440 lines
523 KiB
Plaintext
440 lines
523 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "markdown",
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"id": "f7e8a3a5-c74f-4de0-8d0b-fb7dc447a6de",
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"metadata": {},
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"source": [
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"# Simplified pixel sim for interpolation tests\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"id": "a7bafd1c-9c36-40c2-bf8d-3bba7fbc09f8",
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"metadata": {
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"editable": true,
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"slideshow": {
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"slide_type": ""
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},
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"tags": []
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},
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"outputs": [],
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"source": [
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"import matplotlib.pyplot as plt\n",
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"from matplotlib.ticker import (MultipleLocator, AutoMinorLocator)\n",
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"import time \n",
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"import h5py\n",
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"import numpy as np\n",
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"import aare\n",
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"import boost_histogram as bh\n",
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"import seaborn as sns\n",
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"import pickle\n",
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"\n",
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"#Debugging\n",
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"import torch\n",
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"\n",
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"from simple_eta import plot_gaussian, charge_and_pixel_plot\n",
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"from simple_eta import generate, Generator\n",
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"\n",
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"\n",
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"g = Generator.fromJSON('moench_g4_hg.json')\n",
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"g.device = 'mps'\n",
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"g.photon_energy = 8.0"
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]
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},
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{
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"cell_type": "markdown",
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"id": "61634ffc-20be-412b-83ce-37727ae8964a",
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"metadata": {},
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"source": [
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"## Generate one photon hit and plot response"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"id": "8ae6ce69-313f-41d4-8019-64e93a5610a0",
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"metadata": {
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"editable": true,
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"slideshow": {
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"slide_type": ""
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},
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"tags": []
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"t.shape=torch.Size([400, 400])\n",
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"[0, 1, 2]\n"
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]
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},
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{
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"data": {
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"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 1000x500 with 4 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"pos = (49.,45.5) #x,y\n",
|
|
"charge, pixels = g.hit(*pos)\n",
|
|
"fig, axs = charge_and_pixel_plot(charge, pixels, pos, g.pixel_size, g.grid_size)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "04723ed2-757f-449b-8d66-442529a38cab",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Generate hit positions"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 3,
|
|
"id": "6390e1ef-2216-47ed-a8ce-106b9a7766ed",
|
|
"metadata": {
|
|
"editable": true,
|
|
"slideshow": {
|
|
"slide_type": ""
|
|
},
|
|
"tags": []
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 1000x500 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"fig, axs = plt.subplots(1,2, figsize = (10,5))\n",
|
|
"ticks = [tick for tick in np.arange(0,g.pixel_size*g.grid_size+1, g.pixel_size)]\n",
|
|
"\n",
|
|
"for ax, func in zip(axs, [g.uniform_hits, g.triangle_hits]):\n",
|
|
" mx, my, pixels = func(300)\n",
|
|
" if g.device != 'cpu':\n",
|
|
" mx = mx.cpu()\n",
|
|
" my = my.cpu()\n",
|
|
" \n",
|
|
" ax.scatter(mx,my, marker = '.')\n",
|
|
" ax.set_xlim(0,g.grid_size*g.pixel_size)\n",
|
|
" ax.set_ylim(0,g.grid_size*g.pixel_size)\n",
|
|
" \n",
|
|
" ax.set_xticks(ticks)\n",
|
|
" ax.set_yticks(ticks)\n",
|
|
" ax.set_title(func.__name__)\n",
|
|
" ax.set_xlabel(r'x [$\\mu$m]')\n",
|
|
" ax.set_ylabel(r'y [$\\mu$m]')\n",
|
|
" \n",
|
|
" ax.grid()\n",
|
|
"fig.tight_layout()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "61d5d2a1-6952-41d3-a932-9b0479dc38e8",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Generate hits for ETA and write to cluster file"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 4,
|
|
"id": "168d967c-94a3-4b32-aa14-4a248035e5c6",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"9999\n",
|
|
"Duration: 1228.624s, FPS: 8.14, hits/s: 8.1e+03s\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"generate_hits = False\n",
|
|
"n_hits = 1000\n",
|
|
"n_frames = 10000\n",
|
|
"\n",
|
|
"\n",
|
|
"tag = '_B'\n",
|
|
"\n",
|
|
"if generate_hits:\n",
|
|
" g.write_clusters_for_eta(n_hits, n_frames, tag = tag)\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 5,
|
|
"id": "0b3fef19-144b-4421-8d21-66b67b838813",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 640x480 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"#configure the eta histogram\n",
|
|
"n_bins = 400\n",
|
|
"ax_min = -0.2\n",
|
|
"ax_max = 1.2\n",
|
|
"e_min = 0 \n",
|
|
"e_max = 50000000 #309000\n",
|
|
"e_bins = 1\n",
|
|
"\n",
|
|
"#Histogram to hold the ETA value per energy bin\n",
|
|
"eta_hist = bh.Histogram(\n",
|
|
" bh.axis.Regular(n_bins, ax_min, ax_max), \n",
|
|
" bh.axis.Regular(n_bins, ax_min, ax_max),\n",
|
|
" bh.axis.Regular(e_bins, e_min, e_max),\n",
|
|
")\n",
|
|
"\n",
|
|
"\n",
|
|
"with aare.ClusterFile(f'.data/test_{g.grid_size}x{g.grid_size}{tag}.clust', cluster_size = (g.grid_size,g.grid_size)) as f:\n",
|
|
" for clusters in f:\n",
|
|
" eta2 = aare.calculate_eta2(clusters)\n",
|
|
" # energy = clusters.sum_2x2()\n",
|
|
" eta_hist.fill(eta2['x'], eta2['y'], eta2['sum'])\n",
|
|
"\n",
|
|
"\n",
|
|
"#Save histogram\n",
|
|
"with open(f\".data/test_{g.grid_size}x{g.grid_size}{tag}.pkl\", \"wb\") as f:\n",
|
|
" pickle.dump(eta_hist, f)\n",
|
|
"\n",
|
|
"energy_index = 0\n",
|
|
"data = eta_hist.view()[:,:,energy_index]\n",
|
|
"x = eta_hist.axes.edges.T[0].flat\n",
|
|
"y = eta_hist.axes.edges.T[1].flat\n",
|
|
"\n",
|
|
"fig, ax = plt.subplots()\n",
|
|
"mesh = ax.pcolormesh(x,y,data)\n",
|
|
"fig.colorbar(mesh)\n",
|
|
"ax.set_title(f'ETA[{energy_index}] - {data.sum()/1e6}M hits')\n",
|
|
"ax.grid()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 13,
|
|
"id": "cada1860-6b7b-416a-a39b-295586121531",
|
|
"metadata": {
|
|
"editable": true,
|
|
"slideshow": {
|
|
"slide_type": ""
|
|
},
|
|
"tags": []
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(15.0, 60.0)"
|
|
]
|
|
},
|
|
"execution_count": 13,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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|
|
"text/plain": [
|
|
"<Figure size 1000x1000 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"etabinsx = np.array(eta_hist.axes.edges.T[0].flat)\n",
|
|
"etabinsy = np.array(eta_hist.axes.edges.T[1].flat)\n",
|
|
"ebins = np.array(eta_hist.axes.edges.T[2].flat)\n",
|
|
"p = aare.Interpolator(eta_hist, etabinsx, etabinsy, ebins)\n",
|
|
"v = aare.ClusterVector((g.grid_size,g.grid_size))\n",
|
|
"\n",
|
|
"show_arrows = True\n",
|
|
"a = np.linspace(25,50,20)\n",
|
|
"hit_position = np.zeros((a.size**2,2))\n",
|
|
"interpolated_position = np.zeros(hit_position.shape)\n",
|
|
"for i in range(a.size):\n",
|
|
" for j in range(a.size):\n",
|
|
" hit_position[i*a.size+j] = (a[i], a[j])\n",
|
|
"\n",
|
|
"for i, hit in enumerate(hit_position):\n",
|
|
" charge, pixels = g.hit(*hit)\n",
|
|
" pixels = (pixels*1000).astype(np.int32)\n",
|
|
" pixels = np.array(pixels).reshape(1,9)[0]\n",
|
|
" c = aare._aare.Cluster3x3i(1,1,pixels)\n",
|
|
" v.push_back(c)\n",
|
|
"\n",
|
|
"tmp = p.interpolate(v)\n",
|
|
"# offset = 25/2\n",
|
|
"offset = 0\n",
|
|
"interpolated_position[:, 0] = tmp['x']*25+offset\n",
|
|
"interpolated_position[:, 1] = tmp['y']*25+offset\n",
|
|
"\n",
|
|
"\n",
|
|
"fig, ax = plt.subplots(figsize=(10,10))\n",
|
|
"for i in range(hit_position.shape[0]):\n",
|
|
" ax.plot(*hit_position[i], '.', color = 'black', ms = 3)\n",
|
|
" ax.plot(*interpolated_position[i], '.', color = 'red', ms = 3)\n",
|
|
" if show_arrows:\n",
|
|
" ax.arrow(*hit_position[i], *(interpolated_position[i]-hit_position[i]),length_includes_head=True,\n",
|
|
" head_width=0.3, head_length=0.3)\n",
|
|
"\n",
|
|
"\n",
|
|
"ax.set_title('Interpolation from C++')\n",
|
|
"ax.xaxis.set_minor_locator(MultipleLocator(5))\n",
|
|
"ax.yaxis.set_minor_locator(MultipleLocator(5))\n",
|
|
"ticks = [tick for tick in np.arange(0,g.pixel_size*g.grid_size+1, g.pixel_size)]\n",
|
|
"ax.set_xticks(ticks)\n",
|
|
"ax.set_yticks(ticks)\n",
|
|
"ax.grid(visible=True, which='minor', color='silver', linestyle='--')\n",
|
|
"ax.grid(visible=True, which='major', color='black', linestyle='-')\n",
|
|
"ax.set_xlim(15,60)\n",
|
|
"ax.set_ylim(15,60)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "033d20a4-818c-4585-ae8b-43b8e23d3d64",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Interpolate one pixel from the ETA dataset\n",
|
|
"\n",
|
|
"- Uniformity\n",
|
|
"- Correct assignment"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 11,
|
|
"id": "b0398535-b646-4b3c-9029-0a8b8aa764f1",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 640x480 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"#Lets take the same eta dataset and interpolate\n",
|
|
"n_subpixels = 20\n",
|
|
"n_bins = g.grid_size*n_subpixels\n",
|
|
"image_hist = bh.Histogram(\n",
|
|
" bh.axis.Regular(n_bins, 0, g.grid_size), \n",
|
|
" bh.axis.Regular(n_bins, 0, g.grid_size),\n",
|
|
" # bh.axis.Regular(e_bins, e_min, e_max),\n",
|
|
")\n",
|
|
"\n",
|
|
"\n",
|
|
"with aare.ClusterFile(f'.data/test_{g.grid_size}x{g.grid_size}{tag}.clust', cluster_size = (g.grid_size,g.grid_size)) as f:\n",
|
|
" for clusters in f:\n",
|
|
" # eta_hist.fill(eta2[:,0], eta2[:,1], energy['sum'])\n",
|
|
" hits = p.interpolate(clusters)\n",
|
|
" image_hist.fill(hits['x'], hits['y'])\n",
|
|
"\n",
|
|
"image = image_hist.view()\n",
|
|
"x = image_hist.axes.edges.T[0].flat\n",
|
|
"y = image_hist.axes.edges.T[1].flat\n",
|
|
"\n",
|
|
"fig, ax = plt.subplots()\n",
|
|
"mesh = ax.pcolormesh(x,y,image)\n",
|
|
"fig.colorbar(mesh)\n",
|
|
"ax.set_title(f'Image - {image.sum()/1e6}M hits')\n",
|
|
"ax.grid()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 12,
|
|
"id": "4559f6f0-cc46-41cd-b345-8ff81ef4fbd5",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 640x480 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"err_hist = bh.Histogram(\n",
|
|
" bh.axis.Regular(100, 0, 10) #um\n",
|
|
")\n",
|
|
"with aare.ClusterFile(f'.data/test_{g.grid_size}x{g.grid_size}{tag}.clust', cluster_size = (g.grid_size,g.grid_size)) as f:\n",
|
|
" with h5py.File(f'.data/test_{g.grid_size}x{g.grid_size}{tag}.h5') as hf:\n",
|
|
" \n",
|
|
" for i in range(100):\n",
|
|
" clusters = f.read_frame()\n",
|
|
" x,y = hf['x'][i], hf['y'][i]\n",
|
|
" # eta_hist.fill(eta2[:,0], eta2[:,1], energy['sum'])\n",
|
|
" hits = p.interpolate(clusters)\n",
|
|
" # image_hist.fill(hits['x'], hits['y'])\n",
|
|
" error = np.sqrt(np.abs(hits['x']*g.pixel_size-x)**2+np.abs(hits['y']*g.pixel_size-y)**2)\n",
|
|
" err_hist.fill(error)\n",
|
|
"\n",
|
|
"fig, ax = plt.subplots()\n",
|
|
"ax.stairs(err_hist.values(), err_hist.axes[0].edges);\n",
|
|
"ax.set_xlabel(r'Distance from truth [$\\mu$m]')\n",
|
|
"ax.set_ylabel('Intensity [a.u.]')\n",
|
|
"ax.grid()"
|
|
]
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "Python 3 (ipykernel)",
|
|
"language": "python",
|
|
"name": "python3"
|
|
},
|
|
"language_info": {
|
|
"codemirror_mode": {
|
|
"name": "ipython",
|
|
"version": 3
|
|
},
|
|
"file_extension": ".py",
|
|
"mimetype": "text/x-python",
|
|
"name": "python",
|
|
"nbconvert_exporter": "python",
|
|
"pygments_lexer": "ipython3",
|
|
"version": "3.13.9"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 5
|
|
}
|