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@chelm
Created September 12, 2017 19:01
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{
"cells": [
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "from gbdxtools.task import env\nfrom gbdxtools import CatalogImage\n\ncatalog_id = env.inputs.get('catalog_id', '1030010064884400')\nbbox = env.inputs.get('bbox', '-106.0040330886841, 38.53661867676894, -106.00085735321046, 38.53859920972644')\n\nimage = CatalogImage(catalog_id, band_type=\"MS\", bbox=map(float, bbox.split(\",\")))\nimage.plot(w=10, h=10)",
"execution_count": 3,
"outputs": [
{
"output_type": "stream",
"text": "Fetching Image... 1 tile\n",
"name": "stdout"
},
{
"output_type": "display_data",
"data": {
"image/png": 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uzylk4mSuYYYwDs6P8hZLGMgdHUQuytgoxbp7c8jVmZiktA5tkc6jWES7ahLP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\nRzp964j1LAAAAABJRU5ErkJggg==\n",
"text/plain": "<matplotlib.figure.Figure at 0x7f9d6634eed0>"
},
"metadata": {}
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "from gbdxtools.auth import Auth\ng = Auth()",
"execution_count": 2,
"outputs": []
},
{
"metadata": {
"trusted": true,
"collapsed": true
},
"cell_type": "code",
"source": "",
"execution_count": null,
"outputs": []
}
],
"metadata": {
"kernelspec": {
"name": "python2",
"display_name": "Python 2",
"language": "python"
},
"language_info": {
"mimetype": "text/x-python",
"nbconvert_exporter": "python",
"name": "python",
"pygments_lexer": "ipython2",
"version": "2.7.13",
"file_extension": ".py",
"codemirror_mode": {
"version": 2,
"name": "ipython"
}
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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