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ENH: Add support for clipping with dask #571

Open
alaws-USGS opened this issue Sep 6, 2022 · 1 comment
Open

ENH: Add support for clipping with dask #571

alaws-USGS opened this issue Sep 6, 2022 · 1 comment
Labels
dask Dask related issue. enhancement New feature or request proposal Idea for a new feature.

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@alaws-USGS
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Code Sample, a copy-pastable example if possible

cat = intake.open_catalog('https://raw.githubusercontent.com/USGS-python/hytest-catalogs/main/hytest_intake_catalog.yml')
ds = cat['conus404-40year-cloud'].to_dask()

# restrict variables to those of interest
c404 = ds["PREC_ACC_NC", "TK", "ACSWDNB", "I_ACSWDNB", "ACSWDNB", "I_ACSWDNB", "ACLWDNB", "I_ACLWDNB", "ACLWUPB", "I_ACLWUPB"]

# use slice to filter by time 
c404 = c404.sel(time=slice("1990-01-01 00:00", "1990-12-31 00:00"))

#WGS84 = EPSG:4326
c404.rio.write_crs("epsg:4326", inplace=True)

# bring in boundaries of the Deleware River Basing (DRB) and create single polygon
drb = pygeohydro.WBD("huc6", outfields=["huc6", "name"]).byids("huc6", ["020401", "020402"])
# create a column where all entries have the same value and dissolve
drb["name"] = "DRB"
drb = drb.dissolve(by="name")

# clip data to precise geometry of Delaware River Basin
c404_drb = c404.rio.clip(drb.geometry, drop=True, invert=False, from_disk=True)

Problem description

The clipped xarray dataset c404_drb is not clipped to the bounds of drb.geometry. The CRS for both datasets has been confirmed to be the same.

Expected Output

An xarray dataset clipped to the correct polygon bounds.

Environment Information

rioxarray = 0.11.2

Installation method

conda

Conda environment information (if you installed with conda):


Environment (conda list): 
# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                 conda_forge    conda-forge
_openmp_mutex             4.5                       2_gnu    conda-forge
abseil-cpp                20211102.0           h93e1e8c_3    conda-forge
adal                      1.2.7              pyhd8ed1ab_0    conda-forge
adlfs                     2022.9.0           pyhd8ed1ab_0    conda-forge
affine                    2.3.1              pyhd8ed1ab_0    conda-forge
aiobotocore               2.4.0              pyhd8ed1ab_0    conda-forge
aiodns                    3.0.0              pyhd8ed1ab_0    conda-forge
aiofiles                  0.8.0              pyhd8ed1ab_0    conda-forge
aiohttp                   3.8.1            py39hb9d737c_1    conda-forge
aiohttp-client-cache      0.7.3              pyhd8ed1ab_0    conda-forge
aioitertools              0.10.0             pyhd8ed1ab_0    conda-forge
aioredis                  2.0.1              pyhd8ed1ab_0    conda-forge
aiosignal                 1.2.0              pyhd8ed1ab_0    conda-forge
aiosqlite                 0.17.0             pyhd8ed1ab_0    conda-forge
alabaster                 0.7.12                     py_0    conda-forge
alembic                   1.8.1              pyhd8ed1ab_0    conda-forge
alsa-lib                  1.2.6.1              h7f98852_0    conda-forge
ansiwrap                  0.8.4                      py_0    conda-forge
anyio                     3.6.1              pyhd8ed1ab_1    conda-forge
aom                       3.4.0                h27087fc_1    conda-forge
appdirs                   1.4.4              pyh9f0ad1d_0    conda-forge
argon2-cffi               21.3.0             pyhd8ed1ab_0    conda-forge
argon2-cffi-bindings      21.2.0           py39hb9d737c_2    conda-forge
arpack                    3.7.0                hdefa2d7_2    conda-forge
arrow-cpp                 9.0.0           py39h2531139_1_cpu    conda-forge
asciitree                 0.3.3                      py_2    conda-forge
asgi-lifespan             1.0.1            py39hf3d152e_4    conda-forge
asn1crypto                1.5.1              pyhd8ed1ab_0    conda-forge
asttokens                 2.0.8              pyhd8ed1ab_0    conda-forge
async-retriever           0.3.6              pyha770c72_0    conda-forge
async-timeout             4.0.2              pyhd8ed1ab_0    conda-forge
async_generator           1.10                       py_0    conda-forge
async_retriever           0.3.6                hd8ed1ab_0    conda-forge
asyncpg                   0.26.0           py39hb9d737c_0    conda-forge
atk-1.0                   2.36.0               h3371d22_4    conda-forge
attr                      0.3.2                    pypi_0    pypi
attrs                     21.4.0                   pypi_0    pypi
aws-c-cal                 0.5.11               h95a6274_0    conda-forge
aws-c-common              0.6.2                h7f98852_0    conda-forge
aws-c-event-stream        0.2.7               h3541f99_13    conda-forge
aws-c-io                  0.10.5               hfb6a706_0    conda-forge
aws-checksums             0.1.11               ha31a3da_7    conda-forge
aws-sdk-cpp               1.8.186              hb4091e7_3    conda-forge
awscli                    1.25.60          py39hf3d152e_0    conda-forge
azure-core                1.25.1             pyhd8ed1ab_0    conda-forge
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azure-identity            1.10.0             pyhd8ed1ab_0    conda-forge
azure-storage-blob        12.13.1            pyhd8ed1ab_0    conda-forge
babel                     2.10.3             pyhd8ed1ab_0    conda-forge
backcall                  0.2.0              pyh9f0ad1d_0    conda-forge
backoff                   1.11.1             pyhd8ed1ab_0    conda-forge
backports                 1.0                        py_2    conda-forge
backports.functools_lru_cache 1.6.4              pyhd8ed1ab_0    conda-forge
beautifulsoup4            4.11.1             pyha770c72_0    conda-forge
bias_correction           0.4                pyhd8ed1ab_0    conda-forge
birdy                     v0.6.9                     py_0    conda-forge
black                     22.6.0           py39hf3d152e_2    conda-forge
bleach                    5.0.1              pyhd8ed1ab_0    conda-forge
blinker                   1.4                        py_1    conda-forge
blosc                     1.21.1               h83bc5f7_3    conda-forge
bokeh                     2.4.3              pyhd8ed1ab_3    conda-forge
bokeh-root-cmd            0.1.2              pyhd8ed1ab_0    conda-forge
boltons                   21.0.0             pyhd8ed1ab_0    conda-forge
boost-cpp                 1.74.0               h75c5d50_8    conda-forge
boto3                     1.24.59            pyhd8ed1ab_0    conda-forge
botocore                  1.27.59            pyhd8ed1ab_0    conda-forge
bottleneck                1.3.5            py39hd257fcd_0    conda-forge
bounded-pool-executor     0.0.3              pyhd8ed1ab_0    conda-forge
bqplot                    0.12.36            pyhd8ed1ab_0    conda-forge
branca                    0.5.0              pyhd8ed1ab_0    conda-forge
brotli                    1.0.9                h166bdaf_7    conda-forge
brotli-bin                1.0.9                h166bdaf_7    conda-forge
brotlipy                  0.7.0           py39hb9d737c_1004    conda-forge
brunsli                   0.1                  h9c3ff4c_0    conda-forge
bzip2                     1.0.8                h7f98852_4    conda-forge
c-ares                    1.18.1               h7f98852_0    conda-forge
c-blosc2                  2.3.1                h7a311fb_0    conda-forge
ca-certificates           2022.6.15            ha878542_0    conda-forge
cached-property           1.5.2                hd8ed1ab_1    conda-forge
cached_property           1.5.2              pyha770c72_1    conda-forge
cachetools                4.2.4                    pypi_0    pypi
cairo                     1.16.0            ha61ee94_1013    conda-forge
cartopy                   0.20.3           py39hed214b2_2    conda-forge
cattrs                    22.1.0             pyhd8ed1ab_1    conda-forge
cchardet                  2.1.7            py39h5a03fae_3    conda-forge
cdsapi                    0.5.1              pyhd8ed1ab_0    conda-forge
cdsdashboards             0.6.2              pyhd8ed1ab_0    conda-forge
cdsdashboards-singleuser  0.6.2                hd8ed1ab_0    conda-forge
certifi                   2022.6.15          pyhd8ed1ab_1    conda-forge
certipy                   0.1.3                      py_0    conda-forge
cf_xarray                 0.7.4              pyhd8ed1ab_0    conda-forge
cffi                      1.15.1           py39he91dace_0    conda-forge
cfgrib                    0.9.10.1           pyhd8ed1ab_0    conda-forge
cfitsio                   4.1.0                hd9d235c_0    conda-forge
cftime                    1.6.1            py39hd257fcd_0    conda-forge
charls                    2.3.4                h9c3ff4c_0    conda-forge
charset-normalizer        2.1.1              pyhd8ed1ab_0    conda-forge
click                     7.1.2                    pypi_0    pypi
click-plugins             1.1.1                      py_0    conda-forge
cligj                     0.7.2              pyhd8ed1ab_1    conda-forge
climpred                  2.2.0              pyhd8ed1ab_0    conda-forge
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cmcrameri                 1.4                pyhd8ed1ab_0    conda-forge
coiled                    0.2.27             pyhd8ed1ab_0    conda-forge
colorama                  0.4.4              pyh9f0ad1d_0    conda-forge
colorcet                  3.0.0              pyhd8ed1ab_0    conda-forge
colour                    0.1.5                      py_0    conda-forge
commonmark                0.9.1                      py_0    conda-forge
conda                     4.14.0           py39hf3d152e_0    conda-forge
conda-package-handling    1.8.1            py39hb9d737c_1    conda-forge
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coolname                  1.1.0            py39hf3d152e_4    conda-forge
cramjam                   2.5.0            py39h860a657_0    conda-forge
croniter                  1.3.5              pyhd8ed1ab_0    conda-forge
cryptography              37.0.4           py39hd97740a_0    conda-forge
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curl                      7.83.1               h7bff187_0    conda-forge
cycler                    0.11.0             pyhd8ed1ab_0    conda-forge
cytoolz                   0.12.0           py39hb9d737c_0    conda-forge
dask                      2022.9.0                 pypi_0    pypi
dask-gateway              2022.4.0           pyh8af1aa0_0    conda-forge
dask-geopandas            0.2.0              pyhd8ed1ab_0    conda-forge
dask-image                2021.12.0          pyhd8ed1ab_0    conda-forge
dataclasses               0.8                pyhc8e2a94_3    conda-forge
datacube                  1.8.7              pyhd8ed1ab_0    conda-forge
datashader                0.14.2             pyh6c4a22f_0    conda-forge
datashape                 0.5.4                      py_1    conda-forge
dav1d                     1.0.0                h166bdaf_1    conda-forge
dbus                      1.13.6               h5008d03_3    conda-forge
debugpy                   1.6.3            py39h5a03fae_0    conda-forge
decorator                 5.1.1              pyhd8ed1ab_0    conda-forge
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depfinder                 2.9.0            py39hf3d152e_2    conda-forge
distributed               2022.4.2           pyhd8ed1ab_0    conda-forge
docker-py                 5.0.3            py39hf3d152e_2    conda-forge
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docopt                    0.6.2                    pypi_0    pypi
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eigen                     3.4.0                h4bd325d_0    conda-forge
entrypoints               0.4                pyhd8ed1ab_0    conda-forge
entwine                   2.2.0                h52726e9_6    conda-forge
eofs                      1.4.0                      py_0    conda-forge
erddapy                   1.2.1              pyhd8ed1ab_0    conda-forge
esmf                      8.2.0           mpi_mpich_h5a1934d_102    conda-forge
esmpy                     8.2.0           mpi_mpich_py39h8bb458d_101    conda-forge
et_xmlfile                1.0.1                   py_1001    conda-forge
exceptiongroup            1.0.0rc9           pyhd8ed1ab_0    conda-forge
executing                 1.0.0              pyhd8ed1ab_0    conda-forge
expat                     2.4.8                h27087fc_0    conda-forge
fastapi                   0.82.0             pyhd8ed1ab_0    conda-forge
fasteners                 0.17.3             pyhd8ed1ab_0    conda-forge
fastparquet               0.8.3            py39hd257fcd_0    conda-forge
fastprogress              1.0.3              pyhd8ed1ab_0    conda-forge
ffmpeg                    4.4.2           gpl_hfe78399_107    conda-forge
fftw                      3.3.10          nompi_hf0379b8_105    conda-forge
filelock                  3.8.0              pyhd8ed1ab_0    conda-forge
findlibs                  0.0.2              pyhd8ed1ab_0    conda-forge
fiona                     1.8.21           py39h54775ec_2    conda-forge
flask                     2.0.3                    pypi_0    pypi
flit-core                 3.7.1              pyhd8ed1ab_0    conda-forge
folium                    0.12.1.post1       pyhd8ed1ab_1    conda-forge
font-ttf-dejavu-sans-mono 2.37                 hab24e00_0    conda-forge
font-ttf-inconsolata      3.000                h77eed37_0    conda-forge
font-ttf-source-code-pro  2.038                h77eed37_0    conda-forge
font-ttf-ubuntu           0.83                 hab24e00_0    conda-forge
fontconfig                2.14.0               h8e229c2_0    conda-forge
fonts-conda-ecosystem     1                             0    conda-forge
fonts-conda-forge         1                             0    conda-forge
freeglut                  3.2.2                h9c3ff4c_1    conda-forge
freetype                  2.12.1               hca18f0e_0    conda-forge
freexl                    1.0.6                h7f98852_0    conda-forge
fribidi                   1.0.10               h36c2ea0_0    conda-forge
frozenlist                1.3.1            py39hb9d737c_0    conda-forge
fsspec                    2022.8.2           pyhd8ed1ab_0    conda-forge
ftfy                      6.1.1              pyhd8ed1ab_0    conda-forge
funcsigs                  1.0.2                      py_3    conda-forge
future                    0.18.2           py39hf3d152e_5    conda-forge
future-annotations        1.0.0                    pypi_0    pypi
g2clib                    1.6.3                heb9ad7a_1    conda-forge
gcsfs                     2022.8.2           pyhd8ed1ab_0    conda-forge
gdal                      3.5.1            py39haa391fb_5    conda-forge
gdk-pixbuf                2.42.8               hff1cb4f_0    conda-forge
gdown                     4.5.1              pyhd8ed1ab_0    conda-forge
gdptools                  0.0.22.dev0              pypi_0    pypi
geogif                    0.1.3              pyhd8ed1ab_0    conda-forge
geographiclib             1.52               pyhd8ed1ab_0    conda-forge
geojson                   2.5.0                      py_0    conda-forge
geolinks                  0.2.0                      py_1    conda-forge
geopandas                 0.11.1             pyhd8ed1ab_0    conda-forge
geopandas-base            0.11.1             pyha770c72_0    conda-forge
geopy                     2.2.0              pyhd8ed1ab_0    conda-forge
geos                      3.11.0               h27087fc_0    conda-forge
geotiff                   1.7.1                h4fc65e6_3    conda-forge
geoviews                  1.9.5              pyhd8ed1ab_0    conda-forge
geoviews-core             1.9.5              pyha770c72_0    conda-forge
gettext                   0.19.8.1          h73d1719_1008    conda-forge
gflags                    2.2.2             he1b5a44_1004    conda-forge
giflib                    5.2.1                h36c2ea0_2    conda-forge
git                       2.37.3          pl5321h36853c3_0    conda-forge
gl2ps                     1.4.2                h0708190_0    conda-forge
glew                      2.1.0                h9c3ff4c_2    conda-forge
glib                      2.72.1               h6239696_0    conda-forge
glib-tools                2.72.1               h6239696_0    conda-forge
glog                      0.6.0                h6f12383_0    conda-forge
gmp                       6.2.1                h58526e2_0    conda-forge
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google-api-core           2.10.0             pyhd8ed1ab_0    conda-forge
google-api-python-client  2.58.0                   pypi_0    pypi
google-auth               1.35.0                   pypi_0    pypi
google-auth-httplib2      0.1.0                    pypi_0    pypi
google-auth-oauthlib      0.5.2              pyhd8ed1ab_0    conda-forge
google-cloud-core         2.3.2              pyhd8ed1ab_0    conda-forge
google-cloud-storage      2.5.0              pyh6c4a22f_0    conda-forge
google-crc32c             1.1.2            py39h8db88ab_3    conda-forge
google-resumable-media    2.3.3              pyhd8ed1ab_0    conda-forge
googleapis-common-protos  1.56.4           py39hf3d152e_0    conda-forge
graphite2                 1.3.13            h58526e2_1001    conda-forge
graphviz                  5.0.1                h5abf519_0    conda-forge
greenlet                  1.1.3            py39h5a03fae_0    conda-forge
gridgen                   1.51.5            h14c3975_1000    conda-forge
gridutils                 1.0               h14c3975_1003    conda-forge
griffe                    0.21.0           py39hf3d152e_0    conda-forge
grpc-cpp                  1.46.4               h6fc47f4_3    conda-forge
grpcio                    1.46.4           py39h4587e31_3    conda-forge
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gstreamer                 1.20.3               hd4edc92_1    conda-forge
gtk2                      2.24.33              h90689f9_2    conda-forge
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h11                       0.12.0             pyhd8ed1ab_0    conda-forge
h2                        4.1.0              pyhd8ed1ab_0    conda-forge
h5netcdf                  1.0.2              pyhd8ed1ab_0    conda-forge
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h5pyd                     0.10.3                   pypi_0    pypi
harfbuzz                  5.1.0                hf9f4e7c_0    conda-forge
hdf4                      4.2.15               h9772cbc_4    conda-forge
hdf5                      1.12.2          mpi_mpich_h08b82f9_0    conda-forge
heapdict                  1.0.1                      py_0    conda-forge
hologridgen               1.0.2              pyhd8ed1ab_0    conda-forge
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hpack                     4.0.0              pyh9f0ad1d_0    conda-forge
htop                      3.2.1                h0f457ee_0    conda-forge
httpcore                  0.15.0             pyhd8ed1ab_0    conda-forge
httplib2                  0.20.4                   pypi_0    pypi
httpx                     0.23.0           py39hf3d152e_1    conda-forge
hvplot                    0.8.1              pyhd8ed1ab_0    conda-forge
hyperframe                6.0.1              pyhd8ed1ab_0    conda-forge
icu                       70.1                 h27087fc_0    conda-forge
idna                      3.3                pyhd8ed1ab_0    conda-forge
imagecodecs               2022.8.8         py39h6e07900_4    conda-forge
imageio                   2.21.2             pyhfa7a67d_0    conda-forge
imagesize                 1.4.1              pyhd8ed1ab_0    conda-forge
importlib-metadata        4.11.4           py39hf3d152e_0    conda-forge
importlib_metadata        4.11.4               hd8ed1ab_0    conda-forge
importlib_resources       5.9.0              pyhd8ed1ab_0    conda-forge
intake                    0.6.6              pyhd8ed1ab_0    conda-forge
intake-esm                2021.8.17          pyhd8ed1ab_0    conda-forge
intake-geopandas          0.4.0              pyhd8ed1ab_0    conda-forge
intake-stac               0.4.0              pyhd8ed1ab_0    conda-forge
intake-xarray             0.6.1              pyhd8ed1ab_0    conda-forge
ipyevents                 2.0.1              pyhd8ed1ab_0    conda-forge
ipyfilechooser            0.6.0              pyhd8ed1ab_0    conda-forge
ipykernel                 6.15.2             pyh210e3f2_0    conda-forge
ipyleaflet                0.17.1             pyhd8ed1ab_0    conda-forge
ipysheet                  0.5.0              pyhd8ed1ab_0    conda-forge
ipyspin                   0.1.6              pyhd8ed1ab_0    conda-forge
ipython                   8.4.0              pyh41d4057_1    conda-forge
ipython_genutils          0.2.0                      py_1    conda-forge
ipytree                   0.2.2              pyhd8ed1ab_0    conda-forge
ipyurl                    0.1.3              pyh1d7be83_0    conda-forge
ipywidgets                7.7.2              pyhd8ed1ab_0    conda-forge
isodate                   0.6.1              pyhd8ed1ab_0    conda-forge
isort                     5.10.1             pyhd8ed1ab_0    conda-forge
itsdangerous              2.1.2              pyhd8ed1ab_0    conda-forge
jack                      1.9.18            h8c3723f_1002    conda-forge
jasper                    2.0.33               ha77e612_0    conda-forge
jedi                      0.18.1             pyhd8ed1ab_2    conda-forge
jhsingle-native-proxy     0.8.0              pyhd8ed1ab_0    conda-forge
jinja2                    3.1.2              pyhd8ed1ab_1    conda-forge
jmespath                  1.0.1              pyhd8ed1ab_0    conda-forge
joblib                    1.1.0              pyhd8ed1ab_0    conda-forge
jpeg                      9e                   h166bdaf_2    conda-forge
jq                        1.6               h36c2ea0_1000    conda-forge
json-c                    0.16                 hc379101_0    conda-forge
json5                     0.9.5              pyh9f0ad1d_0    conda-forge
jsoncpp                   1.9.5                h4bd325d_1    conda-forge
jsondiff                  2.0.0              pyhd8ed1ab_0    conda-forge
jsonpatch                 1.32               pyhd8ed1ab_0    conda-forge
jsonpickle                2.2.0              pyhd8ed1ab_0    conda-forge
jsonpointer               2.0                        py_0    conda-forge
jsonschema                4.15.0             pyhd8ed1ab_0    conda-forge
julia                     1.7.3                h6f5dd7c_1    conda-forge
jupyter-panel-proxy       0.1.0                      py_0    conda-forge
jupyter-server-proxy      3.2.1              pyhd8ed1ab_0    conda-forge
jupyter_bokeh             3.0.4              pyhd8ed1ab_0    conda-forge
jupyter_client            7.2.2              pyhd8ed1ab_0    conda-forge
jupyter_core              4.11.1           py39hf3d152e_0    conda-forge
jupyter_server            1.18.1             pyhd8ed1ab_0    conda-forge
jupyter_telemetry         0.1.0              pyhd8ed1ab_1    conda-forge
jupyterhub                2.3.1              pyhd8ed1ab_0    conda-forge
jupyterhub-base           2.3.1              pyhd8ed1ab_0    conda-forge
jupyterlab                3.4.6              pyhd8ed1ab_0    conda-forge
jupyterlab_code_formatter 1.5.3              pyhd8ed1ab_0    conda-forge
jupyterlab_pygments       0.2.2              pyhd8ed1ab_0    conda-forge
jupyterlab_server         2.15.1             pyhd8ed1ab_0    conda-forge
jupyterlab_widgets        1.1.1              pyhd8ed1ab_0    conda-forge
jupytext                  1.14.0             pyheef035f_0    conda-forge
jxrlib                    1.1                  h7f98852_2    conda-forge
kbatch                    0.4.1                    pypi_0    pypi
kealib                    1.4.15               ha7026e8_1    conda-forge
kerchunk                  0.0.7+28.g9ecd7a2          pypi_0    pypi
keyutils                  1.6.1                h166bdaf_0    conda-forge
kiwisolver                1.4.4            py39hf939315_0    conda-forge
krb5                      1.19.3               h3790be6_0    conda-forge
lame                      3.100             h7f98852_1001    conda-forge
lark-parser               0.12.0             pyhd8ed1ab_0    conda-forge
lcms2                     2.12                 hddcbb42_0    conda-forge
ld_impl_linux-64          2.36.1               hea4e1c9_2    conda-forge
leafmap                   0.10.3             pyhd8ed1ab_0    conda-forge
lerc                      4.0.0                h27087fc_0    conda-forge
libabseil                 20211102.0      cxx17_h48a1fff_3    conda-forge
libaec                    1.0.6                h9c3ff4c_0    conda-forge
libarchive                3.5.2                hb890918_3    conda-forge
libavif                   0.10.1               h166bdaf_1    conda-forge
libblas                   3.9.0           16_linux64_openblas    conda-forge
libbrotlicommon           1.0.9                h166bdaf_7    conda-forge
libbrotlidec              1.0.9                h166bdaf_7    conda-forge
libbrotlienc              1.0.9                h166bdaf_7    conda-forge
libcap                    2.64                 ha37c62d_0    conda-forge
libcblas                  3.9.0           16_linux64_openblas    conda-forge
libclang                  14.0.6          default_h2e3cab8_0    conda-forge
libclang13                14.0.6          default_h3a83d3e_0    conda-forge
libcrc32c                 1.1.2                h9c3ff4c_0    conda-forge
libcups                   2.3.3                h3e49a29_2    conda-forge
libcurl                   7.83.1               h7bff187_0    conda-forge
libdap4                   3.20.6               hd7c4107_2    conda-forge
libdb                     6.2.32               h9c3ff4c_0    conda-forge
libdeflate                1.13                 h166bdaf_0    conda-forge
libdrm                    2.4.113              h166bdaf_0    conda-forge
libedit                   3.1.20191231         he28a2e2_2    conda-forge
libev                     4.33                 h516909a_1    conda-forge
libevent                  2.1.10               h9b69904_4    conda-forge
libffi                    3.4.2                h7f98852_5    conda-forge
libflac                   1.3.4                h27087fc_0    conda-forge
libgcc-ng                 12.1.0              h8d9b700_16    conda-forge
libgd                     2.3.3                h18fbbfe_3    conda-forge
libgdal                   3.5.1                hc23bfc3_5    conda-forge
libgfortran-ng            12.1.0              h69a702a_16    conda-forge
libgfortran5              12.1.0              hdcd56e2_16    conda-forge
libgit2                   1.5.0                h6529ace_0    conda-forge
libglib                   2.72.1               h2d90d5f_0    conda-forge
libglu                    9.0.0             he1b5a44_1001    conda-forge
libgomp                   12.1.0              h8d9b700_16    conda-forge
libgoogle-cloud           1.40.2               hefc27d0_0    conda-forge
libiconv                  1.16                 h516909a_0    conda-forge
libidn2                   2.3.3                h166bdaf_0    conda-forge
libkml                    1.3.0             h238a007_1014    conda-forge
liblapack                 3.9.0           16_linux64_openblas    conda-forge
libllvm11                 11.1.0               hf817b99_3    conda-forge
libllvm14                 14.0.6               he0ac6c6_0    conda-forge
libmamba                  0.25.0               hd8a31e3_2    conda-forge
libmambapy                0.25.0           py39hd55135b_2    conda-forge
libnetcdf                 4.8.1           mpi_mpich_h06c54e2_4    conda-forge
libnghttp2                1.47.0               hdcd2b5c_1    conda-forge
libnl                     3.7.0                h166bdaf_0    conda-forge
libnsl                    2.0.0                h7f98852_0    conda-forge
libogg                    1.3.4                h7f98852_1    conda-forge
libopenblas               0.3.21          pthreads_h78a6416_3    conda-forge
libopenblas-ilp64         0.3.21          pthreads_h44c56fb_3    conda-forge
libopus                   1.3.1                h7f98852_1    conda-forge
libpciaccess              0.16                 h516909a_0    conda-forge
libpng                    1.6.37               h753d276_4    conda-forge
libpq                     14.5                 hd77ab85_0    conda-forge
libprotobuf               3.20.1               h6239696_1    conda-forge
librsvg                   2.54.4               h7abd40a_0    conda-forge
librttopo                 1.1.0               hf730bdb_11    conda-forge
libsndfile                1.0.31               h9c3ff4c_1    conda-forge
libsodium                 1.0.18               h36c2ea0_1    conda-forge
libsolv                   0.7.22               h6239696_0    conda-forge
libspatialindex           1.9.3                h9c3ff4c_4    conda-forge
libspatialite             5.0.1               h38b5f51_18    conda-forge
libsqlite                 3.39.3               h753d276_0    conda-forge
libssh2                   1.10.0               haa6b8db_3    conda-forge
libstdcxx-ng              12.1.0              ha89aaad_16    conda-forge
libtasn1                  4.19.0               h166bdaf_0    conda-forge
libtheora                 1.1.1             h7f98852_1005    conda-forge
libthrift                 0.16.0               h519c5ea_1    conda-forge
libtiff                   4.4.0                h0e0dad5_3    conda-forge
libtool                   2.4.6             h9c3ff4c_1008    conda-forge
libudev1                  249                  h166bdaf_4    conda-forge
libunistring              0.9.10               h7f98852_0    conda-forge
libunwind                 1.6.2                h9c3ff4c_0    conda-forge
libutf8proc               2.7.0                h7f98852_0    conda-forge
libuuid                   2.32.1            h7f98852_1000    conda-forge
libuv                     1.43.0               h7f98852_0    conda-forge
libva                     2.15.0               h166bdaf_0    conda-forge
libvorbis                 1.3.7                h9c3ff4c_0    conda-forge
libvpx                    1.11.0               h9c3ff4c_3    conda-forge
libwebp                   1.2.4                h522a892_0    conda-forge
libwebp-base              1.2.4                h166bdaf_0    conda-forge
libxcb                    1.13              h7f98852_1004    conda-forge
libxkbcommon              1.0.3                he3ba5ed_0    conda-forge
libxml2                   2.9.14               h22db469_4    conda-forge
libxslt                   1.1.35               h8affb1d_0    conda-forge
libzip                    1.9.2                hc869a4a_1    conda-forge
libzlib                   1.2.12               h166bdaf_2    conda-forge
libzopfli                 1.0.3                h9c3ff4c_0    conda-forge
llvmlite                  0.38.1           py39h7d9a04d_0    conda-forge
locket                    1.0.0              pyhd8ed1ab_0    conda-forge
loguru                    0.6.0            py39hf3d152e_1    conda-forge
lxml                      4.9.1            py39hb9d737c_0    conda-forge
lz4                       4.0.0            py39h029007f_2    conda-forge
lz4-c                     1.9.3                h9c3ff4c_1    conda-forge
lzo                       2.10              h516909a_1000    conda-forge
mailchecker               5.0.0              pyhd8ed1ab_0    conda-forge
mako                      1.2.2              pyhd8ed1ab_0    conda-forge
mamba                     0.25.0           py39hfa8f2c8_2    conda-forge
mapclassify               2.4.3              pyhd8ed1ab_0    conda-forge
markdown                  3.4.1              pyhd8ed1ab_0    conda-forge
markdown-it-py            2.1.0              pyhd8ed1ab_0    conda-forge
markupsafe                2.1.1            py39hb9d737c_1    conda-forge
matplotlib-base           3.4.3            py39h2fa2bec_2    conda-forge
matplotlib-inline         0.1.6              pyhd8ed1ab_0    conda-forge
mbedtls                   3.2.1                h27087fc_0    conda-forge
mdit-py-plugins           0.3.0              pyhd8ed1ab_0    conda-forge
mdurl                     0.1.0              pyhd8ed1ab_0    conda-forge
mercantile                1.2.1              pyhd8ed1ab_0    conda-forge
metis                     5.1.0             h58526e2_1006    conda-forge
metpy                     1.3.1              pyhd8ed1ab_0    conda-forge
mistune                   2.0.4              pyhd8ed1ab_0    conda-forge
morecantile               3.1.2              pyhd8ed1ab_0    conda-forge
mpfr                      4.1.0                h9202a9a_1    conda-forge
mpi                       1.0                       mpich    conda-forge
mpi4py                    3.1.3            py39h32b9844_2    conda-forge
mpich                     4.0.2              h846660c_100    conda-forge
msal                      1.18.0             pyhd8ed1ab_0    conda-forge
msal_extensions           1.0.0              pyhd8ed1ab_0    conda-forge
msgpack-python            1.0.4            py39hf939315_0    conda-forge
msrest                    0.7.1              pyhd8ed1ab_0    conda-forge
msrestazure               0.6.4                    pypi_0    pypi
multidict                 6.0.2            py39hb9d737c_1    conda-forge
multipledispatch          0.6.0                      py_0    conda-forge
munch                     2.5.0                      py_0    conda-forge
mypy_extensions           0.4.3            py39hf3d152e_5    conda-forge
mysql-common              8.0.30               haf5c9bc_1    conda-forge
mysql-connector-c         6.1.11            h6eb9d5d_1007    conda-forge
mysql-libs                8.0.30               h28c427c_1    conda-forge
nbclassic                 0.4.3              pyhd8ed1ab_0    conda-forge
nbclient                  0.6.7              pyhd8ed1ab_0    conda-forge
nbconvert                 7.0.0              pyhd8ed1ab_0    conda-forge
nbconvert-core            7.0.0              pyhd8ed1ab_0    conda-forge
nbconvert-pandoc          7.0.0              pyhd8ed1ab_0    conda-forge
nbformat                  5.4.0              pyhd8ed1ab_0    conda-forge
nbgitpuller               1.1.0              pyhd8ed1ab_0    conda-forge
nbstripout                0.6.0              pyhd8ed1ab_0    conda-forge
nc-time-axis              1.4.1              pyhd8ed1ab_0    conda-forge
nco                       5.1.0                h81bb2a3_1    conda-forge
ncurses                   6.3                  h27087fc_1    conda-forge
nest-asyncio              1.5.5              pyhd8ed1ab_0    conda-forge
netcdf-fortran            4.6.0           mpi_mpich_hd09bd1e_0    conda-forge
netcdf4                   1.6.0           nompi_py39h6ced12a_102    conda-forge
nettle                    3.8.1                hc379101_1    conda-forge
networkx                  2.8.6              pyhd8ed1ab_0    conda-forge
nitro                     2.7.dev6             h27087fc_5    conda-forge
nn                        1.86.0            h14c3975_2003    conda-forge
noaa-coops                0.1.9                    pypi_0    pypi
nodejs                    17.9.0               h96d913c_0    conda-forge
noise                     1.2.2           py39hb9d737c_1003    conda-forge
nomkl                     1.0                  h5ca1d4c_0    conda-forge
notebook                  6.4.12             pyha770c72_0    conda-forge
notebook-shim             0.1.0              pyhd8ed1ab_0    conda-forge
nspr                      4.32                 h9c3ff4c_1    conda-forge
nss                       3.78                 h2350873_0    conda-forge
numba                     0.55.2           py39h66db6d7_0    conda-forge
numcodecs                 0.10.2           py39h5a03fae_0    conda-forge
numexpr                   2.8.3           py39h194a79d_100    conda-forge
numpy                     1.22.4           py39hc58783e_0    conda-forge
oauthlib                  3.2.0              pyhd8ed1ab_0    conda-forge
odc-algo                  0.2.2              pyhd8ed1ab_1    conda-forge
odc-geo                   0.2.2              pyhd8ed1ab_0    conda-forge
odc-stac                  0.3.1              pyhd8ed1ab_0    conda-forge
oniguruma                 6.9.8                h166bdaf_0    conda-forge
openblas-ilp64            0.3.21          pthreads_h3d04fff_3    conda-forge
openh264                  2.3.0                h27087fc_0    conda-forge
openjpeg                  2.5.0                h7d73246_1    conda-forge
openlibm                  0.7.5                h7f98852_0    conda-forge
openpyxl                  3.0.9              pyhd8ed1ab_0    conda-forge
openssl                   1.1.1q               h166bdaf_0    conda-forge
orc                       1.7.5                h6c59b99_0    conda-forge
orjson                    3.8.0            py39hb9d737c_0    conda-forge
osmnx                     1.2.2              pyhd8ed1ab_0    conda-forge
owslib                    0.27.2             pyhd8ed1ab_1    conda-forge
p11-kit                   0.24.1               hc5aa10d_0    conda-forge
p7zip                     16.02             h9c3ff4c_1001    conda-forge
packaging                 21.3               pyhd8ed1ab_0    conda-forge
pamela                    1.0.0                      py_0    conda-forge
pandas                    1.4.2            py39h1832856_1    conda-forge
pandoc                    2.19.2               ha770c72_0    conda-forge
pandocfilters             1.5.0              pyhd8ed1ab_0    conda-forge
panel                     0.13.1             pyhd8ed1ab_0    conda-forge
pangeo-forge-recipes      0.9.0              pyh6c4a22f_1    conda-forge
pango                     1.50.9               hc4f8a73_0    conda-forge
papermill                 2.3.4              pyhd8ed1ab_0    conda-forge
param                     1.12.2             pyh6c4a22f_0    conda-forge
parquet-cpp               1.5.1                         2    conda-forge
parso                     0.8.3              pyhd8ed1ab_0    conda-forge
partd                     1.3.0              pyhd8ed1ab_0    conda-forge
pathspec                  0.10.1             pyhd8ed1ab_0    conda-forge
patsy                     0.5.2              pyhd8ed1ab_0    conda-forge
pcre                      8.45                 h9c3ff4c_0    conda-forge
pcre2                     10.37                hc3806b6_1    conda-forge
pdal                      2.4.3                hbecf0f4_1    conda-forge
pendulum                  2.1.2            py39hb9d737c_4    conda-forge
perl                      5.32.1          2_h7f98852_perl5    conda-forge
pexpect                   4.8.0              pyh9f0ad1d_2    conda-forge
phonenumbers              8.12.54            pyhd8ed1ab_0    conda-forge
pickleshare               0.7.5                   py_1003    conda-forge
pillow                    9.2.0            py39hd5dbb17_2    conda-forge
pims                      0.6.1              pyhd8ed1ab_0    conda-forge
pint                      0.19.2             pyhd8ed1ab_0    conda-forge
pint-xarray               0.3                pyhd8ed1ab_0    conda-forge
pip                       22.2.2             pyhd8ed1ab_0    conda-forge
pixman                    0.40.0               h36c2ea0_0    conda-forge
pkgutil-resolve-name      1.3.10             pyhd8ed1ab_0    conda-forge
planetary-computer        0.4.7              pyhd8ed1ab_0    conda-forge
platformdirs              2.5.2              pyhd8ed1ab_1    conda-forge
plotlydash-tornado-cmd    0.0.6              pyhd8ed1ab_0    conda-forge
pluggy                    1.0.0            py39hf3d152e_3    conda-forge
pooch                     1.6.0              pyhd8ed1ab_0    conda-forge
poppler                   22.04.0              h8b295ee_2    conda-forge
poppler-data              0.4.11               hd8ed1ab_0    conda-forge
portalocker               2.5.1            py39hf3d152e_0    conda-forge
portaudio                 19.6.0               h57a0ea0_5    conda-forge
postgresql                14.5                 hfdbbde3_0    conda-forge
pqdm                      0.1.0              pyhd8ed1ab_0    conda-forge
prefect                   2.3.1              pyhd8ed1ab_0    conda-forge
proj                      9.0.1                h93bde94_1    conda-forge
prometheus_client         0.14.1             pyhd8ed1ab_0    conda-forge
prompt-toolkit            3.0.31             pyha770c72_0    conda-forge
properscoring             0.1                        py_0    conda-forge
proplot                   0.9.5              pyhd8ed1ab_1    conda-forge
protobuf                  3.20.1           py39h5a03fae_0    conda-forge
pscript                   0.7.5              pyhd3deb0d_0    conda-forge
psutil                    5.9.2            py39hb9d737c_0    conda-forge
psycopg2                  2.9.3            py39h3811e60_0    conda-forge
pthread-stubs             0.4               h36c2ea0_1001    conda-forge
ptyprocess                0.7.0              pyhd3deb0d_0    conda-forge
pugixml                   1.11.4               h9c3ff4c_0    conda-forge
pulseaudio                14.0                 h7f54b18_8    conda-forge
pure_eval                 0.2.2              pyhd8ed1ab_0    conda-forge
py3dep                    0.13.6             pyhd8ed1ab_0    conda-forge
pyarrow                   9.0.0           py39h58137f1_1_cpu    conda-forge
pyasn1                    0.4.8                      py_0    conda-forge
pyasn1-modules            0.2.7                      py_0    conda-forge
pybind11-abi              4                    hd8ed1ab_3    conda-forge
pycares                   4.0.0            py39hb9d737c_1    conda-forge
pycosat                   0.6.3           py39hb9d737c_1010    conda-forge
pycparser                 2.21               pyhd8ed1ab_0    conda-forge
pycrs                     1.0.2                      py_0    conda-forge
pyct                      0.4.6                      py_0    conda-forge
pyct-core                 0.4.6                      py_0    conda-forge
pycurl                    7.45.1           py39hd73adbb_2    conda-forge
pydantic                  1.10.2           py39hb9d737c_0    conda-forge
pydap                     3.2.2                    pypi_0    pypi
pydaymet                  0.13.6             pyhd8ed1ab_0    conda-forge
pyepsg                    0.4.0                      py_0    conda-forge
pygeoapi                  0.11.0                   pypi_0    pypi
pygeohydro                0.13.6             pyhd8ed1ab_0    conda-forge
pygeoogc                  0.13.6             pyhd8ed1ab_0    conda-forge
pygeos                    0.13             py39h68ae834_0    conda-forge
pygeoutils                0.13.6             pyhd8ed1ab_0    conda-forge
pygments                  2.13.0             pyhd8ed1ab_0    conda-forge
pygridgen                 0.2.1            py39hce5d2b2_5    conda-forge
pyjulia                   0.5.7              pyhd8ed1ab_0    conda-forge
pyjwt                     2.4.0              pyhd8ed1ab_0    conda-forge
pynhd                     0.13.6             pyhd8ed1ab_0    conda-forge
pyopenssl                 22.0.0             pyhd8ed1ab_0    conda-forge
pyparsing                 3.0.9              pyhd8ed1ab_0    conda-forge
pyproj                    3.3.1            py39hdcf6798_1    conda-forge
pyrsistent                0.18.1           py39hb9d737c_1    conda-forge
pyshp                     2.3.1              pyhd8ed1ab_0    conda-forge
pysocks                   1.7.1              pyha2e5f31_6    conda-forge
pystac                    1.6.1              pyhd8ed1ab_1    conda-forge
pystac-client             0.5.0              pyhd8ed1ab_0    conda-forge
pytables                  3.7.0            py39hee6f8ba_2    conda-forge
python                    3.9.13          h9a8a25e_0_cpython    conda-forge
python-benedict           0.24.3             pyhd8ed1ab_0    conda-forge
python-box                6.0.2            py39hb9d737c_3    conda-forge
python-cmr                0.4.1              pyhd8ed1ab_0    conda-forge
python-dateutil           2.8.2                    pypi_0    pypi
python-eccodes            1.4.2            py39hd257fcd_0    conda-forge
python-fastjsonschema     2.16.1             pyhd8ed1ab_0    conda-forge
python-forge              18.6.0             pyhd8ed1ab_0    conda-forge
python-fsutil             0.6.1              pyhd8ed1ab_0    conda-forge
python-gist               0.10.6             pyhd8ed1ab_0    conda-forge
python-gnupg              0.4.9              pyhd8ed1ab_0    conda-forge
python-graphviz           0.20.1             pyh22cad53_0    conda-forge
python-json-logger        2.0.1              pyh9f0ad1d_0    conda-forge
python-kubernetes         24.2.0             pyhd8ed1ab_0    conda-forge
python-slugify            6.1.2              pyhd8ed1ab_0    conda-forge
python-snappy             0.6.0            py39he8e2bb5_2    conda-forge
python_abi                3.9                      2_cp39    conda-forge
pytz                      2022.2.1           pyhd8ed1ab_0    conda-forge
pytzdata                  2020.1             pyh9f0ad1d_0    conda-forge
pyu2f                     0.1.5              pyhd8ed1ab_0    conda-forge
pyvista                   0.36.1             pyhd8ed1ab_0    conda-forge
pyviz_comms               2.2.1              pyhd8ed1ab_1    conda-forge
pywavelets                1.3.0            py39hd257fcd_1    conda-forge
pyyaml                    5.4.1            py39hb9d737c_3    conda-forge
pyzmq                     23.2.1           py39headdf64_0    conda-forge
qhub-dask                 0.4.3                hd8ed1ab_0    conda-forge
qt-main                   5.15.4               ha5833f6_2    conda-forge
rasterio                  1.3.2            py39h082961e_0    conda-forge
rasterstats               0.16.0                   pypi_0    pypi
re2                       2022.06.01           h27087fc_0    conda-forge
readchar                  4.0.2              pyhd8ed1ab_0    conda-forge
readline                  8.1.2                h0f457ee_0    conda-forge
rechunker                 0.5.0              pyhd8ed1ab_0    conda-forge
reproc                    14.2.3               h7f98852_0    conda-forge
reproc-cpp                14.2.3               h9c3ff4c_0    conda-forge
requests                  2.28.1             pyhd8ed1ab_1    conda-forge
requests-cache            0.9.6              pyhd8ed1ab_0    conda-forge
requests-file             1.5.1                    pypi_0    pypi
requests-oauthlib         1.3.1              pyhd8ed1ab_0    conda-forge
requests-toolbelt         0.9.1                    pypi_0    pypi
requests-unixsocket       0.3.0                    pypi_0    pypi
retrying                  1.3.3                      py_2    conda-forge
rfc3986                   1.5.0              pyhd8ed1ab_0    conda-forge
rich                      12.5.1             pyhd8ed1ab_0    conda-forge
rio-cogeo                 3.4.0              pyhd8ed1ab_0    conda-forge
rioxarray                 0.11.2                   pypi_0    pypi
rsa                       4.7.2              pyh44b312d_0    conda-forge
rshiny-server-cmd         0.0.2                      py_0    conda-forge
rtree                     1.0.0            py39hb102c33_1    conda-forge
ruamel.yaml               0.17.21          py39hb9d737c_1    conda-forge
ruamel.yaml.clib          0.2.6            py39hb9d737c_1    conda-forge
ruamel_yaml               0.15.80         py39hb9d737c_1007    conda-forge
s2n                       1.0.10               h9b69904_0    conda-forge
s3fs                      2022.8.2           pyhd8ed1ab_0    conda-forge
s3transfer                0.6.0              pyhd8ed1ab_0    conda-forge
sat-search                0.3.0                      py_0    conda-forge
sat-stac                  0.4.1              pyh44b312d_0    conda-forge
scikit-image              0.19.3           py39h1832856_1    conda-forge
scikit-learn              1.1.2            py39he5e8d7e_0    conda-forge
scipy                     1.9.1            py39h8ba3f38_0    conda-forge
scooby                    0.6.0              pyhd8ed1ab_0    conda-forge
seawater                  3.3.4                      py_1    conda-forge
send2trash                1.8.0              pyhd8ed1ab_0    conda-forge
setuptools                65.3.0             pyhd8ed1ab_1    conda-forge
shapely                   1.8.4            py39h68ae834_0    conda-forge
shellingham               1.5.0              pyhd8ed1ab_0    conda-forge
simpervisor               0.4                pyhd8ed1ab_0    conda-forge
simplejson                3.17.6                   pypi_0    pypi
siphon                    0.9                pyhd8ed1ab_2    conda-forge
six                       1.16.0             pyh6c4a22f_0    conda-forge
slack-sdk                 3.18.3             pyha770c72_0    conda-forge
slicerator                1.1.0              pyhd8ed1ab_0    conda-forge
snappy                    1.1.9                hbd366e4_1    conda-forge
sniffio                   1.3.0              pyhd8ed1ab_0    conda-forge
snowballstemmer           2.2.0              pyhd8ed1ab_0    conda-forge
snuggs                    1.4.7                      py_0    conda-forge
sortedcontainers          2.4.0              pyhd8ed1ab_0    conda-forge
soupsieve                 2.3.2.post1        pyhd8ed1ab_0    conda-forge
sparse                    0.13.0             pyhd8ed1ab_0    conda-forge
spatialpandas             0.4.4              pyhd8ed1ab_1    conda-forge
sphinx                    5.1.1              pyhd8ed1ab_1    conda-forge
sphinxcontrib-applehelp   1.0.2                      py_0    conda-forge
sphinxcontrib-devhelp     1.0.2                      py_0    conda-forge
sphinxcontrib-htmlhelp    2.0.0              pyhd8ed1ab_0    conda-forge
sphinxcontrib-jsmath      1.0.1                      py_0    conda-forge
sphinxcontrib-qthelp      1.0.3                      py_0    conda-forge
sphinxcontrib-serializinghtml 1.1.5              pyhd8ed1ab_2    conda-forge
sqlalchemy                1.4.40           py39hb9d737c_0    conda-forge
sqlite                    3.39.3               h4ff8645_0    conda-forge
stack_data                0.5.0              pyhd8ed1ab_0    conda-forge
stackstac                 0.4.2              pyhd8ed1ab_0    conda-forge
starlette                 0.19.1             pyhd8ed1ab_0    conda-forge
statsmodels               0.13.2           py39hd257fcd_0    conda-forge
stdlib-list               0.7.0                      py_2    conda-forge
suitesparse               5.10.1               h9e50725_1    conda-forge
svt-av1                   1.2.1                h27087fc_0    conda-forge
tbb                       2021.5.0             h924138e_1    conda-forge
tbb-devel                 2021.5.0             h924138e_1    conda-forge
tblib                     1.7.0              pyhd8ed1ab_0    conda-forge
tempest-remap             2.1.1                h75968e7_1    conda-forge
tenacity                  8.0.1              pyhd8ed1ab_0    conda-forge
terminado                 0.15.0           py39hf3d152e_0    conda-forge
text-unidecode            1.3                        py_0    conda-forge
textual                   0.1.18             pyhd8ed1ab_1    conda-forge
textwrap3                 0.9.2                      py_0    conda-forge
threadpoolctl             3.1.0              pyh8a188c0_0    conda-forge
tifffile                  2022.8.12          pyhd8ed1ab_0    conda-forge
tiledb                    2.11.1               h1e4a385_0    conda-forge
tinycss2                  1.1.1              pyhd8ed1ab_0    conda-forge
tinydb                    4.7.0                    pypi_0    pypi
tk                        8.6.12               h27826a3_0    conda-forge
tokenize-rt               4.2.1                    pypi_0    pypi
toml                      0.10.2             pyhd8ed1ab_0    conda-forge
tomli                     2.0.1              pyhd8ed1ab_0    conda-forge
toolz                     0.12.0             pyhd8ed1ab_0    conda-forge
tornado                   6.1              py39hb9d737c_3    conda-forge
tqdm                      4.64.1             pyhd8ed1ab_0    conda-forge
traitlets                 5.3.0              pyhd8ed1ab_0    conda-forge
traittypes                0.2.1              pyh9f0ad1d_2    conda-forge
typer                     0.6.1              pyhd8ed1ab_0    conda-forge
typing-extensions         4.3.0                hd8ed1ab_0    conda-forge
typing_extensions         4.3.0              pyha770c72_0    conda-forge
tzcode                    2022c                h166bdaf_0    conda-forge
tzdata                    2022c                h191b570_0    conda-forge
udunits2                  2.2.28               hc3e0081_0    conda-forge
ujson                     5.4.0            py39h5a03fae_0    conda-forge
unicodecsv                0.14.1                   pypi_0    pypi
unidecode                 1.3.4              pyhd8ed1ab_0    conda-forge
unzip                     6.0                  h7f98852_3    conda-forge
uritemplate               4.1.1                    pypi_0    pypi
url-normalize             1.4.3              pyhd8ed1ab_0    conda-forge
urllib3                   1.26.11            pyhd8ed1ab_0    conda-forge
utfcpp                    3.2.1                ha770c72_0    conda-forge
utide                     0.3.0              pyhd8ed1ab_0    conda-forge
uvicorn                   0.18.3           py39hf3d152e_0    conda-forge
vim                       9.0.0335        py39pl5321h20e6244_0    conda-forge
vtk                       9.1.0           qt_py39h3b1a52d_214    conda-forge
wcwidth                   0.2.5              pyh9f0ad1d_2    conda-forge
webencodings              0.5.1                      py_1    conda-forge
webob                     1.8.7                    pypi_0    pypi
websocket-client          1.4.1              pyhd8ed1ab_0    conda-forge
werkzeug                  2.2.2                    pypi_0    pypi
wgrib2                    3.1.1                h126ae06_0    conda-forge
wheel                     0.37.1             pyhd8ed1ab_0    conda-forge
whitebox                  2.1.4              pyhd8ed1ab_0    conda-forge
whiteboxgui               0.7.0              pyhd8ed1ab_0    conda-forge
widgetsnbextension        3.6.1              pyha770c72_0    conda-forge
wrapt                     1.14.1           py39hb9d737c_0    conda-forge
x264                      1!164.3095           h166bdaf_2    conda-forge
x265                      3.5                  h924138e_3    conda-forge
xagg                      0.3.0.2            pyhd8ed1ab_0    conda-forge
xarray                    2022.6.0           pyhd8ed1ab_1    conda-forge
xarray-datatree           0.0.9              pyhd8ed1ab_0    conda-forge
xarray-spatial            0.3.5              pyhd8ed1ab_0    conda-forge
xarray_leaflet            0.1.16             pyhd8ed1ab_0    conda-forge
xbitinfo                  0.0.2              pyhd8ed1ab_0    conda-forge
xcb-util                  0.4.0                h516909a_0    conda-forge
xcb-util-image            0.4.0                h166bdaf_0    conda-forge
xcb-util-keysyms          0.4.0                h516909a_0    conda-forge
xcb-util-renderutil       0.3.9                h166bdaf_0    conda-forge
xcb-util-wm               0.4.1                h516909a_0    conda-forge
xclim                     0.36.0             pyhd8ed1ab_0    conda-forge
xerces-c                  3.2.3                h55805fa_5    conda-forge
xesmf                     0.6.3              pyhd8ed1ab_1    conda-forge
xhistogram                0.3.1              pyhd8ed1ab_0    conda-forge
xmip                      0.6.1rc0           pyhd8ed1ab_0    conda-forge
xmltodict                 0.13.0             pyhd8ed1ab_0    conda-forge
xoak                      0.1.1              pyhd8ed1ab_0    conda-forge
xorg-fixesproto           5.0               h7f98852_1002    conda-forge
xorg-inputproto           2.3.2             h7f98852_1002    conda-forge
xorg-kbproto              1.0.7             h7f98852_1002    conda-forge
xorg-libice               1.0.10               h7f98852_0    conda-forge
xorg-libsm                1.2.3             hd9c2040_1000    conda-forge
xorg-libx11               1.7.2                h7f98852_0    conda-forge
xorg-libxau               1.0.9                h7f98852_0    conda-forge
xorg-libxdmcp             1.1.3                h7f98852_0    conda-forge
xorg-libxext              1.3.4                h7f98852_1    conda-forge
xorg-libxfixes            5.0.3             h7f98852_1004    conda-forge
xorg-libxi                1.7.10               h7f98852_0    conda-forge
xorg-libxrender           0.9.10            h7f98852_1003    conda-forge
xorg-libxt                1.2.1                h7f98852_2    conda-forge
xorg-renderproto          0.11.1            h7f98852_1002    conda-forge
xorg-xextproto            7.3.0             h7f98852_1002    conda-forge
xorg-xproto               7.0.31            h7f98852_1007    conda-forge
xrft                      1.0.0              pyhd8ed1ab_0    conda-forge
xrviz                     0.1.4              pyhd8ed1ab_2    conda-forge
xskillscore               0.0.24             pyhd8ed1ab_0    conda-forge
xstac                     1.1.0                    pypi_0    pypi
xyzservices               2022.6.0           pyhd8ed1ab_0    conda-forge
xz                        5.2.6                h166bdaf_0    conda-forge
yaml                      0.2.5                h7f98852_2    conda-forge
yaml-cpp                  0.7.0                h27087fc_1    conda-forge
yarl                      1.7.2            py39hb9d737c_2    conda-forge
zarr                      2.12.0             pyhd8ed1ab_0    conda-forge
zeep                      4.1.0                    pypi_0    pypi
zeromq                    4.3.4                h9c3ff4c_1    conda-forge
zfp                       1.0.0                h27087fc_1    conda-forge
zict                      2.2.0              pyhd8ed1ab_0    conda-forge
zip                       3.0                  h7f98852_1    conda-forge
zipp                      3.8.1              pyhd8ed1ab_0    conda-forge
zlib                      1.2.12               h166bdaf_2    conda-forge
zlib-ng                   2.0.6                h166bdaf_0    conda-forge
zstandard                 0.18.0           py39hb9d737c_0    conda-forge
zstd                      1.5.2                h6239696_4    conda-forge

Details about conda and system ( conda info ): 
active environment : pangeo
active env location : /home/conda/users/envs/pangeo
shell level : 2
conda version : 4.10.3
conda-build version : not installed
python version : 3.7.10.final.0
virtual packages : __linux=5.4.181=0
                            __glibc=2.31=0
                            __unix=0=0
                            __archspec=1=x86_64
base environment : /opt/conda  (read only)
conda av data dir : /opt/conda/etc/conda
conda av metadata url : None
channel URLs : https://repo.anaconda.com/pkgs/main/linux-64
                        https://repo.anaconda.com/pkgs/main/noarch
                        https://repo.anaconda.com/pkgs/r/linux-64
                        https://repo.anaconda.com/pkgs/r/noarch
package cache : /opt/conda/pkgs
platform : linux-64
user-agent : conda/4.10.3 requests/2.25.1 CPython/3.7.10 Linux/5.4.181-99.354.amzn2.x86_64 ubuntu/20.04.4 glibc/2.31
@alaws-USGS alaws-USGS added the bug Something isn't working label Sep 6, 2022
@snowman2 snowman2 added enhancement New feature or request proposal Idea for a new feature. and removed bug Something isn't working labels Sep 6, 2022
@snowman2 snowman2 changed the title Clip not working with Dask ENH: Add support for clipping with dask Sep 6, 2022
@snowman2 snowman2 pinned this issue Sep 20, 2022
@snowman2 snowman2 added the dask Dask related issue. label Sep 20, 2022
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Related: opendatacube/odc-geo#114

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