46005 lines
1.3 MiBLFS
46005 lines
1.3 MiBLFS
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"cell_type": "code",
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"id": "172c8f75",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"'/home/chn/repo/SiC-2nd-paper'"
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]
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},
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"execution_count": 1,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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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 matplotlib.pyplot as plt\n",
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"import plotly.graph_objects as go\n",
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"import matplotlib\n",
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"import os\n",
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"np.set_printoptions(suppress=True, formatter={'float_kind':lambda x: \"%.3f\" % x})\n",
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"\n",
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"def lorentzian(x, A, x0, gamma, k, b):\n",
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" return A / (1 + ((x - x0) / gamma)**2) + k * x + b\n",
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"def double_lorentzian(x, A1, x1, gamma1, A2, x2, gamma2, k, b):\n",
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" return lorentzian(x, A1, x1, gamma1, k, b) + lorentzian(x, A2, x2, gamma2, 0, 0)\n",
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"def triple_lorentzian(x, A1, x1, gamma1, A2, x2, gamma2, A3, x3, gamma3, k, b):\n",
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" return lorentzian(x, A1, x1, gamma1, k, b) + lorentzian(x, A2, x2, gamma2, 0, 0) + lorentzian(x, A3, x3, gamma3, 0, 0)\n",
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"%pwd"
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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": "3d6acae4",
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"metadata": {},
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"outputs": [],
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"source": [
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"def fitting_peek(x, y, x_range, function, guess, bound):\n",
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" mask = (x > x_range[0]) & (x < x_range[1])\n",
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" x = x[mask]\n",
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" y = y[mask]\n",
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" popt, pcov = curve_fit(function, x, y, p0=guess, maxfev=100000, bounds=bound)\n",
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" return popt"
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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": "32f145e5",
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"metadata": {},
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"outputs": [],
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"source": [
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"fitting_init_parameter = [\n",
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" [300, 196, 1, 2e3, 204, 0.8, 0, 900],\n",
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" [50, 266, 5, 0, 100],\n",
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" [1e3, 611, 5, 0, 100],\n",
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" [1e4, 776, 1, 1e3, 797, 1, 1, 100],\n",
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" [1e4, 776, 1, 1e4, 782, 1, 1e3, 797, 1, 1, 100],\n",
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" [1e4, 776, 1, 1, 100],\n",
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"]\n",
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"fitting_range = [\n",
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" [180, 220],\n",
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" [250, 280],\n",
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" [600, 617],\n",
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" [700, 850],\n",
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" [700, 850],\n",
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" [700, 792]\n",
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"]\n",
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"fitting_bound = [\n",
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" ([0, 192, 0, 0, 200, 0, -np.inf, -np.inf], [np.inf, 198, np.inf, np.inf, 206, np.inf, np.inf, np.inf]),\n",
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" ([0, 260, 0, -np.inf, -np.inf], [np.inf, 270, np.inf, np.inf, np.inf]),\n",
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" ([0, 605, 0, -np.inf, -np.inf], [np.inf, 617, np.inf, np.inf, np.inf]),\n",
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" (-np.inf, np.inf),\n",
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" (-np.inf, np.inf),\n",
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" (-np.inf, np.inf)\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": null,
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"id": "4dd7c5fd",
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"metadata": {},
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"outputs": [
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",
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"dtype": "f8"
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}
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}
|
|
],
|
|
"layout": {
|
|
"height": 1080,
|
|
"template": {
|
|
"data": {
|
|
"bar": [
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{
|
|
"error_x": {
|
|
"color": "#2a3f5f"
|
|
},
|
|
"error_y": {
|
|
"color": "#2a3f5f"
|
|
},
|
|
"marker": {
|
|
"line": {
|
|
"color": "#E5ECF6",
|
|
"width": 0.5
|
|
},
|
|
"pattern": {
|
|
"fillmode": "overlay",
|
|
"size": 10,
|
|
"solidity": 0.2
|
|
}
|
|
},
|
|
"type": "bar"
|
|
}
|
|
],
|
|
"barpolar": [
|
|
{
|
|
"marker": {
|
|
"line": {
|
|
"color": "#E5ECF6",
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|
"width": 0.5
|
|
},
|
|
"pattern": {
|
|
"fillmode": "overlay",
|
|
"size": 10,
|
|
"solidity": 0.2
|
|
}
|
|
},
|
|
"type": "barpolar"
|
|
}
|
|
],
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"source": [
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"# 读取 251019/2/*.txt 数据，拟合其中的 A1-1 位置\n",
|
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"def file_path(lean, half):\n",
|
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" return f'画图/拉曼结果拟合/251019/2/zxxz{\"\" if lean == 0 else \"垫高\"}{\"前\" if half == 0 else \"后\"}半.txt'\n",
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"x = [[[] for h in range(2)] for l in range(2)]\n",
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|
"y = [[[] for h in range(2)] for l in range(2)]\n",
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"for lean in range(2):\n",
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" for half in range(2):\n",
|
|
" with open(file_path(lean, half), 'r') as f:\n",
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" lines = f.readlines()\n",
|
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" for site in range(10):\n",
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" x[lean][half].append([float(i) for i in lines[0].strip().split()])\n",
|
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" y[lean][half].append([float(i) for i in lines[site+1].strip().split()[1:]])\n",
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"fig = go.Figure()\n",
|
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"for lean in range(2):\n",
|
|
" for half in range(2):\n",
|
|
" for site in range(10):\n",
|
|
" fig.add_trace(go.Scatter(x=x[lean][half][site], y=np.log10(y[lean][half][site]), mode='lines', name=f'{lean} {half} {site}'))\n",
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"fig.update_layout(width=1920, height=1080)\n",
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"fig.show()"
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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": 13,
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"id": "02d1b75d",
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"metadata": {},
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"outputs": [
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",
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"dtype": "f8"
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}
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}
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],
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"layout": {
|
|
"height": 1080,
|
|
"template": {
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|
"data": {
|
|
"bar": [
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{
|
|
"error_x": {
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|
"color": "#2a3f5f"
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},
|
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"error_y": {
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|
"color": "#2a3f5f"
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|
},
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|
"marker": {
|
|
"line": {
|
|
"color": "#E5ECF6",
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|
"width": 0.5
|
|
},
|
|
"pattern": {
|
|
"fillmode": "overlay",
|
|
"size": 10,
|
|
"solidity": 0.2
|
|
}
|
|
},
|
|
"type": "bar"
|
|
}
|
|
],
|
|
"barpolar": [
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|
{
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|
"marker": {
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|
"line": {
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|
"color": "#E5ECF6",
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"width": 0.5
|
|
},
|
|
"pattern": {
|
|
"fillmode": "overlay",
|
|
"size": 10,
|
|
"solidity": 0.2
|
|
}
|
|
},
|
|
"type": "barpolar"
|
|
}
|
|
],
|
|
"carpet": [
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{
|
|
"aaxis": {
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"endlinecolor": "#2a3f5f",
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"showbackground": true,
|
|
"ticks": "",
|
|
"zerolinecolor": "white"
|
|
}
|
|
},
|
|
"shapedefaults": {
|
|
"line": {
|
|
"color": "#2a3f5f"
|
|
}
|
|
},
|
|
"ternary": {
|
|
"aaxis": {
|
|
"gridcolor": "white",
|
|
"linecolor": "white",
|
|
"ticks": ""
|
|
},
|
|
"baxis": {
|
|
"gridcolor": "white",
|
|
"linecolor": "white",
|
|
"ticks": ""
|
|
},
|
|
"bgcolor": "#E5ECF6",
|
|
"caxis": {
|
|
"gridcolor": "white",
|
|
"linecolor": "white",
|
|
"ticks": ""
|
|
}
|
|
},
|
|
"title": {
|
|
"x": 0.05
|
|
},
|
|
"xaxis": {
|
|
"automargin": true,
|
|
"gridcolor": "white",
|
|
"linecolor": "white",
|
|
"ticks": "",
|
|
"title": {
|
|
"standoff": 15
|
|
},
|
|
"zerolinecolor": "white",
|
|
"zerolinewidth": 2
|
|
},
|
|
"yaxis": {
|
|
"automargin": true,
|
|
"gridcolor": "white",
|
|
"linecolor": "white",
|
|
"ticks": "",
|
|
"title": {
|
|
"standoff": 15
|
|
},
|
|
"zerolinecolor": "white",
|
|
"zerolinewidth": 2
|
|
}
|
|
}
|
|
},
|
|
"width": 1920
|
|
}
|
|
}
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"y_averaged = [[[np.mean(np.array(y[l][h])[:, i]) for i in range(len(y[l][h][0]))] for h in range(2)] for l in range(2)]\n",
|
|
"fig = go.Figure()\n",
|
|
"for lean in range(2):\n",
|
|
" for half in range(2):\n",
|
|
" fig.add_trace(go.Scatter(x=x[lean][half][0], y=np.log10(y_averaged[lean][half]), mode='lines', name=f'{lean} {half}'))\n",
|
|
"fig.update_layout(width=1920, height=1080)\n",
|
|
"fig.show()"
|
|
]
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "Python 3",
|
|
"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": "3.13.7"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 5
|
|
}
|