hvXGpRC(dJBCmjy|glaSjlJ>>h@$Au=N#e*Bkh@oBW!`
z{@4xo<ZigPthW6;tFDRiopXx6r{G@OtTF)oHQa<K0}(W~M&rFQx3&aEql<yHr-}S)
z^rASnAT@ByN3rt5CM!U_FtE|E*%j*Xcyz5hOopw|#iTK5Y#M61Kgo}K;leLe_=V;$
zYn8f;eHA53%-MXuPGT5V;ZWDJ_l+Ul?|_ZQc@d+8p+vm|d^c`k+2(+GXMLw9ycCY!
zUD02jn@nk9`!cq;n4>f0PBfrUmX*^O6<In{N!_frv_U1rfdqjGjFT6!yhdR2{s=t9
z%YOk&TLb<O{a*_Ul{3@QHmWk=z`1{ggB{zn&10H!M-qWc$nl~bkb#3HAo*5kUKF~;
zPRoJ`?=S*jEr&u5l$`T!nP|$bKy3Y66>tTfp@A8AyC4Ao;w|w=@c60?1dU8|3=E^7
z8aTYZ(52^@JO)OicP%X$frSp|(LM%_#+DuGz6!is$vzykrSK|{oV%$?4lw^ma8B@@
z-<NcuV4xH=-4c%tQT171kD<)Jef^qy84&0lfa<+8pz#$LfD~%v407tf|KkVfy=DLq
z*PnSao?L>sI&TPtLr8H~GbT9rYYr=G1}}ySs{x|LVdr2;ZfZVnAfjVwq1u7B|Cow^
zS=#>!1B0KQq2;AeY#j+S_N8Znx?H`sX&fkEAK%A)NkbdghPnj7_?64(C@(4O`|uRc
zy)^8O(Gz$<h<fRme(kCM{$Ue1OQoi2Oy5@<|1>>;5X8J6*^xBN$a7MZO8PJ;e|kIw
zCl2~|n6$IA6RI&vY?2>DfpxCSlY#g9%1uC^zyaB?_N%_{1RUbKRHsNT{`wL?XrEMp
z_=vF1+u;=3$1)K5-oJkz3e$A{yR-WRw~Wp+ePWQXiqpcw#RUu4cPeJUIUf^rJ;_QA
zZ&IDx^%`K$YoNr^_k9YwU5XrvLcfezAY1tc1f)nMBI((Z52^tck6}shML&L`4XQr7
zv#axch}wqb_!=Un#+-ZwrCYLpe;RCc8NY=C1!fqFxjgL^P>YhK5}j4Z!XRn?_@#R@
zsNeHo@9|8du;=b5buweBvj?YFEyTtAj7Y~S9d>M_H>9g@Tx?p~lpdsKP;yyfh4Ra{
z^D!<KXV*VohT%~X0IA8b!<vl68z@^SCy%6ad(FZKBZsyCuf@E(p2&eu8WG$!R8@CQ
z{*L-tI*G_MD^>3K=WvX6;0PJO539f#4Eo|TufJAZH{NG@)M#U2=TYD4>M}aY9gKgE
zuhoZGk3rYTbfEurDX{^S+j^gBXJ42UyPOq@1J0d}gTt}26(;w^2gx<7jOnmHTBLl&
z_o17n17`8=+U(q`E16x&g;)rbfI<%EnoPZ2mFD&~uY3bDJwG(4yWhGDe9;#<Ck8H+
zx(w)%qnKfmmyD#oiWQe74{@eb?rC-X6<jL#NNf-f!)$+9bge9l3#9|H1cg~ZU<^_M
zZa!|C;%L+r*a425n}10M$-|5;0{BHJ&3I|GUy!ZeyeZO?A8F`f^qm1(ca-6q!`BSm
zN(=0d<1muD4j%4Ovy4|J&9yhOGi@%OAot^1Ui<miXVskSLaaDA+W6zzsdS>#YZ`?T
zDP0qo?_GX=FEuK+J8_Wu&V5H%4Ol9+p5}3L_i;>DO2TmvZu1-wah;jURwyXY5E>W%
z^7f~Dp&VRU+LN+M-L`_ayxD8UA)Kk6+KYl34@HBu%XfPtb?YYIjHfx#;zY$RYiR^1
zDAatKJI{VTWUqvWHUkgiNG97q)0xPH0!Z*=zN^5fgOT9>+gGj|$tbOlPDG{A!><(J
zsM>6&uh!_kZPel>kKihhHI4j6;um7n&o!+`j)J0scMs<c%dgS849-@q@{apw%c!P1
z<7V6qm#<cNPH%9$+o}p@v39$;V_uZ^y6?JxIW|(2VJ*k;@h?#pZGIV?=omxWb+wXA
zrE(x<j>~1-blfgb#-#%XsX*O#B*2SI%1avFdFtM~wR-7C;=#&Z^;lrM4|`QODb>Zn
z_p15uXpb<_U!=G!1}w+;u4=z1NFk*U-^=N}l434tw)|_&*}ZwTptdq_FjIB23GEb6
zN8ZU6XM|sMA+XWyH51fJHg^K-FAou7Sgao_mU8nx(T?ozWy>{+%;l=jVVn$LkabB4
z9qrs%N_w$q>QQ~qYSH{+PXH!~$XM{M!jG-CndGXSfkm_)=HZo%gX#Sdn={Q1<BqXg
zu<Zm)_kFGsTj6RnIJo*_y+kkYcXu`Y%8g$#CF*^S6F}UMW9bfzEt`0qcvDOAR`hZR
z-mY0~tm$Swo-*;8ThXL;=wO0S!m%7{Pu0vM4$jg_$y7mmDZZHXAK!`#@Y=0+{O2XY
zMZZlM?&oc>*sBqb5E}=}D4&r@4wm9k;@d|r`eQ6fI_fq@mzm}59}H2A_cz#e@^;nP
zm6P1EZZC1&9(uQCalwjjbe6P^=#Bi}Eg$eg_9sS^tV>F-EiBN^sBThO>twO9^bLJF
z%Wl)41k-JG?tKe~*jD%RXd2Uy;Oo7HKdXs)D%2j(v#%`46z#T72e#dEFrQZ0(p)3$
zocyI3_{g>X99O;StPVr{yxQe)C+Grb^49NXXp<!WqiIOhZ!zboC#}-p$6Vyb-2Eaf
zh08VYu#0l8x-^)9)Wo`i^!)+;-U}wG6jh~&u}D*r6gK?&i+OC#h5{m!LI$#1ntLY8
zo_W>PW50hds(zX3i_2Y2>*8ayp1h@_9|Pw9>f19~(JM)O^o|N<C>(np7CriaeJj7#
z>Pw%L-eCIyRb2@8I%dQvFg7oDb#^c+QZrjs$$=>Avx;$VyqTrPQt+n&6W+`pSGaNF
zIM%3oTuplwtZg`2FROlKRL@!|X08;|jM=K<9(+#4d07f+?3$FWjS9JG>z#v&zh@2)
z6<0WCI7gW~W_T;AOegh$-uz-ccst~7<rMGx8Q-`UR2QW2zzA&t?Ynhd%O_o?d8DxF
zx!%&3W3i66M+GV5PnZTv8m!J`_Ncty8fcu{H()O2j(EC2;PPM|f9@QAmSo_nU4_e|
zjy#>hrbja#4NJWeIpZAy!{YcMns65Q3MNuwO`KijwK>b4O4%~SKOK=R{NP;)%gq~H
zX_~Xf_g>h~@7^^*Gl2IF*`#8?I%(&N5EbK6HA%CdZR&-rA(9#qEo^Z#vVo}``?^sf
zb1gX{uxw%*9Mc<I&YKyG(OYq=|Ja*_R$~dFR=GX>R+k_{*9bjn+Oeg_b?}X)j-^1`
zH1L6dOW<5q!!ku7UeYI*^7Z)}-}=NmzE><CAN#wT?s<O}zbz(kmgYoi-}P4veS)Oc
z4M`F%JohRy-to=q{24~pQs0S<1hY9S)s}npSau7G5{CrR)8*TJ1P33VZnPreUbUYW
zRsGZ@m&lpsqDm{@S^8%j3>3U34-DdA6Il9*eH(LIR-0pOaf)S6^@5XJnK6&*2|Ygl
zA8|9P(fq2De@_*QqW6+KmXlaE>@w4WNmZ5GR>)%8GSiv<d$G+-PbXcO@Sn_T;IG^s
z%=~XFyzSn2M`*rBqmtuPN`!92&Url+=D+mUX4J`1AUDR=5wzQ_!FOi4!DqiB^Jw3-
zsW+j}t+M2$ZD*zhY!RS#RIq4EkR%n<I{2C1lOia8umUBuO{s^JA2QSzdr`JL2=t|w
zvm3$6d1a-|Ul89s!))30-5Dz0ny#19r&KDfVZR84$iCk;<7Y=~%AVxQiiab?WrCcv
zEH85KDRC7mtuqNwT@dbRL}%aHYv?dxtMl11v%Q+y5!5l~l((hT;{PeLs}c50Fo5!M
zVb&|<r!lDWb7sNYm~!}%vci+Y^4R^+FXR1f2jiBRH3chF2_A?)zkML8zTObI)D{#v
zL6N=j>S1eY|BziMm6nuQ1m;F%Sy@DtrPIy3Yh+1WD6%t<45X)|Ozbf&HrI!7GZ>&R
z%Gh5ahN|!(8VPX;zjmc~CV>|y?6Fa(m!MZep)LdLheCNFX$=ac53l$?U6?<>`gnDM
V*e=PX2R@CG6q6IpzH|TS{{wmQ<CXvb

literal 37436
zcmd43by$>L^fn42Aqc3Hw1{-6beD8DLyFSfT@nT%C@>(6Qql}9rG&&tOE)rfNH?54
zsITw)JKuNy`Odkn<3B3%%zpM>d#$zab+3E#N>y0~7n=+l1qB6HPWF*H3d)stC@5%H
zSXaPLt_ND_fWMesrF31NIyidSnwh(z$e7uiIh(kencjKgb;r`x)zL+OgTv9*#NO4-
z&X)bDgPnVKCp8KR>Y|mVuIrzlqo9IuJd@)z;P&J9Z`AFu5VzCu^Sw+Fxq`tM^t}*u
zSR$CKBWvjyRD1V5ArmVT=K0CnhXe{%N$+``_yv<kA%;ike6Eo<o2s4%p(OZDt7>JO
zJvh3dB2)M<m$Xm*v$-An0iUYg8$TjL0rC-2%Sas681W0^dLndZ_wSLFLG|)Zrm_xA
zW3G%om^XB_<}<R0aUl`cmGW<Mr1?rIOB3}=SsX;D3KGATi_wB)hj9q$_*W%;)ce{p
ziRPXCKz>7tDsyp_)%(TQY8g`M08N8PeHpB;Y_K++8-4QviG|NU@cW*9fvKcoZr91a
zE=yw;6uECowZWQxV2SoocVsVEQp^51F#;=N4#gwY=n=aMv)B;r!I3xik`%FZauHl4
z#GM>XR*!p(@T@G}^?B~F)8V*;81sb<_16=gC+LTAU+YE&X+F_UI;qFKK_k`Ks=Y|E
zkATfK=!$pVCrwH1?lxb{8QA%8H+4a`$rXD5hhH$pVY>N!b+Bu|-Pa_%EI*5W+@cY{
zQe0(MT6x4esQtw*;%%bkwoSM@|HZaupo+V~nk@n64fu;W6wd>5XUa%l$=B*L88=)C
zv@9gn7!9Sg6{;IgglcZEn7QS+ii&MLSiin`kF}_k<K>dAeX@(=A___%irgb{O;4k>
zNgQ8Xi*wPR-x0=H8~6BYUPdQl$(II|>q6J10w&WcJEOi==$#FYSu2Euqz4(~$=+3(
zOtHQZ9`<NirGl<sUDR;D?UQCcyWFF>>b3rg)r&Y8h9B?v7Zn%glQ~@$cKn4oiaT7)
z7rqJYBrnD=kdmg=0{2R{5b;F^e=lLfC{R$urlS$yKgZ8mF;P%@c}@Aj{2FNBzz=tE
zA$Z_vhjwT1xt}By4Sa?C|1Vz&o2d4Bx;|9l#N?!*o?Vx+?T$-4Mzikj-nn)fbUI$;
zu;Z|Htw<1(LTo_0$w*fBT2&(&G4pwL;DxczW`$a~G@XB1!d?&Sa9j=MV#B-Bg^Ac2
zA|j$w@#^q#W$hgF;da3=;v(Abtfu@Uu6sjT$DgD0AF%(}B<-L5EM>M8*XqFP`E+1N
z>9nspLFUgFa*AlHufQng&(`~=jS~0OJC6vLZ_GS@_~G%_xwY2Q2Q?8ED!<20DyFT*
zf>D_ERv$I(lJpnnD2N`}vv3}C8GQ0(3NU3)4~-eL`og{adaiO6t0<Tib81ju$LdOE
zsFO?om|W-!?4uv~YGeGr*Joe-dPcq7c}7X`UBY&mw*Omx0sq|;L61Yp0{%pS-wzcv
zTt4LaIYZ;c*TUNjXURT!_s$*W5+}G%)rM{qrW7dS6ut2vj5m^T<Tm9On%VOzwppj2
z9bRboN^OSQH`B3FK11du<231ZRYwvk8As0R5aAn;xl6Dyy1g*Q8z6GQ8Bm}+u<+-(
zKDVp9V&FNq@gb|9n+~j}P9_VV6wh^2vb+8)?)@s3eIV-#<^hdt1<@%zM%Txur2<N2
z4EX~=HuIFNM8h{HP#}0(*_n!O{3|O|mp&gpbxSn=V?-8UZ&VmX9@zfM-7>?nEbVo@
zkMZhpnqfGUx4~3gnmh7X@bo|E<-dYAr4d&yk7oN190$i>@Y)Qr7V;@g`kRIi8+>R>
z^|Sr9^59+7!%+HLVYXQ@Qc@?Y8v;S(ci<Ue<j<8yZ^~4v8yGxjsGc>29BF(>TT7$V
zp{RWRcF=Ts_al?a*?#17zr=Cm?l5md!`lAC7bj{)u6~g%p=SJSSW5To6*FMjVQ2dX
zuYWJr{<eTs%Nu1I3Ovc8+r|@)u!4|%EF~fBNb>66qn5*Q45f=Hy0pfoqqg6#+T3H8
zfZ|A1KCsCfaR?Z#8Uj0TX<2LB6wat`wv+X4XY_mHySAK*hZNe7Mys<~(q{4`GG5D}
z$FeKY2?Yt+;!0LWqPH%B3&m)=d-0$5V@IBn3yYq3W%QrlpAXy0(qkaMF!UWavRfU>
z9~a8>YPz6T#f>bv*%+C=vxmFm=hwVy%YE!TFGHJz!J8F2RlIMs4}W+Z-(BP+_QRZ}
z>!E`g&#v8JcdCbFXd8yGxeY`AkZ0x=?Fa3MPs5h}k*P^X6jh0?3=>JPJ<JB-pR*YF
zqGNM?P&>UaUJ~L=60S4zV}hrt=`2z@B|kVR*L!64d?It5SB5pvsBsF0bEh1P&Lg7{
z1!mP>%Lmpf-PsA7ft#Y4@@uMzxc0aA-z`VSRV+W<ejjhO|9QnqY<Wj7EuzsvktJC>
zU%8Nq);n`rHU|}PF?bPx<8Sa;JKZD{BmT%@ae#{6U*L_FH9vgW)zX#fEsyDPMV2eO
ztMt2z_DodXh34C2#5t4+(vqfgeLgV^0yhN^S;O)D%e|vYooSEal&&OUY2=T&*;K7g
zvoE{eTJP*ut{zHHWM~tSi<Bnku^C)ztU9eKNi0lxIjzZ<lD5hEjj!f<bbUGjj}q1<
zrE-qS=3B=@BY`od<9g}xhX}e9!NQ}qI#H3`UdcJu9`BL|>%6tDi*vzTYrpoK2qDSP
z_0+Pd3u<NSojWAi6euxpMO!5%iphAY5uZO-<A#1V(Ma;E&VX;nQByyB%H-KBj%t0T
zvyyKN_j)jMY29jwpdwOQe5>VkmrJnDm|wtq<gE$h?Y)FLA6RpWY?<%E!GXS;>gk=t
zqHFo1V{&esV*5e;)hZ-!7G5@G_A2*nawl#N63T0vbZHyv@qcqh2$Bq$6qD`z4w&tX
zoxRB70m2vzENv?PU6cI*Au?5U_NjpD&pmHj4^|A0r%jLZ7e=4DJj|ykwY?fCU!V?$
zC^L*_TaY{9D!I0B_b3NIC&OJgcR40R{f>D;vtNPf-Ow&6Bd~%pq%}@kHgi4?C+`|k
z&PzhAWM}llB<|yQZ<YkLy=9fNbU>!m?)O+}!(t8cmc=q>H0yuPE+$*tf7ZX>+X-*9
z)7fNhd*a)o>jRDeiypx_egdMzj#n1X>ZSL|lDYU+zYyGf?wrWrB$w{X(4@_Y*Yy~#
zqT;7FVOi;Z*Iy%Jqyt5tB$mh;RUUm=DSYnzw9O;_;rDJhCSAQ$83s^=;`HqloYfMY
zNH5ASxX}nzsiWR^M^TDo=jS%d0e#4XQT?7zn}Z5&YsMd`QQi?mO;V0!x3y5oTT^Hn
z&hnK6!Jr^B-rjgqDf8iZs`v{fNtzUHC8u2T(RDM|4ctWDgp;Zo2+#BF&uv%Qim7|-
zgKrh5n=%xrDn%vuG=^q*IE=t%Th<9e2W{6Mon}jv#-PGTcI#s{OKT}C(Y>cbMcD{9
zBUymseJ_brifk(+m+9j6I+)jUvvz{8*9Ucau#3q4E6mK#yvN!6l2m>u@8()+Gf}}!
z%aXSRks;zve#HHx@#cKxTQ-o<^4wrt^p)pItDp8(Km<gbb;c;Ot#y=mN3Nik<3FB$
zV>)`f)A;Og@GEL06C1G(>q7VUS>=#KlkgXPRJkuNWKi^#+!^M0iT0l|ppE!f<H*O<
zLGASWmsE5j=fp>%Z2R`O-*e(F-EiC#+0SSMp-#;XH@mcUYsv2uBahqlQ(5&B-@dgD
zc?Gtbi`e3dCqHd6GjH$za??&hrcGJV@xLby3tRuYPZ;4}ir>6_GV<qCQqPwA?=zp;
zQG$(W>Hc}mEp>`h%4;e_0{4-}+UTESE$sIIX~ez)J2PjEW*I54ncX0_w1OW|gH~fg
zzfWZLPp@Y%+MRQqSBDCRH8w8Htkz>YsFm2+*bv~cDlRXW09&>6l$wF-r33v8td6b5
z?-YslZx`0uIE$YijXC;IK%@5u<*?Vkp0RFs_7wB-I!XvVxLD02mT%e*dH??IIit<X
zp+6`^0YDEj7=>s4dEH9N6{S<-^wxNiw(eJmsA6fWMN>CD$H=-5)w2RY3N&!>uM_x-
zU)O6dEFi*K4=>&veck0PGOYbdZJ;#J^yi!(ce^?)4h^oWVOeOX+~;0yn-WF@!>Q{;
z&h}guySH8-$Wn#>02P2i?zTIZShanj<mmEb+QPa>px23KN>lc-*cTiwHeSSUj}vnH
zy>20A$}dFGh{rwCo2SBbya>c7$3U#*Y}7tg@w~5`K+5jQi{geihhK-KjCa~*i8ub(
zm8$Wz>JI?-Mp9}$8qSW!Tijj|yk&?`pyFlrihVn`xyex&dx;j+J2StjJmiQonwuV9
z|DIB?8rEd)3Sd{BeP5GS3~`~MOs;slvm+5%_aSqx2-gRy*}P{-H1IE4_mc;){=fKd
z##cfTlJLg)=bRf_CFotbGS${I5a1yXh{Ll=N>mTkg_6~T>zRG8xu=uvVd>xs;Xv@X
zv%wBOe5iiAFJ#vC;`~fgrC7TVyK>Z8I!~O_nz)F}lNd%}-S5&PJe;jW&hx%>)^@tV
zuTZZdk<aOFBlF09Crfd;{iNPRM7bijW=}D8;<J1Vsu0!}iLp?q`NMYtu1jJcZsS@I
z&ePD)prWEmNlBgNJtpTS;ePt)(N!Di<9O&tjILZWFjZizT)D>6ZH32=AA^|)y06JL
zlcIZ#SK9d;Y;+Z4z82aadCHY#Gh9T;O?##Q*K97nN*0`tks8GMf^5HEfum1se;dwm
zqO$@Jyt_M3<1Idz=hl<sqL&Q>?|Cu<tln84#)&<39Q+K>ylV4n3jQYb<OId+pFbTZ
z4nJJs)^l_$>3v%sVg6mjfcqz*DgXC6<rIO^QdR*0GLQO?JhmhEX^1S}1(0%G1Gc*Y
zY{$XI78z+~_{sH4q-dVnK!x>SSmK*=Db5viV7IHlZdA2sub*>H>@8%rQTaq9-aJrQ
z#wjAJriM`%Jo!2Eg)6zWwRIhnq3&#d{CmVM$Hf)P+qKpm9UZ4RS3a8oAG`$?YbI)r
zc|Y5*)_p4t8zmluih^$8P((z8gd<s^TGUcrpG@F|CQ9{nP+a95{xC^F5eQ+$3}gm{
zm#_pBO^nEtKadKPWa*$_6N>`nnkqU3FI@(FoEyZ7*-HyP&LFyU8(6Xr5lZ<r2;O7M
zKMs?O0RDh&d?nBvjBvg1m#e&Vp@AQ4POI#Bnlc2k-+`k>Y}72K+6-jlhPyx!C;RI*
zgLy=$IymVh;3Xdv6cjk$DN+i!rt{^n=G?)*cI_G#)@NEl)Lme~$F6In6=x?0n<J&P
zX8f0Xy;Y}&LMaYK`#c$M<o!zh6cKM+<l7P-0KBfOtn4TbMJyjI!ttQ}4J~Wys}56a
zeEc>;2NVIYm_Q!^x0M!{(B*!iF5v)+Y{)4nJcUeUDUeL;VWe|_301$CM3sTOuAM@0
z#RMhlL8;)3<1l&P23W`ZWSy4_aJP>iKkmfDEOKx?dUv`n7>g(~?|IWOA4<p1U!g88
z{$+i<>IjaX&H@ITTIRIKX6Sz9=U}qmUCfhKZJGPf!>*{jKOEl8Ntd>E&iueiT;7`5
zeiHKxY=&ly+bS{cYUxJ>UaAv0fsGHIPNVL--@YBZt+b!)Jh+A;ECxlJ@Yqt{$`A0i
zK%8%8p$UhHcfxS>VP&FoJ{W-uU>i1S9GCk?MC+4w&LGQ&ub<>@&sO$`=rts7QlpH4
zLcIFm!(M63lyvlml83y)C%qYxz8t8%_f7dfPm*qS8JFUV>dAa$j>%T8by>ulRzoSr
zhTuti%*}uFcpEP(<3dOqA3^EEyRfkBhmJJ$W7o}l_vVV+2(8`;J*A)4xqSY)`_4j_
zXm=t5Wt*C+xo^qZ>CujF6l(81Q~ujyUqu}t$yGW6uRo--Uab5K8?-s1LQ9uxcfMZ^
zk;BOh=EKHj`7V6;=VxG2@vmnX84FYoW_+#((t`}y`(*K+oQxwOp?0p%PhkwP7%&Y>
zfv#=)M#`T#^I1vf$1XS;Gb`^K<#kGozuW2NyRU0uzWz84%3}zg_cK;ZNsV{}r_O?E
zp4_S((deET3lT9CQGVZSd3)kQki+nciCQTQ+}Uk>rTh+DoC7)f3T$GcX8i4`wGf_`
zyWgmMs8qYN2Qdvi666Y`Bj4wG0cn_BQfc&AZcHry=~wO)Q{)#Qv(xvCqfIrBduPvv
z^hWt|v1sGFa>f#++x2AoBR>>8HlFHp+fO~&_#|3&AN_Qp3aw^u6x$%n)6ZMWJxz{(
zT=MQ+YOnHHf*uhLQ+~M4vUr$EhJUj(!6JwCSbwqH4pfq%p_w`KG1SkkZ(n#e<rA0X
zcgDFb`{lItMV_0)RCeDFySz3BOa`u`sBLWFR8|tnj}7(Eemc$GXvROmz-YW!zEH*W
zlN=~*BPhqzkX?$Uqb?m>f)C#!=~e3^jZB5|nJCM<1Q4*{Cvk-q-tifMt$(d3JZt^|
zvIR0gpD)~p=dc_0HTd*Iw)u}84!dkR)W!>ICLSH(Xsn=<dzfyXy(Y$}e^|6hZS*9r
zV)eUU!Eg-3r{QeA9e?6j;--%Cs=~p$op@@d!;9(}w9e(jC=vgqj2A5scAsd83^$DH
zq{?0@Ck`gq5&D(VBdYsa$5Txld?9b&8c_;9Evj+hH4!y{4oIXe8h<-FXZ4dy`ev~8
zs?ZLSL7S;aNx++=9OE3T9EO*0_cXHRqpJ}PFGAxw$J7?x_>M-ibpP>p!U~(=ngjNL
zqc=QW)l;<8eqOr!CA{#8@deEBq4QZekR|>sl!?r0L1stFM81Ahny06|^3i!Vrhazj
zyL$7Ov%S_h<Z|}k?RMnE>Pq+}?MJ;TGuXcqDzWMteSoe{wY@OT^^BM&){mRXLQp9P
zf*XpEtgx1&HPB7>;?Xa=2yZr0O0cle*Pc4@WHGDxiCE~|wIjW8&v*19G^6?akbRs}
zDIG$WGFG=YKH|LUzCH@uEorT-aARAePW{JC@ye31L))GTr|minCMuoth~91{eEeqe
zeUqTuHCuwAA{!5Fxua6&3*!)B#t!GL<9@%d*~Jl_b=J2!&LaHECd9ErhajaF=NdCc
z3I;d!YI9o1<&9HduKZnQOyZD_I*q6&kaAln&Wp2?jN;yq@uA9s-u$_;5rd<r_)c94
z4t0CqUOqUOe*cp(pO9B`94}>|pv#O!Rz-fy-d1V$&icQmDi2GJt64o)loUN_)a9yr
zx_m3X;`y9QYXj}U*Ru$%xzigehar2dQU**$#_nl^gAL+^A$DCUwN8-kutTI>Gwnya
zpqPz3ZzOc;GIq5Rg)z(RX{UlqsI8zlo87Pp<lJUoS<EJFUesk+XHPl&>`m}6xAk}I
zse~m9+K#&aa5ua7nfWIrxFjIn)#8^J_o`EISr46lC_ayeg7}+;#K!rYHYM#$<&6GZ
z=)5SMJgNBtJEAc%uCs6gkvi(P;2ThBrO?=6^{)JUjXTMDxQMpfc{G?1yKvwDpQDe;
zlG58vx>D-&b-xbp`5uMe^nHKxTWs^Eh_?BOD<-0NWyqPTD#Z{ta79jet}%EE9;XIt
ze?ZAj1j$H+h1a&9>!}V+m4!Z}o3hfj)~Oa2;Mot3vwAUTa0V!m6FbyKRP_$gU#Mb~
zbXHCGSTC%~%zm0%rA_&8(yPe<)BoOb6mGgBS$E#{LZw4HY`DtTL)|^i^<H7qxbU`R
zGXv(?>_-#Y*545a+)&2hkyJIlL2_Ha&S*V?t2M`Q{h~>AnZ6QfREdnk>pp8+pYTN|
znh4wdXO&iEKpdp#IO?|S7F105*j1(=CQQbyc{lV%M1_j}Bv7zS9PH3{DWU`B7g}A!
z2NXQN1Is+bBHxi<z`8zfbS|~|YnhhVWx|#AT=;l4Qg)GN9`1uj-Xny5xm>%`9cZhU
zPZl^NI=74QigoLun-5SD0iuzt_1alzf$U`d03Yq*LsLWpQh$H+!AFqB=|^c=rX+vZ
z7q~vB`9DWj+lBk~`aE5K21RQ-onPA&Zj$p+!<BTccIUv_f$5~iC(~!5SYbgDh$xMm
z$r_gzn~W%Wq2LJh0W}pkL%Wa83tSat9z1>*lj^tBOVbdKVtE@zF_XGO!V!5iQ2Wv)
z)=XdY#PZ0wAppe^(AzT&;qmN|Cj;Xw0e;8CVW<ky-DybFl8Tz{1>VVAWj~o1SAK`b
zjcLP{S8wz<o^#7((Qfin+$I5vcOWa~Op1sfz5USI$4$0xtcU6XOCLNnM*Z_V&o(%g
z$*W^yzlVikH?W{A0c<HY)s@6sWj78@e)}-MWP9xh2Uq>{>?|wJ2(kq0Z&gxKVq;{i
z_B-JTI6`#=F@U1Q2tQ&*=@kMby(Yj{OE-~#5ul!3EaZm(Q+fYC<HqOO1_rF>Z{f}x
zS}48rNZ1Hrg*G)w%qloRH7?5vltf^=`{iJcWuvSuHPMLJxi@d#9F}FHd;)8`|LGYT
z=JSw{5<Uya`T5BvCMKpzGT$3xA`~tp=5$3zM<<*Ge+U=L#l-C&zPo~k79JLMsD+9=
z{!tuxSy@@{-1%(F^9$dniTEA<!Gazu-#-%0a*<d-L`>VG*Vb(P=}>x^!8#|{I5={=
z_;I#3CTnFLJ(?-v{RJ(B(J-z*hENd@1Ophji!{ywAt7OcB7Nuf(vsyrNRfk;H3CNA
zQIEQW2Q$FUAN)l9c{PHJI}9eo&i*<8H81!prhhw%;{($gvRx;$M#xo^nU@#z?14Ua
z;DhO#wWAEgpW&vara!e*DY+g#Hp1I@!K%|i9rgSw%C(5=GdJ6v<9@zEM`8Lu_%|Sy
z!IqGdR_mY|T!j?f0$cjB^$8Q<nbYm9cCo$Pyq|P|t9Rg90DGc*%+0-@)FqLOLyMN>
zX=-|piV|nz8LJMkJ<7Mw&(I_#By^L@-prmIOylF>ef{wCi(NE=8Q{%8CPv0|R2m_n
z<TG3yZ0DE`!rQlB%CrTI{~9;&&VM$B137HSuVI5eYUK1Mh`BgH5t7fZcXW3z=v;9m
zHLZ~c$oWQWeEdLNGP>8n#w6|Cy8wb$6Tl4Uz^1*#y?sB>%u7-6`i3_euOu`dxFt$y
zP|%f_jz_eTuC84F`mwUE?(N9y)vLG@_?N3sHmT4%2p%TowkC|c?&RcjievOlfNeTT
zobz%mUr4zg!lnzaEQKDb3<eE>1#HVeg9$9dnlWU4J|rb2^^Ma>-w5-nfzlvt797(X
zDkjrw$c+aE_vYcdW{Bl_by5qE1I!r~|A!yK!@|Q`jh!dse29dQ!(%*gy!GjZ<-6az
z=j4&)?X7iqs~qL;XAmi=&{13BIfJF5%fRw{pO0KZlh}1-36d+3<a~~gWo5C#U4{&&
z11`>HW*!UmX$6D1n%u!)$iR8_m57i~l>-+a-y)znE@;B^Avy-e+^Zro<Yu8gKrXHv
zIQ+k2j3ad^PYF2b{Tr8SJ;_#1k*ADXm}7;%xK8>uC8Z0L-+_O>TwGU|yntYBul3lZ
zx_R?i?Gz{_|Ez1NDG(J+7uwd+0%EXB0_^Ft+sPs9S3jw$sy=@BF1J=%M&`$VKJmUu
zOe{S~<WX-$3f$s)%gjAjnqC}tOo|Qffrr3_Zom8@w<IwW@%HVl@YaXZZ022wQj>A#
z2xG@*gZVlar#n5Tqd~NPXP?s4)O2`wn57U;CG7ouh26``%Qwy@na}CT(Kdq9qI;s;
zY5>{uioqoR$7JGepz3A=yag|BJieHNrluy~S3G{sh&K?4fsF8bR=LnL|6?nVf)=||
zen|G@7v{E9q09c=7zE=WV|%edO_N0m>e^`8Vl%$zy#7@{k^C`xtb(lU{jmrGTTnXd
zSK7{!qd)p*3eO}!am?Gk*}kq@@>tx<i+`HyC(A#}PgnKzJq61>a^y_FAz{zV%>1c@
z*7(=F@&=z=nP_Q)Rd^)dvo?a-b6QOG@1`)8y07bboQpcMu`n|;GcwMQV}W@8<4<&N
z-@ZLm<jf=Iwa?7X-p0Ke_jgja+MU1btq#9IRQ_Ei-9lGVn?>R?8n~VKKl>~H-4i-o
zWO(v|+Mkhw10Ne(z-OQJ0%mBd-!N1}z@Yp{N{ZX6|K5WKYMwGgCnnMV8PFgWQU178
z7tGDl1f0j%F@ydX@Qua7swpy2e<3!&FJW(528g=f`Oh1x+2QDuwH~6LKhvwf5-(Ri
zft`4rA1#)_VAb*`C#7f*dz^o^PF2DLYTV%KHQ)Zm-``&;iRbKWGoUBCF_MhC^V_$~
z)P>bmauSlZAwuU^wg@WWL}EpH4M#^uFRz*s$&+z)bCA1g<zndV#w!i0>?sG^H!S)y
z<$z%vrs}*bEpt6xOlCo5o&4lxGg0lNsrh}j`NgRA|Clf1H|Oxy?G^%+*tj^u8fQS%
zMQf>>z6Qt4lk<_%r{dz`{QUd{Z*jf{2BIwcj&)b=5);lUKv^?3Z#Nvy;T&(wjyp6~
zRHTUqW0+Z3l$mW5GHvTu*(*&yQ0;08#j(=km{KK%O%VTenvf>eoYU-UTuN_RU2MX>
z0aB-uf}C7I!$SMxeYl-ntwj%2qA!lk*OnH=G?7W`r=spKU$D~hYd)_Uta7#Tq0Q8F
zwEwX=Si|<HMcUr-00S3SY*$8M+#9cz?@X0-mVI}_w0;e1Q>y#^{reE^9L0A{8}>1i
zQ7NoBXWt9;hYxgc$+#R3pSqjYu>FnKYY0g9{NkbpBlg9f4d8wX{I};jo_>umiNi+X
z>00-7?CaMFhbSIAX#qi1$OG7ZxW~o>DKYW>=dsuSbqU6A+nbFS=Z9NA%Ed@W-%Eu9
z&(me0br~r!p`)YQy`=@i%#kmvlYD`fuT#80)oN}r&Z1M)yOu`33cC7$e6$-X7=1%4
zW4qp_3?1;7kdWx_@3+h-FOPMn`(GKC-#&@Qj?opl3(M`yOb<2G)lXTv5*|qA&cl2M
z^R(z=UJccFZp{^+xRkJUHGcT;ft<(oHYsV1(+}zWyfyzd)0(~ElUZ^uOR?!2EiElr
z`lCUtRp|d@Q^t(@a5FVi?E{Y5YssTSZvPFN<ZsSAXIfw0*%{7{RoJvU>;EfmyM-9K
z-U+#z>yvzO>0cB38>ipWMALe>K78`pq5qGsw0v?~eN83Y*_KG-x6{Q7Fq$u#INe`g
zdISzxX=w~<o9B;WkZ!m2pFAP4wY4=7FvgRv5YL|VKa&$S5iv1LbnuBO$Xu)(9E(X9
z{-J+!ViLE_P>svtp)Y3yrJ%d*C@j>0@W$W7(uvH>JUsiIaV)-_q@SnieULDl_!;Iu
z2`tDu!|Mnn^#~q8V?fM;2ahUIuKhD}RYTA(NaMDFiu-#QX=-u-*8=;$RfyvJ*IWXG
z&fsMD*53ZJ^TNY_uH_XGi}pQwdi$xmqwW;J(~e-=fBf|`X;xNNn(uZ;lRS<=)F&2W
zt$~r60{yBDK#cwOAo~9ZPy8KLQ^(1v^iZJ)$Eo;=CAPFsBoacU;traX>SE*IgmSbR
zzFb+>npHq4{PHr#39O*EEaMYMvcOpwT55Vj-8ZKwNlE39ZGiL#x3{={fuG#_k3R?Y
z_No#u7U0-THwg3bc>;r+=Aq~X-BkIFh_FGH23#)}P7YrV`y+9x+qZAuxS^`4*;0(1
zPWN{tf?KyFAX5!~J}VN0^C^I`9mv6NycPKMamxT7*q^1*^zQuP2Kkg6;5FxQsa^~3
zenI-kf95Nmk`{3OE{o4<AUkr@_N$>oy5Ha7hw^nepokuk6IK8e4L|=`qj-he>QE_b
zR9ILOcpm4U=lN*w-3$4213X**&$C}h*YNm28Q}fw&)Qbo0qeW718CtG5_W@XF>>>7
z3F3x~4<5V;_(G5i$#nt*uJ_J@Qo}k5v&o-zd{R|Y6Bmz*josZFHrD5+=irDc-p+Ms
zIHIScGwV*~x9Cou9lv=UpEmU?5^welHGq<?Cq?i8$);LAvokX@gFql$N|z^h`r~_^
z1!)c7z?Fd7Ou)?GmA0cz3`C4B0C@nM{iKfPq0o?uG4Ng*ctwOc6j+F#T2+-2WH=C`
zFI}4Ra&sT!<2^RUrk&C;_6u!0wz`1?+%@Ku05}2=<jW<#r<OdhMj>j;Tac6Lod?dt
zxwhl=(Xt$^eC<OtnM<SyDN;hVXl!j+spZp$I${_!G&GL1F`nvH+P>>BwFaKyQ$UUG
z<>+{yYBdLm9-|RsyB!Q^y>-bd_Z%hM-S?LVa*m#3pdAi3o=eSA5)ln%NMe$0S@Pe#
zdnI5-HtBK!+%KP}hJ;)d3IEIwi~zXiALC>ZCM_>-at)nrcr@-5b3Oiya{7$c4vBSG
zhtta}dggc$MbS{`b5Yu-iVP~LrcB)n2vAK{uPXf>(h|`b$Do`%6O5JYzSNtcB6=3<
zV1NHPXh_0XH;0R<0kC8R?$_>&D=#lUr-5bN1Ws}%%w!Wb{mKY4FHpKW4kv*=2-5z&
zbzVD%gh7dp>to!eH71~kaJr={YIj+z4BrVh^;#dR2soU@e1Ux9%djwOfD4{Hd7`S?
zJ6dL8rlZjwUY6W#FFLZfR@T%1k_2Fk#>ckbT@JhF`7ccdOieOew>PB!qb({Yw7*|H
zyj5LIjixqH!YCQR#aNa`gQgjN=rG|;0k$x}v}XS{1AO#eQvSTe@zG*hPiN<?VO@mw
zuh$gapy+6CpUJ=80}2}wF{n*+Gpob*Ts3oZdP6~D<LT;ZKJ8K9Pp7A+pFe-jN%K!^
z5OSOm1M4N@wWlB=ay$HKB1qo9WX_WWjx~@ahBq5dl#iya!issU`c3=ZOYIt!F9PgI
zrvSZr^=j{S1S#hTc5EAHW0eP`r5XGB)~Pb#Ed!i1SZv$~NSus}j5(c9^wFxy=J2vp
zc9HH|mN#CM4?O}aFL$SzEec}Ixkt`z{T%_1kD?SLCM1lFi2*vW)gcgq9D@LY$H&Jb
ziIgWvD<Bp}>U}%}$u|J7MxO8YO`1YXnxB_)$E`({?lIR70|*80?6kaaTlr2Z;A&}Q
z#nie^8zs~<^;-Kjzw<rH>wa=RBjr{E`SbJ>!5Fxm-QC3dOx@1<4tAKZ3Dw>^cvgk4
zfJ<7fOEejpLBL7T0)6`QsZ11A7xT{cwk`r7K&xBdpiHcw=|%S_-BnWD-rgP*sruS5
z-jm{fst{4h)z#G#fR0KLuPFs#W_r)ge4_xc^81$Xpg`RVI__;F7>#%ygyAG>qXdcq
zIUAB&8_e)+jU44tgj6`O+E{7lK#oe8e0Zw_fz7lrw`FhO*(t=mIW{)dsNNfxrOTG*
zU~M#}KF`!)-#AM+ncwAkq2wzcP^VO$9{z{|y|v&%$L)DJZGbtR%(BK>)D%`#0vycv
zU$etlr>h*O^;3nsV6M`jH`HBHa^J-7nQJpHIZw#*=P*UXM*n&~IOPT~Y@R1R;8@QB
zZr>syVGzdos{FrQ2G|Uc04YTM>%dxSYHAA9WxoJ$6%rDXnU&QiVP&-p&Tc!qgw)ij
z92IICL~%VRF7GBGD)#}6NCy$|J#-ukIcxC!@ilTnJ0gX(YHtVtXk2vMx#*!pEJ)GY
zA@+L{T2KTN6VrKIOI2vNMl`I<V{-~%O3R@Fh@xUdAufkOb#Jk;XyWAl${-6Trv?w)
zZoTU~A8_g0J{@oA0Q7HYXaF{jw{IQkaL$kXUt1^syvLSK(_xAG-@BDpU9Edc=Rs4W
z^My9nl%Lm2OLp(MQ8OGyL2ZFY)<P4>dlP2B1frMmINWazNA8l6@eFHT%>4M;bdcN|
zbJIteOr)EF>!l=_!(G!FbpSZc%OKUzrci@Me?LIe)az9+d%kRD#dNcusGc>0ypH00
z!QGxJ>@yNC5v+<kNM0hI$u;$;ecSr>F9P7?v<&Cy3nul|Km3}I3CKpkV-X<pX@eqG
zRrND(Rrl<VZ(ctlc>&7?(JsZvFw4vE_SgE*?@T}g&wuuu^OHYFp1Vgm=*RO(iu9kN
zx%#*AgBX6-llXTX_2lI{3-zlG7l!zKllfiezF*m$ypAB?#zHpcpN?R>`85&)pwL9t
z&CA}g-!p6yi93w@>@xS`N3l_Tr^QXaSx}$EB77x%(7_PG-n;49>Attlv&j7Eo(|X|
z=V8$q%jCKh6clvIQoq};FgiMVDnG*y%H*d3s2J9rLFhQ0aQM;lee6R%m!)0M_3zOO
z?uC6Je<WW9La8_vI2y=ECHW&@rY~P&MNMy`Bm>Vw>PlW+%|i+q;7~SS0v{aY5{^M$
zl2GmY`}ImxG>npbz9%hM%~SLr%wokrNM@NN_R!^K3;XQ*9?rh-J@F<1Uv;S4k_OBR
zSbKh`{wFTkB;?C0e=$}h4+RADaH@m?zekCl%R0Rtt>M(xoYNm#o%!)CL)sFlWxzTM
z$9R*~MGww0B<VrYKU39VIRWx4u+&zq3z4NK;EDu2f8LqSHo^vORa>t>TjgpMgOLRM
zAEVYxnidRC33!5>N5-JuKcB9V1gDN}gYVI|cbvTT6P}CRlnqSvB*4wAvAJIQk=fqe
zgBYo+Z*R3xa{yYQVe4BWcR2gKGkD|7`jT@oq-<d^EnvYXxDx0B^jV1o&hN2hu(#-V
z;c<7b4CVuX(pHsH83#4$?10213NUcHxm#Pm|MbvfgX<IVW<3dmpByBkD)nh;0bjs5
z!}+1mmm{8xY_Z@G4rSgq<$U9o*08#gk{d25b#+1wowq|q$Fr4^u5<h3JDuZ;B%$VI
z<u0v`mOT|cwwxU;JK2~z>+677sJt$R=^;*!99W^PE{k97rs}?Eq=l2&5^%k2p7SM;
z3+IenXx15VJ3HP3z~L0{Rzc&r_TI1NH&9ZnfM~MYU$YW)FM#5O>M_bhZOF?eI4?!(
zZ}RjyC#8#P5)xewus@(8Iy?1v=Jve3g$^i?95*ILNjazTau35@4+k_$bsuUM8FW+E
z+bq3T>b=7(UqROOqPXNs*hLu*kMCA1iP1%4v>__Q$Z)s_Vij?|D5|0$Ba910!`z0I
z8J^els$ISdarv(ME(?m^+P^@79XQTcAF~Is78mimWG~ymz~<BI1hDT8(p%mjk}~;l
z^pnVWe{(u&`c1H((Wy?Y;Z=wco0OFC%GPjNM~7U|iNR7SaynserFUjo=4VDVW}-<%
zmEcm*h{1<G`>_ERCk3tv1D-YBdm*bLB;H7~g}u-0^F74ACPY9+xZRm!Pzxxnn*RPB
z7VS*gHa^4H^77E4LxZKN%W<2L<K7!8)VG+wkiqK&SqiX;KPj<n#h@$)9Sm^8E#r_$
z4Ls`eexfv-v&w5^kEEPNEJb`nAE~R~5;aF_N7lC1*38q-K4X~HIDh>3s=rT36!De?
zOvWBLnYr}K$(Zspx}F`ooz&yDL?b%0vb$ri+X*l)8gA9}x?EZg6KOfwZ%MpS)Mco)
zCDY?#*C9m)*49C$mIG=>9pLT4RhMt?MZWziY(noyrv1bF_laCqZxa%36B4@auR-z(
z3~TrCMNdB$Gt<}#T69yKa~D5tta^4ESm672&yL=Gu^PwOB%}II0Pyhf^D7_cDZtak
z&xQ;2?-i1e==iczRK9|S7m<fZpTpzv!)-Pu_y_W|#2}*=@;chO$(vH(-61kCUr-Rq
zKj|kjoj(2-Yo*5u1uc^NIaU$}c;kZG+5yiENhr&rW5Vl5zaL$^GW|`3`V3jcpUU|}
zvGaeFD3u$yPTuKf&4GEj3^ktb1-qJswjLSH12cHug9EnJAIV4#v4NNT!hUniMCLVX
zl~bMm4rrh^;f(iUnZ(!^5TsmI_2gkYA4&x9#vj3@hH)im8#y%`N9TMww!!AcS{$99
zo%rl7se$yYU8o1jb9E(<A3@cFhK7dZIFGmg?`#$z&CSbdKp_SS^0STF&0O={rM~aF
z^f63)eARVz2JS4+c9oc30TN|0Q!b{`ZoEjp>a{hyQQgvyAGD_rj!29=O~4skF1DJP
zlQS^eccp$A5Sler=Bp}+Tp#_<jzLL;kBeIocGp0+#3f{+vj1tByq?_fZ>w1ZB={dp
z4wG@^PQRBbtF)6`g8yi{$T4m-0@Vv1K7Lo1;n$(9J-c&6Jb7@iQjhRKEhs!~N22|!
zoNpO7p3_qMI$oqQ1zbP_&Q>?#STq2>9WQ{yY)lGXtUDOX^5$^h;9N|6)Tot?q@onq
z<zJLBaa*hEFzk3hEqn~o)Lf)jBHLRT+?(&<$jyG*_L5RiyEG1;a!ffVV6mHY*?OYL
zep-avenM66UE<QH#Yt&L?wYoHm<$=<9D|mY?DtlLCqB9L8lS^<iXw|7jM?>hdQ7*o
z2z)QjLe|!f#Kr0LQaKmxDz8MIDnRe`V}HkTS!|%ygmnnmH9V1eSV6>Aw?F2%Uu9!D
zo@4Iw2H%(lkV63RGDa@+q!}9+D0+SMPc;B=xxw#*O3*!mnTZV0G%4@i$?YK-<7JL<
z$DUN-wkYbH&}#(r*U5Pzv@pPt*-=_pczZcX{jr9kx~7h%CNj0{vNcsr``fU<KkmK2
zqtsJZmw2PN2?__|{H4NH3|z8U&=P>wuvP_xX!ljZ+RXh*;;QZ3+WvZ>=&8vaa_ozv
zo&hfQfZe_;oe2(&lhTquFV3bHHI2cnrq4EBQ3p(195klMD*D>YwWw(V4rpwDy*bVQ
z69?M>mclD3oN3>(^~E&&-lj~sr$$}~^vZy(g<VQ9vB2q-L91P2baWdk?<E=ruumXJ
z4-=R&$IGoMtcfVUMun5~tc;f7uz~Dhw!0KR(pg&S(0kNb^mTouC*Zt9B`w$3pI=Go
z?Cjv+R^JfVr4#ZHyo7DHzW483v0V$7?~bi7bCswh+z%ScNmb2JPDx1kQvT3RVtPMC
z)VM`Eebao&hirwxb#Cp1h6Zl+jOVCL^jzAwKR?Z{Qn}L4x{d_o@mttszMxY;m~TLr
zqGe=6r4R5gZ|gmMa9leBS!Fe~>f*uzXor-U(WtIF(D`W`cL!#FZ;F5L-~oWBRWS&z
zLW{WKx^3)=*otF_{RLLxdponJuH(ln%PD757*E=r5o`DZ9#RnH9}cpz>8hgU-=as$
z7^Vv;Ob*tLLbO1^lHs!0UK?kX^5#L68Qh#}o87n}I$LJWZ(*?*_<a~#IPY|0fJ?qM
zYLhjHYFB4M?KYF7mr?Js1G#EU;e--gifaAI{5wQlluYHhFuU>S_wNf~`A)U(Pxp6h
z#LINU7zG6_jK`Qa9HNUGryfDri%JKyEXlf<mlY4z;b!pf79$S}KWFc0TE+|;Q+G3m
zRth+02G$F>ufdm>U4SEh{o}}N#0sG4q9bSFcD!p<smRiM_4_4V{8;q0vYZ?;QvlEY
zX6^!9c(hX@eQZpAgyA6DpevS1<7*UkkJ-`8m*7xV5<CY`Y;iSKX^X<wsWUwFN1v97
zc;5E5_?7bcPnvfP)u00fr8>n$5`Mm?)T6>qyG$%hN3XT|V{^rWk9CTvvaCqExYK+#
zJh;TExmQ{X3hsHkE%%SAh>Qv|=eg9n+ogHV@!Aq>E$CO8hEF#grM=Drsk@~OC<=+Y
z3Yp&NdhPaMtTEIJdkZNKbV|Oc9BAq5ww^Oo%aC227EPSH7*L5HAMI3j3JC5M4=Wxs
ztToIk-#tIL`|R0yThs-<{>IRHDMv%Q2@AmB(OUk8Cb#y4wV6z7dbJ66!il?L?b678
z9Xm~|Jv}`nDgvZ5`vq|>OC=>Gm>{-BN@%#acIP`{%Io~kyse;cd%Ea`Wk7zkaPHlt
zmHw70T$`C00yC(NJOykGA<TeJXz*X&HDj{$KfG&za%<NHL=iFT%X$_vYsm6&F$tYV
z+v}SiEX_XK^G+rvg%|r(9F-2n;x}8RR|@q-Z&}oo@Y6voElW!B!Rz?=FHg6YHpMda
zGJefZ-I&zhGLI|`CIWgA9st`Itd?$rtjz@N>^vX-9gVNGg>V}43-U+6<%@-sghQyS
z5xZ?S%-~<amHf89r^f-X5`Z`YX)XR7-!_r>#jkSnN@1PHrcs`vipu6dPE^JA!5rvI
z--P{U{u{ja^47GkEGP9_?{=XMf=a2kvn!EX(0Tr4#ls9BwJ<NNQ;E#(bB7st+RPdj
zxR*_w-_)Z%^{ZI}YQjj+SW7-LIo=3v<jA>iRB1Z}&g$kb!D&1WQ@gv%9Gmj}mfgu!
zg0A=5zBY)%bClO3Us_6j;9)D)eWS?PT^rYkMkR8J4}+XX1)O%7Zi8yOqw&Jey(d)#
zFnmAe84F%F^W3E7<i??sk^X9+SM9cXui|=s&ZZt?50y{Br18b4ail|~fWSPdcraLQ
zJG#~s>R@YUmQ&p*zV!L@Okch25D`D%db-Q@@@>%*7Pw5L_ZxTF6L5HI8BNJ=Y4@|n
z|I3RQVpTx&7wQxnfhMh*+8eF6>TB#9AkV8tw6?V9vQWp4B8%$b-$ix%Hed<gDbkaz
zfy13~QeN>myWHQ^)wTIKE-fuBC_~z{;T;{<@bNb%YIZ<azQCupXMndl_+1FEnb&A-
z)U~vXcT$nVCK3Sf8>P<P41=B8Bf2{3ePp<;cNw#|$t^a4q%2!rL`1~cui}lL+|%Qi
zH!tLHhKtVJW<F1Gg?n#zY~*Wab(-^!Cok;o5;s3TYYVwXn@kZp=rlq<@u1A7(u!Uw
zL(0V|BelW9!~=f>qEyEsa8Ob*6gx-wG*-pE5~d;4e~0ir=pPp8Y|d&IUU^M9?xrKI
z^QOyLU@J;QPi&g>@TlT(;}a4Gx-RE^>HhtXqnAjGvBw$ZH)!Rj$mTXO0D#r)60n|J
z0#=}s;{W~m@~MiQ;Gx3U%2LfGv<|+6)<9*N{5yTCYgouV=b?<lLBj9<%`>j&mMc#H
z4&9wVRtT-)$O-{;WmUU>pSEefu<f-`zqfr#)QF$6#W>j5hZ@d_{^M71-@oUx<)Uto
z0OHP08h9K)o;rHoPOV{t%P2YFZ=q0dorLW?HaUBmM?5%}5sw^{H_?tFaPTM8!e3!D
zV30WUB1&P_y4z>vV@}A0XLj@%LDfYb8@F2n?Bq@1{2k<&I`Fm8(zORf$ILp#sq%7i
zvntuo|6QTnOYU*DL8Nh*^_)V@F0>%>&aEq!+@msa`5*4W3tuZwoae*V(u$q`HKKxA
zUjqPF3NQF0<LBqmcm4PS9&$g5vJ1jcQ;X$F1i(j)7Gm@xc0O#d&l(oRtRrIx9p*b(
z%%@nFIi^LW6O@6nytpi|%r!Mnr3Ct|D%Zv;LVxC{efW2obqlY|po6m}^!7-theO+I
zO8s)n2cAD?`aZ~%oe~(uiKtF69|XE=(FaLKl9`#C_a83(>Jb;x3(JD}>)X|(tUX(w
zs;>pzBtV?`&W4g?LfHLe@);7P_D5IB(~y*&e&2$eoE&K40x5htf|S#|gve6#-+bvS
z)?)GY?UhgN>thk54i`IVIaxnaFyPP71eb%qrAaCc{Hu(V9qDln?U^@!AjX1;jt;V(
z8X2gLYXE{bupET?q*t$@b!XM6pG-}+Q@R~(n|W(^$0sLKm~iW3GM(He(syX1)CIJt
zA9acC=)*CF6u2b5@IAnQZZ0jDm+slR>DjG~l!9T)V?e8>w|m)@ahcj{{${0$o(aIP
z-xGG})=dVomHJcQ5=aZ{%udv}aGKYBIC~Y}x;=~RyM6G$H7rLKWgoRK{dB*~V3xB6
za@`m7<>%t88W?femeE?#=P;8MTtcl!rk^sDmX>k_5NVgWMZ+NMGgGexOF$}8L&0GI
zEnY}6qH?OQtLw=sFeh2pFr>b?c+(=y?<*AC7-@%Eg#t~Qww#QJ`M2BJmv(e^D>7~r
z@o_(WO=*+$G>y2k??W2HJw-v+r5gbgMVW|8M`uRX@zEt|2<)_ut|v1;qC|;{S%q95
zQRww!hQUQ<3=&y1L969gPkXEe+{p}%?E*A$8|7^e_KBVmyZR4FNv%U=gH{!wXISFa
z68ZBF_xhRYkpeM?5v#qTwiVDG@SE0fhK1pQ6Zh;xlsfmeaad2<#n&ftX@b1|I|~zn
z9veSjtP&?$UslD6|1#KUe7Uo%>`T=nAQq67R2T^hg%<uY+5Y-?8x%A>SX1T41Z1tC
zEM9`{kAVTx6hPV43b9|MoSa~-Of6(L>e7bdh+cac9^PCxK@^SXW?^IN>VTvrCdMWT
zaB%Ml4~7<nma98uR4K!Bhf;yWQdC4G_YJTRA8R-FC3(|r4wNj;WgHyF4T>G5&IoxM
zv$4L|J`>AP@6R<{I=SY*y6WKQMIOTT_C=Sb63H{@7%xTp!28~&=1D8|m=Fg?F}Pea
zu?aVu{=Jv-FyF(Uv*p)L{P=x@^2@ujz&QX~S!lyS!I#|lye(8ePB=#YaC@gmH0P>a
ze`W``mBb4gK`%1QR#6xG4KfmAV+k+h=T1sTtzno<ewsCJs|fr%mCB}ofd)j3K@n5>
zv@NV`!ukj0<TNX+N82L-5jzdya0?W<dwXV$%ZrsT&}UB``g(=7xnd?=oT6WkU=Ywi
z`|~j>*ffiEW6l?JdQsMukO@FL{P(dMK{x=T@-Fgv=||HaqC}V{9wUV4%A~uT4a=&5
zh>5>25?%Va%@<(H%nEwvWCTb7r-ADsPCvd@fc`ch$^r3vh{Mb+F$~%GWbTx+I$TT(
zj~f`%eQa7yjAV%QZ0>qk@Ozd5Ne;-e|NWp1(g2dh2brktW}d)D;J7|xSPM${&pP<K
zx5G&|%z+>g`G|a2@b4!inb_Hh13C<GHneEPz~r`&le;G(Vsx5Tf|?1soijhL)!uo|
zdT<Bu*t)umzDy0om)C;Gu3j?SZ{A;a4o(JGP%2q<XAXZooE{by24-|kvdod~Z%f(w
zdL>zib?#Ik?%k{{di7YuJsKKh!Z<y|RkZ@du6$|<4k%%I$nHNDv$SL+PaLgihr@C3
z@KTZ2&GH_A-cmNe8FT+8teLu;$%;WW=8fni@+ZV>9tYh(AUJA2xb1iqvH`IfDtK_&
zl%7o}LPz%km&?S&#MIPog3)?kX#@j_!1MpG)?m185dP}PPu=mJurP1=p%aQheGFt}
zWl!W?*%;deK`RNgD*Wkam&YntxTU~_q0oSj&y71qxW*q1wmUlmw*BzX^K^rvAnpQ<
zjh%f1pdD}p2e6P-00!~#5TEFHFTAsWA#XE9++$(M2R)nuZY(wp+{U-1R+X>v;t}5f
z6T{RO&u$oY;bAZKi_P_tkZAfENuGZaVt8Xm2I?~gO5+f5elD)>wmd$kc=SE*2f*d3
zn`0qR+^IY2iFS9nA>E)^rq2pJ+F4{Ey=5rX(1`-*U8DL$X|V=gvArW&ICr{5PpYkI
zwp@+LrZ)jOr}=ds?|c8S*qI`5T)azZpezpPr8L8Yn3?5qJnnl@a0mT_KjwPLYR3cG
z8^3jMk&i_mavvHxJXyoI5;@VIr3859f8-Wq53Ij4ej)~)=#z|oVDen?CF67SLn52^
z_#%gan~JHyf21F>w4kv)hp*}fBtCP3F^iz#z1=2uy<425A1i+_@y#1Gth=CbHA36=
zyIcBOp7>V)@&A@iQ_}6%y|_;|4wwTiGHO?l!ZGkW1LA>3la-aQfzX2{FGnYo162rb
zQtMaa{U0GkM3e-{80buznr2F;CS!e0|MTrXItm^U7(0-_l2A}Y<Nyo<M#s7wJ-5WX
ziwr1T2gt~%KjQSY0}TZbQKY9ZFkHdvHFWzW^8F4j(ODV4`g9{Q0_Z2226)8FdJXrk
z0D%yU;yWp?eR2RIChCkuc;_4EWzPg<EN~+aTw(&v`1EezHX|jn5|WZ#=A8DlSGpuT
z25~O?-l~O2XK>7f;DH}UN_q^U|N5~VD1vMqBY<$i?oqnaQV|eyBUQuQSl6y)u!oGl
z6eH<1toW_JMQ-zo1ag~Exi&>Fc0@ncvO{1Yn{DZ&m#?3R0NwPGH2o_}t)TWi^uL}6
zB*-1q5Ip4)y+XhxhN1|FPsaUAvWqH)O^XKZQX0_tKKVcTci^wPvC<eozD|M^5&>25
zlRuIeTC~A|{HAym@Vinj1<{#6ss<1TQY_sJ2oq4iY=x*g;$PYW<uS(f+c(I_I_Huj
zuLBwBmoHyDB^ax5FSifn{y*u4FXzp(AffyB@87wDqJo89_4}RTmx+Yyp=vactzQEl
zcwA~2Fj2l#JN>X!TpFv$56H4e^`aLPOftTPyafsb9jIcU55W(eyLTDwKq>3U@M|tN
zK&K?<J`=bBIb(ilV3a$Rz=5C$H8nM)EE=3rNKrT+5V3MS1ln6i(O=)2DY?A%2yUVx
zT{>_E9FRvxM*xE2u&~|F0}_pa_UMF!_QuE8*H$!mM}P_p@UTZlSBj9bRS2GA)iy^$
z|4-q7^V8zS^D%5~8^B~4n+Z+(?kHJXuYiQ!lg!@?5-{%N>jJ@-2R!}GPrdwEF-!CS
zJqd%sEED}fsnM`1ru0kW9SpRuqfj>e!!7a|agfdv1>BfZ&sM;lbl|p+O}VCzfvES$
zgj@_TKXL{J6mt^*ApqNaDZ!)QD*^18|7VPn$hl<m#Y2<YU!wQm2WQ|yFaVRMs<<=l
zzr`x&SGj*hQN(hLib#eRzo;@AV{}T2AE1~T6vUN~syJ3mv}2%8iHnZ@9My}`38a}|
z1yP$?ssz7Y8Q7gF96lWz%n5{mKP^lRP%q7V{g1@tg#}709$<@?bJDgcagv{3+6)6U
z>|3I`PzIeqgJS}95&PG|#E|NiHuJ!hYWH<A7!s5r*Ay6ym~VMS0CrI+kxLF};eSbI
zwT6C)X=ik_#74$Jr~h!+`ifx5_O|n^YMh3j`aTUDG@p=Le!ZO*(%`nLt#dEz7R=#n
zNZ%onS~QhdUO@qHYCuRn_-ce;Gcur%9t)G6B5zHu0~Vm(dC)8lt-W&T61SseV0D1C
z$Hb?ax0#gKF9dp`qk;m~qJICiQJUH+vU|e!M`Pa7O=>G1`SZ0qBYR~?v#F;dKqqn&
z)Jyf=dwLbtTDrQj+#u$^_4MFhzwUdyoU;r^!^Cq1oe=<h!1@3WV6JawYMRis0NQ{6
zG3?cDHhf3~18BSlm$PSPX29x33$OO`W|b_1!aRmvX{^$&)_zhT59k@*M@99-vFMD@
zbJYE8dP}EZ`D{o|MJ1>C1G@JB5OX>^bPc6(S*e4rU=ptb6&aZ|QC3RH9pNT;JVz7-
zKVXWYx>pYxFNBjQ;2TQb<=S$!4`3&@ztl0fN<bC>QkkvN29}vh=WJy^8o_1`X!v{I
z2NHxoc9u1P#>d5}?IRVG(q5gM`vX5fw19Xz0MZjpIi`M~{>8@6Gp=@|>H0bH+-HA{
z-~W`4O)=rV2|&sP5AWOw?7FbEYn7djy^;ib@jkI15zf(&o_VxC?qFxePd5O1m<sap
zjP*-~BeXLiRm4CRstRtm>o2@j-^XGjh7+g=iNBC>=xk`dL9kEnQ$B<_t~4SK?tfkX
zARYNWAtx?4D9G8_S(ol$^7)$F=;+YUvuh`Bgl_}YNzt!Nj*)pEshyQ8?bK4gKaW6^
zB7mJWZk3pIMu8o45`}klbw$2@Z4Q?(ADNav&fZNy?IH{1c>3f?wn`cxajf)un2o&<
zM4jaMkt1a>2$+oQmUN6^Vt3f$mn$X?Fc}-alF6&ElT2=Kp=ZPyXvdUNAX!bURTYJW
zXaxJTKL5j>1CQ94nZxokAM^PgbAew-WBF<MBp(n@CDbxGnVGww2Mt;npzDM@uFSSh
zRoq!j(k7CexizvC|F7EKJ09!4e;+?_p$Jzc71ER$4I{Ebl%3g$kiGZbC1h7P$(Efx
zGBQgdGEaMllZ<TH{GM;>zV7?}e!kz|<MDfZf7f4K&htIa*L*&Y=W!gbv%n0Gz<Ci<
zPyvEjaYN@z+s?4@<zK+4&Az+?WUH;!>65T@PnK(c8rBWz-Wq-C_h9{jNgS`8|21~i
zq8GouA;q(7GqZD%j)EOtKo_6?Gfznh`2+<u`9gJ`v*s(eB-VcVMCUs6;YlqKiB~9t
zY{&A}+H4A%tvp<4D-}YQ6Rn-%foE<&cY{Kq(fWJp5<|QzxNLo2R5U27y_{@2wWkxA
z$K99oUcgaHe$1^S3ZXTu!JSeIwGKJX#pF^S&i9=R6aHsT0&_cgb!8=K`Y{^aw=`a#
zvQH45S_g}}k&#i65X-_)c?2^Si#0Mg$lj^kczIFeIqO1OVlA{7gni5h?^Z<ZW+TK2
z_1hxrLj7hiLD0@VmIw@XG|PfQl2K7C>*--t$J3cZtP%X5fHfUA^p_AzkzxC@?aQTO
zBN0t>*`}DL`Ot1!U@W^83bQ}dgA@;l?stDB&zYLc);!;BpbI?rZ|gxM?m5ve?DYsO
zlacYo?j=l9vR8PC7?vZr;NsP*KE{w>9I$i#8%W&x{J6sL;fL_ZRcWK$A3uKhkkN>V
zi2(`bRW>Fx^dueKFhnvRp{vge49Z{vMz;1`dYi2?2c6n=E1~#DX$_>0)X3AnYG16w
ztN<LLTvqiKJ$+qu2P6^CB@X8FUU32O)j0!LjQ+E)8w+U%L*Dj$Z!Iyi(jS=lrw4#C
z*`#Z*NWxQSX7|rp3p@<HmWljZ1InlWeFY!o(=B5;AZ&W!!I};Vz(1=bXp2_<nSQWt
zPW^MUhI{C}P6gSc`}L}Y#xoc67H)=SuPXohwJYzt7-$9x!iP!z8J!K*RmEGn`^+F`
zjyc?;i6*W$-MV=bsw05Tz=+%$au~^Pyeb_9g;ruBqK;2L+LQV;@kby^g>oJ>m+8hQ
zQug~g1rL+N-n@CU$^;2<P(XlA_~GK6w#&D>itTQ!P927Jg*-(3-o2v~QlUd~ztY3z
zn)mKDnhQ^r0^gq(<qVaCKV-my4T_|z3=CKjAXxz!T$mnS?@)AxydKcjYUv7Z{O0UQ
zki1J2@x_FN$*I2wHZ7E%fm3}o)CkClFkE5%Ms(w)k;&2ky#bJg)2R;zK6*Zb5zrD!
zEJmsn71Y($H8f<(-}a_%d6S-otaGTvr$8KMY4M9f-u|Qs4iC8G#aUT_!$p8S*p3yQ
zm)H`gb9#P`Ap5%Y#C=}jt=GTujIdV$HX=6o-EW}3{ln->P3W)o5L9!=g{v4cj=VQH
zO_-f$4W+ykbPHXuu(pnl5m)O0DUiN7(x|El!*m+q1oGV#{gCK+hk4tj(Box6^dlAr
z$rU^0h5zIPCL*d2nRtO%mzx>K|Jhp_o?!lc!9zQ?oh9so;H>Ya%U^x<=RJU(NpDKO
zyToZ`{TrHk3o?*=i6??o0p3@;tE!FL67aT}O6GjXLnQ3~w1PPjn{^)-{JsqYppkqX
zVzsCINwKUN6_0L%bKh-(-|>Sx#^Ru86h_zuOIuwA(_g2WtfLY^!FhxRn)Y!NV)dcZ
z1S=LsM&nR=aW#wmrFr^9y6(FE{sleme1TFmH8k5!*d;bL8E0b+ihqXduR=b4{z}<+
zf$qi;dWy3*MY%Z9n24~jHU`5w|5H$NXl`oCR7eZvX!3<=pLy<I{J}x@9Q88cyU`eo
z7%2=7h)~|YPkf#9dMJ9=D{ScbKz26kc>&kkW}n<OTj+>`S&11A7`tA0eXYw-@Lrwm
z3DM7l&;;~7VbanVTz8|B8T<|qU~G&9umeL=IqEl;(7`i+AVj<1zqo|qwBgy6eS-J<
zq-pheaO)6q0B_dS%`Htfo^7ac_TQ$lJEkWA;G&~yN4sbcvE-kCp&=HXV;=X;S;R5~
z++F^;fRTyG?|k%Q5xXmy!+#F~-;w5@IS<=#m)}W-jqhiL@_~Ij4<ser9je=8hh6mp
zhJt#PD~})_0V4*30dEfJDxIg;-;v}VXqp(VTv@EW<#`ieTnL_BbDu>W?)+bXT6=jX
zNZ!+U^G8w$48Udwru3tSfvME~&Xgc<T{rJi*SrGi+xHx9Fls`AyxJ{@O_tPb(lMYB
zgX$3ooB|f4<U|f1*Z{zW;Qo#cgySzo?g~IyJvOFYMRT|L@M5p+#aapg${HyKP!zmw
zTec7mJR9sfxE2pGfSVwmTA6BH8Rr(lJ)VX16_}kH?H|BS5mB+e1m+BN)@jy97x?N=
zj)L+@T2j(wp>iGA^#7zAD8!-#N*?kG3QRqrK|x|fRgL%43FNqYi_K{EE(C%J6LK$4
zN-?6vBaonMe8&I3@o)LTkqZ+7`5UC(s4vf7;UUt^us=|NhjvDs#;K~mP~$ZXC{<|u
zcW>W*GUXyYuloIDH0)--1s5ovrw12mkU@-m?C8-a=T(3CNz2NDBKH6QV@91Jf|tIn
z>%<A-C@e82sB#60iiFOq9LRDX9cV2MZUUlG4gM!jo~$0{jBZ}_O9?Sq7_Qu2od(Y&
z6p_~}Jn(+f;D@2a=BDiB<+aOF3B&&oE6}=r=4?$N5XTghmBmJE3qwo*hq?q3T?<l_
zmM*GQ7^9*F_Dp>Y_5jzGmJp)OfPfjQ6~;}itp+2W;-KUlrb205zv&5LoUS9Jq)D=@
z^JaLc8}K!z25U~(fkfkbOG`_4QK)KvKflCR2mxs4CEh3if1D&FB)#lkP^jAo{NsBJ
zbsCaG5cR@FMuJyCe($&@Vb|Tu1VI$PzmG~E3lX=+|MB<#|6+EK;endn(ek(Fk@;xN
zQwY3RThN#^*ieay$3MoR5bv4mA7DZ7UxfcYHCBI@_$_5$8kIqT!vR4}rLUd5V|25A
zqczDgP(P5X4!nyX>)B>YaRd)4j})M5-8e}956pH@4hVytx8+#{2x5*OKMr}lkT@cV
zmxXRXV<7%H(5N5S9ess9P+0ljiP&jvTaDk(`$qkJ@}vlw4pAM9R;I5k?j9BL1!TyD
z<5HpKD!yXG#zGJNkJAOTwjrs?rgB76kew|m4F`N6o5YQt16L}touy=%bOBqMMd}9Y
zMWQodcM1Q${kts%mWHK>!Gv#>BsB>Go+S_$v4N|AaJ%N_-xQ69-cv`~%xcuYOfCX6
zO5gMgud|VQS<A@C05v+U=V(DX*ocX`ZsH>5BohbZ$mmu`K7a>OCG{Z}I>3gD@ptby
z#cDw{_$0!2jwv)3X;Ktf1NG7tbXa9$YinBmZA9RHLk1DJi+bIJTieU6C%6lbtUP?K
zP?Ct4hqajr^*}S}z^tMi21+xL9(6G6KS5J=&qNURGC5EHS-xw&`>ulD2CiE_dZ9}t
z32roJ0(<#ivy0-b%!#vSziu5%)U%~&y8~Z)ghrp0uJ3y>h?rDW{UssCaFmSfR6z`;
z-Arf!o@W96SO%Au7r)n9_0TYKK(O@k<=-=0tLz|IVh3LZH)P%&_IcG`Bo9^mUc5*!
z7ukP1;0a<6uX%58@Aibi^5F#4-gA~PbSemtjvd1D9f(L!O|OMk?}4xBfK2GT$IcQ^
zswYi4fH!O;7sqKrwf~GrE-CvrA$Xt@>kj!lkZx9dO|Eo4;TSL*^x2w%-~c?nHuvzH
z!D!e8Bxd8|<FH~l1CcP(2ZzHgDMeX<R1DM{SZ-QS06?hlJ-WB@2MP?;UcP)O<SR=2
z<$UHx!?J-=GPfegUNSt!s-EtT49C`pKb&wuY2FpQ^f%j6+KCHz1bCE$N4eQpNUMAs
zy~61;8<<$i^YHQTzaLY%aMTx{=NOUPr&F&9DNpiHDPDLk5<mBWg@xJI6YuG5T8nWt
zfsl1s5@%kep<AK4&Z#C_>${!4va+&kwhneF?itAsB*C(}AH;nRE(_FA?59vD-P6HA
zsvr|{`(w%bG+Iz0LiT8TX6F@NuPNYufWfYMx31H?1QTJ7m^%(^fb=73zlb}EYRWuS
zbwMQn#6<<Hh!Z3TYc50ZyUIS|QnUIJS5s~^PDHo~9N!IgTgy;b=^ZyPnX9X-Zri_>
z>hUflu)F%(Q2(_d@Yf^^<zYa1u3zTvhZL&VVx)z;^2YM=vi<zv*YkLu!H}T2gVxxU
z8{Y;zl?ee$`LfW!uLJ8T;)clXS>Db@bxrm20!>Y#An@)=Psy->$(|N~`GUKvC-=k2
zh)Qjz<s~FYJn#muLHv=5-l@W)eS24Hez45d0RN;2#%l<8vM-~e8a>cnPZ*n!o^Bcy
zSpCkiJ+)3U`fPR8cBk6L??Tf@b0B(L-S?OfNKH>qPe|~rJ~kg3AMXL&RQFsITSB51
zWFf8*_=PaVA8Tu0+9xCv1DvG0Bjw<Ri02&}p1Rns?}EG*Bs+N`7|7<LxyhQBlasHw
zN1)h}_G%rNuCsun_IDqH)>|A+OHJ14<THZ5?-?7Sw+VVJ*vpXUw%SS)K<n!5`8#P{
zqJSm(2M3$CC47YL*<5Enik=rb#U`Cny1p{BZKUtX8UbF~bFP=09OioO9&N^ek`w?J
z<|>Q&g2B{xsl(k*A@mA9d&`FkLeEdtD&S;RPpkRyomHi;qO#td*IzF-(Su#josouR
zNGl*zjnT}!_tn}vU;qT#0RU?6^fTYZxWomhl=1TAkx~d@B>zH_+shPIfF=r1S9ntw
zaL{9W{9!dfb4Pfy@Fxh7RLiXCuW=Z*X#u%Z(U(dr@XW_u+?&hd!M0G12U=`<dpn}=
z%ie?-9zx{Fg@uv4C$&KG>?jgbPby2CtoorT@dE^1FvXyd$YK;56-5nE#`#{zu|OOd
zXqHpaMAbO}W6B+3&8&X-Gc~8N?b?jeujL@_;dEd~LlKjjj!uT%r~%|v4CjObsII}B
zt(i%u@y~7_Ut<*naSr4^h}|DGwd$ishFG4<&QRX<2dTPo?dQ*;AG$%lUc?79cjZLT
zDgj8Lm<aJA%mvdF{X(0dBqzO7jhrWP-_P!fR*F~By>;kzjz!xnXp6sn{K7Z6Ec@v1
zrcFcdwE-;w>KU5un|h#c)xcmGxxnlNa6D{6H>mL-;$w-%mWr7eel7_gxg=?GT5U6g
z9@x=<7N4&x5JlQ#xQbCHjOo=)`Gt|{eUO;G^@egV$lNU#m`NLpVF)6&FkO(yi3d^F
zVctLu&Ol$kzwx~2T@k_9+hp~`<g^Kin*i$-`;(;%%S{ZirirB{s8%@MILA=;4PeOC
zmKRYksGrU#ND6F>dUehzzTtA3cqRU*R^A(={|XZAXowRm`U>h&v2!zD+RF<_);Py<
z;MYGdr`4vgvh3C-*7;n?60fiDQ+VYiM+xUe-7@fk(3;|CGD-(#@@X~umpG0t9TrWu
zHKj)8VyR#ALy|hQYN>atAt&ZoY=0znizn)6dwTuwi5^39Lu_BfZTUjItK8frfS3)I
zkNxdB`R%NrU^QeyZPu`H-o5*D_p%~d27S+lU2hkVMuTsWPcnPuf}OaV1h;-%ZnR#b
zCN>aVkt}|l(*lK%K5GcedT%Pp#RUqO^>ai;7wGwz*r!;n=41)G1(ljS&TxNQ^>06A
zposVN<V7QM6X6DHWRYkIXWgHSw&=YXfrDjFu|PfJ79`$LEBShAo3_vO?@KR0(nr4i
z>azD;0IWXM*7oVjs3(=cX#V`FUwN-b9v<Hhoz~FM0Mo^C!C&OM6EJKb(5Il|yI&|Z
z&rK+S!9KkwF3vIw)4p-uPvLx|&TzB!{6-z;%q=8u>65Ty;oqDHJ@3A8G1C&Em0Cl_
z*(u7ktFJ;WzR<|r*>k_5Tj>V_S2o?)XjWY;^JjM!`zw_qC;sUU2@DH16^5PyhK1XD
z{YSgVSL+mV?wxklJiR7Nqoj<xyFifb%zj5wR{MaQjpo?>N<iYNIjZ-zOjHX2U^rdq
z3aCHKLQ{41L4f)DsJ&m~04jXgY63WFIA|pMnCTAQ+xW?vYv*MD*=fB^n4rCluwu01
zEc@rU3?6?<wF@#8u70N|m~XW9w@QoZH*2vWi@M-shx>uOQ__TJw&So^Dls>i;RvW)
zuKxl91H<L-Fp^H3r=mg<E!6}Ie1W|U9aSd~2mWGF>VF4_Jha;Hp`!wYZP-Ox^*gdY
z0f1;kuFJBI!$B>(PVONr9354LV#8nwyTlzeGZLYo-p)}31k&Jl03QL-!du#qk+>on
z*BQCDw`aQp34IDznw%9baJ7IBK)<Tmq}IetOmy^YQJ)#_V`1qEvEuEX55~KnQ@cde
zc}#L{1-Pj6sMseu-H#fG0?_ReYzdjB7??Y_{CYYtgxCcs0<spQq0P%ZO0GBGGc2X$
zwN1}<9XoOS_}$B@(7r|uSY*~q8)yQ)M|$kou_H%dw>yz(xinS>kvDcV9rABjleE(r
zNoUNaaY+45PCvXWjI|{E{3A$FA+v`%AYkXc66k^$xevA=8wOg{Y7ptRcM0}ZN7FKt
zbUdx+ChgOjTMRYO-i|@0>$!GaTYl1+zIkNl;@@wGT(w$=I`@F@O0${tk;5M00g&=6
zKor~POsk4G+`RA&{r>n<B3%~_cM;t(RR}Nvp$OY9J2obXo*xUjBt&&MeL#v2uOK2M
zR0BcRCifr&EUDgy+t*86+|(^Jc@^>DLoPP)Q~bw=zO2Mp;lqu`N8jm`d%UW*bQnVb
z00WE^p*f$X90NHED@as62ek&ChJ93aQ`V=8AucwN*n;+O4PsEim<U`_-PN_iJ?RJ*
ztS@(EYU0d&k;<%ooLk_QhORA!#(D9}-NQ#%>y=Gje#;rpI=^94(G*djzT$8A?$fFE
zih_CV|M;Rzp}OmdLg}fqU1JLQMxK%~GUUu2Kh^-63~$xth<DEp^qXTh$cVqz%zr7W
zYbuU4$25o4kgnRniNC3i1=qMzR~In9nmA-ko|BcmBijx^RSt||SX`1rQo?XKS&rXG
zmTF9SLoSX0pASa#?#>QW60Yc%^<D&BK%v<H*ROd%=E2rkHZ7y<4qH>^N{vfClPRx?
z=n8FJRJgM(@8RgPiNQt5Y8M;vC#kwJ7iYVAx<JwqE`Ar}wY7WgxCMXNYJHtC&R7G<
z%>CEt!n-|6Wvo4S+!vP3F(w*JDsk*=8n)3h{y)r8EG_l=;y<RLSyLWrXlQ`fOfR8Q
zPS)fN77mK6)WtK_{r*)y??VymF;;`laTJfOsg4}63Q*B-@~*sNH72^{8of7P>g3c#
z=a}0^>1@Ulm!#h;!Owf{_xNhDZf3ZV$->y0P8IKO#&X_dm5#7^_*A@m^B2)d14$LG
zrdYaa6-Vx-wVbfo*3&A2k?LiaWJ;_p_11q5q-i|BO0YF?hM+(5--w-cfmJCnQjr<(
zRgG`fIU;d<POnod!k!iR==XYTHfeUQl?_cpXEO~j7ncbaGOhM2^NBbAXR|rWYE#8O
zye4pJKv|&swj-sjbat9%;f;q2eI4P=)|KPyYzz8jSeBF?!?AlMWs7a*-d-#aB8#m_
z;GWI!--=6e($XFo|8;3E@NuDt0HDy&joZM-GOTJE?ih&Gz?j4pWRD$Z=7<)~HLJ7f
z%$(jz!oI?t0ITHKan>FfUz4}q)um|<Fq2zGp<DQOqq28o_75K3Jig9*`0zf%sMAA}
z%Od4w<hiWb$4E&PlmX<7ZL)6G(O)H(nsW&=n5nd#>3s0bI$uQIr9+CBi_0G5sa!qw
z^^C;1PK{jI(x$lZy3{rkwI$j$<C{5r|JflX0tW*}+9WIA!*;WL5Stq=y&88d+nwb7
zr@I&vy6PU-b7M7_n#HgcKe!Aiek$8o>On>(z7?khjH2S@>q&3uBXCjm-+r8n>|IY!
zBmC<xT|K?__WAzzvmp1SEL5L+NjVVq*)|HazVFM5?}+VgTQ7xia_5KdYpI)(R2H9V
zeORcULKho+xMa{8lu6HiZ*x8vC)a{G*9G58Nq?X2F{K|6UFqu>Ec|ko7;TQ_b<bTf
z#|*?gW{OsZ!jo-1@@lTgSP^&XOStO=TG1*1a@8>dMZs^{?_6)L632FfZmuoIV<mb7
z{PHA_CObj0fNb4*D)#m16dEgGb<$^=Q`=0{nr$delxNzff5!(#7@D+HrFi$BYpmR5
z;MB$Vbn3y?xtDPkB)=n}A=aLlhz%&L7y>z$1DE0r=}DgX(1*Fx9d!Dy$)|@>e}~t8
zettVDg=vwxKUVXgc0e6<z_(-5yAFvdKu{Z-oA<=Tm_4NHYNa|ZRt`{hdTg)}>Vtvd
z9d`XPPJlF<+E`^}WF{Ssj^6xNmNA52jV0B)L68{NQbJV%M3505-IiBYApU4rI8{T)
zL224w<o7#?DTm|=M34KNWIh19GJ!KcyVrJ`ug$(Ds^;GG^t4Kj`uB3m$WsNh%#o07
zuL~A`yl|RbBbgOR-5?`(+uvRP?}QApJo0ne9#jN@#kyZ#LukKpx@O4mG(>b0>tv&H
zu%ZCBZRAZ2=qGEUL8lDluT6Gy%gpr=4-WvkU9mJ?RXpQy62zk@w@m~W9y;<3_7T1<
z?cjg_2(PI3>B-FtJofiM>lJO`a2Y^$h^<2e$x(Q2-=Uv(0ho3@kK~(PK0vfXXmaMy
zv#ebMXhN!79H(L(Hj?n<64{+dthXW-__drHtlPv!B3q+4NvrQTfDrR7xUhk%#fsTa
zCR-HbgbMq3HYh^3e8l$zEW})^@y<e^_zLLL58vjhz9-pVsAz<=>fXsQu+Es8m;i2x
zuZ4E&7F6vkL3_q~hWAQ+YXg2j0=wB3ej1zAM8ol_a!)>hsRohEH8!>qoR&ljNsb&D
zRe3|e*$+GCfr2?hWp@OGXK+(cb=IHHsf#Qga6Gow8brgbQRVt(;nD>fU7ihm>aa~E
zR12Uat$>oS*CZTM@-!z9Ab_0~<#kgL?*rM!G30B<8s!LoaE;!A$C6%W6gl<(a>4x!
zpb_l8rU@%^z&iujnNoxGOL=>H`zKElm*x2xvChsaPDc}jO7JvcKr(@W0vM$+jThWx
z#8RuuF7#*O5Bi!DRDp4K0Ya1nBYm2Pz67Zz2pphkr{LrDnao@ep2W;@75Q|pDB(>2
z&V|0FQE~hF^*ku{a!_FtzKKmFBqV_QR~2)On|Ls7qB$0*3Mm6^H?u#6-V*}e&C4#3
zu&_(aLn2gS(i2RC1E>7PWw0JtUPCdzCC7r3R(d)k0!3ZJQdgbuRD6lMkiWl`yZ`pP
zBd9>}a4^+gy?OIh1wY*o>UFD+FG$yCw6;|jNttX&pyXkF{v3Q>uth!wN__O@n)qqy
zp`gxZ9P&Y+FMD{t8m#mHjAbY=fEf=PHJ@YNYh2N{YBHp28q6S!GZl4T{>lKjSm_V&
zgEuvn*&oZ{Uc`e-X~21(NDnRx|78B=Gti@G;N|!a`~$rt&`>O~qk#{r@X+KR%txv!
z!4e<^Cojdy#f2fl5t33ZT0|0=h{(&yEdtqih3sd*w-KlG+Q_njM|rJ6cA(~{h3Qdl
z`TY|F{E+eQz@*^94nT%h-Kd*>)?(;`lA>Z*OpFvk5yi;uYY(SxIF;nf#6O)uP#Ty~
z9F~aXKSaeiUn<Mcv9U4mPJz7M%fjtz;>wwNmF;7t0O!sbRsd7`4v-)OUwYyh%9jG5
zv`2lPG`60=HLKN==3>)#I_dzZJh=m{-+c#FOMBb$0t-t(H5e>SEuD#<zBQ`RV9ltY
zswxr699S0zA?*jSK3nV&VgA8KH%Z_|G)Rsn*Lxiriex74-%ufuJT{Yv3!>yD3R}9?
z(8^ZN0eHwf!Uw}*H{0>~QlP`Z4Y8W}wb0ZONyhfEGthz#P>=DX38^#zC~8OP)nB|J
zB@F`xHAfn(Gt1q!?X9hE3d(pIK<(*qspZpZu2kQa@q4d-oxOgfU~mSIEGIw;-D6O#
zATQ{IBL9Yoj`I&bjVng+cwQHpvdLGNLla0pYSLgurk2>w!V~{Oo7*AW=_7c<LZ_b{
z-tY0v-}l3?qCbWFJxXSK@$f#w^g4(4X)&!``kw)!!Qh_}nwcra^;gGBO^aJ}IRD&B
z>Lx8jcOnlO=jMRL@!Ef3fa%RUMFk5J+MdF}$vH}nueaG;GFKcY{aqqhrWpS`NUiop
z8q~{x0YBAaeEe3|npvjEV6Mym{N?cP8!&Rg;w($E8st)|u$#)5xbH0010Q^Idz;&|
zHxEkN9K@#}pT7^DCV9?lGa%(||McScWk6#Ywjy5N1didAD-*D=Nf@W5rUFT#gBTo+
zz8AI%=tQ$D6cDZz!wNo9YIQjiF+KvMAY(t!Z!*n~I7ub+r_5j-m|}iDX%NmiAQ}=l
zUceG7ZUvPca5(D$Jez}~2x`;a9N^L@C>T$@4<|hoPOnlesajUvvtg-&%Htp)lQ8@#
zXm7vd`u6Qx(e&K?LI%Tb#Zv1Xz^(u=Bt3G(u)oO2)s;`}!Ns9M1KIwEhe*-|cWQ^=
ztY`PX2oMn6#i+$%zeoDKhCKl5sLN7qfk`DTUXH&A_1D<f%K(0us#77D21{$%MG+q;
zcfRQeW(Et7SY;wYLZ-sM>9gTXiv2DX&Gt`#&;U27)FGTuZ(w3#0<rNh1`;69p|qO<
zhYx@E%!~5BWz{pXHZgQ(>-ExN#qS0QF};Va0xA-XWr+P>qc7-)-x$Pg0)@~hMZ==K
zf~xUU&wziTK2+mc8X6L`TA)V#Fo{U7Z1}3SY+GiAC2nI{2QXNfk*<fFypcehXnXkZ
zIaq(bt}3}>3Hxod^<3|bd93NF>PxE)y#_TGV20T6(jv4SpHszBA}7dRaP&UB+0N&c
zO4*ov7s+0;U2T&<vb_)MIUpXLsi8Rk!NEb8$W{yfX!rjK%_)^VNg;M|US-hRaZEz5
zxn#BBHrt(_eEuN<TQ3S?)E;CPne?y~XZ5I2&X^>sTh*%}+xz7EM#(4+1<b73rC)zl
zMv<rl$In1~lfMQ#bkb37H;1<Z2sxuA@`hKJqCm3`tFMIcVUJyn;LtI2)&w4MZz~0K
z))3I{V4sLG&WjqPt|T-1wuJybR{^<9E{l?8XaX}tkTpq&Sb{S$lnF{5>R1_oyeAB_
zQ6Tdek$-lVde^qiv81(XTrlKU{&%!+25VJ{_!p}_qp62-1}}nxCzapPXy%p}YLMdm
zXU*zN2TLDTVquT^&$o{eaEt0f=W7$5Bj}-o>39yv?U@;_Q4s5dKW8oBO{=}poUU4I
z`Zc$b9Y(g#wYB|f`R*TP=@T){PcX28hhKWhFNJVtv{Q}sH(^-DyZ!2evL%4Q1)PCc
z*}@^gGijV__KD^sYxUL^)32=5?fac5JMm|}GA5bRHxIvcxE98eQx>ib>SWlN8=C+?
z`{y0g>MdAuZNOB#m=EUGmM$;zS_mWP*%9<7KWaw63!3<FQf$EB=eWQIE@TJ*jkva8
z8-aCEFrwY@0}G%9{5U@o4(=i&vZ$gqa9Ds<uF!}r6IKf2sP_Iw4+dVxMXehO;jj+O
zsU(~A7kzgZ{JDxXU8neBByE0r%#S6UbEM<)c<Efx3S&CK#`ZS$GeWZKygKH<7gc!=
z6s9WbFxL?S8$V#Fs;W8VU@P7fs9T)OXZX>jc$?o{nc?cy$z@!VZFeWJwT(>%zMGe@
z^h0n6=mJc6weGa0WxRf7Z|2&+2EE>G0S)(oYt5`igJ8=AuniRg+vq4Du+2`#0c>N^
zmh24$0&pn?Ljn*z`ze)ze-%`*jdHM%<`)%l9R8+NYcN;kATMYnNsHGn_qd+Zskk7#
z@)`Ym=$CgmQHH6(`7_{LO6A7z+1>kFN<^>PYL54oe}GyBGWc^80dS84ek+g_^0s?9
zxsSU%(~$PYjvLs?%gf_8HplQNWb|dLaRYJ+#SIY8rKE0QOEt0|{9d^pr}*eF9Xl@&
zv)k5jTWn7FixoPj1)C&JL4TXy=S2U~g7Q0&KZ{%lKV1@NvH=cn91;_|Zg~2p07LCg
ztO1hFl%@SEol#kc``lbSB>CsEO<$cJI~Xk&E@%Onb%$nNXOK;oHllgNNi2j8tTj%;
zyEQc2$K@6{0{fQ_?7i$jNyg{A$|!i>(*S0t|7)NB+Ik`GiH(W*7IJbFTn5o#r8b%y
zG@ZEO_$t|r=op--R1P!@mHi>>#R_oL*?V^%Kek?N;^!@`zjS#9`GL6M?93~u=$Qt~
z1P)G%QMq>lcI}IH@pzZv<Vz`e`PWkxON9Dg0?#4^KXyO9HYYyWUjhW?zO24CAq0X^
zTj{!aQ&8XYBaoV1#y%h2bG}a)TVLy%a2R#O0Ydu(_Kh>I_>G{@y-=}2?m>U$dCT|>
z0jxnyCBWk1mv2hv4eqJP31PPvs^cNj)Fd#1AK)3XcGeOOHd2&RRRu{{SX^9ibZC$b
z#EW323R~@BHam|k-S~!aJe~stp+4ZqsQ>X9Ayn7vH1Vx+K|d%_4wnIOv#Q;VkT=8y
zo!Bb01|{eo7%d1<*6V)3G^F2)nNmJcug0<y5=IfjB%1!y589oihRw3N4H9^fOu$fX
zQU&j}*Z+lt;omci3rN*`P10O$a+pvHisLHqW)i^NfJ$$p<XVE%?DS(Cy(j(<kt-yY
z$%<gWbM|aTU{hm43=mCDo${`>KN^*;Q)JvV12iH%_Hc6%6GQ$FWDRf{SOIu(%7Ul*
z@47k2<^zE>o=ajm0(&Z0vVIwhv7=E<<t&1~U7&y<e8!7HAR#}pxy9%}>+q5Y_dB8J
z<WG+W*Esp##q(}Rh&qw<0LqbIOjZIXWg+ErsLu=oFSP1}&^;(<bv|MI6z*X}rg>C|
z8AA9+rlwgpX+sfXV}1SQa7a015HfYQ!I5i81D<op-C(cju#E{q%sK0SN{*7uTmjcI
zr~urAp97(-_3ThNH_a;u1`vOFLx`{&TYDi}*g(On2f;Z|P=WLrh^V>OsnlymwaO0J
z9DH&=7c{yYjG(eer#wg)2u7gHK8^6_iExm;)<Q9oTx3We{3KmH@LvM;Bv}PK)!e_4
z%b@`-`@VhB^Er}iL^oriqEwH}3oU)gU4GnYcF44VN(d^Cv_?k=?+Q?<P{0823<NTV
z767y_ks}%4ccE?~?4)yW#)BC0WjH*!0nTX9GJ?axW+K!vHVgQkJfI0-y>{nLIh^a}
zl+j`hSs^n!UQH2Pj8Q)9@y}(iallytioN3*Mo&ukM7alY1#tDFnqqB&cpe=87muM)
zXgC8RE0~`f^QRN@(1rTQC9H6X+^@l2aFYLZ-+}}=L}C1F0Sa(6IGn4u_mRX>TU(o_
zHR781?b`$ko+lb!YIGj>0Y(T}1*+K`cafvHkPC#~0ODTA8sg{o5&mM0{N*gP?R0lG
z4bT`~9&lHT+TRlD@gV<84(%}i#GwW#XQ*j-J=@r=`MKqi!qh9QF}EE)#_PAPZ!T|V
zEQR56>zgS@mh**Ahq0OLJo{|d7md_tH62lXaGB%&-g;~xS+uxxaLD7Rt(LU-sn`#?
zaF}AHx>X8AL|`>-Y=y4VTp(IJc$5n7C7kS$@QlFwUM+)^)2tW4SZT;uExpyy<VK$j
zaMHdy96<pxfj5UqspQu~N8N5qdX#9&yVQDAA?@HS5-L<G^kFH3o|5r$_v5j@L$qTH
zelAQge37n(djALy3V~VV^c7_0pRK9YeLPoZthZvYAH&K06b|k}D*dG{u(DefPWsjI
z`g2M)ma8rHSPMbD-m~21^tC?AvG}pbVD0AD+g){~XqycUd@bNh<$VAJil5DCe*#|r
z@TM%i%*FkdyGXI*!{g0Oi}_xb;7LYhHj`iH2TF}j!r@)t05eeLwpco0#VCF^G5F*9
zDHKwX?`l>peMAdqd8O+tx)Ii7!QyI%J$=O=&RQX{J64s8LNKZ<^Zp%CD_RGO>5V3V
zldo0$W;2z0)6BNF*MkV6v)Q-GAAPjS==b3??pAl0XnJSHV)SnhaH4OT${G@GXY963
zVT|Xp>$+36UwT2=QuSTl#inKC%diq7wN5*YugeX;&Z$g#FvC}0#7{nbt6OFV$5CB@
z8hd7@A|`i3YhOo}Pbm#ts$}ieE4Qz!p-VJ&tpYII<j3B6Ywp_{&a0d@(i_82d{Vu~
zFW-~9?NQZ`!rql=XxiCX{XlN9xY|Q=zx@j-*UlR*kFAL6REK){97C%10`py>Yv(<z
zyTpBauSUgxS+<)UY2n}QSfJ)Gmx#7?oJ5;<s1M{0Z`83+b1hjc8irmRXDAGpxNcIF
z=@i^}wei^`+Qd9FOz+OG_s%oZzI5)TMnI%n*!S*k<L3Cu>yRdU<QQrE2WzrSF?Nsm
zyywCGEry?0pXaYA(2*TU#zk_c7LY{wX7`z^5AX^c9Ib<NC2vn*jCGITl|cFD81ZIx
zAsdt8xUuY>fa*T$<zwEoN|B-OotiXT<rVjhzD9>-6?U7tjy@$WePerhAEl?EvGUQE
zZlV9O&VGKgrmHx6#Dr_)=8{2C+kRJj>oG?^s#SrYI^)52SzNInCS0A^rWU3m7FbE|
z+a>b45mie$$;OY|&O^Iyl{flCE%4qJhjK(=_W<S;uW)1MtEH7698BWV$v-@qKJDje
zF~zEM6ubI=FA>;z?q*#b`9v{3>aBh=anrBmp2DK9weRWBD-Zg{C+ccju*M}7{${fq
zi=Uxek<##tdaHF5E%vWh*A!mz$tC%`Hs%=Do%L9Yj_lEAml)g;&<iYhA{t$PPM60_
zU}4B?#sLj9^>b^s2C9%QP-TXVaPX%*xTY7raZz!q`SE&Ooq(e{t8_v*8Rv+dW$+lj
zM>p?4L4oBsd80K>Ps3@8>nMq`#-4H8%Sb`#C-G7z4U1pPn6;<InwB}ua+#v}OxNm}
ze||A${;!u@&d3~2bfQZkWqEJh^F%N$rRI^#MsAkO$i>`_PMiLj_t|kpvfH0WEN##^
zrZV2bH{R*2!f@?keXBQ19%~phoW_(dadh1=f(|dSx$l_L<8+zs@1drf>qjNu#{Wzk
zmUHd-$m5T0iG4o|=UbJ}6egS~VV10%Oc9jY2~iOn9=P{?q*vnUQmH8lMbYv=^sb_v
z$a}->&pYeZXu_rB&-OZ;;a;|`j@p0bQ;q>oGpkpW_>0+a$ENalW6B(9FOhJPS3mDq
zqh(Ht+F@AW+=dFtS21=!NLAx7AA<E>52s~tCl_ed#xup2?q3(P!<bjEpEf4mbLTr3
z=Pa`HIBklNZDL5!q!Nx{t5s<Iv@*Y2@lilwf#0&B?dz=-X7>UOj14l52gP{=`0@cR
z`#p~NV01Al)PH-B?0wCHKRQOOraK^`7&r08M|y|hnq<@N%vgm(Nmth9g$Ue}?6+5Q
z8?@E~GPuu|81gjdtu%UYkF0DyWetTPYZh6&eq{UF&1*eiLKG#tuU2{a-O4x5h#x1@
z$t&;Nx}{br{-5v3Nk+|`Vr1JAF=gnm%1^8W=WlVs5+oG9OU)rQq|o5@zkTP0J+~f?
z-IUSIu7r!GDUrrbxWbyYdR0MKS;Y78cC~%1&~)W|Ne>k~Bz^?N$17XJ?e_KjEMI#&
zt)p1~V<|v|@lEokk*SDtz=>CvnqeM4lc+qcJoUaWz))N<Y`dn*iM48WgSO5a9G77E
zp!9FWga~f7)lzVin|^`wx7L#4=B1`ibrf_32CkR7;ie6E9D1F9rtUEo-y!y`2dd$H
z;1emUWUxl$$VKvO+%gLu;WS(N_T=(myMJ(u-*cH8{9Giz5LN6rnK!<)-g}o0*(3S_
zTsL`)f^}M#%2Th!@tDq>an-~_I988_cIqCC-41>xe9miu1%;GFGJ$63VKP;@Kl=RH
zr^Y+P!H`J${rL=RBx1wz<Y=28W~uA5YubSl|M#XbI=@pV$rZDab~_>IQQ?HUoz>PH
z52)d<-#`wegz`o84VS9hsqh)=NZ$MO^cM^CsH?CUG8WQvTeO$+jO7Juzb{x@$u(g3
zHoi^lSq3r2Jo;5sT+B-1?b4)2X%l<n+h4J%0B?CM&>rlgd1`O+ubMkW-TsX1(3?B6
zy++v9c)?Z&QWO?qDMib?AHC^*3L{&i!{hl6S>-WR<$B$N&!I@Pd=6g-j#Nes0|we{
z-oNZT82GhGeq^&~?zk>vmFn=YhplsCG*-X)W3%}M&`Nmb6i&6|x*I%(&?94os_rUl
zkuX@g{H?O3kw_{LVb}7Oo`&1(%l>8J^AJIz?lfAvpF%~_{hy*d6yV;dv+yHpAb!07
zNerqN{zn%=#k`_}u%E37Y6dkiNT7#_jeY#+QF?`<0Z(?CLwE#AOBF7bWMN`58v5}5
z#FPXEh)#kar5k>)LWu111dkqr=WT6mEl^-t5#i7M`wiflz4;EMB>`7v0?!yu)i8yV
zT<ds{<5=OW6FIrR>A3MPkRqpPk&%(PjrlQv{8ADvb618GND5>B3i|+$WUPaN*9kdr
zTXBb_*_9rJ3?<Yczs=+^Nvji7R8(ir`oV!)$VTpY6XJc=CMZY+z+WZ~{sKuTYZJID
zJpc0-7Z9m4H9@@YX$wDh*r2eFJh}$Nk@wMb=g+rRKhf^Abv40%L{UInv&|SfKjK6b
zp0r0$gu=jZT@;8?r-~AR>RWZ=;B|K5(g0v)`=R(ui<a9AQE*sp4dvgGN}gf_T5#)B
z&qwd@IjB)UV7*TGS^iW)JL(MdF4G0fJ5&%+4McrXc=?Kih8!p&H2LVc!#JGPY60I%
zjGzs=W-%BLV&Se4o`>}(4tgR%C<)IH+S^eafNEf$gzL&{BS|b0j8CLrtrSb*ETRh{
zI(X42Anp11`WEVH=NAE;7|6YR)}2qmlMT|RcQip5BeHC$=sY5VS2h9JG!U49xFBLA
znhz%|(9+UUQa%?C<`oJO3F<D;lk7G;D8_J5KROHFk2VxW%wme*lsIj_XE9WZ4G+QC
ze};)_s?(6Q0ZFuKB#@Tn0FPsmWWX2y3WFJ`3C{4EN0}u+c0fuBGK#lUNkD(@UJOTN
z!8$W44P1mLOfrn2mo8tnB8X7v6zx==u@^~tS_cEQ0uD=#(vyc#X4MlN(A#?J3{+WQ
z>@OB%WwBx&AZ`U@>TGX){DGt_mgLcHh=OsqKuSiI@(7M)2ww)_+ruOX`#sCy@3*uB
zZ@}RW;jiQ3WP*HPRLoy$!lQ*V?d)4xV#=6o43fXSkoDuv35@5A(`K^2o3(){CyB+6
zZ5T@lfcJLa+celytW1n*mTXqSiQRf)f>I=gq^dSz#GS|e`$ms)1;+B`#qp7|bc_nW
zWR9y)KYT5FMONaC=#9xbm+GOeiY^O|TSY`j>W{}<s^lC%w0;AvBfrm}M7!mdnpIWo
z{OR>kr#s6VE8LMh(LHL}c%u-mqskZjt7&e!-EZ`!v?^Wy`daSg%MVw>EeLBPE1dWT
zsZr)IVoIk5#w;|WmO5slGwU7>`!-dGtaKD~Y!qMjq->te??zd|fv`ev)KW^^@9dUb
zm8JHQm~+V&m!-w2ea^lDQmP^%q%?!qD5cJO1LqRDH`haedymdV4l%T#Tz{466l6|@
zDuLy0aCdC=bgo|I)!^xFrj<Px4SRF05jOKnk5{PssZnCcfy2ACZv`V~ij8x_@=3oe
z{~Wt|lPlLM8xH|`9t}ZiEzWxWBA~7;<0CX4-#-yn*}aqQnB+|7L;*?!`@-;>$IaD`
z#%SoLP35<U*7x}pA4K;gbfciY1380O<1s7768*%~QMI)G2{Vn$sssq`o%bPwNukba
zFv>gXnMJH|Xo*vhAsGq^J|Aba6}12PAX9PWYOJLHj}s5epZt94M?mAvrK(&Zl{KEP
zEoy>-S`f1F<-IDAVvNjN^-URbw!3kulDVs5H}%&x?!5a0(oBnNcmAoh)p%?jFCB{*
zwA)=I%Lpf-agubLT71qPJLsh^>a6t6DV}<@^Tm7pvgx50zh6E_{>e#A%JVy-d73Ay
zgT3zja?PG<Si5Y5i(#MSSm>;<_v%0X_|l{YXM9)IP~NXR&RS|8j%31jZ}zJ76r`G?
zB$iBOxSjTO`zMz6LS~iRllLyy7W(v1WNEfm53kt78L%)VtL+w?`k8Ljl$vYd_IQVb
z*OQvlq?6*^2xHbmRU_&W&6G2*G;+8Xa&<g*En|IWxpD@syggc(OrS4#|L=jF?AImk
zO97h6yR*Z7e7gf_zE%7jwcbSPZZ3A~uZCs`J2SEAGUfY*Q;x$Hf7)xxxmV7SgTzeq
zq&Uf>;Lj~A0ViF8I%G$*!;#D3%scjV7Dii5%nFot?kOwpqB9v^rhlT@v;d@6qS@ED
zcu#5ev&9LOp+_kyZv=|#)9Jz<C<c*Fh79cA7r%F0=84!>j@<@ZiHzsf;my@u@nY;W
z941<OPEOmW2MR4hZq6H&=||7%m0^i!%gyF=_|Hr3#w+&Q|C%bSBal1&XLRuP)av&q
z8gb+*X>`PdSkupIsn?GBn3CON^(Kp!mZxmqGNn=*F%vC`48P&b87>?x)qltD+N@G4
zuZ>L0liBUo8QGQ2X>V+oc$b-D$?3_e8aGv+B6LpQq%(TH2#=|HcC*LDZFZL2{dOYd
zzdzJ;zV`*&@kU81zTBw_8SGt&Bg%9++t;_P*l-e!buO|er+HGRM)kbbjG6CM`f2FB
z3w6Etrpt+EO^=r-%H&<hjG(~|L%EyOuF=^JefXs|=wT~Mar&lMuF+1})Z&?;cMn8E
z1<m&_mpJ5{X{Sa(;mfP5jE+k|Ft)$cNe7367D-Znv%EyPU%yk=*qG~b3tCJ=x><Ua
zSt0ffgMI;SYAh~EHZ{rkjI{;6M9OSl4#7!c>v%Ems~I<uC+2=A^Dl5+%XX2K3z|EX
zp$jdotGB%OHEce3zcu<e%<I2lUdPTpDct&H95qyhdHkz^z41)cukhWf9Ze%ju4=Wl
zJE{q`e(e4R;dQJ%nHiL8SDnK%WTq1Js(m!A?fqafES(QbBjIRD=5gL?omR|lNwTBb
zvB6t6QjFpsHvN`*V~&ciQd`uyY`EgAD$?p_af14hi|x+?muUtKQzCIuWTlI<-ks(}
zLS5-=uUqK->J$Fe4Id=Dn~OxSQSVKZVa_uU^Ys;Ls$p2>xU8e59tPXf3<q@q*(o<w
zzI3%KOUh1r*gxa^qxeSBqk7e+4LH?)8KN^avJ<%Oj@t)gcZzzrs+0xOO*2a*hUFI&
z9|zvgmEg>c#GU0e+pGWSu^O^U;l^AvJ{tVk*X~pypGYR2QNeKXy^|74U%u<zV5jr^
z@ULD{Vm9rhUw(5RKz(J#9NK-|Qr@~3tM9B=jHzUc%l<U%&_vkRvD-N+S1F|&SGJ<{
z2zE8KO*XqE_V$L&4Cz<~JF%6AOCGFj##9#X|G98AY#O;R&T02-b*lUOnJyB;Qwcjt
zRI*eeg)s-K<o|NX93_Ltt<Svw>l$iLH5X&EGpwnZZ;jq*9&_NXZYq&^|DeBu=>6{n
z5FmIR`7bY$%DNh#bDl&{Gx$PyW8a@|pd7|uj}KR<+B<~nNp9_@R=-*#`mcSX(s_4g
zF}c9k@=@_;kH0k^DK?Y@MBneJ@F^zpJPvV%UiXfZwCU43`wT^*dUYWzso&y1mAp`U
z&{;tTYyH9IbZh%(-;(b}b>_?p{ZCCJ9sNKsiYFSOoxgf-#W{-;H3*=z7B`DY_rl0_
z<?YYg#)&*X($6NfKse9+{D#zU1s!a2+z@FgzI0)A82$G2sOD{_<VcFJ2Me;!m%j%g
zLA|ur6)ab-3hX<N;iW3#=XZ*<2A)MsR*Hr;Bo_wLrO@j<*tu#oF>qO&Ay7ch)>F_X
z<hs&|b0s_;Trv}W{u&yHkJ-PnSGn=<YmyH=MZkmLS0CD#+WZ2g>B_ZN{B2ZPmJDXC
zhRrkz-xCRO!nTY;O+XHVLcN4Dfl(+SbBGF1C?s|HKYj3PpBEQFFX8>98orEra8E`w
JM_B9G{{tMi9gqM3

diff --git a/docs/pipeline_combine.pu b/docs/pipeline_combine.pu
index 6549857..b0ccd9e 100644
--- a/docs/pipeline_combine.pu
+++ b/docs/pipeline_combine.pu
@@ -12,7 +12,7 @@ split again
 end split
 
 #lightblue:start tradis pipeline compare;
-
+:normalise plot files;
 split
 : create count file for
 original plot and original embl;
diff --git a/quatradis/comparison/essentiality_analysis.py b/quatradis/comparison/essentiality_analysis.py
index 17174a0..9f97200 100644
--- a/quatradis/comparison/essentiality_analysis.py
+++ b/quatradis/comparison/essentiality_analysis.py
@@ -1,7 +1,6 @@
 import csv
 import os
 from dataclasses import dataclass
-from tempfile import mkstemp
 
 from quatradis.comparison.essentiality import GeneEssentiality
 from quatradis.util.file_handle_helpers import ensure_output_dir_exists
@@ -33,7 +32,7 @@ def get_all_gene_names(control_files, condition_files):
             gene_names1 = [r[1] for r in reader if len(r) > 1 and r[1] != "gene_name"]
             all_gene_names = all_gene_names.union(set(gene_names1))
 
-    for f in control_files:
+    for filename in control_files:
         with open(filename, "r") as fileh:
             reader = csv.reader(fileh, delimiter="\t", quotechar='"')
             gene_names2 = [r[1] for r in reader if len(r) > 1 and r[1] != "gene_name"]
@@ -51,7 +50,7 @@ def all_gene_essentiality(input: EssentialityInput, analysis_type, verbose=False
     genes_ess = {g: GeneEssentiality() for g in all_gene_names}
     if analysis_type == "original":
         for f in input.only_ess_condition_files:
-            ess_gene_names = gene_names_from_essentiality_file(f, verbose)
+            ess_gene_names = gene_names_from_essentiality_file(f)
             if verbose:
                 print("ess_gene_names condition: " + str(len(ess_gene_names)))
                 print("genes_ess: " + str(len(genes_ess)))
@@ -60,7 +59,7 @@ def all_gene_essentiality(input: EssentialityInput, analysis_type, verbose=False
                     genes_ess[e].condition += 1
                 genes_ess[e].number_of_reps = len(input.only_ess_condition_files)
         for f in input.only_ess_control_files:
-            ess_gene_names = gene_names_from_essentiality_file(f, verbose)
+            ess_gene_names = gene_names_from_essentiality_file(f)
             if verbose:
                 print("ess_gene_names control: " + str(len(ess_gene_names)))
                 print("genes_ess: " + str(len(genes_ess)))
diff --git a/quatradis/comparison/scatterplot.py b/quatradis/comparison/scatterplot.py
index f4b959b..9a0a9eb 100644
--- a/quatradis/comparison/scatterplot.py
+++ b/quatradis/comparison/scatterplot.py
@@ -48,7 +48,7 @@ def __init__(self, conditions, controls, window_size, prefix, normalise=False, v
         self.normalise = normalise
 
         if normalise:
-            n = NormalisePlots(self.conditions + self.controls, 0.0000001, verbose=self.verbose)
+            n = NormalisePlots(self.conditions + self.controls, 0.0000001, output_dir="normalised", verbose=self.verbose)
             plotfiles, max_reads = n.create_normalised_files()
             self.conditions = plotfiles[0:len(self.conditions)]
             self.controls = plotfiles[len(self.conditions):]
diff --git a/quatradis/comparison/split.py b/quatradis/comparison/split.py
index d44a903..cafe6d7 100644
--- a/quatradis/comparison/split.py
+++ b/quatradis/comparison/split.py
@@ -27,7 +27,7 @@ def get_combined_file_path(self):
         return self._construct_file_path("combined")
 
     def _create_split_plot_file(self, forward, reverse, filename):
-        p = PlotFromValuesGenerator(forward, reverse, filename, self.gzipped)
+        p = PlotFromValuesGenerator(forward, reverse, filename)
         p.construct_file()
 
     def create_all_files(self):
diff --git a/quatradis/comparison/tradis_comparison.R b/quatradis/comparison/tradis_comparison.R
index d677a02..7b3ab2d 100755
--- a/quatradis/comparison/tradis_comparison.R
+++ b/quatradis/comparison/tradis_comparison.R
@@ -119,4 +119,4 @@ abline(v=2, col="red")
 
 
 #write results
-write.table(diff,file=opt$output,append=FALSE, quote=TRUE, sep=",", row.names=FALSE, col.names=c("locus_tag","gene_name","function","logFC","logCPM","PValue","q.value"))
+write.table(diff,file=opt$output,append=FALSE, quote=FALSE, sep=",", row.names=FALSE, col.names=c("locus_tag","gene_name","function","logFC","logCPM","PValue","q.value"))
diff --git a/quatradis/pipelines/compare.smk b/quatradis/pipelines/compare.smk
index 64cd049..d940219 100644
--- a/quatradis/pipelines/compare.smk
+++ b/quatradis/pipelines/compare.smk
@@ -1,21 +1,30 @@
 import os
 import shutil
 
+input_files=[]
+norm_files=[]
 plotnames=[]
 controlnames=[]
 conditionnames=[]
-plot_lut={}
+norm_lut={}
 for p in config["condition_files"]:
+    input_files.append(p)
     plotname = os.path.basename(p).split('.')[0]
     plotnames.append(plotname)
     conditionnames.append(plotname)
-    plot_lut[plotname]=p
+
 
 for p in config["control_files"]:
+    input_files.append(p)
     plotname = os.path.basename(p).split('.')[0]
     plotnames.append(plotname)
     controlnames.append(plotname)
-    plot_lut[plotname]=p
+
+for p in input_files:
+    plotname = os.path.basename(p).split('.')[0]
+    n=os.path.join(config["output_dir"], "analysis", plotname, "original.plot.gz")
+    norm_files.append(n)
+    norm_lut[plotname]=n
 
 ZCAT_CMD='gzcat'
 if not shutil.which('gzcat'):
@@ -24,14 +33,27 @@ if not shutil.which('gzcat'):
 	else:
 		raise Error("Couldn't find gzcat or zcat on your system.  Please install and try again.")
 
+def make_no_normalise_cmd():
+	cmds = []
+	for i in range(len(input_files)):
+		out_dir = os.path.join(config["output_dir"], "analysis", plotname)
+		cmds.append("mkdir -p " + out_dir)
+		cmds.append("if [[ $(file " + input_files[i] + " | grep ASCII | wc -l | cut -f 1) > 0 ]]; then gzip -c " + input_files[i] + " > " + norm_files[i] + "; else cp " + input_files[i] + " " + norm_files[i] + "; fi")
+
+	return "; ".join(cmds)
+
+def make_normalise_cmd():
+    return "tradis plot normalise -o " + os.path.join(config["output_dir"], "analysis") + " -n original.plot.gz " + \
+        ("--minimum_proportion_insertions=" + config["minimum_proportion_insertions"] if config["minimum_proportion_insertions"] else "") + \
+            " " + " ".join(input_files)
 
 rule finish:
     input:
         expand(os.path.join(config["output_dir"], "gene_report.tsv")),
         expand(os.path.join(config["output_dir"], "comparison", "{type}", "plot_absscatter.png"), type=["original", "forward", "reverse", "combined"]),
-        #expand(os.path.join(config["output_dir"],"comparison","{type}","{type}.compare.csv"), type=["original", "forward", "reverse", "combined"]),
-        expand(os.path.join(config["output_dir"],"comparison","{type}","essentiality.csv"), type=["original", "forward", "reverse", "combined"]),
-        expand(os.path.join(config["output_dir"],"analysis","{plot}","{type}.count.tsv.essen.csv"), type=["original", "combined", "forward", "reverse"], plot=plotnames)
+        #expand(os.path.join(config["output_dir"], "comparison", "{type}", "{type}.compare.csv"), type=["original", "forward", "reverse", "combined"]),
+        expand(os.path.join(config["output_dir"], "comparison", "{type}", "essentiality.csv"), type=["original", "forward", "reverse", "combined"]),
+        expand(os.path.join(config["output_dir"], "analysis", "{plot}", "{type}.count.tsv.essen.csv"), type=["original", "combined", "forward", "reverse"], plot=plotnames)
     run:
         print("All done!")
 
@@ -49,10 +71,21 @@ rule prepare_embl:
         prime_feature_size="--prime_feature_size=" + config["prime_feature_size"] if config["prime_feature_size"] else ""
     shell: "tradis compare prepare_embl --output={output} {params.minimum_threshold} {params.window_size} {params.window_interval} {params.prime_feature_size} --emblfile {input.embl} {input.plot}"
 
+rule normalise:
+    input:
+        input_files
+    output:
+        norm_files
+    message: "Normalising plot files"
+    log: os.path.join(config["output_dir"], "analysis", "normalise.log")
+    params:
+        cmd=make_normalise_cmd() if config["normalise"] else make_no_normalise_cmd()
+    shell: "{params.cmd}"
+
 
 rule split_plots:
     input:
-        p=lambda wildcards: plot_lut[wildcards.plot]
+        p=lambda wildcards: norm_lut[wildcards.plot]
     output:
         c=os.path.join(config["output_dir"], "analysis", "{plot}", "combined.plot.gz"),
         f=os.path.join(config["output_dir"], "analysis", "{plot}", "forward.plot.gz"),
@@ -74,34 +107,9 @@ rule count_plots:
     params:
         output_dir=os.path.join(config["output_dir"], "analysis", "{plot}"),
         suffix="count.tsv"
-    wildcard_constraints:
-        type="(?!original).*"
     shell: "tradis plot count -o {params.output_dir} -s {params.suffix} {input.embl} {input.p}"
 
 
-rule copy_original:
-    input:
-        lambda wildcards: plot_lut[wildcards.plot]
-    output:
-        os.path.join(config["output_dir"],"analysis","{plot}","original.plot.gz")
-    message: "Copying original plot file to target folder: {input}"
-    params:
-        output_dir=os.path.join(config["output_dir"],"analysis","{plot}")
-    shell: "if [[ $(file {input} | grep ASCII | wc -l | cut -f 1) > 0 ]]; then gzip -c {input} > {output}; else cp {input} {output}; fi"
-
-
-rule count_original_plots:
-	input:
-		p=rules.copy_original.output,
-		embl=config["annotations"]
-	output:
-		os.path.join(config["output_dir"], "analysis", "{plot}", "original.count.tsv")
-	message: "Analysing original plot and embl file {input.p}, {input.embl}"
-	params:
-		output_dir=os.path.join(config["output_dir"], "analysis", "{plot}")
-	shell: "tradis plot count -o {params.output_dir} -s count.tsv {input.embl} {input.p}"
-
-
 rule essentiality:
     input:
         c=os.path.join(config["output_dir"], "analysis", "{plot}", "{type}.count.tsv"),
diff --git a/quatradis/pipelines/pipeline.py b/quatradis/pipelines/pipeline.py
index 2ef30dd..856dba9 100644
--- a/quatradis/pipelines/pipeline.py
+++ b/quatradis/pipelines/pipeline.py
@@ -8,42 +8,90 @@
 
 
 def add_subparser(subparsers):
-    pipeline_parser_desc = "TraDIS pipelines that stitch together other tools in this package."
+    pipeline_parser_desc = (
+        "TraDIS pipelines that stitch together other tools in this package."
+    )
     pipeline_parser = subparsers.add_parser("pipeline", help=pipeline_parser_desc)
     pipeline_subparsers = pipeline_parser.add_subparsers(title=pipeline_parser_desc)
 
-    create_parser("create_plots", pipeline_subparsers, create_plots_pipeline, create_plots_options,
-                  "Creates transponson insertion site plot files for multiple fastqs in parallel where possible using snakemake.",
-                  description='''This pipeline uses snakemake, therefore it is possible to customise how this operates to distribute the workload
-    across a cluster using a snakemake config file.''',
-                  usage="tradis pipeline create_plots [options] <fastq list file> <reference>")
-
-    create_parser("compare", pipeline_subparsers, compare_pipeline, compare_options,
-                  "Calculates gene essentiality for a set of transposon insertion site plots files ",
-                  description='''This pipeline uses snakemake, therefore it is possible to customise how this operates to distribute the workload
-    across a cluster using a snakemake config file.''',
-                  usage="tradis pipeline compare [options]")
+    create_parser(
+        "create_plots",
+        pipeline_subparsers,
+        create_plots_pipeline,
+        create_plots_options,
+        "Creates transponson insertion site plot files for multiple fastqs in parallel where possible using snakemake.",
+        description="""This pipeline uses snakemake, therefore it is possible to customise how this operates to distribute the workload
+    across a cluster using a snakemake config file.""",
+        usage="tradis pipeline create_plots [options] <fastq list file> <reference>",
+    )
+
+    create_parser(
+        "compare",
+        pipeline_subparsers,
+        compare_pipeline,
+        compare_options,
+        "Calculates gene essentiality for a set of transposon insertion site plots files ",
+        description="""This pipeline uses snakemake, therefore it is possible to customise how this operates to distribute the workload
+    across a cluster using a snakemake config file.""",
+        usage="tradis pipeline compare [options]",
+    )
 
 
 def create_plots_options(parser):
-    parser.add_argument('fastqs', type=str,
-                        help='Either a line separated text file containing a list of fastq formatted reads for processing or a single fastq file (can be gzipped).')
-    parser.add_argument('reference', type=str,
-                        help='The fasta formatted reference for processing.')
-    parser.add_argument('-o', '--output_dir', default="results",
-                        help='The output directory to use for all output files (default: results)')
-    parser.add_argument('-n', '--threads', type=int, default=1,
-                        help='number of threads to use when mapping and sorting (default: 1)')
-    parser.add_argument('-a', '--aligner', default="bwa",
-                        help='mapping tool to use (bwa, smalt, minimap2) (default: bwa)')
-    parser.add_argument('-m', '--mapping_score', type=int, default=30,
-                        help='mapping quality must be greater than X (Default: 30)')
-    parser.add_argument('-t', '--tag', type=str, default="",
-                        help='the tag to remove from fastq input (default: "")')
-    parser.add_argument('-mm', '--mismatch', type=int, default=0,
-                        help='number of mismatches allowed when matching tag (default: 0)')
-    parser.add_argument('-sp', '--snakemake_profile', type=str,
-                        help='If provided, pass this directory onto snakemake.  Assumes there is a file called "config.yaml" in that directory.')
+    parser.add_argument(
+        "fastqs",
+        type=str,
+        help="Either a line separated text file containing a list of fastq formatted reads for processing or a single fastq file (can be gzipped).",
+    )
+    parser.add_argument(
+        "reference", type=str, help="The fasta formatted reference for processing."
+    )
+    parser.add_argument(
+        "-o",
+        "--output_dir",
+        default="results",
+        help="The output directory to use for all output files (default: results)",
+    )
+    parser.add_argument(
+        "-n",
+        "--threads",
+        type=int,
+        default=1,
+        help="number of threads to use when mapping and sorting (default: 1)",
+    )
+    parser.add_argument(
+        "-a",
+        "--aligner",
+        default="bwa",
+        help="mapping tool to use (bwa, smalt, minimap2) (default: bwa)",
+    )
+    parser.add_argument(
+        "-m",
+        "--mapping_score",
+        type=int,
+        default=30,
+        help="mapping quality must be greater than X (Default: 30)",
+    )
+    parser.add_argument(
+        "-t",
+        "--tag",
+        type=str,
+        default="",
+        help='the tag to remove from fastq input (default: "")',
+    )
+    parser.add_argument(
+        "-mm",
+        "--mismatch",
+        type=int,
+        default=0,
+        help="number of mismatches allowed when matching tag (default: 0)",
+    )
+    parser.add_argument(
+        "-sp",
+        "--snakemake_profile",
+        type=str,
+        help='If provided, pass this directory onto snakemake.  Assumes there is a file called "config.yaml" in that directory.',
+    )
 
 
 def create_plots_pipeline(args):
@@ -55,15 +103,15 @@ def create_plots_pipeline(args):
 
     fastqs = [args.fastqs]
     if not fhh.is_fastq(args.fastqs):
-        with open(args.fastqs, 'r') as fql:
+        with open(args.fastqs, "r") as fql:
             fastqs = [x.strip() for x in fql.readlines() if x]
 
     snakemake_config = os.path.join(args.output_dir, "create_plots_config.yaml")
     fastq_dir, fq_fn = os.path.split(args.fastqs)
-    with open(snakemake_config, 'w') as ofql:
+    with open(snakemake_config, "w") as ofql:
         ofql.write(create_yaml_option("output_dir", args.output_dir))
         ofql.write(create_yaml_option("reference", args.reference))
-        ofql.write("fastq_dir: \"" + fastq_dir + "\"\n")
+        ofql.write('fastq_dir: "' + fastq_dir + '"\n')
         ofql.write("fastqs:\n")
         for x in fastqs:
             ofql.write("- " + x + "\n")
@@ -75,30 +123,86 @@ def create_plots_pipeline(args):
 
     pipeline = find_pipeline_file("create_plots.smk")
 
-    start_snakemake(pipeline, snakemake_config, threads=args.threads,
-                                snakemake_profile=args.snakemake_profile, verbose=args.verbose)
+    start_snakemake(
+        pipeline,
+        snakemake_config,
+        threads=args.threads,
+        snakemake_profile=args.snakemake_profile,
+        verbose=args.verbose,
+    )
 
 
 def compare_options(parser):
-    parser.add_argument('--condition_files', type=str, nargs='+',
-                        help='A set of condition plot files to process (can be gzipped)')
-    parser.add_argument('--control_files', type=str, nargs='+',
-                        help='A set of control plot files to process (can be gzipped)')
-    parser.add_argument('-o', '--output_dir', default="results",
-                        help='The output directory to use for all output files (default: results)')
-    parser.add_argument('-n', '--threads', type=int, default=1,
-                        help='number of threads to use when processing (default: 1)')
-    parser.add_argument('--annotations', '-a',
-                        help='If provided genes in this EMBL annotations file will expanded based on data in the plotfile.',
-                        type=str, default=None)
-    parser.add_argument('--minimum_threshold', '-m',
-                        help='Only include insert sites with this number or greater insertions', type=int, default=5)
-    parser.add_argument('--prime_feature_size', '-z',
-                        help='Feature size when adding 5/3 prime block when --use_annotation', type=int, default=198)
-    parser.add_argument('--window_interval', '-l', help='Window interval', type=int, default=25)
-    parser.add_argument('--window_size', '-w', help='Window size', type=int, default=100)
-    parser.add_argument('-sp', '--snakemake_profile', type=str,
-                        help='If provided, pass this directory onto snakemake.  Assumes there is a file called "config.yaml" in that directory.')
+    parser.add_argument(
+        "--condition_files",
+        type=str,
+        nargs="+",
+        help="A set of condition plot files to process (can be gzipped)",
+    )
+    parser.add_argument(
+        "--control_files",
+        type=str,
+        nargs="+",
+        help="A set of control plot files to process (can be gzipped)",
+    )
+    parser.add_argument(
+        "-o",
+        "--output_dir",
+        default="results",
+        help="The output directory to use for all output files (default: results)",
+    )
+    parser.add_argument(
+        "--disable_normalisation",
+        action='store_true',
+        default=False,
+        help="Don't normalise the plots prior to comparison (default: false)",
+    )
+    parser.add_argument(
+        "-n",
+        "--threads",
+        type=int,
+        default=1,
+        help="number of threads to use when processing (default: 1)",
+    )
+    parser.add_argument(
+        "--annotations",
+        "-a",
+        help="If provided genes in this EMBL annotations file will expanded based on data in the plotfile.",
+        type=str,
+        default=None,
+    )
+    parser.add_argument(
+        "--minimum_threshold",
+        "-m",
+        help="Only include insert sites with this number or greater insertions",
+        type=int,
+        default=5,
+    )
+    parser.add_argument(
+        "--minimum_proportion_insertions",
+        help="If the proportion of insertions is too low compared to control, dont call decreased insertions below this level",
+        type=float,
+        default=0.1,
+    )
+    parser.add_argument(
+        "--prime_feature_size",
+        "-z",
+        help="Feature size when adding 5/3 prime block when --use_annotation",
+        type=int,
+        default=198,
+    )
+    parser.add_argument(
+        "--window_interval", "-l", help="Window interval", type=int, default=25
+    )
+    parser.add_argument(
+        "--window_size", "-w", help="Window size", type=int, default=100
+    )
+    parser.add_argument(
+        "-sp",
+        "--snakemake_profile",
+        type=str,
+        help='If provided, pass this directory onto snakemake.  Assumes there is a file called "config.yaml" in that directory.',
+    )
 
 
 def compare_pipeline(args):
@@ -110,12 +214,14 @@ def compare_pipeline(args):
         raise ValueError("Must have equal number of control and condition files")
 
     if len(args.control_files) <= 1:
-        raise ValueError("Must have 2 or more replicates of control and condition files")
+        raise ValueError(
+            "Must have 2 or more replicates of control and condition files"
+        )
 
     fhh.ensure_output_dir_exists(args.output_dir)
 
     snakemake_config = os.path.join(args.output_dir, "analysis_config.yaml")
-    with open(snakemake_config, 'w') as ofql:
+    with open(snakemake_config, "w") as ofql:
         ofql.write(create_yaml_option("output_dir", args.output_dir))
         ofql.write("condition_files:\n")
         for x in args.condition_files:
@@ -123,29 +229,44 @@ def compare_pipeline(args):
         ofql.write("control_files:\n")
         for x in args.control_files:
             ofql.write("- " + x + "\n")
+        ofql.write(create_yaml_option("normalise", not args.disable_normalisation, bool=True))
         ofql.write(create_yaml_option("threads", args.threads, num=True))
         ofql.write(create_yaml_option("annotations", args.annotations))
         ofql.write(create_yaml_option("minimum_threshold", args.minimum_threshold))
         ofql.write(create_yaml_option("prime_feature_size", args.prime_feature_size))
         ofql.write(create_yaml_option("window_interval", args.window_interval))
         ofql.write(create_yaml_option("window_size", args.window_size))
+        ofql.write(
+            create_yaml_option(
+                "minimum_proportion_insertions", args.minimum_proportion_insertions
+            )
+        )
 
     pipeline = find_pipeline_file("compare.smk")
 
-    start_snakemake(pipeline, snakemake_config, threads=args.threads, snakemake_profile=args.snakemake_profile,
-                    verbose=args.verbose)
+    start_snakemake(
+        pipeline,
+        snakemake_config,
+        threads=args.threads,
+        snakemake_profile=args.snakemake_profile,
+        verbose=args.verbose,
+    )
 
 
-def start_snakemake(snakefile, snakemake_config, threads=1, snakemake_profile=None, verbose=False):
+def start_snakemake(
+    snakefile, snakemake_config, threads=1, snakemake_profile=None, verbose=False
+):
     if verbose:
         print("Using snakemake config files at: " + ", ".join([snakemake_config]))
         print("Starting snakemake pipeline")
 
-    cmd_list = ["snakemake",
-                "--snakefile=" + snakefile,
-                "--configfile=" + snakemake_config,
-                "--cores=" + str(threads),
-                "--printshellcmds"]
+    cmd_list = [
+        "snakemake",
+        "--snakefile=" + snakefile,
+        "--configfile=" + snakemake_config,
+        "--cores=" + str(threads),
+        "--printshellcmds",
+    ]
 
     if snakemake_profile:
         cmd_list.append("--profile=" + snakemake_profile)
@@ -187,11 +308,13 @@ def find_pipeline_file(pipeline_file):
     raise RuntimeError("Could not find nextflow pipeline file.")
 
 
-def create_yaml_option(option, value, num=False):
+def create_yaml_option(option, value, num=False, bool=False):
     opt = option + ": "
     if num:
         opt += str(value)
+    elif bool:
+        opt += "true" if value else "false"
     else:
-        opt += "\"" + str(value) + "\""
+        opt += '"' + str(value) + '"'
     opt += "\n"
     return opt
diff --git a/quatradis/tisp/cli.py b/quatradis/tisp/cli.py
index 2ded00b..a547fbb 100644
--- a/quatradis/tisp/cli.py
+++ b/quatradis/tisp/cli.py
@@ -8,6 +8,7 @@
 from quatradis.tisp.analyse import count_insert_sites
 from quatradis.tisp.normalise import NormalisePlots
 
+
 def add_subparser(subparsers):
     plot_parser_desc = "TraDIS plot file tools"
     plot_parser = subparsers.add_parser("plot", help=plot_parser_desc)
@@ -103,9 +104,13 @@ def normalise_plot_options(parser):
     parser.add_argument('--minimum_proportion_insertions', '-d',
                         help='If the proportion of insertions is too low compared to control, dont call decreased insertions below this level',
                         type=float, default=0.1)
+    parser.add_argument('-o', '--output_dir', type=str, default="",
+                        help='The directory in which to put all output files (default: current working directory)')
+    parser.add_argument('-n', '--output_filename', type=str, default="normalised.plot.gz",
+                        help='The name for the normalised output files.  Normalised files will be distinguished by directory')
 
 
 def normalise_plots(args):
-    n = NormalisePlots(args.plot_files, args.minimum_proportion_insertions, output_temp_files=False)
+    n = NormalisePlots(args.plot_files, args.minimum_proportion_insertions, output_dir=args.output_dir, output_filename=args.output_filename, verbose=args.verbose)
     plotfiles, max_plot_reads = n.create_normalised_files()
     n.decreased_insertion_reporting(max_plot_reads)
\ No newline at end of file
diff --git a/quatradis/tisp/generator/from_values.py b/quatradis/tisp/generator/from_values.py
index 897341a..7f497b4 100644
--- a/quatradis/tisp/generator/from_values.py
+++ b/quatradis/tisp/generator/from_values.py
@@ -1,6 +1,10 @@
+import os
+
 import numpy
 import pyximport
 
+from quatradis.util.file_handle_helpers import ensure_output_dir_exists
+
 pyximport.install()
 
 from quatradis.tisp.write import write_plot_file, write_gzipped_plot_file
@@ -10,12 +14,10 @@ class PlotFromValuesGenerator:
     """
     Takes in arrays for forward and reverse integers and creates a new file
     """
-
-    def __init__(self, forward, reverse, filename, gzipped=False):
+    def __init__(self, forward, reverse, filename):
         self.forward = forward
         self.reverse = reverse
         self.filename = filename
-        self.gzipped = gzipped
 
         self.forward_length = len(self.forward)
         self.reverse_length = len(self.reverse)
@@ -29,7 +31,7 @@ def construct_file(self):
         if len(self.reverse) == 0:
             self.reverse = numpy.zeros(p_len, dtype=float)
 
-        if self.gzipped:
+        if self.filename.endswith('.gz'):
             write_gzipped_plot_file(self.filename, self.forward, self.reverse, p_len)
         else:
             write_plot_file(self.filename, self.forward, self.reverse, p_len)
diff --git a/quatradis/tisp/normalise.py b/quatradis/tisp/normalise.py
index 4d2b780..01d097a 100644
--- a/quatradis/tisp/normalise.py
+++ b/quatradis/tisp/normalise.py
@@ -1,7 +1,6 @@
-
-from tempfile import mkstemp
+import os
 import numpy
-
+from quatradis.util.file_handle_helpers import ensure_output_dir_exists
 from quatradis.tisp.parser import PlotParser
 from quatradis.tisp.generator.from_values import PlotFromValuesGenerator
 
@@ -9,9 +8,10 @@
 class NormalisePlots:
     '''Given a set of plot files, find the one with the highest number of reads and normalise all the rest into new files'''
 
-    def __init__(self, plotfiles, minimum_proportion_insertions, output_temp_files=True, verbose=False):
+    def __init__(self, plotfiles, minimum_proportion_insertions, output_dir=".", output_filename="normalised.plot_gz", verbose=False):
         self.plotfiles = plotfiles
-        self.output_temp_files=output_temp_files
+        self.output_dir = output_dir
+        self.output_filename = output_filename
         self.verbose = verbose
         self.minimum_proportion_insertions = minimum_proportion_insertions
         self.plot_objs = self.read_plots()
@@ -20,9 +20,10 @@ def create_normalised_files(self):
         plot_objs, max_plot_reads = self.normalise()
         output_files = []
         for p in self.plotfiles:
-            output_filename = p + ".norm"
-            if self.output_temp_files:
-                fd, output_filename = mkstemp()
+            plotname = os.path.basename(p).split('.')[0]
+            out_dir = os.path.join(self.output_dir, plotname)
+            output_filename = os.path.join(out_dir, self.output_filename)
+            ensure_output_dir_exists(out_dir)
             pg = PlotFromValuesGenerator(plot_objs[p].forward, plot_objs[p].reverse, output_filename)
             pg.construct_file()
             output_files.append(output_filename)
diff --git a/quatradis/tisp/parser.py b/quatradis/tisp/parser.py
index ec5bf4f..a7a6f3c 100644
--- a/quatradis/tisp/parser.py
+++ b/quatradis/tisp/parser.py
@@ -176,7 +176,7 @@ def __init__(self, filename, minimum_threshold=0):
         self.split_lines()
 
     def split_lines(self):
-        insert_site_array = pandas.read_csv(self.filename, delim_whitespace=True, dtype=float, engine='c',
+        insert_site_array = pandas.read_csv(self.filename, sep='\s+', dtype=float, engine='c',
                                             header=None).values
 
         self.genome_length = len(insert_site_array)
diff --git a/tests/py/comparison/scatterplot_test.py b/tests/py/comparison/scatterplot_test.py
index 9a6ba1a..174a390 100644
--- a/tests/py/comparison/scatterplot_test.py
+++ b/tests/py/comparison/scatterplot_test.py
@@ -1,3 +1,4 @@
+import shutil
 import unittest
 import os
 from quatradis.comparison.scatterplot import ScatterPlot
@@ -24,3 +25,4 @@ def test_valid(self):
         os.remove("scattertest_absscatter.png")
         os.remove("scattertest_linear.png")
         os.remove("scattertest_scatter.png")
+        shutil.rmtree("normalised")
diff --git a/tests/py/tisp/normalise_test.py b/tests/py/tisp/normalise_test.py
index 8284549..8243fde 100644
--- a/tests/py/tisp/normalise_test.py
+++ b/tests/py/tisp/normalise_test.py
@@ -1,40 +1,76 @@
 import filecmp
 import os
+import shutil
 import unittest
 
 from quatradis.tisp.normalise import NormalisePlots
 
 
-class ErrorReadingFile(Exception): pass
+class ErrorReadingFile(Exception):
+    pass
 
 
-class InvalidFileFormat(Exception): pass
+class InvalidFileFormat(Exception):
+    pass
 
 
-data_dir = os.path.join('data', 'tisp', 'normalise')
-plotparser_dir = os.path.join('data', 'tisp', 'parser')
+data_dir = os.path.join("data", "tisp", "normalise")
+plotparser_dir = os.path.join("data", "tisp", "parser")
 
 
 class TestNormalisePlots(unittest.TestCase):
 
     def test_big_differences(self):
-        p = NormalisePlots([os.path.join(data_dir, 'sample1'), os.path.join(data_dir, 'sample2')], 0.1)
+        p = NormalisePlots(
+            [os.path.join(data_dir, "sample1"), os.path.join(data_dir, "sample2")],
+            0.1,
+            output_dir="normalised",
+        )
         output_files, max_reads = p.create_normalised_files()
         self.assertEqual(2, len(output_files))
-        self.assertTrue(filecmp.cmp(os.path.join(data_dir, 'sample2'), output_files[1]))
-        self.assertTrue(filecmp.cmp(os.path.join(data_dir, 'expected_sample1'), output_files[0]))
+        self.assertTrue(filecmp.cmp(os.path.join(data_dir, "sample2"), output_files[1]))
+        self.assertTrue(
+            filecmp.cmp(os.path.join(data_dir, "expected_sample1"), output_files[0])
+        )
         self.assertTrue(p.decreased_insertion_reporting())
+        shutil.rmtree("normalised")
 
     def test_ignore_decreased_insertions(self):
-        p = NormalisePlots([os.path.join(data_dir, 'lowinsertions'), os.path.join(data_dir, 'highinsertions')], 0.1)
+        p = NormalisePlots(
+            [
+                os.path.join(data_dir, "lowinsertions"),
+                os.path.join(data_dir, "highinsertions"),
+            ],
+            0.1,
+            output_dir="normalised"
+        )
         self.assertFalse(p.decreased_insertion_reporting())
 
     def test_ignore_decreased_insertions_insert_sites(self):
-        p = NormalisePlots([os.path.join(data_dir, 'fewinsertions'), os.path.join(data_dir, 'manyinsertions')], 0.1)
+        p = NormalisePlots(
+            [
+                os.path.join(data_dir, "fewinsertions"),
+                os.path.join(data_dir, "manyinsertions"),
+            ],
+            0.1,
+            output_dir="normalised",
+        )
         self.assertFalse(p.decreased_insertion_reporting())
 
     def test_large_file_zipped(self):
-        p = NormalisePlots([os.path.join(plotparser_dir, 'Control2.out.CP009273.insert_site_plot.gz'),
-                            os.path.join(plotparser_dir, 'Chloramrep2-MICpool.out.CP009273.insert_site_plot.gz')], 0.1)
+        p = NormalisePlots(
+            [
+                os.path.join(
+                    plotparser_dir, "Control2.out.CP009273.insert_site_plot.gz"
+                ),
+                os.path.join(
+                    plotparser_dir,
+                    "Chloramrep2-MICpool.out.CP009273.insert_site_plot.gz",
+                ),
+            ],
+            0.1,
+            output_dir="normalised",
+        )
         output_files, max_reads = p.create_normalised_files()
         self.assertTrue(p.decreased_insertion_reporting())
+        shutil.rmtree("normalised")
diff --git a/tests/scripts/plot_test.sh b/tests/scripts/plot_test.sh
index 1c20b9f..f5f4c36 100755
--- a/tests/scripts/plot_test.sh
+++ b/tests/scripts/plot_test.sh
@@ -37,6 +37,6 @@ rm -r temp_test
 echo "ok"
 
 echo -n "Checking 'tradis plot normalise' ... "
-./tradis plot normalise $DATA_DIR/normalise/fewinsertions $DATA_DIR/normalise/manyinsertions > /dev/null 2>&1
-rm $DATA_DIR/normalise/*.norm
+./tradis plot normalise --output_dir temp_test $DATA_DIR/normalise/fewinsertions $DATA_DIR/normalise/manyinsertions > /dev/null 2>&1
+rm -r temp_test
 echo "ok"
\ No newline at end of file