{ "cells": [ { "cell_type": "markdown", "id": "65a32b4a-9359-47f0-a05a-db58b3d1ef56", "metadata": {}, "source": [ "## Using Kerchunk\n", "\n", "In this notebook, we'll use a Kerchunk index file to speed up the *metadata reading* for a large collection of NetCDF files. The actual data will still be in the original NetCDF files.\n", "\n", "## Kerchunk Background\n", "\n", "In the last notebook, we saw that accessing data from the NetCDF file over the network was slow, in part because it was making a bunch of HTTP requests just to read some metadata that's scattered around the NetCDF file. With a Kerchunk index file, you get to bypass all that seeking around for metadata: it's already been extracted into the index file. While that's maybe not a huge deal for a *single* NetCDF file, it matters a bunch when you're dealing with thousands of NetCDF files (1,000 files * 1.5 seconds per file = ~25 minutes *just to read metadata*)." ] }, { "cell_type": "code", "execution_count": 1, "id": "a1218108-1a56-4dd7-8e2f-799393f3ee7b", "metadata": { "tags": [] }, "outputs": [], "source": [ "import adlfs\n", "import xarray as xr\n", "import fsspec\n", "import json\n", "import odc.geo\n", "import rioxarray\n", "import requests\n", "import pyproj\n", "import planetary_computer\n", "import pystac_client\n", "import geopandas\n", "\n", "# force xarray to import everything\n", "xr.tutorial.open_dataset(\"air_temperature\");" ] }, { "cell_type": "code", "execution_count": 2, "id": "15b91d65-7f7c-43a4-949d-e19150d6802d", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 580 ms, sys: 59.9 ms, total: 640 ms\n", "Wall time: 945 ms\n" ] }, { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset>\n",
       "Dimensions:         (time: 6866, feature_id: 2776738, reference_time: 1)\n",
       "Coordinates:\n",
       "  * feature_id      (feature_id) float64 101.0 179.0 181.0 ... 1.18e+09 1.18e+09\n",
       "  * reference_time  (reference_time) datetime64[ns] 2022-06-29\n",
       "  * time            (time) datetime64[ns] 2022-06-29T01:00:00 ... 2023-04-21T...\n",
       "Data variables:\n",
       "    crs             (time) object dask.array<chunksize=(1,), meta=np.ndarray>\n",
       "    nudge           (time, feature_id) float64 dask.array<chunksize=(1, 2776738), meta=np.ndarray>\n",
       "    qBtmVertRunoff  (time, feature_id) float64 dask.array<chunksize=(1, 2776738), meta=np.ndarray>\n",
       "    qBucket         (time, feature_id) float64 dask.array<chunksize=(1, 2776738), meta=np.ndarray>\n",
       "    qSfcLatRunoff   (time, feature_id) float64 dask.array<chunksize=(1, 2776738), meta=np.ndarray>\n",
       "    streamflow      (time, feature_id) float64 dask.array<chunksize=(1, 2776738), meta=np.ndarray>\n",
       "    velocity        (time, feature_id) float64 dask.array<chunksize=(1, 2776738), meta=np.ndarray>\n",
       "Attributes: (12/19)\n",
       "    Conventions:                CF-1.6\n",
       "    NWM_version_number:         v2.2\n",
       "    TITLE:                      OUTPUT FROM NWM v2.2\n",
       "    cdm_datatype:               Station\n",
       "    code_version:               v5.2.0-beta2\n",
       "    dev:                        dev_ prefix indicates development/internal me...\n",
       "    ...                         ...\n",
       "    model_output_type:          channel_rt\n",
       "    model_output_valid_time:    2022-06-29_01:00:00\n",
       "    model_total_valid_times:    18\n",
       "    proj4:                      +proj=lcc +units=m +a=6370000.0 +b=6370000.0 ...\n",
       "    station_dimension:          feature_id\n",
       "    stream_order_output:        1
" ], "text/plain": [ "\n", "Dimensions: (time: 6866, feature_id: 2776738, reference_time: 1)\n", "Coordinates:\n", " * feature_id (feature_id) float64 101.0 179.0 181.0 ... 1.18e+09 1.18e+09\n", " * reference_time (reference_time) datetime64[ns] 2022-06-29\n", " * time (time) datetime64[ns] 2022-06-29T01:00:00 ... 2023-04-21T...\n", "Data variables:\n", " crs (time) object dask.array\n", " nudge (time, feature_id) float64 dask.array\n", " qBtmVertRunoff (time, feature_id) float64 dask.array\n", " qBucket (time, feature_id) float64 dask.array\n", " qSfcLatRunoff (time, feature_id) float64 dask.array\n", " streamflow (time, feature_id) float64 dask.array\n", " velocity (time, feature_id) float64 dask.array\n", "Attributes: (12/19)\n", " Conventions: CF-1.6\n", " NWM_version_number: v2.2\n", " TITLE: OUTPUT FROM NWM v2.2\n", " cdm_datatype: Station\n", " code_version: v5.2.0-beta2\n", " dev: dev_ prefix indicates development/internal me...\n", " ... ...\n", " model_output_type: channel_rt\n", " model_output_valid_time: 2022-06-29_01:00:00\n", " model_total_valid_times: 18\n", " proj4: +proj=lcc +units=m +a=6370000.0 +b=6370000.0 ...\n", " station_dimension: feature_id\n", " stream_order_output: 1" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "%%time\n", "m = fsspec.get_mapper(\n", " \"reference://\",\n", " fo=\"abfs://ciroh/short-range-channel_rt-kerchunk/reference.json\",\n", " remote_options={\"account_name\": \"noaanwm\"},\n", " target_options={\"account_name\": \"noaanwm\"},\n", " skip_instance_cache=True,\n", ")\n", "\n", "channel_rt = xr.open_dataset(m, engine=\"zarr\", consolidated=False, chunks={\"time\": 1})\n", "channel_rt" ] }, { "cell_type": "markdown", "id": "60c29cd1-aba7-458f-b11b-4593337e42fd", "metadata": {}, "source": [ "So in about a second, we opened up the Kerchunk index file and used that to build our Dataset. Doing that from the raw NetCDF files would have taken ~hours.\n", "\n", "You'll notice we're using the `zarr` engine for xarray. That's just a convenient way to expose Kerchunk indexed data to anything that can read Zarr (like xarray), without having to write a dedicated \"kerchunk\" reader. The raw data are still in the HDF5 files pushed to Azure by NODD. This actually exposes a bit about how Kerchunk works. Our \"mapper\", `m` has all of the metadata already in-memory.\n", "\n", "Zarr uses a simple dictionary-like interface with well-known keys. You can get the global attributes at `.zattrs`." ] }, { "cell_type": "code", "execution_count": 3, "id": "cc901c85-b0e2-4b54-9131-f81f2d2114fb", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "{'Conventions': 'CF-1.6',\n", " 'NWM_version_number': 'v2.2',\n", " 'TITLE': 'OUTPUT FROM NWM v2.2',\n", " 'cdm_datatype': 'Station',\n", " 'code_version': 'v5.2.0-beta2',\n", " 'dev': 'dev_ prefix indicates development/internal meta data',\n", " 'dev_NOAH_TIMESTEP': 3600,\n", " 'dev_OVRTSWCRT': 1,\n", " 'dev_channelBucket_only': 0,\n", " 'dev_channel_only': 0,\n", " 'featureType': 'timeSeries',\n", " 'model_configuration': 'short_range',\n", " 'model_initialization_time': '2022-06-29_00:00:00',\n", " 'model_output_type': 'channel_rt',\n", " 'model_output_valid_time': '2022-06-29_01:00:00',\n", " 'model_total_valid_times': 18,\n", " 'proj4': '+proj=lcc +units=m +a=6370000.0 +b=6370000.0 +lat_1=30.0 +lat_2=60.0 +lat_0=40.0 +lon_0=-97.0 +x_0=0 +y_0=0 +k_0=1.0 +nadgrids=@',\n", " 'station_dimension': 'feature_id',\n", " 'stream_order_output': 1}" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "json.loads(m[\".zattrs\"]) # matches channel_rt.attrs" ] }, { "cell_type": "markdown", "id": "1a017473-8180-4005-a79d-0f538e93a261", "metadata": {}, "source": [ "Or the attributes for a specific array:" ] }, { "cell_type": "code", "execution_count": 4, "id": "3e3681c2-e511-4174-bdfa-5fcda58af767", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "{'_ARRAY_DIMENSIONS': ['time', 'feature_id'],\n", " 'add_offset': 0.0,\n", " 'coordinates': 'latitude longitude',\n", " 'grid_mapping': 'crs',\n", " 'long_name': 'River Flow',\n", " 'missing_value': -999900,\n", " 'scale_factor': 0.009999999776482582,\n", " 'units': 'm3 s-1',\n", " 'valid_range': [0, 5000000]}" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "json.loads(m[\"streamflow/.zattrs\"]) # channel_rt.streamflow.attrs" ] }, { "cell_type": "markdown", "id": "f21e10a5-3ddf-427f-bfd5-d896ce9e6299", "metadata": {}, "source": [ "Those attributes saved in the Kerchunk index file, and so don't require any (additional) HTTP requests to get. But we *don't* want to re-save the large data variables, since we don't want to host the data twice. So what happens when you want to read a data variable? Well, we can look at the `references` attribute backing this mapping to find out." ] }, { "cell_type": "code", "execution_count": 10, "id": "e57f38e8-c80c-433c-a84f-43e84495ca23", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "['abfs://nwm/nwm.20220629/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc',\n", " 614098,\n", " 1860920]" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "m.fs.references[\"streamflow/0.0\"]" ] }, { "cell_type": "markdown", "id": "dbbd38ea-f4b0-4f3b-aad6-b32e5d856a43", "metadata": {}, "source": [ "In a typical Zarr dataset, accessing an array at `/0.0` would give you the actual bytes for the data at that location. But recall that with Kerchunk the original data is buried in some NetCDF file. Kerchunk has extracted three pieces of information:\n", "\n", "1. The URL where this chunk of data comes from\n", "2. The *offset* within that file\n", "3. The *size* of the chunk of data, in bytes, on disk\n", "\n", "Thanks to HTTP range requests (the same thing that powers streaming video) we can request just the subset of the file we need. When a high-level library like xarray asks the data in that chunk, this toolchain (of zarr, fsspec's reference filesystem, and adlfs) will make the HTTP range request in the background and deliver the bytes." ] }, { "cell_type": "code", "execution_count": 11, "id": "03546aca-b432-4c60-874e-956d21ffc12b", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 359 ms, sys: 61 ms, total: 420 ms\n", "Wall time: 426 ms\n" ] } ], "source": [ "%time df = channel_rt.isel(time=0)[[\"streamflow\", \"velocity\"]].load().to_dataframe()" ] }, { "cell_type": "code", "execution_count": 12, "id": "19616745-9785-4a60-a0a5-93422d598c43", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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"text/html": [ "" ], "text/plain": [ "\n", "array([[4294967295, 4281005311, 4280873983, ..., 0, 0,\n", " 0],\n", " [4294901503, 4291821311, 4278569727, ..., 0, 0,\n", " 0],\n", " [ 0, 0, 0, ..., 0, 0,\n", " 0],\n", " ...,\n", " [ 0, 0, 0, ..., 0, 0,\n", " 0],\n", " [ 0, 0, 0, ..., 0, 0,\n", " 0],\n", " [ 0, 0, 0, ..., 0, 0,\n", " 0]], dtype=uint32)\n", "Coordinates:\n", " * streamflow (streamflow) float64 0.008193 0.02458 0.04097 ... 9.808 9.824\n", " * velocity (velocity) float64 0.002536 0.007609 0.01268 ... 3.036 3.041" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import datashader\n", "import colorcet\n", "import numpy as np\n", "\n", "cvs = datashader.Canvas(plot_width=600, plot_height=600)\n", "agg = cvs.points(np.log1p(df[[\"streamflow\", \"velocity\"]]), \"streamflow\", \"velocity\")\n", "img = datashader.tf.shade(agg, cmap=colorcet.fire)\n", "img" ] }, { "cell_type": "markdown", "id": "29dd1f8e-0495-416a-8c6b-2903dd5bb6c2", "metadata": {}, "source": [ "One very important caveat: because Kerchunk is just an index on the existing data, we inherit all of the limitations of its chunking structure. This datsaet is chunked by hour along `time`. If you want all the data for a single timestamp, this is ideal. We'll return to this later." ] }, { "cell_type": "markdown", "id": "f071fc36-90c1-401f-8733-fdc150fc8033", "metadata": {}, "source": [ "If you're interested in *generating* the Kerchunk files, see the [processing directory](https://github.com/TomAugspurger/noaa-nwm/tree/main/processing). I used the [pangeo-forge](https://pangeo-forge.org/) library to write a \"recipe\" for generating Kerchunk index files from a bunch of NetCDF files, and stick them together properly. I then executed that job using the same Kubernetes cluster we're using for this workshop." ] }, { "cell_type": "markdown", "id": "829fe0be-2a35-4b17-96fb-06b3bcdc4bd8", "metadata": {}, "source": [ "### Exercise: Have fun!\n", "\n", "I've also created Kerchunk indexes for the 0-hour forecasts for `land` and `forcing`. These are pretty large datasets, so be careful acessing too much data. The index files alone are ~200MB of JSON." ] }, { "cell_type": "code", "execution_count": 13, "id": "8ce22835-5f07-4250-bf31-ef1e67a92d94", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 5.91 s, sys: 690 ms, total: 6.6 s\n", "Wall time: 7.15 s\n" ] }, { "data": { "text/html": [ "
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<xarray.Dataset>\n",
       "Dimensions:         (time: 6992, y: 3840, x: 4608, reference_time: 1)\n",
       "Coordinates:\n",
       "  * reference_time  (reference_time) datetime64[ns] 2022-06-29\n",
       "  * time            (time) datetime64[ns] 2022-06-29T01:00:00 ... 2023-04-26T...\n",
       "  * x               (x) float64 -2.303e+06 -2.302e+06 ... 2.303e+06 2.304e+06\n",
       "  * y               (y) float64 -1.92e+06 -1.919e+06 ... 1.918e+06 1.919e+06\n",
       "Data variables:\n",
       "    ACCET           (time, y, x) float64 dask.array<chunksize=(1, 768, 922), meta=np.ndarray>\n",
       "    FSNO            (time, y, x) float64 dask.array<chunksize=(1, 768, 922), meta=np.ndarray>\n",
       "    SNEQV           (time, y, x) float64 dask.array<chunksize=(1, 768, 922), meta=np.ndarray>\n",
       "    SNOWH           (time, y, x) float64 dask.array<chunksize=(1, 768, 922), meta=np.ndarray>\n",
       "    SNOWT_AVG       (time, y, x) float64 dask.array<chunksize=(1, 768, 922), meta=np.ndarray>\n",
       "    SOILSAT_TOP     (time, y, x) float64 dask.array<chunksize=(1, 768, 922), meta=np.ndarray>\n",
       "    crs             (time) object dask.array<chunksize=(1,), meta=np.ndarray>\n",
       "Attributes:\n",
       "    Conventions:                CF-1.6\n",
       "    GDAL_DataType:              Generic\n",
       "    NWM_version_number:         v2.2\n",
       "    TITLE:                      OUTPUT FROM NWM v2.2\n",
       "    code_version:               v5.2.0-beta2\n",
       "    model_configuration:        short_range\n",
       "    model_initialization_time:  2022-06-29_00:00:00\n",
       "    model_output_type:          land\n",
       "    model_output_valid_time:    2022-06-29_01:00:00\n",
       "    model_total_valid_times:    18\n",
       "    proj4:                      +proj=lcc +units=m +a=6370000.0 +b=6370000.0 ...
" ], "text/plain": [ "\n", "Dimensions: (time: 6992, y: 3840, x: 4608, reference_time: 1)\n", "Coordinates:\n", " * reference_time (reference_time) datetime64[ns] 2022-06-29\n", " * time (time) datetime64[ns] 2022-06-29T01:00:00 ... 2023-04-26T...\n", " * x (x) float64 -2.303e+06 -2.302e+06 ... 2.303e+06 2.304e+06\n", " * y (y) float64 -1.92e+06 -1.919e+06 ... 1.918e+06 1.919e+06\n", "Data variables:\n", " ACCET (time, y, x) float64 dask.array\n", " FSNO (time, y, x) float64 dask.array\n", " SNEQV (time, y, x) float64 dask.array\n", " SNOWH (time, y, x) float64 dask.array\n", " SNOWT_AVG (time, y, x) float64 dask.array\n", " SOILSAT_TOP (time, y, x) float64 dask.array\n", " crs (time) object dask.array\n", "Attributes:\n", " Conventions: CF-1.6\n", " GDAL_DataType: Generic\n", " NWM_version_number: v2.2\n", " TITLE: OUTPUT FROM NWM v2.2\n", " code_version: v5.2.0-beta2\n", " model_configuration: short_range\n", " model_initialization_time: 2022-06-29_00:00:00\n", " model_output_type: land\n", " model_output_valid_time: 2022-06-29_01:00:00\n", " model_total_valid_times: 18\n", " proj4: +proj=lcc +units=m +a=6370000.0 +b=6370000.0 ..." ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "%%time\n", "fo = requests.get(\n", " \"https://noaanwm.blob.core.windows.net/ciroh/short-range-land-kerchunk/reference.json\"\n", ").json()\n", "m = fsspec.get_mapper(\n", " \"reference://\",\n", " fo=fo,\n", " remote_options={\"account_name\": \"noaanwm\"},\n", " target_options={\"account_name\": \"noaanwm\"},\n", ")\n", "\n", "land = xr.open_dataset(m, engine=\"zarr\", consolidated=False, chunks={\"time\": 1})\n", "land" ] }, { "cell_type": "code", "execution_count": 14, "id": "98cc3eb8-2e70-4b16-bd53-087d04cbf916", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 8.05 s, sys: 1.03 s, total: 9.08 s\n", "Wall time: 9.85 s\n" ] }, { "data": { "text/html": [ "
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<xarray.Dataset>\n",
       "Dimensions:         (time: 7306, y: 3840, x: 4608, reference_time: 1)\n",
       "Coordinates:\n",
       "  * reference_time  (reference_time) datetime64[ns] 2022-06-29\n",
       "  * time            (time) datetime64[ns] 2022-06-29T01:00:00 ... 2023-04-29T...\n",
       "  * x               (x) float64 -2.303e+06 -2.302e+06 ... 2.303e+06 2.304e+06\n",
       "  * y               (y) float64 -1.92e+06 -1.919e+06 ... 1.918e+06 1.919e+06\n",
       "Data variables:\n",
       "    LWDOWN          (time, y, x) float64 dask.array<chunksize=(1, 768, 922), meta=np.ndarray>\n",
       "    PSFC            (time, y, x) float64 dask.array<chunksize=(1, 768, 922), meta=np.ndarray>\n",
       "    Q2D             (time, y, x) float64 dask.array<chunksize=(1, 768, 922), meta=np.ndarray>\n",
       "    RAINRATE        (time, y, x) float32 dask.array<chunksize=(1, 768, 922), meta=np.ndarray>\n",
       "    SWDOWN          (time, y, x) float64 dask.array<chunksize=(1, 768, 922), meta=np.ndarray>\n",
       "    T2D             (time, y, x) float64 dask.array<chunksize=(1, 768, 922), meta=np.ndarray>\n",
       "    U2D             (time, y, x) float64 dask.array<chunksize=(1, 768, 922), meta=np.ndarray>\n",
       "    V2D             (time, y, x) float64 dask.array<chunksize=(1, 768, 922), meta=np.ndarray>\n",
       "    crs             object ...\n",
       "Attributes:\n",
       "    NWM_version_number:         v2.2\n",
       "    model_configuration:        short_range\n",
       "    model_initialization_time:  2022-06-29_00:00:00\n",
       "    model_output_type:          forcing\n",
       "    model_output_valid_time:    2022-06-29_01:00:00\n",
       "    model_total_valid_times:    18
" ], "text/plain": [ "\n", "Dimensions: (time: 7306, y: 3840, x: 4608, reference_time: 1)\n", "Coordinates:\n", " * reference_time (reference_time) datetime64[ns] 2022-06-29\n", " * time (time) datetime64[ns] 2022-06-29T01:00:00 ... 2023-04-29T...\n", " * x (x) float64 -2.303e+06 -2.302e+06 ... 2.303e+06 2.304e+06\n", " * y (y) float64 -1.92e+06 -1.919e+06 ... 1.918e+06 1.919e+06\n", "Data variables:\n", " LWDOWN (time, y, x) float64 dask.array\n", " PSFC (time, y, x) float64 dask.array\n", " Q2D (time, y, x) float64 dask.array\n", " RAINRATE (time, y, x) float32 dask.array\n", " SWDOWN (time, y, x) float64 dask.array\n", " T2D (time, y, x) float64 dask.array\n", " U2D (time, y, x) float64 dask.array\n", " V2D (time, y, x) float64 dask.array\n", " crs object ...\n", "Attributes:\n", " NWM_version_number: v2.2\n", " model_configuration: short_range\n", " model_initialization_time: 2022-06-29_00:00:00\n", " model_output_type: forcing\n", " model_output_valid_time: 2022-06-29_01:00:00\n", " model_total_valid_times: 18" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "%%time\n", "fo = requests.get(\n", " \"https://noaanwm.blob.core.windows.net/ciroh/short-range-forcing-kerchunk/reference.json\"\n", ").json()\n", "m = fsspec.get_mapper(\n", " \"reference://\",\n", " fo=fo,\n", " remote_options={\"account_name\": \"noaanwm\"},\n", " target_options={\"account_name\": \"noaanwm\"},\n", ")\n", "\n", "forcing = xr.open_dataset(m, engine=\"zarr\", consolidated=False, chunks={\"time\": 1})\n", "forcing" ] }, { "cell_type": "markdown", "id": "cf61743d-58dd-429e-9b15-3b6a50473278", "metadata": {}, "source": [ "As an example, let's load up the state boundary for Iowa from the Planetary Computer's [US Census dataset](https://planetarycomputer.microsoft.com/dataset/us-census)." ] }, { "cell_type": "code", "execution_count": 10, "id": "8b26ab8a-8600-4690-afcc-a337788758cb", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/svg+xml": [ "" ], "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Get the state boundary for Iowa\n", "catalog = pystac_client.Client.open(\n", " \"http://planetarycomputer.microsoft.com/api/stac/v1\",\n", " modifier=planetary_computer.sign_inplace,\n", ")\n", "collection = catalog.get_collection(\"us-census\")\n", "\n", "states = collection.get_item(\"2020-cb_2020_us_state_500k\").assets[\"data\"]\n", "\n", "df = geopandas.read_parquet(\n", " states.href,\n", " storage_options=states.extra_fields[\"table:storage_options\"],\n", " columns=[\"STUSPS\", \"geometry\"],\n", ")\n", "ia = df.loc[df.STUSPS == \"IA\", \"geometry\"].item()\n", "ia" ] }, { "cell_type": "markdown", "id": "653351d9-92dc-4c8f-8260-c46a401acd4a", "metadata": {}, "source": [ "We can clip the full `forcing` data down to that state boundary (as long as we're careful with reference systems):" ] }, { "cell_type": "code", "execution_count": 11, "id": "2fdc3d8d-2d47-4a10-a4e2-7376177f3637", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.DataArray 'T2D' (time: 7306, y: 337, x: 519)>\n",
       "dask.array<getitem, shape=(7306, 337, 519), dtype=float64, chunksize=(1, 328, 433), chunktype=numpy.ndarray>\n",
       "Coordinates:\n",
       "  * time     (time) datetime64[ns] 2022-06-29T01:00:00 ... 2023-04-29T11:00:00\n",
       "  * x        (x) float64 2.95e+04 3.05e+04 3.15e+04 ... 5.465e+05 5.475e+05\n",
       "  * y        (y) float64 5.65e+04 5.75e+04 5.85e+04 ... 3.915e+05 3.925e+05\n",
       "    crs      int64 0\n",
       "Attributes:\n",
       "    cell_methods:    time: point\n",
       "    esri_pe_string:  PROJCS["Lambert_Conformal_Conic",GEOGCS["GCS_Sphere",DAT...\n",
       "    grid_mapping:    crs\n",
       "    long_name:       2-m Air Temperature\n",
       "    proj4:           +proj=lcc +units=m +a=6370000.0 +b=6370000.0 +lat_1=30.0...\n",
       "    remap:           remapped via ESMF regrid_with_weights: Bilinear\n",
       "    standard_name:   air_temperature\n",
       "    units:           K
" ], "text/plain": [ "\n", "dask.array\n", "Coordinates:\n", " * time (time) datetime64[ns] 2022-06-29T01:00:00 ... 2023-04-29T11:00:00\n", " * x (x) float64 2.95e+04 3.05e+04 3.15e+04 ... 5.465e+05 5.475e+05\n", " * y (y) float64 5.65e+04 5.75e+04 5.85e+04 ... 3.915e+05 3.925e+05\n", " crs int64 0\n", "Attributes:\n", " cell_methods: time: point\n", " esri_pe_string: PROJCS[\"Lambert_Conformal_Conic\",GEOGCS[\"GCS_Sphere\",DAT...\n", " grid_mapping: crs\n", " long_name: 2-m Air Temperature\n", " proj4: +proj=lcc +units=m +a=6370000.0 +b=6370000.0 +lat_1=30.0...\n", " remap: remapped via ESMF regrid_with_weights: Bilinear\n", " standard_name: air_temperature\n", " units: K" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pyproj\n", "\n", "crs = pyproj.CRS.from_cf(forcing.crs.attrs)\n", "forcing = forcing.rio.write_crs(crs)\n", "\n", "# Note this is still lazy\n", "subset = forcing.T2D.rio.clip([ia], crs=\"epsg:4326\")\n", "subset" ] }, { "cell_type": "code", "execution_count": 12, "id": "b962a926-a942-4a9a-8b8f-de4168fae334", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "subset.isel(time=0).plot(size=8, aspect=1.6);" ] }, { "cell_type": "markdown", "id": "a6e026c7", "metadata": {}, "source": [ "Spend a bit of time playing around with these datasets.\n", "\n", "When you're done here, close down the kernel and move on to [Timeseries](04-timeseries.ipynb)." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.10.10" } }, "nbformat": 4, "nbformat_minor": 5 }