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@drnextgis
Last active June 11, 2020 20:44
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"%matplotlib inline \n",
"import rasterio\n",
"import numpy as np\n",
"from rasterio.plot import show\n",
"from affine import Affine\n",
"from rasterio.warp import reproject"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"with rasterio.open(\"/home/denis/git/rasterio/tests/data/RGB.byte.tif\") as src:\n",
" dst_transform = src.transform * Affine.rotation(45)\n",
" dst_shape = (3, src.height * 2, src.width * 2)\n",
" destination = np.zeros(dst_shape, np.uint8)\n",
" reproject(\n",
" source=rasterio.band(src, src.indexes),\n",
" destination=destination,\n",
" dst_transform=dst_transform,\n",
" dst_crs=src.crs,\n",
" )\n",
" with rasterio.open(\n",
" \"/vsimem/rotated.tif\",\n",
" \"w\",\n",
" driver=\"GTiff\",\n",
" width=dst_shape[2],\n",
" height=dst_shape[1],\n",
" count=src.count,\n",
" crs=src.crs,\n",
" transform=dst_transform,\n",
" dtype=np.uint8,\n",
" ) as dst:\n",
" dst.write(destination)"
]
},
{
"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(\"/home/denis/git/rasterio/tests/data/RGB.byte.tif\") as src:\n",
" show(src)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"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(\"/vsimem/rotated.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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