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Jupyter docker: new build for xclim, ravenpy, globus personal connect and latest of everything else #115

Merged
merged 64 commits into from Jun 1, 2023
Merged

Jupyter docker: new build for xclim, ravenpy, globus personal connect and latest of everything else #115

merged 64 commits into from Jun 1, 2023

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tlvu
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@tlvu tlvu commented Feb 22, 2023 •
edited

Changes

<   - birdy=0.8.1=pyh6c4a22f_1
>   - birdy=0.8.4=pyh1a96a4e_0

<   - cf_xarray=0.7.5=pyhd8ed1ab_0
>   - cf_xarray=0.8.0=pyhd8ed1ab_0

<   - clisops=0.9.3=pyh1a96a4e_0
>   - clisops=0.9.6=pyh1a96a4e_0

<   - dask=2022.11.1=pyhd8ed1ab_0
>   - dask=2023.5.1=pyhd8ed1ab_0

<   - esmf=8.2.0=mpi_mpich_h5a1934d_102
<   - esmpy=8.2.0=mpi_mpich_py38h9147699_101
>   - esmf=8.4.0=mpi_mpich_hc592774_104
>   - esmpy=8.4.0=mpi_mpich_py39h3088dd8_102

<   - fiona=1.8.22=py38h85a5e0f_5
>   - fiona=1.9.1=py39hbc5ff6d_0

<   - flox=0.6.4=pyhd8ed1ab_0
>   - flox=0.7.2=pyhd8ed1ab_0

<   - gdal=3.6.0=py38h58634bd_13
>   - gdal=3.6.2=py39hc6cd174_6

<   - owslib=0.27.2=pyhd8ed1ab_1
>   - owslib=0.28.1=pyhd8ed1ab_0

# new
>   - pyogrio=0.5.1=py39hbc5ff6d_0

<   - python=3.8.16=he550d4f_1_cpython
>   - python=3.9.16=h2782a2a_0_cpython

<   - raven-hydro=3.0.4.322=ha46ed4c_2
<   - ravenpy=0.9.0=pyha21a80b_0
>   - raven-hydro=0.2.1=py39h8e2dbb5_1
>   - ravenpy=0.12.0=py39hf3d152e_2

<   - rioxarray=0.13.1=pyhd8ed1ab_0
>   - rioxarray=0.14.1=pyhd8ed1ab_0

<   - roocs-utils=0.6.3=pyh1a96a4e_0
>   - roocs-utils=0.6.4=pyh1a96a4e_0

# new
>   - seaborn=0.12.2=hd8ed1ab_0

<   - xarray=2022.10.0=pyhd8ed1ab_0
>   - xarray=2023.1.0=pyhd8ed1ab_0

<   - xclim=0.39.0=pyhd8ed1ab_0
>   - xclim=0.43.0=py39hf3d152e_1

<   - xesmf=0.6.3=pyhd8ed1ab_1
>   - xesmf=0.7.1=pyhd8ed1ab_0

# new 
>  - hsclient==0.3.3

Test

Related Issue / Discussion

Additional Information

Full diff conda env export:
221130-update230403-230530-1-conda-env-export.diff.txt

Full new conda env export:
230530-1-conda-env-export.yml.txt

Docker build log
230530-1-buildlogs.txt

@tlvu
docker: add esgf-pyclient for pavics-sdi esgf-dap.ipynb
cfb92c3 
See PR Ouranosinc/pavics-sdi#269
@tlvu
release: update to use image pavics/workflow-tests:230121
44b05a1
@tlvu
docker: add xncml for gen_catalog refactoring
7ac0edc 
See PR Ouranosinc/pavics-vdb#46
@tlvu
release: update to use image pavics/workflow-tests:230209
188a83c
@tlvu
Merge remote-tracking branch 'origin/master' into new-docker-build
471c81d
@tlvu
docker: add Globus Connect Personal for transferring files in and out…
4170b0b 
… of Jupyter env

This is meant for large files since Globus will handle retry if
transfert is interrupted for some reasons.
@tlvu
release: update to use image pavics/workflow-tests:230217
126df72
@tlvu
docker: set ESMFMKFILE env var for import xesmf since esmf-8.4.0
88ad07d 
See conda-forge/esmf-feedstock#91

Fix the following error:
```
  import xesmf as xe
  from xclim.subset import subset_bbox  # For subsetting
  from xclim.testing import open_dataset  # For opening xclim's
a

  #  A colormap with grey where the data is missing
  cmap = copy.copy(plt.cm.get_cmap("viridis"))
  cmap.set_bad("lightgray")

  Traceback:

-------------------------------------------------------------------
  KeyError                                  Traceback (most
all last)
  File
da/envs/birdy/lib/python3.8/site-packages/esmpy/interface/loadESMF.py:26
       25 try:
  ---> 26     esmfmk = os.environ["ESMFMKFILE"]
       27 except:

  File /opt/conda/envs/birdy/lib/python3.8/os.py:675, in
.__getitem__(self, key)
      673 except KeyError:
      674     # raise KeyError with the original key value
  --> 675     raise KeyError(key) from None
      676 return self.decodevalue(value)

  KeyError: 'ESMFMKFILE'
```
@tlvu
release: update to use image pavics/workflow-tests:230217-update230221
95bbd6d
@tlvu
docker: attempt to fix proj_create_from_database error
4f2a88a 
```
ERROR 1: PROJ: proj_create_from_database: Open of /opt/conda/envs/birdy/share/proj failed

```
@tlvu
docker: real fix for proj_create_from_database error
401e0cd 
```
ERROR 1: PROJ: proj_create_from_database: Open of /opt/conda/envs/birdy/share/proj failed

```
@tlvu
release: update to use image pavics/workflow-tests:230217-update230221-1
ea2d74a
This was referenced Feb 22, 2023
Merged
Merged
@Zeitsperre
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@tlvu

You might want to grab the newest xclim while you're at it (xclim-0.41.0-pyhd8ed1ab_0)

@tlvu
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tlvu commented Mar 1, 2023

@tlvu

You might want to grab the newest xclim while you're at it (xclim-0.41.0-pyhd8ed1ab_0)

@Zeitsperre yup yup that is exactly what commit eab04b5 is doing :D

@tlvu tlvu mentioned this pull request Mar 3, 2023
Merged
@tlvu
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tlvu commented Mar 3, 2023

Since this PR pulls a new RavenPy that is incompatible with the existing RavenWPS, we need to sync the go-live of this new Jupyter env together with a new RavenWPS also. But the new RavenWPS docker is failing to start ! Under investigation. The go-live of this PR will have to be delayed a bit.

tlvu added 15 commits May 29, 2023 16:02
@tlvu
jenkins: add RavenPy repo, not activated nightly yet
d77b223
@tlvu
jenkins: add new possible PYTEST_EXTRA_OPTS vars as reminder
12811b3
@tlvu
jenkins: pyproject.toml also confuse py.test execution rootdir
f253151
@tlvu
.gitignore: add RavenPy-*/
dbc97e8
@tlvu
jenkins: raven also have pyproject.toml that needs to be removed
11f5868
@tlvu
reorg-notebooks: avoid index.rst on Jupyter env
7988732
@tlvu
reorg-notebooks: do not deploy esgf-compute-api-examples to Jupyter env
849a335
@tlvu
docker: add seaborn for RavenPy Managing_Jupyter_Environments.ipynb
483d602 
```
17:08:56  __ RavenPy-master/docs/notebooks/Managing_Jupyter_Environments.ipynb::Cell 2 ___
17:08:56  Notebook cell execution failed
17:08:56  Cell 2: Cell execution caused an exception
17:08:56
17:08:56  Input:
17:08:56  # This will now work.
17:08:56  import seaborn
17:08:56
17:08:56  Traceback:
17:08:56
17:08:56  ---------------------------------------------------------------------------
17:08:56  ModuleNotFoundError                       Traceback (most recent call last)
17:08:56  Cell In[3], line 2
17:08:56        1 # This will now work.
17:08:56  ----> 2 import seaborn
17:08:56
17:08:56  ModuleNotFoundError: No module named 'seaborn'
```
@tlvu
docker: add hs_restclient for RavenPy HydroShare_integration.ipynb
3f45775 
```
17:08:56  ______
RavenPy-master/docs/notebooks/HydroShare_integration.ipynb::Cell 0
______
17:08:56  Notebook cell execution failed
17:08:56  Cell 0: Cell execution caused an exception
17:08:56
17:08:56  Input:
17:08:56  from hs_restclient import HydroShare, HydroShareAuthBasic
17:08:56
17:08:56  # Auth method
17:08:56  """
17:08:56  username = 'XXXXX'
17:08:56  password = 'XXXXX'
17:08:56  auth = HydroShareAuthBasic(username=username,
password=password)
17:08:56  hs = HydroShare(auth=auth)
17:08:56  """
17:08:56  # Sign-in method, will prompt for HydroShare account
username/password:
17:08:56  hs = HydroShare()
17:08:56
17:08:56  Traceback:
17:08:56
17:08:56
---------------------------------------------------------------------------
17:08:56  ModuleNotFoundError                       Traceback (most
recent call last)
17:08:56  Cell In[1], line 1
17:08:56  ----> 1 from hs_restclient import HydroShare,
HydroShareAuthBasic
17:08:56        3 # Auth method
17:08:56        4 """
17:08:56        5 username = 'XXXXX'
17:08:56        6 password = 'XXXXX'
17:08:56        7 auth = HydroShareAuthBasic(username=username,
password=password)
17:08:56        8 hs = HydroShare(auth=auth)
17:08:56        9 """
17:08:56
17:08:56  ModuleNotFoundError: No module named 'hs_restclient'
```
@tlvu
release: update to use image pavics/workflow-tests:230529-1
aa27b50
@tlvu
docker: avoid cf_xarray 0.8.1
06d8a44 
See xarray-contrib/cf-xarray#442
@tlvu
release: update to use image pavics/workflow-tests:230530
fa11db8
@tlvu
docker: add hsclient for RavenPy nb
db6e283 
No conda package exists so have to use pip.
@tlvu
docker: remove hs_restclient, replaced by hsclient
17fc574
@tlvu
release: update to use image pavics/workflow-tests:230530-1
7e14b28
@tlvu tlvu mentioned this pull request May 31, 2023
Merged
@tlvu tlvu mentioned this pull request Jun 1, 2023
Merged
@tlvu tlvu changed the title Jupyter docker: new build for esgf-pyclient, xncml, globus personal connect and latest of everything else Jupyter docker: new build for xclim, ravenpy, esgf-pyclient, xncml, globus personal connect and latest of everything else Jun 1, 2023
@tlvu tlvu changed the title Jupyter docker: new build for xclim, ravenpy, esgf-pyclient, xncml, globus personal connect and latest of everything else Jupyter docker: new build for xclim, ravenpy, globus personal connect and latest of everything else Jun 1, 2023
tlvu added a commit to Ouranosinc/jenkins-config that referenced this pull request Jun 1, 2023
@tlvu
add HydroShare client id and token for RavenPy notebooks (#15)
0169636 
See PR CSHS-CWRA/RavenPy#287 and
Ouranosinc/PAVICS-e2e-workflow-tests#115 (the
`Jenkinsfile` change in
Ouranosinc/PAVICS-e2e-workflow-tests@6acaace).

You are not required to deploy this new Jenkins config yet since that
new token is not yet needed. The day it is really needed, this config
will be ready.
huard added a commit to Ouranosinc/pavics-sdi that referenced this pull request Jun 1, 2023
@huard
Several fixes for new Jupyter env (#281)
8d40d07 
Several fixes for new Jupyter env in
Ouranosinc/PAVICS-e2e-workflow-tests#115

Fixes #290, fixes
#289
@tlvu tlvu merged commit 3191ff5 into master Jun 1, 2023
@tlvu tlvu deleted the new-docker-build branch June 1, 2023 16:30
tlvu added a commit to bird-house/finch that referenced this pull request Jun 1, 2023
@tlvu
subset.ipynb: fix output change for new Jupyter env (#275)
dd35019 
Related to Jupyter env
Ouranosinc/PAVICS-e2e-workflow-tests#115

To fix this error:
```
  ___________ finch-master/docs/source/notebooks/subset.ipynb::Cell 16 ___________
  Notebook cell execution failed
  Cell 16: Cell outputs differ

  Input:
  all_shapes.plot()

  Traceback:
   mismatch 'text/plain'

   assert reference_output == test_output failed:

    '<AxesSubplot:>' == '<Axes: >'
    - <Axes: >
    + <AxesSubplot:>
```
tlvu added a commit to Ouranosinc/PAVICS-landing that referenced this pull request Jun 1, 2023
@tlvu
Fix notebooks for upcoming Jupyter env (#64)
e8a7a85 
See Ouranosinc/PAVICS-e2e-workflow-tests#115
tlvu added a commit to bird-house/birdhouse-deploy that referenced this pull request Jun 1, 2023
@tlvu
New Jupyter env, Raven and notebook autodeploy fix (#332)
578ddfa 
## Overview

- Jupyter env: new version with latest Xclim and RavenPy

See Ouranosinc/PAVICS-e2e-workflow-tests#115 for
more details.

- Raven WPS: new version to match with new RavenPy inside the Jupyter
env

See Ouranosinc/raven@v0.14.2...v0.18.1 for
more details.

- Notebook autodeploy: unable to read the `env.local`

When `env.local` is a symlink we need to volume-mount the destination of
the symlink so it resolves inside the notebook autodeploy container.

This will allow notebook autodeploy config variable to be set in
`env.local`.

Also had someone changed the value of `JUPYTERHUB_USER_DATA_DIR` in
`env.local`, it would not have worked without this fix.

  This is a non breaking change.
@tlvu tlvu mentioned this pull request Jun 2, 2023
Merged
tlvu added a commit that referenced this pull request Jun 6, 2023
@tlvu
Jupyter docker: new build for RavenPy 0.12.1 (#119)
d2c89f6 
## Changes

- Rename `raven` folder in deployed tutorial notebooks on PAVICS to
`hydro`.
- Pull latest RavenPy 0.12.1
- Relevant changes (alphabetical order):
```diff
<   - datashader=0.14.4=pyh1a96a4e_0
>   - datashader=0.15.0=pyhd8ed1ab_0

<   - ravenpy=0.12.0=py39hf3d152e_2
>   - ravenpy=0.12.1=py39hf3d152e_0

<   - regionmask=0.9.0=pyhd8ed1ab_0
>   - regionmask=0.10.0=pyhd8ed1ab_0

```

## Tests

* Deployed as "beta" image in production for bokeh visualization
performance regression testing.
* Manual test notebook
https://github.com/Ouranosinc/PAVICS-landing/blob/master/content/notebooks/climate_indicators/PAVICStutorial_ClimateDataAnalysis-5Visualization.ipynb
for bokeh visualization performance and it looks fine.
* Jenkins build, all passed, known intermittent error only:

*
[job-PAVICS-e2e-workflow-tests-new-docker-build-211-consoleText.txt](https://github.com/Ouranosinc/PAVICS-e2e-workflow-tests/files/11636596/job-PAVICS-e2e-workflow-tests-new-docker-build-211-consoleText.txt)

*
[Raven-job-PAVICS-e2e-workflow-tests-new-docker-build-213-consoleText.txt](https://github.com/Ouranosinc/PAVICS-e2e-workflow-tests/files/11636598/Raven-job-PAVICS-e2e-workflow-tests-new-docker-build-213-consoleText.txt)



## Related Issue / Discussion

* No notebook changes required.

* Deployment to PAVICS:
bird-house/birdhouse-deploy#337

* Previous release:
#115

## Additional Information

Full diff conda env export:

[230530-1-230601-dev-conda-env-export.diff.txt](https://github.com/Ouranosinc/PAVICS-e2e-workflow-tests/files/11636551/230530-1-230601-dev-conda-env-export.diff.txt)
```diff
77c77
<   - cattrs=22.2.0=pyhd8ed1ab_0
---
>   - cattrs=23.1.1=pyhd8ed1ab_0
103c103
<   - cryptography=40.0.2=py39h079d5ae_0
---
>   - cryptography=41.0.0=py39hd4f0224_0
107c107
<   - dash=2.9.3=pyhd8ed1ab_2
---
>   - dash=2.10.0=pyhd8ed1ab_0
112c112
<   - datashader=0.14.4=pyh1a96a4e_0
---
>   - datashader=0.15.0=pyhd8ed1ab_0
254c254
<   - jupyter_ydoc=0.2.3=pyhd8ed1ab_0
---
>   - jupyter_ydoc=0.2.4=pyhd8ed1ab_0
257c257
<   - jupyterlab=3.6.3=pyhd8ed1ab_0
---
>   - jupyterlab=3.6.4=pyhd8ed1ab_0
403c403
<   - nbformat=5.8.0=pyhd8ed1ab_0
---
>   - nbformat=5.9.0=pyhd8ed1ab_0
420c420
<   - numba=0.57.0=py39hb75a051_0
---
>   - numba=0.57.0=py39hb75a051_1
427c427
<   - openssl=3.1.1=hd590300_0
---
>   - openssl=3.1.1=hd590300_1
496c496
<   - pyopenssl=23.1.1=pyhd8ed1ab_0
---
>   - pyopenssl=23.2.0=pyhd8ed1ab_1
520c520
<   - pyzmq=25.0.2=py39h0be026e_0
---
>   - pyzmq=25.1.0=py39hb257651_0
527c527
<   - ravenpy=0.12.0=py39hf3d152e_2
---
>   - ravenpy=0.12.1=py39hf3d152e_0
531c531
<   - regionmask=0.9.0=pyhd8ed1ab_0
---
>   - regionmask=0.10.0=pyhd8ed1ab_0
543c543
<   - ruamel.yaml=0.17.30=py39hd1e30aa_0
---
>   - ruamel.yaml=0.17.31=py39hd1e30aa_0
599c599
<   - ucx=1.14.1=hf587318_1
---
>   - ucx=1.14.1=hf587318_2
```


Full new conda env export:

[230601-dev-conda-env-export.yml.txt](https://github.com/Ouranosinc/PAVICS-e2e-workflow-tests/files/11636553/230601-dev-conda-env-export.yml.txt)
```diff
name: birdy
channels:
  - cdat
  - conda-forge
  - defaults
dependencies:
  - _libgcc_mutex=0.1=conda_forge
  - _openmp_mutex=4.5=2_gnu
  - affine=2.4.0=pyhd8ed1ab_0
  - aiobotocore=2.5.0=pyhd8ed1ab_0
  - aiofiles=22.1.0=pyhd8ed1ab_0
  - aiohttp=3.8.4=py39h72bdee0_0
  - aioitertools=0.11.0=pyhd8ed1ab_0
  - aiosignal=1.3.1=pyhd8ed1ab_0
  - aiosqlite=0.19.0=pyhd8ed1ab_0
  - alembic=1.11.1=pyhd8ed1ab_0
  - alsa-lib=1.2.8=h166bdaf_0
  - altair=5.0.1=pyhd8ed1ab_0
  - ansi2html=1.8.0=py39hf3d152e_1
  - anyio=3.6.1=pyhd8ed1ab_1
  - aom=3.5.0=h27087fc_0
  - appdirs=1.4.4=pyh9f0ad1d_0
  - argon2-cffi=21.3.0=pyhd8ed1ab_0
  - argon2-cffi-bindings=21.2.0=py39hb9d737c_3
  - asciitree=0.3.3=py_2
  - astor=0.8.1=pyh9f0ad1d_0
  - asttokens=2.2.1=pyhd8ed1ab_0
  - async-timeout=4.0.2=pyhd8ed1ab_0
  - async_generator=1.10=py_0
  - attr=2.5.1=h166bdaf_1
  - attrs=23.1.0=pyh71513ae_1
  - aws-c-auth=0.6.27=he072965_1
  - aws-c-cal=0.5.26=hf677bf3_1
  - aws-c-common=0.8.19=hd590300_0
  - aws-c-compression=0.2.16=hbad4bc6_7
  - aws-c-event-stream=0.2.20=hb4b372c_7
  - aws-c-http=0.7.7=h2632f9a_4
  - aws-c-io=0.13.21=h9fef7b8_5
  - aws-c-mqtt=0.8.11=h2282364_1
  - aws-c-s3=0.3.0=hcb5a9b2_2
  - aws-c-sdkutils=0.1.9=hbad4bc6_2
  - aws-checksums=0.1.14=hbad4bc6_7
  - aws-crt-cpp=0.20.2=he0fdcb3_0
  - aws-sdk-cpp=1.10.57=h059227d_13
  - babel=2.12.1=pyhd8ed1ab_1
  - backcall=0.2.0=pyh9f0ad1d_0
  - backports=1.0=pyhd8ed1ab_3
  - backports.functools_lru_cache=1.6.4=pyhd8ed1ab_0
  - base58=2.1.1=pyhd8ed1ab_0
  - bcrypt=3.2.2=py39hb9d737c_1
  - beautifulsoup4=4.12.2=pyha770c72_0
  - bias_correction=0.4=pyhd8ed1ab_0
  - birdy=0.8.4=pyh1a96a4e_0
  - bleach=6.0.0=pyhd8ed1ab_0
  - blinker=1.6.2=pyhd8ed1ab_0
  - blosc=1.21.4=h0f2a231_0
  - bokeh=2.4.3=pyhd8ed1ab_3
  - boltons=23.0.0=pyhd8ed1ab_0
  - boost-cpp=1.78.0=h5adbc97_2
  - boto3=1.26.76=pyhd8ed1ab_0
  - botocore=1.29.76=pyhd8ed1ab_0
  - bottleneck=1.3.7=py39h389d5f1_0
  - branca=0.6.0=pyhd8ed1ab_0
  - brotli=1.0.9=h166bdaf_8
  - brotli-bin=1.0.9=h166bdaf_8
  - brotlipy=0.7.0=py39hb9d737c_1005
  - brunsli=0.1=h9c3ff4c_0
  - bzip2=1.0.8=h7f98852_4
  - c-ares=1.19.1=hd590300_0
  - c-blosc2=2.9.2=hb4ffafa_0
  - ca-certificates=2023.5.7=hbcca054_0
  - cached-property=1.5.2=hd8ed1ab_1
  - cached_property=1.5.2=pyha770c72_1
  - cachetools=5.3.0=pyhd8ed1ab_0
  - cairo=1.16.0=ha61ee94_1014
  - cartopy=0.21.1=py39h6e7ad6e_0
  - cattrs=23.1.1=pyhd8ed1ab_0
  - cdat_info=8.2.1=pyhd8ed1ab_2
  - cdms2=3.1.5=py39h36de48d_15
  - cdtime=3.1.4=py39he83c29a_7
  - certifi=2023.5.7=pyhd8ed1ab_0
  - certipy=0.1.3=py_0
  - cf_xarray=0.8.0=pyhd8ed1ab_0
  - cffi=1.15.1=py39he91dace_3
  - cfgrib=0.9.10.4=pyhd8ed1ab_0
  - cfgv=3.3.1=pyhd8ed1ab_0
  - cfitsio=4.2.0=hd9d235c_0
  - cftime=1.6.2=py39h2ae25f5_1
  - charls=2.4.2=h59595ed_0
  - charset-normalizer=2.1.1=pyhd8ed1ab_0
  - click=8.1.3=unix_pyhd8ed1ab_2
  - click-plugins=1.1.1=py_0
  - cligj=0.7.2=pyhd8ed1ab_1
  - climpred=2.3.0=pyhd8ed1ab_0
  - clisops=0.9.6=pyh1a96a4e_0
  - cloudpickle=2.2.1=pyhd8ed1ab_0
  - colorama=0.4.6=pyhd8ed1ab_0
  - colorcet=3.0.1=pyhd8ed1ab_0
  - comm=0.1.3=pyhd8ed1ab_0
  - configurable-http-proxy=4.5.4=he2f69ee_2
  - contourpy=1.0.7=py39h4b4f3f3_0
  - coverage=7.2.7=py39hd1e30aa_0
  - cryptography=41.0.0=py39hd4f0224_0
  - curl=8.1.2=h409715c_0
  - cycler=0.11.0=pyhd8ed1ab_0
  - cytoolz=0.12.0=py39hb9d737c_1
  - dash=2.10.0=pyhd8ed1ab_0
  - dask=2023.5.1=pyhd8ed1ab_0
  - dask-core=2023.5.1=pyhd8ed1ab_0
  - dask-labextension=6.1.0=pyhd8ed1ab_0
  - dataclasses=0.8=pyhc8e2a94_3
  - datashader=0.15.0=pyhd8ed1ab_0
  - datashape=0.5.4=py_1
  - dav1d=1.2.0=hd590300_0
  - dbus=1.13.6=h5008d03_3
  - debugpy=1.6.7=py39h227be39_0
  - decorator=5.1.1=pyhd8ed1ab_0
  - defusedxml=0.7.1=pyhd8ed1ab_0
  - descartes=1.1.0=py_4
  - dill=0.3.6=pyhd8ed1ab_1
  - distarray=2.12.2=pyh050c7b8_4
  - distlib=0.3.6=pyhd8ed1ab_0
  - distributed=2023.5.1=pyhd8ed1ab_0
  - docopt=0.6.2=py_1
  - docrep=0.3.2=pyh44b312d_0
  - eccodes=2.28.0=h7513371_1
  - elfutils=0.189=hde5d1a3_0
  - entrypoints=0.4=pyhd8ed1ab_0
  - eofs=1.4.0=py_0
  - esgf-compute-api=2.3.9=0_h1234567_
  - esgf-pyclient=0.3.1=pyh1a96a4e_2
  - esmf=8.4.0=mpi_mpich_hc592774_104
  - esmpy=8.4.0=mpi_mpich_py39h3088dd8_102
  - exceptiongroup=1.1.1=pyhd8ed1ab_0
  - execnet=1.9.0=pyhd8ed1ab_0
  - executing=1.2.0=pyhd8ed1ab_0
  - expat=2.5.0=hcb278e6_1
  - fasteners=0.17.3=pyhd8ed1ab_0
  - fastprogress=1.0.3=pyhd8ed1ab_0
  - fftw=3.3.10=nompi_hc118613_107
  - filelock=3.12.0=pyhd8ed1ab_0
  - findlibs=0.0.5=pyhd8ed1ab_0
  - fiona=1.9.1=py39hbc5ff6d_0
  - flask=2.3.2=pyhd8ed1ab_0
  - flit-core=3.9.0=pyhd8ed1ab_0
  - flox=0.7.2=pyhd8ed1ab_0
  - folium=0.14.0=pyhd8ed1ab_0
  - font-ttf-dejavu-sans-mono=2.37=hab24e00_0
  - font-ttf-inconsolata=3.000=h77eed37_0
  - font-ttf-source-code-pro=2.038=h77eed37_0
  - font-ttf-ubuntu=0.83=hab24e00_0
  - fontconfig=2.14.2=h14ed4e7_0
  - fonts-conda-ecosystem=1=0
  - fonts-conda-forge=1=0
  - fonttools=4.39.4=py39hd1e30aa_0
  - freeglut=3.2.2=h9c3ff4c_1
  - freetype=2.12.1=hca18f0e_1
  - freexl=1.0.6=h166bdaf_1
  - frozenlist=1.3.3=py39hb9d737c_0
  - fsspec=2023.5.0=pyh1a96a4e_0
  - funcsigs=1.0.2=py_3
  - future=0.18.3=pyhd8ed1ab_0
  - g2clib=1.6.3=hbecde78_1
  - gcsfs=2023.5.0=pyhd8ed1ab_0
  - gdal=3.6.2=py39hc6cd174_6
  - geckodriver=0.33.0=hd2f7af9_0
  - geographiclib=1.52=pyhd8ed1ab_0
  - geopandas=0.13.0=pyhd8ed1ab_0
  - geopandas-base=0.13.0=pyha770c72_0
  - geopy=2.3.0=pyhd8ed1ab_0
  - geos=3.11.1=h27087fc_0
  - geotiff=1.7.1=h7a142b4_6
  - geoviews=1.9.6=pyhd8ed1ab_0
  - geoviews-core=1.9.6=pyha770c72_0
  - gettext=0.21.1=h27087fc_0
  - gflags=2.2.2=he1b5a44_1004
  - giflib=5.2.1=h0b41bf4_3
  - gitdb=4.0.10=pyhd8ed1ab_0
  - gitpython=3.1.31=pyhd8ed1ab_0
  - glib=2.76.3=hfc55251_0
  - glib-tools=2.76.3=hfc55251_0
  - glog=0.6.0=h6f12383_0
  - gnutls=3.7.8=hf3e180e_0
  - google-api-core=2.11.0=pyhd8ed1ab_0
  - google-auth=2.19.0=pyh1a96a4e_0
  - google-auth-oauthlib=1.0.0=pyhd8ed1ab_0
  - google-cloud-core=2.3.2=pyhd8ed1ab_0
  - google-cloud-storage=2.9.0=pyh1a96a4e_0
  - google-crc32c=1.1.2=py39h8db88ab_4
  - google-resumable-media=2.5.0=pyhd8ed1ab_0
  - googleapis-common-protos=1.57.1=pyhd8ed1ab_0
  - graphite2=1.3.13=h58526e2_1001
  - greenlet=2.0.2=py39h3d6467e_1
  - grpcio=1.54.2=py39h227be39_2
  - gst-plugins-base=1.22.0=h4243ec0_2
  - gstreamer=1.22.0=h25f0c4b_2
  - gstreamer-orc=0.4.34=hd590300_0
  - h11=0.14.0=pyhd8ed1ab_0
  - h5netcdf=1.1.0=pyhd8ed1ab_1
  - h5py=3.8.0=mpi_mpich_py39hadaddcd_0
  - harfbuzz=6.0.0=h8e241bc_0
  - haversine=2.8.0=pyhd8ed1ab_0
  - hdf4=4.2.15=h9772cbc_5
  - hdf5=1.12.2=mpi_mpich_h5d83325_1
  - holoviews=1.16.0=pyhd8ed1ab_0
  - hvplot=0.8.3=pyhd8ed1ab_0
  - icu=70.1=h27087fc_0
  - identify=2.5.24=pyhd8ed1ab_0
  - idna=3.4=pyhd8ed1ab_0
  - imagecodecs=2023.1.23=py39hd061359_0
  - imageio=2.28.1=pyh24c5eb1_0
  - importlib-metadata=6.6.0=pyha770c72_0
  - importlib-resources=5.12.0=pyhd8ed1ab_0
  - importlib_metadata=6.6.0=hd8ed1ab_0
  - importlib_resources=5.12.0=pyhd8ed1ab_0
  - iniconfig=2.0.0=pyhd8ed1ab_0
  - intake=0.7.0=pyhd8ed1ab_0
  - intake-esm=2021.8.17=pyhd8ed1ab_0
  - intake-geopandas=0.4.0=pyhd8ed1ab_0
  - intake-thredds=2022.8.19=pyhd8ed1ab_0
  - intake-xarray=0.7.0=pyhd8ed1ab_0
  - ipykernel=6.23.1=pyh210e3f2_0
  - ipyleaflet=0.17.2=pyhd8ed1ab_0
  - ipython=8.13.2=pyh41d4057_0
  - ipython_genutils=0.2.0=py_1
  - ipywidgets=8.0.6=pyhd8ed1ab_0
  - itsdangerous=2.1.2=pyhd8ed1ab_0
  - jack=1.9.22=h11f4161_0
  - jasper=2.0.33=h0ff4b12_1
  - jedi=0.18.2=pyhd8ed1ab_0
  - jinja2=3.1.2=pyhd8ed1ab_1
  - jmespath=1.0.1=pyhd8ed1ab_0
  - joblib=1.2.0=pyhd8ed1ab_0
  - jpeg=9e=h0b41bf4_3
  - json-c=0.16=hc379101_0
  - json5=0.9.5=pyh9f0ad1d_0
  - jsonpickle=2.2.0=pyhd8ed1ab_0
  - jsonschema=4.17.3=pyhd8ed1ab_0
  - jupyter=1.0.0=py39hf3d152e_8
  - jupyter-archive=3.3.4=pyhd8ed1ab_1
  - jupyter-dash=0.4.2=pyhd8ed1ab_1
  - jupyter-resource-usage=0.7.1=pyhd8ed1ab_0
  - jupyter-server-mathjax=0.2.6=pyh5bfe37b_1
  - jupyter-server-proxy=4.0.0=pyhd8ed1ab_0
  - jupyter_bokeh=3.0.5=pyhd8ed1ab_0
  - jupyter_client=7.4.1=pyhd8ed1ab_0
  - jupyter_console=6.6.3=pyhd8ed1ab_0
  - jupyter_core=5.3.0=py39hf3d152e_0
  - jupyter_events=0.6.3=pyhd8ed1ab_0
  - jupyter_server=1.23.6=pyhd8ed1ab_0
  - jupyter_server_fileid=0.9.0=pyhd8ed1ab_0
  - jupyter_server_ydoc=0.8.0=pyhd8ed1ab_0
  - jupyter_telemetry=0.1.0=pyhd8ed1ab_1
  - jupyter_ydoc=0.2.4=pyhd8ed1ab_0
  - jupyterhub=4.0.0=pyh2a2186d_0
  - jupyterhub-base=4.0.0=pyh2a2186d_0
  - jupyterlab=3.6.4=pyhd8ed1ab_0
  - jupyterlab-git=0.41.0=pyhd8ed1ab_1
  - jupyterlab-system-monitor=0.8.0=pyhd8ed1ab_2
  - jupyterlab-topbar=0.6.1=pyhd8ed1ab_2
  - jupyterlab_pygments=0.2.2=pyhd8ed1ab_0
  - jupyterlab_server=2.22.1=pyhd8ed1ab_0
  - jupyterlab_widgets=3.0.7=pyhd8ed1ab_1
  - jupytext=1.14.5=pyhcff175f_0
  - jxrlib=1.1=h7f98852_2
  - kealib=1.5.0=ha7026e8_0
  - keyutils=1.6.1=h166bdaf_0
  - kiwisolver=1.4.4=py39hf939315_1
  - krb5=1.20.1=h81ceb04_0
  - lame=3.100=h166bdaf_1003
  - lazy-object-proxy=1.9.0=py39h72bdee0_0
  - lazy_loader=0.2=pyhd8ed1ab_0
  - lcms2=2.15=hfd0df8a_0
  - ld_impl_linux-64=2.40=h41732ed_0
  - lerc=4.0.0=h27087fc_0
  - libabseil=20230125.2=cxx17_h59595ed_2
  - libaec=1.0.6=hcb278e6_1
  - libarchive=3.6.2=h3d51595_0
  - libarrow=10.0.1=hf815326_25_cpu
  - libavif=0.11.1=hff004cb_1
  - libblas=3.9.0=16_linux64_openblas
  - libbrotlicommon=1.0.9=h166bdaf_8
  - libbrotlidec=1.0.9=h166bdaf_8
  - libbrotlienc=1.0.9=h166bdaf_8
  - libcap=2.67=he9d0100_0
  - libcblas=3.9.0=16_linux64_openblas
  - libcdms=3.1.2=hf94f14b_119
  - libcf=1.0.3=py39h6c807ef_115
  - libclang=15.0.7=default_h7634d5b_2
  - libclang13=15.0.7=default_h9986a30_2
  - libcrc32c=1.1.2=h9c3ff4c_0
  - libcups=2.3.3=h36d4200_3
  - libcurl=8.1.2=h409715c_0
  - libdb=6.2.32=h9c3ff4c_0
  - libdeflate=1.17=h0b41bf4_0
  - libdrm=2.4.114=h166bdaf_0
  - libdrs=3.1.2=hf593df3_118
  - libdrs_f=3.1.2=h7e76ec7_114
  - libedit=3.1.20191231=he28a2e2_2
  - libev=4.33=h516909a_1
  - libevent=2.1.10=h28343ad_4
  - libexpat=2.5.0=hcb278e6_1
  - libffi=3.4.2=h7f98852_5
  - libflac=1.4.2=h27087fc_0
  - libgcc-ng=12.2.0=h65d4601_19
  - libgcrypt=1.10.1=h166bdaf_0
  - libgdal=3.6.2=h8c90c07_6
  - libgfortran-ng=12.2.0=h69a702a_19
  - libgfortran5=12.2.0=h337968e_19
  - libglib=2.76.3=hebfc3b9_0
  - libglu=9.0.0=he1b5a44_1001
  - libgomp=12.2.0=h65d4601_19
  - libgoogle-cloud=2.10.1=hac9eb74_1
  - libgpg-error=1.46=h620e276_0
  - libgrpc=1.54.2=hb20ce57_2
  - libiconv=1.17=h166bdaf_0
  - libidn2=2.3.4=h166bdaf_0
  - libkml=1.3.0=h37653c0_1015
  - liblapack=3.9.0=16_linux64_openblas
  - libllvm14=14.0.6=hcd5def8_2
  - libllvm15=15.0.7=hadd5161_1
  - libllvm16=16.0.1=hadd5161_0
  - libmicrohttpd=0.9.76=h87ba234_0
  - libnetcdf=4.8.1=mpi_mpich_hcd871d9_6
  - libnghttp2=1.52.0=h61bc06f_0
  - libnsl=2.0.0=h7f98852_0
  - libnuma=2.0.16=h0b41bf4_1
  - libogg=1.3.4=h7f98852_1
  - libopenblas=0.3.21=pthreads_h78a6416_3
  - libopus=1.3.1=h7f98852_1
  - libpciaccess=0.17=h166bdaf_0
  - libpng=1.6.39=h753d276_0
  - libpq=15.2=hb675445_0
  - libprotobuf=3.21.12=h3eb15da_0
  - librttopo=1.1.0=ha49c73b_12
  - libsndfile=1.2.0=hb75c966_0
  - libsodium=1.0.18=h36c2ea0_1
  - libspatialindex=1.9.3=h9c3ff4c_4
  - libspatialite=5.0.1=h221c8f1_23
  - libsqlite=3.42.0=h2797004_0
  - libssh2=1.10.0=hf14f497_3
  - libstdcxx-ng=12.2.0=h46fd767_19
  - libsystemd0=253=h8c4010b_1
  - libtasn1=4.19.0=h166bdaf_0
  - libthrift=0.18.1=h5e4af38_0
  - libtiff=4.5.0=h6adf6a1_2
  - libtool=2.4.7=h27087fc_0
  - libudev1=253=h0b41bf4_1
  - libunistring=0.9.10=h7f98852_0
  - libutf8proc=2.8.0=h166bdaf_0
  - libuuid=2.38.1=h0b41bf4_0
  - libuv=1.44.2=h166bdaf_0
  - libvorbis=1.3.7=h9c3ff4c_0
  - libwebp-base=1.3.0=h0b41bf4_0
  - libxcb=1.13=h7f98852_1004
  - libxkbcommon=1.5.0=h79f4944_1
  - libxml2=2.10.3=hca2bb57_4
  - libxslt=1.1.37=h873f0b0_0
  - libzip=1.9.2=hc929e4a_1
  - libzlib=1.2.13=h166bdaf_4
  - libzopfli=1.0.3=h9c3ff4c_0
  - llvmlite=0.40.0=py39h174d805_0
  - lmoments3=1.0.5=pyhd8ed1ab_0
  - locket=1.0.0=pyhd8ed1ab_0
  - loguru=0.7.0=py39hf3d152e_0
  - lxml=4.9.2=py39h14694de_0
  - lz4=4.3.2=py39h724f13c_0
  - lz4-c=1.9.4=hcb278e6_0
  - lzo=2.10=h516909a_1000
  - mako=1.2.4=pyhd8ed1ab_0
  - mamba_gator=5.2.1=pyhd8ed1ab_0
  - mapclassify=2.5.0=pyhd8ed1ab_1
  - markdown=3.4.3=pyhd8ed1ab_0
  - markdown-it-py=2.2.0=pyhd8ed1ab_0
  - markupsafe=2.1.2=py39h72bdee0_0
  - matplotlib=3.7.1=py39hf3d152e_0
  - matplotlib-base=3.7.1=py39he190548_0
  - matplotlib-inline=0.1.6=pyhd8ed1ab_0
  - mdit-py-plugins=0.3.5=pyhd8ed1ab_0
  - mdurl=0.1.0=pyhd8ed1ab_0
  - memory_profiler=0.61.0=pyhd8ed1ab_0
  - mesalib=23.0.2=h3855f93_0
  - mistune=2.0.5=pyhd8ed1ab_0
  - mpg123=1.31.3=hcb278e6_0
  - mpi=1.0=mpich
  - mpi4py=3.1.4=py39h32b9844_0
  - mpich=4.0.3=h846660c_100
  - msgpack-python=1.0.5=py39h4b4f3f3_0
  - multidict=6.0.4=py39h72bdee0_0
  - multipledispatch=0.6.0=py_0
  - multiprocess=0.70.14=py39hb9d737c_3
  - munch=3.0.0=pyhd8ed1ab_0
  - munkres=1.1.4=pyh9f0ad1d_0
  - myproxyclient=2.1.0=pyhd8ed1ab_2
  - mysql-common=8.0.32=hf1915f5_2
  - mysql-libs=8.0.32=hca2cd23_2
  - nbclassic=1.0.0=pyhb4ecaf3_1
  - nbclient=0.7.4=pyhd8ed1ab_0
  - nbconvert=7.4.0=pyhd8ed1ab_0
  - nbconvert-core=7.4.0=pyhd8ed1ab_0
  - nbconvert-pandoc=7.4.0=pyhd8ed1ab_0
  - nbdime=3.2.1=pyhd8ed1ab_0
  - nbformat=5.9.0=pyhd8ed1ab_0
  - nbresuse=0.4.0=pyhd8ed1ab_0
  - nbval=0.9.6=pyh9f0ad1d_0
  - nc-time-axis=1.4.1=pyhd8ed1ab_0
  - ncurses=6.3=h27087fc_1
  - nest-asyncio=1.5.6=pyhd8ed1ab_0
  - nested_dict=1.61=pyhd3deb0d_0
  - netcdf-fortran=4.6.0=mpi_mpich_h1e13492_2
  - netcdf4=1.6.2=nompi_py39hfaa66c4_100
  - nettle=3.8.1=hc379101_1
  - networkx=3.1=pyhd8ed1ab_0
  - nodeenv=1.8.0=pyhd8ed1ab_0
  - nodejs=18.15.0=h8d033a5_0
  - notebook=6.5.4=pyha770c72_0
  - notebook-shim=0.2.3=pyhd8ed1ab_0
  - nspr=4.35=h27087fc_0
  - nss=3.89=he45b914_0
  - numba=0.57.0=py39hb75a051_1
  - numcodecs=0.11.0=py39h227be39_1
  - numpy=1.23.5=py39h3d75532_0
  - numpy_groupies=0.9.22=pyhd8ed1ab_0
  - oauthlib=3.2.2=pyhd8ed1ab_0
  - openblas=0.3.21=pthreads_h320a7e8_3
  - openjpeg=2.5.0=hfec8fc6_2
  - openssl=3.1.1=hd590300_1
  - orc=1.8.3=hfdbbad2_0
  - outcome=1.2.0=pyhd8ed1ab_0
  - owslib=0.28.1=pyhd8ed1ab_0
  - p11-kit=0.24.1=hc5aa10d_0
  - packaging=23.1=pyhd8ed1ab_0
  - pamela=1.0.0=py_0
  - pandas=1.3.5=py39hde0f152_0
  - pandoc=2.19.2=h32600fe_2
  - pandocfilters=1.5.0=pyhd8ed1ab_0
  - panel=0.14.4=pyhd8ed1ab_0
  - parallelio=2.5.10=mpi_mpich_h862c5c2_100
  - param=1.13.0=pyh1a96a4e_0
  - paramiko=3.2.0=pyhd8ed1ab_0
  - parso=0.8.3=pyhd8ed1ab_0
  - partd=1.4.0=pyhd8ed1ab_0
  - pathos=0.3.0=pyhd8ed1ab_0
  - patsy=0.5.3=pyhd8ed1ab_0
  - pcre2=10.40=hc3806b6_0
  - pexpect=4.8.0=pyh1a96a4e_2
  - pickleshare=0.7.5=py_1003
  - pillow=9.4.0=py39h2320bf1_1
  - pint=0.21=pyhd8ed1ab_0
  - pip=23.1.2=pyhd8ed1ab_0
  - pixman=0.40.0=h36c2ea0_0
  - pkgutil-resolve-name=1.3.10=pyhd8ed1ab_0
  - platformdirs=3.5.1=pyhd8ed1ab_0
  - plotly=5.14.1=pyhd8ed1ab_0
  - pluggy=1.0.0=pyhd8ed1ab_5
  - ply=3.11=py_1
  - pooch=1.7.0=pyha770c72_3
  - poppler=23.01.0=h091648b_0
  - poppler-data=0.4.12=hd8ed1ab_0
  - postgresql=15.2=h3248436_0
  - pox=0.3.2=pyhd8ed1ab_0
  - ppft=1.7.6.6=pyhd8ed1ab_0
  - pre-commit=3.3.2=pyha770c72_0
  - proj=9.1.1=h8ffa02c_2
  - prometheus_client=0.17.0=pyhd8ed1ab_0
  - prompt-toolkit=3.0.38=pyha770c72_0
  - prompt_toolkit=3.0.38=hd8ed1ab_0
  - properscoring=0.1=py_0
  - protobuf=4.21.12=py39h227be39_0
  - pscript=0.7.7=pyhd8ed1ab_0
  - psutil=5.9.5=py39h72bdee0_0
  - pthread-stubs=0.4=h36c2ea0_1001
  - ptyprocess=0.7.0=pyhd3deb0d_0
  - pulseaudio=16.1=hcb278e6_3
  - pulseaudio-client=16.1=h5195f5e_3
  - pulseaudio-daemon=16.1=ha8d29e2_3
  - pure_eval=0.2.2=pyhd8ed1ab_0
  - pyarrow=10.0.1=py39he4327e9_25_cpu
  - pyasn1=0.4.8=py_0
  - pyasn1-modules=0.2.7=py_0
  - pycparser=2.21=pyhd8ed1ab_0
  - pyct=0.4.6=py_0
  - pyct-core=0.4.6=py_0
  - pycurl=7.45.1=py39h9297c8b_3
  - pydantic=1.10.8=py39hd1e30aa_0
  - pydap=3.4.0=pyhd8ed1ab_0
  - pydeck=0.8.0=pyhd8ed1ab_0
  - pygeos=0.14=py39hc9151fd_0
  - pygments=2.15.1=pyhd8ed1ab_0
  - pyjwt=2.7.0=pyhd8ed1ab_0
  - pymbolic=2022.2=pyhd8ed1ab_0
  - pymetalink=6.4=pyhd8ed1ab_0
  - pympler=1.0.1=pyhd8ed1ab_0
  - pynacl=1.5.0=py39hb9d737c_2
  - pyogrio=0.5.1=py39hbc5ff6d_0
  - pyopenssl=23.2.0=pyhd8ed1ab_1
  - pyparsing=3.0.9=pyhd8ed1ab_0
  - pyproj=3.5.0=py39hf8a5840_0
  - pyqt=5.15.7=py39h5c7b992_3
  - pyqt5-sip=12.11.0=py39h227be39_3
  - pyrsistent=0.19.3=py39h72bdee0_0
  - pyshp=2.3.1=pyhd8ed1ab_0
  - pysocks=1.7.1=pyha2e5f31_6
  - pytest=7.3.1=pyhd8ed1ab_0
  - pytest-xdist=3.3.1=pyhd8ed1ab_0
  - python=3.9.16=h2782a2a_0_cpython
  - python-dateutil=2.8.2=pyhd8ed1ab_0
  - python-eccodes=1.5.1=py39h389d5f1_0
  - python-fastjsonschema=2.17.1=pyhd8ed1ab_0
  - python-json-logger=2.0.7=pyhd8ed1ab_0
  - python-pptx=0.6.21=pyhd8ed1ab_0
  - python-tzdata=2023.3=pyhd8ed1ab_0
  - python_abi=3.9=3_cp39
  - pytools=2022.1.14=pyhd8ed1ab_0
  - pytz=2023.3=pyhd8ed1ab_0
  - pyu2f=0.1.5=pyhd8ed1ab_0
  - pyviz_comms=2.3.0=pyhd8ed1ab_0
  - pywavelets=1.4.1=py39h389d5f1_0
  - pyyaml=6.0=py39hb9d737c_5
  - pyzmq=25.1.0=py39hb257651_0
  - qt-main=5.15.8=h5d23da1_6
  - qtconsole=5.4.3=pyhd8ed1ab_0
  - qtconsole-base=5.4.3=pyha770c72_0
  - qtpy=2.3.1=pyhd8ed1ab_0
  - rasterio=1.3.6=py39h09b1985_0
  - raven-hydro=0.2.1=py39h8e2dbb5_1
  - ravenpy=0.12.1=py39hf3d152e_0
  - rdma-core=28.9=h59595ed_1
  - re2=2023.03.02=h8c504da_0
  - readline=8.2=h8228510_1
  - regionmask=0.10.0=pyhd8ed1ab_0
  - requests=2.31.0=pyhd8ed1ab_0
  - requests-cache=1.0.1=pyhd8ed1ab_0
  - requests-magpie=0.2.0=pyhd8ed1ab_0
  - requests-oauthlib=1.3.1=pyhd8ed1ab_0
  - retrying=1.3.3=py_2
  - rfc3339-validator=0.1.4=pyhd8ed1ab_0
  - rfc3986-validator=0.1.1=pyh9f0ad1d_0
  - rioxarray=0.14.1=pyhd8ed1ab_0
  - roocs-utils=0.6.4=pyh1a96a4e_0
  - rsa=4.9=pyhd8ed1ab_0
  - rtree=1.0.1=py39hb102c33_1
  - ruamel.yaml=0.17.31=py39hd1e30aa_0
  - ruamel.yaml.clib=0.2.7=py39h72bdee0_1
  - s2n=1.3.44=h06160fa_0
  - s3fs=2023.5.0=pyhd8ed1ab_0
  - s3transfer=0.6.1=pyhd8ed1ab_0
  - scikit-image=0.20.0=py39h7c7b5a8_1
  - scikit-learn=1.2.2=py39hc236052_2
  - scipy=1.9.1=py39h8ba3f38_0
  - scp=0.14.5=pyhd8ed1ab_0
  - seaborn=0.12.2=hd8ed1ab_0
  - seaborn-base=0.12.2=pyhd8ed1ab_0
  - selenium=4.9.1=pyhd8ed1ab_0
  - semver=3.0.0=pyhd8ed1ab_0
  - send2trash=1.8.2=pyh41d4057_0
  - setuptools=59.8.0=py39hf3d152e_1
  - shapely=2.0.1=py39hc9151fd_0
  - simpervisor=1.0.0=pyhd8ed1ab_0
  - sip=6.7.9=py39h3d6467e_0
  - siphon=0.9=pyhd8ed1ab_2
  - six=1.16.0=pyh6c4a22f_0
  - smmap=3.0.5=pyh44b312d_0
  - snappy=1.1.10=h9fff704_0
  - sniffio=1.3.0=pyhd8ed1ab_0
  - snuggs=1.4.7=py_0
  - sortedcontainers=2.4.0=pyhd8ed1ab_0
  - soupsieve=2.3.2.post1=pyhd8ed1ab_0
  - sparse=0.14.0=pyhd8ed1ab_0
  - spotpy=1.6.2=pyhd8ed1ab_0
  - sqlalchemy=2.0.15=py39hd1e30aa_0
  - sqlite=3.42.0=h2c6b66d_0
  - stack_data=0.6.2=pyhd8ed1ab_0
  - statsmodels=0.14.0=py39h0f8d45d_1
  - streamlit=1.8.0=pyhd8ed1ab_0
  - tblib=1.7.0=pyhd8ed1ab_0
  - tenacity=8.2.2=pyhd8ed1ab_0
  - terminado=0.17.1=pyh41d4057_0
  - threadpoolctl=3.1.0=pyh8a188c0_0
  - threddsclient=0.4.2=py_0
  - tifffile=2023.4.12=pyhd8ed1ab_0
  - tiledb=2.13.2=hd532e3d_0
  - tinycss2=1.2.1=pyhd8ed1ab_0
  - tk=8.6.12=h27826a3_0
  - toml=0.10.2=pyhd8ed1ab_0
  - tomli=2.0.1=pyhd8ed1ab_0
  - toolz=0.12.0=pyhd8ed1ab_0
  - tornado=6.3.2=py39hd1e30aa_0
  - tqdm=4.65.0=pyhd8ed1ab_1
  - traitlets=5.9.0=pyhd8ed1ab_0
  - traittypes=0.2.1=pyh9f0ad1d_2
  - trio=0.22.0=py39hf3d152e_1
  - trio-websocket=0.10.2=pyhd8ed1ab_0
  - typing-extensions=4.6.2=hd8ed1ab_0
  - typing_extensions=4.6.2=pyha770c72_0
  - tzcode=2023c=h0b41bf4_0
  - tzdata=2023c=h71feb2d_0
  - tzlocal=5.0.1=py39hf3d152e_0
  - ucx=1.14.1=hf587318_2
  - ujson=5.7.0=py39h227be39_0
  - ukkonen=1.0.1=py39hf939315_3
  - unicodedata2=15.0.0=py39hb9d737c_0
  - url-normalize=1.4.3=pyhd8ed1ab_0
  - urllib3=1.26.15=pyhd8ed1ab_0
  - urlpath=1.2.0=pyhd8ed1ab_0
  - validators=0.20.0=pyhd8ed1ab_0
  - virtualenv=20.23.0=pyhd8ed1ab_0
  - voila=0.4.0=pyhd8ed1ab_0
  - watchdog=3.0.0=py39hf3d152e_0
  - wcwidth=0.2.6=pyhd8ed1ab_0
  - webencodings=0.5.1=py_1
  - webob=1.8.7=pyhd8ed1ab_0
  - websocket-client=1.5.2=pyhd8ed1ab_0
  - websockets=11.0.3=py39hd1e30aa_0
  - werkzeug=2.3.4=pyhd8ed1ab_0
  - wget=1.20.3=ha35d2d1_1
  - wheel=0.40.0=pyhd8ed1ab_0
  - widgetsnbextension=4.0.7=pyhd8ed1ab_0
  - wrapt=1.15.0=py39h72bdee0_0
  - wsproto=1.2.0=pyhd8ed1ab_0
  - xarray=2023.1.0=pyhd8ed1ab_0
  - xcb-util=0.4.0=h516909a_0
  - xcb-util-image=0.4.0=h166bdaf_0
  - xcb-util-keysyms=0.4.0=h516909a_0
  - xcb-util-renderutil=0.3.9=h166bdaf_0
  - xcb-util-wm=0.4.1=h516909a_0
  - xclim=0.43.0=py39hf3d152e_1
  - xerces-c=3.2.4=h55805fa_1
  - xesmf=0.7.1=pyhd8ed1ab_0
  - xeus=3.0.5=hac2b420_1
  - xeus-python=0.15.9=py39h7633fee_0
  - xeus-python-shell=0.5.0=pyhd8ed1ab_0
  - xeus-python-shell-raw=0.5.0=pyhd8ed1ab_0
  - xeus-zmq=1.0.3=h0541b36_0
  - xhistogram=0.3.2=pyhd8ed1ab_0
  - xkeyboard-config=2.38=h0b41bf4_0
  - xlrd=2.0.1=pyhd8ed1ab_3
  - xlsxwriter=3.1.2=pyhd8ed1ab_0
  - xorg-damageproto=1.2.1=h7f98852_1002
  - xorg-fixesproto=5.0=h7f98852_1002
  - xorg-glproto=1.4.17=h7f98852_1002
  - xorg-inputproto=2.3.2=h7f98852_1002
  - xorg-kbproto=1.0.7=h7f98852_1002
  - xorg-libice=1.1.1=hd590300_0
  - xorg-libsm=1.2.4=h7391055_0
  - xorg-libx11=1.8.4=h0b41bf4_0
  - xorg-libxau=1.0.11=hd590300_0
  - xorg-libxdamage=1.1.5=h7f98852_1
  - xorg-libxdmcp=1.1.3=h7f98852_0
  - xorg-libxext=1.3.4=h0b41bf4_2
  - xorg-libxfixes=5.0.3=h7f98852_1004
  - xorg-libxi=1.7.10=h7f98852_0
  - xorg-libxrandr=1.5.2=h7f98852_1
  - xorg-libxrender=0.9.10=h7f98852_1003
  - xorg-randrproto=1.5.0=h7f98852_1001
  - xorg-renderproto=0.11.1=h7f98852_1002
  - xorg-util-macros=1.19.3=h7f98852_0
  - xorg-xextproto=7.3.0=h0b41bf4_1003
  - xorg-xf86vidmodeproto=2.3.1=h7f98852_1002
  - xorg-xproto=7.0.31=h7f98852_1007
  - xrft=1.0.1=pyhd8ed1ab_0
  - xskillscore=0.0.24=pyhd8ed1ab_0
  - xyzservices=2023.5.0=pyhd8ed1ab_1
  - xz=5.2.6=h166bdaf_0
  - y-py=0.5.9=py39h50f1755_0
  - yaml=0.2.5=h7f98852_2
  - yarl=1.9.2=py39hd1e30aa_0
  - ypy-websocket=0.8.2=pyhd8ed1ab_0
  - zarr=2.14.2=pyhd8ed1ab_0
  - zeromq=4.3.4=h9c3ff4c_1
  - zfp=1.0.0=h27087fc_3
  - zict=3.0.0=pyhd8ed1ab_0
  - zipp=3.15.0=pyhd8ed1ab_0
  - zlib=1.2.13=h166bdaf_4
  - zlib-ng=2.0.7=h0b41bf4_0
  - zstd=1.5.2=h3eb15da_6
  - pip:
      - arrow==1.2.3
      - astunparse==1.6.3
      - colour==0.1.5
      - dnspython==2.3.0
      - email-validator==2.0.0.post2
      - fqdn==1.5.1
      - geojson==3.0.1
      - hsclient==0.3.3
      - hsmodels==0.5.5
      - ipython-blocking==0.3.1
      - isodate==0.6.1
      - isoduration==20.11.0
      - jsonpointer==2.3
      - jupyterlab-logout==0.5.0
      - jupyterlab-tabular-data-editor==1.0.0
      - jupyternotify==0.1.15
      - pixiedust==1.1.19
      - pytest-tornasync==0.6.0.post2
      - rdflib==5.0.0
      - uri-template==1.2.0
      - webcolors==1.13
      - xmltodict==0.13.0
      - xncml==0.2
      - xsdata==23.5
prefix: /opt/conda/envs/birdy
```

Docker build log:  Forgot to save manual build
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@Zeitsperre Zeitsperre Zeitsperre approved these changes

@tlogan2000 tlogan2000 tlogan2000 approved these changes

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@tlvu @Zeitsperre @tlogan2000