Created
June 11, 2020 21:38
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Warpedvrt
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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"%matplotlib inline \n", | |
"import rasterio\n", | |
"from rasterio.plot import show\n", | |
"from affine import Affine\n", | |
"from rasterio.vrt import WarpedVRT" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"from rasterio.vrt import WarpedVRT\n", | |
"with rasterio.open('/home/denis/git/rasterio/tests/data/RGB.byte.tif') as src:\n", | |
" with WarpedVRT(src) as vrt:\n", | |
" profile = vrt.profile\n", | |
" profile['driver'] = 'GTiff'\n", | |
"\n", | |
" dst_transform = src.transform * Affine.rotation(45)\n", | |
" profile['transform'] = dst_transform\n", | |
"\n", | |
" with rasterio.open('/tmp/test-tile.tif', 'w', **profile) as dst:\n", | |
" dst.write(src.read())" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 6, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<Figure size 432x288 with 1 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"with rasterio.open(\"/home/denis/git/rasterio/tests/data/RGB.byte.tif\") as src:\n", | |
" show(src)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<Figure size 432x288 with 1 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"with rasterio.open(\"/tmp/test-tile.tif\") as dst:\n", | |
" show(dst)" | |
] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 3", | |
"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": "3.6.6" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 2 | |
} |
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