mirror of
https://github.com/galera951/experiment-automation.git
synced 2024-11-14 18:05:53 +03:00
172 lines
162 KiB
Plaintext
172 lines
162 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"id": "79727a49-1570-42f3-b04a-504f3e61069c",
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"metadata": {
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"tags": []
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},
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"outputs": [],
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"source": [
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"# %load /home/glebi/git/experiment-automation/processing_tools.py\n",
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"import numpy as np\n",
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"from scipy.optimize import curve_fit\n",
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"import pandas as pd\n",
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"\n",
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"import matplotlib.pyplot as plt\n",
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"import matplotlib\n",
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"import scienceplots\n",
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"\n",
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"plt.style.use(['science', 'russian-font'])\n",
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"styles = plt.style.available\n",
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"\n",
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"matplotlib.rcParams.update({\n",
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" 'figure.figsize': [6, 4],\n",
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" 'savefig.facecolor': 'white',\n",
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" 'figure.dpi': 150.0,\n",
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" 'font.size': 12.0,\n",
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" 'savefig.dpi': 250\n",
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"})"
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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": "7bf405b9-f767-462a-8f87-4cf03c2cd95c",
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"metadata": {
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"tags": []
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},
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"outputs": [],
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"source": [
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"df = pd.read_csv(\"data.csv\", sep=\"\\t\")\n",
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"\n",
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"U = df[\"U\"]\n",
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"hv = df[\"hv, мэВ\"]"
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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": 3,
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"id": "af0f8665-eaf4-4852-844b-d2aa262e5423",
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"metadata": {
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"tags": []
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},
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"outputs": [
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{
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"data": {
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"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 900x600 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"plt.plot(hv, U, \".--\", markersize=12, lw=1)\n",
|
|
"plt.xlabel(r\"Энергия кванта $h\\nu$, мэВ\")\n",
|
|
"plt.ylabel(r\"Сигнал фотоответа $\\Delta \\Sigma/N_0$\")\n",
|
|
"plt.savefig(\"A.png\")\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 4,
|
|
"id": "df462028-8516-4961-8748-b062531c5b61",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 900x600 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"plt.plot(hv, U**.5, \".--\", markersize=12, lw=1)\n",
|
|
"plt.xlabel(r\"Энергия кванта $h\\nu$, мэВ\")\n",
|
|
"plt.ylabel(r\"Сигнал фотоответа $(\\Delta U/N_0)^{1/2}$\")\n",
|
|
"plt.savefig(\"B.png\")\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 5,
|
|
"id": "3012c290-e0aa-465b-af77-6f2f872661e0",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
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"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 900x600 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"plt.style.use(['no-latex'])\n",
|
|
"\n",
|
|
"for style in styles:\n",
|
|
" matplotlib.rcParams.update({\n",
|
|
" 'figure.figsize': [6, 4],\n",
|
|
" 'savefig.facecolor': 'white',\n",
|
|
" 'figure.dpi': 150.0,\n",
|
|
" 'font.size': 12.0,\n",
|
|
" 'savefig.dpi': 250\n",
|
|
" })\n",
|
|
" plt.style.use([style])\n",
|
|
" \n",
|
|
" plt.clf()\n",
|
|
" plt.subplots_adjust(bottom=0.15)\n",
|
|
" plt.plot(hv, U, \".--\", markersize=12, lw=1)\n",
|
|
" plt.xlabel(r\"Энергия кванта $h\\nu$, мэВ\")\n",
|
|
" plt.ylabel(r\"Сигнал фотоответа $\\Delta \\Sigma/N_0$\")\n",
|
|
" plt.savefig(f\"output//A-{style}.png\")\n",
|
|
" \n",
|
|
" plt.clf()\n",
|
|
" plt.subplots_adjust(bottom=0.15)\n",
|
|
" plt.plot(hv, U**.5, \".--\", markersize=12, lw=1)\n",
|
|
" plt.xlabel(r\"Энергия кванта $h\\nu$, мэВ\")\n",
|
|
" plt.ylabel(r\"Сигнал фотоответа $(\\Delta U/N_0)^{1/2}$\")\n",
|
|
" plt.savefig(f\"output//B-{style}.png\")"
|
|
]
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|
}
|
|
],
|
|
"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": "3.10.12"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 5
|
|
}
|