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@scottyhq
Created December 4, 2018 04:44
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rasterio and xarray working together
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Example of rasterio.vrt.WarpedVRT integration with xarray.open_rasterio\n",
"\n",
"*The point here is to do on-the-fly reprojection when data is moved from cloud storage into local RAM*"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import rasterio\n",
"from rasterio.vrt import WarpedVRT\n",
"import xarray as xr\n",
"import pyproj \n",
"\n",
"import matplotlib.pyplot as plt\n",
"%matplotlib inline\n",
"%load_ext autoreload"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"INSTALLED VERSIONS\n",
"------------------\n",
"commit: 35c5afbc46a84c1e12031e2cc9a21445a7bab9a5\n",
"python: 3.6.7 | packaged by conda-forge | (default, Nov 20 2018, 18:20:05) \n",
"[GCC 4.2.1 Compatible Apple LLVM 9.0.0 (clang-900.0.37)]\n",
"python-bits: 64\n",
"OS: Darwin\n",
"OS-release: 18.2.0\n",
"machine: x86_64\n",
"processor: i386\n",
"byteorder: little\n",
"LC_ALL: None\n",
"LANG: en_US.UTF-8\n",
"LOCALE: en_US.UTF-8\n",
"libhdf5: 1.10.3\n",
"libnetcdf: 4.6.1\n",
"\n",
"xarray: 0.11.0+11.g35c5afbc\n",
"pandas: 0.23.4\n",
"numpy: 1.15.1\n",
"scipy: 1.1.0\n",
"netCDF4: 1.4.2\n",
"pydap: installed\n",
"h5netcdf: 0.6.2\n",
"h5py: 2.8.0\n",
"Nio: None\n",
"zarr: 2.2.0\n",
"cftime: 1.0.2.1\n",
"PseudonetCDF: None\n",
"rasterio: 1.0.11\n",
"cfgrib: installed\n",
"iris: None\n",
"bottleneck: 1.2.1\n",
"cyordereddict: None\n",
"dask: 1.0.0\n",
"distributed: 1.25.0\n",
"matplotlib: 2.2.3\n",
"cartopy: None\n",
"seaborn: 0.9.0\n",
"setuptools: 40.6.2\n",
"pip: 18.1\n",
"conda: None\n",
"pytest: 4.0.1\n",
"IPython: 7.2.0\n",
"sphinx: None\n"
]
}
],
"source": [
"xr.show_versions()"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"# Lansat8 is a public dataset on Google Cloud\n",
"# Stored as tiles geotiff in UTM CRS, 30m posting\n",
"url = 'https://storage.googleapis.com/\\\n",
"gcp-public-data-landsat/LC08/01/047/027/\\\n",
"LC08_L1TP_047027_20130421_20170310_01_T1/\\\n",
"LC08_L1TP_047027_20130421_20170310_01_T1_B4.TIF'"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"# rasterio uses an environment context manager\n",
"env = rasterio.Env(GDAL_DISABLE_READDIR_ON_OPEN='EMPTY_DIR',\n",
" CPL_VSIL_CURL_USE_HEAD=False,\n",
" CPL_VSIL_CURL_ALLOWED_EXTENSIONS='TIF')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Load rasterio vrt object with open_rasterio"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'driver': 'GTiff', 'dtype': 'uint16', 'nodata': None, 'width': 7751, 'height': 7531, 'count': 1, 'crs': CRS({'init': 'epsg:32610'}), 'transform': Affine(30.0, 0.0, 356685.0,\n",
" 0.0, -30.0, 5367615.0), 'blockxsize': 256, 'blockysize': 256, 'tiled': True, 'compress': 'lzw', 'interleave': 'band'}\n",
"{'driver': 'VRT', 'dtype': 'uint16', 'nodata': None, 'width': 9183, 'height': 5981, 'count': 1, 'crs': CRS({'init': 'epsg:4326', 'no_defs': True}), 'transform': Affine(0.000342425323647155, 0.0, -124.93801050800107,\n",
" 0.0, -0.000342425323647155, 48.46166943472688), 'blockxsize': 512, 'blockysize': 128, 'tiled': True}\n",
"<xarray.DataArray (band: 1, y: 5981, x: 9183)>\n",
"[54923523 values with dtype=uint16]\n",
"Coordinates:\n",
" * band (band) int64 1\n",
" * y (y) float64 48.46 48.46 48.46 48.46 ... 46.41 46.41 46.41 46.41\n",
" * x (x) float64 -124.9 -124.9 -124.9 -124.9 ... -121.8 -121.8 -121.8\n",
"Attributes:\n",
" transform: (0.000342425323647155, 0.0, -124.93801050800107, 0.0, -0.000...\n",
" crs: +init=epsg:4326 +no_defs\n",
" res: (0.000342425323647155, 0.000342425323647155)\n",
" is_tiled: 1\n",
" nodatavals: (nan,)\n"
]
}
],
"source": [
"# Lazy in-memory warping from UTM to WGS84 lat/lon\n",
"with env:\n",
" with rasterio.open(url) as src:\n",
" print(src.profile)\n",
" with WarpedVRT(src, crs='epsg:4326') as vrt:\n",
" print(vrt.profile)\n",
" with xr.open_rasterio(vrt) as da:\n",
" print(da)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Pull subset of image (10km x 20km pixel box in center of image)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"469650.0 5251350.0\n",
"<xarray.DataArray (band: 1, y: 7531, x: 7751)>\n",
"[58372781 values with dtype=uint16]\n",
"Coordinates:\n",
" * band (band) int64 1\n",
" * y (y) float64 5.368e+06 5.368e+06 5.368e+06 ... 5.142e+06 5.142e+06\n",
" * x (x) float64 3.567e+05 3.567e+05 3.568e+05 ... 5.892e+05 5.892e+05\n",
"Attributes:\n",
" transform: (30.0, 0.0, 356685.0, 0.0, -30.0, 5367615.0)\n",
" crs: +init=epsg:32610\n",
" res: (30.0, 30.0)\n",
" is_tiled: 1\n",
" nodatavals: (nan,)\n"
]
},
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x11c1c6a20>"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Unprojected\n",
"with env:\n",
" with rasterio.open(url) as src:\n",
" xcen, ycen = src.width//2, src.height//2\n",
" east, north = src.xy(xcen,ycen)\n",
" utm = pyproj.Proj(src.crs) #we'll use this later to convert coordinates\n",
" print(east, north)\n",
" da = xr.open_rasterio(src)\n",
"print(da)\n",
"#da.isel(dict(band=0, x=slice(xcen-250, xcen+250), y=slice(ycen-500, ycen+500))).plot.imshow(center=False)\n",
"#Note slice starts w/ north +10 since dy=-30\n",
"da.sel(band=1, x=slice(east-5e3, east+5e3), y=slice(north+10e3, north-10e3)).plot.imshow(center=False)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"-123.46941343450654 -123.33548109903441 47.325127998331794 47.50462040692757\n"
]
}
],
"source": [
"# convert our bounds to wgs84\n",
"ul = (east-5e3,north+10e3)\n",
"lr = (east+5e3,north-10e3)\n",
"left, top = utm(*ul, inverse=True)\n",
"right, bottom = utm(*lr, inverse=True)\n",
"print(left, right, bottom, top)"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"<xarray.DataArray (band: 1, y: 5981, x: 9183)>\n",
"[54923523 values with dtype=uint16]\n",
"Coordinates:\n",
" * band (band) int64 1\n",
" * y (y) float64 48.46 48.46 48.46 48.46 ... 46.41 46.41 46.41 46.41\n",
" * x (x) float64 -124.9 -124.9 -124.9 -124.9 ... -121.8 -121.8 -121.8\n",
"Attributes:\n",
" transform: (0.000342425323647155, 0.0, -124.93801050800107, 0.0, -0.000...\n",
" crs: +init=epsg:4326 +no_defs\n",
" res: (0.000342425323647155, 0.000342425323647155)\n",
" is_tiled: 1\n",
" nodatavals: (nan,)\n"
]
},
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x11e4e81d0>"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Projected\n",
"# Use geopandas to get the window bounds\n",
"with env:\n",
" with rasterio.open(url) as src:\n",
" with WarpedVRT(src, crs='epsg:4326') as vrt:\n",
" da = xr.open_rasterio(vrt)\n",
"\n",
"print(da)\n",
"da.sel(band=1, x=slice(left, right), y=slice(top, bottom)).plot.imshow(center=False)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Save subset to geotiff"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"\n",
"with env:\n",
" with rasterio.open(url) as src:\n",
" profile = src.profile.copy()\n",
" with WarpedVRT(src, crs='epsg:4326') as vrt:\n",
" da = xr.open_rasterio(vrt)\n",
" \n",
" # Do xarray processing here!\n",
" subset = da.sel(band=1, x=slice(left, right), y=slice(top, bottom))\n",
" subset = subset.where(subset<15e3, 0) #keep only values less than 15e3\n",
" data = subset.data\n",
" \n",
" window = rasterio.windows.from_bounds(left, bottom, right, top, vrt.transform)\n",
"\n",
" profile.update({\n",
" 'driver': 'GTiff',\n",
" 'height': window.height,\n",
" 'width': window.width,\n",
" 'transform': vrt.window_transform(window)})\n",
" \n",
" with rasterio.open('test.tif', 'w', **profile) as dst:\n",
" dst.write_band(1, data)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x11e9961d0>"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"with env:\n",
" da = xr.open_rasterio('test.tif')\n",
"da.sel(band=1).plot.imshow()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Try with dask distributed"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<table style=\"border: 2px solid white;\">\n",
"<tr>\n",
"<td style=\"vertical-align: top; border: 0px solid white\">\n",
"<h3>Client</h3>\n",
"<ul>\n",
" <li><b>Scheduler: </b>tcp://127.0.0.1:58393\n",
" <li><b>Dashboard: </b><a href='http://127.0.0.1:8787/status' target='_blank'>http://127.0.0.1:8787/status</a>\n",
"</ul>\n",
"</td>\n",
"<td style=\"vertical-align: top; border: 0px solid white\">\n",
"<h3>Cluster</h3>\n",
"<ul>\n",
" <li><b>Workers: </b>8</li>\n",
" <li><b>Cores: </b>8</li>\n",
" <li><b>Memory: </b>17.18 GB</li>\n",
"</ul>\n",
"</td>\n",
"</tr>\n",
"</table>"
],
"text/plain": [
"<Client: scheduler='tcp://127.0.0.1:58393' processes=8 cores=8>"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from dask.distributed import Client, progress\n",
"client = Client()\n",
"client"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'driver': 'GTiff', 'dtype': 'uint16', 'nodata': None, 'width': 7751, 'height': 7531, 'count': 1, 'crs': CRS({'init': 'epsg:32610'}), 'transform': Affine(30.0, 0.0, 356685.0,\n",
" 0.0, -30.0, 5367615.0), 'blockxsize': 256, 'blockysize': 256, 'tiled': True, 'compress': 'lzw', 'interleave': 'band'}\n",
"{'driver': 'VRT', 'dtype': 'uint16', 'nodata': None, 'width': 9183, 'height': 5981, 'count': 1, 'crs': CRS({'init': 'epsg:4326', 'no_defs': True}), 'transform': Affine(0.000342425323647155, 0.0, -124.93801050800107,\n",
" 0.0, -0.000342425323647155, 48.46166943472688), 'blockxsize': 512, 'blockysize': 128, 'tiled': True}\n",
"<xarray.DataArray (band: 1, y: 5981, x: 9183)>\n",
"dask.array<shape=(1, 5981, 9183), dtype=uint16, chunksize=(1, 128, 128)>\n",
"Coordinates:\n",
" * band (band) int64 1\n",
" * y (y) float64 48.46 48.46 48.46 48.46 ... 46.41 46.41 46.41 46.41\n",
" * x (x) float64 -124.9 -124.9 -124.9 -124.9 ... -121.8 -121.8 -121.8\n",
"Attributes:\n",
" transform: (0.000342425323647155, 0.0, -124.93801050800107, 0.0, -0.000...\n",
" crs: +init=epsg:4326 +no_defs\n",
" res: (0.000342425323647155, 0.000342425323647155)\n",
" is_tiled: 1\n",
" nodatavals: (nan,)\n"
]
}
],
"source": [
"# Lazy in-memory warping from UTM to WGS84 lat/lon\n",
"with env:\n",
" with rasterio.open(url) as src:\n",
" print(src.profile)\n",
" with WarpedVRT(src, crs='epsg:4326') as vrt:\n",
" print(vrt.profile)\n",
" with xr.open_rasterio(vrt, chunks=dict(band=1, x=128, y=128)) as da:\n",
" print(da)"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"469650.0 5251350.0\n",
"<xarray.DataArray (band: 1, y: 7531, x: 7751)>\n",
"dask.array<shape=(1, 7531, 7751), dtype=uint16, chunksize=(1, 512, 512)>\n",
"Coordinates:\n",
" * band (band) int64 1\n",
" * y (y) float64 5.368e+06 5.368e+06 5.368e+06 ... 5.142e+06 5.142e+06\n",
" * x (x) float64 3.567e+05 3.567e+05 3.568e+05 ... 5.892e+05 5.892e+05\n",
"Attributes:\n",
" transform: (30.0, 0.0, 356685.0, 0.0, -30.0, 5367615.0)\n",
" crs: +init=epsg:32610\n",
" res: (30.0, 30.0)\n",
" is_tiled: 1\n",
" nodatavals: (nan,)\n",
"<xarray.DataArray (y: 667, x: 333)>\n",
"dask.array<shape=(667, 333), dtype=uint16, chunksize=(42, 333)>\n",
"Coordinates:\n",
" band int64 1\n",
" * y (y) float64 5.261e+06 5.261e+06 5.261e+06 ... 5.241e+06 5.241e+06\n",
" * x (x) float64 4.647e+05 4.647e+05 4.647e+05 ... 4.746e+05 4.746e+05\n",
"Attributes:\n",
" transform: (30.0, 0.0, 356685.0, 0.0, -30.0, 5367615.0)\n",
" crs: +init=epsg:32610\n",
" res: (30.0, 30.0)\n",
" is_tiled: 1\n",
" nodatavals: (nan,)\n"
]
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "6ae0604f468845258dfa249f068fca33",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"VBox()"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Unprojected\n",
"with env:\n",
" with rasterio.open(url) as src:\n",
" xcen, ycen = src.width//2, src.height//2\n",
" east, north = src.xy(xcen,ycen)\n",
" utm = pyproj.Proj(src.crs) #we'll use this later to convert coordinates\n",
" print(east, north)\n",
" da = xr.open_rasterio(src, chunks=dict(band=1, x=512, y=512))\n",
"print(da)\n",
"#da.isel(dict(band=0, x=slice(xcen-250, xcen+250), y=slice(ycen-500, ycen+500))).plot.imshow(center=False)\n",
"#Note slice starts w/ north +10 since dy=-30\n",
"subset = da.sel(band=1, x=slice(east-5e3, east+5e3), y=slice(north+10e3, north-10e3)).persist()\n",
"print(subset)\n",
"x = subset.persist()\n",
"progress(subset)"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x11f661dd8>"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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\n",
"text/plain": [
"<Figure size 432x288 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"subset.plot.imshow(center=False)"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"<xarray.DataArray (band: 1, y: 5981, x: 9183)>\n",
"dask.array<shape=(1, 5981, 9183), dtype=uint16, chunksize=(1, 512, 512)>\n",
"Coordinates:\n",
" * band (band) int64 1\n",
" * y (y) float64 48.46 48.46 48.46 48.46 ... 46.41 46.41 46.41 46.41\n",
" * x (x) float64 -124.9 -124.9 -124.9 -124.9 ... -121.8 -121.8 -121.8\n",
"Attributes:\n",
" transform: (0.000342425323647155, 0.0, -124.93801050800107, 0.0, -0.000...\n",
" crs: +init=epsg:4326 +no_defs\n",
" res: (0.000342425323647155, 0.000342425323647155)\n",
" is_tiled: 1\n",
" nodatavals: (nan,)\n",
"<xarray.DataArray (y: 524, x: 391)>\n",
"dask.array<shape=(524, 391), dtype=uint16, chunksize=(277, 319)>\n",
"Coordinates:\n",
" band int64 1\n",
" * y (y) float64 47.5 47.5 47.5 47.5 47.5 ... 47.33 47.33 47.33 47.33\n",
" * x (x) float64 -123.5 -123.5 -123.5 -123.5 ... -123.3 -123.3 -123.3\n",
"Attributes:\n",
" transform: (0.000342425323647155, 0.0, -124.93801050800107, 0.0, -0.000...\n",
" crs: +init=epsg:4326 +no_defs\n",
" res: (0.000342425323647155, 0.000342425323647155)\n",
" is_tiled: 1\n",
" nodatavals: (nan,)\n"
]
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "79f67d747db14ec4952e81b933f5269e",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"VBox()"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Projected\n",
"# Use geopandas to get the window bounds\n",
"with env:\n",
" with rasterio.open(url) as src:\n",
" with WarpedVRT(src, crs='epsg:4326') as vrt:\n",
" da = xr.open_rasterio(vrt, chunks=dict(band=1, x=512, y=512))\n",
"\n",
"print(da)\n",
"subset = da.sel(band=1, x=slice(left, right), y=slice(top, bottom)).persist()\n",
"print(subset)\n",
"progress(subset)"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x11f85be48>"
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"subset.plot.imshow(center=False)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Seems to be working!..\n",
"\n",
"Question: Is each open_rasterio-getitem aware of the rasterio.Env() context manager?"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"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": "3.6.7"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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