From 43d8e7ba57335ebd2b0db2feffa516dc7f5ce7b3 Mon Sep 17 00:00:00 2001
From: f-PLT <fplt.softwaredeveloper@gmail.com>
Date: Tue, 28 May 2024 10:20:43 -0400
Subject: [PATCH 1/4] Environment init

---
 .github/workflows/lint.yml      |   6 +-
 .github/workflows/precommit.yml |   6 +-
 Makefile.variables              |   2 +-
 environment.yml                 |   7 +-
 poetry.lock                     | 594 +++++++++++++++++++++++++++++++-
 pyproject.toml                  |   5 +
 6 files changed, 610 insertions(+), 10 deletions(-)

diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 3ead8d3..e3c2ca2 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -14,10 +14,10 @@ jobs:
     steps:
       - uses: actions/checkout@v4
 
-      - name: Set up Python 3.10
+      - name: Set up Python 3.11
         uses: actions/setup-python@v5
         with:
-          python-version: '3.10'
+          python-version: '3.11'
 
       - name: Install Poetry
         run: |
@@ -33,4 +33,4 @@ jobs:
 
       - name: Run linting checks
         run: |
-          make check-pylint
\ No newline at end of file
+          make check-pylint
diff --git a/.github/workflows/precommit.yml b/.github/workflows/precommit.yml
index 92c9138..49957cb 100644
--- a/.github/workflows/precommit.yml
+++ b/.github/workflows/precommit.yml
@@ -14,10 +14,10 @@ jobs:
     steps:
       - uses: actions/checkout@v4
 
-      - name: Set up Python 3.10
+      - name: Set up Python 3.11
         uses: actions/setup-python@v5
         with:
-          python-version: '3.10'
+          python-version: '3.11'
 
       - name: Install Poetry
         run: |
@@ -33,4 +33,4 @@ jobs:
 
       - name: Run Pre-commit checks
         run: |
-          make precommit
\ No newline at end of file
+          make precommit
diff --git a/Makefile.variables b/Makefile.variables
index 8876d41..3602cb6 100644
--- a/Makefile.variables
+++ b/Makefile.variables
@@ -3,4 +3,4 @@
 
 APPLICATION_NAME := climateset
 CONDA_ENVIRONMENT := climateset
-PYTHON_VERSION := 3.10
\ No newline at end of file
+PYTHON_VERSION := 3.11
diff --git a/environment.yml b/environment.yml
index 4ab4632..ba16a31 100644
--- a/environment.yml
+++ b/environment.yml
@@ -2,5 +2,10 @@ name: climateset
 channels:
   - conda-forge
 dependencies:
-  - python=3.10
+  - python=3.11
+  - cdo
+  - nco
+  - xesmf
+  - esgf-pyclient
+  - xarray
 
diff --git a/poetry.lock b/poetry.lock
index 997a335..c326c0f 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
 [[package]]
 name = "annotated-types"
@@ -341,6 +341,23 @@ files = [
     {file = "certifi-2024.2.2.tar.gz", hash = "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f"},
 ]
 
+[[package]]
+name = "cf-xarray"
+version = "0.9.1"
+description = "A convenience wrapper for using CF attributes on xarray objects"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "cf_xarray-0.9.1-py3-none-any.whl", hash = "sha256:a2f328b4e7c391b3473b8973d57640d6a9e866fe6f435af89b16562056b35da8"},
+    {file = "cf_xarray-0.9.1.tar.gz", hash = "sha256:9aa965762d3da7015322cd7b78a24ed538e3671229adeebec5590ab429b5202c"},
+]
+
+[package.dependencies]
+xarray = "*"
+
+[package.extras]
+all = ["matplotlib", "pint", "pooch", "regex", "rich", "shapely"]
+
 [[package]]
 name = "cffi"
 version = "1.16.0"
@@ -416,6 +433,39 @@ files = [
     {file = "cfgv-3.4.0.tar.gz", hash = "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560"},
 ]
 
+[[package]]
+name = "cftime"
+version = "1.6.3"
+description = "Time-handling functionality from netcdf4-python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "cftime-1.6.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b62d42546fa5c914dfea5b15a9aaed2087ea1211cc36d08c374502ef95892038"},
+    {file = "cftime-1.6.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:eb6dd70b2ccabfe1a14b7fbb0bbdce0418e71697094373c0d573c880790fa291"},
+    {file = "cftime-1.6.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f9878bfd8c1c3f24184ecbd528f739ba46ebaceaf1c8a24d348d7befb117a285"},
+    {file = "cftime-1.6.3-cp310-cp310-win_amd64.whl", hash = "sha256:3cf6e216a4c06f9a628cdf8e9c9d5e8097fb3eb02dd087dd14ab3b18478a7271"},
+    {file = "cftime-1.6.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:8d2c01456d9d7b46aa710a41d1c711a50d5ea259aff4a987d0e973d1093bc922"},
+    {file = "cftime-1.6.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:80eb1170ce1639016f55760847f4aadd04b0312496c5bac2797e930914bba48d"},
+    {file = "cftime-1.6.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d87dadd0824262bdd7493babd2a44447da0a22175ded8ae9e060a3aebec7c5d7"},
+    {file = "cftime-1.6.3-cp311-cp311-win_amd64.whl", hash = "sha256:0a38eb9f5c733a23e1714bd3ef2762ed5acee34f127670f8fb4ad6464946f6b3"},
+    {file = "cftime-1.6.3-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:2d113a01ab924445e61d65c26bbd95bc08e4a22878d3b947064bba056c884c4a"},
+    {file = "cftime-1.6.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:5f11685663a6af97418908060492a07663c16d42519c139ca03c2ffb1377fd25"},
+    {file = "cftime-1.6.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a98abb1d46d118e52b0611ce668a0b714b407be26177ef0581ecf5e95f894725"},
+    {file = "cftime-1.6.3-cp312-cp312-win_amd64.whl", hash = "sha256:4d6fbd5f41b322cfa7b0ac3aaadeceb4450100a164b5bccbbb9e7c5048489a88"},
+    {file = "cftime-1.6.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:bedb577bc8b8f3f10f5336c0792e5dae88605781890f50f36b45bb46907968e8"},
+    {file = "cftime-1.6.3-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:022dabf1610cdd04a693e730fa8f71d307059717f29dba921e7486e553412bb4"},
+    {file = "cftime-1.6.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bbf782ab4ac0605bdec2b941952c897595613203942b7f8c2fccd17efa5147df"},
+    {file = "cftime-1.6.3-cp38-cp38-win_amd64.whl", hash = "sha256:9eb177a02db7cd84aa6962278e4bd2d3106a545de82e6aacd9404f1e153661db"},
+    {file = "cftime-1.6.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:3b86be8c2f254147be4ba88f12099466dde457a4a3a21de6c69d52a7224c13ae"},
+    {file = "cftime-1.6.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:523b9a6bf03f5e36407979e248381d0fcab2d225b915bbde77d00c6dde192b90"},
+    {file = "cftime-1.6.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8a14d2c7d22fd2a6dfa6ad563283b6d6679f1df95e0ed8d14b8f284dad402887"},
+    {file = "cftime-1.6.3-cp39-cp39-win_amd64.whl", hash = "sha256:d9b00c2844c7a1701d8ede5336b6321dfee256ceab81a34a1aff0483d56891a6"},
+    {file = "cftime-1.6.3.tar.gz", hash = "sha256:d0a6b29f72a13f08e008b9becff247cc75c84acb213332ede18879c5b6aa4dfd"},
+]
+
+[package.dependencies]
+numpy = {version = ">1.13.3", markers = "python_version < \"3.12.0.rc1\""}
+
 [[package]]
 name = "chardet"
 version = "5.2.0"
@@ -540,6 +590,17 @@ files = [
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
+[[package]]
+name = "cloudpickle"
+version = "3.0.0"
+description = "Pickler class to extend the standard pickle.Pickler functionality"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "cloudpickle-3.0.0-py3-none-any.whl", hash = "sha256:246ee7d0c295602a036e86369c77fecda4ab17b506496730f2f576d9016fd9c7"},
+    {file = "cloudpickle-3.0.0.tar.gz", hash = "sha256:996d9a482c6fb4f33c1a35335cf8afd065d2a56e973270364840712d9131a882"},
+]
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -568,6 +629,35 @@ traitlets = ">=4"
 [package.extras]
 test = ["pytest"]
 
+[[package]]
+name = "dask"
+version = "2024.5.1"
+description = "Parallel PyData with Task Scheduling"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "dask-2024.5.1-py3-none-any.whl", hash = "sha256:af1cadd1fd1d1d44600ff5de43dd029e5668fdf87422131f4e3e3aa2a6a63555"},
+    {file = "dask-2024.5.1.tar.gz", hash = "sha256:e071fda67031c314569e37ca70b3e88bb30f1d91ff8ee4122b541845847cc264"},
+]
+
+[package.dependencies]
+click = ">=8.1"
+cloudpickle = ">=1.5.0"
+fsspec = ">=2021.09.0"
+importlib-metadata = {version = ">=4.13.0", markers = "python_version < \"3.12\""}
+packaging = ">=20.0"
+partd = ">=1.2.0"
+pyyaml = ">=5.3.1"
+toolz = ">=0.10.0"
+
+[package.extras]
+array = ["numpy (>=1.21)"]
+complete = ["dask[array,dataframe,diagnostics,distributed]", "lz4 (>=4.3.2)", "pyarrow (>=7.0)", "pyarrow-hotfix"]
+dataframe = ["dask-expr (>=1.1,<1.2)", "dask[array]", "pandas (>=1.3)"]
+diagnostics = ["bokeh (>=2.4.2)", "jinja2 (>=2.10.3)"]
+distributed = ["distributed (==2024.5.1)"]
+test = ["pandas[test]", "pre-commit", "pytest", "pytest-cov", "pytest-rerunfailures", "pytest-timeout", "pytest-xdist"]
+
 [[package]]
 name = "debugpy"
 version = "1.8.1"
@@ -767,6 +857,55 @@ files = [
     {file = "fqdn-1.5.1.tar.gz", hash = "sha256:105ed3677e767fb5ca086a0c1f4bb66ebc3c100be518f0e0d755d9eae164d89f"},
 ]
 
+[[package]]
+name = "fsspec"
+version = "2024.5.0"
+description = "File-system specification"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "fsspec-2024.5.0-py3-none-any.whl", hash = "sha256:e0fdbc446d67e182f49a70b82cf7889028a63588fde6b222521f10937b2b670c"},
+    {file = "fsspec-2024.5.0.tar.gz", hash = "sha256:1d021b0b0f933e3b3029ed808eb400c08ba101ca2de4b3483fbc9ca23fcee94a"},
+]
+
+[package.extras]
+abfs = ["adlfs"]
+adl = ["adlfs"]
+arrow = ["pyarrow (>=1)"]
+dask = ["dask", "distributed"]
+dev = ["pre-commit", "ruff"]
+dropbox = ["dropbox", "dropboxdrivefs", "requests"]
+full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"]
+fuse = ["fusepy"]
+gcs = ["gcsfs"]
+git = ["pygit2"]
+github = ["requests"]
+gs = ["gcsfs"]
+gui = ["panel"]
+hdfs = ["pyarrow (>=1)"]
+http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)"]
+libarchive = ["libarchive-c"]
+oci = ["ocifs"]
+s3 = ["s3fs"]
+sftp = ["paramiko"]
+smb = ["smbprotocol"]
+ssh = ["paramiko"]
+test = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "numpy", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "requests"]
+test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask-expr", "dask[dataframe,test]", "moto[server] (>4,<5)", "pytest-timeout", "xarray"]
+test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"]
+tqdm = ["tqdm"]
+
+[[package]]
+name = "future"
+version = "1.0.0"
+description = "Clean single-source support for Python 3 and 2"
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+files = [
+    {file = "future-1.0.0-py3-none-any.whl", hash = "sha256:929292d34f5872e70396626ef385ec22355a1fae8ad29e1a734c3e43f9fbc216"},
+    {file = "future-1.0.0.tar.gz", hash = "sha256:bd2968309307861edae1458a4f8a4f3598c03be43b97521076aebf5d94c07b05"},
+]
+
 [[package]]
 name = "h11"
 version = "0.14.0"
@@ -848,6 +987,25 @@ files = [
     {file = "idna-3.7.tar.gz", hash = "sha256:028ff3aadf0609c1fd278d8ea3089299412a7a8b9bd005dd08b9f8285bcb5cfc"},
 ]
 
+[[package]]
+name = "importlib-metadata"
+version = "7.1.0"
+description = "Read metadata from Python packages"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "importlib_metadata-7.1.0-py3-none-any.whl", hash = "sha256:30962b96c0c223483ed6cc7280e7f0199feb01a0e40cfae4d4450fc6fab1f570"},
+    {file = "importlib_metadata-7.1.0.tar.gz", hash = "sha256:b78938b926ee8d5f020fc4772d487045805a55ddbad2ecf21c6d60938dc7fcd2"},
+]
+
+[package.dependencies]
+zipp = ">=0.5"
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+perf = ["ipython"]
+testing = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1)"]
+
 [[package]]
 name = "iniconfig"
 version = "2.0.0"
@@ -1279,6 +1437,17 @@ docs = ["autodoc-traits", "jinja2 (<3.2.0)", "mistune (<4)", "myst-parser", "pyd
 openapi = ["openapi-core (>=0.18.0,<0.19.0)", "ruamel-yaml"]
 test = ["hatch", "ipykernel", "openapi-core (>=0.18.0,<0.19.0)", "openapi-spec-validator (>=0.6.0,<0.8.0)", "pytest (>=7.0,<8)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter[server] (>=0.6.2)", "pytest-timeout", "requests-mock", "ruamel-yaml", "sphinxcontrib-spelling", "strict-rfc3339", "werkzeug"]
 
+[[package]]
+name = "locket"
+version = "1.0.0"
+description = "File-based locks for Python on Linux and Windows"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
+    {file = "locket-1.0.0-py2.py3-none-any.whl", hash = "sha256:b6c819a722f7b6bd955b80781788e4a66a55628b858d347536b7e81325a3a5e3"},
+    {file = "locket-1.0.0.tar.gz", hash = "sha256:5c0d4c052a8bbbf750e056a8e65ccd309086f4f0f18a2eac306a8dfa4112a632"},
+]
+
 [[package]]
 name = "markdown-it-py"
 version = "3.0.0"
@@ -1521,6 +1690,50 @@ files = [
     {file = "nest_asyncio-1.6.0.tar.gz", hash = "sha256:6f172d5449aca15afd6c646851f4e31e02c598d553a667e38cafa997cfec55fe"},
 ]
 
+[[package]]
+name = "netcdf4"
+version = "1.6.5"
+description = "Provides an object-oriented python interface to the netCDF version 4 library"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "netCDF4-1.6.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d23b97cbde2bf413fadc4697c5c255a0436511c02f811e127e0fb12f5b882a4c"},
+    {file = "netCDF4-1.6.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9e5edfed673005f47f8d2fbea9c72c382b085dd358ac3c20ca743a563ed7b90e"},
+    {file = "netCDF4-1.6.5-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:10d2ac9ae1308ca837d86c6dc304ec455a85bdba0f2175e222844a54589168dc"},
+    {file = "netCDF4-1.6.5-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9a63a2be2f80977ac23bb0aa736c565011fd4639097ce0922e01b0dc38015df2"},
+    {file = "netCDF4-1.6.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3aaceea2097d292bad398d9f9b4fe403efa7b1568fcfa6faba9b67b1630027f9"},
+    {file = "netCDF4-1.6.5-cp310-cp310-win_amd64.whl", hash = "sha256:111357d9e12eb79e8d58bfd91bc6b230d35b17a0ebd8c546d17416e8ceebea49"},
+    {file = "netCDF4-1.6.5-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:1c5fede0b34c0a02a1b9e84116bfb3fcd2f80124a651d4836e72b785d10e2f15"},
+    {file = "netCDF4-1.6.5-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:3de5512b9270aa6472e4f3aa2bf895a7364c1d4f8667ce3b82e8232197d4fec8"},
+    {file = "netCDF4-1.6.5-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b20971a164431f6eca1d24df8aa153db15c2c1b9630e83ccc5cf004e8ac8151d"},
+    {file = "netCDF4-1.6.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ad1101d538077152b866782e44458356981526bf2ea9cc07930bf28b589c82a7"},
+    {file = "netCDF4-1.6.5-cp311-cp311-win_amd64.whl", hash = "sha256:de4dc973fae9e2bbdf42e094125e423a4c25393172a61958314969b055a38889"},
+    {file = "netCDF4-1.6.5-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:19e16c63cdd7c0dbffe284a4a65f226ba1026f476f35cbedd099b4792b395f69"},
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+mysql = ["SQLAlchemy (>=2.0.0)", "pymysql (>=1.0.2)"]
+output-formatting = ["jinja2 (>=3.1.2)", "tabulate (>=0.9.0)"]
+parquet = ["pyarrow (>=10.0.1)"]
+performance = ["bottleneck (>=1.3.6)", "numba (>=0.56.4)", "numexpr (>=2.8.4)"]
+plot = ["matplotlib (>=3.6.3)"]
+postgresql = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "psycopg2 (>=2.9.6)"]
+pyarrow = ["pyarrow (>=10.0.1)"]
+spss = ["pyreadstat (>=1.2.0)"]
+sql-other = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "adbc-driver-sqlite (>=0.8.0)"]
+test = ["hypothesis (>=6.46.1)", "pytest (>=7.3.2)", "pytest-xdist (>=2.2.0)"]
+xml = ["lxml (>=4.9.2)"]
+
 [[package]]
 name = "pandocfilters"
 version = "1.5.1"
@@ -1623,6 +1953,24 @@ files = [
 qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
 testing = ["docopt", "pytest"]
 
+[[package]]
+name = "partd"
+version = "1.4.2"
+description = "Appendable key-value storage"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "partd-1.4.2-py3-none-any.whl", hash = "sha256:978e4ac767ec4ba5b86c6eaa52e5a2a3bc748a2ca839e8cc798f1cc6ce6efb0f"},
+    {file = "partd-1.4.2.tar.gz", hash = "sha256:d022c33afbdc8405c226621b015e8067888173d85f7f5ecebb3cafed9a20f02c"},
+]
+
+[package.dependencies]
+locket = "*"
+toolz = "*"
+
+[package.extras]
+complete = ["blosc", "numpy (>=1.20.0)", "pandas (>=1.3)", "pyzmq"]
+
 [[package]]
 name = "pathspec"
 version = "0.12.1"
@@ -1648,6 +1996,48 @@ files = [
 [package.dependencies]
 ptyprocess = ">=0.5"
 
+[[package]]
+name = "pint"
+version = "0.23"
+description = "Physical quantities module"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "Pint-0.23-py3-none-any.whl", hash = "sha256:df79b6b5f1beb7ed0cd55d91a0766fc55f972f757a9364e844958c05e8eb66f9"},
+    {file = "Pint-0.23.tar.gz", hash = "sha256:e1509b91606dbc52527c600a4ef74ffac12fff70688aff20e9072409346ec9b4"},
+]
+
+[package.dependencies]
+typing-extensions = "*"
+
+[package.extras]
+babel = ["babel (<=2.8)"]
+bench = ["pytest", "pytest-codspeed"]
+dask = ["dask"]
+mip = ["mip (>=1.13)"]
+numpy = ["numpy (>=1.19.5)"]
+pandas = ["pint-pandas (>=0.3)"]
+test = ["pytest", "pytest-benchmark", "pytest-cov", "pytest-mpl", "pytest-subtests"]
+testbase = ["pytest", "pytest-benchmark", "pytest-cov", "pytest-subtests"]
+uncertainties = ["uncertainties (>=3.1.6)"]
+xarray = ["xarray"]
+
+[[package]]
+name = "pint-xarray"
+version = "0.3"
+description = "Physical units interface to xarray using Pint"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "pint-xarray-0.3.tar.gz", hash = "sha256:3545dfa78bee3f98eba29b8bd17500e3b5cb7c7b03a2c2781c4d4d59b6a82841"},
+    {file = "pint_xarray-0.3-py3-none-any.whl", hash = "sha256:a7d87c792a2e981cbff464bd1c875e872ef7a0c882a9395cfbc34512b3dcb1ab"},
+]
+
+[package.dependencies]
+numpy = ">=1.17"
+pint = ">=0.16"
+xarray = ">=0.16.1"
+
 [[package]]
 name = "platformdirs"
 version = "4.2.1"
@@ -2063,6 +2453,17 @@ files = [
     {file = "python_json_logger-2.0.7-py3-none-any.whl", hash = "sha256:f380b826a991ebbe3de4d897aeec42760035ac760345e57b812938dc8b35e2bd"},
 ]
 
+[[package]]
+name = "pytz"
+version = "2024.1"
+description = "World timezone definitions, modern and historical"
+optional = false
+python-versions = "*"
+files = [
+    {file = "pytz-2024.1-py2.py3-none-any.whl", hash = "sha256:328171f4e3623139da4983451950b28e95ac706e13f3f2630a879749e7a8b319"},
+    {file = "pytz-2024.1.tar.gz", hash = "sha256:2a29735ea9c18baf14b448846bde5a48030ed267578472d8955cd0e7443a9812"},
+]
+
 [[package]]
 name = "pywin32"
 version = "306"
@@ -2467,6 +2868,48 @@ files = [
     {file = "rpds_py-0.18.0.tar.gz", hash = "sha256:42821446ee7a76f5d9f71f9e33a4fb2ffd724bb3e7f93386150b61a43115788d"},
 ]
 
+[[package]]
+name = "scipy"
+version = "1.13.1"
+description = "Fundamental algorithms for scientific computing in Python"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "scipy-1.13.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:20335853b85e9a49ff7572ab453794298bcf0354d8068c5f6775a0eabf350aca"},
+    {file = "scipy-1.13.1-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:d605e9c23906d1994f55ace80e0125c587f96c020037ea6aa98d01b4bd2e222f"},
+    {file = "scipy-1.13.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cfa31f1def5c819b19ecc3a8b52d28ffdcc7ed52bb20c9a7589669dd3c250989"},
+    {file = "scipy-1.13.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f26264b282b9da0952a024ae34710c2aff7d27480ee91a2e82b7b7073c24722f"},
+    {file = "scipy-1.13.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:eccfa1906eacc02de42d70ef4aecea45415f5be17e72b61bafcfd329bdc52e94"},
+    {file = "scipy-1.13.1-cp310-cp310-win_amd64.whl", hash = "sha256:2831f0dc9c5ea9edd6e51e6e769b655f08ec6db6e2e10f86ef39bd32eb11da54"},
+    {file = "scipy-1.13.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:27e52b09c0d3a1d5b63e1105f24177e544a222b43611aaf5bc44d4a0979e32f9"},
+    {file = "scipy-1.13.1-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:54f430b00f0133e2224c3ba42b805bfd0086fe488835effa33fa291561932326"},
+    {file = "scipy-1.13.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e89369d27f9e7b0884ae559a3a956e77c02114cc60a6058b4e5011572eea9299"},
+    {file = "scipy-1.13.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a78b4b3345f1b6f68a763c6e25c0c9a23a9fd0f39f5f3d200efe8feda560a5fa"},
+    {file = "scipy-1.13.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:45484bee6d65633752c490404513b9ef02475b4284c4cfab0ef946def50b3f59"},
+    {file = "scipy-1.13.1-cp311-cp311-win_amd64.whl", hash = "sha256:5713f62f781eebd8d597eb3f88b8bf9274e79eeabf63afb4a737abc6c84ad37b"},
+    {file = "scipy-1.13.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:5d72782f39716b2b3509cd7c33cdc08c96f2f4d2b06d51e52fb45a19ca0c86a1"},
+    {file = "scipy-1.13.1-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:017367484ce5498445aade74b1d5ab377acdc65e27095155e448c88497755a5d"},
+    {file = "scipy-1.13.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:949ae67db5fa78a86e8fa644b9a6b07252f449dcf74247108c50e1d20d2b4627"},
+    {file = "scipy-1.13.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:de3ade0e53bc1f21358aa74ff4830235d716211d7d077e340c7349bc3542e884"},
+    {file = "scipy-1.13.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:2ac65fb503dad64218c228e2dc2d0a0193f7904747db43014645ae139c8fad16"},
+    {file = "scipy-1.13.1-cp312-cp312-win_amd64.whl", hash = "sha256:cdd7dacfb95fea358916410ec61bbc20440f7860333aee6d882bb8046264e949"},
+    {file = "scipy-1.13.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:436bbb42a94a8aeef855d755ce5a465479c721e9d684de76bf61a62e7c2b81d5"},
+    {file = "scipy-1.13.1-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:8335549ebbca860c52bf3d02f80784e91a004b71b059e3eea9678ba994796a24"},
+    {file = "scipy-1.13.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d533654b7d221a6a97304ab63c41c96473ff04459e404b83275b60aa8f4b7004"},
+    {file = "scipy-1.13.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:637e98dcf185ba7f8e663e122ebf908c4702420477ae52a04f9908707456ba4d"},
+    {file = "scipy-1.13.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:a014c2b3697bde71724244f63de2476925596c24285c7a637364761f8710891c"},
+    {file = "scipy-1.13.1-cp39-cp39-win_amd64.whl", hash = "sha256:392e4ec766654852c25ebad4f64e4e584cf19820b980bc04960bca0b0cd6eaa2"},
+    {file = "scipy-1.13.1.tar.gz", hash = "sha256:095a87a0312b08dfd6a6155cbbd310a8c51800fc931b8c0b84003014b874ed3c"},
+]
+
+[package.dependencies]
+numpy = ">=1.22.4,<2.3"
+
+[package.extras]
+dev = ["cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy", "pycodestyle", "pydevtool", "rich-click", "ruff", "types-psutil", "typing_extensions"]
+doc = ["jupyterlite-pyodide-kernel", "jupyterlite-sphinx (>=0.12.0)", "jupytext", "matplotlib (>=3.5)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (>=0.15.2)", "sphinx (>=5.0.0)", "sphinx-design (>=0.4.0)"]
+test = ["array-api-strict", "asv", "gmpy2", "hypothesis (>=6.30)", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
+
 [[package]]
 name = "send2trash"
 version = "1.8.3"
@@ -2612,6 +3055,17 @@ files = [
     {file = "tomlkit-0.12.4.tar.gz", hash = "sha256:7ca1cfc12232806517a8515047ba66a19369e71edf2439d0f5824f91032b6cc3"},
 ]
 
+[[package]]
+name = "toolz"
+version = "0.12.1"
+description = "List processing tools and functional utilities"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "toolz-0.12.1-py3-none-any.whl", hash = "sha256:d22731364c07d72eea0a0ad45bafb2c2937ab6fd38a3507bf55eae8744aa7d85"},
+    {file = "toolz-0.12.1.tar.gz", hash = "sha256:ecca342664893f177a13dac0e6b41cbd8ac25a358e5f215316d43e2100224f4d"},
+]
+
 [[package]]
 name = "tornado"
 version = "6.4"
@@ -2659,6 +3113,26 @@ virtualenv = ">=20.25"
 docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-argparse-cli (>=1.11.1)", "sphinx-autodoc-typehints (>=1.25.2)", "sphinx-copybutton (>=0.5.2)", "sphinx-inline-tabs (>=2023.4.21)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.11)"]
 testing = ["build[virtualenv] (>=1.0.3)", "covdefaults (>=2.3)", "detect-test-pollution (>=1.2)", "devpi-process (>=1)", "diff-cover (>=8.0.2)", "distlib (>=0.3.8)", "flaky (>=3.7)", "hatch-vcs (>=0.4)", "hatchling (>=1.21)", "psutil (>=5.9.7)", "pytest (>=7.4.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-xdist (>=3.5)", "re-assert (>=1.1)", "time-machine (>=2.13)", "wheel (>=0.42)"]
 
+[[package]]
+name = "tqdm"
+version = "4.66.4"
+description = "Fast, Extensible Progress Meter"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tqdm-4.66.4-py3-none-any.whl", hash = "sha256:b75ca56b413b030bc3f00af51fd2c1a1a5eac6a0c1cca83cbb37a5c52abce644"},
+    {file = "tqdm-4.66.4.tar.gz", hash = "sha256:e4d936c9de8727928f3be6079590e97d9abfe8d39a590be678eb5919ffc186bb"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[package.extras]
+dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
+notebook = ["ipywidgets (>=6)"]
+slack = ["slack-sdk"]
+telegram = ["requests"]
+
 [[package]]
 name = "traitlets"
 version = "5.14.3"
@@ -2696,6 +3170,17 @@ files = [
     {file = "typing_extensions-4.11.0.tar.gz", hash = "sha256:83f085bd5ca59c80295fc2a82ab5dac679cbe02b9f33f7d83af68e241bea51b0"},
 ]
 
+[[package]]
+name = "tzdata"
+version = "2024.1"
+description = "Provider of IANA time zone data"
+optional = false
+python-versions = ">=2"
+files = [
+    {file = "tzdata-2024.1-py2.py3-none-any.whl", hash = "sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252"},
+    {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
+]
+
 [[package]]
 name = "uri-template"
 version = "1.3.0"
@@ -2800,7 +3285,112 @@ docs = ["Sphinx (>=6.0)", "myst-parser (>=2.0.0)", "sphinx-rtd-theme (>=1.1.0)"]
 optional = ["python-socks", "wsaccel"]
 test = ["websockets"]
 
+[[package]]
+name = "xarray"
+version = "2024.5.0"
+description = "N-D labeled arrays and datasets in Python"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "xarray-2024.5.0-py3-none-any.whl", hash = "sha256:7ddedfe2294a0ab00f02d0fbdcb9c6300ec589f3cf436a9c7b7b577a12cd9bcf"},
+    {file = "xarray-2024.5.0.tar.gz", hash = "sha256:e0eb1cb265f265126795f388ed9591f3c752f2aca491f6c0576711fd15b708f2"},
+]
+
+[package.dependencies]
+numpy = ">=1.23"
+packaging = ">=23.1"
+pandas = ">=2.0"
+
+[package.extras]
+accel = ["bottleneck", "flox", "numbagg", "opt-einsum", "scipy"]
+complete = ["xarray[accel,dev,io,parallel,viz]"]
+dev = ["hypothesis", "mypy", "pre-commit", "pytest", "pytest-cov", "pytest-env", "pytest-timeout", "pytest-xdist", "ruff", "xarray[complete]"]
+io = ["cftime", "fsspec", "h5netcdf", "netCDF4", "pooch", "pydap", "scipy", "zarr"]
+parallel = ["dask[complete]"]
+viz = ["matplotlib", "nc-time-axis", "seaborn"]
+
+[[package]]
+name = "xarrayutils"
+version = "2.0.1"
+description = "A collection of various tools for data analysis built on top of xarray and xgcm"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "xarrayutils-2.0.1-py3-none-any.whl", hash = "sha256:dc8dd6f603d0184cb2bd210c7b8e131297467521e30915fc1d0e215d8bc8bcee"},
+    {file = "xarrayutils-2.0.1.tar.gz", hash = "sha256:e157d6cf6a7e166e5a50a15d64cb2022af46bc30211a11e3f5a63f6985b7ceb9"},
+]
+
+[package.dependencies]
+dask = "*"
+numpy = "*"
+scipy = "*"
+xarray = ">=0.14.1"
+
+[package.extras]
+complete = ["dask", "numpy", "scipy", "xarray (>=0.14.1)"]
+dev = ["black", "codecov", "dask", "flake8", "numpy", "pytest", "pytest-cov", "scipy", "xarray (>=0.14.1)"]
+docs = ["IPython", "nbsphinx", "numpydoc", "sphinx", "sphinx-pangeo-theme", "sphinxcontrib-srclinks"]
+
+[[package]]
+name = "xgcm"
+version = "0.6.1"
+description = "General Circulation Model Postprocessing with xarray"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "xgcm-0.6.1-py3-none-any.whl", hash = "sha256:b58772c1f7a529881dbc609aa471382b0d2f4a3dff6f502e163f56d602b7aa42"},
+    {file = "xgcm-0.6.1.tar.gz", hash = "sha256:6dfa1c57a6c660d9457ca0f563d4ff613c00bfaee5399917cc22a62ebc179b6c"},
+]
+
+[package.dependencies]
+dask = "*"
+future = "*"
+numpy = "*"
+xarray = ">=0.17.0"
+
+[package.extras]
+complete = ["dask", "future", "numpy", "xarray (>=0.17.0)"]
+dev = ["black", "codecov", "dask", "flake8", "future", "numpy", "pytest", "pytest-cov", "xarray (>=0.17.0)"]
+docs = ["IPython", "nbsphinx", "numpydoc", "sphinx", "sphinx-pangeo-theme", "sphinxcontrib-srclinks"]
+
+[[package]]
+name = "xmip"
+version = "0.7.2"
+description = "Analysis ready CMIP6 data the easy way"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "xmip-0.7.2-py3-none-any.whl", hash = "sha256:1a500f6b5041da2e06ce643b99a0191e417e9f0dec33074e5ad2c34f444b9286"},
+    {file = "xmip-0.7.2.tar.gz", hash = "sha256:a145b084e48ce1a40c1727c95b4e251b0a1904266aecf0138f383ddacbbfb1c6"},
+]
+
+[package.dependencies]
+cf-xarray = ">=0.6.0"
+cftime = "*"
+numpy = "*"
+pandas = "*"
+pint = "*"
+pint-xarray = "*"
+xarray = ">=0.17.0"
+xarrayutils = "*"
+xgcm = "<0.7.0"
+
+[[package]]
+name = "zipp"
+version = "3.19.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "zipp-3.19.0-py3-none-any.whl", hash = "sha256:96dc6ad62f1441bcaccef23b274ec471518daf4fbbc580341204936a5a3dddec"},
+    {file = "zipp-3.19.0.tar.gz", hash = "sha256:952df858fb3164426c976d9338d3961e8e8b3758e2e059e0f754b8c4262625ee"},
+]
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10,<3.12"
-content-hash = "735d50e364ae97432e6f9f7e3dff976372b14a245a7673df9479680c37d494cc"
+content-hash = "6c3624ab542a9f24167fd0095651ad1a258050a1a8f5b9471b05a86682100182"
diff --git a/pyproject.toml b/pyproject.toml
index f278f25..02fe4e8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -9,6 +9,11 @@ readme = "README.md"
 python = ">=3.10,<3.12"
 
 
+numpy = "^1.26.4"
+netcdf4 = "^1.6.5"
+xmip = "^0.7.2"
+tqdm = "^4.66.4"
+pint = "^0.23"
 [tool.poetry.group.dev]
 optional = true
 

From bc7233dc39f3bdd76bde673989d3776ac907c63e Mon Sep 17 00:00:00 2001
From: f-PLT <fplt.softwaredeveloper@gmail.com>
Date: Tue, 28 May 2024 10:24:49 -0400
Subject: [PATCH 2/4] Fix pyproject.toml

---
 pyproject.toml | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 02fe4e8..3360c83 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -7,13 +7,12 @@ readme = "README.md"
 
 [tool.poetry.dependencies]
 python = ">=3.10,<3.12"
-
-
 numpy = "^1.26.4"
 netcdf4 = "^1.6.5"
 xmip = "^0.7.2"
 tqdm = "^4.66.4"
 pint = "^0.23"
+
 [tool.poetry.group.dev]
 optional = true
 
@@ -119,4 +118,4 @@ verbose = true
 testpaths = [
     "tests",
 ]
-markers = ["offline: mark a test as needing to be run offline.", ]
\ No newline at end of file
+markers = ["offline: mark a test as needing to be run offline.", ]

From e6192182e49a14c82129c57646436802c3f34767 Mon Sep 17 00:00:00 2001
From: f-PLT <fplt.softwaredeveloper@gmail.com>
Date: Tue, 28 May 2024 16:18:40 -0400
Subject: [PATCH 3/4] Move dependencies from Conda to Poetry

---
 environment.yml |   4 -
 poetry.lock     | 364 +++++++++++++++++++++++++++++++++++++++++++++++-
 pyproject.toml  |  15 +-
 3 files changed, 368 insertions(+), 15 deletions(-)

diff --git a/environment.yml b/environment.yml
index ba16a31..559dbcc 100644
--- a/environment.yml
+++ b/environment.yml
@@ -5,7 +5,3 @@ dependencies:
   - python=3.11
   - cdo
   - nco
-  - xesmf
-  - esgf-pyclient
-  - xarray
-
diff --git a/poetry.lock b/poetry.lock
index c326c0f..ab1e87f 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -330,6 +330,31 @@ files = [
     {file = "cachetools-5.3.3.tar.gz", hash = "sha256:ba29e2dfa0b8b556606f097407ed1aa62080ee108ab0dc5ec9d6a723a007d105"},
 ]
 
+[[package]]
+name = "cattrs"
+version = "23.2.3"
+description = "Composable complex class support for attrs and dataclasses."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "cattrs-23.2.3-py3-none-any.whl", hash = "sha256:0341994d94971052e9ee70662542699a3162ea1e0c62f7ce1b4a57f563685108"},
+    {file = "cattrs-23.2.3.tar.gz", hash = "sha256:a934090d95abaa9e911dac357e3a8699e0b4b14f8529bcc7d2b1ad9d51672b9f"},
+]
+
+[package.dependencies]
+attrs = ">=23.1.0"
+exceptiongroup = {version = ">=1.1.1", markers = "python_version < \"3.11\""}
+typing-extensions = {version = ">=4.1.0,<4.6.3 || >4.6.3", markers = "python_version < \"3.11\""}
+
+[package.extras]
+bson = ["pymongo (>=4.4.0)"]
+cbor2 = ["cbor2 (>=5.4.6)"]
+msgpack = ["msgpack (>=1.0.5)"]
+orjson = ["orjson (>=3.9.2)"]
+pyyaml = ["pyyaml (>=6.0)"]
+tomlkit = ["tomlkit (>=0.11.8)"]
+ujson = ["ujson (>=5.7.0)"]
+
 [[package]]
 name = "certifi"
 version = "2024.2.2"
@@ -629,6 +654,60 @@ traitlets = ">=4"
 [package.extras]
 test = ["pytest"]
 
+[[package]]
+name = "cryptography"
+version = "42.0.7"
+description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "cryptography-42.0.7-cp37-abi3-macosx_10_12_universal2.whl", hash = "sha256:a987f840718078212fdf4504d0fd4c6effe34a7e4740378e59d47696e8dfb477"},
+    {file = "cryptography-42.0.7-cp37-abi3-macosx_10_12_x86_64.whl", hash = "sha256:bd13b5e9b543532453de08bcdc3cc7cebec6f9883e886fd20a92f26940fd3e7a"},
+    {file = "cryptography-42.0.7-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a79165431551042cc9d1d90e6145d5d0d3ab0f2d66326c201d9b0e7f5bf43604"},
+    {file = "cryptography-42.0.7-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a47787a5e3649008a1102d3df55424e86606c9bae6fb77ac59afe06d234605f8"},
+    {file = "cryptography-42.0.7-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:02c0eee2d7133bdbbc5e24441258d5d2244beb31da5ed19fbb80315f4bbbff55"},
+    {file = "cryptography-42.0.7-cp37-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:5e44507bf8d14b36b8389b226665d597bc0f18ea035d75b4e53c7b1ea84583cc"},
+    {file = "cryptography-42.0.7-cp37-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:7f8b25fa616d8b846aef64b15c606bb0828dbc35faf90566eb139aa9cff67af2"},
+    {file = "cryptography-42.0.7-cp37-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:93a3209f6bb2b33e725ed08ee0991b92976dfdcf4e8b38646540674fc7508e13"},
+    {file = "cryptography-42.0.7-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:e6b8f1881dac458c34778d0a424ae5769de30544fc678eac51c1c8bb2183e9da"},
+    {file = "cryptography-42.0.7-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:3de9a45d3b2b7d8088c3fbf1ed4395dfeff79d07842217b38df14ef09ce1d8d7"},
+    {file = "cryptography-42.0.7-cp37-abi3-win32.whl", hash = "sha256:789caea816c6704f63f6241a519bfa347f72fbd67ba28d04636b7c6b7da94b0b"},
+    {file = "cryptography-42.0.7-cp37-abi3-win_amd64.whl", hash = "sha256:8cb8ce7c3347fcf9446f201dc30e2d5a3c898d009126010cbd1f443f28b52678"},
+    {file = "cryptography-42.0.7-cp39-abi3-macosx_10_12_universal2.whl", hash = "sha256:a3a5ac8b56fe37f3125e5b72b61dcde43283e5370827f5233893d461b7360cd4"},
+    {file = "cryptography-42.0.7-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:779245e13b9a6638df14641d029add5dc17edbef6ec915688f3acb9e720a5858"},
+    {file = "cryptography-42.0.7-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0d563795db98b4cd57742a78a288cdbdc9daedac29f2239793071fe114f13785"},
+    {file = "cryptography-42.0.7-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:31adb7d06fe4383226c3e963471f6837742889b3c4caa55aac20ad951bc8ffda"},
+    {file = "cryptography-42.0.7-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:efd0bf5205240182e0f13bcaea41be4fdf5c22c5129fc7ced4a0282ac86998c9"},
+    {file = "cryptography-42.0.7-cp39-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:a9bc127cdc4ecf87a5ea22a2556cab6c7eda2923f84e4f3cc588e8470ce4e42e"},
+    {file = "cryptography-42.0.7-cp39-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:3577d029bc3f4827dd5bf8bf7710cac13527b470bbf1820a3f394adb38ed7d5f"},
+    {file = "cryptography-42.0.7-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:2e47577f9b18723fa294b0ea9a17d5e53a227867a0a4904a1a076d1646d45ca1"},
+    {file = "cryptography-42.0.7-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:1a58839984d9cb34c855197043eaae2c187d930ca6d644612843b4fe8513c886"},
+    {file = "cryptography-42.0.7-cp39-abi3-win32.whl", hash = "sha256:e6b79d0adb01aae87e8a44c2b64bc3f3fe59515280e00fb6d57a7267a2583cda"},
+    {file = "cryptography-42.0.7-cp39-abi3-win_amd64.whl", hash = "sha256:16268d46086bb8ad5bf0a2b5544d8a9ed87a0e33f5e77dd3c3301e63d941a83b"},
+    {file = "cryptography-42.0.7-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:2954fccea107026512b15afb4aa664a5640cd0af630e2ee3962f2602693f0c82"},
+    {file = "cryptography-42.0.7-pp310-pypy310_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:362e7197754c231797ec45ee081f3088a27a47c6c01eff2ac83f60f85a50fe60"},
+    {file = "cryptography-42.0.7-pp310-pypy310_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:4f698edacf9c9e0371112792558d2f705b5645076cc0aaae02f816a0171770fd"},
+    {file = "cryptography-42.0.7-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:5482e789294854c28237bba77c4c83be698be740e31a3ae5e879ee5444166582"},
+    {file = "cryptography-42.0.7-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:e9b2a6309f14c0497f348d08a065d52f3020656f675819fc405fb63bbcd26562"},
+    {file = "cryptography-42.0.7-pp39-pypy39_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:d8e3098721b84392ee45af2dd554c947c32cc52f862b6a3ae982dbb90f577f14"},
+    {file = "cryptography-42.0.7-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:c65f96dad14f8528a447414125e1fc8feb2ad5a272b8f68477abbcc1ea7d94b9"},
+    {file = "cryptography-42.0.7-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:36017400817987670037fbb0324d71489b6ead6231c9604f8fc1f7d008087c68"},
+    {file = "cryptography-42.0.7.tar.gz", hash = "sha256:ecbfbc00bf55888edda9868a4cf927205de8499e7fabe6c050322298382953f2"},
+]
+
+[package.dependencies]
+cffi = {version = ">=1.12", markers = "platform_python_implementation != \"PyPy\""}
+
+[package.extras]
+docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=1.1.1)"]
+docstest = ["pyenchant (>=1.6.11)", "readme-renderer", "sphinxcontrib-spelling (>=4.0.1)"]
+nox = ["nox"]
+pep8test = ["check-sdist", "click", "mypy", "ruff"]
+sdist = ["build"]
+ssh = ["bcrypt (>=3.1.5)"]
+test = ["certifi", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
+test-randomorder = ["pytest-randomly"]
+
 [[package]]
 name = "dask"
 version = "2024.5.1"
@@ -737,6 +816,27 @@ files = [
     {file = "distlib-0.3.8.tar.gz", hash = "sha256:1530ea13e350031b6312d8580ddb6b27a104275a31106523b8f123787f494f64"},
 ]
 
+[[package]]
+name = "esgf-pyclient"
+version = "0.3.1"
+description = "A library interacting with ESGF services within Python"
+optional = false
+python-versions = ">=3.6.0"
+files = [
+    {file = "esgf-pyclient-0.3.1.tar.gz", hash = "sha256:d79fafc6ec2a1eff9645e098554103f1e9f3c270947b1ac4f4a8a07fece59f3b"},
+]
+
+[package.dependencies]
+defusedxml = "*"
+jinja2 = "*"
+myproxyclient = "*"
+requests = "*"
+requests_cache = "*"
+webob = "*"
+
+[package.extras]
+dev = ["defusedxml", "flake8", "ipykernel", "jinja2", "myproxyclient", "nbconvert", "nbsphinx", "nbval", "pandoc", "pytest", "requests", "requests_cache", "sphinx", "webob"]
+
 [[package]]
 name = "exceptiongroup"
 version = "1.2.1"
@@ -1437,6 +1537,36 @@ docs = ["autodoc-traits", "jinja2 (<3.2.0)", "mistune (<4)", "myst-parser", "pyd
 openapi = ["openapi-core (>=0.18.0,<0.19.0)", "ruamel-yaml"]
 test = ["hatch", "ipykernel", "openapi-core (>=0.18.0,<0.19.0)", "openapi-spec-validator (>=0.6.0,<0.8.0)", "pytest (>=7.0,<8)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter[server] (>=0.6.2)", "pytest-timeout", "requests-mock", "ruamel-yaml", "sphinxcontrib-spelling", "strict-rfc3339", "werkzeug"]
 
+[[package]]
+name = "llvmlite"
+version = "0.42.0"
+description = "lightweight wrapper around basic LLVM functionality"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "llvmlite-0.42.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:3366938e1bf63d26c34fbfb4c8e8d2ded57d11e0567d5bb243d89aab1eb56098"},
+    {file = "llvmlite-0.42.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c35da49666a21185d21b551fc3caf46a935d54d66969d32d72af109b5e7d2b6f"},
+    {file = "llvmlite-0.42.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:70f44ccc3c6220bd23e0ba698a63ec2a7d3205da0d848804807f37fc243e3f77"},
+    {file = "llvmlite-0.42.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:763f8d8717a9073b9e0246998de89929071d15b47f254c10eef2310b9aac033d"},
+    {file = "llvmlite-0.42.0-cp310-cp310-win_amd64.whl", hash = "sha256:8d90edf400b4ceb3a0e776b6c6e4656d05c7187c439587e06f86afceb66d2be5"},
+    {file = "llvmlite-0.42.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:ae511caed28beaf1252dbaf5f40e663f533b79ceb408c874c01754cafabb9cbf"},
+    {file = "llvmlite-0.42.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:81e674c2fe85576e6c4474e8c7e7aba7901ac0196e864fe7985492b737dbab65"},
+    {file = "llvmlite-0.42.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bb3975787f13eb97629052edb5017f6c170eebc1c14a0433e8089e5db43bcce6"},
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+    {file = "llvmlite-0.42.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:08fa9ab02b0d0179c688a4216b8939138266519aaa0aa94f1195a8542faedb56"},
+    {file = "llvmlite-0.42.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:b2fce7d355068494d1e42202c7aff25d50c462584233013eb4470c33b995e3ee"},
+    {file = "llvmlite-0.42.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ebe66a86dc44634b59a3bc860c7b20d26d9aaffcd30364ebe8ba79161a9121f4"},
+    {file = "llvmlite-0.42.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d47494552559e00d81bfb836cf1c4d5a5062e54102cc5767d5aa1e77ccd2505c"},
+    {file = "llvmlite-0.42.0-cp312-cp312-win_amd64.whl", hash = "sha256:05cb7e9b6ce69165ce4d1b994fbdedca0c62492e537b0cc86141b6e2c78d5888"},
+    {file = "llvmlite-0.42.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:bdd3888544538a94d7ec99e7c62a0cdd8833609c85f0c23fcb6c5c591aec60ad"},
+    {file = "llvmlite-0.42.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:d0936c2067a67fb8816c908d5457d63eba3e2b17e515c5fe00e5ee2bace06040"},
+    {file = "llvmlite-0.42.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a78ab89f1924fc11482209f6799a7a3fc74ddc80425a7a3e0e8174af0e9e2301"},
+    {file = "llvmlite-0.42.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d7599b65c7af7abbc978dbf345712c60fd596aa5670496561cc10e8a71cebfb2"},
+    {file = "llvmlite-0.42.0-cp39-cp39-win_amd64.whl", hash = "sha256:43d65cc4e206c2e902c1004dd5418417c4efa6c1d04df05c6c5675a27e8ca90e"},
+    {file = "llvmlite-0.42.0.tar.gz", hash = "sha256:f92b09243c0cc3f457da8b983f67bd8e1295d0f5b3746c7a1861d7a99403854a"},
+]
+
 [[package]]
 name = "locket"
 version = "1.0.0"
@@ -1588,6 +1718,21 @@ files = [
     {file = "mistune-3.0.2.tar.gz", hash = "sha256:fc7f93ded930c92394ef2cb6f04a8aabab4117a91449e72dcc8dfa646a508be8"},
 ]
 
+[[package]]
+name = "myproxyclient"
+version = "2.1.1"
+description = "MyProxy Client"
+optional = false
+python-versions = "*"
+files = [
+    {file = "MyProxyClient-2.1.1-py3-none-any.whl", hash = "sha256:7e95927fec0e0981f1911aa8a766f77b81ecfd3a696a2bb7e20381c04649d9ae"},
+    {file = "MyProxyClient-2.1.1.tar.gz", hash = "sha256:7e998f1cf2246abdd1fbeba067f87d00d7a18d3bc138334dd93ae9a5f5ae3e5e"},
+]
+
+[package.dependencies]
+pyOpenSSL = "*"
+six = "*"
+
 [[package]]
 name = "mypy-extensions"
 version = "1.0.0"
@@ -1788,6 +1933,40 @@ jupyter-server = ">=1.8,<3"
 [package.extras]
 test = ["pytest", "pytest-console-scripts", "pytest-jupyter", "pytest-tornasync"]
 
+[[package]]
+name = "numba"
+version = "0.59.1"
+description = "compiling Python code using LLVM"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "numba-0.59.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:97385a7f12212c4f4bc28f648720a92514bee79d7063e40ef66c2d30600fd18e"},
+    {file = "numba-0.59.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0b77aecf52040de2a1eb1d7e314497b9e56fba17466c80b457b971a25bb1576d"},
+    {file = "numba-0.59.1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:3476a4f641bfd58f35ead42f4dcaf5f132569c4647c6f1360ccf18ee4cda3990"},
+    {file = "numba-0.59.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:525ef3f820931bdae95ee5379c670d5c97289c6520726bc6937a4a7d4230ba24"},
+    {file = "numba-0.59.1-cp310-cp310-win_amd64.whl", hash = "sha256:990e395e44d192a12105eca3083b61307db7da10e093972ca285c85bef0963d6"},
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+
+[package.dependencies]
+llvmlite = "==0.42.*"
+numpy = ">=1.22,<1.27"
+
 [[package]]
 name = "numpy"
 version = "1.26.4"
@@ -2373,6 +2552,24 @@ tomlkit = ">=0.10.1"
 spelling = ["pyenchant (>=3.2,<4.0)"]
 testutils = ["gitpython (>3)"]
 
+[[package]]
+name = "pyopenssl"
+version = "24.1.0"
+description = "Python wrapper module around the OpenSSL library"
+optional = false
+python-versions = ">=3.7"
+files = [
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+    {file = "pyOpenSSL-24.1.0.tar.gz", hash = "sha256:cabed4bfaa5df9f1a16c0ef64a0cb65318b5cd077a7eda7d6970131ca2f41a6f"},
+]
+
+[package.dependencies]
+cryptography = ">=41.0.5,<43"
+
+[package.extras]
+docs = ["sphinx (!=5.2.0,!=5.2.0.post0,!=7.2.5)", "sphinx-rtd-theme"]
+test = ["pretend", "pytest (>=3.0.1)", "pytest-rerunfailures"]
+
 [[package]]
 name = "pyproject-api"
 version = "1.6.1"
@@ -2679,13 +2876,13 @@ rpds-py = ">=0.7.0"
 
 [[package]]
 name = "requests"
-version = "2.31.0"
+version = "2.32.2"
 description = "Python HTTP for Humans."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "requests-2.32.2.tar.gz", hash = "sha256:dd951ff5ecf3e3b3aa26b40703ba77495dab41da839ae72ef3c8e5d8e2433289"},
 ]
 
 [package.dependencies]
@@ -2698,6 +2895,36 @@ urllib3 = ">=1.21.1,<3"
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
+[[package]]
+name = "requests-cache"
+version = "1.2.0"
+description = "A persistent cache for python requests"
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "requests_cache-1.2.0.tar.gz", hash = "sha256:db1c709ca343cc1cd5b6c8b1a5387298eceed02306a6040760db538c885e3838"},
+]
+
+[package.dependencies]
+attrs = ">=21.2"
+cattrs = ">=22.2"
+platformdirs = ">=2.5"
+requests = ">=2.22"
+url-normalize = ">=1.4"
+urllib3 = ">=1.25.5"
+
+[package.extras]
+all = ["boto3 (>=1.15)", "botocore (>=1.18)", "itsdangerous (>=2.0)", "pymongo (>=3)", "pyyaml (>=6.0.1)", "redis (>=3)", "ujson (>=5.4)"]
+bson = ["bson (>=0.5)"]
+docs = ["furo (>=2023.3,<2024.0)", "linkify-it-py (>=2.0,<3.0)", "myst-parser (>=1.0,<2.0)", "sphinx (>=5.0.2,<6.0.0)", "sphinx-autodoc-typehints (>=1.19)", "sphinx-automodapi (>=0.14)", "sphinx-copybutton (>=0.5)", "sphinx-design (>=0.2)", "sphinx-notfound-page (>=0.8)", "sphinxcontrib-apidoc (>=0.3)", "sphinxext-opengraph (>=0.9)"]
+dynamodb = ["boto3 (>=1.15)", "botocore (>=1.18)"]
+json = ["ujson (>=5.4)"]
+mongodb = ["pymongo (>=3)"]
+redis = ["redis (>=3)"]
+security = ["itsdangerous (>=2.0)"]
+yaml = ["pyyaml (>=6.0.1)"]
+
 [[package]]
 name = "rfc3339-validator"
 version = "0.1.4"
@@ -2942,6 +3169,63 @@ docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments
 testing = ["build[virtualenv]", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mypy (==1.9)", "packaging (>=23.2)", "pip (>=19.1)", "pytest (>=6,!=8.1.1)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy", "pytest-perf", "pytest-ruff (>=0.2.1)", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
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+[[package]]
+name = "shapely"
+version = "2.0.4"
+description = "Manipulation and analysis of geometric objects"
+optional = false
+python-versions = ">=3.7"
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+    {file = "shapely-2.0.4.tar.gz", hash = "sha256:5dc736127fac70009b8d309a0eeb74f3e08979e530cf7017f2f507ef62e6cfb8"},
+]
+
+[package.dependencies]
+numpy = ">=1.14,<3"
+
+[package.extras]
+docs = ["matplotlib", "numpydoc (==1.1.*)", "sphinx", "sphinx-book-theme", "sphinx-remove-toctrees"]
+test = ["pytest", "pytest-cov"]
+
 [[package]]
 name = "six"
 version = "1.16.0"
@@ -2975,6 +3259,28 @@ files = [
     {file = "soupsieve-2.5.tar.gz", hash = "sha256:5663d5a7b3bfaeee0bc4372e7fc48f9cff4940b3eec54a6451cc5299f1097690"},
 ]
 
+[[package]]
+name = "sparse"
+version = "0.15.4"
+description = "Sparse n-dimensional arrays for the PyData ecosystem"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "sparse-0.15.4-py2.py3-none-any.whl", hash = "sha256:76ec76fee2aee82a84eb97155dd530a9644e3b1fdea2406bc4b454698b36d938"},
+    {file = "sparse-0.15.4.tar.gz", hash = "sha256:d4b1c57d24ff0f64f2fd5b5a95b49b7fb84ed207a26d7d58ce2764dcc5c72b84"},
+]
+
+[package.dependencies]
+numba = ">=0.49"
+numpy = ">=1.17"
+scipy = ">=0.19"
+
+[package.extras]
+all = ["matrepr", "sparse[docs,tox]"]
+docs = ["sphinx", "sphinx-rtd-theme"]
+tests = ["dask[array]", "pre-commit", "pytest (>=3.5)", "pytest-cov"]
+tox = ["sparse[tests]", "tox"]
+
 [[package]]
 name = "stack-data"
 version = "0.6.3"
@@ -3195,6 +3501,20 @@ files = [
 [package.extras]
 dev = ["flake8", "flake8-annotations", "flake8-bandit", "flake8-bugbear", "flake8-commas", "flake8-comprehensions", "flake8-continuation", "flake8-datetimez", "flake8-docstrings", "flake8-import-order", "flake8-literal", "flake8-modern-annotations", "flake8-noqa", "flake8-pyproject", "flake8-requirements", "flake8-typechecking-import", "flake8-use-fstring", "mypy", "pep8-naming", "types-PyYAML"]
 
+[[package]]
+name = "url-normalize"
+version = "1.4.3"
+description = "URL normalization for Python"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+files = [
+    {file = "url-normalize-1.4.3.tar.gz", hash = "sha256:d23d3a070ac52a67b83a1c59a0e68f8608d1cd538783b401bc9de2c0fac999b2"},
+    {file = "url_normalize-1.4.3-py2.py3-none-any.whl", hash = "sha256:ec3c301f04e5bb676d333a7fa162fa977ad2ca04b7e652bfc9fac4e405728eed"},
+]
+
+[package.dependencies]
+six = "*"
+
 [[package]]
 name = "urllib3"
 version = "2.2.1"
@@ -3269,6 +3589,21 @@ files = [
     {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
 ]
 
+[[package]]
+name = "webob"
+version = "1.8.7"
+description = "WSGI request and response object"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*"
+files = [
+    {file = "WebOb-1.8.7-py2.py3-none-any.whl", hash = "sha256:73aae30359291c14fa3b956f8b5ca31960e420c28c1bec002547fb04928cf89b"},
+    {file = "WebOb-1.8.7.tar.gz", hash = "sha256:b64ef5141be559cfade448f044fa45c2260351edcb6a8ef6b7e00c7dcef0c323"},
+]
+
+[package.extras]
+docs = ["Sphinx (>=1.7.5)", "pylons-sphinx-themes"]
+testing = ["coverage", "pytest (>=3.1.0)", "pytest-cov", "pytest-xdist"]
+
 [[package]]
 name = "websocket-client"
 version = "1.8.0"
@@ -3331,6 +3666,25 @@ complete = ["dask", "numpy", "scipy", "xarray (>=0.14.1)"]
 dev = ["black", "codecov", "dask", "flake8", "numpy", "pytest", "pytest-cov", "scipy", "xarray (>=0.14.1)"]
 docs = ["IPython", "nbsphinx", "numpydoc", "sphinx", "sphinx-pangeo-theme", "sphinxcontrib-srclinks"]
 
+[[package]]
+name = "xesmf"
+version = "0.8.5"
+description = "Universal Regridder for Geospatial Data"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "xesmf-0.8.5-py3-none-any.whl", hash = "sha256:f142c05974e815d58a26ff54faca21873ba157109e8eace34d2188a554357691"},
+    {file = "xesmf-0.8.5.tar.gz", hash = "sha256:6767752f75d1900f9d28ce7e70d979964bed0ad7f1a16e1b34fac049cc26f88b"},
+]
+
+[package.dependencies]
+cf-xarray = ">=0.5.1"
+numba = ">=0.55.2"
+numpy = ">=1.16"
+shapely = "*"
+sparse = ">=0.8.0"
+xarray = ">=0.16.2"
+
 [[package]]
 name = "xgcm"
 version = "0.6.1"
@@ -3393,4 +3747,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10,<3.12"
-content-hash = "6c3624ab542a9f24167fd0095651ad1a258050a1a8f5b9471b05a86682100182"
+content-hash = "41507d93d5c536a963b8653504ad55593514047c8155a3c7a5e144d64ce4e776"
diff --git a/pyproject.toml b/pyproject.toml
index 3360c83..0924f4b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -5,6 +5,12 @@ description = ""
 authors = ["f-PLT <fplt.softwaredeveloper@gmail.com>"]
 readme = "README.md"
 
+[tool.poetry.group.dev]
+optional = true
+
+[tool.poetry.group.lab]
+optional = true
+
 [tool.poetry.dependencies]
 python = ">=3.10,<3.12"
 numpy = "^1.26.4"
@@ -12,9 +18,9 @@ netcdf4 = "^1.6.5"
 xmip = "^0.7.2"
 tqdm = "^4.66.4"
 pint = "^0.23"
-
-[tool.poetry.group.dev]
-optional = true
+xesmf = "^0.8.5"
+esgf-pyclient = "^0.3.1"
+xarray = "^2024.5.0"
 
 [tool.poetry.group.dev.dependencies]
 pytest = "^7.4.4"
@@ -28,9 +34,6 @@ flake8 = "^7.0.0"
 pre-commit = "^3.7.0"
 flake8-pyproject = "^1.2.3"
 
-[tool.poetry.group.lab]
-optional = true
-
 [tool.poetry.group.lab.dependencies]
 jupyterlab = "^4.0.10"
 notebook = "^7.0.6"

From 79b2d628a04a353b1ff5b388db6faeb6727a5198 Mon Sep 17 00:00:00 2001
From: f-PLT <fplt.softwaredeveloper@gmail.com>
Date: Tue, 28 May 2024 17:14:46 -0400
Subject: [PATCH 4/4] Fisrt attempt updating CI for Conda

---
 .github/workflows/lint.yml      | 46 ++++++++++++++++++++++++---------
 .github/workflows/precommit.yml | 46 ++++++++++++++++++++++++---------
 2 files changed, 68 insertions(+), 24 deletions(-)

diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index e3c2ca2..2864d2c 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -11,25 +11,47 @@ jobs:
     if: github.event.pull_request.draft == false
     runs-on: ubuntu-latest
 
+    defaults:
+      run:
+        shell: bash -el {0}
+
     steps:
       - uses: actions/checkout@v4
 
-      - name: Set up Python 3.11
-        uses: actions/setup-python@v5
+      - name: Setup Mambaforge
+        uses: conda-incubator/setup-miniconda@v3
         with:
-          python-version: '3.11'
-
-      - name: Install Poetry
-        run: |
-          pip install poetry
-
-      - name: Configure Poetry
-        run: |
-          poetry config virtualenvs.create false
+          miniforge-variant: Mambaforge
+          miniforge-version: latest
+          activate-environment: climateset
+          use-mamba: true
+
+      - name: Get Date
+        id: get-date
+        run: echo "today=$(/bin/date -u '+%Y%m%d')" >> $GITHUB_OUTPUT
+        shell: bash
+
+      - name: Cache Conda env
+        uses: actions/cache@v3
+        with:
+          path: ${{ env.CONDA }}/envs
+          key:
+            conda-${{ runner.os }}--${{ runner.arch }}--${{
+            steps.get-date.outputs.today }}-${{
+            hashFiles('etc/example-environment-caching.yml') }}-${{ env.CACHE_NUMBER
+            }}
+        env:
+          CACHE_NUMBER: 0
+        id: cache
+
+      - name: Update environment
+        run:
+          mamba env update -n climateset -f environment.yml
+        if: steps.cache.outputs.cache-hit != 'true'
 
       - name: Install dependencies
         run: |
-          make install
+          make CONDA_TOOL=mamba install
 
       - name: Run linting checks
         run: |
diff --git a/.github/workflows/precommit.yml b/.github/workflows/precommit.yml
index 49957cb..a248e70 100644
--- a/.github/workflows/precommit.yml
+++ b/.github/workflows/precommit.yml
@@ -11,25 +11,47 @@ jobs:
     if: github.event.pull_request.draft == false
     runs-on: ubuntu-latest
 
+    defaults:
+      run:
+        shell: bash -el {0}
+
     steps:
       - uses: actions/checkout@v4
 
-      - name: Set up Python 3.11
-        uses: actions/setup-python@v5
+      - name: Setup Mambaforge
+        uses: conda-incubator/setup-miniconda@v3
         with:
-          python-version: '3.11'
-
-      - name: Install Poetry
-        run: |
-          pip install poetry
-
-      - name: Configure Poetry
-        run: |
-          poetry config virtualenvs.create false
+          miniforge-variant: Mambaforge
+          miniforge-version: latest
+          activate-environment: climateset
+          use-mamba: true
+
+      - name: Get Date
+        id: get-date
+        run: echo "today=$(/bin/date -u '+%Y%m%d')" >> $GITHUB_OUTPUT
+        shell: bash
+
+      - name: Cache Conda env
+        uses: actions/cache@v3
+        with:
+          path: ${{ env.CONDA }}/envs
+          key:
+            conda-${{ runner.os }}--${{ runner.arch }}--${{
+            steps.get-date.outputs.today }}-${{
+            hashFiles('etc/example-environment-caching.yml') }}-${{ env.CACHE_NUMBER
+            }}
+        env:
+          CACHE_NUMBER: 0
+        id: cache
+
+      - name: Update environment
+        run:
+          mamba env update -n climateset -f environment.yml
+        if: steps.cache.outputs.cache-hit != 'true'
 
       - name: Install dependencies
         run: |
-          make install
+          make CONDA_TOOL=mamba install
 
       - name: Run Pre-commit checks
         run: |