{ "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 (96, 99)\n", "MCY (96, 99)\n", "Angle14 (96, 14)\n", "M1X (96, 99)\n", "M1Y (96, 99)\n", "M4X (96, 14)\n", "M4Y (96, 14)\n", "Angle13 (96, 86)\n", "M3X (96, 86)\n", "M3Y (96, 86)\n", "Note (4, 2)\n" ] } ], "source": [ "#写入TotalData\n", "DieType = \"Die2\"\n", "TotalData = pd.read_excel('../Die2AllData.xlsx',sheet_name=None,header=0,index_col = 0)\n", "die_nums = -2\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", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
01.21.1-Die201.21.2-Die2
count69.00000069.000000
mean1.1170940.886355
std0.3722400.306389
min-0.273500-0.089500
25%0.9655000.679500
50%1.1375000.927000
75%1.4250001.114500
max1.7220001.424500
range1.9955001.514000
3sigma1.1167200.919166
\n", "
" ], "text/plain": [ " 01.21.1-Die2 01.21.2-Die2\n", "count 69.000000 69.000000\n", "mean 1.117094 0.886355\n", "std 0.372240 0.306389\n", "min -0.273500 -0.089500\n", "25% 0.965500 0.679500\n", "50% 1.137500 0.927000\n", "75% 1.425000 1.114500\n", "max 1.722000 1.424500\n", "range 1.995500 1.514000\n", "3sigma 1.116720 0.919166" ] }, "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": "d5851b15fa434cb5984b0d0cddc6bb8a", "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": [ "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('Die2 对位Mark:X')\n", "fig.tight_layout()\n", "plt.savefig('Die2/Die2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", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
01.21.1-Die201.21.2-Die2
count69.00000069.000000
mean0.5441161.284971
std0.4795350.316244
min-0.1545000.675000
25%0.1730001.046000
50%0.4480001.220000
75%0.8965001.570500
max1.8240002.126500
range1.9785001.451500
3sigma1.4386050.948731
\n", "
" ], "text/plain": [ " 01.21.1-Die2 01.21.2-Die2\n", "count 69.000000 69.000000\n", "mean 0.544116 1.284971\n", "std 0.479535 0.316244\n", "min -0.154500 0.675000\n", "25% 0.173000 1.046000\n", "50% 0.448000 1.220000\n", "75% 0.896500 1.570500\n", "max 1.824000 2.126500\n", "range 1.978500 1.451500\n", "3sigma 1.438605 0.948731" ] }, "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": "db2c1f9e3fd1481092be18991225dd95", "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": [ "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('Die2 对位Mark:Y')\n", "fig.tight_layout()\n", "plt.savefig('Die2/Die2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('Die2 角度Mark:X')\n", "# fig.tight_layout()\n", "# plt.savefig('Die2/Die2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('Die2 角度Mark:Y')\n", "# fig.tight_layout()\n", "# plt.savefig('Die2/Die2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", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
01.21.1-Die201.21.2-Die2
count69.00000069.000000
mean-0.001542-0.000840
std0.0019860.001687
min-0.005906-0.005558
25%-0.002700-0.001697
50%-0.001669-0.000641
75%-0.0002820.000135
max0.0039430.003103
range0.0098490.008661
3sigma0.0059590.005060
\n", "
" ], "text/plain": [ " 01.21.1-Die2 01.21.2-Die2\n", "count 69.000000 69.000000\n", "mean -0.001542 -0.000840\n", "std 0.001986 0.001687\n", "min -0.005906 -0.005558\n", "25% -0.002700 -0.001697\n", "50% -0.001669 -0.000641\n", "75% -0.000282 0.000135\n", "max 0.003943 0.003103\n", "range 0.009849 0.008661\n", "3sigma 0.005959 0.005060" ] }, "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": { "model_id": "cd13c71468c84742824d8fdbb2335c75", "version_major": 2, "version_minor": 0 }, "image/png": "iVBORw0KGgoAAAANSUhEUgAAAyAAAAImCAYAAACrXu7BAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAAA9hAAAPYQGoP6dpAACVM0lEQVR4nOzdd3QUVR/G8e+W9JCQQOi9iIgU6SCKFAsKAiqKDbtSBFQQBBEEVESlqahgQwQURUSKCtZXQXpXqaGJFIEUkk3ZbHn/WNhkSdu0TQLP5xxOmLlzy84ms/PbW8bgdDqdiIiIiIiI+ICxuBsgIiIiIiKXDgUgIiIiIiLiMwpARERERETEZxSAiIiIiIiIzygAERERERERn1EAIiIiIiIiPqMAREREREREfEYBiIiIiIiI+IwCEBERERER8RkFICIiIiIi4jMKQERELmHvvfceb7/9dqGUNWHCBD777LNCKSsji8WC1Wot9HLj4uIKvUwREcmdAhARkUvU/v37eeedd6hdu3ahlJeSksLHH3/ssS8tLY3ExMR8lxkfH8+DDz7IggULMqVt3bqVqVOn8r///S9fZT/77LNMmDABp9OZ7/aJiEjeGZy68oqIFMj69evp168fAMHBwdStW5e77rqLPn36ZHvsnj178lzP0aNHGT9+PBs3bsRut9OhQwcmTZpE2bJl81xWYmIid999N3v37s0yvVGjRixcuBA/P79MabNmzWLq1Kl5qm/Hjh0EBATkKU9qaip9+/alUaNGvPjii5jNZnfavn37mDRpEiNHjmTevHncfffdXHHFFXkq//Tp0zz++OM0b96cMWPG5CmviIjknzn3Q0RExBtvvPEGZcuWZcmSJYwZM4YTJ04wePBgj2MaNWrEokWL8lx2amoqTzzxBHa7neHDh5OYmMg777zD2LFjefPNN/NUlsVi4cknnyQ0NJRNmzbh7+/vTvvxxx8ZOXIkr776apbBB4DZbKZBgwZ8+eWXAGzZsoUlS5YwYcIE9zEffPABNpuNRx55BKvVmufgA+Dll1+mcuXKvPTSS5nS9u3bR48ePWjQoAGdO3fm0KFDeQ5Aypcvz4cffkjv3r1p1aoVN954Y57bKCIieacARESkkNSrV4+GDRtyzTXXkJqayqxZs7jnnnsoV66c+5jQ0FAaN26c57KXLl1KYmIiS5cuJTw8HHANefrggw+wWq0eQURODhw4wNNPP01qaipz5szBaDRis9kAsFqtTJkyhUcffZSqVatisVgACAoKwmhMH7FrNBoxmUwYDAYMBgNnz57ll19+8Qgyjh49SlpaGsHBwZjNZpxOJwaDwevXu3fvXn744Qe+//77LNNbtWrFM888Q2pqKqtWreLVV1/1uuyMIiIiePXVVxk5ciRdunTx6GUREZGioSutiEgRuOuuu/jhhx/4/fff6dWrV4HL69KlC61bt3YHHwBly5bFZrPhcDi8KiMxMZHHH3+cChUqsHfvXjp27Jjlce+++y7vvvuue3vFihXUq1fP4xiDwcCrr77KggULMJlM2Gw2j8DKbrfjdDr57rvvsNlsrF69mqioKK9f74IFC+jdu7fH680oKiqK6dOns2PHDiZPnpynsi/Utm1bIiIi+OWXX7j++uvzXY6IiHhHk9BFRIrA5ZdfDkB0dLTH/vXr19OgQYMs8+zatYt+/frRpEkTunTpwpw5c9xpkZGR1KxZ0+P433//nSuuuILAwECv2hQaGsqHH37InDlzMJlMvPfee2zcuJGNGzfy/vvvA7i3N27cyIoVKwAy9a44HA7MZjOjRo1i165dTJs2jbJly7Jz5073v969e9OzZ0/++usv/vrrL8qXL+9VG8/bsWNHtgHSeeXKlaNTp04FCj7O69ixI9u3by9wOSIikjv1gIiIFIHz39zHx8d7dXxsbCwPPvggbdq04YMPPmDv3r288sorhISEZDmZfdOmTaxevZopU6bkqV3ngxiHw+EeSgVk+pnx/xmHX4Fr6Jefn597jojdbgdwD9k6v+98z0x+hjUdO3aMihUr5jlfflWoUIEtW7b4rD4RkUuZAhARkSKQl/kOAPPmzcNoNDJlyhT8/Pxo3bo169ev55tvvskUgKSkpPD8889z1VVXcfPNN+e5bVarFbvdzuOPP54prXnz5rnmT01NJSwszKM9cXFxmfJ269Ytz207z8/PzyOgKWoWiyXbSfciIlK4FICIiBSBs2fPAmQ7h+FCe/fuJSYmhiuvvNJjf1bDi1555RVOnTrF+++/n6l3whvnH8D33XffUadOHcDVo3Lvvfd6LA984sSJLIdBJSQkEBUVRVpaGmfPnqVLly7Z9h6kpqbmawWsWrVqsXfvXho1apTnvPmxd+9e6tev75O6REQudQpARESKwPnna1w4eTsnTZo08VjKFjyHRAEsWbKEhQsXMnXqVGrUqJGvth08eBDw7GVITU0FPIdRJScnZ5n/xIkTNGrUiOjoaPr06YPBYMDhcBASEuI+Ji0tDYvFwsSJE7nzzjvz3MbrrruORYsW0bt37zznzav4+Hh+/PFHHn300SKvS0REFICIiBSJL774goCAgFwnUp9Xv359tm7dSt26dd2Tvr/99ls2bdrE2LFjAdiwYQNjxozh/vvv55Zbbsl323bs2AFA165dM6V5MwTr8OHDdO7cmcsvv5ydO3cSHR1N3759mTNnDg0bNsThcPDYY49hNBqznL/ijdtvv51Zs2axatUqbrjhhnyV4a2pU6fSrFkz98IBIiJStBSAiIgUkv379xMTE8M333zDt99+y5gxY7x+Svl9993HvHnzePrpp7nvvvs4c+YMEydOpEePHoBr2NRTTz1FpUqV6N69Ozt37nTnrV27NqGhoV7V43Q6Wbp0KZ06deK9995z7/d2CNapU6eIjo6mSZMm7n1169Zl8ODBDBgwgA8//JC5c+dy7NgxPvvsszzPhTmvbNmyjB49mtGjR1OrVi0uu+yyfJWTm0WLFrFs2TK++uqrIilfREQyUwAiIlJIhg8fTlBQEA0bNmTmzJlZ9jBkJzIykjlz5vDqq6/yxBNPEB4ezh133MHQoUMB1/K4Z86c4cyZM9x1110eeefOnUubNm28qmfBggXs3buX559/3mN/SkoKgMcDA0+fPg14DgNbtWoV5cqVyxQQ9OvXj61bt9KzZ0+CgoJYvHix18FXdnr16sWRI0e45557ePfdd2nVqlWByrvQRx99xJtvvsnMmTOpXbt2oZYtIiLZMzidTmdxN0JERIpeTEwMPXr0oEuXLpnmmnz33Xc89dRTbNu2DX9/f7p3786BAwdo3LgxX375pXuex0033USnTp148sknOXHiBIcOHWL79u389ttvnDlzho4dO7JlyxZOnjxJs2bNqFu3LhEREVSqVInbbrstXz0iX375Jc2bN6du3bqFdSrcr7lq1aoevTkiIlL0FICIiFxCTp06RdmyZXNdcvaff/7BYDBQrVo19z6n08mqVau47LLLMBqN3H333dSpU4fGjRvToUMH2rZt6+4t2bdvH+vWrWPnzp3s27ePa665hmeeeaZIX5uIiJQOCkBERERERMRn8r6AvIiIiIiISD4pABEREREREZ9RACIiIiIiIj6jAERERERERHxGAYiIiIiIiPiMAhAREREREfEZBSAiIiIiIuIzCkBERERERMRnFICIiIiIiIjPKAARERERERGfUQAiIiIiIiI+owBERERERER8RgGIiIiIiIj4jAIQERERERHxGQUgIiIiIiLiMwpARERERETEZxSAiIiIiIiIzygAERERERERn1EAIiIiF7XFixfjdDqLuxkiInKOAhAREfFKfHw8DRs2ZMaMGUVaT+fOnVm8eHGhlLV9+3Z+//13DAYDzz33HA0aNODyyy+nXbt2DB48mD179hRKPSIi4j0FICIi4pW1a9ficDhYs2ZNcTfFa9OnT+epp55yb9eqVYsvvviC5557jr1799K3b18FISIiPqYAREREvLJmzRr8/f35888/OXv2bHE3J1e//PILderUoWbNmu59gYGBNGnShJ49ezJ37lzAFaSIiIjvKAARERGvrFmzhvvuuw9w9YaUZA6Hg1mzZjFo0KBsj6lYsSKdOnXi999/Jy0tzYetExG5tCkAEREpRvfffz/jxo2jb9++NG/enG+//ZaBAwfSrFkzpk2bBsC3335L9+7dadKkCb169cp0879z507uvfderrrqKq655hreeOMN96Tro0eP0qBBA/bs2cOIESNo3rw51157LV9//XWe2nn48GH+/fdfOnfuTMOGDT2GYXlbx/z58+nYsSNt27Zl8uTJDBkyhKuuusrrNiQnJ/PSSy/Rrl07WrVqxVNPPUVMTEyWxy5evJhrr72WyMjIHMu8/PLLSUtL459//gEgKSmJsWPH0r59e1q0aMEjjzziTktNTaVly5Z8+OGHHmU8+OCDDBw40OvXISJyqVMAIiJSzJYuXUq/fv1o2rQpTz/9NFdeeSX33nsvn3zyCWvXruWZZ57hxhtv5MMPP6Rp06Y89thjREdHA2CxWHj00UcJDAxk9uzZjBgxgvnz5/PNN9941DFixAgMBgMzZ86kZcuWjB07Ntub96ysXr2agIAAmjZtSuvWrbOcB5JTHZs2bWLSpEk8/fTTvPTSSyxatIiqVasye/Zsr9swbtw4fvzxR8aNG8cbb7zBvn37ePLJJzMdl5KSwueff86DDz6Ya5nh4eEA7iFlkyZN4ttvv2XcuHHMnDmT1NRUxowZA0BAQAA33ngjK1ascOePiYlhw4YN9O7d2+vXISJyqTMXdwNERC513bt35+abb2b//v0cO3aMgQMHsm7dOj744APeeecdOnfuzODBgwFo0aIFK1euZMWKFQwZMoSkpCSeeuopOnfuTMWKFbFarcydO5dt27bRq1cvdx2VK1dm8uTJADRo0IAVK1Zw8ODBXHsIzvvjjz9o2rQp/v7+tG7dmo8++ojDhw97zK/IqY7t27fTsGFDd5uWL1+OxWKhVatWXtX/zz//sHTpUt5++226du0KgN1uZ8CAAfzzzz9Ur17dfezcuXPp06cPwcHBuZZrMBgA3D1Gbdq04ZZbbqFt27YA7N69290TBdCzZ08WLVrEgQMHqFOnDt9//z1lypShY8eOXr0OERFRACIiUuwqVKgAuG6GM/4fYO/evcTFxdGgQQOPPIcPHwYgKiqKDh068OWXX7Jp0yZ27tyJxWKhbt26Hsefn7sBuIMOm83mVfvsdjvr168nISHBox2rV6/2CEByqqNu3bocPHiQ6OhoQkND2blzJ/369fOqfoB9+/bhdDqznNNx+PBhdwASFxfHTz/9xIIFC7wqNz4+HkjvCbnhhhtYunQpw4YNY+vWrRw7dszjGSKtWrWiatWqrFixgsGDB/Pdd99xyy234O/v7/VrERG51CkAEREp4e655x7uvPNOj31lypQB4K+//uKee+6hTZs23HDDDQwbNox58+ZlKqNGjRr5rn/79u0kJCQwZcoUd2AzZswY/vjjD+69916v6qhbty4Gg4Gbb74ZgOuuu4677747z2354IMPKF++vMe+jL0f7733Ho899hgmk8mr8vbu3Yu/vz81atTAbrfTr18//vvvP26//XZ69OiBw+FgwIAB7uMNBgM9evRg+fLl3HXXXWzatIlnn302z69DRORSpgBERKQEq1+/PqdOnaJhw4bufW+99RaRkZHce++9fPPNN0RGRrrnUjidTg4fPkytWrU8yjEa8z/l748//iAwMJAbb7wRPz8/ANq3b8+CBQs8elFyquPll1/mqaee4vrrr8fpdFKxYsU8taF+/foAWK1W97n477//eO2113jsscdo0KAB//77L7t27eK5557zqszTp0/z888/06VLF8xmM7t372br1q3MmTOHdu3aAfDZZ59lynfrrbfy3nvvMXXqVGrXrk2TJk3y9FpERC51CkBEREqwQYMG8dBDDzFt2jQ6dOjAli1bmDlzpvtp5BEREZw+fZpvv/2WkJAQPv30U7Zu3Uq1atUKrQ1r1qyhadOm7uADoGXLlsyePZvt27d7FUwEBwezYsUKqlWrRmRkJElJSVStWtXroUvVq1enZ8+eTJgwAYvFQoUKFZg9ezb79u3jxRdfBFzP8xg6dGiO5aSkpLBjxw4OHz7MO++8g5+fH8OGDQNcw7AMBgPfffcdfn5+/PHHH7z//vuAayiZ2ez6yKxbty5XXnklX3/9tTuviIh4T6tgiYiUYO3atWPq1Kn89NNPPPzwwyxZsoRXXnmFG2+8EYAHHniA66+/njFjxjB27FiqVKlC37592bFjh9dzPHKSmJjIjh07aNGihcf+Fi1aYDKZvH4qevfu3fnzzz8ZMWIEd955JzfddBNt2rTh+++/97ot48eP5/rrr2fSpEkMGDAAo9HInDlzCA0NZdeuXaSmptK8efMcyzh06BB33nknr776Kk2aNGHRokXuIVyVK1dmwoQJ/P777zz++ONs3LjRHdxs3rzZo5xbb70Vo9HIrbfe6nX7RUTExeDMOLtOREQuKXa7nZw+Bkwmk3tCfH5ZLBbatWvH8OHDufLKKzGbzcTExDBjxgyqVq3K22+/XaDyAU6ePElaWlqh9vxk5dChQ5w+fZp58+aRkJCQ6ZkgIiKSOwUgIiKXsPvvv58NGzZkmz5ixAgeeeSRAtcze/Zsli5dyr///ktaWhoRERG0bt2aIUOGeKykVdKtXLmSYcOGUbNmTd58881Mq42JiEjuFICIiFzCDh8+TFJSUrbpFStW9PpZISIiIt5QACIiIiIiIj6jSegiIiIiIuIzCkBERERERMRnFICIiIiIiIjPKAARERERERGf0ZPQMzh1KqG4myDiFaPRQGRkCDExFhwOrSMhIlJYdH2V0iYqqkxxNyHPFICIlDJ2u51169aSmBhHaGhZWrVqh8lkKu5miYhcFIxGAwaDAaPRoABEpIgoABEpRZYvX8qLLz7PkSOH3ftq1KjJiy++TPfutxZjy0RERES8ozkgIqXE8uVLeeSR+2nY8ApWrvyZhIQEVq78mYYNr+CRR+5n+fKlxd1EERERkVzpQYQZaA6IlFR2u502bZrRsOEVfPLJZ/j7m4mICCE21oLVauOBB+5m165drF+/VcOxREQKwGw2uq+vNpujuJsjkqvSOAdEPSAipcC6dX9w5Mhhhg4dhtHo+WdrNBoZMuQZjhw5xLp1fxRTC0VERES8owBEpBQ4efIEAJdffkWW6Q0bXuFxnIiIiEhJpQBEpBSoWLESALt3/51l+q5df3scJyIiIlJSKQARKQXatm1PjRo1mTFjCg6H55hkh8PBm29OpUaNWrRt276YWigiIiLiHQUgIqWAyWTixRdfZtWq73nggbvZsGE9CQkJbNiwngceuJtVq77nxRdf0gR0ERERKfG0ClYGWgVLSrqsnwNSixdffEnPARERKSC73c7GjXrQq5QupXEVLAUgGSgAkdJAH5AiIoVPD3qV0qo0BiAagiVSyphMJjp0uJa7776bDh2uVfAhIlJAetCriG+pByQD9YBIcTl06CBnz8Z7fbzJZMRgNuG02bHbvX9QVlhYOLVq1c5PE0VELkp60KuUdqWxB8Rc3A0QudSdOXOGtm2vyrS6VVEwmUz8+ed+ypUrV+R1iYiUBucf9Preex9m+6DXW265nnXr/uDqq68pplaKXFwUgIgUs3LlyrFu3dY89YCcjE3ivSV/0b9XIypGBHudLywsXMGHiEgGetCriO8pABEpAfI6LOroqUTC16bQ8IomVIsKLaJWiYhc/DI+6LVly9aZ0vWgV5HCp0noIiIicsnSg15FfE8BiIiIiFyy9KBXEd/TECwRERG5aHmzymCNGjUYO3YCs2bN5Kaburj3V6pUmbFjJ1CjRg127NiWYxlaZVDEewpARERE5KJU0FUGT5w4zvjxL3h1rFYZFPGeAhARERG5KGmVQZGSSQGIiIiIXLS0yqBIyaNJ6CIiIiIi4jMKQERERERExGcUgIiIiIiIiM8oABEREREREZ9RACIiIiIiIj6jAERERERERHxGAYiIiIiIiPiMAhAREREREfEZBSAiIiIiIuIzCkBERERERMRnFICIiIiIiIjPKAARERERERGfUQAiIiIiIiI+owBERERERER8RgGIiIiIiIj4jAIQERERERHxGQUgIiIiIiLiMwpARERERETEZxSAiIiIiIiIzygAERERERERn1EAIiIiIiIiPqMAREREREREfEYBiIiIiIiI+EyRBiB79+7l9ttvp1WrVkyePBmn05lrng0bNtCtWzfatGnDxx9/XChpIiIiIiJSMhRZAGK1Wunfvz+NGjXiq6++Ijo6msWLF+eYJyYmhgEDBnDLLbewcOFCli1bxrp16wqUJiIiIiIiJYe5qAr+7bffSExMZNSoUQQFBfHMM88wfvx4br/99mzzLF26lKioKAYNGoTBYGDgwIEsWrSItm3b5jstL8zxG/P9eh3+FXEE1XBvG5OPYLSeBIM/trCm7v0GWwImy+5812MProvTL9K9bUr8G4PdgsMvEkdw3fT6U45jTD2a73psZZqB0c+14XRgPrvZVX9gTZwBFdLrt+zDYIvLVx1OYyD2Mo3d24a0eExJe131hzYCU7A7zRy/BbDnqx6HX3kcwbXd28aUfzGmHgNM2MKbpx9oT8Kc+Fe+6gCwB9XG6V/evW1K3IPBfhanuSz2kPru/YbU/zClHM53PbbQxh7b5vhNgBNHQDUcgZXd+41J0RjTYvJXicEPW1izDJUmYrbsAsAecjlOc5n0+s9uB6c1X9U4zRHYQ+q5t42pJzCm/OOqMrxV+oGOVMwJO/JVB4A9sAbOgIru7fO/t05TGeyhl7v3G6xnMCUfyHc9ttArwBTi3jaf3QpOG46AyjgCq7n3G5MPYbSeymctRmzhLdI37cmYE/90/Te4Pk6/su4kU8KfGBzJ+arFaQ7HHnKZe9tgPYUp+RAAtrDmYDC5Ehw2zAlb81UHgCOgKo7AKu5tY9IBjGlncBqDsZdplF5/WiympP35rsce0gCnOcy9bUrYgcGRisO/Ao6gmun1J/+D0Xoi3/XYwlqCweDacFgxJ2x31R9UB6d/ufT6E3dhsCfmqw6nKRR7aEP3dsbfW1uZpmD0P3egE/PZTfmqA8DhXwlHUHX3tjH5MEbrfziNAdjLNEmv33YWk2VPvuuxB9fD6Rfh3jYl/IXBkYTDrxyO4Drp9accI+7UAaxp+fsssAQ1AYPrtidkx2ZqTXoW/4NHsDRpysEJb5JWqSoAif/t5LLgvST9m8bphMBsy4ucv5jIhcswpKUR1+smTj12Dw5TMMlBV7jq2LmVGq+OJjB6H8lXNuDAhDexVkn/nI6MX0/VGbPx+2ENzvAyJA9/lLRuHdMrSLUSPPFt/H76A0NyKrYmDUgaOxhHvZo4/KNwBNXKcG6OErD8S0IHjuPUf2cznFwL5sS/83W+IKvf290Y7AlZfK6dxJRyJN/12Mo0AWOAe/v8/ZgjsDqOgErp9Vv2Y7DF5q+SHO7HbCENwRyaXv/ZbeBMy1c12d+PGbCFt0w/0J6COXFnvuqAzPdjpU2RBSC7d++madOmBAUFAdCgQQOio6NzzLNnzx7atm2L4dzFu0mTJkydOrVAaXkRsaFLnvOcl1LrSZIbvureDjr6HoGH3sYeVIOz16X/8ZvO/kXYhhvyXU/iVfNJq9TTvV3m74GY47eQWuUukpp+6N4fePIzgva+mO964jofxGmOcm3Y09znxtJoBtYaj7iPC903Gr9TK/NVhz2kPmevTb9xMcdto8zGHgDEd9iAo8wV7rSym3tgsCfkq57Uag+Q1Himezvw+FyC9k/C4RdBfNd/3PtNSYcIK8DvgKXxe1ir3efeDt37LH5nfsVa4WYsLb5w7w/49xuC/x6W73rir92O0eS6mTaajJTdeBMGp5WkBi+RWucp93EhB17G//iifNXhCKhIfOf0v1dT4j73uTnb9ifsEW3caeHb7joX0OWdtVIvLFfNc28H/PMVwbtH4TSYiLsp3r3fmPQf4QV4b5IavkZqrYHu7ZDoF/E/uYy0yA4ktvnevd//5E+E7Hg03/Wcbb8ae3gz93b4ltswpp0hue6zpFw2zr0/+PA0Av7J31BRpymYuBv+c28bU/51n5uElkuwRXV1p4X9+TCmxPx94ZFWvguJrb5xb/sf/46QP58EIPb6k2B2BVoGayJlC/DeJNd/gZR6I93bwYdeJ+Df+djCmpJw9Rr3fr8z6wjdcle+60lo/S22cte6t8N29MOUdICUmv1JvuIN9/6gf2cTeHBGvuuJvTEOjK7gzJAS5z43ic3mklb5NvdxZXYNxhy3IV912Mq2JqHdz+5tv1O/E7qtHwBxnfbj9D93w+awFexzrfZQki9/2b0d9M9MAg+/hz24Dmc7pn8hYI7fQZkNN+e7nsTmC0mreIt7u8zf/TGf3U5q1XtJajLLvT/t4BzqHn01qyK8cve2T0m0l6FC/EnenPc0QfWSYDAc/SGOsHv68PS9U7CbzIyv9yJTGm6DU7j+ZeU7YD7QG6gD5T9dSPnkhRzpWp3n/n6LCvEnmTHvaU5WqUidwcmErt1G5P19efKeN7GbXLdeS369A9NuB/QDHAmEPjsBYoDz9/WfA1uBhwEn+C3dSvg9D8M0SK3zEElXvuVuTuDudwka7do2m9MHt5gs0QX7XGvyAdaqfd3boXuewS9mNdaKPbA0/8y9P+Do1wTvGpHveuI7/oUjOP2LgLIbb8DgtJN0+SRSaw927w85MAH/E0vyVYcjoArxnfe6t00Ju9M/19r9D3vZ9C92wrf1wZh6Ml/1WCvfgaXZHPd2wH9fErxnDE6DP3E3pX8paEw9XrDPtSumkFrziXznL25FFoAkJiZSrVr6N34GgwGj0Uh8fDzh4eHZ5qlbNz1qDA0N5eTJkwVK85XAAD8CI9K/+STA1XtgMhqIyLg/LahA9YSGBkLG8kyuC02Av5mAjPuD/AtUT9myIRB4rjx7+q9JSHAAIRnr8TPlu45M5yY1/Zum8LBgKJshzZDvaggIuODcBLrOjdGAZ/0U7L0JCbng3Jhd58bfz4R/xv2nAiiI8PBgQghw12kwAE4IDvInOGM9/vn/8zYaLnhvHOnnJqxMkOfvoDH/b46/n9nz3JxwvTcGLnhv/IIpiODgAM9z42c+98PkWU9cwd6bsLCsz01QoD9BWVwf8iPTucnQU1gmm+tDfmQ6N2fSz01ERIg7ACE1Nd91AAQFXXBuzv3emk1Gz/ot2X8T7Y0y2fzeZrp2B+b/vYFz58Z47m8vOf29ye7anR+Zzk2Gb+nLlg2GoHNpDlu+6wAIDPTyc83qm8+1M6b8f94AvDzgahx+EUSNHkZgaBA8kwSBUL7XE0TcNZ13L0/A0r0XVXZGQk5fstuAxUAX4PygDn9gOlS8I5hpT3c8V0cwQQsmwoH74EqoOAp3HfE/r8Y01QGDgfODNU4BS4Bnz22vAe4Dzn9pXwkYBhyAgIZ+np9rb/4K5/4UPd4bZ1F9rl1w7f6v4J9rhIZk2p/pc82vAJ9rF/7e2jJ8rl147TYU4HPN/4Jzc+5+zHDhPYe5kD/XSpkiC0BMJhP+/p43wQEBAaSkpGQbgFyY5/zxBUnLi/g2P2PI582UM6AijliLe9tY+TEMkbeCwR97hv0Y6mFq90u+6gBw+NfFmbGeK2ZisCfh9Iv0qN8Q2Qdju3b5rsdu8YPkc+U5He42O4JqeNZf9yUMNZ/NqojcGQM9z43xCnc9dlsFyJBmar0CnPnrdnf6l/c8N+XvwdjuOjCYPOu3Vy7YexNUy/PcXDYZQ50EnOZwz/rDumEsQD321AgsFtcnjcWSytk2qwAnjsBqnvXXHIWhSj6/HTH4eZ4bR43094banu/NVV/kfwiWX4TnuSnbE2M717A4z/cmrIDvzQW/t3XGYqg+BKcp1LP+4GsK9t7Yq3memxZfu4dgedRfdQiGqLvzWYvxgnNTLv3v01zfox7TlR9BvodghXmem9Au7nNjP2sHw7k0h6lg701gVc9zU30YhkoP4jQFedbv37xg742hged70/RTcKTi9K/gWU/FRzCWvSWrIryrJy4lwxCswPT3JqCO5+ts+CYGuyWrInLlNIV4tjmgTfp7kxQIKeev3c6CvTcBlTzbXLk/hnK3gTHggs+1BgX8XKvnWU+jdzHYk3H6lfN4ncdDbuOVXeE8fusVVC6f9xuviLBIMJoJ/eM3bDffgqXTQwD4B9XEftNeItf9RuBdfXA0nQL+qVgsKdgdmRfPMW3+k5CkwVgefxN7y3NDYttBmbe6YzMMp1yI37k6uhNU5zrOVnSdG/9uC9x1BG9ZQ6qfH4fu/pLKlVz3RMawfYT0GUxC6xVgMlHGciPJ9UZia9fZlb7vEKE8RGLz97BX7eA+N+YfVhL6wx5SRg0h6MU3ifW4PlQr2HsTXPuCz7U3MNRNxOlX1vN3MLw7xnZNsirCK/aUMEjL8PfZ9kdX/YHVPeuvPQZDtUH5q+TC+zFqp3+uOWp4Xh+aL8r3EKxM92MRvTG2awUYLrh2RxTa51pEKQxEiiwACQ8PZ9++fR77LBYLfn7Zf7sUHh5OTExMlsfnNy0vrGEtcz8oJzZH+v/9qrn+XbifEGyhLSiQjOUFNcx6v7kihKaPec8zB+BIL8+jzRnrCUwfv58vGcsylEmvx+mZZgtpVnj1+FV2/btwP4GF8t6cjEkixWoHKp/7B8TFZzgoELgsc15vJaZyMjYJgKMnE0iLONdfnwiQsZ7y5/7lU0I8gf4mKkYGA8HZ/g7YQhpnzpsXHr+3FSC0Qub9+BXu301AXQjIYr8xEkIjKRCPc9M0y/3413D9K4Q6ICD79yb4CgokYz2m8hB67vfJDq6LBICxkN+bWq5/F+43hEMh1mMLvjLr+v2quv7ll92J6wIGYM7+2hl0OQXi8XsbkX5ucrp2F7Qe/+qufxfuN4QW8ufaFVnuTzFVYm/SZSQEXkVkaBmy5XB4nAM3qwMMaRiPH8fa8EpSM7TZXKUa/j+uxGZzQFB9iAjBarK4ti/gf9Y1dDe55e04M7QjuFpN7Mfs2GyOc3VcQZohzP3eGKv+4a7DfPIE/0RUJyG0lfu1GOrXIjQllbSEyjiqVSfgui74z1pCcrs+OINDKDPtdWwNLie5zV1gMoHNgSHhLGFPD8Hy7PPYmrYkiDcvaHNQIb83DbLeb4qC0Kj813HhZ352fzcBddKv3fmR0/2Yx7U7/8FUpnoy3o951O9fuO9NKVNkAUjjxo1ZtCh9/PnRo0exWq3Z9n6cz7NixQr39q5du6hYsWKB0kR86WRMEqNm+24Ftve+yf+keW9NerztuSBERKTkKzN0IIELF2SZZm3fAVKScYaX9djvDAzEeOa0V+UbkpNxmkwewUd6GWdcG7nUYUhNITEw9IJ015Ag45nTOKpVJ2HaTCI6tadcK9fNsKN8eWK/+9kVfJwTMu55HJWrkDxoCH7r/vCq/SIlQZEFIK1atSIhIYElS5bQq1cvZs+eTfv27TGZTCQmJhIQEJCpl6Jz585MmDCBdevW0bJlSz766CM6dOhQoDQRX3L1fMBjPa6gSrmi6xI1mQwY/Mw402zY7bk/Xyc/jp2x8P6yv92vSUSkNLCMfJ6kxwdmmeYMCSGyU3uPm3gA/P0xJHs5XDEgAMxZ3D75+WNISU4/Joc6nH7+OAzGTOkAJLuGkJcZ8TTOyHKcfX4cOJ0Ev/c2Ze+4lbhlK3FUqozf/34h8KsviP1pdea6REq4IgtAzGYzEydOZNiwYbz22mvY7XbmzXOtdnPrrbcyevRounbt6pEnMjKSkSNH8uijjxIaGkpwcDAvv/xygdJEikOVciHUrJTDEIECMptdk1BjY7MeIiAicqlyVKsO1apnn14+CuMJz6WWDbGxOINdXxqdX0XKbDZmeX11lI/CkJqKIeYMzsj0JWoNcbE4g4O9qsMWWZ7IxBhOX5AOQEgw5h3b8P9+BWe278EZ5RraZL2lB5HNryTow9lYhg6jzLAhWJ57AXu9+oiUNkUWgAB07dqVVatWsXPnTpo3b05kpGts9c8//5xtnnvvvZcOHToQHR1N69atCQ0NLXCaSGlk3rKJ0OdHYNq9G1vLViRMn4mjarXcM2YQNPNNgt5/F4M1leR+D5E04nkwpn/r5m0dwZMmYDp2jIS33vPYb4reR2S7zGNYY9Zswl4/8zwX/2+XE/7gPZ7r1IuIeCk8LQHHsX9ISc3/sNDUy6/A+OvPpNzSw70vZO0a7BFlCYg9icFkJPE/14pzAXYHSclW0jI8eyS1bFnC/fxwLl9KSsdOABgsFkzR+0kxmUk5fCjbOtLCw0k5fIikatWpG/svsXExcO7LKr8drmXp7RUr47/mN5yhoe7gA8AZFo6jWnWMhw7it30rpiOHCR03mtBxoz1eX1SFMFLuuifT9VqkJCnSAASgYsWKeZ6PUbNmTWrWrFmoaSKlifHIYcLv7I2taTPOfjiXwCVfEX5PH2J//A28XGAhaNZMQia8QNLw57A1u4rQ50fiDA4lecjTeaojYuVSgqdPIfXOzKs2mXfuwF65Cmc/8Rxvba+eeYK1IS6W0BFP5+U0iIi4OS2JPHF4CWnvOMn/I+/AEhvLZVs2cvrZp0kKCycgyUKVn3/gyOWNOPbsyNwLAIIjy+H/ygT2/u9XMBioum8P2O1E//Y/bOvX5VzHxBcxOBzUMRmp+MHb8Mbr4HQS+MEsbA2vwFmhAo7Ichjj4jAeOoijlutBusbDhzDt3Y31mo6kNb2KmJ9We7TJb/tWyjwzmJifVuOMiMii1SIlR5EHICKSd8FvTwd/P+Lnfg4hIaR17ERkm6vw/2451lt7516A1UrwG5NJeeBhkp4dBUBCUDBhD95L8sDBYDZ7VceNO1ZS67252BtkvWKPeecObI2bYGvWPMv0jEKfH+n9GGsRkQsYQkKZVbMXQ26pT+Vy6T0gBgM4L5gKZzQaz+134siwlK7RaMSMHdsjD9B06yZSO3bCf/sWDBUrEjX/U6LKuHojjDt34KxSBWc518pvdruDs2fTr1/WXX9T4bEHaLV/L7aqVQna/TeJfe+lyrBzAYzNRtoTD9Nk6yZSOnQkcNsWnFEV8Js5ixqhoRw/k8T8hHAe+HQ21v/+wRgbi9/6tcTPcX2Zk9aiFY7yUZS941ZSb7kVgzWVgKVLwGgkpd9DEBqKvbHnSk3Gs65VEC/cL1ISKQARKYH8fvuV1JtugZBzE9lNJlJvvAn///3qVQBi3rYVY3wcKbenPzk6rYPrKdDmrZuxtWrjVR0Nju9l7/sLqb006xVlzDu2kdYm9+fN+P+4koClX5P44suUGTU81+NFpOQwGg0Yzj3bxPXD4H7USeZtz+PS0mwe8ygCAsz4+ZlwOJwkJaU/P8hsNhES4u/Ol1XZcck24v3KEHnFZVSv7vkNf1xckscwqcjIEEwmI0lJVvdzk8D1YL3gYH9YswbGjyfohx/g+uth8mRCMzw8mXp1Ydo0eOop9y5nxjpq1iJu5a+EvPoSfsePYXlhAikDniQww2Tws0u/J+SNV/H/3y+kXXsdlrETCKjiWuLZGJDAVy1606HXNdT44mOcBgPxny7EemM3V+bQUOKWryRk/FgCvvoCY1ws9rr1sbwxI8vhrSKljQIQkeKQ3Tr1AAYDphMnSL6ikWeWqtXx/3GlV8UbTx4HwN7owjKqYjoQja1VG6/qeOuGQYxtfBXkEIAYzpwh6IP3MKSkYr3mWizjX8ZeJ/35MIaEs4QOfwrLs6OxX94wy3JELnbe3rgDHjfSBgMEnHsCudVq8/g2PyjIz/1Nf8Yycg4KXNtpaXYSEtIf2BsYaHY9LR44dSrBo/5y5fI/p9JiAZstPdDw9zcTGOiHzWb3CECMRldaTtwPCvbiKdXne0QyH3ouITgYJk92/cupgAyMFzyo2H5FI87O/Sz7RgQHYxk7Icd2xnXpRvi9d2aZZq9TL9Pw1pykXX2N5tdJqaEARKQYlIZ16gGcFy4TmYHx4AGMsbFYr7mOpOfHgsVCyGuvEH7nbcSs2+JeplLr1EtROX+j7bzgZtFoNGA0GnA6XUNnMu738zPl+C17Vjfr57ctllSPZa/Dw4MwGg2kpKSRnJz+1OSQkACCgvw88nvL6XRy+nRihtdooEyZQADi45OwZlgWOzDQD7M5f8uvZjwvrnrT/59xSFMW9+Feu/B9OV+vzWbPVL/D4SQ1Nc2jzvP5XT+cpCS7ApbkJCuJiSkex11YXkJCMmDAccEXPUlJVpKS0gCnO7+fn4myZXOf1O7I4qnoIpI/CkBEikFpWKc+N45KlYld+Qu2q9JXwbJf2ZiIdi3w/+kHrDd20zr1F4Hzw2/y9i27a7/d7iA11eYuy8/PRGCg68Y847fvBoOBsLDAPA/zOS8xMSVTABAY6Edamp24uCSP+sPCgvJ5Jjj3jX36TajJZMRkMmI0Zn5WTl4DD+/yeaY5HK4b7/M36NnduHsGE85MgRmAzeZw39RfGDfExydlU3b2dWXHFQBYM+232RycPZuSRY50KSmu36XUVJvH+52V7JYnP9/OjNLSXAGRyZT9Fy42m8OjZ0pECkYBiEgxKA3r1OcqKMgj+ADXkAFn+SjMf+7AevU1WqeejENAvLmJd90MZbyJCwz0c+/Paix9zuVl/W2+0wmxsRZ3WSaTkchI1/t+4Vj68PBg9+9bXqWm2jwCEJPJmGUAArkPv8mJtzf7Wd0cZ3+znvlG+8L8qak2DAaw2TxvTNOHSmVfXk4BQ0YOh9NjSFRG8fGFt6iD3e4gOTnrm3brJfAw0sTEVI8gOCOn0+kxj0RECk4BiEgJlNaiJX4b1rlWrDrHvGMbziqV3ZMrAcqUCSI42EFiYipWa/qNnq1xE5z+/vhtWI/1ppsBMCQmYIrej6NS5RzrcFSq5FUbjSdPYDx+zHMFLJsNQ2ICpKYW6Tr1GW+0Xd/YZlzlxuA+PxeOpff3N+f5Zv38cSkpVo8bsZCQAPz9TdhsDo+b6YAAM2XKZH0j442YGIvHt9MhIf4YjUYsllSPsfR+fiaCgvzzVUfmoTE5fW2d92En6TfrmW+mbTZ7pht5p9M1/CYv3+BnPO7CIDwpKZXkZGumeqxWG6dPJ2Qoq2CyuylNS7Pr2/JSxmq1cfZsCiEhAR4Bt83mwGLxvL6KSMEpABEpgVJ79CJswKOY/v4L+xWNMB45TMDKb2HiRAwXDBMwmYyEhQVy9myK+0PSGRaOtWMngt55E+v1N4LJROBH74PTibVDxyzrMP3jqsPy3AsXlG/AYDRgAI/x8/7fLyNg5ttYNm8HP9e39OZFX2NITsbUvh3Otm081qk3Gg2E7NqJ38D+xP+6BltYWXdaWFjQuaE+rrK9HXoDkJqa5jF0IyDATGhoYJZj6Qsy/CYtzQak31SaTAbMZlOW48LzG3y48npuXxhgnee6mXeQ2zfpWaVdWJ7D4XQHUZnH0qdgMBgo6NAbcN3kZXcjl9vwm7xwzdPIukGFEXjIxen87+f5CfkJCcnuYV8iUrgUgIiUQNZu3bE1vYqyvW/GekM3/H79GaKiMDz+ePpBmzZBjRpQoYJ7our5oSAGAzBxAubrOlK++/U4a9fC8NVXOAcPJrJBLeLiLB51GG69FcOqVTjKlyfl/gc82lImLIiAc8Nj/DNO1HzgfnjtVcrc3xfuvBMOHoTXXoO2bQm8rScOg4FkU/p69AazET9c3+A7mzbDkeEbYrPZmOP467xIX/0m5yAgL0NvAI/Jx+AalnJ+DH5G58fSZ112TnW59l8Y0MTEWMhKdmPp88PphJSUrMfUZzeWXuRidf53Xr/7IkVHAYhISWQ2E/flN4S88Sp+//sF+zXXYpo2BcLC0o9p1cpjnXqj0eA5jr5Na9iwAV54AcPBgzB5MoZnngGjATB41BG05n/QqRMp4ybgLBOGV6Ki4NtvYehQeOIJqFAB59NPw5gxOA3GTDfS54ffmMn8DXxqqu3cqkV5G3rjumF3ZCorLS3zTbvD4eT06YRC+wY8uxv2nMbSi4iIiAIQkUIXnpaA49g/pKTmvqxjblIeeBgeeBh/fxMhqVaIPpCeuD/a9TPDPrvdnv5NvRMwBeB8xbXOvdMJ7N6H0+n5PIGUBx7G/7HHALAlpuA4ewgAx5kkwtMSSDibQuy0ma78MRbPIKFWA5xLvvdsdKINEhO5kMPhJLZpa/jvLFzwzWJhTvB0Lcmp4TciF6vDJ7OelF9YTCYDh08n4UyzZXstKahjZ7Lu2RS5VCgAESlETksiTxxeQto7To4Ud2MKwRMYsJ1tjS3Ky5WxRESKiP3clyZzvttdzC0pPIH+Wp5cLk0KQEQKkSEklFk1ezHklvpULlfwHpCMwsOCMOYwT8Jud3D2bOEty3n8TBJvrtjHUyH5fwqyiEhhqVMljDH9WmIy5n+RB2+cjE3ivW/+on/PRlSMKNzreEaB/iYqRhZd+SIlmQIQkUIW71cGY5XqBFYqk/vBeeD0NxOSwzr1Z8+mEBhReCu2GAMSiPc7kfuBIiI+UqeKl3PUCsBkcl1jq5QPoVqUvoARKQqFs+yMiBS58+vUX7gyy/knCGudehERESkN1AMiUoponXoREREp7dQDIlIKaZ16ERERKa0UgIiIiIiIiM8oABEREREREZ9RACIiIiIiIj6jAERERERERHxGAYiIiIiIiPiMluEVKQKHTyYUafkmk4HDp5Nwptmw251FUsexM5YiKVdEREQubQpARAqR3eEKBuZ8t7uYW1J4Av1Nxd0EERERuYgoABEpRHWqhDGmX0tMRkOR1nMyNon3vvmL/j0bUTEiuMjqCfQ3UTGy6MoXERGRS48CEJFCVqdKWJHXYTK5Apwq5UOoFhVa5PWJiIiIFBZNQhcREREREZ9RACIiIiIiIj6jAERERERERHxGAYiIiIiIiPiMAhAREREREfEZBSAiIiIiIuIzCkBERERERMRnFICIiIiIiIjPKAARERERERGfUQAiIiIiIiI+owBERERERER8RgGIiIiIiIj4jLm4GyAicqn48MNZfPzx+0yePI2rr76GxYu/ZOrUyYwePY6bb+7h8/Zs2rSBp54ayJIl31G+fFShlHn8+DH69LmV1as3FUp5AIsXf8lnn33KmTOnqVWrDkOHDqNp06vc6UlJSUyePJFt27bQrFlznntuLEFBQYVWvzdtyG+egh5z/ncqo8jIcixdutK97YvzU5IdOnSQs2fjvT7+ZGwS8Sej2fV3IDERwV7nCwsLp1at2vlposglRwGIiIiPHTwYzdVXX8PBgweKtR0bNqwDYOPG9XTr1r1Y25Kdn35axZtvTmHYsOdo3Lgp33yzmOHDh/Dpp19SqVIlAL74YgFBQcFMnTqThQvn88UXC3jggUdyLPfJJx/n5pt7eBX4edOG/OQprGNq167D9OnvuOs2Gk0ebcnP+blYnDlzhrZtr8LhcOQ57+/z83a8yWTizz/3U65cuTzXJXKpUQAiIuJDJpPJHXgcPBiNyWTKJUfR2bRpPVdd1aJEByCffz6f7t170qNHLwCGDh3Ghg1rWbJkEf37PwlAYmIi1avXoG7detSsWYv4+DiftyE/eQrrGJPJTLly5bNtf1Gfn5KsXLlyrFu3NU89ICaTEYPZhNNmx273PnAJCwtX8CHiJQUgInLRMMdvzHdeh39FHEE13NvG5CMYrSfB4I8trKl7v8GWgMmyGwBbeKs819OgQUN3AHL48CEuu6wBALt2/cXUqa9x5MghWrRozejR4wgNDQVg+/atTJv2Ov/8c5jatesyevRY6tSpx5Ytm3jllfE89dRwpk17HYvFwiOPPEGfPn1zbUdsbCz79+9j0qQpTJ78Ek6nE4PBkGuZ+/fvY/z454mJOcNNN93C2rVruO22PtxxR8515vT6ALZs2cTo0cP5/vtf3fvS0tLYu3c39933oEdZrVq15c8/d7i3b7/9ToYOHcDs2e9QrVp1j96AgvK2DXnNU1jHABw9eoSePW/C39+fK65oxOOPD6Jq1Wru9KI8P6VBXodFmc1GIiJCiI21YLPlvedERHKnAERELhoRG7rkO29SjUFYGkxybwcdeZfgIzOxB9Yg5po/3ftNCX8SselGAE5dfzbP9VSvXp21a//g9OlThIaGEhAQSGJiAsOHD+GOO/oyceJkXnvtZd5+exrPPfcCDoeDMWNGcscdd9G9e08+/XQOM2e+yZQpbwIQHx/PvHmf8Prr09m8eRPvvDODW2/tRUBAYI7t2LhxPdWr16Bly9YkJJwlOno/9erVz7XMN96YxA03dKNduw4MGvQoU6a8RY0atXKsKyEh+9d3XpMmzVi0aLlHvvj4OOx2O5GRkR77IyMjOXPmtHu7cuUqfP7518TGxhAZWQ6DwZCpDXPnfsSnn37s3k5NTeXvv/9k2rTX3PveeOPNTPMvvG1DXvMU1jFXXHElY8aMp3r1msTEnOGTTz5kwIBH+PTThYSHl/X6/IiI+JICEBERHzIaTVSuXIXVq3+jbt36xMXFkpSUhNls5sEHH8VgMHDXXfcwceJYd545cxYQGhrK/v37SUqy8M8/h91pyclJDBv2HHXq1KN69ZrMmPEGsbGxVKpUOcd2bNq0nkaNGhMQEED9+g3YsGGdOwDJqcx9+/YwevQ4atSoSa1adTh+/BhXXtkkx7r++OP3HF8fgNls9ugRyejCG+bzvTWe59WY4zCkXr1up3Pn693b48eP4brrOtOxY2f3vqio7Cfie9OG/OQp6DHt2l3t3l+3bj2uvLIJd93Vi+++W07fvve503I7PyIivlRkAcjevXsZNWoUR44c4Y477mDEiBFefeuyYcMGxo0bR0xMDP379+ehhx7yKq1///788ssv7u127doxZ86cQn1NIlKyxbb+Kd95Hf4VPbaTawwgtdJtYPD32G8vc2WB6gHXjeIvv/zIVVe1YNOmDZjNZuLi4ujWrZOrLQ4nSUkWUlNTCQgIYOHC+Sxb9g1VqlSlUqVKHhNqy5QJo379ywDw8/MDXDeoudm4cT3x8XH89tsvpKSkEBoayj333J9rmdWqVeevv3ZStmxZjh49Qq1adXKt69Sp/3J8fdkJDy+LyWTizJkzHvtjY2OJjMzbWPuwsHDCwsLd2wEBAURERFKtWvUc8+WnDd7kKaxjLhQUFESdOnU5evSfHF+XiEhxKpIAxGq10r9/fzp06MC0adN46aWXWLx4MbfffnuO+WJiYhgwYAAPPfQQ3bt355lnnqFhw4a0bds2xzSAP//8k2XLlrlXBTGb1bkjcqnJz5yM7DiCanjMCTnPaS5T4Hrq1avPt98u44477mLTpg3Y7XYaNGjI+PGvuOpwOrFYEjGbzWzZsomvv/6KhQu/JjKyHGvXrmbPnt3uskJCQvJc/8GDBzh16j9mzZpDZGQk27dv5fXXX8FqteZaZq1adZg+/XUmT36J22+/0x2o5KRChYrZvr6c+Pn5cdlll7Nx43o6duzk3r9p03o6dOjozUstsPy0wZs8hXXMhaxWK4cPH8p1iWARkeJUJA8i/O2330hMTGTUqFHUqFGDZ555hkWLFuWab+nSpURFRTFo0CBq1arFwIED3flySjtx4gQAl112GWFhYYSFhREc7P3a3SIivlS3bn2Pn0FBQZw8eZy///4Lo9HITz+tYtiwITidTpKTkwHXSkY7dmzjrbemedXDkZONG9dRrVp1GjW6ksqVq3DttZ2w2+3s2LEtx3z//nuU7du38u67H7Jw4RIGD37Gq/rateuQ7es7z2azkZiYmClv3773snz5EpYv/4ZDhw7y5ptTOHnyBL165fyF1oWSkpI4c+a0+9/48a/Qpk07j31paWlZ5vWmDV99tZChQwfkKU9hHPP229PZunUzx479y19//cmYMSOxWCwldlWzks5ut7N69W989tlnrF79G3a7vbibJHJRKpJugt27d9O0aVP3g44aNGhAdHR0rvn27NlD27Zt3UO1mjRpwtSpU3NN27FjB3a7nWuvvZazZ8/SqVMnXnzxRcLDw7OuSESkGNWrV5+QkBAqV64CQGhoGV59dSpTp77GwYPR1K5dh1dfnYLZbKZNm3Z06HAtjzxyH5UrV6FHj968995bxMScyaWW7G3cuJ7mzVu6t4ODg2nUqDEbNqyjbdv22earXLkKkZGRPPnkE1gsiZhMZrp1u4Vnnx2dY31lymT/+s7bsWNbplWwALp0uYH4+HjmzPmAM2dOU7t2XV5/fUauc1wu9Nlnn2Z6YN+F3nzzPY/zkpc2xMXF8e+/R/OUpzCOOXXqJC+++Dzx8XGULRtBo0ZXMmvWx3k+PwLLly/lxRef58iR9DlWNWrU5MUXX6Z791uLsWUiFx+DswBfpQ0cOJANGzZk2m8ymbj55psZN26ce1/btm1ZuXJljkHB4MGDadq0KY8++ijg+sbqmmuuYfPmzTmmzZ49mw0bNjBy5EiMRiOjRo2iYcOGjB8/Pk+v58yZRIxGrQ4iJd+R/xIZM3sdLz3elhoVsp64K1LYli5dwk8/rWL06LEEBgayb99ennlmCN999yMhIfo9lNJr2bJvePDB+7jxxm4MHz6CNm1asH79Zt544zVWrvyOOXPm0aNHz+JupkiWIiLyPhS3uBWoB2TChAmkpKRk2j937txME84DAgJISUnJMQAxmUz4+/tnypNb2uOPP87jjz/uThs+fDhDhgzJcwASGRmi5QmlVDhjcQ0VCQkJKJUXHil6LVtm/iYfoFatWl4Nic1K587X8vPPq7j33jtJTU2latWqPPfcc1SrVjH3zCIllN1uZ9y45+nevTtLlizBaHSNTu/SpSOdOl1Dr169ePHFMdx7713F+uBQkYtJgQKQ8uWzXtKvfPny7Nu3z2OfxWJxr6aSnfDwcGJiYrLMk1PahcLCwoiNjcVqtXoELbmJibGoB0RKBYsl1f0zNtZSzK2RkuiTTz7Lcr/ZbM7370xoaGSWD7HT76CUZqtX/8ahQ4eYNesjTp2K56OP3ufYsX+oUqU6Dz/8GIMGPcVNN3Xh229X0aHDtcXdXJFMSuMXkUUyB6Rx48Ye37AdPXoUq9Wa65yMxo0bs2LFCvf2rl27qFixYq5pQ4YM4eGHH6ZZs2YA7Ny5k6ioqDwFH+BaGtLhKNjkThFfcNgd7p96Uq9kpUKFStmm6XdGJN2xY8cBWLToS26++XqPiecvvDCahx9+3H2c/nZECkeRrILVqlUrEhISWLJkCQCzZ8+mffv27q7LxMTELFcb6dy5M5s3b2bdunXYbDY++ugjOnTokGvaZZddxqRJk9i+fTu//PILM2bM4O677y6KlyYiIiIXkYoVXcH6+++/S2RkOaZPf5vjx48zffrbREaW4/333/U4TkQKrkCT0HPy448/MmzYMEJCQrDb7cybN4/69V1LTnbu3JnRo0fTtWvXTPnmz5/PpEmTCA0NJTg4mC+++MI91Cu7tLS0NMaNG8f3339PuXLl6NmzJ/3798/zs0BOnUoo+AsX8YGjpxIZ++EGJjzSmmpRmvwrIpJfycnJ1KxZEX9/fw4cOEZwcCARESHExlpISkqhTp0q556vctK9uqdISRIVVaa4m5BnRRaAAJw8eZKdO3fSvHlzIiMjvc53+PBhoqOjad26NaGhoV6nFZQCECktFICIiBSOWbNm8sILozAYDNxww008/fRw2rdvxR9/bGTatDdYtep7nE4nEydO4oknBhV3c0UyKY0BSJE+LrxixYrueRp5UbNmTWrWrJnnNBEREZG8OHToIABTp77FtGmvc9NNXdxpNWrUYsqUN3nmmcHu40Sk4Io0ABEREREpyWrVqg2A0+lg/fptbNy4lsTEOEJDy9KqVTvmz5/rcZyIFFyRDsEqbTQES0oLDcESESkcVquVmjUrEhlZju3bdxMY6O+eA5KSYqVp08uJiYnh8OETeV5dU8QXNARLRPLl0KGDnD0b7/XxJ2OTiD8Zza6/A4mJCPY6X1hYuL7FExHJwN/fn/79n2TmzBk0bXo5o0aN4a67bmfhwq+YNOklTp36j0GDhir4EClE6gHJQD0gUhzOnDlDo0Z1cTiKfn15k8nEn3/up1y5ckVel4hIaTJ+/Au8997bHs8BMZnM9O8/iHHjJhZjy0RyVhp7QBSAZKAARIpLXntATCYjBrMJp82O3e594KIeEBGR7FmtVj755AOOHz9K5crVeOCBR9XzISWeApBSTgGIlBZms9E9RllP5hURKTy6vkppUxoDkCJ5ErqIiIiIiEhWFICIiIiIiIjPKAARERERERGf0RwQERERERHxGfWAiIiIiIiIzygAERERERERn1EAIiIiIiIiPqMAREREREREfEYBiIiIiIiI+IwCEBERERER8RkFICIiIiIi4jMKQERERERExGcUgIiIiIiIiM8oABEREREREZ9RACIiIiIiIj6jAESkhHM4HHz55ZeMGzeOjz76iJiYGI/01NRU+vXrV0ytExEpvXR9FSkeCkBESriXXnqJadOmkZqaysqVK+natSsff/yxO91ut7Nx48ZibKGISOmk66tI8TAXdwNEJGdff/01n332GZdffjkAa9euZezYsfz+++9MmTKFgICAYm6hiEjppOurSPFQD4hICWc0GvH393dvt2vXjm+++Yby5cvTu3dvduzYUYytExEpvXR9FSkeCkBESrju3bszevRo/vnnH/e+4OBgXnvtNR555BEef/zxYmydiEjppeurSPEwOJ1OZ3E3QkSy53A4mDVrFrGxsYwePTpT+tq1a5k3bx4zZ84shtaJiJReur6KFA8FICIiIiIi4jMagiVSyixbtoynn36avn37cujQIYYOHZpp6UgREck7XV9FfEMBiEgpMm3aNKZMmUL16tXZs2cPRqPrT3jcuHHF3DIRkdJN11cR39EQLJFSpF27dnz66afUq1ePVq1a8c0335CWlsZtt93G5s2bi7t5IiKllq6vIr6jHhCRUiQsLIxjx4557IuLi6N8+fLF1CIRkYuDrq8ivqMHEYqUIgMGDGDQoEHccMMNWK1WPvnkE3766SeefPLJ4m6aiEippuuriO9oCJZIKbNp0yaWLFnCyZMnqVSpEj179qRly5bF3SwRkVJP11cR31AAIiIiIiIiPqM5ICIiIiIi4jMKQERERERExGc0CV2khOvXrx+zZs0iKCiI+++/H4PBkOVxc+fO9XHLRERKN11fRYqHAhCREq537974+fkBcNtttxVza0RELh66vooUD01CFxERERERn9EcEBERERER8RkNwRIpRWw2G/Hx8TidTsqWLYvZrD9hEZHCoOuriO/or0ukFFi2bBlz5sxhz5492O12AEwmE1deeSX9+/fnuuuuK94GioiUUrq+ivie5oCIlHBfffUVL774Ig899BDXXHMNUVFRGAwGTp8+zerVq5kzZw5Tpkyhc+fOxd1UEZFSRddXkeKhAESkhOvRowd9+vShX79+WabPnz+fxYsX89VXX/m4ZSIipZuuryLFQ5PQRUq4w4cP07Vr12zTO3XqxL59+3zYIhGRi4OuryLFQ3NAREo4q9XK+++/j7+/f5bpqamppKWl+bhVIiKln66vIsVDAYhICde7d29SUlJISUnJ9phevXr5rkEiIhcJXV9FiofmgIiUMrt376Zu3brup/eKiEjh0PVVxDc0B0SklOnXrx+nTp0q7maIiFx0dH0V8Q0FICKljDotRUSKhq6vIr6hAERERERERHxGAYiIiIiIiPiMAhCRUsZgMBR3E0RELkq6vor4hgIQkVLGaDTqQ1JEpAjo+iriG1qGV0REREREfEY9ICIiInJJSkpKYvr06Tz66KNMnDiR/fv3e6SnpKTQpUuXYmqdyMVLAYiIiIhckp5//nlWrlxJ06ZNiY2NpXfv3rz00kukpqYC4HA4+Pfff4u5lSIXHw3BEinhbrrpJtLS0nI97qeffvJBa0RELh5NmjRhxYoVVK9eHYADBw4wevRoLBYLb731FhUqVKBFixbs2rWrmFsqcnExF3cDRCRnkyZNYvDgwdxzzz20bNmyuJsjInLRCAoKIj4+3h2A1KlThwULFvDWW2/Rp08fXnjhhWJuocjFST0gIqXAX3/9xeDBg/n888+pUKFCcTdHROSi8Pbbb7Ns2TJeffVVrrrqKo+0H3/8kWeffZaUlBT1gIgUMgUgIqVEcnIyZrMZPz+/4m6KiMhFY+nSpZw4cYLHH388U9r+/fv54osvGD16dDG0TOTipQBERERERER8RqtgiYiIiIiIzygAERERERERn1EAIiIiIiIiPqMARKSUczgc7N69u7ibISJy0dH1VaRoKAARKeUsFgu9evUq7maIiFx0dH0VKRpaBUtERERERHxGPSAiIiIiIuIzCkBERERERMRnFICIiIiIiIjPmIu7ASKSszZt2nD27Nls051OJwaDgV27dvmwVSIipZ+uryLFQ5PQRUq4w4cP88QTT3DnnXdy4403Zntc1apVfdgqEZHST9dXkeKhAESkFPjnn3/o378/s2bNolq1asXdHBGRi4auryK+pwBERERERER8RpPQRURERETEZxSAiJRwp0+f5tlnn6Vbt27079+f3377zSM9KSmJhg0bFlPrRERKL11fRYqHAhCREm7kyJEcP36cxx57jPr16zN8+HD69+9PTEyM+xiNpBQRyTtdX0WKh+aAiJRwV155JT/99BMVK1YEIDY2lvHjx7N582amTZvGFVdcQYsWLbRMpIhIHun6KlI81AMiUsKVLVuWgwcPurcjIiKYPn06Q4cOpX///nz66afF2DoRkdJL11eR4qEARKSEGzx4MMOHD+fHH3/02H/HHXfw0UcfMXfu3GJqmYhI6abrq0jx0JPQRUq4u+66i3r16nl8S3dekyZNWLp0KcuXLy+GlomIlG66vooUD80BERERERERn9EQLBERERER8RkFICIiIiIi4jMKQERERERExGcUgIiUcjabjZ9++qm4myEictHR9VWkaCgAESnlUlJSePnll4u7GSIiFx1dX0WKhlbBEhERERERn1EPiIiIiIiI+IwCEBERERER8Rk9CV2khDt27JhXx1WpUqWIWyIicnHR9VWkeGgOiEgJ16VLF/eHZHZ/rgaDgV27dvmyWSIipZ6uryLFQwGISAkXGxvLgAEDuOWWW7j//vuLuzkiIhcNXV9FiofmgIiUcBEREbzzzjv8/PPPHD16tLibIyJy0dD1VaR4qAdEpJRJSEggOTkZPz8/ypYti8FgKO4miYhcFHR9FfENTUIXKQW+/vprvvzyS6KjozGZTPj7+2OxWEhLS6Ndu3YMHz6cunXrFnczRURKHV1fRXxPPSAiJdzrr79OdHQ0Tz31FJdffrlH2tGjR5k9ezY//PAD3377LREREcXUShGR0kfXV5HioQBEpIRr06YNixYtonr16tkec/XVVzNx4kQ6d+7sw5aJiJRuur6KFA9NQhcp4apXr85HH31EampqlunffPMNFouFK6+80sctExEp3XR9FSke6gERKeH27t3LgAEDSExMpFmzZlSrVg1/f39iYmLYtm0biYmJjB8/nq5duxZ3U0VEShVdX0WKhwIQkVLAarXy22+/sXv3biwWCyaTifDwcBo3bkyrVq0wmUzF3UQRkVJJ11cR31MAIiIiIiIiPqM5ICIiIiIi4jMKQERERERExGcUgIiIiIiIiM8oABEREREREZ9RACIiIiIiIj6jAERERERERHxGAYiIiIiIiPiMAhAREREREfEZBSAiIiIiIuIzCkBERERERMRnFICIiIiIiIjPKAARERERERGfUQAiIiIiIiI+owBEREQuaU6nk6+++qq4myEicslQACIi4gN//vkn48ePZ+jQocyePZukpKQ8l9G5c2cWL15cBK0rPLt376ZBgwYsWrSoSOtp0KAB69evL5SyvvvuOw4cOADA/fffT4MGDbjiiiu45ppreO655/j3338LpR4REXFRACIiUsQ2btzIPffcQ3JyMjVr1mTu3Lk88sgjOJ3OPJXz7rvv0qlTpyJqZeFYs2aNx8+SLi0tjY8//pgnnnjCva9169YsWLCAQYMGsXr1au666y5OnTpVjK0UEbm4mIu7ASIiF7sJEybw+OOP8+STTwLQsWNH7rnnHnbv3k3Dhg29LqdBgwZF1cRCs2bNGvz9/Vm7di1OpxODwVDcTcrRwoUL6datG2FhYe59ZcqUoVmzZjRr1oymTZty2223MWvWLMaMGVOMLRURuXioB0REpAhZrVYefPBBHnjgAfe+ChUquNMuJqmpqWzevJl+/foRGxvLX3/9VdxNylFiYiJLlizhvvvuy/aYhg0b0qRJE3755RcftkxE5OKmAEREpAj5+/tz++23U6ZMGQAcDgcffvghVatW5YorrgDgs88+48Ybb6RJkybceOONLFmyJMuyspsDYrVaGTt2LK1bt6ZLly68//773HnnnTzyyCPuY5YuXcrNN99M06ZNuemmm1i+fLk7rUGDBu7hXddeey3r16+ne/futG7dmp9//tnr17p582ZSUlK45557iIyM9BiGtX79eho0aMCpU6fo378/zZo14/rrr+e3337zKGPatGm0a9eODh068Pbbb/PQQw9x8803e92GmJgYRowYQatWrWjXrh1jx47Ndr7Nhx9+yP3334+/v3+OZTZo0IB///2XlJQUAE6fPs3TTz9NmzZtaN26NUOHDiUmJgaAEydO0LBhQ77//nuPMm644QZefvllr1+HiMjFTAGIiIiPnB/u8/333zN79mz8/PxYv349L774Ij169ODDDz/klltuYdSoUezfv9/rcj/88ENWr17NlClTuO+++3jjjTd44IEHeOaZZwBXYDBixAg6duzIhx9+SI8ePRg5ciT//POPu4zly5czceJEbDYb/fv3Z+DAgTRq1IjPP//c63asXr2aqlWrUrVqVVq1apXlPJDHHnuM2rVr8+6771KlShVGjhyJw+EAXEHSggULmDhxIsOHD+fdd9/l2muv5ZVXXvG6DUOGDGHXrl288cYbjB8/nl9++YVx48ZlOu7UqVOsW7eOW2+9Ndcyy5Yti9PpJCEhAYARI0awfft2XnvtNaZOnUp0dDRvvPEGAJUqVaJNmzasWLHCnf+vv/7i8OHD9O7d2+vXISJyMdMcEBERH6lXrx5t2rTh66+/5vPPP2fMmDHuFZb69u1L+fLladGiBY0bNyY8PNzrcrdt20a3bt245ppruOaaa3j//fdxOp00atQIgMDAQCZMmMDtt9+OyWRyBwA7d+6kevXqAPTv358OHTpQp04dateuzc0338z+/fvZuHGj1+34448/aNOmDeCayP3qq6+SlJREcHCw+5iWLVsycuRIAEJCQujTpw+nTp2iYsWKbNu2jauvvpquXbsCMH/+fKxWK82aNfOq/vXr17Nx40aWLFninltz8uRJJk+ezMsvv+zR0/HWW28xaNAgr+aonD/m/KIBN910Ew0bNqRx48YAtGvXziPY6tmzJ2PHjiUhIYEyZcrw7bffctlll7l7vERELnUKQEREfKRFixa0aNGCTp060b9/f7p160anTp2oWrUqvXv3pn379u5hWOXLl/e63Dp16rBp0ybi4uKIjo4mLi6OevXqudMbNWpESkoKkydPZsuWLezevRubzeYeUgTp81IMBoPH/70VExPD7t272bVrl8cwsY0bN9KxY0f39r333uv+f2RkJOBaiQqgbt26/O9//+PkyZMkJiZy4MAB6tat63Ub9u7dC0CvXr0ypf3777/Url0bgIMHD3L8+HE6dOjgVbnx8fEYDAb3RPWbb76ZJUuWMGvWLLZt28bp06epUqWK+/gbbriB8ePH88MPP3Dbbbfx3XffebxuEZFLnQIQEZEiZLfbOXbsmLunAVyrYJlMJg4cOECLFi1YsWIFa9asYfPmzcydO5epU6fyxRdfeH3zffnll/PZZ5/Rpk0bjEYjgwYN4vLLL3enz58/n0mTJnHbbbdx//3307x5c49J8YVhzZo1OJ1OPv30U/d8l8cff5w1a9Z4BCA1atTI8XWcOXOGa6+9FoA+ffq4e0O8ZTKZWLRoUabgKWOAMG3aNJ5++mmvy9y7dy/Vq1cnMDCQxMREevfuTWBgILfeeiv33HMPR44cYfbs2e7jQ0JC6NKlCytWrKBevXqcOHGCHj165Ol1iIhczBSAiIgUoWPHjtG1a1e+/PJLmjRpAsDhw4ex2+1UrVqVVatWcfbsWe644w66du3KU089Rfv27VmxYgVDhgzJtXyn08nEiRP54osvCAwMpGzZsh5LygJ8+eWX3HzzzUyYMAFw9VbExcUV6uv8448/qFmzJq1bt3bvy2oeiMlkyraMF198kenTp1O/fn2CgoLcPSTeql+/Pna7HaPR6A7Adu/ezQcffMCIESOoUKEC27ZtIyAgwOvhUHv37mXbtm089NBDAKxbt44jR47w448/uoPKP/74I1O+nj170r9/fyIiIrj66qvdvUoiIqIARESkSFWvXp3rr7+ewYMHM2zYMCIiIpg2bRqNGjWiVatWrFy5kkmTJgGuoVTbt2/HYrHk2FOQkcFgIDAwkLlz59K9e3cSExMJCwujatWq7l6AiIgItm/fztq1azl16hTvvPMOFosFu91eaK/zjz/+oH379h77WrZsyYoVKzh58qRXZQQHB/PFF19w7733UrZsWRISEqhWrVqOQUtGbdu2pVWrVgwfPpyhQ4cSGBjItGnTsNlsREVFATBjxgwmTpyYYzkJCQls376dPXv28Pbbb1O1alX3gwojIiIA+Prrr2nbti2rVq1i/vz57vLPu/rqq4mMjGTZsmVMnTrVq/aLiFwqFICIiBSxV199lddff51JkybhcDjo1KkTI0aMwM/Pj+7du/Pff//x/vvvc/z4cSIiIhg4cCA9e/b0uvzu3buzaNEivv32W5KSknA6nVStWpUPPviAOnXqMGbMGF544QUGDBhApUqV6NOnD99++y2bN2+mT58+BX590dHRnDhxghYtWnjsb9WqFeBaHatatWpevY6pU6eyceNGEhIScDqdREREMHPmzExlZ+fNN99k0qRJjBo1CoPBwNVXX+3+/08//cRll12Wa1s2bNjA3XffTVRUFF27duXJJ5909yq1aNGCoUOHMn/+fObNm0ezZs0YOXIkkydP5p9//nH3iphMJm6++WYWL16c52FkIiIXO4Pz/LIeIiJS6qxdu5ahQ4fyyiuvEBUVhdPp5MiRI7z00ks8+eST9OvXr8B12O12cvqoMJlMBX7i+aFDh+jevTuvvPIKNWrUwGAwcPLkSV599VWuv/56Ro0aVaDyAQ4cOEBkZCRly5YtcFk52b17NxaLhWnTplGnTh330DcREXFRACIiUoolJiYyefJk1qxZw+nTpwGoXLky1113HUOHDvVYAje/Onfu7F4uOCszZszgpptuKlAdNpuNqVOn8uOPP/Lff/9hs9moUKECV199NU899RTlypUrUPm+NGfOHN544w2uuOIK3nnnnTytaCYicilQAFLSvPEGzJgBqanwxBMwfjwYvXxe5IkTMGgQ/Pgj1KgBb78NGVaf8ar8KlXg+HHPPO++C/37u/7/++/wwguwfj1ERcHgwTB8OGT17WffvrBrF2zZAl6O4RaRkmf//v3upXKzUq1aNffKVyIiIrnRHJCSZPp0GDECxo2Dli1h6FAIDYVzD+3Kkd0Ot9wCp07BnDlw8CB07w47dsC5te9zLf/kSVfwsXw5VKyYXnbNmq6fW7ZAly7w8MPw8suweTM8+yzEx8NLL3m2Z+VKWLgQ/vc/BR8ipVzGZ4qIiIgUlHpASgqr1XXTf/fd8M47rn2//AK9e8Pp02DOJVb84gu46y5Xz8T5ZTAfeMAVYMyc6V35338Pd97pCiiy6tG480745x9YuzZ935gxMG0axMWBn59rX0oKXHmlqx0LFhTotIiIiIjIxcXLsT1S5DZtct3EZ3xabqdOrp8bN+ae/8cfoV699OADoFcv135vy9+yxdUzkt1k0k2b4PrrPfc1bAhJSa6el/MmTnQNB3v99dzbLSIiIiKXFAUgJcWxY66f5x5U5la9Ouzb513+C/PWqAEHDriGZ3lT/ubNcPgw1KoFQUGuYGblyvRjTSZXb0lGf/4J/v6u+SAAe/e6Ao86dWDUKNcckd27c2+/iIiIiFwSFICUFMnJrhv8CydyBgV59i7klP/cA7I88tpsrp4Pb8rfsAHKloXJk2HJEteQrR490gOIa6+FTz6B80/9Xb/eNdH9llvSh1+NHg1paRATA//9B/PmQYsWsHp1Hk6GiIiIiFysinQS+t69exk1ahRHjhzhjjvuYMSIEbmuFb9hwwbGjRtHTEwM/fv356GHHvIq7bynn36ayMhIXnjhhTy399SphDznKQxGo4FIf38wmzl9QRvKGkxYT8eRlEvbwgwmHFYHiRmOMyZYKQecOXoKv1QHZXIp3zxnAfY6dXGGngtSZrcmsu1VpM6YiWXCKxifGkn476sxdeiAMzwcY1wcAHH3P0LaqQQMp09T7uuvsTVvQdzSleDvjyEulogbrsPx9DDivv2xwOdKREREpKQwGg1ERoYQE2PB4SieadVRUaVvFcIi6wGxWq3079+fRo0a8dVXXxEdHc3ixYtzzBMTE8OAAQO45ZZbWLhwIcuWLWPdunW5pp33+++/s27dOoYOHVpUL6vQOZ1O9v4Tx46zRgypqXDmjEe6IS4Wpxfr+DvLR2E86bl8rjEu1pUWHIyjfBSG1FQMMdmXb2vSLD34ADCbSWveAvNfOwFwVKpM7P/WcXbBlySOfwVncAjW9h1I63AtAKaD0RgcDpIfG+AalgU4y0aQemtvzH/uyMNZERERESn5jEYDBoMBo7FgD2O91BRZAPLbb7+RmJjIqFGjqFGjBs888wyLFi3KMc/SpUuJiopi0KBB1KpVi4EDB7rz5JQGkJKSwvjx4xk2bBhhYWFF9bIK1eY9pxg1ax2vfLqZV7ankWYy89nET9i8xzUkypCYgCl6P45KlXMtK61FK/y2bHINuTrHvH0bzqAgnOFlsTVugtPfH78N693pHuVbLPj9/r9M5RpjYzGkpKTvMJuxdrkBgoIwJFmwPD/OneQMDgHAXrOWRxnOgACc/gFenRMRERERubgVWQCye/dumjZtSlBQEAANGjQgOjo6xzx79uyhbdu27mFaTZo04e+//841DeCdd94hJSUFs9nM2rVrKemrC2/ec4p3luzkv7hkAJICQthWoxmd//cF7y3exuY9pwj86H1wOrF26JhLaZB6y60YYmIIXPCpa4fVStAnH2G9piMYDDjDwrF27ETQO2+6JqWDR/mmI4cJv+NWTAf2u8s0HjmM3/q1pLVo5VmZ00nwjKmkdu+JrVUb9277ZQ1whIRi/utPj8P91q7B1rxFfk6TiIiIiFxkimwOSGJiItWqVXNvu7qnjMTHxxMeHp5tnrp167q3Q0NDOXnyZK5px44d4+OPP6ZJkyYcO3aMuXPnUrlyZd5+++1c55xkZDT6pgvN6XTy5a/7uTBGmt++L5M/H83rC0Zy+rtKhOxZw64e97L9cAqhu/4i7NQxki6/Er8AP/zNJvzMRvc//4AymB4dSNlRwzH/9it+B/Zj2rubpLfewWx2xZmpo8ZQ5ubribi5C44aNfFbuoTUxwdgqlQBKlXA1v5qwvvdTUr/gRisVgJmvoUzOBjrwCfdZQD4ffUFpr27sXwyz2M/5gBSBwwi5OXxGM0mHHXq4P/1V/it+Z3Er5Z6HisiIiJSyplMRo+f4p0iC0BMJhP+5+YBnBcQEEBKSkq2AciFec4fn1va4sWLKV++PB9//DH+/v7069ePzp07s2bNGjp06OB1myMjQ/IUsOTXn9Gn+S82OdP+6Ir1GHbPa9z3xwLKxx7n4w79+KbOrTh+2EuXv37iqZVv0XfgPCyBoVkXHNqVG65zcv2GH0j2D+LzPi9x4Id4/H/9DX+zET8/E7UGvEWPH+YQseVv/uw9gM0t78W87G/8/UyEPTieTh9Ppvrzo3CY/Tja6hp2DxqFIzEA//1n8Pcz4Y+Dpi9N5My9DxMTVR3/FLurbLMJfz+j6xkglSoQMmsmHDoE1arBp59Spnf3oj2pIiIiIsUkLCyouJtQqhRZABIeHs6+C55fYbFY8Du/XGs2eWJiYrI8Pqe0kydP0rZtW3eAEhoaSs2aNTl69Gie2hwTY/FJD8g/x+OzTTscVYuXe44GwN/PiMkJDpuDnxp14adGXXIte1Xj61nVOMPDAq12Uqx29+ZxQxRrb3g2PX2X5xK/S9oOhLYD03esOQVcsAzw7dNcP2f8lk0r6mLqPjm9h2afEb+XfzgXqFz4z5Rpf8beHf8Mx3luZ857Pp8mgomIiIgvmExGwsKCOHs2GbvdUSxtiIgIKZZ6C6LIApDGjRt7TBI/evQoVqs1296P83lWrFjh3t61axcVK1bMNa1SpUoe80scDgcnTpygSpUqeWqzw+H0yRJqZYKyD8IyeubOZlxWvSxOpxOb3UmazU6azeH6Z3dgTXP9dO3LkGZzYM1w3IVpaR5pDqy5pOeH3eHEfkHw4ysmowFzxmDFlB7AZApsTJ4Bzvk0c4Z0fz9ThuOyCZbOpSv4ERERufTY7Q5s+bxnuhQVWQDSqlUrEhISWLJkCb169WL27Nm0b98ek8lEYmIiAQEBmXpDOnfuzIQJE1i3bh0tW7bko48+cg+hyimtW7du3H777axcuZKmTZvy6aefYrVaad68eVG9vAK5rHpZKpQNck9Az0qFiCDqV3MFawaDAT+zAb9imEPhCn6yCGxsGQIfu/dpNo9yzqV7BFIZjs3nNwnng5/UYgp+PAOZ9OAlux4gV5CTHsR4BE8ZA6dM5XgGVUYfDB8UERERKSiDswiXi/rxxx8ZNmwYISEh2O125s2bR/369encuTOjR4+ma9eumfLMnz+fSZMmERoaSnBwMF988QXly5fPNe3XX39l+vTpHDhwgBo1ajB+/HhatMjbyku+fBDh+VWwsjr7BgMM7NWYFg2ifNaeksjhdGK3ewY21gxBTJrNfkFPj2fwk33aBb1CmXqT8h/8FCeT0XBBIGPKoqcn66FufiYjfn4ZgxyTOxjKrcdIwY+IiFyqzGYjEREhxMZaiq0HpDQ+iLBIAxBwzc/YuXMnzZs3JzIy0qs8hw8fJjo6mtatWxMaGup1WkH5+knom/ec4stf93tMSK8QEUSf6+pd8sFHcXM4na5A54LgxJbdkDUvhrNZ01w9Pp69QJmHytnsJXsJ6ayYTYYch7uZ8zGcLcveInc5rp9mBT8iIlKMFIDkT5EHIKWJrwMQcA1xij52FpvTgJ/RSZ3KYT5ZiUtKLofTmTm4SctpOJs9254e6wU9PRmHu7l6k+xk7AWy+2AOVGFzBT+ewcuFixVk39OTOWDKGABl7Anyz+IY/a2KiFzaFIDkT5HNARHvGAwGLq8ZUey/vFJyGA0GAvxMBPiZfF63w+G8IJCxZ7GoQdYLH2QezpY5PWM5tozD5Gz5D35sdic2u43k1EI+GV4wZxXweAQ56au3ZT2cLXPw4++XTVqGvGaTgh8RESm9FICIiJvRaCDAWIzBj9ers9k9eoIyDWfLoscoq8URCh78uOYLFUfwk+NwtVyGu/mZTRf09GQ91C2rNLPJoOBHREQKRAGIiJQIRqOBAH8TAfg++LE7HNhszhyHs2Ua7pZp9TZ75vk9WS2TnaGXyFaA4Od8eRRn8ONnzHLIWlZD2vzNJq8XNfBIzxBIKfgRkZIuaOabBL3/LgZrKsn9HiJpxPNg9G4VU8PJk5R5bhh+v/2Ko1o1Eie9QVp7zwdqZ1l+RlWqwPHjnvvefRf693f9PzERhg6Fr7+GyEiYNAn69Mm6QX37wq5dsGULmAr3s1kBiIhc8kxGIyZ/CPAvnuAnt4UL8pV+QTB1YU+Q1WbPchU+bxRX8GMAd5Di3cIGRvxMWQRFHgFSVg859ewp8vczYjIq+BGRnAXNmknIhBdIGv4ctmZXEfr8SJzBoSQPeTr3zHY74ff2wXjmNAlvvovpyGHC7r2T2F//wFGzVo7lM3Gsq4yTJ13Bx/LlcO5ZeQDUrJn+//vug//9D2bMAIcDHnwQqlWDdu0827NyJSxc6Dq2kIMP0CR0D8UxCR1KxgQmEbn0nA9+Mi5vbc0YwGT7nB57pmDIs5wMc4eyWRyhtH3yZAx+sl3gwMvhbOk9QRnSc+hNUvAjUnK57+FOxhLeoA6pvW8n8bVpAPit/o2wB+/lzO6DYM75O/+AbxYT9tiDxH7/M7bmLQEo8+QTOENCSJw8FaxWyjWql2X5xjOnXeV//z3ceSfEx7ue6XChjRuhdWtXYHHnna5948bBpk2Q4WHfpKTAlVe6jl2woOAnKQvqARERuUS5en6MBPr7vm73A06zCHJyfk6P/YJgJuPCBl4sk53mID+xjxOwnqvP1wwGLghksnhOjzfD2S5I9wiIsulNUvAj4h3T1i0Y4+NIuf0u9760DtcCYN66GVurNjnm9/vtV2y167iDD4DUbt0JeWmcq4xtW7Mtn40bXT0YW7ZAy5ZZBx8AP/wAwcHQu3f6vl694PXXwW5P7+mYOBFOnHDtLyIKQERExOfMJtdqXkE+rtfpdGJ3ZF7qOsfn9OQ4nO2CYCnD4ghZzRvKV/DjBGuaKxDztfPBT07P6XHP78myF8izJ8jf78Iysl8m22zybty8SElgPOGad2Fv1Mhjv6NqVUwHonMNQIwnjmO/4krPvNWqYTp8COx2jCezL9+4b58rANm8GQ4fhlq1XMOxGjd2BRM33ug6+NgxuPxy8PNLL6BGDUhOhn//df1/715X4HH55TBqFISHw6BBru1CpABEREQuGQaDAbPJ4Ap+Anxb94XBT87P6bFfEMhceJydrHqBclomu7QFP0aDIftV3jKuzJZlT096ek7LZGdMy1iOyctJwyLnGVJScJpMOEM9n8nhDAzEeOaMV/ntFSp67HMGBmGw2TDEx2FITs62fE6dcm1s2AAVKsCIEVC2LLz9NvToATt2uAKI5GSIiPCsOOjc10CnTrkCkNGjIS0NYmLgv/9g2TL46CPXnJAOnhPiC0IBiIiIiA+UhODHu+f0ZJ1my5CeeXnrnHuT8sPhdJKaZic1zV7IZyN3WQU/ua3e5u0y2Dn1Jin4Kb2c/v5Zz/Pw88eQkuxdfqPnZG/nuZ4KQ0oKBARkWz7J58r/5huoXx/KnAtSunRxbb//PkyZ4irjwgnl/ufG4CYnu4KQr792zf34/XdXWmwstGrlCmr++CPX1+EtBSAiIiIXuYzBj685nU5s9gzP+cntOT1ZzP3xmN+TzcIG2fUm5UdxBj8moyHDvJxshqxlsbCBfw7D2bJcIjuLeUVGo+b75IXT6WT34VjSDsVSzhFEo9RUDDFncEaWcx9jiIvFGRyce1nlo9zDrM4zxsW60oKDcZSPwpBN+YSEuDaaN/cs1GyGNm1g2zbXdoUKrsAio5gY18+QENi/37Uy1tCh6YFJRIRrmd7p03N9DXmhAERERESKjMFgwM/s6lHwtfTgJ6cha1mkudOzfyBqTstgW22uh5Tmh93hxG61k4odcv/ivFCZjIYsAhTvntNzPs3zeT/e9wSVtuBn855TfPnLfv6Lc71JwalpzDP5cfjrVdR45G4ADIkJmKL346hUOdfy0lq0IuS1l8Fmc/d0mLdvwxkUhDO8LLbGTXD6++O3YT3Wm272KJ8qVcBigfXroXNnz4JjYlyrWgG0bQuvvAJnzkC5c0HM5s2un1WquOaNANSp41lGYKCr96QQKQARERGRi1JxBj8OpxN7tj09DvdS19ZMq8Clp2XMa/MoJ/My2RnrKGjwk2Itnp4fz0DGlE0vUIbeoNzSM/X0ZD18zpjHld427znFO0t2eiwnnhQQwrYaTQl+ewab23WixRWVCPzofXA6sXbomGuZqbfcSuhzwwhc8Ckp/R4Cq5WgTz7Cek1HMBhwhoVj7diJoHfexHr9jWAyucunc2c4eBC6doU9e1zDrgAOHXL1eAwc6Nru0gVCQ13DsV55xZX3rbdcS+5WrOh6MGFoKGzf7gpWzvvf/1w9KYVIAYiIiIhIITMaDBjNJvzMJnIfgFO4HE6naw7OBc/wybQ6W5ZD2uxZLHqQ9QIHWfUm2ez5e8hPcQc/noFMTquzGdi693SWzzKa374vkz8fTfC93SnT4goCln1D8mP9cZYvjyHmDKYjh7E1bprlg/2cUVEkDxhM6Kjh+P3+P8z792Hau5uE6W+7j0kaMZqyPW6kbLfO2GvUImDZEpIf609wVBRERcG110LPnq4hVFarK9AICYGnnnIV4OcHL70ETz4Jf/3l6h1Zvdo17+N8+tNPu1a/MhqhXj3XM0N+/RVWrSrUc64HEWagBxGKiIiI5F/G4CenZ/hk+ZweLxY2yHLe0Pm5QvkMfgpTzVOHuO+PBVzpnwx97iR5wJNgMhHw+XzChgzg9L4jOMPLZps/cN4nBM7/BGdIGSwjRmNr7dnzYPr7L0JefQnj8WOk9ryN5AFPElXpXHn//ecKLr77zjWH46abXEvqVqniWcnXX7vmdDid8OyzrpWyznM6XWmzZ7t6UKpVgxdfhHvvLfjJyUABSAYKQERERERKJ4fTmTk48QhysljUIJuenuweahqfmMqZs6m5tqV/z0a0blgx1+MKQ1RUmdwPKmE0BEtERERESj2jwUCAn4kAv8xDnArLniOxTF6wNdfjyob6eK3tUkaLTYuIiIiIeOGy6mWpUDYox2MqRARRv1q4j1pUOikAERERERHxgsFgoE+nemS3cJbBAH2uq4chjytrXWoUgIiIiIiIeKlFgygG9mpMhQjPnpAKEUEM7NWYFg2iiqllpYfmgIiIiIiI5EGLBlE0v6w80cfOYnMa8DM6qVM5TD0fXlIAIiIiIiKSRwaDgctrRmgl03zQECwREREREfEZBSAiIiIiIuIzCkBERERERMRnFICIiIiIiIjPKAARERERERGfUQAiIiIiIiI+owBERERERER8RgGIiIiIiIj4jAIQERERERHxGQUgIiIiIiLiMwpARERERETEZxSAiIiIiIiIzxRpALJ3715uv/12WrVqxeTJk3E6nbnm2bBhA926daNNmzZ8/PHHXqedl5aWRo8ePVi/fn2hvAYRERERESk8RRaAWK1W+vfvT6NGjfjqq6+Ijo5m8eLFOeaJiYlhwIAB3HLLLSxcuJBly5axbt26XNMy+uCDD9i7d2+RvCYRERERESmYIgtAfvvtNxITExk1ahQ1atTgmWeeYdGiRTnmWbp0KVFRUQwaNIhatWoxcOBAd56c0s47dOgQH330EVWrVi2qlyUiIiIiIgVQZAHI7t27adq0KUFBQQA0aNCA6OjoHPPs2bOHtm3bYjAYAGjSpAl///13rmnnjR07lscee0wBiIiIiIhICWUuqoITExOpVq2ae9tgMGA0GomPjyc8PDzbPHXr1nVvh4aGcvLkyVzTAL766isSExN5+OGH+f333/PVZqPRgNFoyFfegjCZjB4/RURERKTk0z1c/hRZAGIymfD39/fYFxAQQEpKSrYByIV5zh+fW1pMTAxTp07lgw8+wGzO/0uKjAxx97AUh7CwoGKrW0RERETyR/dweVNkAUh4eDj79u3z2GexWPDz88sxT0xMTJbH55T28ssvc8cdd9CwYcMCtTkmxlJsPSBhYUGcPZuM3e7wef0iIiIikncl4R4uIiKkWOotiCILQBo3buwxSfzo0aNYrdZsez/O51mxYoV7e9euXVSsWDHXtOXLlxMSEsL8+fMBSEpKon///gwYMIDHH3/c6zY7HE4cjtyXCi4qdrsDm00BiIiIiEhponu4vCmyAWutWrUiISGBJUuWADB79mzat2+PyWQiMTGRtLS0THk6d+7M5s2bWbduHTabjY8++ogOHTrkmvbTTz+xdOlSlixZwpIlS7jyyit56aWX6Nu3b1G9PBERERERyYci6wExm81MnDiRYcOG8dprr2G325k3bx4At956K6NHj6Zr164eeSIjIxk5ciSPPvoooaGhBAcH8/LLL+ealnGyO7jmh5QvX56wsLCienkiIiIiIpIPBqc3jycvgJMnT7Jz506aN29OZGSkV3kOHz5MdHQ0rVu3JjQ01Ou0gjp1KqFQy/OW2WwkIiKE2FiLuu9ERERESomScA8XFVWmWOotiCIPQEoTBSAiIiIi4q2ScA9XGgMQLVosIiIiIiI+owBERERERER8RgGIiIiIiIj4jAIQERERERHxGQUgIiIiIiLiMwpARERERETEZxSAiIiIiIiIzygAERERERERn1EAIiIiIiIiPqMAREREREREfEYBiIiIiIiI+IwCEBERERER8RkFICIiIiIi4jMKQERERERExGcUgIiIiIiIiM8oABEREREREZ9RACIiIiIiIj6jAERERERERHxGAYiIiIiIiPiMAhAREREREfEZBSAiIiIiIuIzCkBERERERMRnFICIiIiIiIjPKAARERERERGfUQAiIiIiIiI+owBERERERER8RgGIiIiIiIj4jAIQERERERHxGQUgIiIiIiLiMwpARERERETEZxSAiIiIiIiIzygAERERERERn1EAIiIiIiIiPlOkAcjevXu5/fbbadWqFZMnT8bpdOaaZ8OGDXTr1o02bdrw8ccfe522cOFCOnToQKNGjXj44Yf577//CvW1iIiIiIhIwRVZAGK1Wunfvz+NGjXiq6++Ijo6msWLF+eYJyYmhgEDBnDLLbewcOFCli1bxrp163JN27RpEzNmzOC1117jp59+IjU1lcmTJxfVSxMRERERkXwqsgDkt99+IzExkVGjRlGjRg2eeeYZFi1alGOepUuXEhUVxaBBg6hVqxYDBw5058kp7eDBg7z44ou0b9+eSpUqcdttt/Hnn38W1UsTEREREZF8KrIAZPfu3TRt2pSgoCAAGjRoQHR0dI559uzZQ9u2bTEYDAA0adKEv//+O9e0Pn36cMMNN7jLOXjwIDVr1iz01yQiIiIiIgVjLqqCExMTqVatmnvbYDBgNBqJj48nPDw82zx169Z1b4eGhnLy5Mlc0zKKjY1l4cKFvP7663lus9FowGg05DlfQZlMRo+fIiIiIlLy6R4uf4osADGZTPj7+3vsCwgIICUlJdsA5MI854/PLS2j8ePHc9VVV3Hdddfluc2RkSHuHpbiEBYWVCTlxsbGcvDgQWrVqkVkZGSR1CEiIiJyqSqqe7iLVZEFIOHh4ezbt89jn8Viwc/PL8c8MTExWR6fU9p5ixYtYtOmTSxZsiRfbY6JsRRbD0hYWBBnzyZjtzsKtewffljJa6+9QuXKVTh8+DBjxozj+utvzDXfsWPHuO227qxbt6VQ25MfGzeuZ/DgASxbtpKoqKhCKbMkvb6MFi36gvnz53LmzGlq167D008Pp1mz5gXOk9sxW7duZt68uezZs4vTp08zefIUOnbs5FFGUlISr7wyga1bt3DVVc15/vlx7iGWIiIil6KivIfzVkRESLHUWxBFFoA0btzYY9L50aNHsVqt2fZ+nM+zYsUK9/auXbuoWLFirmkAO3bs4JVXXuG9996jfPny+Wqzw+HE4ch9qeCiYrc7sNkK75c3ISGBKVMmM3Pm+9SpU4/vv1/B22/PoFOn63PNW758Bb777pdCbU9+rV27FoB169bSrVv3Qinz/EXC16/v7NmzmM1mgoODM6X99NMqpk9/g2HDnqNx46Z8881inn56MJ9++iWVKlXKsjxv8nhzTGJiEnXr1ufmm3vw/PMjsNudmc7NggXzCAwMYurUt1m4cD4LFszjgQceKeQzJCIiUvoU9j3cxa7IBqy1atWKhIQEd2/E7Nmzad++PSaTicTERNLS0jLl6dy5M5s3b2bdunXYbDY++ugjOnTokGva6dOn6d+/P4899hiNGjXCYrFgsViK6qWVGklJFoYMGUadOvUAqFfvMhISErzKazQaKVOmTFE2z2ubNq3nqqtasHHj+uJuSr7YbDb++GM1L7zwHL163cS//x7N8rjPP59P9+496dGjF7Vq1Wbo0GFUqFCRJUuyXz3OmzzeHNOu3dU8/vhAOnbsnG1diYmJVK9eg7p161GzZi0slsR8nA0RERG51BVZD4jZbGbixIkMGzaM1157Dbvdzrx58wC49dZbGT16NF27dvXIExkZyciRI3n00UcJDQ0lODiYl19+Ode05cuXc+bMGaZPn8706dPd5e3Zs6eoXp7rNcZvzHdeh39FHEE10ndYDmOKOwgOM7awpu7dBlsCJstuAGzhrfJUR8WKlbjhhm6uvDYbn332qXtYzYYN65gx4w1OnDjOZZc1YMyYCVStmr5owPHjx+jT51ZWr97kUeb+/fsYP/55YmLOcNNNt7B27Rpuu60Pv/76M1WqVGXTpg20aNEKs9mPX375gRdemMjVV1/D9u1bmTbtdf755zC1a9dl9Oix7sAoJ7Gxsezfv49Jk6YwefJLOJ1ODAYDW7Zs4pVXxvPUU8OZNu11LBYLjzzyBH369M2xnXfc0TfH+nbt+oupU1/jyJFDtGjRmtGjxxEaGupO37JlE6NHD+f773/Nte3R0fv57rvlrFr1HTabjc6du/Lmm+9Rv/5lmY5NS0tj797d3Hffgx77W7Vqy59/7siyfG/y5Kfc7Nx++50MHTqA2bPfoVq16kyf/k6e8ouIiIhAEQYgAF27dmXVqlXs3LmT5s2buydA//zzz9nmuffee+nQoQPR0dG0bt3a4+Yvu7QHH3yQBx98sChfSpYiNnTJd96kGoOwNJiUvmP3DML2TMMeWIOYa9KfYWJK+JOITa45G6euP5uvuvbt28uQIf3x8/Nj/nzXt94vvTSOvn3vo2vXG5gz5wNmz36H8eNfybWsN96YxA03dKNduw4MGvQoU6a8RY0atfj115/599+jPPXUs4wePZynnhpOamoKq1f/j3btrmbMmJHcccdddO/ek08/ncPMmW8yZcqbuda3ceN6qlevQcuWrUlIOEt09H7q1asPQHx8PPPmfcLrr09n8+ZNvPPODG69tRcBAYHZtjMnCQkJDB8+hDvu6MvEiZN57bWXefvtaTz33AvuY5o0acaiRcuzLSM+Po5Vq77nu++WcfDgAdq2bc+wYSNp3/6aHOc/xcfHYbfbMy0SEBkZyZkzp/OdJz/lZqdy5Sp8/vnXxMbGEBlZrlgXbBAREZHSq8jXDKtYsSJdu3bN0+pLNWvWpHPnzh7BhzdpkrV69eozY8Y71K5dh1deGQ+4VhFLS7MSGhrKs8+OZuzYiV6VtW/fHjp27Ey9evWpVasOx48fIywsDIDrr7/R/e1+jx69qVq1GjabDYA5cxbQt++9nDhxgqQkC//8c9ir+jZtWk+jRo0JCAigfv0GbNiwzp2WnJzEsGHPUadOPXr1up20tDRiY2NzbWd2/vjjd8xmMw8++CiVKlXirrvuYfXq3zyOMZvNOf7uLVq0kBkz3iAoKJjPP/+aSZOm0LFj5xyDj4wuvKk/3+NT0Dz5KTcrRqORcuXKK/gQERGRfCvSHpCLXWzrn/Kd1+Ff0XPH5UM5G3krdofnW2Ivc2WB6gHXzedll13O6NHjuOOOHpw9e5Zx417mgw/eZd68OdSrV58hQ4bRsGGjXMuqVq06f/21k7Jly3L06BFq1arjTvP3D3D/PyAg/f9Go5GFC+ezbNk3VKlSlUqVKuFweDdRa+PG9cTHx/Hbb7+QkpJCaGgo99xzPwBlyoS5A57zN/hOpzPXdmbn1Kn/iIuLo1s31zA1h8NJUpKF1NRUj9eTk549b8NsNvPddyu47747ue66ztx44800b94SozH7eD88vCwmk4kzZ8547I+NjSUysly+8+SnXBEREZGipACkAPI6JyNHITWxly2faQUFp7lMvuvZvHkj69b9waBBQwEwmVxvt9FoJCUlmenT3yEtLY0PPniPSZMmMHfuwlzLrFWrDtOnv87kyS9x++13Zjmf4UJbtmzi66+/YuHCr4mMLMfatavZs2d3rvkOHjzAqVP/MWvWHCIjI9m+fSuvv/4KVqsVgJCQ7Jedy087K1SoSIMGDd1D0ZxOJxZLImaz938m5ctH8cADj/DAA4+wc+d2vvtuOWPGjCA4OITrr7+JG2+8mTp16mbK5+fnx2WXXc7Gjes9lr/dtGk9HTp0zLIub/Lkp1wRERGRoqTHNl7EatasxTffLOabbxZz8uQJ3nvvLVq1aovRaGDEiKdYufJb4uPjMBqNXi0//O+/R9m+fSvvvvshCxcuYfDgZ7xqR3JyMuBaRWnHjm289dY0d09FTjZuXEe1atVp1OhKKleuwrXXdsJut7Njx7YiaWe7dh04efI4f//9F0ajkZ9+WsWwYUM82mqz2UhM9G71p8aNmzJixPN8881KBg4cwv79+3jooXuIjt6f5fF9+97L8uVLWL78Gw4dOsibb07h5MkT9Op1u/uYr75ayNChA/KUx5tjkpKS2LdvD/v2uRZuOH78X/bt28OJEye8eq0iIiIi3lIPyEWsfPkoJk58lbfemsrMmTNo3botL7wwgeDgEF54YQIffPAekye/TLVq1Rg+/Llcy6tcuQqRkZE8+eQTWCyJmExmunW7hWefHZ1jvjZt2tGhw7U88sh9VK5chR49evPee28RE3Mmx2FAGzeup3nzlu7t4OBgGjVqzIYN62jbtn2ht7NMmTK8+upUpk59jYMHo6lduw6vvjrFowdkx45tXq+CdV5AQABdu95I1643cvr0qWwf3telyw3Ex8czZ84H5x4YWJfXX59BpUqV3cfExcV5LOPrTR5vjtm9+2+GDOnv3n7rrWkAdOvWneeff9Hr1yoiIiKSG4PTm6+iLxGnTnn3jIzCZjYbiYgIITbWUqIfYrN8+RJ+/vlHRo4cQ2BgIPv37+PZZ4eybNkqQkJKzqIApaWdIiIiUrqVhHu4qKiS8dy2vFAPiHitefNW/PDDSvr1u4vU1FQqV67CoEFPFeim/qabrstyf/XqNXj//bklpp0iIiIiUjjUA5KBekB87/jxY1nuN5vNREVV8HFrRERERLxXEu7h1AMikkeVK1cp7iaIiIiIiA9pFSwREREREfEZBSAiIiIiIuIzCkBERERERMRnFICIiIiIiIjPKAARERERERGf0SpYGZjjN+Y7r8O/Io6gGu5tY/IRjNaTYPDHFtbUvd9gS8Bk2e2R12Qygj0IU0Iy2HNews0eXBenX2R63sS/MdgtOPwicQTXTa8/5TjG1KNZFeEVW5lmYPRzbTgdmM9udtUfWBNnQPryuCbLPgy2uHzV4TQGYi/T2L1tSIvHlLTXVX9oIzAFu9PM8VsAe77qcfiVxxFc271tTPkXY+oxwIQtvHn6gfYkzIl/5asOAHtQbZz+5d3bpsQ9GOxncZrLYg+p795vSP0PU8rhfNdjC20MpkD3tjl+E+DEEfD/9u49OKoyzeP4ry/pkITcIFwE4oWLBo0gA8jiZVTIehl1JKyo5RSZclUMpSxaBWttHEUWHB0dCmZRZ9EtRPC2IiKgVrESxkV2GBVEGJyEOwhykZAml0763vtH9DTRBMKh5z1Qfj9/8b7n0M8DNJ3n6fO+5/RRvFPy6ebupp1yR2rtBXGlKZpz2XFBG+UNVEmSYllFSniTt/zz1m+SEmFbYRLefMWy+ltjd+iQ3MF9LSFzhydPjIfkbdhsK4YkxTqdq0R6D2v8/fs24clWrHORNe8KH5WneZftONHOF0ueLGvsrd8oJaKKp5+jeKc+1ry7eY/c4SM2o7gVzR2aHMaa5W3c0vLLzAFKpOVZhzwNW+SKN9uKkvDmKpZ1oTV2hY/I07xHkhTN+Znk8rQciEflbdhoK4YkxdN7K94peTc8d9MuuSNHlXBnKpZ9STJ+xC9P0w7bcWJZFynhzbHGnobNcsVDivu6K55xXjJ+8z65w4dsx4nmDJNcrpZBPCxvw6aW+Bl9lfB1TcZvrJIr1mgrRsLTWbHOA63x8e/baPZgye377sSEvPXrbcWQpLivp+IZhdbY3bxX7vC3SrjTFcselIwfrZcnsNV2nFhmfyXS8q2xp+ErueJNiqd1VTyzbzJ+8IDcoW9sx4lmD5Hc35U9iZi89V+0xM84Xwlft2T8wDa5onW2YiTcGYplF1tjV+SYPE3bW+J3LpY8GdYxb90GSfZu2xr3dVM843xr7A7ulzt0UHJ5Fc0ZkjwxFpC38W+2YkhtvW+r5Yo1tPFz7bA8wa9tx4lmD5Lc6db4+3os3qlQ8fSeyfiBHXJF/faCnKAei2YNlLzJZ4V567+UEpEOvewPa7j26zGXornDkr8xFpS38a/2/iz6cT12tuE5IMd7w2X7tzad+6ACFz1tjbO2/psyv35BsU7nqvbqLda8179O+etvsB2nbtBrCvf4pTXO+/QapdVvVLDnHWq49L+s+Yzds9R5x3TbcWqu2ZUspuMhdats+XBuGDhHwT7/bJ2Xs/F2pdf8j60Y0cz+8l/5hTVOO/on5X1xmySpduSnrX7Adl3dW+6Yvee0NPcqU+Mlz1vjzJ2/VdauZxT35unodckPTE/DFnX5yxW2YkhS/SV/VKjXr6xx7oZfylf7sUIFN6l+yH9b8532vaTs6im24xy9cmOrD7eCVQVyJcJqHDBDzedPtuazN9+jToeX2IoR8/VQ7TXbrbG3boPyP7tOkuQf/pGieSOsY13WFMkTavt5LicT6j5G9YOTD5zM2Pu8Om+rUMLlUU1J8oeMu3mvuq69tK2X6JDGi36n5nMnWuOcTb9S+rcrFM6/SnXDPrTm0w++pZwtE2zH8Y9Y06px6/rxBXJHjipwwRQ19X/Cmu/8t8nK+OYVWzES7kzVjE4WyJ7AdnX5c0tDcmzIu4oUlFjH8v98ubw/+MKjo8JdR6nuZ+9Z4077X1V21SRJ0pFRB61GyxWpVcHH59uKIUmBfr9RU99/tcbZW8rV6eAbimQP1rF/+MSa9337oXI33WU7zrGhHyjS5Wpr3GXtYHmad6up8AEFip6z5rO2/UaZe//Ddpwjo2utItcdOqSua1qauLpBryrco9Q6L++z0Uqz+aVXJHe4jl1eaY19h5cqd/OvJUlHf74tWbDFo+pW2aWtl+iQpvP+RYELZ1rjrOqpytw3T7GMC1R71SZrPq32E+VtuNl2nLrBbync/RfWOO8vVyutYZOC59ythuL/tOYzdz2rrJ0z23qJDqm5dk/yC7xYQN1Wt3xh0zBwroJ9fm2dl/vFGPmOrrYVI5pVJP8Vn1njtJpVyts4VpJUe8WGVkV7QWVPueJNtuI0975HjRf/wRpn7vh3Ze3+veJpXXX02t3WvLf+S+V/+nNbMSSpvvglhc5J/r/LXf8L+fxrFep+q+oHv27NZ3z9R3Xe+qjtOEev+murLwIKVuXLlYip8cLfqvm8h6z5nE1lSv/2PVsxYum9VPvz5Oeh99inyv/8HyVJ/sv/1OqLnS7/O0Ce8GFbcYI9/kkNg5Kf7xl7/qDO2x9XwuVTTUmNNe9u2qmu/zekrZfokIai3ytY2PLz6mx8DghLsAAAAAAYwxWQ4/h32PvGQzr9JVg52Rmqb2hWjCVYLfFZgtUulmCdOpZgnTqWYNnDEqxTxxKsU8cSLBv+jkuwjq/hnFiCdTZeAaEBOc6RI/aW+Jwur9et/Pws+f0BRaP2PowAAABg1plQw52NDQhLsAAAAAAYQwMCAAAAwBgaEAAAAADGsAcEAAAAgDFcAQEAAABgDA0IAAAAAGNoQAAAAAAYQwMCAAAAwBgaEAAAAADG0IAAAAAAMIYGBAAAAIAxNCAAAAAAjKEBAQAAAGAMDQgAAAAAY2hAAAAAABhDA2JYPB7X4sWLNW3aNM2fP1+1tbWtjodCIZWVlTmUHQAAANpCDZc6NCCGzZw5U7Nnz1YoFNLKlStVUlKiV155xToei8X0+eefO5ghAAAAfogaLnW8TifwU7N06VK9+eabKioqkiStW7dOTzzxhD755BPNmjVL6enpDmcIAACAH6KGSx2ugBjmdrvl8/ms8ciRI7Vs2TIVFBSotLRUmzdvdjA7AAAAtIUaLnVoQAy75ZZbVFFRoX379llzmZmZevbZZ3XvvfdqwoQJDmYHAACAtlDDpY4rkUgknE7ipyQej2vevHny+/2qqKj40fF169bptdde0wsvvOBAdgAAAGgLNVzq0IAAAAAAMIYlWA5bsWKFHnnkEd11113as2ePJk+e/KPbugEAAODMQg1nHw2Ig2bPnq1Zs2apsLBQW7duldvd8s8xbdo0hzMDAABAe6jhTg9LsBw0cuRILVq0SP3799fw4cO1bNkyRSIRjR07Vhs2bHA6PQAAALSBGu70cAXEQTk5OTpw4ECruWPHjqmgoMChjAAAAHAy1HCnhwcROmjixIl68MEHdf311yscDuvVV19VZWWlHnroIadTAwAAQDuo4U4PS7Actn79er333ns6fPiwevbsqdtuu03Dhg1zOi0AAACcADWcfTQgAAAAAIxhDwgAAAAAY2hAAAAAABjDJnTDysrKNG/ePGVkZGj8+PFyuVxtnrdw4ULDmQEAAKA91HCpQwNiWGlpqdLS0iRJY8eOdTgbAAAAdAQ1XOqwCR0AAACAMewBAQAAAGAMS7AcFI1GVVdXp0Qioby8PHm9/HMAAACc6ajhTg9/Ww5YsWKFFixYoK1btyoWi0mSPB6PiouLVV5ermuvvdbZBAEAAPAj1HCpwR4Qw5YsWaInn3xS99xzj66++mp169ZNLpdLNTU1Wrt2rRYsWKBZs2Zp1KhRTqcKAACA71DDpQ4NiGG33nqrxo0bp7KysjaPv/7663r33Xe1ZMkSw5kBAACgPdRwqcMmdMP27t2rkpKSdo9fd9112r59u8GMAAAAcDLUcKnDHhDDwuGwXn75Zfl8vjaPh0IhRSIRw1kBAADgRKjhUocGxLDS0lIFg0EFg8F2zxkzZoy5hAAAAHBS1HCpwx4Qh1VXV6tfv37WkzUBAABw5qOGs489IA4rKyvTkSNHnE4DAAAAp4Aazj4aEIdxAQoAAODsQw1nHw0IAAAAAGNoQAAAAAAYQwPiMJfL5XQKAAAAOEXUcPbRgDjM7XbzBgYAADjLUMPZx214AQAAABjDFRAAAADgJJqamjRnzhzdd999mjFjhnbs2NHqeDAY1OjRox3K7uxCAwIAAACcxGOPPaaVK1dq8ODB8vv9Ki0t1cyZMxUKhSRJ8Xhc33zzjcNZnh1YgmXYjTfeqEgkctLzKisrDWQDAACAjhg0aJA++OADFRYWSpJ27dqliooKBQIBzZ07V927d9fQoUNVVVXlcKZnPq/TCfzUPP3005o0aZLuvvtuDRs2zOl0AAAA0AEZGRmqq6uzGpC+ffvqjTfe0Ny5czVu3Dg9/vjjDmd49uAKiAO++uorTZo0SW+99Za6d+/udDoAAAA4ieeff14rVqzQM888oyFDhrQ6tmrVKk2dOlXBYJArIB1AA+KQ5uZmeb1epaWlOZ0KAAAAOmD58uU6dOiQJkyY8KNjO3bs0Ntvv62KigoHMju70IAAAAAAMIa7YAEAAAAwhgYEAAAAgDE0IAAAAACMoQE5w8TjcVVXVzudBgAAAE4BNVzH0YCcYQKBgMaMGeN0GgAAADgF1HAdx12wAAAAABjDFRAAAAAAxtCAAAAAADCGBgQAAACAMV6nE/ipGTFihOrr69s9nkgk5HK5VFVVZTArAAAAnAg1XOqwCd2wvXv36oEHHtAdd9yhG264od3zevfubTArAAAAnAg1XOrQgDhg3759Ki8v17x589SnTx+n0wEAAEAHUMOlBg0IAAAAAGPYhA4AAADAGBoQw2pqajR16lTddNNNKi8v15o1a1odb2pq0sCBAx3KDgAAAG2hhksdGhDDHn30UR08eFD333+/BgwYoClTpqi8vFy1tbXWOayKAwAAOLNQw6UOe0AMKy4uVmVlpXr06CFJ8vv9mj59ujZs2KDZs2fr4osv1tChQ7mFGwAAwBmEGi51uAJiWF5ennbv3m2N8/PzNWfOHE2ePFnl5eVatGiRg9kBAACgLdRwqUMDYtikSZM0ZcoUrVq1qtX87bffrvnz52vhwoUOZQYAAID2UMOlDk9CN+zOO+9U//79W3XQ3xs0aJCWL1+u999/34HMAAAA0B5quNRhDwgAAAAAY1iCBQAAAMAYGhAAAAAAxtCAAAAAADCGBuQME41GVVlZ6XQaAAAAOAXUcB1HA3KGCQaDeuqpp5xOAwAAAKeAGq7juAsWAAAAAGO4AgIAAADAGBoQAAAAAMbwJHTDDhw40KHzevXq9XfOBAAAAB1FDZc67AExbPTo0dYbuL2/epfLpaqqKpNpAQAA4ASo4VKHBsQwv9+viRMn6uabb9b48eOdTgcAAAAdQA2XOuwBMSw/P18vvviiVq9erf379zudDgAAADqAGi51uALisIaGBjU3NystLU15eXlyuVxOpwQAAICToIazj03oDli6dKkWL16snTt3yuPxyOfzKRAIKBKJaOTIkZoyZYr69evndJoAAAA4DjVcanAFxLDnnntOO3fu1MMPP6yioqJWx/bv36+XXnpJH330kT788EPl5+c7lCUAAACORw2XOjQgho0YMULvvPOOCgsL2z3nyiuv1IwZMzRq1CiDmQEAAKA91HCpwyZ0wwoLCzV//nyFQqE2jy9btkyBQEDFxcWGMwMAAEB7qOFShysghm3btk0TJ05UY2OjLrvsMvXp00c+n0+1tbX68ssv1djYqOnTp6ukpMTpVAEAAPAdarjUoQFxQDgc1po1a1RdXa1AICCPx6Pc3FxdeumlGj58uDwej9MpAgAA4Aeo4VKDBgQAAACAMewBAQAAAGAMDQgAAAAAY2hAAAAAABhDAwIAAADAGBoQAAAAAMbQgAAAAAAwhgYEAAAAgDE0IAAAAACMoQEBAAAAYAwNCAAAAABjaEAAAAAAGEMDAgAAAMAYGhAAAAAAxvw/iUVCuxxL2VMAAAAASUVORK5CYII=", "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('Die2 角度(°)')\n", "fig.tight_layout()\n", "plt.savefig('Die2/Die2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": "markdown", "id": "639173af", "metadata": {}, "source": [ "### 补偿值计算" ] }, { "cell_type": "code", "execution_count": 13, "id": "9d6ddd82-d7f5-4b21-8227-2c0ea3de2051", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Die2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": "b0c664f8143547a89e057f9f2975850d", "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[-3:]],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": [], "source": [ "# BC_X = BC_X.where(abs(BC_X)<1, np.nan)\n", "# BC_X.plot(marker='o')\n", "# plt.title('Die1对位MarkX局部补偿(um)')" ] }, { "cell_type": "markdown", "id": "2b848ea7-b5b0-4653-a0d9-9de227b706f4", "metadata": {}, "source": [ "减去各自均值只留波动" ] }, { "cell_type": "code", "execution_count": 17, "id": "dc26aac4-aed0-49cf-98f0-16dd0aba33f1", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Die2对位MarkY(um)')" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "55b9a4113d674d1186dcaff7b6bd2f58", "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": 15, "id": "61ce5e50-3b7b-4b70-8917-cc6bac2a1ced", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Die2对位MarkY(um)')" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "ae03b6caac004f65bbd1089befa702b6", "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": 17, "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": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "9d0902dfa16541ffae614b2cf469fff2", "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 = BC_Y.where(abs(BC_Y)<1, 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": 16, "id": "a94845fc-49f0-41a1-99a0-b5f5cdff1a69", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Die2角度(°)')" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "5a14281b77484bbeb6d519d231123310", "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_A = pd.concat([Angle[i]-Angle[i].mean() for i in Angle.columns[-3:]],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": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
对位MarkX对位MarkYAngle
Index
1NaNNaNNaN
2NaNNaNNaN
3NaNNaNNaN
4NaNNaNNaN
5NaNNaNNaN
6NaNNaNNaN
7NaNNaNNaN
8NaNNaNNaN
9NaNNaNNaN
10NaNNaNNaN
11NaNNaNNaN
12NaNNaNNaN
13NaNNaNNaN
14NaNNaNNaN
15NaNNaNNaN
16NaNNaNNaN
17NaNNaNNaN
18NaNNaNNaN
19NaNNaNNaN
20NaNNaNNaN
21NaNNaNNaN
22NaNNaNNaN
23NaNNaNNaN
24NaNNaNNaN
25NaNNaNNaN
26NaNNaNNaN
27NaNNaNNaN
28NaNNaNNaN
29NaNNaNNaN
30NaNNaNNaN
31NaNNaNNaN
32NaNNaNNaN
33NaNNaNNaN
34NaNNaNNaN
35NaNNaNNaN
36NaNNaNNaN
37NaNNaNNaN
38NaNNaNNaN
39NaNNaNNaN
40NaNNaNNaN
41NaNNaNNaN
42NaNNaNNaN
43NaNNaNNaN
44NaNNaNNaN
45NaNNaNNaN
46NaNNaNNaN
47NaNNaNNaN
48NaNNaNNaN
49NaNNaNNaN
50NaNNaNNaN
51NaNNaNNaN
52NaNNaNNaN
53NaNNaNNaN
54NaNNaNNaN
55NaNNaNNaN
56NaNNaNNaN
57NaNNaNNaN
58NaNNaNNaN
59NaNNaNNaN
60NaNNaNNaN
61NaNNaNNaN
62NaNNaNNaN
63NaNNaNNaN
64NaNNaNNaN
65NaNNaNNaN
66NaNNaNNaN
67NaNNaNNaN
68NaNNaNNaN
69NaNNaNNaN
70NaNNaNNaN
71NaNNaNNaN
72NaNNaNNaN
73NaNNaNNaN
74NaNNaNNaN
75NaNNaNNaN
76NaNNaNNaN
77NaNNaNNaN
78NaNNaNNaN
79NaNNaNNaN
80NaNNaNNaN
81NaNNaNNaN
82NaNNaNNaN
83NaNNaNNaN
84NaNNaNNaN
85NaNNaNNaN
86NaNNaNNaN
87NaNNaNNaN
\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", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
对位MarkX对位MarkYAngle
Index
1-3.5681670.318500-0.009236
2-2.2865000.000833-0.002579
3-2.246417-0.039750-0.003803
4-2.206333-0.080333-0.005027
5-2.0563330.116333-0.005332
6-2.5126670.019667-0.004845
7-2.3466670.171833-0.003970
8-2.2540000.231667-0.006308
9-2.4681670.178500-0.004763
10-2.5289170.096000-0.005373
11-2.5896670.013500-0.005983
12-2.320667-0.185333-0.005683
13-2.160167-0.031833-0.004983
14-2.036000-0.035750-0.004851
15-2.2430000.107000-0.003596
16-2.5316670.505667-0.005645
17-2.8076670.169667-0.005577
18-2.5531670.260500-0.004499
19-2.4166670.051833-0.005414
20-2.280167-0.156833-0.006329
21-2.414500-0.146167-0.004400
22-2.271000-0.310333-0.004211
23-2.154000-0.286500-0.005442
24-2.804500-0.245333-0.008327
25-2.5916670.431167-0.006167
26-2.1723330.182500-0.003955
27-2.6053330.384667-0.005561
28-2.2398330.163000-0.002904
29-2.4086670.088500-0.003974
30-2.5775000.014000-0.005043
31-2.569500-0.049250-0.006021
32-2.561500-0.112500-0.007000
33-2.496167-0.016167-0.005476
34-2.598000-0.024000-0.007454
35-2.1486670.063333-0.004459
36-1.9818330.528667-0.004170
37-2.4096670.203167-0.004839
38-2.4696670.086500-0.004592
39-2.4470000.067000-0.005498
40-2.508000-0.041833-0.005976
41-2.337167-0.040500-0.004316
42-2.4903330.190500-0.004813
43-2.5926670.095167-0.005873
44-2.474833-0.092833-0.005427
45-2.3055000.226667-0.004606
46-2.2747500.423750-0.005673
47-2.1110000.634333-0.004858
48-2.6015000.242500-0.004892
49-2.6861670.098833-0.005158
50-2.6605000.086000-0.005045
51-2.4765000.078667-0.004269
52-2.2925000.071333-0.003494
53-2.4065000.130292-0.004008
54-2.5205000.189250-0.004522
55-2.6345000.248208-0.005036
56-2.7485000.307167-0.005549
57-2.304333-0.058167-0.005240
58-2.3543330.105000-0.004339
59-2.3656670.027250-0.004649
60-2.377000-0.050500-0.004960
61-2.591000-0.009833-0.004993
62-2.2951670.128833-0.004261
63-2.4948330.233833-0.004047
64-2.555500-0.059167-0.005368
65-2.422833-0.120667-0.005254
66-2.539800-0.043067-0.005466
67-2.6567670.034533-0.005679
68-2.7737330.112133-0.005892
69-2.8907000.189733-0.006105
70-3.0076670.267333-0.006318
71-2.337667-0.149333-0.003766
72-2.242167-0.209333-0.005236
73-2.6856670.121667-0.005626
74-2.5985000.247000-0.005835
75-2.649167-0.108167-0.005554
76-2.2241670.028333-0.003966
77-2.167500-0.327333-0.006602
78-2.4210000.112833-0.003956
79-3.1286670.110167-0.005687
80-3.3998330.482000-0.006671
81-3.0468330.121333-0.005838
82-2.595500-0.052000-0.004365
83-2.1703330.069167-0.003725
84-2.1683330.020667-0.004168
85-2.1683330.020667-0.004168
86-2.1683330.020667-0.004168
87-2.1683330.020667-0.004168
\n", "
" ], "text/plain": [ " 对位MarkX 对位MarkY Angle\n", "Index \n", "1 -3.568167 0.318500 -0.009236\n", "2 -2.286500 0.000833 -0.002579\n", "3 -2.246417 -0.039750 -0.003803\n", "4 -2.206333 -0.080333 -0.005027\n", "5 -2.056333 0.116333 -0.005332\n", "6 -2.512667 0.019667 -0.004845\n", "7 -2.346667 0.171833 -0.003970\n", "8 -2.254000 0.231667 -0.006308\n", "9 -2.468167 0.178500 -0.004763\n", "10 -2.528917 0.096000 -0.005373\n", "11 -2.589667 0.013500 -0.005983\n", "12 -2.320667 -0.185333 -0.005683\n", "13 -2.160167 -0.031833 -0.004983\n", "14 -2.036000 -0.035750 -0.004851\n", "15 -2.243000 0.107000 -0.003596\n", "16 -2.531667 0.505667 -0.005645\n", "17 -2.807667 0.169667 -0.005577\n", "18 -2.553167 0.260500 -0.004499\n", "19 -2.416667 0.051833 -0.005414\n", "20 -2.280167 -0.156833 -0.006329\n", "21 -2.414500 -0.146167 -0.004400\n", "22 -2.271000 -0.310333 -0.004211\n", "23 -2.154000 -0.286500 -0.005442\n", "24 -2.804500 -0.245333 -0.008327\n", "25 -2.591667 0.431167 -0.006167\n", "26 -2.172333 0.182500 -0.003955\n", "27 -2.605333 0.384667 -0.005561\n", "28 -2.239833 0.163000 -0.002904\n", "29 -2.408667 0.088500 -0.003974\n", "30 -2.577500 0.014000 -0.005043\n", "31 -2.569500 -0.049250 -0.006021\n", "32 -2.561500 -0.112500 -0.007000\n", "33 -2.496167 -0.016167 -0.005476\n", "34 -2.598000 -0.024000 -0.007454\n", "35 -2.148667 0.063333 -0.004459\n", "36 -1.981833 0.528667 -0.004170\n", "37 -2.409667 0.203167 -0.004839\n", "38 -2.469667 0.086500 -0.004592\n", "39 -2.447000 0.067000 -0.005498\n", "40 -2.508000 -0.041833 -0.005976\n", "41 -2.337167 -0.040500 -0.004316\n", "42 -2.490333 0.190500 -0.004813\n", "43 -2.592667 0.095167 -0.005873\n", "44 -2.474833 -0.092833 -0.005427\n", "45 -2.305500 0.226667 -0.004606\n", "46 -2.274750 0.423750 -0.005673\n", "47 -2.111000 0.634333 -0.004858\n", "48 -2.601500 0.242500 -0.004892\n", "49 -2.686167 0.098833 -0.005158\n", "50 -2.660500 0.086000 -0.005045\n", "51 -2.476500 0.078667 -0.004269\n", "52 -2.292500 0.071333 -0.003494\n", "53 -2.406500 0.130292 -0.004008\n", "54 -2.520500 0.189250 -0.004522\n", "55 -2.634500 0.248208 -0.005036\n", "56 -2.748500 0.307167 -0.005549\n", "57 -2.304333 -0.058167 -0.005240\n", "58 -2.354333 0.105000 -0.004339\n", "59 -2.365667 0.027250 -0.004649\n", "60 -2.377000 -0.050500 -0.004960\n", "61 -2.591000 -0.009833 -0.004993\n", "62 -2.295167 0.128833 -0.004261\n", "63 -2.494833 0.233833 -0.004047\n", "64 -2.555500 -0.059167 -0.005368\n", "65 -2.422833 -0.120667 -0.005254\n", "66 -2.539800 -0.043067 -0.005466\n", "67 -2.656767 0.034533 -0.005679\n", "68 -2.773733 0.112133 -0.005892\n", "69 -2.890700 0.189733 -0.006105\n", "70 -3.007667 0.267333 -0.006318\n", "71 -2.337667 -0.149333 -0.003766\n", "72 -2.242167 -0.209333 -0.005236\n", "73 -2.685667 0.121667 -0.005626\n", "74 -2.598500 0.247000 -0.005835\n", "75 -2.649167 -0.108167 -0.005554\n", "76 -2.224167 0.028333 -0.003966\n", "77 -2.167500 -0.327333 -0.006602\n", "78 -2.421000 0.112833 -0.003956\n", "79 -3.128667 0.110167 -0.005687\n", "80 -3.399833 0.482000 -0.006671\n", "81 -3.046833 0.121333 -0.005838\n", "82 -2.595500 -0.052000 -0.004365\n", "83 -2.170333 0.069167 -0.003725\n", "84 -2.168333 0.020667 -0.004168\n", "85 -2.168333 0.020667 -0.004168\n", "86 -2.168333 0.020667 -0.004168\n", "87 -2.168333 0.020667 -0.004168" ] }, "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" ] }, { "cell_type": "code", "execution_count": 18, "id": "2dddf61b-818e-4592-8b46-765bfa119856", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2025-01-12\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": "874abcc7-1b35-47a6-800d-00b3dbdcee93", "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
123
0
全局补偿X6.227254NaNNaN
全局补偿Y5.058546NaNNaN
全局补偿角度0.014087NaNNaN
Index对位MarkX对位MarkYAngle
1-0.1266180.2967130.005321
2-0.3390350.5372130.000034
3-0.1917850.422338-0.000264
4-0.0445350.307463-0.000561
50.2415480.4454630.000582
60.3256320.0625470.002657
7-0.2703680.606130.001504
8-0.1898680.459297-0.000323
90.012965-0.215370.000167
10-0.019993-0.1618280.000502
11-0.052952-0.1082870.000837
12-0.007035-0.16087-0.000191
130.1275740.194593-0.001683
140.0942150.47688-0.000556
15-0.1459520.6469630.002386
16-0.4145350.482963-0.000257
17-0.104118-0.2802870.00163
18-0.079868-0.216620.000978
190.103965-0.2822870.000629
200.287798-0.3479530.000279
21-0.076176-0.183157-0.000685
220.128715-0.3020370.000045
230.2494870.326291-0.000725
240.0180480.1465470.00271
25-0.1450350.5957130.000859
26-0.3094520.6222970.00085
27-0.014118-0.1334530.001178
280.036048-0.10437-0.001171
290.065507-0.1475370.000137
300.094965-0.1907030.001444
310.11434-0.278120.00115
320.133715-0.3655370.000856
330.004298-0.113203-0.001051
340.240215-0.153787-0.000481
350.1110740.628843-0.001792
360.0274651.1939630.000556
37-0.2518680.449630.000891
380.140715-0.323870.000697
390.253548-0.3445370.000441
400.217048-0.441453-0.000152
410.311465-0.3312030.000557
420.158632-0.2972030.000308
430.175632-0.4009530.000873
440.160132-0.394703-0.000523
450.2317150.115797-0.000521
460.1645740.587843-0.002838
47-0.1139521.105463-0.001766
48-0.5591760.5463430.000984
490.019132-0.240870.000476
500.075715-0.3185370.001158
510.112673-0.3980370.000267
520.149632-0.477537-0.000624
530.108903-0.357391-0.00036
540.068173-0.237245-0.000097
550.027444-0.1170990.000166
56-0.0132850.0030470.00043
570.0518820.407547-0.001405
58-0.4872020.5894630.000616
59-0.1171180.1164220.000535
600.252965-0.356620.000454
610.118048-0.4942870.000128
620.216215-0.363203-0.000161
630.095298-0.162537-0.000652
640.134632-0.3274530.001126
650.177548-0.30537-0.000444
660.086065-0.2472370.000319
67-0.005418-0.1891030.001082
68-0.096902-0.130970.001845
69-0.188385-0.0728370.002607
70-0.279868-0.0147030.00337
710.188715-0.44587-0.000578
720.186965-0.4642030.000716
730.123715-0.0890370.002051
740.035048-0.0857870.000831
750.085798-0.2334530.001482
760.0862980.45138-0.000171
770.052215-0.101287-0.001446
78-0.1972850.518130.000496
79-0.4276180.2557970.004225
80-0.3497850.4489630.00555
81-0.1452850.3882130.004444
820.0357980.1140470.001434
830.0228820.596963-0.000754
84-0.0636180.398213-0.001053
85-0.0636180.398213-0.001053
86-0.0636180.398213-0.001053
87-0.0636180.398213-0.001053
\n", "
" ], "text/plain": [ " 1 2 3\n", "0 \n", "全局补偿X 6.227254 NaN NaN\n", "全局补偿Y 5.058546 NaN NaN\n", "全局补偿角度 0.014087 NaN NaN\n", "Index 对位MarkX 对位MarkY Angle\n", "1 -0.126618 0.296713 0.005321\n", "2 -0.339035 0.537213 0.000034\n", "3 -0.191785 0.422338 -0.000264\n", "4 -0.044535 0.307463 -0.000561\n", "5 0.241548 0.445463 0.000582\n", "6 0.325632 0.062547 0.002657\n", "7 -0.270368 0.60613 0.001504\n", "8 -0.189868 0.459297 -0.000323\n", "9 0.012965 -0.21537 0.000167\n", "10 -0.019993 -0.161828 0.000502\n", "11 -0.052952 -0.108287 0.000837\n", "12 -0.007035 -0.16087 -0.000191\n", "13 0.127574 0.194593 -0.001683\n", "14 0.094215 0.47688 -0.000556\n", "15 -0.145952 0.646963 0.002386\n", "16 -0.414535 0.482963 -0.000257\n", "17 -0.104118 -0.280287 0.00163\n", "18 -0.079868 -0.21662 0.000978\n", "19 0.103965 -0.282287 0.000629\n", "20 0.287798 -0.347953 0.000279\n", "21 -0.076176 -0.183157 -0.000685\n", "22 0.128715 -0.302037 0.000045\n", "23 0.249487 0.326291 -0.000725\n", "24 0.018048 0.146547 0.00271\n", "25 -0.145035 0.595713 0.000859\n", "26 -0.309452 0.622297 0.00085\n", "27 -0.014118 -0.133453 0.001178\n", "28 0.036048 -0.10437 -0.001171\n", "29 0.065507 -0.147537 0.000137\n", "30 0.094965 -0.190703 0.001444\n", "31 0.11434 -0.27812 0.00115\n", "32 0.133715 -0.365537 0.000856\n", "33 0.004298 -0.113203 -0.001051\n", "34 0.240215 -0.153787 -0.000481\n", "35 0.111074 0.628843 -0.001792\n", "36 0.027465 1.193963 0.000556\n", "37 -0.251868 0.44963 0.000891\n", "38 0.140715 -0.32387 0.000697\n", "39 0.253548 -0.344537 0.000441\n", "40 0.217048 -0.441453 -0.000152\n", "41 0.311465 -0.331203 0.000557\n", "42 0.158632 -0.297203 0.000308\n", "43 0.175632 -0.400953 0.000873\n", "44 0.160132 -0.394703 -0.000523\n", "45 0.231715 0.115797 -0.000521\n", "46 0.164574 0.587843 -0.002838\n", "47 -0.113952 1.105463 -0.001766\n", "48 -0.559176 0.546343 0.000984\n", "49 0.019132 -0.24087 0.000476\n", "50 0.075715 -0.318537 0.001158\n", "51 0.112673 -0.398037 0.000267\n", "52 0.149632 -0.477537 -0.000624\n", "53 0.108903 -0.357391 -0.00036\n", "54 0.068173 -0.237245 -0.000097\n", "55 0.027444 -0.117099 0.000166\n", "56 -0.013285 0.003047 0.00043\n", "57 0.051882 0.407547 -0.001405\n", "58 -0.487202 0.589463 0.000616\n", "59 -0.117118 0.116422 0.000535\n", "60 0.252965 -0.35662 0.000454\n", "61 0.118048 -0.494287 0.000128\n", "62 0.216215 -0.363203 -0.000161\n", "63 0.095298 -0.162537 -0.000652\n", "64 0.134632 -0.327453 0.001126\n", "65 0.177548 -0.30537 -0.000444\n", "66 0.086065 -0.247237 0.000319\n", "67 -0.005418 -0.189103 0.001082\n", "68 -0.096902 -0.13097 0.001845\n", "69 -0.188385 -0.072837 0.002607\n", "70 -0.279868 -0.014703 0.00337\n", "71 0.188715 -0.44587 -0.000578\n", "72 0.186965 -0.464203 0.000716\n", "73 0.123715 -0.089037 0.002051\n", "74 0.035048 -0.085787 0.000831\n", "75 0.085798 -0.233453 0.001482\n", "76 0.086298 0.45138 -0.000171\n", "77 0.052215 -0.101287 -0.001446\n", "78 -0.197285 0.51813 0.000496\n", "79 -0.427618 0.255797 0.004225\n", "80 -0.349785 0.448963 0.00555\n", "81 -0.145285 0.388213 0.004444\n", "82 0.035798 0.114047 0.001434\n", "83 0.022882 0.596963 -0.000754\n", "84 -0.063618 0.398213 -0.001053\n", "85 -0.063618 0.398213 -0.001053\n", "86 -0.063618 0.398213 -0.001053\n", "87 -0.063618 0.398213 -0.001053" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "OldDieBCFileName = f'{DieType}局部补偿2025-0108.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": "52e7783b-02ad-45c2-a844-990a74b9cf38", "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
123对位MarkX对位MarkYAngleCalc-XCalc-YCalc-Angle
1-0.1266180.2967130.005321-3.5681670.318500-0.0092363.441548-0.021787-0.003915
2-0.3390350.5372130.000034-2.2865000.000833-0.0025791.9474650.53638-0.002546
3-0.1917850.422338-0.000264-2.246417-0.039750-0.0038032.0546320.462088-0.004067
4-0.0445350.307463-0.000561-2.206333-0.080333-0.0050272.1617980.387797-0.005588
50.2415480.4454630.000582-2.0563330.116333-0.0053322.2978820.32913-0.004749
60.3256320.0625470.002657-2.5126670.019667-0.0048452.8382980.04288-0.002188
7-0.2703680.606130.001504-2.3466670.171833-0.0039702.0762980.434297-0.002467
8-0.1898680.459297-0.000323-2.2540000.231667-0.0063082.0641320.22763-0.006631
90.012965-0.215370.000167-2.4681670.178500-0.0047632.481132-0.39387-0.004595
10-0.019993-0.1618280.000502-2.5289170.096000-0.0053732.508923-0.257828-0.00487
11-0.052952-0.1082870.000837-2.5896670.013500-0.0059832.536715-0.121787-0.005145
12-0.007035-0.16087-0.000191-2.320667-0.185333-0.0056832.3136320.024463-0.005874
130.1275740.194593-0.001683-2.160167-0.031833-0.0049832.2877410.226427-0.006666
140.0942150.47688-0.000556-2.036000-0.035750-0.0048512.1302150.51263-0.005407
15-0.1459520.6469630.002386-2.2430000.107000-0.0035962.0970480.539963-0.001211
16-0.4145350.482963-0.000257-2.5316670.505667-0.0056452.117132-0.022703-0.005902
17-0.104118-0.2802870.00163-2.8076670.169667-0.0055772.703548-0.449953-0.003947
18-0.079868-0.216620.000978-2.5531670.260500-0.0044992.473298-0.47712-0.003521
190.103965-0.2822870.000629-2.4166670.051833-0.0054142.520632-0.33412-0.004786
200.287798-0.3479530.000279-2.280167-0.156833-0.0063292.567965-0.19112-0.00605
21-0.076176-0.183157-0.000685-2.414500-0.146167-0.0044002.338324-0.03699-0.005086
220.128715-0.3020370.000045-2.271000-0.310333-0.0042112.3997150.008297-0.004167
230.2494870.326291-0.000725-2.154000-0.286500-0.0054422.4034870.612791-0.006167
240.0180480.1465470.00271-2.804500-0.245333-0.0083272.8225480.39188-0.005617
25-0.1450350.5957130.000859-2.5916670.431167-0.0061672.4466320.164547-0.005308
26-0.3094520.6222970.00085-2.1723330.182500-0.0039551.8628820.439797-0.003105
27-0.014118-0.1334530.001178-2.6053330.384667-0.0055612.591215-0.51812-0.004384
280.036048-0.10437-0.001171-2.2398330.163000-0.0029042.275882-0.26737-0.004075
290.065507-0.1475370.000137-2.4086670.088500-0.0039742.474173-0.236037-0.003837
300.094965-0.1907030.001444-2.5775000.014000-0.0050432.672465-0.204703-0.003599
310.11434-0.278120.00115-2.569500-0.049250-0.0060212.68384-0.22887-0.004871
320.133715-0.3655370.000856-2.561500-0.112500-0.0070002.695215-0.253037-0.006143
330.004298-0.113203-0.001051-2.496167-0.016167-0.0054762.500465-0.097037-0.006527
340.240215-0.153787-0.000481-2.598000-0.024000-0.0074542.838215-0.129787-0.007935
350.1110740.628843-0.001792-2.1486670.063333-0.0044592.2597410.56551-0.006251
360.0274651.1939630.000556-1.9818330.528667-0.0041702.0092980.665297-0.003614
37-0.2518680.449630.000891-2.4096670.203167-0.0048392.1577980.246463-0.003948
380.140715-0.323870.000697-2.4696670.086500-0.0045922.610382-0.41037-0.003895
390.253548-0.3445370.000441-2.4470000.067000-0.0054982.700548-0.411537-0.005057
400.217048-0.441453-0.000152-2.508000-0.041833-0.0059762.725048-0.39962-0.006128
410.311465-0.3312030.000557-2.337167-0.040500-0.0043162.648632-0.290703-0.003758
420.158632-0.2972030.000308-2.4903330.190500-0.0048132.648965-0.487703-0.004505
430.175632-0.4009530.000873-2.5926670.095167-0.0058732.768298-0.49612-0.005001
440.160132-0.394703-0.000523-2.474833-0.092833-0.0054272.634965-0.30187-0.00595
450.2317150.115797-0.000521-2.3055000.226667-0.0046062.537215-0.11087-0.005127
460.1645740.587843-0.002838-2.2747500.423750-0.0056732.4393240.164093-0.00851
47-0.1139521.105463-0.001766-2.1110000.634333-0.0048581.9970480.47113-0.006624
48-0.5591760.5463430.000984-2.6015000.242500-0.0048922.0423240.303843-0.003908
490.019132-0.240870.000476-2.6861670.098833-0.0051582.705298-0.339703-0.004682
500.075715-0.3185370.001158-2.6605000.086000-0.0050452.736215-0.404537-0.003886
510.112673-0.3980370.000267-2.4765000.078667-0.0042692.589173-0.476703-0.004002
520.149632-0.477537-0.000624-2.2925000.071333-0.0034942.442132-0.54887-0.004118
530.108903-0.357391-0.00036-2.4065000.130292-0.0040082.515403-0.487682-0.004368
540.068173-0.237245-0.000097-2.5205000.189250-0.0045222.588673-0.426495-0.004619
550.027444-0.1170990.000166-2.6345000.248208-0.0050362.661944-0.365307-0.004869
56-0.0132850.0030470.00043-2.7485000.307167-0.0055492.735215-0.30412-0.00512
570.0518820.407547-0.001405-2.304333-0.058167-0.0052402.3562150.465713-0.006645
58-0.4872020.5894630.000616-2.3543330.105000-0.0043391.8671320.484463-0.003722
59-0.1171180.1164220.000535-2.3656670.027250-0.0046492.2485480.089172-0.004114
600.252965-0.356620.000454-2.377000-0.050500-0.0049602.629965-0.30612-0.004506
610.118048-0.4942870.000128-2.591000-0.009833-0.0049932.709048-0.484453-0.004865
620.216215-0.363203-0.000161-2.2951670.128833-0.0042612.511382-0.492037-0.004422
630.095298-0.162537-0.000652-2.4948330.233833-0.0040472.590132-0.39637-0.004699
640.134632-0.3274530.001126-2.555500-0.059167-0.0053682.690132-0.268287-0.004242
650.177548-0.30537-0.000444-2.422833-0.120667-0.0052542.600382-0.184703-0.005698
660.086065-0.2472370.000319-2.539800-0.043067-0.0054662.625865-0.20417-0.005148
67-0.005418-0.1891030.001082-2.6567670.034533-0.0056792.651348-0.223637-0.004598
68-0.096902-0.130970.001845-2.7737330.112133-0.0058922.676832-0.243103-0.004048
69-0.188385-0.0728370.002607-2.8907000.189733-0.0061052.702315-0.26257-0.003498
70-0.279868-0.0147030.00337-3.0076670.267333-0.0063182.727798-0.282037-0.002948
710.188715-0.44587-0.000578-2.337667-0.149333-0.0037662.526382-0.296537-0.004344
720.186965-0.4642030.000716-2.242167-0.209333-0.0052362.429132-0.25487-0.00452
730.123715-0.0890370.002051-2.6856670.121667-0.0056262.809382-0.210703-0.003576
740.035048-0.0857870.000831-2.5985000.247000-0.0058352.633548-0.332787-0.005004
750.085798-0.2334530.001482-2.649167-0.108167-0.0055542.734965-0.125287-0.004072
760.0862980.45138-0.000171-2.2241670.028333-0.0039662.3104650.423047-0.004137
770.052215-0.101287-0.001446-2.167500-0.327333-0.0066022.2197150.226047-0.008048
78-0.1972850.518130.000496-2.4210000.112833-0.0039562.2237150.405297-0.00346
79-0.4276180.2557970.004225-3.1286670.110167-0.0056872.7010480.14563-0.001462
80-0.3497850.4489630.00555-3.3998330.482000-0.0066713.050048-0.033037-0.00112
81-0.1452850.3882130.004444-3.0468330.121333-0.0058382.9015480.26688-0.001394
820.0357980.1140470.001434-2.595500-0.052000-0.0043652.6312980.166047-0.002931
830.0228820.596963-0.000754-2.1703330.069167-0.0037252.1932150.527797-0.004479
84-0.0636180.398213-0.001053-2.1683330.020667-0.0041682.1047150.377547-0.00522
85-0.0636180.398213-0.001053-2.1683330.020667-0.0041682.1047150.377547-0.00522
86-0.0636180.398213-0.001053-2.1683330.020667-0.0041682.1047150.377547-0.00522
87-0.0636180.398213-0.001053-2.1683330.020667-0.0041682.1047150.377547-0.00522
\n", "
" ], "text/plain": [ " 1 2 3 对位MarkX 对位MarkY Angle Calc-X \\\n", "1 -0.126618 0.296713 0.005321 -3.568167 0.318500 -0.009236 3.441548 \n", "2 -0.339035 0.537213 0.000034 -2.286500 0.000833 -0.002579 1.947465 \n", "3 -0.191785 0.422338 -0.000264 -2.246417 -0.039750 -0.003803 2.054632 \n", "4 -0.044535 0.307463 -0.000561 -2.206333 -0.080333 -0.005027 2.161798 \n", "5 0.241548 0.445463 0.000582 -2.056333 0.116333 -0.005332 2.297882 \n", "6 0.325632 0.062547 0.002657 -2.512667 0.019667 -0.004845 2.838298 \n", "7 -0.270368 0.60613 0.001504 -2.346667 0.171833 -0.003970 2.076298 \n", "8 -0.189868 0.459297 -0.000323 -2.254000 0.231667 -0.006308 2.064132 \n", "9 0.012965 -0.21537 0.000167 -2.468167 0.178500 -0.004763 2.481132 \n", "10 -0.019993 -0.161828 0.000502 -2.528917 0.096000 -0.005373 2.508923 \n", "11 -0.052952 -0.108287 0.000837 -2.589667 0.013500 -0.005983 2.536715 \n", "12 -0.007035 -0.16087 -0.000191 -2.320667 -0.185333 -0.005683 2.313632 \n", "13 0.127574 0.194593 -0.001683 -2.160167 -0.031833 -0.004983 2.287741 \n", "14 0.094215 0.47688 -0.000556 -2.036000 -0.035750 -0.004851 2.130215 \n", "15 -0.145952 0.646963 0.002386 -2.243000 0.107000 -0.003596 2.097048 \n", "16 -0.414535 0.482963 -0.000257 -2.531667 0.505667 -0.005645 2.117132 \n", "17 -0.104118 -0.280287 0.00163 -2.807667 0.169667 -0.005577 2.703548 \n", "18 -0.079868 -0.21662 0.000978 -2.553167 0.260500 -0.004499 2.473298 \n", "19 0.103965 -0.282287 0.000629 -2.416667 0.051833 -0.005414 2.520632 \n", "20 0.287798 -0.347953 0.000279 -2.280167 -0.156833 -0.006329 2.567965 \n", "21 -0.076176 -0.183157 -0.000685 -2.414500 -0.146167 -0.004400 2.338324 \n", "22 0.128715 -0.302037 0.000045 -2.271000 -0.310333 -0.004211 2.399715 \n", "23 0.249487 0.326291 -0.000725 -2.154000 -0.286500 -0.005442 2.403487 \n", "24 0.018048 0.146547 0.00271 -2.804500 -0.245333 -0.008327 2.822548 \n", "25 -0.145035 0.595713 0.000859 -2.591667 0.431167 -0.006167 2.446632 \n", "26 -0.309452 0.622297 0.00085 -2.172333 0.182500 -0.003955 1.862882 \n", "27 -0.014118 -0.133453 0.001178 -2.605333 0.384667 -0.005561 2.591215 \n", "28 0.036048 -0.10437 -0.001171 -2.239833 0.163000 -0.002904 2.275882 \n", "29 0.065507 -0.147537 0.000137 -2.408667 0.088500 -0.003974 2.474173 \n", "30 0.094965 -0.190703 0.001444 -2.577500 0.014000 -0.005043 2.672465 \n", "31 0.11434 -0.27812 0.00115 -2.569500 -0.049250 -0.006021 2.68384 \n", "32 0.133715 -0.365537 0.000856 -2.561500 -0.112500 -0.007000 2.695215 \n", "33 0.004298 -0.113203 -0.001051 -2.496167 -0.016167 -0.005476 2.500465 \n", "34 0.240215 -0.153787 -0.000481 -2.598000 -0.024000 -0.007454 2.838215 \n", "35 0.111074 0.628843 -0.001792 -2.148667 0.063333 -0.004459 2.259741 \n", "36 0.027465 1.193963 0.000556 -1.981833 0.528667 -0.004170 2.009298 \n", "37 -0.251868 0.44963 0.000891 -2.409667 0.203167 -0.004839 2.157798 \n", "38 0.140715 -0.32387 0.000697 -2.469667 0.086500 -0.004592 2.610382 \n", "39 0.253548 -0.344537 0.000441 -2.447000 0.067000 -0.005498 2.700548 \n", "40 0.217048 -0.441453 -0.000152 -2.508000 -0.041833 -0.005976 2.725048 \n", "41 0.311465 -0.331203 0.000557 -2.337167 -0.040500 -0.004316 2.648632 \n", "42 0.158632 -0.297203 0.000308 -2.490333 0.190500 -0.004813 2.648965 \n", "43 0.175632 -0.400953 0.000873 -2.592667 0.095167 -0.005873 2.768298 \n", "44 0.160132 -0.394703 -0.000523 -2.474833 -0.092833 -0.005427 2.634965 \n", "45 0.231715 0.115797 -0.000521 -2.305500 0.226667 -0.004606 2.537215 \n", "46 0.164574 0.587843 -0.002838 -2.274750 0.423750 -0.005673 2.439324 \n", "47 -0.113952 1.105463 -0.001766 -2.111000 0.634333 -0.004858 1.997048 \n", "48 -0.559176 0.546343 0.000984 -2.601500 0.242500 -0.004892 2.042324 \n", "49 0.019132 -0.24087 0.000476 -2.686167 0.098833 -0.005158 2.705298 \n", "50 0.075715 -0.318537 0.001158 -2.660500 0.086000 -0.005045 2.736215 \n", "51 0.112673 -0.398037 0.000267 -2.476500 0.078667 -0.004269 2.589173 \n", "52 0.149632 -0.477537 -0.000624 -2.292500 0.071333 -0.003494 2.442132 \n", "53 0.108903 -0.357391 -0.00036 -2.406500 0.130292 -0.004008 2.515403 \n", "54 0.068173 -0.237245 -0.000097 -2.520500 0.189250 -0.004522 2.588673 \n", "55 0.027444 -0.117099 0.000166 -2.634500 0.248208 -0.005036 2.661944 \n", "56 -0.013285 0.003047 0.00043 -2.748500 0.307167 -0.005549 2.735215 \n", "57 0.051882 0.407547 -0.001405 -2.304333 -0.058167 -0.005240 2.356215 \n", "58 -0.487202 0.589463 0.000616 -2.354333 0.105000 -0.004339 1.867132 \n", "59 -0.117118 0.116422 0.000535 -2.365667 0.027250 -0.004649 2.248548 \n", "60 0.252965 -0.35662 0.000454 -2.377000 -0.050500 -0.004960 2.629965 \n", "61 0.118048 -0.494287 0.000128 -2.591000 -0.009833 -0.004993 2.709048 \n", "62 0.216215 -0.363203 -0.000161 -2.295167 0.128833 -0.004261 2.511382 \n", "63 0.095298 -0.162537 -0.000652 -2.494833 0.233833 -0.004047 2.590132 \n", "64 0.134632 -0.327453 0.001126 -2.555500 -0.059167 -0.005368 2.690132 \n", "65 0.177548 -0.30537 -0.000444 -2.422833 -0.120667 -0.005254 2.600382 \n", "66 0.086065 -0.247237 0.000319 -2.539800 -0.043067 -0.005466 2.625865 \n", "67 -0.005418 -0.189103 0.001082 -2.656767 0.034533 -0.005679 2.651348 \n", "68 -0.096902 -0.13097 0.001845 -2.773733 0.112133 -0.005892 2.676832 \n", "69 -0.188385 -0.072837 0.002607 -2.890700 0.189733 -0.006105 2.702315 \n", "70 -0.279868 -0.014703 0.00337 -3.007667 0.267333 -0.006318 2.727798 \n", "71 0.188715 -0.44587 -0.000578 -2.337667 -0.149333 -0.003766 2.526382 \n", "72 0.186965 -0.464203 0.000716 -2.242167 -0.209333 -0.005236 2.429132 \n", "73 0.123715 -0.089037 0.002051 -2.685667 0.121667 -0.005626 2.809382 \n", "74 0.035048 -0.085787 0.000831 -2.598500 0.247000 -0.005835 2.633548 \n", "75 0.085798 -0.233453 0.001482 -2.649167 -0.108167 -0.005554 2.734965 \n", "76 0.086298 0.45138 -0.000171 -2.224167 0.028333 -0.003966 2.310465 \n", "77 0.052215 -0.101287 -0.001446 -2.167500 -0.327333 -0.006602 2.219715 \n", "78 -0.197285 0.51813 0.000496 -2.421000 0.112833 -0.003956 2.223715 \n", "79 -0.427618 0.255797 0.004225 -3.128667 0.110167 -0.005687 2.701048 \n", "80 -0.349785 0.448963 0.00555 -3.399833 0.482000 -0.006671 3.050048 \n", "81 -0.145285 0.388213 0.004444 -3.046833 0.121333 -0.005838 2.901548 \n", "82 0.035798 0.114047 0.001434 -2.595500 -0.052000 -0.004365 2.631298 \n", "83 0.022882 0.596963 -0.000754 -2.170333 0.069167 -0.003725 2.193215 \n", "84 -0.063618 0.398213 -0.001053 -2.168333 0.020667 -0.004168 2.104715 \n", "85 -0.063618 0.398213 -0.001053 -2.168333 0.020667 -0.004168 2.104715 \n", "86 -0.063618 0.398213 -0.001053 -2.168333 0.020667 -0.004168 2.104715 \n", "87 -0.063618 0.398213 -0.001053 -2.168333 0.020667 -0.004168 2.104715 \n", "\n", " Calc-Y Calc-Angle \n", "1 -0.021787 -0.003915 \n", "2 0.53638 -0.002546 \n", "3 0.462088 -0.004067 \n", "4 0.387797 -0.005588 \n", "5 0.32913 -0.004749 \n", "6 0.04288 -0.002188 \n", "7 0.434297 -0.002467 \n", "8 0.22763 -0.006631 \n", "9 -0.39387 -0.004595 \n", "10 -0.257828 -0.00487 \n", "11 -0.121787 -0.005145 \n", "12 0.024463 -0.005874 \n", "13 0.226427 -0.006666 \n", "14 0.51263 -0.005407 \n", "15 0.539963 -0.001211 \n", "16 -0.022703 -0.005902 \n", "17 -0.449953 -0.003947 \n", "18 -0.47712 -0.003521 \n", "19 -0.33412 -0.004786 \n", "20 -0.19112 -0.00605 \n", "21 -0.03699 -0.005086 \n", "22 0.008297 -0.004167 \n", "23 0.612791 -0.006167 \n", "24 0.39188 -0.005617 \n", "25 0.164547 -0.005308 \n", "26 0.439797 -0.003105 \n", "27 -0.51812 -0.004384 \n", "28 -0.26737 -0.004075 \n", "29 -0.236037 -0.003837 \n", "30 -0.204703 -0.003599 \n", "31 -0.22887 -0.004871 \n", "32 -0.253037 -0.006143 \n", "33 -0.097037 -0.006527 \n", "34 -0.129787 -0.007935 \n", "35 0.56551 -0.006251 \n", "36 0.665297 -0.003614 \n", "37 0.246463 -0.003948 \n", "38 -0.41037 -0.003895 \n", "39 -0.411537 -0.005057 \n", "40 -0.39962 -0.006128 \n", "41 -0.290703 -0.003758 \n", "42 -0.487703 -0.004505 \n", "43 -0.49612 -0.005001 \n", "44 -0.30187 -0.00595 \n", "45 -0.11087 -0.005127 \n", "46 0.164093 -0.00851 \n", "47 0.47113 -0.006624 \n", "48 0.303843 -0.003908 \n", "49 -0.339703 -0.004682 \n", "50 -0.404537 -0.003886 \n", "51 -0.476703 -0.004002 \n", "52 -0.54887 -0.004118 \n", "53 -0.487682 -0.004368 \n", "54 -0.426495 -0.004619 \n", "55 -0.365307 -0.004869 \n", "56 -0.30412 -0.00512 \n", "57 0.465713 -0.006645 \n", "58 0.484463 -0.003722 \n", "59 0.089172 -0.004114 \n", "60 -0.30612 -0.004506 \n", "61 -0.484453 -0.004865 \n", "62 -0.492037 -0.004422 \n", "63 -0.39637 -0.004699 \n", "64 -0.268287 -0.004242 \n", "65 -0.184703 -0.005698 \n", "66 -0.20417 -0.005148 \n", "67 -0.223637 -0.004598 \n", "68 -0.243103 -0.004048 \n", "69 -0.26257 -0.003498 \n", "70 -0.282037 -0.002948 \n", "71 -0.296537 -0.004344 \n", "72 -0.25487 -0.00452 \n", "73 -0.210703 -0.003576 \n", "74 -0.332787 -0.005004 \n", "75 -0.125287 -0.004072 \n", "76 0.423047 -0.004137 \n", "77 0.226047 -0.008048 \n", "78 0.405297 -0.00346 \n", "79 0.14563 -0.001462 \n", "80 -0.033037 -0.00112 \n", "81 0.26688 -0.001394 \n", "82 0.166047 -0.002931 \n", "83 0.527797 -0.004479 \n", "84 0.377547 -0.00522 \n", "85 0.377547 -0.00522 \n", "86 0.377547 -0.00522 \n", "87 0.377547 -0.00522 " ] }, "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": "330b9d02-065f-454e-9083-b2d499556f90", "metadata": {}, "outputs": [], "source": [ "Old_New_DieBC.to_excel(f'{DieType}/{DieType}局部补偿{daytime}.xlsx')" ] }, { "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()" ] } ], "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": "3.10.9" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": { "21d8b0ba77b54fbfabcdf5f52b80df1a": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {} }, "2a0670114f11457b80a6ef3ef22a34fc": { "model_module": "jupyter-matplotlib", "model_module_version": "^0.11", "model_name": "ToolbarModel", "state": { "_model_module_version": "^0.11", "_view_module_version": "^0.11", "collapsed": true, "layout": "IPY_MODEL_f7658ea254754f89ae1eaaca3822afd1", "orientation": "vertical", "toolitems": [ [ "Home", "Reset original view", "home", "home" ], [ "Back", "Back to previous view", "arrow-left", "back" ], [ "Forward", "Forward to next view", "arrow-right", "forward" ], [ "Pan", "Left button pans, Right button zooms\nx/y fixes axis, CTRL fixes aspect", "arrows", "pan" ], [ "Zoom", "Zoom to rectangle\nx/y fixes axis", "square-o", "zoom" ], [ "Download", "Download plot", "floppy-o", "save_figure" ] ] } }, "2d1533973ff749659dd783abe0db740f": { "model_module": "jupyter-matplotlib", "model_module_version": "^0.11", "model_name": "ToolbarModel", "state": { "_model_module_version": "^0.11", "_view_module_version": "^0.11", "collapsed": true, "layout": "IPY_MODEL_b8d4c7781ff5497da21ab97b922bac2f", "orientation": "vertical", "toolitems": [ [ "Home", "Reset original view", "home", "home" ], [ "Back", "Back to previous view", "arrow-left", "back" ], [ "Forward", "Forward to next view", "arrow-right", "forward" ], [ "Pan", "Left button pans, Right button zooms\nx/y fixes axis, CTRL fixes aspect", "arrows", "pan" ], [ "Zoom", "Zoom to rectangle\nx/y fixes axis", "square-o", "zoom" ], [ "Download", "Download plot", "floppy-o", "save_figure" ] ] } }, "30e39652821f45d4b6a059be76bf8b9b": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {} }, "403a3e58c30643c69e94e76f12bc0587": { "model_module": "jupyter-matplotlib", "model_module_version": "^0.11", "model_name": "MPLCanvasModel", "state": { "_data_url": "data:image/png;base64,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", "_figure_label": "Figure 2", "_model_module_version": "^0.11", "_size": [ 800, 550 ], "_view_module_version": "^0.11", "layout": "IPY_MODEL_6bd4aa27ce3d4da78e5e37533a8df70a", "toolbar": "IPY_MODEL_8a5b8401a4764aa19048fef48718488b", "toolbar_position": "left" } }, "6bd4aa27ce3d4da78e5e37533a8df70a": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {} }, "8a5b8401a4764aa19048fef48718488b": { "model_module": "jupyter-matplotlib", "model_module_version": "^0.11", "model_name": "ToolbarModel", "state": { "_model_module_version": "^0.11", "_view_module_version": "^0.11", "collapsed": true, "layout": "IPY_MODEL_30e39652821f45d4b6a059be76bf8b9b", "orientation": "vertical", "toolitems": [ [ "Home", "Reset original view", "home", "home" ], [ "Back", "Back to previous view", "arrow-left", "back" ], [ "Forward", "Forward to next view", "arrow-right", "forward" ], [ "Pan", "Left button pans, Right button zooms\nx/y fixes axis, CTRL fixes aspect", "arrows", "pan" ], [ "Zoom", "Zoom to rectangle\nx/y fixes axis", "square-o", "zoom" ], [ "Download", "Download plot", "floppy-o", "save_figure" ] ] } }, "8de2ee2a201f4e78b83bb73202597800": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {} }, "b8d4c7781ff5497da21ab97b922bac2f": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {} }, "cc2cbd4941e54dc4ab6e09927cb3f90b": { "model_module": "jupyter-matplotlib", "model_module_version": "^0.11", "model_name": "MPLCanvasModel", "state": { "_data_url": "data:image/png;base64,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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": { "_data_url": "data:image/png;base64,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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 }