{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "ad8424f1-4fd8-4f68-9557-f560d5a28e4b",
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"import matplotlib.pyplot as plt\n",
"import sys\n",
"import os\n",
"sys.path.append('..')\n",
"from QX8800SP_DA import *\n",
"plt.rcParams['font.family'] = ['SimHei'] # 用来正常显示中文标签\n",
"plt.rcParams['axes.unicode_minus'] = False # 用来正常显示负号\n",
"pd.set_option('display.max_columns', None) #显示所有列,把行显示设置成最大\n",
"pd.set_option('display.max_rows', None) #显示所有行,把列显示设置成最大\n",
"#交互式绘图\n",
"%matplotlib widget"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "ccb60f92-e657-4732-a679-6ca67bfcf201",
"metadata": {
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"MCX (94, 118)\n",
"MCY (94, 118)\n",
"Angle14 (94, 18)\n",
"M1X (94, 118)\n",
"M1Y (94, 118)\n",
"M4X (94, 18)\n",
"M4Y (94, 18)\n",
"Angle13 (94, 101)\n",
"M3X (94, 101)\n",
"M3Y (94, 101)\n",
"Note (7, 2)\n"
]
}
],
"source": [
"#写入TotalData\n",
"DieType = 'Die4'\n",
"TotalData = pd.read_excel(f'../{DieType}AllData.xlsx',sheet_name=None,header=0,index_col = 0)\n",
"die_nums = -4\n",
"for i in TotalData:\n",
" print(i,TotalData[i].shape)"
]
},
{
"cell_type": "markdown",
"id": "8f9078d7",
"metadata": {},
"source": [
"## 对位Mark"
]
},
{
"cell_type": "markdown",
"id": "31b36a67",
"metadata": {},
"source": [
"### 对位MarkX"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "6de0e187",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" 01.22.1-Die4 | \n",
" 01.24.1-Die4 | \n",
" 01.27.1-Die4 | \n",
" 02.01.1-Die4 | \n",
"
\n",
" \n",
" \n",
" \n",
" | count | \n",
" 73.000000 | \n",
" 73.000000 | \n",
" 75.000000 | \n",
" 73.000000 | \n",
"
\n",
" \n",
" | mean | \n",
" 0.768096 | \n",
" 0.753986 | \n",
" 0.023787 | \n",
" -0.058281 | \n",
"
\n",
" \n",
" | std | \n",
" 0.212475 | \n",
" 0.252671 | \n",
" 0.241951 | \n",
" 0.301363 | \n",
"
\n",
" \n",
" | min | \n",
" 0.110000 | \n",
" -0.177000 | \n",
" -0.426000 | \n",
" -0.803000 | \n",
"
\n",
" \n",
" | 25% | \n",
" 0.641000 | \n",
" 0.589000 | \n",
" -0.129750 | \n",
" -0.248000 | \n",
"
\n",
" \n",
" | 50% | \n",
" 0.773500 | \n",
" 0.730000 | \n",
" -0.024500 | \n",
" -0.036500 | \n",
"
\n",
" \n",
" | 75% | \n",
" 0.939500 | \n",
" 0.883500 | \n",
" 0.134000 | \n",
" 0.169500 | \n",
"
\n",
" \n",
" | max | \n",
" 1.195500 | \n",
" 1.657000 | \n",
" 0.676500 | \n",
" 0.728500 | \n",
"
\n",
" \n",
" | range | \n",
" 1.085500 | \n",
" 1.834000 | \n",
" 1.102500 | \n",
" 1.531500 | \n",
"
\n",
" \n",
" | 3sigma | \n",
" 0.637425 | \n",
" 0.758012 | \n",
" 0.725854 | \n",
" 0.904090 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" 01.22.1-Die4 01.24.1-Die4 01.27.1-Die4 02.01.1-Die4\n",
"count 73.000000 73.000000 75.000000 73.000000\n",
"mean 0.768096 0.753986 0.023787 -0.058281\n",
"std 0.212475 0.252671 0.241951 0.301363\n",
"min 0.110000 -0.177000 -0.426000 -0.803000\n",
"25% 0.641000 0.589000 -0.129750 -0.248000\n",
"50% 0.773500 0.730000 -0.024500 -0.036500\n",
"75% 0.939500 0.883500 0.134000 0.169500\n",
"max 1.195500 1.657000 0.676500 0.728500\n",
"range 1.085500 1.834000 1.102500 1.531500\n",
"3sigma 0.637425 0.758012 0.725854 0.904090"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# AlignMarkX = TotalData['M3X'].dropna(subset='QX8800SP_Index').set_index('QX8800SP_Index').iloc[:,die_nums:]\n",
"AlignMarkX = TotalData['MCX'].dropna(subset='QX8800SP_Index').set_index('QX8800SP_Index').iloc[:,die_nums:].sort_index(axis=1)\n",
"AXdescibe = describe_3s(AlignMarkX)\n",
"AXdescibe"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "5355743f",
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "fd8522100daf475ebf21650ea29065fd",
"version_major": 2,
"version_minor": 0
},
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",
"text/html": [
"\n",
" \n",
"
\n",
" Figure\n",
"
\n",
"

\n",
"
\n",
" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(2,1)\n",
"ax[0].plot([i+1 for i in range(len(AlignMarkX.columns))],AXdescibe.loc['mean'],linestyle = '-.',marker = 'o',color='w')\n",
"AlignMarkX.boxplot(ax=ax[0])\n",
"ax[0].axhline(0,c='orange',ls='-.',label=r'Mean_X:$0um\\pm0.10um$')\n",
"for i in range(len(AlignMarkX.columns)):\n",
" ax[0].annotate(round(AXdescibe.loc['mean'][i],3), \n",
" xy=(i+1,AXdescibe.loc['mean'][i]),\n",
" xytext=(i+0.95,AXdescibe.loc['mean'][i]),\n",
" fontsize=15,\n",
" color=\"r\")\n",
"ax[0].legend()\n",
"ax[0].set_title('mean_X/Day')\n",
"labels = ax[0].get_xticklabels()\n",
"plt.setp(labels, rotation=90)\n",
"ax[1].plot([i for i in AlignMarkX.columns],AXdescibe.loc['3sigma'],marker = 'o')\n",
"ax[1].axhline(0.8,c='orange',ls='-.',label=r'3sigma_X:$<0.800um$')\n",
"ax[1].axhline(0.57,c='green',ls='-.',label=r'3sigma_X:$<0.570um$')\n",
"for i in range(len(AlignMarkX.columns)):\n",
" ax[1].annotate(round(AXdescibe.loc['3sigma'][i],3), \n",
" xy=(i,AXdescibe.loc['3sigma'][i]),\n",
" xytext=(i,AXdescibe.loc['3sigma'][i]),\n",
" fontsize=15,\n",
" color=\"r\")\n",
"ax[1].legend() \n",
"ax[1].set_title('3sigam_X/Day')\n",
"labels = ax[1].get_xticklabels()\n",
"plt.setp(labels, rotation=90)\n",
"# ax[2].plot([i for i in AlignMarkX.columns],AXdescibe.loc['range'],marker = 'o')\n",
"# for i in range(len(AlignMarkX.columns)):\n",
"# ax[2].annotate(round(AXdescibe.loc['range'][i],3), \n",
"# xy=(i,AXdescibe.loc['range'][i]),\n",
"# xytext=(i,AXdescibe.loc['range'][i]),\n",
"# color=\"r\")\n",
"# ax[2].set_title('Range_X/Day')\n",
"plt.suptitle(f'{DieType} 对位Mark:X')\n",
"fig.tight_layout()\n",
"plt.savefig(f'{DieType}/{DieType}对位MarkX.jpg',dpi=200)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "64f88c9a",
"metadata": {},
"source": [
"### 对位MarkY"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "9e294f7b-3ea3-4a33-99b5-92e22bd1a827",
"metadata": {
"tags": []
},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" 01.22.1-Die4 | \n",
" 01.24.1-Die4 | \n",
" 01.27.1-Die4 | \n",
" 02.01.1-Die4 | \n",
"
\n",
" \n",
" \n",
" \n",
" | count | \n",
" 73.000000 | \n",
" 73.000000 | \n",
" 75.000000 | \n",
" 73.000000 | \n",
"
\n",
" \n",
" | mean | \n",
" -0.206288 | \n",
" -0.112151 | \n",
" 0.425573 | \n",
" -0.030158 | \n",
"
\n",
" \n",
" | std | \n",
" 0.266299 | \n",
" 0.228874 | \n",
" 0.267416 | \n",
" 0.232521 | \n",
"
\n",
" \n",
" | min | \n",
" -0.849500 | \n",
" -0.722000 | \n",
" -0.402500 | \n",
" -0.640500 | \n",
"
\n",
" \n",
" | 25% | \n",
" -0.403500 | \n",
" -0.278000 | \n",
" 0.280000 | \n",
" -0.193000 | \n",
"
\n",
" \n",
" | 50% | \n",
" -0.193500 | \n",
" -0.082000 | \n",
" 0.432500 | \n",
" -0.029000 | \n",
"
\n",
" \n",
" | 75% | \n",
" -0.025000 | \n",
" 0.035000 | \n",
" 0.583250 | \n",
" 0.156500 | \n",
"
\n",
" \n",
" | max | \n",
" 0.340000 | \n",
" 0.288000 | \n",
" 0.976000 | \n",
" 0.413500 | \n",
"
\n",
" \n",
" | range | \n",
" 1.189500 | \n",
" 1.010000 | \n",
" 1.378500 | \n",
" 1.054000 | \n",
"
\n",
" \n",
" | 3sigma | \n",
" 0.798897 | \n",
" 0.686621 | \n",
" 0.802248 | \n",
" 0.697562 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" 01.22.1-Die4 01.24.1-Die4 01.27.1-Die4 02.01.1-Die4\n",
"count 73.000000 73.000000 75.000000 73.000000\n",
"mean -0.206288 -0.112151 0.425573 -0.030158\n",
"std 0.266299 0.228874 0.267416 0.232521\n",
"min -0.849500 -0.722000 -0.402500 -0.640500\n",
"25% -0.403500 -0.278000 0.280000 -0.193000\n",
"50% -0.193500 -0.082000 0.432500 -0.029000\n",
"75% -0.025000 0.035000 0.583250 0.156500\n",
"max 0.340000 0.288000 0.976000 0.413500\n",
"range 1.189500 1.010000 1.378500 1.054000\n",
"3sigma 0.798897 0.686621 0.802248 0.697562"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# AlignMarkY = TotalData['M3Y'].dropna(subset='QX8800SP_Index').set_index('QX8800SP_Index').iloc[:,die_nums:]\n",
"AlignMarkY = TotalData['MCY'].dropna(subset='QX8800SP_Index').set_index('QX8800SP_Index').iloc[:,die_nums:].sort_index(axis=1)\n",
"AYdescibe = describe_3s(AlignMarkY)\n",
"AYdescibe"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "81162e4f-1ed2-4365-9e55-2a0177174f18",
"metadata": {
"tags": []
},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "a05b947a655c4795892a66bc1fe01e22",
"version_major": 2,
"version_minor": 0
},
"image/png": 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",
"text/html": [
"\n",
" \n",
"
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" Figure\n",
"
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"

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"
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" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(2,1)\n",
"ax[0].plot([i+1 for i in range(len(AlignMarkY.columns))],AYdescibe.loc['mean'],linestyle = '-.',marker = 'o',color='w')\n",
"AlignMarkY.boxplot(ax=ax[0])\n",
"ax[0].axhline(0,c='orange',ls='-.',label=r'Mean_Y:$0um\\pm0.10um$')\n",
"for i in range(len(AlignMarkY.columns)):\n",
" ax[0].annotate(round(AYdescibe.loc['mean'][i],2), \n",
" xy=(i+1,AYdescibe.loc['mean'][i]),\n",
" xytext=(i+0.95,AYdescibe.loc['mean'][i]),\n",
" fontsize=15,\n",
" color=\"r\")\n",
"ax[0].legend()\n",
"ax[0].set_title('mean_Y/Day')\n",
"labels = ax[0].get_xticklabels()\n",
"plt.setp(labels, rotation=90)\n",
"ax[1].plot([i for i in AlignMarkY.columns],AYdescibe.loc['3sigma'],marker = 'o')\n",
"ax[1].axhline(0.8,c='orange',ls='-.',label=r'3sigma_Y:$<0.800um$')\n",
"ax[1].axhline(0.57,c='green',ls='-.',label=r'3sigma_Y:$<0.570um$')\n",
"for i in range(len(AlignMarkY.columns)):\n",
" ax[1].annotate(round(AYdescibe.loc['3sigma'][i],3), \n",
" xy=(i,AYdescibe.loc['3sigma'][i]),\n",
" xytext=(i,AYdescibe.loc['3sigma'][i]),\n",
" fontsize=15,\n",
" color=\"r\")\n",
"ax[1].legend() \n",
"ax[1].set_title('3sigam_Y/Day')\n",
"labels = ax[1].get_xticklabels()\n",
"plt.setp(labels, rotation=90)\n",
"# ax[2].plot([i for i in AlignMarkY.columns],AYdescibe.loc['range'],marker = 'o')\n",
"# for i in range(len(AlignMarkY.columns)):\n",
"# ax[2].annotate(round(AYdescibe.loc['range'][i],3), \n",
"# xy=(i,AYdescibe.loc['range'][i]),\n",
"# xytext=(i,AYdescibe.loc['range'][i]),\n",
"# color=\"r\")\n",
"# ax[2].set_title('Range_Y/Day')\n",
"plt.suptitle(f'{DieType} 对位Mark:Y')\n",
"fig.tight_layout()\n",
"plt.savefig(f'{DieType}/{DieType}对位MarkY.jpg',dpi=200)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "6ace8d23",
"metadata": {},
"source": [
"## 角度Mark"
]
},
{
"cell_type": "markdown",
"id": "c70c8ca9",
"metadata": {},
"source": [
"### 角度MarkX"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "87ad2953",
"metadata": {},
"outputs": [],
"source": [
"# AngleMarkX = TotalData['M1X'].dropna(subset='QX8800SP_Index').set_index('QX8800SP_Index').iloc[:,die_nums:].sort_index(axis=1)\n",
"# RXdescibe = describe_3s(AngleMarkX)\n",
"# RXdescibe"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "2dcd5e1f-bcd3-4100-8aa0-f2125301c1e3",
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"# fig, ax = plt.subplots(2,1)\n",
"# ax[0].plot([i+1 for i in range(len(AngleMarkX.columns))],RXdescibe.loc['mean'],linestyle = '-.',marker = 'o',color='w')\n",
"# AngleMarkX.boxplot(ax=ax[0])\n",
"# ax[0].axhline(0,c='orange',ls='-.',label=r'Mean_X:$0um\\pm0.10um$')\n",
"# for i in range(len(AngleMarkX.columns)):\n",
"# ax[0].annotate(round(RXdescibe.loc['mean'][i],2), \n",
"# xy=(i+1,RXdescibe.loc['mean'][i]),\n",
"# xytext=(i+0.95,RXdescibe.loc['mean'][i]+2),\n",
"# fontsize=15,\n",
"# color=\"r\")\n",
"# ax[0].legend()\n",
"# ax[0].set_title('mean_X/Day')\n",
"# labels = ax[0].get_xticklabels()\n",
"# plt.setp(labels, rotation=90)\n",
"# ax[1].plot([i for i in AngleMarkX.columns],RXdescibe.loc['3sigma'],marker = 'o')\n",
"# ax[1].axhline(0.8,c='orange',ls='-.',label=r'3sigma_X:$<0.800um$')\n",
"# for i in range(len(AngleMarkX.columns)):\n",
"# ax[1].annotate(round(RXdescibe.loc['3sigma'][i],3), \n",
"# xy=(i,RXdescibe.loc['3sigma'][i]),\n",
"# xytext=(i,RXdescibe.loc['3sigma'][i]),\n",
"# fontsize=15,\n",
"# color=\"r\")\n",
"# ax[1].legend() \n",
"# ax[1].set_title('3sigam_X/Day')\n",
"# labels = ax[1].get_xticklabels()\n",
"# plt.setp(labels, rotation=90)\n",
"# # ax[2].plot([i for i in AngleMarkX.columns],RXdescibe.loc['range'],marker = 'o')\n",
"# # for i in range(len(AngleMarkX.columns)):\n",
"# # ax[2].annotate(round(RXdescibe.loc['range'][i],3), \n",
"# # xy=(i,RXdescibe.loc['range'][i]),\n",
"# # xytext=(i,RXdescibe.loc['range'][i]),\n",
"# # color=\"r\")\n",
"# # ax[2].set_title('Range_X/Day')\n",
"# plt.suptitle('Die4 角度Mark:X')\n",
"# fig.tight_layout()\n",
"# plt.savefig('Die4/Die4角度MarkX.jpg',dpi=200)\n",
"# plt.show()"
]
},
{
"cell_type": "markdown",
"id": "fca6defb",
"metadata": {},
"source": [
"### 角度MarkY"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "389557c5",
"metadata": {},
"outputs": [],
"source": [
"# AngleMarkY = TotalData['M1Y'].dropna(subset='QX8800SP_Index').set_index('QX8800SP_Index').iloc[:,die_nums:].sort_index(axis=1)\n",
"# RYdescibe = describe_3s(AngleMarkY)\n",
"# RYdescibe"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "c7a1606f-4530-4fa6-89ce-892a57c06493",
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"# fig, ax = plt.subplots(2,1)\n",
"# ax[0].plot([i+1 for i in range(len(AngleMarkY.columns))],RYdescibe.loc['mean'],linestyle = '-.',marker = 'o',color='w')\n",
"# AngleMarkY.boxplot(ax=ax[0])\n",
"# ax[0].axhline(0,c='orange',ls='-.',label=r'Mean_Y:$0um\\pm0.10um$')\n",
"# for i in range(len(AngleMarkY.columns)):\n",
"# ax[0].annotate(round(RYdescibe.loc['mean'][i],2), \n",
"# xy=(i+1,RYdescibe.loc['mean'][i]),\n",
"# xytext=(i+0.95,RYdescibe.loc['mean'][i]+2),\n",
"# fontsize=15,\n",
"# color=\"r\")\n",
"# ax[0].legend()\n",
"# ax[0].set_title('mean_Y/Day')\n",
"# labels = ax[0].get_xticklabels()\n",
"# plt.setp(labels, rotation=90)\n",
"# ax[1].plot([i for i in AngleMarkY.columns],RYdescibe.loc['3sigma'],marker = 'o')\n",
"# ax[1].axhline(0.8,c='orange',ls='-.',label=r'3sigma_Y:$<0.800um$')\n",
"# for i in range(len(AngleMarkY.columns)):\n",
"# ax[1].annotate(round(RYdescibe.loc['3sigma'][i],3), \n",
"# xy=(i,RYdescibe.loc['3sigma'][i]),\n",
"# xytext=(i,RYdescibe.loc['3sigma'][i]),\n",
"# fontsize=15,\n",
"# color=\"r\")\n",
"# ax[1].legend() \n",
"# ax[1].set_title('3sigam_Y/Day')\n",
"# labels = ax[1].get_xticklabels()\n",
"# plt.setp(labels, rotation=90)\n",
"# # ax[2].plot([i for i in AngleMarkY.columns],RYdescibe.loc['range'],marker = 'o')\n",
"# # for i in range(len(AngleMarkY.columns)):\n",
"# # ax[2].annotate(round(RYdescibe.loc['range'][i],3), \n",
"# # xy=(i,RYdescibe.loc['range'][i]),\n",
"# # xytext=(i,RYdescibe.loc['range'][i]),\n",
"# # color=\"r\")\n",
"# # ax[2].set_title('Range_Y/Day')\n",
"# plt.suptitle('Die4 角度Mark:Y')\n",
"# fig.tight_layout()\n",
"# plt.savefig('Die4/Die4角度MarkY.jpg',dpi=200)\n",
"# plt.show()"
]
},
{
"cell_type": "markdown",
"id": "57aab54c-ca77-46e9-bdfa-becc3323ab8f",
"metadata": {},
"source": [
"## 角度"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "3b9aba3d-417d-4292-ac07-8c9d25d260b8",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" 01.22.1-Die4 | \n",
" 01.24.1-Die4 | \n",
" 01.27.1-Die4 | \n",
" 02.01.1-Die4 | \n",
"
\n",
" \n",
" \n",
" \n",
" | count | \n",
" 73.000000 | \n",
" 73.000000 | \n",
" 75.000000 | \n",
" 73.000000 | \n",
"
\n",
" \n",
" | mean | \n",
" 0.000337 | \n",
" -0.000391 | \n",
" 0.000640 | \n",
" 0.000401 | \n",
"
\n",
" \n",
" | std | \n",
" 0.001984 | \n",
" 0.002175 | \n",
" 0.001908 | \n",
" 0.001580 | \n",
"
\n",
" \n",
" | min | \n",
" -0.005290 | \n",
" -0.006015 | \n",
" -0.004943 | \n",
" -0.003543 | \n",
"
\n",
" \n",
" | 25% | \n",
" -0.000751 | \n",
" -0.001849 | \n",
" -0.000219 | \n",
" -0.000651 | \n",
"
\n",
" \n",
" | 50% | \n",
" 0.000494 | \n",
" -0.000465 | \n",
" 0.000668 | \n",
" 0.000503 | \n",
"
\n",
" \n",
" | 75% | \n",
" 0.001827 | \n",
" 0.001259 | \n",
" 0.001955 | \n",
" 0.001452 | \n",
"
\n",
" \n",
" | max | \n",
" 0.004086 | \n",
" 0.006093 | \n",
" 0.004053 | \n",
" 0.003912 | \n",
"
\n",
" \n",
" | range | \n",
" 0.009376 | \n",
" 0.012107 | \n",
" 0.008995 | \n",
" 0.007455 | \n",
"
\n",
" \n",
" | 3sigma | \n",
" 0.005951 | \n",
" 0.006526 | \n",
" 0.005724 | \n",
" 0.004741 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" 01.22.1-Die4 01.24.1-Die4 01.27.1-Die4 02.01.1-Die4\n",
"count 73.000000 73.000000 75.000000 73.000000\n",
"mean 0.000337 -0.000391 0.000640 0.000401\n",
"std 0.001984 0.002175 0.001908 0.001580\n",
"min -0.005290 -0.006015 -0.004943 -0.003543\n",
"25% -0.000751 -0.001849 -0.000219 -0.000651\n",
"50% 0.000494 -0.000465 0.000668 0.000503\n",
"75% 0.001827 0.001259 0.001955 0.001452\n",
"max 0.004086 0.006093 0.004053 0.003912\n",
"range 0.009376 0.012107 0.008995 0.007455\n",
"3sigma 0.005951 0.006526 0.005724 0.004741"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Angle = TotalData['Angle14'].dropna(subset='QX8800SP_Index').set_index('QX8800SP_Index').iloc[:,die_nums:].sort_index(axis=1)\n",
"Angdescibe = describe_3s(Angle)\n",
"Angdescibe"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "5ce2eec7-a959-4716-92a0-4aaad88b96b3",
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
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"version_major": 2,
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",
"text/html": [
"\n",
" \n",
"
\n",
" Figure\n",
"
\n",
"

\n",
"
\n",
" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(2,1)\n",
"ax[0].plot([i+1 for i in range(len(Angle.columns))],Angdescibe.loc['mean'],linestyle = '-.',marker = 'o',color='w')\n",
"Angle.boxplot(ax=ax[0])\n",
"ax[0].axhline(0,c='orange',ls='-.',label=r'Mean_Angle:$0°\\pm0.0005°$')\n",
"for i in range(len(Angle.columns)):\n",
" ax[0].annotate(round(Angdescibe.loc['mean'][i],5), \n",
" xy=(i+1,Angdescibe.loc['mean'][i]),\n",
" xytext=(i+0.95,Angdescibe.loc['mean'][i]),\n",
" fontsize=12,\n",
" color=\"r\")\n",
"ax[0].legend()\n",
"ax[0].set_title('mean_Angle/Day')\n",
"labels = ax[0].get_xticklabels()\n",
"plt.setp(labels, rotation=90)\n",
"ax[1].plot([i for i in Angle.columns],Angdescibe.loc['3sigma'],marker = 'o')\n",
"ax[1].axhline(0.001,c='orange',ls='-.',label=r'3sigma_Angle:$<0.001°$')\n",
"for i in range(len(Angle.columns)):\n",
" ax[1].annotate(round(Angdescibe.loc['3sigma'][i],5), \n",
" xy=(i,Angdescibe.loc['3sigma'][i]),\n",
" xytext=(i,Angdescibe.loc['3sigma'][i]),\n",
" fontsize=12,\n",
" color=\"r\")\n",
"ax[1].legend() \n",
"ax[1].set_title('3sigam_Angle/Day')\n",
"labels = ax[1].get_xticklabels()\n",
"plt.setp(labels, rotation=90)\n",
"# ax[2].plot([i for i in Angle.columns],Angdescibe.loc['range'],marker = 'o')\n",
"# for i in range(len(Angle.columns)):\n",
"# ax[2].annotate(round(Angdescibe.loc['range'][i],3), \n",
"# xy=(i,Angdescibe.loc['range'][i]),\n",
"# xytext=(i,Angdescibe.loc['range'][i]),\n",
"# color=\"r\")\n",
"# ax[2].set_title('Range_Angle/Day')\n",
"plt.suptitle(f'{DieType} 角度(°)')\n",
"fig.tight_layout()\n",
"plt.savefig(f'{DieType}/{DieType}角度.jpg',dpi=200)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "f6b3c183-c253-46fb-80aa-45bb98f0eaad",
"metadata": {},
"source": [
"### 按wafer数据存储"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "c25e8976-f7cc-418f-8b1f-04a06a5b3386",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Die4对位MarkX局部补偿(um)')"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "97c6508c4f3e4f589b35df7f34305bfa",
"version_major": 2,
"version_minor": 0
},
"image/png": 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",
"text/html": [
"\n",
" \n",
"
\n",
" Figure\n",
"
\n",
"

\n",
"
\n",
" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# BC_X = pd.concat([AlignMarkX[i]-AlignMarkX[i].mean() for i in AlignMarkX.columns[-4:]],axis=1)\n",
"BC_X = pd.concat([AlignMarkX[i] for i in AlignMarkX.columns[-3:]],axis=1)\n",
"BC_X.plot(marker='o')\n",
"plt.title(f'{DieType}对位MarkX局部补偿(um)')"
]
},
{
"cell_type": "markdown",
"id": "639173af",
"metadata": {},
"source": [
"### 补偿值计算"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "7b6651ce-0935-4386-b6a4-634fd78aaee3",
"metadata": {},
"outputs": [],
"source": [
"# # BC_X = pd.concat([AlignMarkX[i]-AlignMarkX[i].mean() for i in AlignMarkX.columns[-4:]],axis=1)\n",
"# BC_X = pd.concat([AlignMarkX[i] for i in AlignMarkX.columns[-3:]],axis=1)\n",
"# BC_X.plot(marker='o')\n",
"# plt.title(f'{DieType}对位MarkX局部补偿(um)')"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "c8f85626-8763-49b3-a9ee-61d8d0fa4f9d",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Die1对位MarkX局部补偿(um)')"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "c83740f99243409d87fa0569fefcafc7",
"version_major": 2,
"version_minor": 0
},
"image/png": 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",
"text/html": [
"\n",
" \n",
"
\n",
" Figure\n",
"
\n",
"

\n",
"
\n",
" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"BC_X = BC_X.where(abs(BC_X)<1.2, np.nan)\n",
"BC_X.plot(marker='o')\n",
"plt.title('Die1对位MarkX局部补偿(um)')"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "61ce5e50-3b7b-4b70-8917-cc6bac2a1ced",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Die4对位MarkY(um)')"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "94e14bf41e1d404e955ed3e421638265",
"version_major": 2,
"version_minor": 0
},
"image/png": 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",
"text/html": [
"\n",
" \n",
"
\n",
" Figure\n",
"
\n",
"

\n",
"
\n",
" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# BC_Y = pd.concat([AlignMarkY[i]-AlignMarkY[i].mean() for i in AlignMarkY.columns[-4:]],axis=1)\n",
"BC_Y = pd.concat([AlignMarkY[i] for i in AlignMarkY.columns[-3:]],axis=1)\n",
"BC_Y.plot(marker='o')\n",
"plt.title(f'{DieType}对位MarkY(um)')"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "ac86dfdd-f506-4ac7-9590-c563900d70df",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Die1对位MarkY局部补偿(um)')"
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "f7c95134eb12482e963ea20e25c028fc",
"version_major": 2,
"version_minor": 0
},
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",
"text/html": [
"\n",
" \n",
"
\n",
" Figure\n",
"
\n",
"

\n",
"
\n",
" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"BC_Y = BC_Y.where(abs(BC_Y)<1.5, np.nan)\n",
"BC_Y.plot(marker='o')\n",
"plt.title('Die1对位MarkY局部补偿(um)')"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "a94845fc-49f0-41a1-99a0-b5f5cdff1a69",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Die4角度(°)')"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
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},
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"text/html": [
"\n",
" \n",
"
\n",
" Figure\n",
"
\n",
"

\n",
"
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" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# BC_A = pd.concat([Angle[i]-Angle[i].mean() for i in Angle.columns[-4:]],axis=1)\n",
"BC_A = pd.concat([Angle[i] for i in Angle.columns[-3:]],axis=1)\n",
"BC_A.plot(marker='o')\n",
"plt.title(f'{DieType}角度(°)')"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "b62b7df1",
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
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" | 56 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
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" | 57 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
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" | 58 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
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" \n",
" | 59 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
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" \n",
" | 60 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
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" \n",
" | 61 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
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" | 62 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
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" | 63 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
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" | 64 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
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" | 65 | \n",
" NaN | \n",
" NaN | \n",
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" | 66 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
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" | 67 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
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" \n",
" | 68 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
"
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" \n",
" | 69 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
"
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" \n",
" | 70 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
"
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" \n",
" | 71 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
"
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" \n",
" | 72 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
"
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" \n",
" | 73 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
"
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" \n",
" | 74 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
"
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" \n",
" | 75 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
"
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" \n",
" | 76 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
"
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" \n",
" | 77 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
"
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" \n",
" | 78 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
"
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" \n",
" | 79 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
"
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" \n",
" | 80 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
"
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" \n",
" | 81 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
"
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" \n",
" | 82 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
"
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" \n",
" | 83 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
"
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" \n",
" | 84 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
"
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" \n",
" | 85 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
"
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" \n",
" | 86 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
"
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" \n",
" | 87 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
"
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" \n",
"
\n",
"
"
],
"text/plain": [
" 对位MarkX 对位MarkY Angle\n",
"Index \n",
"1 NaN NaN NaN\n",
"2 NaN NaN NaN\n",
"3 NaN NaN NaN\n",
"4 NaN NaN NaN\n",
"5 NaN NaN NaN\n",
"6 NaN NaN NaN\n",
"7 NaN NaN NaN\n",
"8 NaN NaN NaN\n",
"9 NaN NaN NaN\n",
"10 NaN NaN NaN\n",
"11 NaN NaN NaN\n",
"12 NaN NaN NaN\n",
"13 NaN NaN NaN\n",
"14 NaN NaN NaN\n",
"15 NaN NaN NaN\n",
"16 NaN NaN NaN\n",
"17 NaN NaN NaN\n",
"18 NaN NaN NaN\n",
"19 NaN NaN NaN\n",
"20 NaN NaN NaN\n",
"21 NaN NaN NaN\n",
"22 NaN NaN NaN\n",
"23 NaN NaN NaN\n",
"24 NaN NaN NaN\n",
"25 NaN NaN NaN\n",
"26 NaN NaN NaN\n",
"27 NaN NaN NaN\n",
"28 NaN NaN NaN\n",
"29 NaN NaN NaN\n",
"30 NaN NaN NaN\n",
"31 NaN NaN NaN\n",
"32 NaN NaN NaN\n",
"33 NaN NaN NaN\n",
"34 NaN NaN NaN\n",
"35 NaN NaN NaN\n",
"36 NaN NaN NaN\n",
"37 NaN NaN NaN\n",
"38 NaN NaN NaN\n",
"39 NaN NaN NaN\n",
"40 NaN NaN NaN\n",
"41 NaN NaN NaN\n",
"42 NaN NaN NaN\n",
"43 NaN NaN NaN\n",
"44 NaN NaN NaN\n",
"45 NaN NaN NaN\n",
"46 NaN NaN NaN\n",
"47 NaN NaN NaN\n",
"48 NaN NaN NaN\n",
"49 NaN NaN NaN\n",
"50 NaN NaN NaN\n",
"51 NaN NaN NaN\n",
"52 NaN NaN NaN\n",
"53 NaN NaN NaN\n",
"54 NaN NaN NaN\n",
"55 NaN NaN NaN\n",
"56 NaN NaN NaN\n",
"57 NaN NaN NaN\n",
"58 NaN NaN NaN\n",
"59 NaN NaN NaN\n",
"60 NaN NaN NaN\n",
"61 NaN NaN NaN\n",
"62 NaN NaN NaN\n",
"63 NaN NaN NaN\n",
"64 NaN NaN NaN\n",
"65 NaN NaN NaN\n",
"66 NaN NaN NaN\n",
"67 NaN NaN NaN\n",
"68 NaN NaN NaN\n",
"69 NaN NaN NaN\n",
"70 NaN NaN NaN\n",
"71 NaN NaN NaN\n",
"72 NaN NaN NaN\n",
"73 NaN NaN NaN\n",
"74 NaN NaN NaN\n",
"75 NaN NaN NaN\n",
"76 NaN NaN NaN\n",
"77 NaN NaN NaN\n",
"78 NaN NaN NaN\n",
"79 NaN NaN NaN\n",
"80 NaN NaN NaN\n",
"81 NaN NaN NaN\n",
"82 NaN NaN NaN\n",
"83 NaN NaN NaN\n",
"84 NaN NaN NaN\n",
"85 NaN NaN NaN\n",
"86 NaN NaN NaN\n",
"87 NaN NaN NaN"
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"DieBC = pd.read_excel('SP-Die补偿模版.xlsx',index_col=0,header=0)\n",
"DieBC"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "f2ae7ed6-c025-4390-8bd1-4e3b82783c36",
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" 对位MarkX | \n",
" 对位MarkY | \n",
" Angle | \n",
"
\n",
" \n",
" | Index | \n",
" | \n",
" | \n",
" | \n",
"
\n",
" \n",
" \n",
" \n",
" | 1 | \n",
" 1.200500 | \n",
" -0.074000 | \n",
" -0.002286 | \n",
"
\n",
" \n",
" | 2 | \n",
" 1.302000 | \n",
" -0.215500 | \n",
" -0.001469 | \n",
"
\n",
" \n",
" | 3 | \n",
" 1.403500 | \n",
" -0.357000 | \n",
" -0.000653 | \n",
"
\n",
" \n",
" | 4 | \n",
" 0.659500 | \n",
" -0.155500 | \n",
" -0.003349 | \n",
"
\n",
" \n",
" | 5 | \n",
" 0.851750 | \n",
" 0.020000 | \n",
" -0.005550 | \n",
"
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" \n",
" | 6 | \n",
" 1.074750 | \n",
" -0.117500 | \n",
" -0.001236 | \n",
"
\n",
" \n",
" | 7 | \n",
" 0.468000 | \n",
" 0.175750 | \n",
" 0.002528 | \n",
"
\n",
" \n",
" | 8 | \n",
" 0.660625 | \n",
" 0.052250 | \n",
" 0.002228 | \n",
"
\n",
" \n",
" | 9 | \n",
" 0.853250 | \n",
" -0.071250 | \n",
" 0.001929 | \n",
"
\n",
" \n",
" | 10 | \n",
" 0.840500 | \n",
" -0.334250 | \n",
" 0.000419 | \n",
"
\n",
" \n",
" | 11 | \n",
" 0.997000 | \n",
" -0.419500 | \n",
" -0.000068 | \n",
"
\n",
" \n",
" | 12 | \n",
" 0.697750 | \n",
" -0.116500 | \n",
" -0.004727 | \n",
"
\n",
" \n",
" | 13 | \n",
" 0.771000 | \n",
" -0.240500 | \n",
" 0.001345 | \n",
"
\n",
" \n",
" | 14 | \n",
" 0.667750 | \n",
" 0.001000 | \n",
" 0.001440 | \n",
"
\n",
" \n",
" | 15 | \n",
" 1.001500 | \n",
" -0.540750 | \n",
" 0.002879 | \n",
"
\n",
" \n",
" | 16 | \n",
" 0.656125 | \n",
" -0.273625 | \n",
" 0.000073 | \n",
"
\n",
" \n",
" | 17 | \n",
" 0.310750 | \n",
" -0.006500 | \n",
" -0.002733 | \n",
"
\n",
" \n",
" | 18 | \n",
" 0.767500 | \n",
" -0.219250 | \n",
" -0.000727 | \n",
"
\n",
" \n",
" | 19 | \n",
" 0.513250 | \n",
" -0.143250 | \n",
" -0.000273 | \n",
"
\n",
" \n",
" | 20 | \n",
" 0.595500 | \n",
" -0.123750 | \n",
" -0.000297 | \n",
"
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" \n",
" | 21 | \n",
" 0.743750 | \n",
" -0.336750 | \n",
" -0.001582 | \n",
"
\n",
" \n",
" | 22 | \n",
" 0.256500 | \n",
" 0.095500 | \n",
" 0.001194 | \n",
"
\n",
" \n",
" | 23 | \n",
" 0.668750 | \n",
" -0.076000 | \n",
" 0.000078 | \n",
"
\n",
" \n",
" | 24 | \n",
" 0.621750 | \n",
" 0.236750 | \n",
" 0.001409 | \n",
"
\n",
" \n",
" | 25 | \n",
" 0.806125 | \n",
" 0.136875 | \n",
" 0.000757 | \n",
"
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" \n",
" | 26 | \n",
" 0.990500 | \n",
" 0.037000 | \n",
" 0.000106 | \n",
"
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" \n",
" | 27 | \n",
" 0.878000 | \n",
" -0.187750 | \n",
" 0.002208 | \n",
"
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" \n",
" | 28 | \n",
" 0.925250 | \n",
" -0.540750 | \n",
" -0.002771 | \n",
"
\n",
" \n",
" | 29 | \n",
" 0.810750 | \n",
" -0.461000 | \n",
" 0.001027 | \n",
"
\n",
" \n",
" | 30 | \n",
" 1.102750 | \n",
" -0.548750 | \n",
" 0.001561 | \n",
"
\n",
" \n",
" | 31 | \n",
" 0.954250 | \n",
" -0.166750 | \n",
" -0.002419 | \n",
"
\n",
" \n",
" | 32 | \n",
" 0.758750 | \n",
" 0.050750 | \n",
" -0.000367 | \n",
"
\n",
" \n",
" | 33 | \n",
" 0.775250 | \n",
" 0.119250 | \n",
" -0.000076 | \n",
"
\n",
" \n",
" | 34 | \n",
" 0.512500 | \n",
" 0.114250 | \n",
" 0.000664 | \n",
"
\n",
" \n",
" | 35 | \n",
" 0.847250 | \n",
" -0.538000 | \n",
" 0.001407 | \n",
"
\n",
" \n",
" | 36 | \n",
" 0.604500 | \n",
" -0.133250 | \n",
" 0.002469 | \n",
"
\n",
" \n",
" | 37 | \n",
" 0.821250 | \n",
" -0.169250 | \n",
" 0.001636 | \n",
"
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" \n",
" | 38 | \n",
" 1.032750 | \n",
" -0.231750 | \n",
" 0.001538 | \n",
"
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" \n",
" | 39 | \n",
" 0.885500 | \n",
" -0.471750 | \n",
" -0.001336 | \n",
"
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" \n",
" | 40 | \n",
" 0.638750 | \n",
" -0.418250 | \n",
" -0.000188 | \n",
"
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" \n",
" | 41 | \n",
" 0.846500 | \n",
" -0.255500 | \n",
" -0.000339 | \n",
"
\n",
" \n",
" | 42 | \n",
" 1.078250 | \n",
" -0.299250 | \n",
" -0.001601 | \n",
"
\n",
" \n",
" | 43 | \n",
" 0.505000 | \n",
" 0.268500 | \n",
" -0.000849 | \n",
"
\n",
" \n",
" | 44 | \n",
" 0.800750 | \n",
" -0.078000 | \n",
" 0.001630 | \n",
"
\n",
" \n",
" | 45 | \n",
" 0.568500 | \n",
" -0.025750 | \n",
" -0.000834 | \n",
"
\n",
" \n",
" | 46 | \n",
" 0.700500 | \n",
" 0.008625 | \n",
" 0.000779 | \n",
"
\n",
" \n",
" | 47 | \n",
" 0.832500 | \n",
" 0.043000 | \n",
" 0.002392 | \n",
"
\n",
" \n",
" | 48 | \n",
" 0.642500 | \n",
" -0.118500 | \n",
" 0.001642 | \n",
"
\n",
" \n",
" | 49 | \n",
" 0.647125 | \n",
" -0.182500 | \n",
" 0.001357 | \n",
"
\n",
" \n",
" | 50 | \n",
" 0.651750 | \n",
" -0.246500 | \n",
" 0.001072 | \n",
"
\n",
" \n",
" | 51 | \n",
" 0.649250 | \n",
" -0.417250 | \n",
" 0.000135 | \n",
"
\n",
" \n",
" | 52 | \n",
" 0.683500 | \n",
" -0.214250 | \n",
" -0.000032 | \n",
"
\n",
" \n",
" | 53 | \n",
" 0.593750 | \n",
" -0.535000 | \n",
" 0.002811 | \n",
"
\n",
" \n",
" | 54 | \n",
" 0.497500 | \n",
" 0.160500 | \n",
" -0.000593 | \n",
"
\n",
" \n",
" | 55 | \n",
" 0.645000 | \n",
" 0.159250 | \n",
" 0.000997 | \n",
"
\n",
" \n",
" | 56 | \n",
" 0.737833 | \n",
" 0.015083 | \n",
" 0.000605 | \n",
"
\n",
" \n",
" | 57 | \n",
" 0.830667 | \n",
" -0.129083 | \n",
" 0.000213 | \n",
"
\n",
" \n",
" | 58 | \n",
" 0.923500 | \n",
" -0.273250 | \n",
" -0.000179 | \n",
"
\n",
" \n",
" | 59 | \n",
" 0.925250 | \n",
" -0.505000 | \n",
" 0.001113 | \n",
"
\n",
" \n",
" | 60 | \n",
" 0.804750 | \n",
" -0.124000 | \n",
" 0.000243 | \n",
"
\n",
" \n",
" | 61 | \n",
" 0.835917 | \n",
" -0.137917 | \n",
" -0.000061 | \n",
"
\n",
" \n",
" | 62 | \n",
" 0.867083 | \n",
" -0.151833 | \n",
" -0.000366 | \n",
"
\n",
" \n",
" | 63 | \n",
" 0.898250 | \n",
" -0.165750 | \n",
" -0.000670 | \n",
"
\n",
" \n",
" | 64 | \n",
" 0.729500 | \n",
" -0.025000 | \n",
" -0.000796 | \n",
"
\n",
" \n",
" | 65 | \n",
" 0.725500 | \n",
" 0.119750 | \n",
" -0.003126 | \n",
"
\n",
" \n",
" | 66 | \n",
" 0.665000 | \n",
" 0.029125 | \n",
" -0.001388 | \n",
"
\n",
" \n",
" | 67 | \n",
" 0.604500 | \n",
" -0.061500 | \n",
" 0.000350 | \n",
"
\n",
" \n",
" | 68 | \n",
" 0.529500 | \n",
" -0.057250 | \n",
" 0.001281 | \n",
"
\n",
" \n",
" | 69 | \n",
" 0.822000 | \n",
" -0.170250 | \n",
" 0.001578 | \n",
"
\n",
" \n",
" | 70 | \n",
" 0.636500 | \n",
" -0.190500 | \n",
" 0.000577 | \n",
"
\n",
" \n",
" | 71 | \n",
" 0.578750 | \n",
" -0.245750 | \n",
" -0.000927 | \n",
"
\n",
" \n",
" | 72 | \n",
" 0.847750 | \n",
" -0.249250 | \n",
" 0.001042 | \n",
"
\n",
" \n",
" | 73 | \n",
" 0.752000 | \n",
" -0.119250 | \n",
" 0.000797 | \n",
"
\n",
" \n",
" | 74 | \n",
" 0.767250 | \n",
" -0.114000 | \n",
" -0.001578 | \n",
"
\n",
" \n",
" | 75 | \n",
" 0.649250 | \n",
" -0.044250 | \n",
" -0.004601 | \n",
"
\n",
" \n",
" | 76 | \n",
" 0.506500 | \n",
" -0.053500 | \n",
" -0.000300 | \n",
"
\n",
" \n",
" | 77 | \n",
" 0.827000 | \n",
" 0.032250 | \n",
" 0.001737 | \n",
"
\n",
" \n",
" | 78 | \n",
" 0.659000 | \n",
" -0.130500 | \n",
" -0.001005 | \n",
"
\n",
" \n",
" | 79 | \n",
" 0.550250 | \n",
" -0.220750 | \n",
" -0.001191 | \n",
"
\n",
" \n",
" | 80 | \n",
" 0.671500 | \n",
" -0.288250 | \n",
" -0.001393 | \n",
"
\n",
" \n",
" | 81 | \n",
" 0.935750 | \n",
" -0.270500 | \n",
" 0.000643 | \n",
"
\n",
" \n",
" | 82 | \n",
" 0.723250 | \n",
" -0.079250 | \n",
" 0.004854 | \n",
"
\n",
" \n",
" | 83 | \n",
" 1.066250 | \n",
" -0.336250 | \n",
" -0.000493 | \n",
"
\n",
" \n",
" | 84 | \n",
" 0.925000 | \n",
" -0.143000 | \n",
" -0.001576 | \n",
"
\n",
" \n",
" | 85 | \n",
" 0.925000 | \n",
" -0.143000 | \n",
" -0.001576 | \n",
"
\n",
" \n",
" | 86 | \n",
" 0.925000 | \n",
" -0.143000 | \n",
" -0.001576 | \n",
"
\n",
" \n",
" | 87 | \n",
" 0.925000 | \n",
" -0.143000 | \n",
" -0.001576 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" 对位MarkX 对位MarkY Angle\n",
"Index \n",
"1 1.200500 -0.074000 -0.002286\n",
"2 1.302000 -0.215500 -0.001469\n",
"3 1.403500 -0.357000 -0.000653\n",
"4 0.659500 -0.155500 -0.003349\n",
"5 0.851750 0.020000 -0.005550\n",
"6 1.074750 -0.117500 -0.001236\n",
"7 0.468000 0.175750 0.002528\n",
"8 0.660625 0.052250 0.002228\n",
"9 0.853250 -0.071250 0.001929\n",
"10 0.840500 -0.334250 0.000419\n",
"11 0.997000 -0.419500 -0.000068\n",
"12 0.697750 -0.116500 -0.004727\n",
"13 0.771000 -0.240500 0.001345\n",
"14 0.667750 0.001000 0.001440\n",
"15 1.001500 -0.540750 0.002879\n",
"16 0.656125 -0.273625 0.000073\n",
"17 0.310750 -0.006500 -0.002733\n",
"18 0.767500 -0.219250 -0.000727\n",
"19 0.513250 -0.143250 -0.000273\n",
"20 0.595500 -0.123750 -0.000297\n",
"21 0.743750 -0.336750 -0.001582\n",
"22 0.256500 0.095500 0.001194\n",
"23 0.668750 -0.076000 0.000078\n",
"24 0.621750 0.236750 0.001409\n",
"25 0.806125 0.136875 0.000757\n",
"26 0.990500 0.037000 0.000106\n",
"27 0.878000 -0.187750 0.002208\n",
"28 0.925250 -0.540750 -0.002771\n",
"29 0.810750 -0.461000 0.001027\n",
"30 1.102750 -0.548750 0.001561\n",
"31 0.954250 -0.166750 -0.002419\n",
"32 0.758750 0.050750 -0.000367\n",
"33 0.775250 0.119250 -0.000076\n",
"34 0.512500 0.114250 0.000664\n",
"35 0.847250 -0.538000 0.001407\n",
"36 0.604500 -0.133250 0.002469\n",
"37 0.821250 -0.169250 0.001636\n",
"38 1.032750 -0.231750 0.001538\n",
"39 0.885500 -0.471750 -0.001336\n",
"40 0.638750 -0.418250 -0.000188\n",
"41 0.846500 -0.255500 -0.000339\n",
"42 1.078250 -0.299250 -0.001601\n",
"43 0.505000 0.268500 -0.000849\n",
"44 0.800750 -0.078000 0.001630\n",
"45 0.568500 -0.025750 -0.000834\n",
"46 0.700500 0.008625 0.000779\n",
"47 0.832500 0.043000 0.002392\n",
"48 0.642500 -0.118500 0.001642\n",
"49 0.647125 -0.182500 0.001357\n",
"50 0.651750 -0.246500 0.001072\n",
"51 0.649250 -0.417250 0.000135\n",
"52 0.683500 -0.214250 -0.000032\n",
"53 0.593750 -0.535000 0.002811\n",
"54 0.497500 0.160500 -0.000593\n",
"55 0.645000 0.159250 0.000997\n",
"56 0.737833 0.015083 0.000605\n",
"57 0.830667 -0.129083 0.000213\n",
"58 0.923500 -0.273250 -0.000179\n",
"59 0.925250 -0.505000 0.001113\n",
"60 0.804750 -0.124000 0.000243\n",
"61 0.835917 -0.137917 -0.000061\n",
"62 0.867083 -0.151833 -0.000366\n",
"63 0.898250 -0.165750 -0.000670\n",
"64 0.729500 -0.025000 -0.000796\n",
"65 0.725500 0.119750 -0.003126\n",
"66 0.665000 0.029125 -0.001388\n",
"67 0.604500 -0.061500 0.000350\n",
"68 0.529500 -0.057250 0.001281\n",
"69 0.822000 -0.170250 0.001578\n",
"70 0.636500 -0.190500 0.000577\n",
"71 0.578750 -0.245750 -0.000927\n",
"72 0.847750 -0.249250 0.001042\n",
"73 0.752000 -0.119250 0.000797\n",
"74 0.767250 -0.114000 -0.001578\n",
"75 0.649250 -0.044250 -0.004601\n",
"76 0.506500 -0.053500 -0.000300\n",
"77 0.827000 0.032250 0.001737\n",
"78 0.659000 -0.130500 -0.001005\n",
"79 0.550250 -0.220750 -0.001191\n",
"80 0.671500 -0.288250 -0.001393\n",
"81 0.935750 -0.270500 0.000643\n",
"82 0.723250 -0.079250 0.004854\n",
"83 1.066250 -0.336250 -0.000493\n",
"84 0.925000 -0.143000 -0.001576\n",
"85 0.925000 -0.143000 -0.001576\n",
"86 0.925000 -0.143000 -0.001576\n",
"87 0.925000 -0.143000 -0.001576"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"BC_X = BC_X.mean(axis=1)\n",
"DieBC['对位MarkX'] = BC_X.fillna(BC_X.interpolate()).values\n",
"BC_Y = BC_Y.mean(axis=1)\n",
"DieBC['对位MarkY'] = BC_Y.fillna(BC_Y.interpolate()).values\n",
"BC_A = BC_A.mean(axis=1)\n",
"DieBC['Angle'] = BC_A.fillna(BC_A.interpolate()).values\n",
"# DieBC['Angle'] = 0\n",
"DieBC"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "1f25b0bc-e515-4bc4-b74f-8dbb38c728af",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2025-01-26\n"
]
}
],
"source": [
"import datetime\n",
"daytime = str(datetime.datetime.now())[:10]\n",
"print(daytime)\n",
"# DieBC.to_excel(f'{DieType}/{DieType}局部补偿{daytime}.xlsx')"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "2dddf61b-818e-4592-8b46-765bfa119856",
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"text/html": [
"\n",
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" | \n",
" 1 | \n",
" 2 | \n",
" 3 | \n",
"
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" \n",
" | 0 | \n",
" | \n",
" | \n",
" | \n",
"
\n",
" \n",
" \n",
" \n",
" | 全局补偿X | \n",
" 5.011179 | \n",
" NaN | \n",
" NaN | \n",
"
\n",
" \n",
" | 全局补偿Y | \n",
" 4.3037 | \n",
" NaN | \n",
" NaN | \n",
"
\n",
" \n",
" | 全局补偿角度 | \n",
" 0.021272 | \n",
" NaN | \n",
" NaN | \n",
"
\n",
" \n",
" | Index | \n",
" 对位MarkX | \n",
" 对位MarkY | \n",
" Angle | \n",
"
\n",
" \n",
" | 1 | \n",
" 4.955996 | \n",
" 0.036802 | \n",
" -0.002776 | \n",
"
\n",
" \n",
" | 2 | \n",
" 4.845454 | \n",
" 0.023719 | \n",
" -0.002758 | \n",
"
\n",
" \n",
" | 3 | \n",
" 4.734913 | \n",
" 0.010635 | \n",
" -0.00274 | \n",
"
\n",
" \n",
" | 4 | \n",
" 4.669163 | \n",
" 0.193469 | \n",
" -0.001076 | \n",
"
\n",
" \n",
" | 5 | \n",
" 4.738763 | \n",
" 0.38358 | \n",
" 0.003192 | \n",
"
\n",
" \n",
" | 6 | \n",
" 4.164096 | \n",
" 0.274163 | \n",
" -0.002247 | \n",
"
\n",
" \n",
" | 7 | \n",
" 3.320013 | \n",
" 0.41383 | \n",
" -0.007047 | \n",
"
\n",
" \n",
" | 8 | \n",
" 3.48043 | \n",
" 0.358413 | \n",
" -0.006823 | \n",
"
\n",
" \n",
" | 9 | \n",
" 3.640846 | \n",
" 0.302997 | \n",
" -0.0066 | \n",
"
\n",
" \n",
" | 10 | \n",
" 3.823513 | \n",
" 0.322163 | \n",
" -0.005644 | \n",
"
\n",
" \n",
" | 11 | \n",
" 4.214013 | \n",
" 0.147163 | \n",
" -0.003388 | \n",
"
\n",
" \n",
" | 12 | \n",
" 4.212846 | \n",
" 0.409247 | \n",
" 0.000336 | \n",
"
\n",
" \n",
" | 13 | \n",
" 3.49368 | \n",
" 0.156413 | \n",
" -0.005122 | \n",
"
\n",
" \n",
" | 14 | \n",
" 3.50793 | \n",
" 0.25258 | \n",
" -0.005712 | \n",
"
\n",
" \n",
" | 15 | \n",
" 3.71168 | \n",
" -0.252087 | \n",
" -0.006045 | \n",
"
\n",
" \n",
" | 16 | \n",
" 3.697055 | \n",
" -0.060545 | \n",
" -0.005397 | \n",
"
\n",
" \n",
" | 17 | \n",
" 3.68243 | \n",
" 0.130997 | \n",
" -0.004749 | \n",
"
\n",
" \n",
" | 18 | \n",
" 3.91468 | \n",
" 0.23333 | \n",
" -0.004538 | \n",
"
\n",
" \n",
" | 19 | \n",
" 3.73943 | \n",
" 0.274163 | \n",
" -0.006261 | \n",
"
\n",
" \n",
" | 20 | \n",
" 3.767013 | \n",
" 0.303413 | \n",
" -0.005471 | \n",
"
\n",
" \n",
" | 21 | \n",
" 3.770013 | \n",
" 0.272997 | \n",
" -0.003697 | \n",
"
\n",
" \n",
" | 22 | \n",
" 3.295596 | \n",
" 0.25383 | \n",
" -0.004555 | \n",
"
\n",
" \n",
" | 23 | \n",
" 3.671346 | \n",
" 0.009997 | \n",
" -0.003558 | \n",
"
\n",
" \n",
" | 24 | \n",
" 3.612763 | \n",
" 0.221747 | \n",
" -0.004734 | \n",
"
\n",
" \n",
" | 25 | \n",
" 3.79643 | \n",
" 0.184413 | \n",
" -0.004589 | \n",
"
\n",
" \n",
" | 26 | \n",
" 3.980096 | \n",
" 0.14708 | \n",
" -0.004444 | \n",
"
\n",
" \n",
" | 27 | \n",
" 3.678346 | \n",
" 0.180163 | \n",
" -0.006355 | \n",
"
\n",
" \n",
" | 28 | \n",
" 3.98993 | \n",
" 0.033913 | \n",
" -0.004611 | \n",
"
\n",
" \n",
" | 29 | \n",
" 3.708596 | \n",
" 0.327997 | \n",
" -0.006599 | \n",
"
\n",
" \n",
" | 30 | \n",
" 3.96918 | \n",
" -0.09067 | \n",
" -0.00728 | \n",
"
\n",
" \n",
" | 31 | \n",
" 4.268607 | \n",
" 0.611591 | \n",
" 0.000686 | \n",
"
\n",
" \n",
" | 32 | \n",
" 3.766513 | \n",
" 0.224247 | \n",
" -0.003924 | \n",
"
\n",
" \n",
" | 33 | \n",
" 3.695263 | \n",
" 0.238663 | \n",
" -0.004108 | \n",
"
\n",
" \n",
" | 34 | \n",
" 3.53868 | \n",
" 0.268497 | \n",
" -0.004894 | \n",
"
\n",
" \n",
" | 35 | \n",
" 3.779763 | \n",
" -0.273753 | \n",
" -0.00588 | \n",
"
\n",
" \n",
" | 36 | \n",
" 3.43768 | \n",
" 0.11958 | \n",
" -0.007756 | \n",
"
\n",
" \n",
" | 37 | \n",
" 3.680096 | \n",
" 0.162663 | \n",
" -0.007284 | \n",
"
\n",
" \n",
" | 38 | \n",
" 3.86693 | \n",
" -0.003337 | \n",
" -0.007504 | \n",
"
\n",
" \n",
" | 39 | \n",
" 3.790596 | \n",
" 0.161247 | \n",
" -0.006409 | \n",
"
\n",
" \n",
" | 40 | \n",
" 3.696346 | \n",
" 0.158247 | \n",
" -0.006057 | \n",
"
\n",
" \n",
" | 41 | \n",
" 3.863013 | \n",
" 0.202247 | \n",
" -0.006893 | \n",
"
\n",
" \n",
" | 42 | \n",
" 4.05944 | \n",
" 0.677174 | \n",
" -0.002701 | \n",
"
\n",
" \n",
" | 43 | \n",
" 3.711513 | \n",
" 0.355997 | \n",
" -0.003252 | \n",
"
\n",
" \n",
" | 44 | \n",
" 3.56443 | \n",
" 0.062413 | \n",
" -0.004971 | \n",
"
\n",
" \n",
" | 45 | \n",
" 3.733513 | \n",
" 0.07758 | \n",
" -0.004119 | \n",
"
\n",
" \n",
" | 46 | \n",
" 3.703763 | \n",
" 0.194538 | \n",
" -0.005883 | \n",
"
\n",
" \n",
" | 47 | \n",
" 3.674013 | \n",
" 0.311497 | \n",
" -0.007648 | \n",
"
\n",
" \n",
" | 48 | \n",
" 3.566096 | \n",
" 0.140497 | \n",
" -0.00704 | \n",
"
\n",
" \n",
" | 49 | \n",
" 3.606221 | \n",
" 0.14658 | \n",
" -0.006525 | \n",
"
\n",
" \n",
" | 50 | \n",
" 3.646346 | \n",
" 0.152663 | \n",
" -0.006011 | \n",
"
\n",
" \n",
" | 51 | \n",
" 3.61543 | \n",
" 0.145163 | \n",
" -0.006475 | \n",
"
\n",
" \n",
" | 52 | \n",
" 3.81568 | \n",
" 0.077163 | \n",
" -0.006455 | \n",
"
\n",
" \n",
" | 53 | \n",
" 3.393774 | \n",
" 0.009497 | \n",
" -0.005527 | \n",
"
\n",
" \n",
" | 54 | \n",
" 3.671846 | \n",
" 0.353913 | \n",
" -0.003943 | \n",
"
\n",
" \n",
" | 55 | \n",
" 3.748346 | \n",
" 0.321497 | \n",
" -0.004599 | \n",
"
\n",
" \n",
" | 56 | \n",
" 3.821846 | \n",
" 0.200941 | \n",
" -0.00481 | \n",
"
\n",
" \n",
" | 57 | \n",
" 3.895346 | \n",
" 0.080386 | \n",
" -0.005021 | \n",
"
\n",
" \n",
" | 58 | \n",
" 3.968846 | \n",
" -0.04017 | \n",
" -0.005232 | \n",
"
\n",
" \n",
" | 59 | \n",
" 3.923513 | \n",
" -0.006503 | \n",
" -0.006732 | \n",
"
\n",
" \n",
" | 60 | \n",
" 3.79443 | \n",
" 0.227997 | \n",
" -0.005791 | \n",
"
\n",
" \n",
" | 61 | \n",
" 3.791957 | \n",
" 0.167219 | \n",
" -0.005876 | \n",
"
\n",
" \n",
" | 62 | \n",
" 3.789485 | \n",
" 0.106441 | \n",
" -0.005961 | \n",
"
\n",
" \n",
" | 63 | \n",
" 3.787013 | \n",
" 0.045663 | \n",
" -0.006046 | \n",
"
\n",
" \n",
" | 64 | \n",
" 3.674263 | \n",
" 0.485497 | \n",
" -0.005151 | \n",
"
\n",
" \n",
" | 65 | \n",
" 4.023846 | \n",
" 0.227247 | \n",
" -0.000757 | \n",
"
\n",
" \n",
" | 66 | \n",
" 3.842346 | \n",
" 0.155163 | \n",
" -0.002659 | \n",
"
\n",
" \n",
" | 67 | \n",
" 3.660846 | \n",
" 0.08308 | \n",
" -0.004561 | \n",
"
\n",
" \n",
" | 68 | \n",
" 3.518096 | \n",
" 0.138163 | \n",
" -0.005465 | \n",
"
\n",
" \n",
" | 69 | \n",
" 3.711096 | \n",
" 0.128163 | \n",
" -0.006331 | \n",
"
\n",
" \n",
" | 70 | \n",
" 3.626263 | \n",
" 0.121413 | \n",
" -0.005901 | \n",
"
\n",
" \n",
" | 71 | \n",
" 3.68318 | \n",
" 0.25133 | \n",
" -0.004428 | \n",
"
\n",
" \n",
" | 72 | \n",
" 3.75218 | \n",
" 0.260997 | \n",
" -0.005047 | \n",
"
\n",
" \n",
" | 73 | \n",
" 3.56493 | \n",
" 0.231663 | \n",
" -0.007636 | \n",
"
\n",
" \n",
" | 74 | \n",
" 3.939263 | \n",
" 0.281997 | \n",
" -0.002727 | \n",
"
\n",
" \n",
" | 75 | \n",
" 4.255346 | \n",
" 0.155413 | \n",
" 0.000239 | \n",
"
\n",
" \n",
" | 76 | \n",
" 3.69343 | \n",
" 0.157663 | \n",
" -0.003123 | \n",
"
\n",
" \n",
" | 77 | \n",
" 3.66618 | \n",
" 0.191247 | \n",
" -0.005459 | \n",
"
\n",
" \n",
" | 78 | \n",
" 3.85643 | \n",
" 0.15958 | \n",
" -0.004388 | \n",
"
\n",
" \n",
" | 79 | \n",
" 3.747846 | \n",
" 0.057747 | \n",
" -0.004162 | \n",
"
\n",
" \n",
" | 80 | \n",
" 3.935346 | \n",
" 0.14633 | \n",
" -0.004026 | \n",
"
\n",
" \n",
" | 81 | \n",
" 3.855596 | \n",
" 0.177913 | \n",
" -0.006738 | \n",
"
\n",
" \n",
" | 82 | \n",
" 3.08668 | \n",
" 0.447663 | \n",
" -0.010005 | \n",
"
\n",
" \n",
" | 83 | \n",
" 4.245263 | \n",
" 0.095163 | \n",
" -0.003276 | \n",
"
\n",
" \n",
" | 84 | \n",
" 4.167502 | \n",
" 0.103486 | \n",
" -0.002822 | \n",
"
\n",
" \n",
" | 85 | \n",
" 4.167502 | \n",
" 0.103486 | \n",
" -0.002822 | \n",
"
\n",
" \n",
" | 86 | \n",
" 4.167502 | \n",
" 0.103486 | \n",
" -0.002822 | \n",
"
\n",
" \n",
" | 87 | \n",
" 4.167502 | \n",
" 0.103486 | \n",
" -0.002822 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" 1 2 3\n",
"0 \n",
"全局补偿X 5.011179 NaN NaN\n",
"全局补偿Y 4.3037 NaN NaN\n",
"全局补偿角度 0.021272 NaN NaN\n",
"Index 对位MarkX 对位MarkY Angle\n",
"1 4.955996 0.036802 -0.002776\n",
"2 4.845454 0.023719 -0.002758\n",
"3 4.734913 0.010635 -0.00274\n",
"4 4.669163 0.193469 -0.001076\n",
"5 4.738763 0.38358 0.003192\n",
"6 4.164096 0.274163 -0.002247\n",
"7 3.320013 0.41383 -0.007047\n",
"8 3.48043 0.358413 -0.006823\n",
"9 3.640846 0.302997 -0.0066\n",
"10 3.823513 0.322163 -0.005644\n",
"11 4.214013 0.147163 -0.003388\n",
"12 4.212846 0.409247 0.000336\n",
"13 3.49368 0.156413 -0.005122\n",
"14 3.50793 0.25258 -0.005712\n",
"15 3.71168 -0.252087 -0.006045\n",
"16 3.697055 -0.060545 -0.005397\n",
"17 3.68243 0.130997 -0.004749\n",
"18 3.91468 0.23333 -0.004538\n",
"19 3.73943 0.274163 -0.006261\n",
"20 3.767013 0.303413 -0.005471\n",
"21 3.770013 0.272997 -0.003697\n",
"22 3.295596 0.25383 -0.004555\n",
"23 3.671346 0.009997 -0.003558\n",
"24 3.612763 0.221747 -0.004734\n",
"25 3.79643 0.184413 -0.004589\n",
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"56 3.821846 0.200941 -0.00481\n",
"57 3.895346 0.080386 -0.005021\n",
"58 3.968846 -0.04017 -0.005232\n",
"59 3.923513 -0.006503 -0.006732\n",
"60 3.79443 0.227997 -0.005791\n",
"61 3.791957 0.167219 -0.005876\n",
"62 3.789485 0.106441 -0.005961\n",
"63 3.787013 0.045663 -0.006046\n",
"64 3.674263 0.485497 -0.005151\n",
"65 4.023846 0.227247 -0.000757\n",
"66 3.842346 0.155163 -0.002659\n",
"67 3.660846 0.08308 -0.004561\n",
"68 3.518096 0.138163 -0.005465\n",
"69 3.711096 0.128163 -0.006331\n",
"70 3.626263 0.121413 -0.005901\n",
"71 3.68318 0.25133 -0.004428\n",
"72 3.75218 0.260997 -0.005047\n",
"73 3.56493 0.231663 -0.007636\n",
"74 3.939263 0.281997 -0.002727\n",
"75 4.255346 0.155413 0.000239\n",
"76 3.69343 0.157663 -0.003123\n",
"77 3.66618 0.191247 -0.005459\n",
"78 3.85643 0.15958 -0.004388\n",
"79 3.747846 0.057747 -0.004162\n",
"80 3.935346 0.14633 -0.004026\n",
"81 3.855596 0.177913 -0.006738\n",
"82 3.08668 0.447663 -0.010005\n",
"83 4.245263 0.095163 -0.003276\n",
"84 4.167502 0.103486 -0.002822\n",
"85 4.167502 0.103486 -0.002822\n",
"86 4.167502 0.103486 -0.002822\n",
"87 4.167502 0.103486 -0.002822"
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"OldDieBCFileName = f'{DieType}局部补偿2025-01-22.xlsx'\n",
"OldDieBC = pd.read_excel(f'{DieType}/{OldDieBCFileName}',sheet_name=\"Result\",index_col=0,header=None)\n",
"OldDieBC"
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "672f1656-d7bf-4c63-a708-56199a5d27ab",
"metadata": {
"scrolled": true
},
"outputs": [
{
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" -0.006475 | \n",
" 0.649250 | \n",
" -0.417250 | \n",
" 0.000135 | \n",
" 2.96618 | \n",
" 0.562413 | \n",
" -0.006341 | \n",
"
\n",
" \n",
" | 52 | \n",
" 3.81568 | \n",
" 0.077163 | \n",
" -0.006455 | \n",
" 0.683500 | \n",
" -0.214250 | \n",
" -0.000032 | \n",
" 3.13218 | \n",
" 0.291413 | \n",
" -0.006486 | \n",
"
\n",
" \n",
" | 53 | \n",
" 3.393774 | \n",
" 0.009497 | \n",
" -0.005527 | \n",
" 0.593750 | \n",
" -0.535000 | \n",
" 0.002811 | \n",
" 2.800024 | \n",
" 0.544497 | \n",
" -0.002716 | \n",
"
\n",
" \n",
" | 54 | \n",
" 3.671846 | \n",
" 0.353913 | \n",
" -0.003943 | \n",
" 0.497500 | \n",
" 0.160500 | \n",
" -0.000593 | \n",
" 3.174346 | \n",
" 0.193413 | \n",
" -0.004535 | \n",
"
\n",
" \n",
" | 55 | \n",
" 3.748346 | \n",
" 0.321497 | \n",
" -0.004599 | \n",
" 0.645000 | \n",
" 0.159250 | \n",
" 0.000997 | \n",
" 3.103346 | \n",
" 0.162247 | \n",
" -0.003603 | \n",
"
\n",
" \n",
" | 56 | \n",
" 3.821846 | \n",
" 0.200941 | \n",
" -0.00481 | \n",
" 0.737833 | \n",
" 0.015083 | \n",
" 0.000605 | \n",
" 3.084013 | \n",
" 0.185858 | \n",
" -0.004205 | \n",
"
\n",
" \n",
" | 57 | \n",
" 3.895346 | \n",
" 0.080386 | \n",
" -0.005021 | \n",
" 0.830667 | \n",
" -0.129083 | \n",
" 0.000213 | \n",
" 3.06468 | \n",
" 0.209469 | \n",
" -0.004808 | \n",
"
\n",
" \n",
" | 58 | \n",
" 3.968846 | \n",
" -0.04017 | \n",
" -0.005232 | \n",
" 0.923500 | \n",
" -0.273250 | \n",
" -0.000179 | \n",
" 3.045346 | \n",
" 0.23308 | \n",
" -0.005411 | \n",
"
\n",
" \n",
" | 59 | \n",
" 3.923513 | \n",
" -0.006503 | \n",
" -0.006732 | \n",
" 0.925250 | \n",
" -0.505000 | \n",
" 0.001113 | \n",
" 2.998263 | \n",
" 0.498497 | \n",
" -0.005619 | \n",
"
\n",
" \n",
" | 60 | \n",
" 3.79443 | \n",
" 0.227997 | \n",
" -0.005791 | \n",
" 0.804750 | \n",
" -0.124000 | \n",
" 0.000243 | \n",
" 2.98968 | \n",
" 0.351997 | \n",
" -0.005548 | \n",
"
\n",
" \n",
" | 61 | \n",
" 3.791957 | \n",
" 0.167219 | \n",
" -0.005876 | \n",
" 0.835917 | \n",
" -0.137917 | \n",
" -0.000061 | \n",
" 2.956041 | \n",
" 0.305136 | \n",
" -0.005937 | \n",
"
\n",
" \n",
" | 62 | \n",
" 3.789485 | \n",
" 0.106441 | \n",
" -0.005961 | \n",
" 0.867083 | \n",
" -0.151833 | \n",
" -0.000366 | \n",
" 2.922402 | \n",
" 0.258275 | \n",
" -0.006327 | \n",
"
\n",
" \n",
" | 63 | \n",
" 3.787013 | \n",
" 0.045663 | \n",
" -0.006046 | \n",
" 0.898250 | \n",
" -0.165750 | \n",
" -0.000670 | \n",
" 2.888763 | \n",
" 0.211413 | \n",
" -0.006716 | \n",
"
\n",
" \n",
" | 64 | \n",
" 3.674263 | \n",
" 0.485497 | \n",
" -0.005151 | \n",
" 0.729500 | \n",
" -0.025000 | \n",
" -0.000796 | \n",
" 2.944763 | \n",
" 0.510497 | \n",
" -0.005947 | \n",
"
\n",
" \n",
" | 65 | \n",
" 4.023846 | \n",
" 0.227247 | \n",
" -0.000757 | \n",
" 0.725500 | \n",
" 0.119750 | \n",
" -0.003126 | \n",
" 3.298346 | \n",
" 0.107497 | \n",
" -0.003883 | \n",
"
\n",
" \n",
" | 66 | \n",
" 3.842346 | \n",
" 0.155163 | \n",
" -0.002659 | \n",
" 0.665000 | \n",
" 0.029125 | \n",
" -0.001388 | \n",
" 3.177346 | \n",
" 0.126038 | \n",
" -0.004047 | \n",
"
\n",
" \n",
" | 67 | \n",
" 3.660846 | \n",
" 0.08308 | \n",
" -0.004561 | \n",
" 0.604500 | \n",
" -0.061500 | \n",
" 0.000350 | \n",
" 3.056346 | \n",
" 0.14458 | \n",
" -0.00421 | \n",
"
\n",
" \n",
" | 68 | \n",
" 3.518096 | \n",
" 0.138163 | \n",
" -0.005465 | \n",
" 0.529500 | \n",
" -0.057250 | \n",
" 0.001281 | \n",
" 2.988596 | \n",
" 0.195413 | \n",
" -0.004184 | \n",
"
\n",
" \n",
" | 69 | \n",
" 3.711096 | \n",
" 0.128163 | \n",
" -0.006331 | \n",
" 0.822000 | \n",
" -0.170250 | \n",
" 0.001578 | \n",
" 2.889096 | \n",
" 0.298413 | \n",
" -0.004753 | \n",
"
\n",
" \n",
" | 70 | \n",
" 3.626263 | \n",
" 0.121413 | \n",
" -0.005901 | \n",
" 0.636500 | \n",
" -0.190500 | \n",
" 0.000577 | \n",
" 2.989763 | \n",
" 0.311913 | \n",
" -0.005324 | \n",
"
\n",
" \n",
" | 71 | \n",
" 3.68318 | \n",
" 0.25133 | \n",
" -0.004428 | \n",
" 0.578750 | \n",
" -0.245750 | \n",
" -0.000927 | \n",
" 3.10443 | \n",
" 0.49708 | \n",
" -0.005355 | \n",
"
\n",
" \n",
" | 72 | \n",
" 3.75218 | \n",
" 0.260997 | \n",
" -0.005047 | \n",
" 0.847750 | \n",
" -0.249250 | \n",
" 0.001042 | \n",
" 2.90443 | \n",
" 0.510247 | \n",
" -0.004005 | \n",
"
\n",
" \n",
" | 73 | \n",
" 3.56493 | \n",
" 0.231663 | \n",
" -0.007636 | \n",
" 0.752000 | \n",
" -0.119250 | \n",
" 0.000797 | \n",
" 2.81293 | \n",
" 0.350913 | \n",
" -0.006839 | \n",
"
\n",
" \n",
" | 74 | \n",
" 3.939263 | \n",
" 0.281997 | \n",
" -0.002727 | \n",
" 0.767250 | \n",
" -0.114000 | \n",
" -0.001578 | \n",
" 3.172013 | \n",
" 0.395997 | \n",
" -0.004305 | \n",
"
\n",
" \n",
" | 75 | \n",
" 4.255346 | \n",
" 0.155413 | \n",
" 0.000239 | \n",
" 0.649250 | \n",
" -0.044250 | \n",
" -0.004601 | \n",
" 3.606096 | \n",
" 0.199663 | \n",
" -0.004362 | \n",
"
\n",
" \n",
" | 76 | \n",
" 3.69343 | \n",
" 0.157663 | \n",
" -0.003123 | \n",
" 0.506500 | \n",
" -0.053500 | \n",
" -0.000300 | \n",
" 3.18693 | \n",
" 0.211163 | \n",
" -0.003422 | \n",
"
\n",
" \n",
" | 77 | \n",
" 3.66618 | \n",
" 0.191247 | \n",
" -0.005459 | \n",
" 0.827000 | \n",
" 0.032250 | \n",
" 0.001737 | \n",
" 2.83918 | \n",
" 0.158997 | \n",
" -0.003723 | \n",
"
\n",
" \n",
" | 78 | \n",
" 3.85643 | \n",
" 0.15958 | \n",
" -0.004388 | \n",
" 0.659000 | \n",
" -0.130500 | \n",
" -0.001005 | \n",
" 3.19743 | \n",
" 0.29008 | \n",
" -0.005393 | \n",
"
\n",
" \n",
" | 79 | \n",
" 3.747846 | \n",
" 0.057747 | \n",
" -0.004162 | \n",
" 0.550250 | \n",
" -0.220750 | \n",
" -0.001191 | \n",
" 3.197596 | \n",
" 0.278497 | \n",
" -0.005354 | \n",
"
\n",
" \n",
" | 80 | \n",
" 3.935346 | \n",
" 0.14633 | \n",
" -0.004026 | \n",
" 0.671500 | \n",
" -0.288250 | \n",
" -0.001393 | \n",
" 3.263846 | \n",
" 0.43458 | \n",
" -0.005419 | \n",
"
\n",
" \n",
" | 81 | \n",
" 3.855596 | \n",
" 0.177913 | \n",
" -0.006738 | \n",
" 0.935750 | \n",
" -0.270500 | \n",
" 0.000643 | \n",
" 2.919846 | \n",
" 0.448413 | \n",
" -0.006095 | \n",
"
\n",
" \n",
" | 82 | \n",
" 3.08668 | \n",
" 0.447663 | \n",
" -0.010005 | \n",
" 0.723250 | \n",
" -0.079250 | \n",
" 0.004854 | \n",
" 2.36343 | \n",
" 0.526913 | \n",
" -0.005151 | \n",
"
\n",
" \n",
" | 83 | \n",
" 4.245263 | \n",
" 0.095163 | \n",
" -0.003276 | \n",
" 1.066250 | \n",
" -0.336250 | \n",
" -0.000493 | \n",
" 3.179013 | \n",
" 0.431413 | \n",
" -0.003769 | \n",
"
\n",
" \n",
" | 84 | \n",
" 4.167502 | \n",
" 0.103486 | \n",
" -0.002822 | \n",
" 0.925000 | \n",
" -0.143000 | \n",
" -0.001576 | \n",
" 3.242502 | \n",
" 0.246486 | \n",
" -0.004398 | \n",
"
\n",
" \n",
" | 85 | \n",
" 4.167502 | \n",
" 0.103486 | \n",
" -0.002822 | \n",
" 0.925000 | \n",
" -0.143000 | \n",
" -0.001576 | \n",
" 3.242502 | \n",
" 0.246486 | \n",
" -0.004398 | \n",
"
\n",
" \n",
" | 86 | \n",
" 4.167502 | \n",
" 0.103486 | \n",
" -0.002822 | \n",
" 0.925000 | \n",
" -0.143000 | \n",
" -0.001576 | \n",
" 3.242502 | \n",
" 0.246486 | \n",
" -0.004398 | \n",
"
\n",
" \n",
" | 87 | \n",
" 4.167502 | \n",
" 0.103486 | \n",
" -0.002822 | \n",
" 0.925000 | \n",
" -0.143000 | \n",
" -0.001576 | \n",
" 3.242502 | \n",
" 0.246486 | \n",
" -0.004398 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" 1 2 3 对位MarkX 对位MarkY Angle Calc-X \\\n",
"1 4.955996 0.036802 -0.002776 1.200500 -0.074000 -0.002286 3.755496 \n",
"2 4.845454 0.023719 -0.002758 1.302000 -0.215500 -0.001469 3.543454 \n",
"3 4.734913 0.010635 -0.00274 1.403500 -0.357000 -0.000653 3.331413 \n",
"4 4.669163 0.193469 -0.001076 0.659500 -0.155500 -0.003349 4.009663 \n",
"5 4.738763 0.38358 0.003192 0.851750 0.020000 -0.005550 3.887013 \n",
"6 4.164096 0.274163 -0.002247 1.074750 -0.117500 -0.001236 3.089346 \n",
"7 3.320013 0.41383 -0.007047 0.468000 0.175750 0.002528 2.852013 \n",
"8 3.48043 0.358413 -0.006823 0.660625 0.052250 0.002228 2.819805 \n",
"9 3.640846 0.302997 -0.0066 0.853250 -0.071250 0.001929 2.787596 \n",
"10 3.823513 0.322163 -0.005644 0.840500 -0.334250 0.000419 2.983013 \n",
"11 4.214013 0.147163 -0.003388 0.997000 -0.419500 -0.000068 3.217013 \n",
"12 4.212846 0.409247 0.000336 0.697750 -0.116500 -0.004727 3.515096 \n",
"13 3.49368 0.156413 -0.005122 0.771000 -0.240500 0.001345 2.72268 \n",
"14 3.50793 0.25258 -0.005712 0.667750 0.001000 0.001440 2.84018 \n",
"15 3.71168 -0.252087 -0.006045 1.001500 -0.540750 0.002879 2.71018 \n",
"16 3.697055 -0.060545 -0.005397 0.656125 -0.273625 0.000073 3.04093 \n",
"17 3.68243 0.130997 -0.004749 0.310750 -0.006500 -0.002733 3.37168 \n",
"18 3.91468 0.23333 -0.004538 0.767500 -0.219250 -0.000727 3.14718 \n",
"19 3.73943 0.274163 -0.006261 0.513250 -0.143250 -0.000273 3.22618 \n",
"20 3.767013 0.303413 -0.005471 0.595500 -0.123750 -0.000297 3.171513 \n",
"21 3.770013 0.272997 -0.003697 0.743750 -0.336750 -0.001582 3.026263 \n",
"22 3.295596 0.25383 -0.004555 0.256500 0.095500 0.001194 3.039096 \n",
"23 3.671346 0.009997 -0.003558 0.668750 -0.076000 0.000078 3.002596 \n",
"24 3.612763 0.221747 -0.004734 0.621750 0.236750 0.001409 2.991013 \n",
"25 3.79643 0.184413 -0.004589 0.806125 0.136875 0.000757 2.990305 \n",
"26 3.980096 0.14708 -0.004444 0.990500 0.037000 0.000106 2.989596 \n",
"27 3.678346 0.180163 -0.006355 0.878000 -0.187750 0.002208 2.800346 \n",
"28 3.98993 0.033913 -0.004611 0.925250 -0.540750 -0.002771 3.06468 \n",
"29 3.708596 0.327997 -0.006599 0.810750 -0.461000 0.001027 2.897846 \n",
"30 3.96918 -0.09067 -0.00728 1.102750 -0.548750 0.001561 2.86643 \n",
"31 4.268607 0.611591 0.000686 0.954250 -0.166750 -0.002419 3.314357 \n",
"32 3.766513 0.224247 -0.003924 0.758750 0.050750 -0.000367 3.007763 \n",
"33 3.695263 0.238663 -0.004108 0.775250 0.119250 -0.000076 2.920013 \n",
"34 3.53868 0.268497 -0.004894 0.512500 0.114250 0.000664 3.02618 \n",
"35 3.779763 -0.273753 -0.00588 0.847250 -0.538000 0.001407 2.932513 \n",
"36 3.43768 0.11958 -0.007756 0.604500 -0.133250 0.002469 2.83318 \n",
"37 3.680096 0.162663 -0.007284 0.821250 -0.169250 0.001636 2.858846 \n",
"38 3.86693 -0.003337 -0.007504 1.032750 -0.231750 0.001538 2.83418 \n",
"39 3.790596 0.161247 -0.006409 0.885500 -0.471750 -0.001336 2.905096 \n",
"40 3.696346 0.158247 -0.006057 0.638750 -0.418250 -0.000188 3.057596 \n",
"41 3.863013 0.202247 -0.006893 0.846500 -0.255500 -0.000339 3.016513 \n",
"42 4.05944 0.677174 -0.002701 1.078250 -0.299250 -0.001601 2.98119 \n",
"43 3.711513 0.355997 -0.003252 0.505000 0.268500 -0.000849 3.206513 \n",
"44 3.56443 0.062413 -0.004971 0.800750 -0.078000 0.001630 2.76368 \n",
"45 3.733513 0.07758 -0.004119 0.568500 -0.025750 -0.000834 3.165013 \n",
"46 3.703763 0.194538 -0.005883 0.700500 0.008625 0.000779 3.003263 \n",
"47 3.674013 0.311497 -0.007648 0.832500 0.043000 0.002392 2.841513 \n",
"48 3.566096 0.140497 -0.00704 0.642500 -0.118500 0.001642 2.923596 \n",
"49 3.606221 0.14658 -0.006525 0.647125 -0.182500 0.001357 2.959096 \n",
"50 3.646346 0.152663 -0.006011 0.651750 -0.246500 0.001072 2.994596 \n",
"51 3.61543 0.145163 -0.006475 0.649250 -0.417250 0.000135 2.96618 \n",
"52 3.81568 0.077163 -0.006455 0.683500 -0.214250 -0.000032 3.13218 \n",
"53 3.393774 0.009497 -0.005527 0.593750 -0.535000 0.002811 2.800024 \n",
"54 3.671846 0.353913 -0.003943 0.497500 0.160500 -0.000593 3.174346 \n",
"55 3.748346 0.321497 -0.004599 0.645000 0.159250 0.000997 3.103346 \n",
"56 3.821846 0.200941 -0.00481 0.737833 0.015083 0.000605 3.084013 \n",
"57 3.895346 0.080386 -0.005021 0.830667 -0.129083 0.000213 3.06468 \n",
"58 3.968846 -0.04017 -0.005232 0.923500 -0.273250 -0.000179 3.045346 \n",
"59 3.923513 -0.006503 -0.006732 0.925250 -0.505000 0.001113 2.998263 \n",
"60 3.79443 0.227997 -0.005791 0.804750 -0.124000 0.000243 2.98968 \n",
"61 3.791957 0.167219 -0.005876 0.835917 -0.137917 -0.000061 2.956041 \n",
"62 3.789485 0.106441 -0.005961 0.867083 -0.151833 -0.000366 2.922402 \n",
"63 3.787013 0.045663 -0.006046 0.898250 -0.165750 -0.000670 2.888763 \n",
"64 3.674263 0.485497 -0.005151 0.729500 -0.025000 -0.000796 2.944763 \n",
"65 4.023846 0.227247 -0.000757 0.725500 0.119750 -0.003126 3.298346 \n",
"66 3.842346 0.155163 -0.002659 0.665000 0.029125 -0.001388 3.177346 \n",
"67 3.660846 0.08308 -0.004561 0.604500 -0.061500 0.000350 3.056346 \n",
"68 3.518096 0.138163 -0.005465 0.529500 -0.057250 0.001281 2.988596 \n",
"69 3.711096 0.128163 -0.006331 0.822000 -0.170250 0.001578 2.889096 \n",
"70 3.626263 0.121413 -0.005901 0.636500 -0.190500 0.000577 2.989763 \n",
"71 3.68318 0.25133 -0.004428 0.578750 -0.245750 -0.000927 3.10443 \n",
"72 3.75218 0.260997 -0.005047 0.847750 -0.249250 0.001042 2.90443 \n",
"73 3.56493 0.231663 -0.007636 0.752000 -0.119250 0.000797 2.81293 \n",
"74 3.939263 0.281997 -0.002727 0.767250 -0.114000 -0.001578 3.172013 \n",
"75 4.255346 0.155413 0.000239 0.649250 -0.044250 -0.004601 3.606096 \n",
"76 3.69343 0.157663 -0.003123 0.506500 -0.053500 -0.000300 3.18693 \n",
"77 3.66618 0.191247 -0.005459 0.827000 0.032250 0.001737 2.83918 \n",
"78 3.85643 0.15958 -0.004388 0.659000 -0.130500 -0.001005 3.19743 \n",
"79 3.747846 0.057747 -0.004162 0.550250 -0.220750 -0.001191 3.197596 \n",
"80 3.935346 0.14633 -0.004026 0.671500 -0.288250 -0.001393 3.263846 \n",
"81 3.855596 0.177913 -0.006738 0.935750 -0.270500 0.000643 2.919846 \n",
"82 3.08668 0.447663 -0.010005 0.723250 -0.079250 0.004854 2.36343 \n",
"83 4.245263 0.095163 -0.003276 1.066250 -0.336250 -0.000493 3.179013 \n",
"84 4.167502 0.103486 -0.002822 0.925000 -0.143000 -0.001576 3.242502 \n",
"85 4.167502 0.103486 -0.002822 0.925000 -0.143000 -0.001576 3.242502 \n",
"86 4.167502 0.103486 -0.002822 0.925000 -0.143000 -0.001576 3.242502 \n",
"87 4.167502 0.103486 -0.002822 0.925000 -0.143000 -0.001576 3.242502 \n",
"\n",
" Calc-Y Calc-Angle \n",
"1 0.110802 -0.005062 \n",
"2 0.239219 -0.004228 \n",
"3 0.367635 -0.003393 \n",
"4 0.348969 -0.004425 \n",
"5 0.36358 -0.002357 \n",
"6 0.391663 -0.003483 \n",
"7 0.23808 -0.004519 \n",
"8 0.306163 -0.004595 \n",
"9 0.374247 -0.004671 \n",
"10 0.656413 -0.005226 \n",
"11 0.566663 -0.003456 \n",
"12 0.525747 -0.004392 \n",
"13 0.396913 -0.003776 \n",
"14 0.25158 -0.004271 \n",
"15 0.288663 -0.003166 \n",
"16 0.21308 -0.005324 \n",
"17 0.137497 -0.007482 \n",
"18 0.45258 -0.005265 \n",
"19 0.417413 -0.006534 \n",
"20 0.427163 -0.005768 \n",
"21 0.609747 -0.005279 \n",
"22 0.15833 -0.003361 \n",
"23 0.085997 -0.00348 \n",
"24 -0.015003 -0.003325 \n",
"25 0.047538 -0.003832 \n",
"26 0.11008 -0.004338 \n",
"27 0.367913 -0.004147 \n",
"28 0.574663 -0.007382 \n",
"29 0.788997 -0.005573 \n",
"30 0.45808 -0.005719 \n",
"31 0.778341 -0.001733 \n",
"32 0.173497 -0.004291 \n",
"33 0.119413 -0.004184 \n",
"34 0.154247 -0.00423 \n",
"35 0.264247 -0.004473 \n",
"36 0.25283 -0.005287 \n",
"37 0.331913 -0.005647 \n",
"38 0.228413 -0.005965 \n",
"39 0.632997 -0.007745 \n",
"40 0.576497 -0.006245 \n",
"41 0.457747 -0.007232 \n",
"42 0.976424 -0.004302 \n",
"43 0.087497 -0.004101 \n",
"44 0.140413 -0.003341 \n",
"45 0.10333 -0.004953 \n",
"46 0.185913 -0.005104 \n",
"47 0.268497 -0.005256 \n",
"48 0.258997 -0.005398 \n",
"49 0.32908 -0.005168 \n",
"50 0.399163 -0.004939 \n",
"51 0.562413 -0.006341 \n",
"52 0.291413 -0.006486 \n",
"53 0.544497 -0.002716 \n",
"54 0.193413 -0.004535 \n",
"55 0.162247 -0.003603 \n",
"56 0.185858 -0.004205 \n",
"57 0.209469 -0.004808 \n",
"58 0.23308 -0.005411 \n",
"59 0.498497 -0.005619 \n",
"60 0.351997 -0.005548 \n",
"61 0.305136 -0.005937 \n",
"62 0.258275 -0.006327 \n",
"63 0.211413 -0.006716 \n",
"64 0.510497 -0.005947 \n",
"65 0.107497 -0.003883 \n",
"66 0.126038 -0.004047 \n",
"67 0.14458 -0.00421 \n",
"68 0.195413 -0.004184 \n",
"69 0.298413 -0.004753 \n",
"70 0.311913 -0.005324 \n",
"71 0.49708 -0.005355 \n",
"72 0.510247 -0.004005 \n",
"73 0.350913 -0.006839 \n",
"74 0.395997 -0.004305 \n",
"75 0.199663 -0.004362 \n",
"76 0.211163 -0.003422 \n",
"77 0.158997 -0.003723 \n",
"78 0.29008 -0.005393 \n",
"79 0.278497 -0.005354 \n",
"80 0.43458 -0.005419 \n",
"81 0.448413 -0.006095 \n",
"82 0.526913 -0.005151 \n",
"83 0.431413 -0.003769 \n",
"84 0.246486 -0.004398 \n",
"85 0.246486 -0.004398 \n",
"86 0.246486 -0.004398 \n",
"87 0.246486 -0.004398 "
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Old_New_DieBC = pd.concat([OldDieBC.iloc[4:,:],DieBC],axis=1)\n",
"# X、Y 是减,角度是加。\n",
"Old_New_DieBC['Calc-X'] = Old_New_DieBC[1] - Old_New_DieBC['对位MarkX']\n",
"Old_New_DieBC['Calc-Y'] = Old_New_DieBC[2] - Old_New_DieBC['对位MarkY']\n",
"Old_New_DieBC['Calc-Angle'] = Old_New_DieBC[3] + Old_New_DieBC['Angle']\n",
"Old_New_DieBC"
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "6020a1a1-d22b-4af2-9531-c3db5b8b0042",
"metadata": {},
"outputs": [],
"source": [
"Old_New_DieBC.to_excel(f'{DieType}/{DieType}局部补偿{daytime}.xlsx')"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "e721ea93-7fe2-4d1c-b29a-225e2e81a2dc",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "552af3cc-4d07-4a5b-b88a-1c414f88ce84",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 51,
"id": "4ed8868d-4098-4959-9fcc-b631a5b81cca",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"0 0.642186\n",
"dtype: float64"
]
},
"execution_count": 51,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# pd.DataFrame(AlignMarkY['10.14.3-Die1'].values - BC_Y.mean(axis=1).values).std()*3"
]
},
{
"cell_type": "code",
"execution_count": 30,
"id": "20e83f4f-eed9-409e-9720-027bdfbd96a5",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"10.14.1-Die1:X 0 0.631753\n",
"dtype: float64\n",
"10.14.2-Die1:X 0 0.830351\n",
"dtype: float64\n",
"10.14.3-Die1:X 0 0.544247\n",
"dtype: float64\n"
]
}
],
"source": [
"# for i in ['10.14.1-Die1','10.14.2-Die1','10.14.3-Die1']:\n",
" # print(i+\":X\",pd.DataFrame(AlignMarkX[i].values - BC_X.mean(axis=1).values).std()*3)"
]
},
{
"cell_type": "code",
"execution_count": 27,
"id": "d4f89c43-d128-489b-89f0-e35dab1c6c87",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"10.14.1-Die1:Y 0 0.813346\n",
"dtype: float64\n",
"10.14.2-Die1:Y 0 0.852093\n",
"dtype: float64\n",
"10.14.3-Die1:Y 0 0.669707\n",
"dtype: float64\n"
]
}
],
"source": [
"# for i in ['10.14.1-Die1','10.14.2-Die1','10.14.3-Die1']:\n",
" # print(i+\":Y\",pd.DataFrame(AlignMarkY[i].values - BC_Y.mean(axis=1).values).std()*3)"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "fb698448-6d4d-4477-8afd-35430692c8df",
"metadata": {},
"outputs": [],
"source": [
"# DieBC['Top Mark1 X'] = AlX981\n",
"# DieBC['Top Mark1 Y'] = AlY981\n",
"# DieBC['Top Mark2 X'] = AnX981\n",
"# DieBC['Top Mark2 Y'] = AnY981\n",
"# DieBC.to_excel(f'Die1/Die1设备方向偏差9-8-2.xlsx')"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "94ecaf78-98bb-45a4-b66f-d36519a42cd5",
"metadata": {},
"outputs": [],
"source": [
"# num = -1\n",
"# AlX982 = AlignMarkX.iloc[:,num]-AlignMarkX.iloc[:,num].mean()\n",
"# AlX982 = AlX982.fillna(AlX982.interpolate()).values\n",
"\n",
"# AlY982 = AlignMarkY.iloc[:,num]-AlignMarkY.iloc[:,num].mean()\n",
"# AlY982 = AlY982.fillna(AlY982.interpolate()).values\n",
"\n",
"# AnX982 = AngleMarkX.iloc[:,num]-AngleMarkX.iloc[:,num].mean()\n",
"# AnX982 = AnX982.fillna(AnX982.interpolate()).values\n",
"\n",
"# AnY982 = AngleMarkY.iloc[:,num]-AngleMarkY.iloc[:,num].mean()\n",
"# AnY982 = AnY982.fillna(AnY982.interpolate()).values"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "21da49b6-3576-4468-8c86-070e51ac0bce",
"metadata": {},
"outputs": [],
"source": [
"# DieBC['Top Mark1 X'] = AlX982\n",
"# DieBC['Top Mark1 Y'] = AlY982\n",
"# DieBC['Top Mark2 X'] = AnX982\n",
"# DieBC['Top Mark2 Y'] = AnY982\n",
"# DieBC.to_excel(f'Die1/Die1设备方向偏差9-9-1.xlsx')"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "1858da30",
"metadata": {},
"outputs": [],
"source": [
"# num = -1\n",
"# Die3BC['Top Mark1 X'] = AlignMarkX.iloc[:,num].fillna(AlignMarkX.iloc[:,num].interpolate()).values\n",
"# Die3BC['Top Mark1 Y'] = AlignMarkY.iloc[:,num].fillna(AlignMarkY.iloc[:,num].interpolate()).values\n",
"# Die3BC['Top Mark2 X'] = AngleMarkX.iloc[:,num].fillna(AngleMarkX.iloc[:,num].interpolate()).values\n",
"# Die3BC['Top Mark2 Y'] = AngleMarkY.iloc[:,num].fillna(AngleMarkY.iloc[:,num].interpolate()).values"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "30ccc3df-e5ad-430c-8ac8-0dd074d7f682",
"metadata": {},
"outputs": [],
"source": [
"# Die3BC.to_excel(f'Die1/Die1补偿值9-8.xlsx')"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "6d74cea0",
"metadata": {},
"outputs": [],
"source": [
"# num = -2\n",
"# AlX915 = AlignMarkX.iloc[:,num]-AlignMarkX.iloc[:,num].mean()\n",
"# AlX915 = AlX915.fillna(AlX981.interpolate()).values\n",
"\n",
"# AlY915 = AlignMarkY.iloc[:,num]-AlignMarkY.iloc[:,num].mean()\n",
"# AlY915 = AlY915.fillna(AlY981.interpolate()).values\n",
"\n",
"# Ang915 = Angle.iloc[:,num] - Angle.iloc[:,num],mean()"
]
}
],
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"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",
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",
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[
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[
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[
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[
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",
"_figure_label": "Figure 3",
"_model_module_version": "^0.11",
"_size": [
800,
550
],
"_view_module_version": "^0.11",
"layout": "IPY_MODEL_8de2ee2a201f4e78b83bb73202597800",
"toolbar": "IPY_MODEL_2d1533973ff749659dd783abe0db740f",
"toolbar_position": "left"
}
},
"ee97a7eebb9a425eb0ade6e31817aa89": {
"model_module": "jupyter-matplotlib",
"model_module_version": "^0.11",
"model_name": "MPLCanvasModel",
"state": {
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",
"_figure_label": "Figure 1",
"_model_module_version": "^0.11",
"_size": [
800,
550
],
"_view_module_version": "^0.11",
"layout": "IPY_MODEL_21d8b0ba77b54fbfabcdf5f52b80df1a",
"toolbar": "IPY_MODEL_2a0670114f11457b80a6ef3ef22a34fc",
"toolbar_position": "left"
}
},
"f7658ea254754f89ae1eaaca3822afd1": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "2.0.0",
"model_name": "LayoutModel",
"state": {}
}
},
"version_major": 2,
"version_minor": 0
}
}
},
"nbformat": 4,
"nbformat_minor": 5
}