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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import pickle\n",
"\n",
"import pandas as pd\n",
"\n",
"from IPython.display import Image\n",
"from googleapiclient.discovery import build"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"with open('token.pickle', 'rb') as token:\n",
" creds = pickle.load(token)\n",
"google_photos = build('photoslibrary', 'v1', credentials=creds)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"def display_image(id):\n",
" img = google_photos.mediaItems().get(mediaItemId=id).execute()\n",
" return Image(img['baseUrl'], format='jpg')"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"photos = pd.read_hdf('google_photo_data.hdf')"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"display_image(photos.iloc[10000].id)"
]
}
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