Datasets:
Merge branch 'main' of hf.co:datasets/trec-product-search/Product-Search-Corpus-v-1.1
Browse files- Download images.ipynb +0 -357
Download images.ipynb
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{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"id": "5f3bbfca",
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"metadata": {},
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"outputs": [],
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"source": [
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"import json\n",
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"import requests\n",
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"import time\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"id": "b82b8cda",
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"metadata": {},
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"outputs": [],
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"source": [
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"! mkdir esci_imgs"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"id": "e80143a7",
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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" 1480714 collection-imgs.json\r\n"
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]
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}
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],
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"source": [
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"! wc -l collection-imgs.json"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"id": "a7d602a2",
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"{\"doc_id\": 0, \"image_url\": \"https://m.media-amazon.com/images/I/815fXDqFFQL.__AC_SX300_SY300_QL70_ML2_.jpg\"}\r\n",
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"{\"doc_id\": 1, \"image_url\": \"https://m.media-amazon.com/images/I/81bdoltQWVL.__AC_SY300_SX300_QL70_FMwebp_.jpg\"}\r\n",
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"{\"doc_id\": 2, \"image_url\": \"https://m.media-amazon.com/images/W/WEBP_402378-T2/images/I/71DqTKVRneL.__AC_SY445_SX342_QL70_FMwebp_.jpg\"}\r\n",
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"{\"doc_id\": 3, \"image_url\": \"https://m.media-amazon.com/images/I/819OiK-OD6L.__AC_SY445_SX342_QL70_ML2_.jpg\"}\r\n",
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"{\"doc_id\": 4, \"image_url\": \"https://m.media-amazon.com/images/I/61NemNt5X6L.__AC_SX300_SY300_QL70_ML2_.jpg\"}\r\n",
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"{\"doc_id\": 6, \"image_url\": \"https://m.media-amazon.com/images/I/41On0AlK82L.__AC_SX300_SY300_QL70_FMwebp_.jpg\"}\r\n",
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"{\"doc_id\": 7, \"image_url\": \"\"}\r\n",
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"{\"doc_id\": 9, \"image_url\": \"\"}\r\n",
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"{\"doc_id\": 10, \"image_url\": \"https://m.media-amazon.com/images/W/WEBP_402378-T1/images/I/813GQqEX9UL.__AC_SX300_SY300_QL70_FMwebp_.jpg\"}\r\n",
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"{\"doc_id\": 11, \"image_url\": \"https://m.media-amazon.com/images/W/WEBP_402378-T1/images/I/71qbCHQo2vL.__AC_SY445_SX342_QL70_FMwebp_.jpg\"}\r\n"
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]
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}
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],
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"source": [
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"! head collection-imgs.json"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 5,
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"id": "146b3a26",
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"1480714\n"
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]
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}
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],
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"source": [
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"id2imgurl = {}\n",
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"with open('collection-imgs.json','r') as f:\n",
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" for l in f:\n",
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" j = json.loads(l)\n",
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" id2imgurl[j['doc_id']] = j['image_url']\n",
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"print(len(id2imgurl))"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 6,
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"id": "693fb9ce",
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"metadata": {},
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"outputs": [],
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"source": [
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"target_url = id2imgurl[2]"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 7,
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"id": "093e563c",
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"metadata": {},
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"outputs": [],
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"source": [
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"img_data = requests.get(target_url).content\n",
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"with open('esci_imgs/' + str(2) + '.jpg', 'wb') as handler:\n",
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" handler.write(img_data)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "11aa2665",
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"metadata": {},
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"outputs": [],
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"source": [
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"! ls esci_imgs | wc -l"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "fac1d815",
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Succefully downloaded 0 Images\n",
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"UnSuccefully downloaded 0 Images\n",
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"Succefully downloaded 888 Images\n",
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"UnSuccefully downloaded 112 Images\n",
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"Succefully downloaded 1772 Images\n",
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"UnSuccefully downloaded 228 Images\n",
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"Succefully downloaded 2648 Images\n",
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"UnSuccefully downloaded 352 Images\n",
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"Succefully downloaded 3543 Images\n",
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"UnSuccefully downloaded 457 Images\n",
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"Succefully downloaded 4430 Images\n",
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"UnSuccefully downloaded 570 Images\n",
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"Succefully downloaded 5299 Images\n",
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"UnSuccefully downloaded 701 Images\n",
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"Succefully downloaded 6177 Images\n",
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"Succefully downloaded 7066 Images\n",
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"Succefully downloaded 8825 Images\n",
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"Succefully downloaded 9724 Images\n",
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"Succefully downloaded 10607 Images\n",
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"Succefully downloaded 29156 Images\n",
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"Succefully downloaded 31806 Images\n",
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"Succefully downloaded 37113 Images\n",
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"Succefully downloaded 38866 Images\n",
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"Succefully downloaded 39752 Images\n",
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"Succefully downloaded 40646 Images\n",
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"Succefully downloaded 69852 Images\n",
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]
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}
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],
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"source": [
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"missed_list = []\n",
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"hit_list = []\n",
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"count = 0\n",
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"for i in id2imgurl:\n",
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" if count % 100 == 0:\n",
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" time.sleep(1)\n",
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" if count % 1000 == 0:\n",
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" print(\"Succefully downloaded {} Images\".format(len(hit_list)))\n",
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" print(\"UnSuccefully downloaded {} Images\".format(len(missed_list)))\n",
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" target_url = id2imgurl[i]\n",
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" count += 1\n",
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" try:\n",
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" img_data = requests.get(target_url).content\n",
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" with open('esci_imgs/' + str(i) + '.jpg', 'wb') as handler:\n",
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" handler.write(img_data)\n",
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" hit_list.append(i)\n",
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" except:\n",
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" missed_list.append(i)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "51271307",
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"metadata": {},
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"outputs": [],
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"source": []
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.9.12"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 5
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}
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