Add compressed file reading support and fix examples (new Pluto example)

Project.toml

@@ -5,6 +5,7 @@ version = "0.3.0"
 
 [deps]
 Accessors = "7d9f7c33-5ae7-4f3b-8dc6-eff91059b697"
+CodecZlib = "944b1d66-785c-5afd-91f1-9de20f533193"
 EnumX = "4e289a0a-7415-4d19-859d-a7e5c4648b56"
 JSON = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
 Logging = "56ddb016-857b-54e1-b83d-db4d58db5568"
@@ -20,6 +21,7 @@ JetVisualisation = "Makie"
 
 [compat]
 Accessors = "0.1.36"
+CodecZlib = "0.7.4"
 EnumX = "1.0.4"
 JSON = "0.21.4"
 LoopVectorization = "0.12.170"

examples/Project.toml

@@ -3,10 +3,12 @@ ArgParse = "c7e460c6-2fb9-53a9-8c5b-16f535851c63"
 CairoMakie = "13f3f980-e62b-5c42-98c6-ff1f3baf88f0"
 Colors = "5ae59095-9a9b-59fe-a467-6f913c188581"
 FlameGraphs = "08572546-2f56-4bcf-ba4e-bab62c3a3f89"
+GLMakie = "e9467ef8-e4e7-5192-8a1a-b1aee30e663a"
 JSON = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
 JetReconstruction = "44e8cb2c-dfab-4825-9c70-d4808a591196"
 LorentzVectorHEP = "f612022c-142a-473f-8cfd-a09cf3793c6c"
+Pluto = "c3e4b0f8-55cb-11ea-2926-15256bba5781"
+PlutoUI = "7f904dfe-b85e-4ff6-b463-dae2292396a8"
 Profile = "9abbd945-dff8-562f-b5e8-e1ebf5ef1b79"
 ProfileSVG = "132c30aa-f267-4189-9183-c8a63c7e05e6"
 StatProfilerHTML = "a8a75453-ed82-57c9-9e16-4cd1196ecbf5"
-WGLMakie = "276b4fcb-3e11-5398-bf8b-a0c2d153d008"

examples/visualise-jets-pluto.jl

@@ -0,0 +1,97 @@
+### A Pluto.jl notebook ###
+# v0.19.42
+
+# Do not format this code, it's under the control of the Pluto.jl notebook
+#! format: off
+
+using Markdown
+using InteractiveUtils
+
+# This Pluto notebook uses @bind for interactivity. When running this notebook outside of Pluto, the following 'mock version' of @bind gives bound variables a default value (instead of an error).
+macro bind(def, element)
+    quote
+        local iv = try Base.loaded_modules[Base.PkgId(Base.UUID("6e696c72-6542-2067-7265-42206c756150"), "AbstractPlutoDingetjes")].Bonds.initial_value catch; b -> missing; end
+        local el = $(esc(element))
+        global $(esc(def)) = Core.applicable(Base.get, el) ? Base.get(el) : iv(el)
+        el
+    end
+end
+
+# ╔═╡ cf88f2f9-bf19-47e2-ae04-b4476eb26efb
+import Pkg
+
+# ╔═╡ 24dd666c-49be-4c44-9b9d-d27128c1ffbb
+Pkg.activate(".")
+
+# ╔═╡ 0a1a8211-507b-4dc0-9060-0d18a5a695a4
+using GLMakie
+
+# ╔═╡ f7ec7400-bbb2-4f28-9f13-881dea775f41
+using PlutoUI
+
+# ╔═╡ 32b48d85-40cb-42c8-b3ad-ab613081da38
+using JetReconstruction
+
+# ╔═╡ dff6a188-2cbe-11ef-32d0-73c4c05efad2
+md"""# Jet Reconstruction Visualisation
+
+This Pluto script visualises the result of a jet reconstruction process. 
+
+Use the sliders below to change the reconstructed event, the algorithm and the jet radius parameter."""
+
+# ╔═╡ 0642cc6e-290e-4e01-9882-5c12d7585ead
+
+
+# ╔═╡ 4e569f74-570b-4b30-9ea7-9cbc420f50f8
+md"Event number:"
+
+# ╔═╡ 83030910-8d00-4949-b69e-fa492b61db6b
+@bind event_no PlutoUI.Slider(1:100, show_value=true)
+
+# ╔═╡ 306f6e66-788c-4a95-a9df-3ac4c37cf776
+md"``k_T`` algorithm power (-1=Anti-``k_T``, 0 = Cambridge/Aachen, 1=Inclusive kT)"
+
+# ╔═╡ 864d7a31-b634-4edc-b6c4-0835fee53304
+@bind power PlutoUI.Slider(-1:1, show_value=true)
+
+# ╔═╡ 9f7988a5-041e-4a83-9da9-d48db34cea98
+md"Jet radius parameter"
+
+# ╔═╡ 187315d4-ac3c-4847-ae00-e7da1b27d63f
+@bind radius PlutoUI.Slider(range(start=0.4, stop=2.0, step=0.1), show_value=true)
+
+# ╔═╡ 79f24ec1-a63e-4e96-bd67-49661125be66
+input_file = joinpath(dirname(pathof(JetReconstruction)), "..", "test", "data", "events.hepmc3.gz")
+
+# ╔═╡ 7d7a8b11-19b3-4b83-a0b1-8201b74b588e
+events::Vector{Vector{PseudoJet}} = read_final_state_particles(input_file, 
+    maxevents = event_no, skipevents = event_no);
+
+# ╔═╡ 2a899d67-71f3-4fe0-8104-7633a44a06a8
+cs = jet_reconstruct(events[1], p=power, R=radius)
+
+# ╔═╡ b5fd4e96-d073-4e5f-8de1-41addaa0dc3d
+jetreco_vis = jetsplot(events[1], cs; Module = GLMakie)
+
+# ╔═╡ 81b14eba-6981-4943-92fe-529c53b0ac35
+display(jetreco_vis);
+
+# ╔═╡ Cell order:
+# ╟─dff6a188-2cbe-11ef-32d0-73c4c05efad2
+# ╠═0642cc6e-290e-4e01-9882-5c12d7585ead
+# ╠═cf88f2f9-bf19-47e2-ae04-b4476eb26efb
+# ╠═24dd666c-49be-4c44-9b9d-d27128c1ffbb
+# ╠═0a1a8211-507b-4dc0-9060-0d18a5a695a4
+# ╠═f7ec7400-bbb2-4f28-9f13-881dea775f41
+# ╠═32b48d85-40cb-42c8-b3ad-ab613081da38
+# ╟─4e569f74-570b-4b30-9ea7-9cbc420f50f8
+# ╟─83030910-8d00-4949-b69e-fa492b61db6b
+# ╟─306f6e66-788c-4a95-a9df-3ac4c37cf776
+# ╟─864d7a31-b634-4edc-b6c4-0835fee53304
+# ╟─9f7988a5-041e-4a83-9da9-d48db34cea98
+# ╟─187315d4-ac3c-4847-ae00-e7da1b27d63f
+# ╟─79f24ec1-a63e-4e96-bd67-49661125be66
+# ╠═7d7a8b11-19b3-4b83-a0b1-8201b74b588e
+# ╠═2a899d67-71f3-4fe0-8104-7633a44a06a8
+# ╠═b5fd4e96-d073-4e5f-8de1-41addaa0dc3d
+# ╠═81b14eba-6981-4943-92fe-529c53b0ac35

examples/visualise-jets.ipynb

@@ -11,141 +11,74 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
     "using JetReconstruction\n",
-    "using WGLMakie"
+    "using GLMakie"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "-1"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
-    "input_file = joinpath(dirname(pathof(JetReconstruction)), \"..\", \"test\", \"data\", \"events.hepmc3\")\n",
+    "input_file = joinpath(dirname(pathof(JetReconstruction)), \"..\", \"test\", \"data\", \"events.hepmc3.gz\")\n",
     "event_number = 5\n",
-    "power = JetReconstruction.algorithm2power[JetAlgorithm.AntiKt]"
+    "power = JetReconstruction.algorithm2power[JetAlgorithm.AntiKt];"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "┌ Info: Total Events: 1\n",
-      "└ @ JetReconstruction /Users/graemes/code/JetReconstruction.jl/src/Utils.jl:25\n"
-     ]
-    },
-    {
-     "data": {
-      "text/plain": [
-       "1-element Vector{Vector{PseudoJet}}:\n",
-       " [Pseudojet(px: 0.10735113569266963 py: 0.2004614564282816 pz: 4.422690640225503 E: 4.430731468492096; pt: 0.22739626612557606 eta: 3.5020136230471057 phi: 1.0791380602175356, m: 0.13957000000001873), Pseudojet(px: 0.0011180093991561963 py: 0.012301879085520844 pz: 22.359575220942624 E: 22.365027980969874; pt: 0.01235257762782233 eta: 4.506078564441087 phi: 1.4801641127937162, m: 0.49367999999995554), Pseudojet(px: -0.33118180618811155 py: -0.24231713636363833 pz: -3.25942622170417 E: 3.2881207494491758; pt: 0.4103644518297046 eta: -2.715069658291437 phi: 3.773261626597981, m: 0.1395699999999775), Pseudojet(px: 0.2845031139591477 py: -0.2609196772690977 pz: 0.5824183002026259 E: 0.7125390944710178; pt: 0.3860325113752232 eta: 1.148884934008853 phi: 5.540999045397645, m: 0.13957000000000067), Pseudojet(px: 0.277302069395142 py: 0.03634561140067778 pz: 39.80187826849783 E: 39.80592231168471; pt: 0.27967381207205877 eta: 4.943811191960002 phi: 0.13032576256213585, m: 0.49367999999988865), Pseudojet(px: 0.5585153132771401 py: -0.3956483216555057 pz: -3.612052304986627 E: 3.6789779271494787; pt: 0.6844537600115003 eta: -2.345409125258054 phi: 5.666848658975102, m: 0.13956999999996506), Pseudojet(px: 0.18720823164796177 py: -0.1318330234187746 pz: -0.01476649422315373 E: 0.2685604258116496; pt: 0.22896914215782896 eta: -0.055039390302584666 phi: 5.669642585890234, m: 0.13957000000000006), Pseudojet(px: -0.284009089213228 py: 0.19114033359969312 pz: 0.5990537728620824 E: 0.7039467292094088; pt: 0.34233870637765934 eta: 1.259742297825951 phi: 2.549212870154946, m: 0.13957000000000028), Pseudojet(px: -0.1198632609880622 py: -1.01567218528733 pz: 12.315390709550222 E: 12.358571329368008; pt: 1.0227204844438351 eta: 3.1740560094308856 phi: 4.59491858779022, m: 0.1395699999999233), Pseudojet(px: 0.14193817088911215 py: -0.10210725343936139 pz: -491.6296473818766 E: 491.63057629580845; pt: 0.17484946542748359 eta: -6.936184139290346 phi: 5.659571757044644, m: 0.9395699999616959)  …  Pseudojet(px: -0.22734940597450876 py: -0.19391176346017772 pz: 1.2342343780389635 E: 1.269891343516611; pt: 0.29881352781491993 eta: 2.125875213203082 phi: 3.8477817997568358, m: -4.012260442327338e-8), Pseudojet(px: -0.523471846359122 py: -0.48320925068178905 pz: 2.179296432537861 E: 2.2927814755766254; pt: 0.7124001360717755 eta: 1.836968693576574 phi: 3.887016739844139, m: -6.664001874625056e-8), Pseudojet(px: -0.2312767181096859 py: -0.21992677138349426 pz: 0.4294329015812787 E: 0.5350414208930659; pt: 0.31914997275693896 eta: 1.1059220830216552 phi: 3.9018412914459106, m: -1.235539015514925e-8), Pseudojet(px: -0.11069390032673052 py: -0.08757514264029723 pz: 0.3836884534292784 E: 0.4088268269976469; pt: 0.14114724644148235 eta: 1.7254081403827335 phi: 3.8109120397691947, m: -1.3301947021005397e-8), Pseudojet(px: -0.10329088004039041 py: -0.06428883857518583 pz: 0.8355555651306337 E: 0.8558241337948111; pt: 0.12166371959160473 eta: 2.212114260143481 phi: 3.6983242717426164, m: 0.13957000000000566), Pseudojet(px: -0.47893890239446585 py: -0.7722751051190008 pz: 7.740016906120406 E: 7.794429600820265; pt: 0.9087306037618517 eta: 2.8271088536617697 phi: 4.157273223909725, m: 0.13957000000024747), Pseudojet(px: 0.26463547776785407 py: 0.1378250615977995 pz: -0.33116508213450935 E: 0.44575553313785565; pt: 0.29837507217905723 eta: -0.9569868503353292 phi: 0.480157443201187, m: -3.725290298461914e-9), Pseudojet(px: 0.12023014344988193 py: -0.02895697531429787 pz: -0.14561313580629956 E: 0.19104182561071778; pt: 0.12366807920127183 eta: -1.0014573565077023 phi: 6.046840349964005, m: 4.562530187486071e-9), Pseudojet(px: 0.23193210651528592 py: -0.20537892641762634 pz: -0.18706512331287167 E: 0.3618927545684421; pt: 0.3097951023645705 eta: -0.5721105945608865 phi: 5.55843189731101, m: 9.125060374972142e-9), Pseudojet(px: 0.13205569774138806 py: -0.1001219907287217 pz: -0.23680434557793556 E: 0.2890318640185567; pt: 0.16572000583347526 eta: -1.1546901232363953 phi: 5.634469512021886, m: 5.890201144234053e-9)]"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "# We read only one event\n",
-    "events::Vector{Vector{PseudoJet}} = read_final_state_particles(input_file, maxevents = event_number, skipevents = event_number)"
+    "events::Vector{Vector{PseudoJet}} = read_final_state_particles(input_file, maxevents = event_number, \n",
+    "    skipevents = event_number);"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "ClusterSequence(JetReconstruction.JetAlgorithm.AntiKt, JetReconstruction.RecoStrategy.N2Tiled, PseudoJet[Pseudojet(px: 0.10735113569266963 py: 0.2004614564282816 pz: 4.422690640225503 E: 4.430731468492096; pt: 0.22739626612557606 eta: 3.5020136230471057 phi: 1.0791380602175356, m: 0.13957000000001873), Pseudojet(px: 0.0011180093991561963 py: 0.012301879085520844 pz: 22.359575220942624 E: 22.365027980969874; pt: 0.01235257762782233 eta: 4.506078564441087 phi: 1.4801641127937162, m: 0.49367999999995554), Pseudojet(px: -0.33118180618811155 py: -0.24231713636363833 pz: -3.25942622170417 E: 3.2881207494491758; pt: 0.4103644518297046 eta: -2.715069658291437 phi: 3.773261626597981, m: 0.1395699999999775), Pseudojet(px: 0.2845031139591477 py: -0.2609196772690977 pz: 0.5824183002026259 E: 0.7125390944710178; pt: 0.3860325113752232 eta: 1.148884934008853 phi: 5.540999045397645, m: 0.13957000000000067), Pseudojet(px: 0.277302069395142 py: 0.03634561140067778 pz: 39.80187826849783 E: 39.80592231168471; pt: 0.27967381207205877 eta: 4.943811191960002 phi: 0.13032576256213585, m: 0.49367999999988865), Pseudojet(px: 0.5585153132771401 py: -0.3956483216555057 pz: -3.612052304986627 E: 3.6789779271494787; pt: 0.6844537600115003 eta: -2.345409125258054 phi: 5.666848658975102, m: 0.13956999999996506), Pseudojet(px: 0.18720823164796177 py: -0.1318330234187746 pz: -0.01476649422315373 E: 0.2685604258116496; pt: 0.22896914215782896 eta: -0.055039390302584666 phi: 5.669642585890234, m: 0.13957000000000006), Pseudojet(px: -0.284009089213228 py: 0.19114033359969312 pz: 0.5990537728620824 E: 0.7039467292094088; pt: 0.34233870637765934 eta: 1.259742297825951 phi: 2.549212870154946, m: 0.13957000000000028), Pseudojet(px: -0.1198632609880622 py: -1.01567218528733 pz: 12.315390709550222 E: 12.358571329368008; pt: 1.0227204844438351 eta: 3.1740560094308856 phi: 4.59491858779022, m: 0.1395699999999233), Pseudojet(px: 0.14193817088911215 py: -0.10210725343936139 pz: -491.6296473818766 E: 491.63057629580845; pt: 0.17484946542748359 eta: -6.936184139290346 phi: 5.659571757044644, m: 0.9395699999616959)  …  Pseudojet(px: -0.39835711999954054 py: 0.2670425498120344 pz: 0.7823069850508971 E: 0.9340296824136827; pt: 0.4795832758389738 eta: 1.2129464793726437 phi: 2.551037707350037, m: 0.17437634675018016), Pseudojet(px: -0.951550846981664 py: -0.9977730565509817 pz: 2.4230718853428095 E: 3.73223181209067; pt: 1.3787675970846611 eta: 0.7739642228927174 phi: 3.9506982929567993, m: 2.481386074530168), Pseudojet(px: 0.575045650586158 py: -0.5793693320717683 pz: 119.64892585365241 E: 119.65220155609016; pt: 0.8163003878495616 eta: 5.5994728271350915 phi: 5.494041817072272, m: 0.3428308084295518), Pseudojet(px: 0.7430438203838197 py: -0.628041726281588 pz: 141.8604114139369 E: 141.8648142562351; pt: 0.9729082839411632 eta: 5.536755612159961 phi: 5.581467943888408, m: 0.5501335253218786), Pseudojet(px: -0.7419306814989711 py: -1.2366670329604335 pz: -624.3010720899828 E: 624.3038227364076; pt: 1.4421534199108947 eta: -6.512850727112166 phi: 4.17201082701939, m: 1.163900383803333), Pseudojet(px: 0.8187724552223374 py: -1.067476764067555 pz: 231.86864600370112 E: 231.87426160333024; pt: 1.3453233720020452 eta: 5.66076861307267 phi: 5.366692093104101, m: 0.8912348314063477), Pseudojet(px: -0.744694588399963 py: -0.009592334481453038 pz: 208.62889484542603 E: 208.63058856570524; pt: 0.7447563647750817 eta: 6.207268055736434 phi: 3.154472838529462, m: 0.38994718343853185), Pseudojet(px: -0.1192134634148563 py: -0.3533286513298661 pz: 28.166510818816608 E: 28.169333465655836; pt: 0.37289809024711745 eta: 4.950705618562694 phi: 4.386981945468061, m: 0.14129121379207538), Pseudojet(px: 0.23303548004166347 py: -0.13392810235789748 pz: 912.9974388192057 E: 912.9976433113742; pt: 0.26877922456811276 eta: 8.002430623603196 phi: 5.761568088926931, m: 0.5487799398343952), Pseudojet(px: -0.08919052127372945 py: -0.11399069359282013 pz: -13.401707836816184 E: 13.4025408354216; pt: 0.1447370972171675 eta: -5.189519498733623 phi: 4.04844938780284, m: 0.0371358916999187)], 627, JetReconstruction.HistoryElement[JetReconstruction.HistoryElement(-2, -2, 920, 1, 0.0, 0.0), JetReconstruction.HistoryElement(-2, -2, 875, 2, 0.0, 0.0), JetReconstruction.HistoryElement(-2, -2, 990, 3, 0.0, 0.0), JetReconstruction.HistoryElement(-2, -2, 665, 4, 0.0, 0.0), JetReconstruction.HistoryElement(-2, -2, 1247, 5, 0.0, 0.0), JetReconstruction.HistoryElement(-2, -2, 1059, 6, 0.0, 0.0), JetReconstruction.HistoryElement(-2, -2, 1045, 7, 0.0, 0.0), JetReconstruction.HistoryElement(-2, -2, 1224, 8, 0.0, 0.0), JetReconstruction.HistoryElement(-2, -2, 948, 9, 0.0, 0.0), JetReconstruction.HistoryElement(-2, -2, 1216, 10, 0.0, 0.0)  …  JetReconstruction.HistoryElement(248, -1, -3, -3, 9.280205444134888, 9.280205444134888), JetReconstruction.HistoryElement(270, -1, -3, -3, 10.433687082239864, 10.433687082239864), JetReconstruction.HistoryElement(5, -1, -3, -3, 12.784872340278474, 12.784872340278474), JetReconstruction.HistoryElement(1243, -1, -3, -3, 13.842311134655677, 13.842311134655677), JetReconstruction.HistoryElement(117, -1, -3, -3, 23.637588808292218, 23.637588808292218), JetReconstruction.HistoryElement(67, 408, 1251, 1203, 30.63667250108433, 30.63667250108433), JetReconstruction.HistoryElement(1250, -1, -3, -3, 47.73536891403872, 47.73536891403872), JetReconstruction.HistoryElement(11, -1, -3, -3, 65.27369292060092, 65.27369292060092), JetReconstruction.HistoryElement(494, -1, -3, -3, 396.63695275112633, 396.63695275112633), JetReconstruction.HistoryElement(429, -1, -3, -3, 29349.05857739363, 29349.05857739363)], 13000.000000397144)"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
-    "cs = jet_reconstruct(events[1], R = 1.0, p = power)"
+    "cs = jet_reconstruct(events[1], R = 1.0, p = power);"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"bonito-fragment\" id=\"560b6b52-3454-4de9-a7d0-e3eb34f27d29\" data-jscall-id=\"root\">\n",
-       "  <div>\n",
-       "    <script src=\"http://localhost:9384/assets/57a24233568ab04a755c3e4d5bc6580eb4504a70-Bonito.bundled.js\" type=\"module\"></script>\n",
-       "    <style></style>\n",
-       "    <div></div>\n",
-       "  </div>\n",
-       "  <div>\n",
-       "    <script type=\"module\">    Bonito.lock_loading(() => {\n",
-       "        return Bonito.fetch_binary('http://localhost:9384/assets/aa745754d65135ffedf6b982959baeee68633bca-4487588625566090765.bin').then(msgs=> Bonito.init_session('560b6b52-3454-4de9-a7d0-e3eb34f27d29', msgs, 'root'));\n",
-       "    })\n",
-       "</script>\n",
-       "    <script type=\"module\">    import('http://localhost:9384/assets/fe1a4bb6992a553d47533fa13ef2db822ae1d57f-Websocket.bundled.js').then(WS => {\n",
-       "        WS.setup_connection({proxy_url: 'http://localhost:9384', session_id: '560b6b52-3454-4de9-a7d0-e3eb34f27d29', compression_enabled: false})\n",
-       "    })\n",
-       "</script>\n",
-       "    <div style=\"width: 100%; height: 100%\" data-jscall-id=\"1\">\n",
-       "      <canvas style=\"display: block\" data-jscall-id=\"2\" tabindex=\"0\"></canvas>\n",
-       "    </div>\n",
-       "  </div>\n",
-       "</div>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
-    "jetreco = jetsplot(events[1], cs; Module = WGLMakie)\n",
+    "jetreco = jetsplot(events[1], cs; Module = GLMakie);\n",
     "display(jetreco);"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": []
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Julia 1.10.3",
+   "display_name": "Julia 1.10.4",
    "language": "julia",
    "name": "julia-1.10"
   },
   "language_info": {
    "file_extension": ".jl",
    "mimetype": "application/julia",
    "name": "julia",
-   "version": "1.10.3"
+   "version": "1.10.4"
   }
  },
  "nbformat": 4,