diff --git a/.gitattributes b/.gitattributes
index c6d4021..a82c521 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -1,2 +1,4 @@
 *.jpeg filter=lfs diff=lfs merge=lfs -text
 *.png filter=lfs diff=lfs merge=lfs -text
+# SCM syntax highlighting & preventing 3-way merges
+pixi.lock merge=binary linguist-language=YAML linguist-generated=true
diff --git a/.gitignore b/.gitignore
index 31c2f2c..a3bb1ff 100644
--- a/.gitignore
+++ b/.gitignore
@@ -68,3 +68,6 @@ deep_searches/
 # Generated project dumps
 full_project.txt
 src_structure.txt
+# pixi environments
+.pixi/*
+!.pixi/config.toml
diff --git a/main.py b/main.py
index 7fc4716..c9fca70 100644
--- a/main.py
+++ b/main.py
@@ -285,12 +285,6 @@ def main():
     print(BANNER)
 
     # Check for required API keys
-    if not os.environ.get("ARRAYLAKE_API_KEY"):
-        print("ERROR: ARRAYLAKE_API_KEY not found in environment.")
-        print("Please add it to your .env file:")
-        print("  ARRAYLAKE_API_KEY=your_api_key_here")
-        sys.exit(1)
-
     if not os.environ.get("OPENAI_API_KEY"):
         print("ERROR: OPENAI_API_KEY not found in environment.")
         print("Please add it to your .env file:")
diff --git a/pixi.lock b/pixi.lock
new file mode 100644
index 0000000..0443bd3
--- /dev/null
+++ b/pixi.lock
@@ -0,0 +1,3452 @@
+version: 6
+environments:
+  agent:
+    channels:
+    - url: https://conda.anaconda.org/conda-forge/
+    indexes:
+    - https://pypi.org/simple
+    packages:
+      osx-arm64:
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/bzip2-1.0.8-hd037594_9.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.2.25-hbd8a1cb_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/icu-78.2-h38cb7af_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libexpat-2.7.4-hf6b4638_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libffi-3.5.2-hcf2aa1b_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/liblzma-5.8.2-h8088a28_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libmpdec-4.0.0-h84a0fba_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libsqlite-3.51.2-h1ae2325_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libzlib-1.3.1-h8359307_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/ncurses-6.5-h5e97a16_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/openssl-3.6.1-hd24854e_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/python-3.14.3-h4c637c5_101_cp314.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.14-8_cp314.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/readline-8.3-h46df422_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/tk-8.6.13-h010d191_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025c-hc9c84f9_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/zstd-1.5.7-hbf9d68e_6.conda
+      - pypi: https://files.pythonhosted.org/packages/1e/d3/26bf1008eb3d2daa8ef4cacc7f3bfdc11818d111f7e2d0201bc6e3b49d45/annotated_doc-0.0.4-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/38/0e/27be9fdef66e72d64c0cdc3cc2823101b80585f8119b5c112c2e8f5f7dab/anyio-4.12.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/81/29/5ecc3a15d5a33e31b26c11426c45c501e439cb865d0bff96315d86443b78/appnope-0.1.4-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/8b/80/88dad404ab9e522411837d1298341183c5b9fd373653edea77591ad6c501/arraylake-0.30.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/d2/39/e7eaf1799466a4aef85b6a4fe7bd175ad2b1c6345066aa33f1f58d4b18d0/asttokens-3.0.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/3a/2a/7cc015f5b9f5db42b7d48157e23356022889fc354a2813c15934b7cb5c0e/attrs-25.4.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/9a/3c/c17fb3ca2d9c3acff52e30b309f538586f9f5b9c9cf454f3845fc9af4881/certifi-2026.2.25-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/59/dd/27e9fa567a23931c838c6b02d0764611c62290062a6d4e8ff7863daf9730/cffi-2.0.0-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/2a/35/7051599bd493e62411d6ede36fd5af83a38f37c4767b92884df7301db25d/charset_normalizer-3.4.4-cp314-cp314-macosx_10_13_universal2.whl
+      - pypi: https://files.pythonhosted.org/packages/85/32/10bb5764d90a8eee674e9dc6f4db6a0ab47c8c4d0d83c27f7c39ac415a4d/click-8.2.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/60/97/891a0971e1e4a8c5d2b20bbe0e524dc04548d2307fee33cdeba148fd4fc7/comm-0.2.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/fd/e1/3542a9cb596cadd76fcef413f19c79216e002623158befe6daa03dbfa88c/contourpy-1.3.3-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/f7/81/b0bb27f2ba931a65409c6b8a8b358a7f03c0e46eceacddff55f7c84b1f3b/cryptography-46.0.5-cp311-abi3-macosx_10_9_universal2.whl
+      - pypi: https://files.pythonhosted.org/packages/e7/05/c19819d5e3d95294a6f5947fb9b9629efb316b96de511b418c53d245aae6/cycler-0.12.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e0/c3/7f67dea8ccf8fdcb9c99033bbe3e90b9e7395415843accb81428c441be2d/debugpy-1.8.20-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/4e/8c/f3147f5c4b73e7550fe5f9352eaa956ae838d5c51eb58e7a25b9f3e2643b/decorator-5.2.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/12/b3/231ffd4ab1fc9d679809f356cebee130ac7daa00d6d6f3206dd4fd137e9e/distro-1.9.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/ba/5a/18ad964b0086c6e62e2e7500f7edc89e3faa45033c71c1893d34eed2b2de/dnspython-2.8.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/0c/d5/c5db1ea3394c6e1732fb3286b3bd878b59507a8f77d32a2cebda7d7b7cd4/donfig-0.8.1.post1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/de/15/545e2b6cf2e3be84bc1ed85613edd75b8aea69807a71c26f4ca6a9258e82/email_validator-2.3.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/c1/ea/53f2148663b321f21b5a606bd5f191517cf40b7072c0497d3c92c4a13b1e/executing-2.2.1-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/32/8f/4e7bf82c0cbb738d3c2206c920ca34ca74ef9dabde779030145d28665104/fonttools-4.61.1-cp314-cp314-macosx_10_15_universal2.whl
+      - pypi: https://files.pythonhosted.org/packages/21/88/8ecf3c2b864a490b9e7010c84fd203ec8cf3b280651106a3a74dd1b0ca72/google_crc32c-1.8.0-cp314-cp314-macosx_12_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/04/4b/29cac41a4d98d144bf5f6d33995617b185d14b22401f75ca86f384e87ff1/h11-0.16.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/7e/f5/f66802a942d491edb555dd61e3a9961140fd64c90bce1eafd741609d334d/httpcore-1.0.9-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/56/95/9377bcb415797e44274b51d46e3249eba641711cf3348050f76ee7b15ffc/httpx-0.27.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/d2/fd/6668e5aec43ab844de6fc74927e155a3b37bf40d7c3790e49fc0406b6578/httpx_sse-0.4.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a4/bf/8ded42933d64041c1b495dc8b930799ac5cba272e0d699ed4fd754f0788b/icechunk-1.1.19-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/82/b9/e73d5d9f405cba7706c539aa8b311b49d4c2f3d698d9c12f815231169c71/ipykernel-7.2.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/3d/aa/898dec789a05731cd5a9f50605b7b44a72bd198fd0d4528e11fc610177cc/ipython-9.10.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/d9/33/1f075bf72b0b747cb3288d011319aaf64083cf2efef8354174e3ed4540e2/ipython_pygments_lexers-1.1.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/c0/5a/9cac0c82afec3d09ccd97c8b6502d48f165f9124db81b4bcb90b4af974ee/jedi-0.19.2-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/cd/8f/5482a7677731fd44881f0204981ce2d7175db271f82cba2085dd2212e095/jiter-0.13.0-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/73/07/02e16ed01e04a374e644b575638ec7987ae846d25ad97bcc9945a3ee4b0e/jsonpatch-1.33-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/71/92/5e77f98553e9e75130c78900d000368476aed74276eb8ae8796f65f00918/jsonpointer-3.0.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/69/90/f63fb5873511e014207a475e2bb4e8b2e570d655b00ac19a9a0ca0a385ee/jsonschema-4.26.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/41/45/1a4ed80516f02155c51f51e8cedb3c1902296743db0bbc66608a0db2814f/jsonschema_specifications-2025.9.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/2d/0b/ceb7694d864abc0a047649aec263878acb9f792e1fec3e676f22dc9015e3/jupyter_client-8.8.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e7/e7/80988e32bf6f73919a113473a604f5a8f09094de312b9d52b79c2df7612b/jupyter_core-5.9.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/f7/69/00aafdb4e4509c2ca6064646cba9cd4b37933898f426756adb2cb92ebbed/kiwisolver-1.4.9-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/7c/06/c3394327f815fade875724c0f6cff529777c96a1e17fea066deb997f8cf5/langchain-1.2.10-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/2d/a1/57d5feaa11dc2ebb40f3bc3d7bf4294b6703e152e56edea9d4c622475a6a/langchain_core-1.2.16-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/72/17/3785cbcdc81c451179247e4176d2697879cb4f45ab2c59d949ca574e072d/langchain_openai-1.1.10-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/23/a2/562a6c2430085c2c29b23c1e1d12233bf41a64e9a9832eda7573af3666cf/langgraph-1.0.9-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/4a/de/ddd53b7032e623f3c7bcdab2b44e8bf635e468f62e10e5ff1946f62c9356/langgraph_checkpoint-4.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/dc/41/ec966424ad3f2ed3996d24079d3342c8cd6c0bd0653c12b2a917a685ec6c/langgraph_prebuilt-1.0.8-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/6a/4c/7a7510260fbda788efd13bf4650d3e7d80988118441ac811ec78e0aa03ac/langgraph_sdk-0.3.9-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/41/a6/6025ccbdffe3533d444cdd0e989ff29bd273cb0ea6701c91dbbfeecc657a/langsmith-0.7.7-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/94/54/e7d793b573f298e1c9013b8c4dade17d481164aa517d1d7148619c2cedbf/markdown_it_py-4.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/6f/ca/e8ae28649fcdf039fda5ef554b40a95f50592a3c47e6f7270c9561c12b07/matplotlib-3.10.8-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/af/33/ee4519fa02ed11a94aef9559552f3b17bb863f2ecfe1a35dc7f548cde231/matplotlib_inline-0.2.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/fd/d9/eaa1f80170d2b7c5ba23f3b59f766f3a0bb41155fbc32a69adfa1adaaef9/mcp-1.26.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b3/38/89ba8ad64ae25be8de66a6d463314cf1eb366222074cfda9ee839c56a4b4/mdurl-0.1.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a0/c4/c2971a3ba4c6103a3d10c4b0f24f461ddc027f0f09763220cf35ca1401b3/nest_asyncio-1.6.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a1/37/260fa42e7b2b08e6e00ad632f8dd620961a60a459426c26cea390f8c68d0/numcodecs-0.16.5-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/25/7a/1fee4329abc705a469a4afe6e69b1ef7e915117747886327104a8493a955/numpy-2.4.2-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/c9/30/844dc675ee6902579b8eef01ed23917cc9319a1c9c0c14ec6e39340c96d0/openai-2.24.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e9/1e/745565dca749813db9a093c5ebc4bac1a9475c64d54b95654336ac3ed961/orjson-3.11.7-cp314-cp314-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl
+      - pypi: https://files.pythonhosted.org/packages/94/16/24d18851334be09c25e87f74307c84950f18c324a4d3c0b41dabdbf19c29/ormsgpack-1.12.2-cp314-cp314-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl
+      - pypi: https://files.pythonhosted.org/packages/20/12/38679034af332785aac8774540895e234f4d07f7545804097de4b666afd8/packaging-25.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/21/00/266d6b357ad5e6d3ad55093a7e8efc7dd245f5a842b584db9f30b0f0a287/pandas-2.3.3-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/b6/61/fae042894f4296ec49e3f193aff5d7c18440da9e48102c3315e1bc4519a7/parso-0.8.6-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/9e/c3/059298687310d527a58bb01f3b1965787ee3b40dce76752eda8b44e9a2c5/pexpect-4.9.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/05/30/5db1236b0d6313f03ebf97f5e17cda9ca060f524b2fcc875149a8360b21c/pillow-12.1.1-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/48/31/05e764397056194206169869b50cf2fee4dbbbc71b344705b9c0d878d4d8/platformdirs-4.9.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/f6/1e/12fe7c40cd2099a1f454518754ed229b01beaf3bbb343127f0cc13ce6c22/plotext-5.3.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/84/03/0d3ce49e2505ae70cf43bc5bb3033955d2fc9f932163e84dc0779cc47f48/prompt_toolkit-3.0.52-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/80/c4/f5af4c1ca8c1eeb2e92ccca14ce8effdeec651d5ab6053c589b074eda6e1/psutil-7.2.2-cp36-abi3-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/22/a6/858897256d0deac81a172289110f31629fc4cee19b6f01283303e18c8db3/ptyprocess-0.7.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/8e/37/efad0257dc6e593a18957422533ff0f87ede7c9c6ea010a2177d738fb82f/pure_eval-0.2.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/0c/c3/44f3fbbfa403ea2a7c779186dc20772604442dde72947e7d01069cbe98e3/pycparser-3.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/5a/87/b70ad306ebb6f9b585f114d0ac2137d792b48be34d732d60e597c2f8465a/pydantic-2.12.5-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/74/1a/145646e5687e8d9a1e8d09acb278c8535ebe9e972e1f162ed338a622f193/pydantic_core-2.41.5-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/00/4b/ccc026168948fec4f7555b9164c724cf4125eac006e176541483d2c959be/pydantic_settings-2.13.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/c7/21/705964c7812476f378728bdf590ca4b771ec72385c533964653c68e86bdc/pygments-2.19.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/6f/01/c26ce75ba460d5cd503da9e13b21a33804d38c2165dec7b716d06b13010c/pyjwt-2.11.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/10/bd/c038d7cc38edc1aa5bf91ab8068b63d4308c66c4c8bb3cbba7dfbc049f9c/pyparsing-3.3.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/14/1b/a298b06749107c305e1fe0f814c6c74aea7b2f1e10989cb30f544a1b3253/python_dotenv-1.2.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/1b/d0/397f9626e711ff749a95d96b7af99b9c566a9bb5129b8e4c10fc4d100304/python_multipart-0.0.22-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/81/c4/34e93fe5f5429d7570ec1fa436f1986fb1f00c3e0f43a589fe2bbcd22c3f/pytz-2025.2-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/bd/9c/4d95bb87eb2063d20db7b60faa3840c1b18025517ae857371c4dd55a6b3a/pyyaml-6.0.3-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/92/e7/038aab64a946d535901103da16b953c8c9cc9c961dadcbf3609ed6428d23/pyzmq-27.1.0-cp312-abi3-macosx_10_15_universal2.whl
+      - pypi: https://files.pythonhosted.org/packages/2c/58/ca301544e1fa93ed4f80d724bf5b194f6e4b945841c5bfd555878eea9fcb/referencing-0.37.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/ef/08/180d1826c3d7065200a5168c6b993a44947395c7bb6e04b2c2a219c34225/regex-2026.2.19-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/1e/db/4254e3eabe8020b458f1a747140d32277ec7a271daf1d235b70dc0b4e6e3/requests-2.32.5-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/3f/51/d4db610ef29373b879047326cbf6fa98b6c1969d6f6dc423279de2b1be2c/requests_toolbelt-1.0.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/14/25/b208c5683343959b670dc001595f2f3737e051da617f66c31f7c4fa93abc/rich-14.3.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/2b/60/19f7884db5d5603edf3c6bce35408f45ad3e97e10007df0e17dd57af18f8/rpds_py-0.30.0-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/b8/0c/51f6841f1d84f404f92463fc2b1ba0da357ca1e3db6b7fbda26956c3b82a/ruamel_yaml-0.19.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/ed/a6/d05a85fd51daeb2e4ea71d102f15b34fedca8e931af02594193ae4fd25f7/scipy-1.17.1-cp314-cp314-macosx_12_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/83/11/00d3c3dfc25ad54e731d91449895a79e4bf2384dc3ac01809010ba88f6d5/seaborn-0.13.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e0/f9/0595336914c5619e5f28a1fb793285925a8cd4b432c9da0a987836c7f822/shellingham-1.5.4-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e9/44/75a9c9421471a6c4805dbf2356f7c181a29c1879239abab1ea2cc8f38b40/sniffio-1.3.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/96/7f/832f015020844a8b8f7a9cbc103dd76ba8e3875004c41e08440ea3a2b41a/sse_starlette-3.2.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/f1/7b/ce1eafaf1a76852e2ec9b22edecf1daa58175c090266e9f6c64afcd81d91/stack_data-0.6.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/81/0d/13d1d239a25cbfb19e740db83143e95c772a1fe10202dda4b76792b114dd/starlette-0.52.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a8/45/a132b9074aa18e799b891b91ad72133c98d8042c70f6240e4c5f9dabee2f/structlog-25.5.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/d7/c1/eb8f9debc45d3b7918a32ab756658a0904732f75e555402972246b0b8e71/tenacity-9.1.4-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e3/7b/50c2f060412202d6c95f32b20755c7a6273543b125c0985d6fa9465105af/tiktoken-0.12.0-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/ab/a9/e94a9d5224107d7ce3cc1fab8d5dc97f5ea351ccc6322ee4fb661da94e35/tornado-6.5.4-cp39-abi3-macosx_10_9_universal2.whl
+      - pypi: https://files.pythonhosted.org/packages/16/e1/3079a9ff9b8e11b846c6ac5c8b5bfb7ff225eee721825310c91b3b50304f/tqdm-4.67.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/00/c0/8f5d070730d7836adc9c9b6408dec68c6ced86b304a9b26a14df072a6e8c/traitlets-5.14.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/4a/91/48db081e7a63bb37284f9fbcefda7c44c277b18b0e13fbc36ea2335b71e6/typer-0.24.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/18/67/36e9267722cc04a6b9f15c7f3441c2363321a3ea07da7ae0c0707beb2a9c/typing_extensions-4.15.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/c7/b0/003792df09decd6849a5e39c28b513c06e84436a54440380862b5aeff25d/tzdata-2025.3-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/39/08/aaaad47bc4e9dc8c725e68f9d04865dbcb2052843ff09c97b08904852d84/urllib3-2.6.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/43/b7/add4363039a34506a58457d96d4aa2126061df3a143eb4d042aedd6a2e76/uuid_utils-0.14.1-cp39-abi3-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl
+      - pypi: https://files.pythonhosted.org/packages/83/e4/d04a086285c20886c0daad0e026f250869201013d18f81d9ff5eada73a88/uvicorn-0.41.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/99/92/545eb2ca17fc0e05456728d7e4378bfee48d66433ae3b7e71948e46826fb/xarray-2026.2.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/18/d7/5dac2eb2ec75fd771957a13e5dda560efb2176d5203f39502a5fc571f899/xxhash-3.6.0-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/44/15/bb13b4913ef95ad5448490821eee4671d0e67673342e4d4070854e5fe081/zarr-3.1.5-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/8d/09/d0a2a14fc3439c5f874042dca72a79c70a532090b7ba0003be73fee37ae2/zstandard-0.25.0-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: ./
+  copernicus:
+    channels:
+    - url: https://conda.anaconda.org/conda-forge/
+    indexes:
+    - https://pypi.org/simple
+    packages:
+      osx-arm64:
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/bzip2-1.0.8-hd037594_9.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.2.25-hbd8a1cb_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/icu-78.2-h38cb7af_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libexpat-2.7.4-hf6b4638_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libffi-3.5.2-hcf2aa1b_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/liblzma-5.8.2-h8088a28_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libmpdec-4.0.0-h84a0fba_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libsqlite-3.51.2-h1ae2325_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libzlib-1.3.1-h8359307_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/ncurses-6.5-h5e97a16_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/openssl-3.6.1-hd24854e_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/python-3.14.3-h4c637c5_101_cp314.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.14-8_cp314.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/readline-8.3-h46df422_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/tk-8.6.13-h010d191_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025c-hc9c84f9_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/zstd-1.5.7-hbf9d68e_6.conda
+      - pypi: https://files.pythonhosted.org/packages/1e/d3/26bf1008eb3d2daa8ef4cacc7f3bfdc11818d111f7e2d0201bc6e3b49d45/annotated_doc-0.0.4-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/38/0e/27be9fdef66e72d64c0cdc3cc2823101b80585f8119b5c112c2e8f5f7dab/anyio-4.12.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/34/ec/c764296b694b425853baf444d9e4643949d2e16479f5b192f47fa24ba1fe/arcosparse-0.4.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/8b/80/88dad404ab9e522411837d1298341183c5b9fd373653edea77591ad6c501/arraylake-0.30.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/3a/2a/7cc015f5b9f5db42b7d48157e23356022889fc354a2813c15934b7cb5c0e/attrs-25.4.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/9e/21/854be1e1829a33450079c1a05f89ef03a2a44bdad590de3e10dc09d73cbd/boto3-1.42.57-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/cc/bd/89d0fdb65488d6ee40194268b07316433b41f3aa3f242676ed804c3200f5/botocore-1.42.57-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/9a/3c/c17fb3ca2d9c3acff52e30b309f538586f9f5b9c9cf454f3845fc9af4881/certifi-2026.2.25-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/59/dd/27e9fa567a23931c838c6b02d0764611c62290062a6d4e8ff7863daf9730/cffi-2.0.0-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/2a/35/7051599bd493e62411d6ede36fd5af83a38f37c4767b92884df7301db25d/charset_normalizer-3.4.4-cp314-cp314-macosx_10_13_universal2.whl
+      - pypi: https://files.pythonhosted.org/packages/85/32/10bb5764d90a8eee674e9dc6f4db6a0ab47c8c4d0d83c27f7c39ac415a4d/click-8.2.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/88/39/799be3f2f0f38cc727ee3b4f1445fe6d5e4133064ec2e4115069418a5bb6/cloudpickle-3.1.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e8/b7/4a3e7885c524cc1da667c414e97ac12a81051596146bec99e0113429f759/copernicusmarine-2.3.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/f7/81/b0bb27f2ba931a65409c6b8a8b358a7f03c0e46eceacddff55f7c84b1f3b/cryptography-46.0.5-cp311-abi3-macosx_10_9_universal2.whl
+      - pypi: https://files.pythonhosted.org/packages/e5/23/d39ccc4ed76222db31530b0a7d38876fdb7673e23f838e8d8f0ed4651a4f/dask-2026.1.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/ba/5a/18ad964b0086c6e62e2e7500f7edc89e3faa45033c71c1893d34eed2b2de/dnspython-2.8.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/0c/d5/c5db1ea3394c6e1732fb3286b3bd878b59507a8f77d32a2cebda7d7b7cd4/donfig-0.8.1.post1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/de/15/545e2b6cf2e3be84bc1ed85613edd75b8aea69807a71c26f4ca6a9258e82/email_validator-2.3.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e6/ab/fb21f4c939bb440104cc2b396d3be1d9b7a9fd3c6c2a53d98c45b3d7c954/fsspec-2026.2.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/21/88/8ecf3c2b864a490b9e7010c84fd203ec8cf3b280651106a3a74dd1b0ca72/google_crc32c-1.8.0-cp314-cp314-macosx_12_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/04/4b/29cac41a4d98d144bf5f6d33995617b185d14b22401f75ca86f384e87ff1/h11-0.16.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b1/8b/88f16936a8e8070a83d36239555227ecd91728f9ef222c5382cda07e0fd6/h5netcdf-1.8.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/7e/f5/f66802a942d491edb555dd61e3a9961140fd64c90bce1eafd741609d334d/httpcore-1.0.9-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/56/95/9377bcb415797e44274b51d46e3249eba641711cf3348050f76ee7b15ffc/httpx-0.27.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/d2/fd/6668e5aec43ab844de6fc74927e155a3b37bf40d7c3790e49fc0406b6578/httpx_sse-0.4.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a4/bf/8ded42933d64041c1b495dc8b930799ac5cba272e0d699ed4fd754f0788b/icechunk-1.1.19-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/14/2f/967ba146e6d58cf6a652da73885f52fc68001525b4197effc174321d70b4/jmespath-1.1.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/69/90/f63fb5873511e014207a475e2bb4e8b2e570d655b00ac19a9a0ca0a385ee/jsonschema-4.26.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/41/45/1a4ed80516f02155c51f51e8cedb3c1902296743db0bbc66608a0db2814f/jsonschema_specifications-2025.9.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/db/bc/83e112abc66cd466c6b83f99118035867cecd41802f8d044638aa78a106e/locket-1.0.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/94/54/e7d793b573f298e1c9013b8c4dade17d481164aa517d1d7148619c2cedbf/markdown_it_py-4.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/fd/d9/eaa1f80170d2b7c5ba23f3b59f766f3a0bb41155fbc32a69adfa1adaaef9/mcp-1.26.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b3/38/89ba8ad64ae25be8de66a6d463314cf1eb366222074cfda9ee839c56a4b4/mdurl-0.1.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a1/37/260fa42e7b2b08e6e00ad632f8dd620961a60a459426c26cea390f8c68d0/numcodecs-0.16.5-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/25/7a/1fee4329abc705a469a4afe6e69b1ef7e915117747886327104a8493a955/numpy-2.4.2-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/20/12/38679034af332785aac8774540895e234f4d07f7545804097de4b666afd8/packaging-25.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/21/00/266d6b357ad5e6d3ad55093a7e8efc7dd245f5a842b584db9f30b0f0a287/pandas-2.3.3-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/71/e7/40fb618334dcdf7c5a316c0e7343c5cd82d3d866edc100d98e29bc945ecd/partd-1.4.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/8d/1b/6da9a89583ce7b23ac611f183ae4843cd3a6cf54f079549b0e8c14031e73/pyarrow-23.0.1-cp314-cp314-macosx_12_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/0c/c3/44f3fbbfa403ea2a7c779186dc20772604442dde72947e7d01069cbe98e3/pycparser-3.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/5a/87/b70ad306ebb6f9b585f114d0ac2137d792b48be34d732d60e597c2f8465a/pydantic-2.12.5-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/74/1a/145646e5687e8d9a1e8d09acb278c8535ebe9e972e1f162ed338a622f193/pydantic_core-2.41.5-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/00/4b/ccc026168948fec4f7555b9164c724cf4125eac006e176541483d2c959be/pydantic_settings-2.13.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/c7/21/705964c7812476f378728bdf590ca4b771ec72385c533964653c68e86bdc/pygments-2.19.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/6f/01/c26ce75ba460d5cd503da9e13b21a33804d38c2165dec7b716d06b13010c/pyjwt-2.11.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/ad/b4/a9430e72bfc3c458e1fcf8363890994e483052ab052ed93912be4e5b32c8/pystac-1.14.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/14/1b/a298b06749107c305e1fe0f814c6c74aea7b2f1e10989cb30f544a1b3253/python_dotenv-1.2.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/1b/d0/397f9626e711ff749a95d96b7af99b9c566a9bb5129b8e4c10fc4d100304/python_multipart-0.0.22-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/81/c4/34e93fe5f5429d7570ec1fa436f1986fb1f00c3e0f43a589fe2bbcd22c3f/pytz-2025.2-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/bd/9c/4d95bb87eb2063d20db7b60faa3840c1b18025517ae857371c4dd55a6b3a/pyyaml-6.0.3-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/2c/58/ca301544e1fa93ed4f80d724bf5b194f6e4b945841c5bfd555878eea9fcb/referencing-0.37.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/1e/db/4254e3eabe8020b458f1a747140d32277ec7a271daf1d235b70dc0b4e6e3/requests-2.32.5-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/14/25/b208c5683343959b670dc001595f2f3737e051da617f66c31f7c4fa93abc/rich-14.3.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/2b/60/19f7884db5d5603edf3c6bce35408f45ad3e97e10007df0e17dd57af18f8/rpds_py-0.30.0-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/b8/0c/51f6841f1d84f404f92463fc2b1ba0da357ca1e3db6b7fbda26956c3b82a/ruamel_yaml-0.19.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/fc/51/727abb13f44c1fcf6d145979e1535a35794db0f6e450a0cb46aa24732fe2/s3transfer-0.16.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a6/24/4d91e05817e92e3a61c8a21e08fd0f390f5301f1c448b137c57c4bc6e543/semver-3.0.4-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e1/c6/76dc613121b793286a3f91621d7b75a2b493e0390ddca50f11993eadf192/setuptools-82.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e0/f9/0595336914c5619e5f28a1fb793285925a8cd4b432c9da0a987836c7f822/shellingham-1.5.4-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e9/44/75a9c9421471a6c4805dbf2356f7c181a29c1879239abab1ea2cc8f38b40/sniffio-1.3.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/96/7f/832f015020844a8b8f7a9cbc103dd76ba8e3875004c41e08440ea3a2b41a/sse_starlette-3.2.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/81/0d/13d1d239a25cbfb19e740db83143e95c772a1fe10202dda4b76792b114dd/starlette-0.52.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a8/45/a132b9074aa18e799b891b91ad72133c98d8042c70f6240e4c5f9dabee2f/structlog-25.5.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/fb/12/5911ae3eeec47800503a238d971e51722ccea5feb8569b735184d5fcdbc0/toolz-1.1.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/16/e1/3079a9ff9b8e11b846c6ac5c8b5bfb7ff225eee721825310c91b3b50304f/tqdm-4.67.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/4a/91/48db081e7a63bb37284f9fbcefda7c44c277b18b0e13fbc36ea2335b71e6/typer-0.24.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/18/67/36e9267722cc04a6b9f15c7f3441c2363321a3ea07da7ae0c0707beb2a9c/typing_extensions-4.15.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/c7/b0/003792df09decd6849a5e39c28b513c06e84436a54440380862b5aeff25d/tzdata-2025.3-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/39/08/aaaad47bc4e9dc8c725e68f9d04865dbcb2052843ff09c97b08904852d84/urllib3-2.6.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/83/e4/d04a086285c20886c0daad0e026f250869201013d18f81d9ff5eada73a88/uvicorn-0.41.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/99/92/545eb2ca17fc0e05456728d7e4378bfee48d66433ae3b7e71948e46826fb/xarray-2026.2.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/44/15/bb13b4913ef95ad5448490821eee4671d0e67673342e4d4070854e5fe081/zarr-3.1.5-py3-none-any.whl
+      - pypi: ./
+  default:
+    channels:
+    - url: https://conda.anaconda.org/conda-forge/
+    indexes:
+    - https://pypi.org/simple
+    packages:
+      osx-arm64:
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/bzip2-1.0.8-hd037594_9.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.2.25-hbd8a1cb_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/icu-78.2-h38cb7af_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libexpat-2.7.4-hf6b4638_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libffi-3.5.2-hcf2aa1b_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/liblzma-5.8.2-h8088a28_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libmpdec-4.0.0-h84a0fba_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libsqlite-3.51.2-h1ae2325_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libzlib-1.3.1-h8359307_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/ncurses-6.5-h5e97a16_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/openssl-3.6.1-hd24854e_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/python-3.14.3-h4c637c5_101_cp314.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.14-8_cp314.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/readline-8.3-h46df422_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/tk-8.6.13-h010d191_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025c-hc9c84f9_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/zstd-1.5.7-hbf9d68e_6.conda
+      - pypi: https://files.pythonhosted.org/packages/1e/d3/26bf1008eb3d2daa8ef4cacc7f3bfdc11818d111f7e2d0201bc6e3b49d45/annotated_doc-0.0.4-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/38/0e/27be9fdef66e72d64c0cdc3cc2823101b80585f8119b5c112c2e8f5f7dab/anyio-4.12.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/8b/80/88dad404ab9e522411837d1298341183c5b9fd373653edea77591ad6c501/arraylake-0.30.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/3a/2a/7cc015f5b9f5db42b7d48157e23356022889fc354a2813c15934b7cb5c0e/attrs-25.4.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/9a/3c/c17fb3ca2d9c3acff52e30b309f538586f9f5b9c9cf454f3845fc9af4881/certifi-2026.2.25-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/59/dd/27e9fa567a23931c838c6b02d0764611c62290062a6d4e8ff7863daf9730/cffi-2.0.0-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/85/32/10bb5764d90a8eee674e9dc6f4db6a0ab47c8c4d0d83c27f7c39ac415a4d/click-8.2.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/f7/81/b0bb27f2ba931a65409c6b8a8b358a7f03c0e46eceacddff55f7c84b1f3b/cryptography-46.0.5-cp311-abi3-macosx_10_9_universal2.whl
+      - pypi: https://files.pythonhosted.org/packages/ba/5a/18ad964b0086c6e62e2e7500f7edc89e3faa45033c71c1893d34eed2b2de/dnspython-2.8.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/0c/d5/c5db1ea3394c6e1732fb3286b3bd878b59507a8f77d32a2cebda7d7b7cd4/donfig-0.8.1.post1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/de/15/545e2b6cf2e3be84bc1ed85613edd75b8aea69807a71c26f4ca6a9258e82/email_validator-2.3.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/21/88/8ecf3c2b864a490b9e7010c84fd203ec8cf3b280651106a3a74dd1b0ca72/google_crc32c-1.8.0-cp314-cp314-macosx_12_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/04/4b/29cac41a4d98d144bf5f6d33995617b185d14b22401f75ca86f384e87ff1/h11-0.16.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/7e/f5/f66802a942d491edb555dd61e3a9961140fd64c90bce1eafd741609d334d/httpcore-1.0.9-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/56/95/9377bcb415797e44274b51d46e3249eba641711cf3348050f76ee7b15ffc/httpx-0.27.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/d2/fd/6668e5aec43ab844de6fc74927e155a3b37bf40d7c3790e49fc0406b6578/httpx_sse-0.4.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a4/bf/8ded42933d64041c1b495dc8b930799ac5cba272e0d699ed4fd754f0788b/icechunk-1.1.19-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/69/90/f63fb5873511e014207a475e2bb4e8b2e570d655b00ac19a9a0ca0a385ee/jsonschema-4.26.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/41/45/1a4ed80516f02155c51f51e8cedb3c1902296743db0bbc66608a0db2814f/jsonschema_specifications-2025.9.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/94/54/e7d793b573f298e1c9013b8c4dade17d481164aa517d1d7148619c2cedbf/markdown_it_py-4.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/fd/d9/eaa1f80170d2b7c5ba23f3b59f766f3a0bb41155fbc32a69adfa1adaaef9/mcp-1.26.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b3/38/89ba8ad64ae25be8de66a6d463314cf1eb366222074cfda9ee839c56a4b4/mdurl-0.1.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a1/37/260fa42e7b2b08e6e00ad632f8dd620961a60a459426c26cea390f8c68d0/numcodecs-0.16.5-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/25/7a/1fee4329abc705a469a4afe6e69b1ef7e915117747886327104a8493a955/numpy-2.4.2-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/20/12/38679034af332785aac8774540895e234f4d07f7545804097de4b666afd8/packaging-25.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/21/00/266d6b357ad5e6d3ad55093a7e8efc7dd245f5a842b584db9f30b0f0a287/pandas-2.3.3-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/0c/c3/44f3fbbfa403ea2a7c779186dc20772604442dde72947e7d01069cbe98e3/pycparser-3.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/5a/87/b70ad306ebb6f9b585f114d0ac2137d792b48be34d732d60e597c2f8465a/pydantic-2.12.5-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/74/1a/145646e5687e8d9a1e8d09acb278c8535ebe9e972e1f162ed338a622f193/pydantic_core-2.41.5-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/00/4b/ccc026168948fec4f7555b9164c724cf4125eac006e176541483d2c959be/pydantic_settings-2.13.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/c7/21/705964c7812476f378728bdf590ca4b771ec72385c533964653c68e86bdc/pygments-2.19.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/6f/01/c26ce75ba460d5cd503da9e13b21a33804d38c2165dec7b716d06b13010c/pyjwt-2.11.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/14/1b/a298b06749107c305e1fe0f814c6c74aea7b2f1e10989cb30f544a1b3253/python_dotenv-1.2.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/1b/d0/397f9626e711ff749a95d96b7af99b9c566a9bb5129b8e4c10fc4d100304/python_multipart-0.0.22-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/81/c4/34e93fe5f5429d7570ec1fa436f1986fb1f00c3e0f43a589fe2bbcd22c3f/pytz-2025.2-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/bd/9c/4d95bb87eb2063d20db7b60faa3840c1b18025517ae857371c4dd55a6b3a/pyyaml-6.0.3-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/2c/58/ca301544e1fa93ed4f80d724bf5b194f6e4b945841c5bfd555878eea9fcb/referencing-0.37.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/14/25/b208c5683343959b670dc001595f2f3737e051da617f66c31f7c4fa93abc/rich-14.3.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/2b/60/19f7884db5d5603edf3c6bce35408f45ad3e97e10007df0e17dd57af18f8/rpds_py-0.30.0-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/b8/0c/51f6841f1d84f404f92463fc2b1ba0da357ca1e3db6b7fbda26956c3b82a/ruamel_yaml-0.19.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e0/f9/0595336914c5619e5f28a1fb793285925a8cd4b432c9da0a987836c7f822/shellingham-1.5.4-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e9/44/75a9c9421471a6c4805dbf2356f7c181a29c1879239abab1ea2cc8f38b40/sniffio-1.3.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/96/7f/832f015020844a8b8f7a9cbc103dd76ba8e3875004c41e08440ea3a2b41a/sse_starlette-3.2.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/81/0d/13d1d239a25cbfb19e740db83143e95c772a1fe10202dda4b76792b114dd/starlette-0.52.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a8/45/a132b9074aa18e799b891b91ad72133c98d8042c70f6240e4c5f9dabee2f/structlog-25.5.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/4a/91/48db081e7a63bb37284f9fbcefda7c44c277b18b0e13fbc36ea2335b71e6/typer-0.24.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/18/67/36e9267722cc04a6b9f15c7f3441c2363321a3ea07da7ae0c0707beb2a9c/typing_extensions-4.15.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/c7/b0/003792df09decd6849a5e39c28b513c06e84436a54440380862b5aeff25d/tzdata-2025.3-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/83/e4/d04a086285c20886c0daad0e026f250869201013d18f81d9ff5eada73a88/uvicorn-0.41.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/99/92/545eb2ca17fc0e05456728d7e4378bfee48d66433ae3b7e71948e46826fb/xarray-2026.2.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/44/15/bb13b4913ef95ad5448490821eee4671d0e67673342e4d4070854e5fe081/zarr-3.1.5-py3-none-any.whl
+      - pypi: ./
+  dev:
+    channels:
+    - url: https://conda.anaconda.org/conda-forge/
+    indexes:
+    - https://pypi.org/simple
+    packages:
+      osx-arm64:
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/bzip2-1.0.8-hd037594_9.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.2.25-hbd8a1cb_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/icu-78.2-h38cb7af_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libexpat-2.7.4-hf6b4638_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libffi-3.5.2-hcf2aa1b_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/liblzma-5.8.2-h8088a28_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libmpdec-4.0.0-h84a0fba_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libsqlite-3.51.2-h1ae2325_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libzlib-1.3.1-h8359307_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/ncurses-6.5-h5e97a16_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/openssl-3.6.1-hd24854e_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/python-3.14.3-h4c637c5_101_cp314.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.14-8_cp314.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/readline-8.3-h46df422_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/tk-8.6.13-h010d191_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025c-hc9c84f9_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/zstd-1.5.7-hbf9d68e_6.conda
+      - pypi: https://files.pythonhosted.org/packages/1e/d3/26bf1008eb3d2daa8ef4cacc7f3bfdc11818d111f7e2d0201bc6e3b49d45/annotated_doc-0.0.4-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/38/0e/27be9fdef66e72d64c0cdc3cc2823101b80585f8119b5c112c2e8f5f7dab/anyio-4.12.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/8b/80/88dad404ab9e522411837d1298341183c5b9fd373653edea77591ad6c501/arraylake-0.30.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/3a/2a/7cc015f5b9f5db42b7d48157e23356022889fc354a2813c15934b7cb5c0e/attrs-25.4.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a5/f5/d33696c099450b1274d925a42b7a030cd3ea1f56d72e5ca8bbed5f52759c/black-26.1.0-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/9a/3c/c17fb3ca2d9c3acff52e30b309f538586f9f5b9c9cf454f3845fc9af4881/certifi-2026.2.25-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/59/dd/27e9fa567a23931c838c6b02d0764611c62290062a6d4e8ff7863daf9730/cffi-2.0.0-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/db/3c/33bac158f8ab7f89b2e59426d5fe2e4f63f7ed25df84c036890172b412b5/cfgv-3.5.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/85/32/10bb5764d90a8eee674e9dc6f4db6a0ab47c8c4d0d83c27f7c39ac415a4d/click-8.2.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/d3/28/56e6d892b7b052236d67c95f1936b6a7cf7c3e2634bf27610b8cbd7f9c60/coverage-7.13.4-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/f7/81/b0bb27f2ba931a65409c6b8a8b358a7f03c0e46eceacddff55f7c84b1f3b/cryptography-46.0.5-cp311-abi3-macosx_10_9_universal2.whl
+      - pypi: https://files.pythonhosted.org/packages/33/6b/e0547afaf41bf2c42e52430072fa5658766e3d65bd4b03a563d1b6336f57/distlib-0.4.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/ba/5a/18ad964b0086c6e62e2e7500f7edc89e3faa45033c71c1893d34eed2b2de/dnspython-2.8.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/0c/d5/c5db1ea3394c6e1732fb3286b3bd878b59507a8f77d32a2cebda7d7b7cd4/donfig-0.8.1.post1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/de/15/545e2b6cf2e3be84bc1ed85613edd75b8aea69807a71c26f4ca6a9258e82/email_validator-2.3.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/9c/0f/5d0c71a1aefeb08efff26272149e07ab922b64f46c63363756224bd6872e/filelock-3.24.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/21/88/8ecf3c2b864a490b9e7010c84fd203ec8cf3b280651106a3a74dd1b0ca72/google_crc32c-1.8.0-cp314-cp314-macosx_12_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/04/4b/29cac41a4d98d144bf5f6d33995617b185d14b22401f75ca86f384e87ff1/h11-0.16.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/7e/f5/f66802a942d491edb555dd61e3a9961140fd64c90bce1eafd741609d334d/httpcore-1.0.9-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/56/95/9377bcb415797e44274b51d46e3249eba641711cf3348050f76ee7b15ffc/httpx-0.27.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/d2/fd/6668e5aec43ab844de6fc74927e155a3b37bf40d7c3790e49fc0406b6578/httpx_sse-0.4.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a4/bf/8ded42933d64041c1b495dc8b930799ac5cba272e0d699ed4fd754f0788b/icechunk-1.1.19-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/b8/58/40fbbcefeda82364720eba5cf2270f98496bdfa19ea75b4cccae79c698e6/identify-2.6.16-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/cb/b1/3846dd7f199d53cb17f49cba7e651e9ce294d8497c8c150530ed11865bb8/iniconfig-2.3.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/69/90/f63fb5873511e014207a475e2bb4e8b2e570d655b00ac19a9a0ca0a385ee/jsonschema-4.26.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/41/45/1a4ed80516f02155c51f51e8cedb3c1902296743db0bbc66608a0db2814f/jsonschema_specifications-2025.9.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/1b/18/25e991cd5640c9fb0f8d91b18797b29066b792f17bf8493da183bf5caabe/librt-0.8.1-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/94/54/e7d793b573f298e1c9013b8c4dade17d481164aa517d1d7148619c2cedbf/markdown_it_py-4.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/fd/d9/eaa1f80170d2b7c5ba23f3b59f766f3a0bb41155fbc32a69adfa1adaaef9/mcp-1.26.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b3/38/89ba8ad64ae25be8de66a6d463314cf1eb366222074cfda9ee839c56a4b4/mdurl-0.1.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/94/28/52785ab7bfa165f87fcbb61547a93f98bb20e7f82f90f165a1f69bce7b3d/mypy-1.19.1-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/79/7b/2c79738432f5c924bef5071f933bcc9efd0473bac3b4aa584a6f7c1c8df8/mypy_extensions-1.1.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/88/b2/d0896bdcdc8d28a7fc5717c305f1a861c26e18c05047949fb371034d98bd/nodeenv-1.10.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a1/37/260fa42e7b2b08e6e00ad632f8dd620961a60a459426c26cea390f8c68d0/numcodecs-0.16.5-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/25/7a/1fee4329abc705a469a4afe6e69b1ef7e915117747886327104a8493a955/numpy-2.4.2-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/20/12/38679034af332785aac8774540895e234f4d07f7545804097de4b666afd8/packaging-25.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/21/00/266d6b357ad5e6d3ad55093a7e8efc7dd245f5a842b584db9f30b0f0a287/pandas-2.3.3-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/ef/3c/2c197d226f9ea224a9ab8d197933f9da0ae0aac5b6e0f884e2b8d9c8e9f7/pathspec-1.0.4-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/48/31/05e764397056194206169869b50cf2fee4dbbbc71b344705b9c0d878d4d8/platformdirs-4.9.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/54/20/4d324d65cc6d9205fabedc306948156824eb9f0ee1633355a8f7ec5c66bf/pluggy-1.6.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/5d/19/fd3ef348460c80af7bb4669ea7926651d1f95c23ff2df18b9d24bab4f3fa/pre_commit-4.5.1-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/0c/c3/44f3fbbfa403ea2a7c779186dc20772604442dde72947e7d01069cbe98e3/pycparser-3.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/5a/87/b70ad306ebb6f9b585f114d0ac2137d792b48be34d732d60e597c2f8465a/pydantic-2.12.5-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/74/1a/145646e5687e8d9a1e8d09acb278c8535ebe9e972e1f162ed338a622f193/pydantic_core-2.41.5-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/00/4b/ccc026168948fec4f7555b9164c724cf4125eac006e176541483d2c959be/pydantic_settings-2.13.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/c7/21/705964c7812476f378728bdf590ca4b771ec72385c533964653c68e86bdc/pygments-2.19.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/6f/01/c26ce75ba460d5cd503da9e13b21a33804d38c2165dec7b716d06b13010c/pyjwt-2.11.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/3b/ab/b3226f0bd7cdcf710fbede2b3548584366da3b19b5021e74f5bde2a8fa3f/pytest-9.0.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e5/35/f8b19922b6a25bc0880171a2f1a003eaeb93657475193ab516fd87cac9da/pytest_asyncio-1.3.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/ee/49/1377b49de7d0c1ce41292161ea0f721913fa8722c19fb9c1e3aa0367eecb/pytest_cov-7.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/c0/5c/e2b18e66d73b69de87c198cba8744934b91247d8ab657a7253b591f4cf23/python_discovery-1.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/14/1b/a298b06749107c305e1fe0f814c6c74aea7b2f1e10989cb30f544a1b3253/python_dotenv-1.2.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/1b/d0/397f9626e711ff749a95d96b7af99b9c566a9bb5129b8e4c10fc4d100304/python_multipart-0.0.22-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/8f/a7/b470f672e6fc5fee0a01d9e75005a0e617e162381974213a945fcd274843/pytokens-0.4.1-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/81/c4/34e93fe5f5429d7570ec1fa436f1986fb1f00c3e0f43a589fe2bbcd22c3f/pytz-2025.2-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/bd/9c/4d95bb87eb2063d20db7b60faa3840c1b18025517ae857371c4dd55a6b3a/pyyaml-6.0.3-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/2c/58/ca301544e1fa93ed4f80d724bf5b194f6e4b945841c5bfd555878eea9fcb/referencing-0.37.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/14/25/b208c5683343959b670dc001595f2f3737e051da617f66c31f7c4fa93abc/rich-14.3.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/2b/60/19f7884db5d5603edf3c6bce35408f45ad3e97e10007df0e17dd57af18f8/rpds_py-0.30.0-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/b8/0c/51f6841f1d84f404f92463fc2b1ba0da357ca1e3db6b7fbda26956c3b82a/ruamel_yaml-0.19.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/2d/c1/e0532d7f9c9e0b14c46f61b14afd563298b8b83f337b6789ddd987e46121/ruff-0.15.2-py3-none-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/e0/f9/0595336914c5619e5f28a1fb793285925a8cd4b432c9da0a987836c7f822/shellingham-1.5.4-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e9/44/75a9c9421471a6c4805dbf2356f7c181a29c1879239abab1ea2cc8f38b40/sniffio-1.3.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/96/7f/832f015020844a8b8f7a9cbc103dd76ba8e3875004c41e08440ea3a2b41a/sse_starlette-3.2.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/81/0d/13d1d239a25cbfb19e740db83143e95c772a1fe10202dda4b76792b114dd/starlette-0.52.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a8/45/a132b9074aa18e799b891b91ad72133c98d8042c70f6240e4c5f9dabee2f/structlog-25.5.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/4a/91/48db081e7a63bb37284f9fbcefda7c44c277b18b0e13fbc36ea2335b71e6/typer-0.24.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/18/67/36e9267722cc04a6b9f15c7f3441c2363321a3ea07da7ae0c0707beb2a9c/typing_extensions-4.15.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/c7/b0/003792df09decd6849a5e39c28b513c06e84436a54440380862b5aeff25d/tzdata-2025.3-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/83/e4/d04a086285c20886c0daad0e026f250869201013d18f81d9ff5eada73a88/uvicorn-0.41.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/29/d1/3f62e4f9577b28c352c11623a03fb916096d5c131303d4861b4914481b6b/virtualenv-21.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/99/92/545eb2ca17fc0e05456728d7e4378bfee48d66433ae3b7e71948e46826fb/xarray-2026.2.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/44/15/bb13b4913ef95ad5448490821eee4671d0e67673342e4d4070854e5fe081/zarr-3.1.5-py3-none-any.whl
+      - pypi: ./
+  docs:
+    channels:
+    - url: https://conda.anaconda.org/conda-forge/
+    indexes:
+    - https://pypi.org/simple
+    packages:
+      osx-arm64:
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/bzip2-1.0.8-hd037594_9.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.2.25-hbd8a1cb_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/icu-78.2-h38cb7af_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libexpat-2.7.4-hf6b4638_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libffi-3.5.2-hcf2aa1b_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/liblzma-5.8.2-h8088a28_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libmpdec-4.0.0-h84a0fba_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libsqlite-3.51.2-h1ae2325_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libzlib-1.3.1-h8359307_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/ncurses-6.5-h5e97a16_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/openssl-3.6.1-hd24854e_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/python-3.14.3-h4c637c5_101_cp314.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.14-8_cp314.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/readline-8.3-h46df422_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/tk-8.6.13-h010d191_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025c-hc9c84f9_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/zstd-1.5.7-hbf9d68e_6.conda
+      - pypi: https://files.pythonhosted.org/packages/1e/d3/26bf1008eb3d2daa8ef4cacc7f3bfdc11818d111f7e2d0201bc6e3b49d45/annotated_doc-0.0.4-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/38/0e/27be9fdef66e72d64c0cdc3cc2823101b80585f8119b5c112c2e8f5f7dab/anyio-4.12.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/8b/80/88dad404ab9e522411837d1298341183c5b9fd373653edea77591ad6c501/arraylake-0.30.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/3a/2a/7cc015f5b9f5db42b7d48157e23356022889fc354a2813c15934b7cb5c0e/attrs-25.4.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/77/f5/21d2de20e8b8b0408f0681956ca2c69f1320a3848ac50e6e7f39c6159675/babel-2.18.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/af/75/be12ba31a6eb20dccef2320cd8ccb3f7d9013b68ba4c70156259fee9e409/backrefs-6.2-py314-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/9a/3c/c17fb3ca2d9c3acff52e30b309f538586f9f5b9c9cf454f3845fc9af4881/certifi-2026.2.25-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/59/dd/27e9fa567a23931c838c6b02d0764611c62290062a6d4e8ff7863daf9730/cffi-2.0.0-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/2a/35/7051599bd493e62411d6ede36fd5af83a38f37c4767b92884df7301db25d/charset_normalizer-3.4.4-cp314-cp314-macosx_10_13_universal2.whl
+      - pypi: https://files.pythonhosted.org/packages/85/32/10bb5764d90a8eee674e9dc6f4db6a0ab47c8c4d0d83c27f7c39ac415a4d/click-8.2.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/f7/81/b0bb27f2ba931a65409c6b8a8b358a7f03c0e46eceacddff55f7c84b1f3b/cryptography-46.0.5-cp311-abi3-macosx_10_9_universal2.whl
+      - pypi: https://files.pythonhosted.org/packages/ba/5a/18ad964b0086c6e62e2e7500f7edc89e3faa45033c71c1893d34eed2b2de/dnspython-2.8.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/0c/d5/c5db1ea3394c6e1732fb3286b3bd878b59507a8f77d32a2cebda7d7b7cd4/donfig-0.8.1.post1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/de/15/545e2b6cf2e3be84bc1ed85613edd75b8aea69807a71c26f4ca6a9258e82/email_validator-2.3.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/f7/ec/67fbef5d497f86283db54c22eec6f6140243aae73265799baaaa19cd17fb/ghp_import-2.1.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/21/88/8ecf3c2b864a490b9e7010c84fd203ec8cf3b280651106a3a74dd1b0ca72/google_crc32c-1.8.0-cp314-cp314-macosx_12_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/4d/51/c936033e16d12b627ea334aaaaf42229c37620d0f15593456ab69ab48161/griffelib-2.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/04/4b/29cac41a4d98d144bf5f6d33995617b185d14b22401f75ca86f384e87ff1/h11-0.16.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/7e/f5/f66802a942d491edb555dd61e3a9961140fd64c90bce1eafd741609d334d/httpcore-1.0.9-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/56/95/9377bcb415797e44274b51d46e3249eba641711cf3348050f76ee7b15ffc/httpx-0.27.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/d2/fd/6668e5aec43ab844de6fc74927e155a3b37bf40d7c3790e49fc0406b6578/httpx_sse-0.4.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a4/bf/8ded42933d64041c1b495dc8b930799ac5cba272e0d699ed4fd754f0788b/icechunk-1.1.19-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/62/a1/3d680cbfd5f4b8f15abc1d571870c5fc3e594bb582bc3b64ea099db13e56/jinja2-3.1.6-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/69/90/f63fb5873511e014207a475e2bb4e8b2e570d655b00ac19a9a0ca0a385ee/jsonschema-4.26.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/41/45/1a4ed80516f02155c51f51e8cedb3c1902296743db0bbc66608a0db2814f/jsonschema_specifications-2025.9.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/de/1f/77fa3081e4f66ca3576c896ae5d31c3002ac6607f9747d2e3aa49227e464/markdown-3.10.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/94/54/e7d793b573f298e1c9013b8c4dade17d481164aa517d1d7148619c2cedbf/markdown_it_py-4.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b5/64/7660f8a4a8e53c924d0fa05dc3a55c9cee10bbd82b11c5afb27d44b096ce/markupsafe-3.0.3-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/fd/d9/eaa1f80170d2b7c5ba23f3b59f766f3a0bb41155fbc32a69adfa1adaaef9/mcp-1.26.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b3/38/89ba8ad64ae25be8de66a6d463314cf1eb366222074cfda9ee839c56a4b4/mdurl-0.1.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/2c/19/04f9b178c2d8a15b076c8b5140708fa6ffc5601fb6f1e975537072df5b2a/mergedeep-1.3.4-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/22/5b/dbc6a8cddc9cfa9c4971d59fb12bb8d42e161b7e7f8cc89e49137c5b279c/mkdocs-1.6.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/28/de/a3e710469772c6a89595fc52816da05c1e164b4c866a89e3cb82fb1b67c5/mkdocs_autorefs-1.4.4-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/9f/d4/029f984e8d3f3b6b726bd33cafc473b75e9e44c0f7e80a5b29abc466bdea/mkdocs_get_deps-0.2.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b9/1b/16ad0193079bb8a15aa1d2620813a9cd15b18de150a4ea1b2c607fb4c74d/mkdocs_material-9.7.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/5b/54/662a4743aa81d9582ee9339d4ffa3c8fd40a4965e033d77b9da9774d3960/mkdocs_material_extensions-1.3.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/04/41/1cf02e3df279d2dd846a1bf235a928254eba9006dd22b4a14caa71aed0f7/mkdocstrings-1.0.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/32/28/79f0f8de97cce916d5ae88a7bee1ad724855e83e6019c0b4d5b3fabc80f3/mkdocstrings_python-2.0.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a1/37/260fa42e7b2b08e6e00ad632f8dd620961a60a459426c26cea390f8c68d0/numcodecs-0.16.5-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/25/7a/1fee4329abc705a469a4afe6e69b1ef7e915117747886327104a8493a955/numpy-2.4.2-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/20/12/38679034af332785aac8774540895e234f4d07f7545804097de4b666afd8/packaging-25.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/90/96/04b8e52da071d28f5e21a805b19cb9390aa17a47462ac87f5e2696b9566d/paginate-0.5.7-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/21/00/266d6b357ad5e6d3ad55093a7e8efc7dd245f5a842b584db9f30b0f0a287/pandas-2.3.3-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/ef/3c/2c197d226f9ea224a9ab8d197933f9da0ae0aac5b6e0f884e2b8d9c8e9f7/pathspec-1.0.4-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/48/31/05e764397056194206169869b50cf2fee4dbbbc71b344705b9c0d878d4d8/platformdirs-4.9.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/0c/c3/44f3fbbfa403ea2a7c779186dc20772604442dde72947e7d01069cbe98e3/pycparser-3.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/5a/87/b70ad306ebb6f9b585f114d0ac2137d792b48be34d732d60e597c2f8465a/pydantic-2.12.5-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/74/1a/145646e5687e8d9a1e8d09acb278c8535ebe9e972e1f162ed338a622f193/pydantic_core-2.41.5-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/00/4b/ccc026168948fec4f7555b9164c724cf4125eac006e176541483d2c959be/pydantic_settings-2.13.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/c7/21/705964c7812476f378728bdf590ca4b771ec72385c533964653c68e86bdc/pygments-2.19.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/6f/01/c26ce75ba460d5cd503da9e13b21a33804d38c2165dec7b716d06b13010c/pyjwt-2.11.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/6f/2c/5b079febdc65e1c3fb2729bf958d18b45be7113828528e8a0b5850dd819a/pymdown_extensions-10.21-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/14/1b/a298b06749107c305e1fe0f814c6c74aea7b2f1e10989cb30f544a1b3253/python_dotenv-1.2.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/1b/d0/397f9626e711ff749a95d96b7af99b9c566a9bb5129b8e4c10fc4d100304/python_multipart-0.0.22-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/81/c4/34e93fe5f5429d7570ec1fa436f1986fb1f00c3e0f43a589fe2bbcd22c3f/pytz-2025.2-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/bd/9c/4d95bb87eb2063d20db7b60faa3840c1b18025517ae857371c4dd55a6b3a/pyyaml-6.0.3-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/04/11/432f32f8097b03e3cd5fe57e88efb685d964e2e5178a48ed61e841f7fdce/pyyaml_env_tag-1.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/2c/58/ca301544e1fa93ed4f80d724bf5b194f6e4b945841c5bfd555878eea9fcb/referencing-0.37.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/1e/db/4254e3eabe8020b458f1a747140d32277ec7a271daf1d235b70dc0b4e6e3/requests-2.32.5-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/14/25/b208c5683343959b670dc001595f2f3737e051da617f66c31f7c4fa93abc/rich-14.3.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/2b/60/19f7884db5d5603edf3c6bce35408f45ad3e97e10007df0e17dd57af18f8/rpds_py-0.30.0-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/b8/0c/51f6841f1d84f404f92463fc2b1ba0da357ca1e3db6b7fbda26956c3b82a/ruamel_yaml-0.19.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e0/f9/0595336914c5619e5f28a1fb793285925a8cd4b432c9da0a987836c7f822/shellingham-1.5.4-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e9/44/75a9c9421471a6c4805dbf2356f7c181a29c1879239abab1ea2cc8f38b40/sniffio-1.3.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/96/7f/832f015020844a8b8f7a9cbc103dd76ba8e3875004c41e08440ea3a2b41a/sse_starlette-3.2.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/81/0d/13d1d239a25cbfb19e740db83143e95c772a1fe10202dda4b76792b114dd/starlette-0.52.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a8/45/a132b9074aa18e799b891b91ad72133c98d8042c70f6240e4c5f9dabee2f/structlog-25.5.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/4a/91/48db081e7a63bb37284f9fbcefda7c44c277b18b0e13fbc36ea2335b71e6/typer-0.24.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/18/67/36e9267722cc04a6b9f15c7f3441c2363321a3ea07da7ae0c0707beb2a9c/typing_extensions-4.15.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/c7/b0/003792df09decd6849a5e39c28b513c06e84436a54440380862b5aeff25d/tzdata-2025.3-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/39/08/aaaad47bc4e9dc8c725e68f9d04865dbcb2052843ff09c97b08904852d84/urllib3-2.6.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/83/e4/d04a086285c20886c0daad0e026f250869201013d18f81d9ff5eada73a88/uvicorn-0.41.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/db/7d/7f3d619e951c88ed75c6037b246ddcf2d322812ee8ea189be89511721d54/watchdog-6.0.0.tar.gz
+      - pypi: https://files.pythonhosted.org/packages/99/92/545eb2ca17fc0e05456728d7e4378bfee48d66433ae3b7e71948e46826fb/xarray-2026.2.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/44/15/bb13b4913ef95ad5448490821eee4671d0e67673342e4d4070854e5fe081/zarr-3.1.5-py3-none-any.whl
+      - pypi: ./
+  test-copernicus:
+    channels:
+    - url: https://conda.anaconda.org/conda-forge/
+    indexes:
+    - https://pypi.org/simple
+    packages:
+      osx-arm64:
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/bzip2-1.0.8-hd037594_9.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.2.25-hbd8a1cb_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/icu-78.2-h38cb7af_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libexpat-2.7.4-hf6b4638_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libffi-3.5.2-hcf2aa1b_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/liblzma-5.8.2-h8088a28_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libmpdec-4.0.0-h84a0fba_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libsqlite-3.51.2-h1ae2325_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libzlib-1.3.1-h8359307_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/ncurses-6.5-h5e97a16_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/openssl-3.6.1-hd24854e_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/python-3.14.3-h4c637c5_101_cp314.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.14-8_cp314.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/readline-8.3-h46df422_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/tk-8.6.13-h010d191_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025c-hc9c84f9_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/zstd-1.5.7-hbf9d68e_6.conda
+      - pypi: https://files.pythonhosted.org/packages/1e/d3/26bf1008eb3d2daa8ef4cacc7f3bfdc11818d111f7e2d0201bc6e3b49d45/annotated_doc-0.0.4-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/38/0e/27be9fdef66e72d64c0cdc3cc2823101b80585f8119b5c112c2e8f5f7dab/anyio-4.12.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/81/29/5ecc3a15d5a33e31b26c11426c45c501e439cb865d0bff96315d86443b78/appnope-0.1.4-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/34/ec/c764296b694b425853baf444d9e4643949d2e16479f5b192f47fa24ba1fe/arcosparse-0.4.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/8b/80/88dad404ab9e522411837d1298341183c5b9fd373653edea77591ad6c501/arraylake-0.30.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/d2/39/e7eaf1799466a4aef85b6a4fe7bd175ad2b1c6345066aa33f1f58d4b18d0/asttokens-3.0.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/3a/2a/7cc015f5b9f5db42b7d48157e23356022889fc354a2813c15934b7cb5c0e/attrs-25.4.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/9e/21/854be1e1829a33450079c1a05f89ef03a2a44bdad590de3e10dc09d73cbd/boto3-1.42.57-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/cc/bd/89d0fdb65488d6ee40194268b07316433b41f3aa3f242676ed804c3200f5/botocore-1.42.57-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/9a/3c/c17fb3ca2d9c3acff52e30b309f538586f9f5b9c9cf454f3845fc9af4881/certifi-2026.2.25-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/59/dd/27e9fa567a23931c838c6b02d0764611c62290062a6d4e8ff7863daf9730/cffi-2.0.0-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/2a/35/7051599bd493e62411d6ede36fd5af83a38f37c4767b92884df7301db25d/charset_normalizer-3.4.4-cp314-cp314-macosx_10_13_universal2.whl
+      - pypi: https://files.pythonhosted.org/packages/85/32/10bb5764d90a8eee674e9dc6f4db6a0ab47c8c4d0d83c27f7c39ac415a4d/click-8.2.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/88/39/799be3f2f0f38cc727ee3b4f1445fe6d5e4133064ec2e4115069418a5bb6/cloudpickle-3.1.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/60/97/891a0971e1e4a8c5d2b20bbe0e524dc04548d2307fee33cdeba148fd4fc7/comm-0.2.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/fd/e1/3542a9cb596cadd76fcef413f19c79216e002623158befe6daa03dbfa88c/contourpy-1.3.3-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/e8/b7/4a3e7885c524cc1da667c414e97ac12a81051596146bec99e0113429f759/copernicusmarine-2.3.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/f7/81/b0bb27f2ba931a65409c6b8a8b358a7f03c0e46eceacddff55f7c84b1f3b/cryptography-46.0.5-cp311-abi3-macosx_10_9_universal2.whl
+      - pypi: https://files.pythonhosted.org/packages/e7/05/c19819d5e3d95294a6f5947fb9b9629efb316b96de511b418c53d245aae6/cycler-0.12.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e5/23/d39ccc4ed76222db31530b0a7d38876fdb7673e23f838e8d8f0ed4651a4f/dask-2026.1.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e0/c3/7f67dea8ccf8fdcb9c99033bbe3e90b9e7395415843accb81428c441be2d/debugpy-1.8.20-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/4e/8c/f3147f5c4b73e7550fe5f9352eaa956ae838d5c51eb58e7a25b9f3e2643b/decorator-5.2.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/12/b3/231ffd4ab1fc9d679809f356cebee130ac7daa00d6d6f3206dd4fd137e9e/distro-1.9.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/ba/5a/18ad964b0086c6e62e2e7500f7edc89e3faa45033c71c1893d34eed2b2de/dnspython-2.8.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/0c/d5/c5db1ea3394c6e1732fb3286b3bd878b59507a8f77d32a2cebda7d7b7cd4/donfig-0.8.1.post1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/de/15/545e2b6cf2e3be84bc1ed85613edd75b8aea69807a71c26f4ca6a9258e82/email_validator-2.3.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/c1/ea/53f2148663b321f21b5a606bd5f191517cf40b7072c0497d3c92c4a13b1e/executing-2.2.1-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/32/8f/4e7bf82c0cbb738d3c2206c920ca34ca74ef9dabde779030145d28665104/fonttools-4.61.1-cp314-cp314-macosx_10_15_universal2.whl
+      - pypi: https://files.pythonhosted.org/packages/e6/ab/fb21f4c939bb440104cc2b396d3be1d9b7a9fd3c6c2a53d98c45b3d7c954/fsspec-2026.2.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/21/88/8ecf3c2b864a490b9e7010c84fd203ec8cf3b280651106a3a74dd1b0ca72/google_crc32c-1.8.0-cp314-cp314-macosx_12_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/04/4b/29cac41a4d98d144bf5f6d33995617b185d14b22401f75ca86f384e87ff1/h11-0.16.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b1/8b/88f16936a8e8070a83d36239555227ecd91728f9ef222c5382cda07e0fd6/h5netcdf-1.8.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/7e/f5/f66802a942d491edb555dd61e3a9961140fd64c90bce1eafd741609d334d/httpcore-1.0.9-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/56/95/9377bcb415797e44274b51d46e3249eba641711cf3348050f76ee7b15ffc/httpx-0.27.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/d2/fd/6668e5aec43ab844de6fc74927e155a3b37bf40d7c3790e49fc0406b6578/httpx_sse-0.4.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a4/bf/8ded42933d64041c1b495dc8b930799ac5cba272e0d699ed4fd754f0788b/icechunk-1.1.19-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/82/b9/e73d5d9f405cba7706c539aa8b311b49d4c2f3d698d9c12f815231169c71/ipykernel-7.2.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/3d/aa/898dec789a05731cd5a9f50605b7b44a72bd198fd0d4528e11fc610177cc/ipython-9.10.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/d9/33/1f075bf72b0b747cb3288d011319aaf64083cf2efef8354174e3ed4540e2/ipython_pygments_lexers-1.1.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/c0/5a/9cac0c82afec3d09ccd97c8b6502d48f165f9124db81b4bcb90b4af974ee/jedi-0.19.2-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/cd/8f/5482a7677731fd44881f0204981ce2d7175db271f82cba2085dd2212e095/jiter-0.13.0-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/14/2f/967ba146e6d58cf6a652da73885f52fc68001525b4197effc174321d70b4/jmespath-1.1.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/73/07/02e16ed01e04a374e644b575638ec7987ae846d25ad97bcc9945a3ee4b0e/jsonpatch-1.33-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/71/92/5e77f98553e9e75130c78900d000368476aed74276eb8ae8796f65f00918/jsonpointer-3.0.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/69/90/f63fb5873511e014207a475e2bb4e8b2e570d655b00ac19a9a0ca0a385ee/jsonschema-4.26.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/41/45/1a4ed80516f02155c51f51e8cedb3c1902296743db0bbc66608a0db2814f/jsonschema_specifications-2025.9.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/2d/0b/ceb7694d864abc0a047649aec263878acb9f792e1fec3e676f22dc9015e3/jupyter_client-8.8.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e7/e7/80988e32bf6f73919a113473a604f5a8f09094de312b9d52b79c2df7612b/jupyter_core-5.9.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/f7/69/00aafdb4e4509c2ca6064646cba9cd4b37933898f426756adb2cb92ebbed/kiwisolver-1.4.9-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/7c/06/c3394327f815fade875724c0f6cff529777c96a1e17fea066deb997f8cf5/langchain-1.2.10-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/2d/a1/57d5feaa11dc2ebb40f3bc3d7bf4294b6703e152e56edea9d4c622475a6a/langchain_core-1.2.16-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/72/17/3785cbcdc81c451179247e4176d2697879cb4f45ab2c59d949ca574e072d/langchain_openai-1.1.10-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/23/a2/562a6c2430085c2c29b23c1e1d12233bf41a64e9a9832eda7573af3666cf/langgraph-1.0.9-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/4a/de/ddd53b7032e623f3c7bcdab2b44e8bf635e468f62e10e5ff1946f62c9356/langgraph_checkpoint-4.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/dc/41/ec966424ad3f2ed3996d24079d3342c8cd6c0bd0653c12b2a917a685ec6c/langgraph_prebuilt-1.0.8-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/6a/4c/7a7510260fbda788efd13bf4650d3e7d80988118441ac811ec78e0aa03ac/langgraph_sdk-0.3.9-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/41/a6/6025ccbdffe3533d444cdd0e989ff29bd273cb0ea6701c91dbbfeecc657a/langsmith-0.7.7-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/db/bc/83e112abc66cd466c6b83f99118035867cecd41802f8d044638aa78a106e/locket-1.0.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/94/54/e7d793b573f298e1c9013b8c4dade17d481164aa517d1d7148619c2cedbf/markdown_it_py-4.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/6f/ca/e8ae28649fcdf039fda5ef554b40a95f50592a3c47e6f7270c9561c12b07/matplotlib-3.10.8-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/af/33/ee4519fa02ed11a94aef9559552f3b17bb863f2ecfe1a35dc7f548cde231/matplotlib_inline-0.2.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/fd/d9/eaa1f80170d2b7c5ba23f3b59f766f3a0bb41155fbc32a69adfa1adaaef9/mcp-1.26.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b3/38/89ba8ad64ae25be8de66a6d463314cf1eb366222074cfda9ee839c56a4b4/mdurl-0.1.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a0/c4/c2971a3ba4c6103a3d10c4b0f24f461ddc027f0f09763220cf35ca1401b3/nest_asyncio-1.6.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a1/37/260fa42e7b2b08e6e00ad632f8dd620961a60a459426c26cea390f8c68d0/numcodecs-0.16.5-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/25/7a/1fee4329abc705a469a4afe6e69b1ef7e915117747886327104a8493a955/numpy-2.4.2-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/c9/30/844dc675ee6902579b8eef01ed23917cc9319a1c9c0c14ec6e39340c96d0/openai-2.24.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e9/1e/745565dca749813db9a093c5ebc4bac1a9475c64d54b95654336ac3ed961/orjson-3.11.7-cp314-cp314-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl
+      - pypi: https://files.pythonhosted.org/packages/94/16/24d18851334be09c25e87f74307c84950f18c324a4d3c0b41dabdbf19c29/ormsgpack-1.12.2-cp314-cp314-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl
+      - pypi: https://files.pythonhosted.org/packages/20/12/38679034af332785aac8774540895e234f4d07f7545804097de4b666afd8/packaging-25.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/21/00/266d6b357ad5e6d3ad55093a7e8efc7dd245f5a842b584db9f30b0f0a287/pandas-2.3.3-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/b6/61/fae042894f4296ec49e3f193aff5d7c18440da9e48102c3315e1bc4519a7/parso-0.8.6-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/71/e7/40fb618334dcdf7c5a316c0e7343c5cd82d3d866edc100d98e29bc945ecd/partd-1.4.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/9e/c3/059298687310d527a58bb01f3b1965787ee3b40dce76752eda8b44e9a2c5/pexpect-4.9.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/05/30/5db1236b0d6313f03ebf97f5e17cda9ca060f524b2fcc875149a8360b21c/pillow-12.1.1-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/48/31/05e764397056194206169869b50cf2fee4dbbbc71b344705b9c0d878d4d8/platformdirs-4.9.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/f6/1e/12fe7c40cd2099a1f454518754ed229b01beaf3bbb343127f0cc13ce6c22/plotext-5.3.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/84/03/0d3ce49e2505ae70cf43bc5bb3033955d2fc9f932163e84dc0779cc47f48/prompt_toolkit-3.0.52-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/80/c4/f5af4c1ca8c1eeb2e92ccca14ce8effdeec651d5ab6053c589b074eda6e1/psutil-7.2.2-cp36-abi3-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/22/a6/858897256d0deac81a172289110f31629fc4cee19b6f01283303e18c8db3/ptyprocess-0.7.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/8e/37/efad0257dc6e593a18957422533ff0f87ede7c9c6ea010a2177d738fb82f/pure_eval-0.2.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/8d/1b/6da9a89583ce7b23ac611f183ae4843cd3a6cf54f079549b0e8c14031e73/pyarrow-23.0.1-cp314-cp314-macosx_12_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/0c/c3/44f3fbbfa403ea2a7c779186dc20772604442dde72947e7d01069cbe98e3/pycparser-3.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/5a/87/b70ad306ebb6f9b585f114d0ac2137d792b48be34d732d60e597c2f8465a/pydantic-2.12.5-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/74/1a/145646e5687e8d9a1e8d09acb278c8535ebe9e972e1f162ed338a622f193/pydantic_core-2.41.5-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/00/4b/ccc026168948fec4f7555b9164c724cf4125eac006e176541483d2c959be/pydantic_settings-2.13.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/c7/21/705964c7812476f378728bdf590ca4b771ec72385c533964653c68e86bdc/pygments-2.19.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/6f/01/c26ce75ba460d5cd503da9e13b21a33804d38c2165dec7b716d06b13010c/pyjwt-2.11.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/10/bd/c038d7cc38edc1aa5bf91ab8068b63d4308c66c4c8bb3cbba7dfbc049f9c/pyparsing-3.3.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/ad/b4/a9430e72bfc3c458e1fcf8363890994e483052ab052ed93912be4e5b32c8/pystac-1.14.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/14/1b/a298b06749107c305e1fe0f814c6c74aea7b2f1e10989cb30f544a1b3253/python_dotenv-1.2.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/1b/d0/397f9626e711ff749a95d96b7af99b9c566a9bb5129b8e4c10fc4d100304/python_multipart-0.0.22-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/81/c4/34e93fe5f5429d7570ec1fa436f1986fb1f00c3e0f43a589fe2bbcd22c3f/pytz-2025.2-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/bd/9c/4d95bb87eb2063d20db7b60faa3840c1b18025517ae857371c4dd55a6b3a/pyyaml-6.0.3-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/92/e7/038aab64a946d535901103da16b953c8c9cc9c961dadcbf3609ed6428d23/pyzmq-27.1.0-cp312-abi3-macosx_10_15_universal2.whl
+      - pypi: https://files.pythonhosted.org/packages/2c/58/ca301544e1fa93ed4f80d724bf5b194f6e4b945841c5bfd555878eea9fcb/referencing-0.37.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/ef/08/180d1826c3d7065200a5168c6b993a44947395c7bb6e04b2c2a219c34225/regex-2026.2.19-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/1e/db/4254e3eabe8020b458f1a747140d32277ec7a271daf1d235b70dc0b4e6e3/requests-2.32.5-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/3f/51/d4db610ef29373b879047326cbf6fa98b6c1969d6f6dc423279de2b1be2c/requests_toolbelt-1.0.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/14/25/b208c5683343959b670dc001595f2f3737e051da617f66c31f7c4fa93abc/rich-14.3.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/2b/60/19f7884db5d5603edf3c6bce35408f45ad3e97e10007df0e17dd57af18f8/rpds_py-0.30.0-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/b8/0c/51f6841f1d84f404f92463fc2b1ba0da357ca1e3db6b7fbda26956c3b82a/ruamel_yaml-0.19.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/fc/51/727abb13f44c1fcf6d145979e1535a35794db0f6e450a0cb46aa24732fe2/s3transfer-0.16.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/ed/a6/d05a85fd51daeb2e4ea71d102f15b34fedca8e931af02594193ae4fd25f7/scipy-1.17.1-cp314-cp314-macosx_12_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/83/11/00d3c3dfc25ad54e731d91449895a79e4bf2384dc3ac01809010ba88f6d5/seaborn-0.13.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a6/24/4d91e05817e92e3a61c8a21e08fd0f390f5301f1c448b137c57c4bc6e543/semver-3.0.4-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e1/c6/76dc613121b793286a3f91621d7b75a2b493e0390ddca50f11993eadf192/setuptools-82.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e0/f9/0595336914c5619e5f28a1fb793285925a8cd4b432c9da0a987836c7f822/shellingham-1.5.4-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e9/44/75a9c9421471a6c4805dbf2356f7c181a29c1879239abab1ea2cc8f38b40/sniffio-1.3.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/96/7f/832f015020844a8b8f7a9cbc103dd76ba8e3875004c41e08440ea3a2b41a/sse_starlette-3.2.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/f1/7b/ce1eafaf1a76852e2ec9b22edecf1daa58175c090266e9f6c64afcd81d91/stack_data-0.6.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/81/0d/13d1d239a25cbfb19e740db83143e95c772a1fe10202dda4b76792b114dd/starlette-0.52.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a8/45/a132b9074aa18e799b891b91ad72133c98d8042c70f6240e4c5f9dabee2f/structlog-25.5.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/d7/c1/eb8f9debc45d3b7918a32ab756658a0904732f75e555402972246b0b8e71/tenacity-9.1.4-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e3/7b/50c2f060412202d6c95f32b20755c7a6273543b125c0985d6fa9465105af/tiktoken-0.12.0-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/fb/12/5911ae3eeec47800503a238d971e51722ccea5feb8569b735184d5fcdbc0/toolz-1.1.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/ab/a9/e94a9d5224107d7ce3cc1fab8d5dc97f5ea351ccc6322ee4fb661da94e35/tornado-6.5.4-cp39-abi3-macosx_10_9_universal2.whl
+      - pypi: https://files.pythonhosted.org/packages/16/e1/3079a9ff9b8e11b846c6ac5c8b5bfb7ff225eee721825310c91b3b50304f/tqdm-4.67.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/00/c0/8f5d070730d7836adc9c9b6408dec68c6ced86b304a9b26a14df072a6e8c/traitlets-5.14.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/4a/91/48db081e7a63bb37284f9fbcefda7c44c277b18b0e13fbc36ea2335b71e6/typer-0.24.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/18/67/36e9267722cc04a6b9f15c7f3441c2363321a3ea07da7ae0c0707beb2a9c/typing_extensions-4.15.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/c7/b0/003792df09decd6849a5e39c28b513c06e84436a54440380862b5aeff25d/tzdata-2025.3-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/39/08/aaaad47bc4e9dc8c725e68f9d04865dbcb2052843ff09c97b08904852d84/urllib3-2.6.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/43/b7/add4363039a34506a58457d96d4aa2126061df3a143eb4d042aedd6a2e76/uuid_utils-0.14.1-cp39-abi3-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl
+      - pypi: https://files.pythonhosted.org/packages/83/e4/d04a086285c20886c0daad0e026f250869201013d18f81d9ff5eada73a88/uvicorn-0.41.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/99/92/545eb2ca17fc0e05456728d7e4378bfee48d66433ae3b7e71948e46826fb/xarray-2026.2.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/18/d7/5dac2eb2ec75fd771957a13e5dda560efb2176d5203f39502a5fc571f899/xxhash-3.6.0-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/44/15/bb13b4913ef95ad5448490821eee4671d0e67673342e4d4070854e5fe081/zarr-3.1.5-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/8d/09/d0a2a14fc3439c5f874042dca72a79c70a532090b7ba0003be73fee37ae2/zstandard-0.25.0-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: ./
+  web:
+    channels:
+    - url: https://conda.anaconda.org/conda-forge/
+    indexes:
+    - https://pypi.org/simple
+    packages:
+      osx-arm64:
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/bzip2-1.0.8-hd037594_9.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.2.25-hbd8a1cb_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/icu-78.2-h38cb7af_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libexpat-2.7.4-hf6b4638_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libffi-3.5.2-hcf2aa1b_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/liblzma-5.8.2-h8088a28_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libmpdec-4.0.0-h84a0fba_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libsqlite-3.51.2-h1ae2325_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libzlib-1.3.1-h8359307_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/ncurses-6.5-h5e97a16_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/openssl-3.6.1-hd24854e_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/python-3.14.3-h4c637c5_101_cp314.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.14-8_cp314.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/readline-8.3-h46df422_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/tk-8.6.13-h010d191_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025c-hc9c84f9_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/zstd-1.5.7-hbf9d68e_6.conda
+      - pypi: https://files.pythonhosted.org/packages/1e/d3/26bf1008eb3d2daa8ef4cacc7f3bfdc11818d111f7e2d0201bc6e3b49d45/annotated_doc-0.0.4-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/38/0e/27be9fdef66e72d64c0cdc3cc2823101b80585f8119b5c112c2e8f5f7dab/anyio-4.12.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/8b/80/88dad404ab9e522411837d1298341183c5b9fd373653edea77591ad6c501/arraylake-0.30.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/3a/2a/7cc015f5b9f5db42b7d48157e23356022889fc354a2813c15934b7cb5c0e/attrs-25.4.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/9a/3c/c17fb3ca2d9c3acff52e30b309f538586f9f5b9c9cf454f3845fc9af4881/certifi-2026.2.25-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/59/dd/27e9fa567a23931c838c6b02d0764611c62290062a6d4e8ff7863daf9730/cffi-2.0.0-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/85/32/10bb5764d90a8eee674e9dc6f4db6a0ab47c8c4d0d83c27f7c39ac415a4d/click-8.2.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/f7/81/b0bb27f2ba931a65409c6b8a8b358a7f03c0e46eceacddff55f7c84b1f3b/cryptography-46.0.5-cp311-abi3-macosx_10_9_universal2.whl
+      - pypi: https://files.pythonhosted.org/packages/ba/5a/18ad964b0086c6e62e2e7500f7edc89e3faa45033c71c1893d34eed2b2de/dnspython-2.8.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/0c/d5/c5db1ea3394c6e1732fb3286b3bd878b59507a8f77d32a2cebda7d7b7cd4/donfig-0.8.1.post1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/de/15/545e2b6cf2e3be84bc1ed85613edd75b8aea69807a71c26f4ca6a9258e82/email_validator-2.3.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/d2/c9/a175a7779f3599dfa4adfc97a6ce0e157237b3d7941538604aadaf97bfb6/fastapi-0.133.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/21/88/8ecf3c2b864a490b9e7010c84fd203ec8cf3b280651106a3a74dd1b0ca72/google_crc32c-1.8.0-cp314-cp314-macosx_12_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/04/4b/29cac41a4d98d144bf5f6d33995617b185d14b22401f75ca86f384e87ff1/h11-0.16.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/7e/f5/f66802a942d491edb555dd61e3a9961140fd64c90bce1eafd741609d334d/httpcore-1.0.9-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/07/f0/89720dc5139ae54b03f861b5e2c55a37dba9a5da7d51e1e824a1f343627f/httptools-0.7.1-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/56/95/9377bcb415797e44274b51d46e3249eba641711cf3348050f76ee7b15ffc/httpx-0.27.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/d2/fd/6668e5aec43ab844de6fc74927e155a3b37bf40d7c3790e49fc0406b6578/httpx_sse-0.4.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a4/bf/8ded42933d64041c1b495dc8b930799ac5cba272e0d699ed4fd754f0788b/icechunk-1.1.19-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/62/a1/3d680cbfd5f4b8f15abc1d571870c5fc3e594bb582bc3b64ea099db13e56/jinja2-3.1.6-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/69/90/f63fb5873511e014207a475e2bb4e8b2e570d655b00ac19a9a0ca0a385ee/jsonschema-4.26.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/41/45/1a4ed80516f02155c51f51e8cedb3c1902296743db0bbc66608a0db2814f/jsonschema_specifications-2025.9.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/94/54/e7d793b573f298e1c9013b8c4dade17d481164aa517d1d7148619c2cedbf/markdown_it_py-4.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b5/64/7660f8a4a8e53c924d0fa05dc3a55c9cee10bbd82b11c5afb27d44b096ce/markupsafe-3.0.3-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/fd/d9/eaa1f80170d2b7c5ba23f3b59f766f3a0bb41155fbc32a69adfa1adaaef9/mcp-1.26.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b3/38/89ba8ad64ae25be8de66a6d463314cf1eb366222074cfda9ee839c56a4b4/mdurl-0.1.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a1/37/260fa42e7b2b08e6e00ad632f8dd620961a60a459426c26cea390f8c68d0/numcodecs-0.16.5-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/25/7a/1fee4329abc705a469a4afe6e69b1ef7e915117747886327104a8493a955/numpy-2.4.2-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/20/12/38679034af332785aac8774540895e234f4d07f7545804097de4b666afd8/packaging-25.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/21/00/266d6b357ad5e6d3ad55093a7e8efc7dd245f5a842b584db9f30b0f0a287/pandas-2.3.3-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/0c/c3/44f3fbbfa403ea2a7c779186dc20772604442dde72947e7d01069cbe98e3/pycparser-3.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/5a/87/b70ad306ebb6f9b585f114d0ac2137d792b48be34d732d60e597c2f8465a/pydantic-2.12.5-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/74/1a/145646e5687e8d9a1e8d09acb278c8535ebe9e972e1f162ed338a622f193/pydantic_core-2.41.5-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/00/4b/ccc026168948fec4f7555b9164c724cf4125eac006e176541483d2c959be/pydantic_settings-2.13.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/c7/21/705964c7812476f378728bdf590ca4b771ec72385c533964653c68e86bdc/pygments-2.19.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/6f/01/c26ce75ba460d5cd503da9e13b21a33804d38c2165dec7b716d06b13010c/pyjwt-2.11.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/14/1b/a298b06749107c305e1fe0f814c6c74aea7b2f1e10989cb30f544a1b3253/python_dotenv-1.2.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/1b/d0/397f9626e711ff749a95d96b7af99b9c566a9bb5129b8e4c10fc4d100304/python_multipart-0.0.22-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/81/c4/34e93fe5f5429d7570ec1fa436f1986fb1f00c3e0f43a589fe2bbcd22c3f/pytz-2025.2-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/bd/9c/4d95bb87eb2063d20db7b60faa3840c1b18025517ae857371c4dd55a6b3a/pyyaml-6.0.3-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/2c/58/ca301544e1fa93ed4f80d724bf5b194f6e4b945841c5bfd555878eea9fcb/referencing-0.37.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/14/25/b208c5683343959b670dc001595f2f3737e051da617f66c31f7c4fa93abc/rich-14.3.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/2b/60/19f7884db5d5603edf3c6bce35408f45ad3e97e10007df0e17dd57af18f8/rpds_py-0.30.0-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/b8/0c/51f6841f1d84f404f92463fc2b1ba0da357ca1e3db6b7fbda26956c3b82a/ruamel_yaml-0.19.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e0/f9/0595336914c5619e5f28a1fb793285925a8cd4b432c9da0a987836c7f822/shellingham-1.5.4-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e9/44/75a9c9421471a6c4805dbf2356f7c181a29c1879239abab1ea2cc8f38b40/sniffio-1.3.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/96/7f/832f015020844a8b8f7a9cbc103dd76ba8e3875004c41e08440ea3a2b41a/sse_starlette-3.2.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/81/0d/13d1d239a25cbfb19e740db83143e95c772a1fe10202dda4b76792b114dd/starlette-0.52.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a8/45/a132b9074aa18e799b891b91ad72133c98d8042c70f6240e4c5f9dabee2f/structlog-25.5.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/4a/91/48db081e7a63bb37284f9fbcefda7c44c277b18b0e13fbc36ea2335b71e6/typer-0.24.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/18/67/36e9267722cc04a6b9f15c7f3441c2363321a3ea07da7ae0c0707beb2a9c/typing_extensions-4.15.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/c7/b0/003792df09decd6849a5e39c28b513c06e84436a54440380862b5aeff25d/tzdata-2025.3-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/83/e4/d04a086285c20886c0daad0e026f250869201013d18f81d9ff5eada73a88/uvicorn-0.41.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/90/cd/b62bdeaa429758aee8de8b00ac0dd26593a9de93d302bff3d21439e9791d/uvloop-0.22.1-cp314-cp314-macosx_10_13_universal2.whl
+      - pypi: https://files.pythonhosted.org/packages/7b/22/16d5331eaed1cb107b873f6ae1b69e9ced582fcf0c59a50cd84f403b1c32/watchfiles-1.1.1-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/bb/f4/d3c9220d818ee955ae390cf319a7c7a467beceb24f05ee7aaaa2414345ba/websockets-16.0-cp314-cp314-macosx_11_0_arm64.whl
+      - pypi: https://files.pythonhosted.org/packages/99/92/545eb2ca17fc0e05456728d7e4378bfee48d66433ae3b7e71948e46826fb/xarray-2026.2.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/44/15/bb13b4913ef95ad5448490821eee4671d0e67673342e4d4070854e5fe081/zarr-3.1.5-py3-none-any.whl
+      - pypi: ./
+packages:
+- pypi: https://files.pythonhosted.org/packages/1e/d3/26bf1008eb3d2daa8ef4cacc7f3bfdc11818d111f7e2d0201bc6e3b49d45/annotated_doc-0.0.4-py3-none-any.whl
+  name: annotated-doc
+  version: 0.0.4
+  sha256: 571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl
+  name: annotated-types
+  version: 0.7.0
+  sha256: 1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53
+  requires_dist:
+  - typing-extensions>=4.0.0 ; python_full_version < '3.9'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/38/0e/27be9fdef66e72d64c0cdc3cc2823101b80585f8119b5c112c2e8f5f7dab/anyio-4.12.1-py3-none-any.whl
+  name: anyio
+  version: 4.12.1
+  sha256: d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c
+  requires_dist:
+  - exceptiongroup>=1.0.2 ; python_full_version < '3.11'
+  - idna>=2.8
+  - typing-extensions>=4.5 ; python_full_version < '3.13'
+  - trio>=0.32.0 ; python_full_version >= '3.10' and extra == 'trio'
+  - trio>=0.31.0 ; python_full_version < '3.10' and extra == 'trio'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/81/29/5ecc3a15d5a33e31b26c11426c45c501e439cb865d0bff96315d86443b78/appnope-0.1.4-py2.py3-none-any.whl
+  name: appnope
+  version: 0.1.4
+  sha256: 502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c
+  requires_python: '>=3.6'
+- pypi: https://files.pythonhosted.org/packages/34/ec/c764296b694b425853baf444d9e4643949d2e16479f5b192f47fa24ba1fe/arcosparse-0.4.2-py3-none-any.whl
+  name: arcosparse
+  version: 0.4.2
+  sha256: f2eced580b69493553fbc07ff9d34147a1fb38bcdd530e1a9ac5ad961bd6dd2b
+  requires_dist:
+  - pandas>=2,<3
+  - pyarrow>=17.0.0
+  - pystac>=1.8.3,<2.0.0
+  - requests>=2.27.1,<3.0.0
+  - tqdm>=4.65,<5.0
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/8b/80/88dad404ab9e522411837d1298341183c5b9fd373653edea77591ad6c501/arraylake-0.30.0-py3-none-any.whl
+  name: arraylake
+  version: 0.30.0
+  sha256: 7e32129a3f6bb470d245b000a6f6ff35ea198ee9792111f4294da852f943b5b6
+  requires_dist:
+  - click>=8.1.3,<9.0
+  - donfig>=0.7,<1.0
+  - httpx>=0.23,<0.28
+  - icechunk>=1.1.0,<2.0.0
+  - numpy>=1.23,<3.0
+  - packaging>=23.0,<26.0
+  - pydantic[email]>=2.9,<3.0
+  - python-dateutil>=2.8,<3.0
+  - rich>=12.6,<15.0
+  - ruamel-yaml>=0.17,<1.0
+  - structlog>=24.1,<26.0
+  - typer>=0.12.0,<1.0
+  - zarr>=3.1.0,<4.0
+  - cf-xarray>=0.10.4 ; extra == 'maximal'
+  - numpy<2.3 ; extra == 'maximal'
+  - pyarrow<22 ; extra == 'maximal'
+  - xarray[complete]>=2024.10.0 ; extra == 'maximal'
+  - cf-xarray>=0.10.4 ; extra == 'xarray'
+  - xarray>=2024.10.0 ; extra == 'xarray'
+  requires_python: '>=3.11,<3.14'
+- pypi: https://files.pythonhosted.org/packages/d2/39/e7eaf1799466a4aef85b6a4fe7bd175ad2b1c6345066aa33f1f58d4b18d0/asttokens-3.0.1-py3-none-any.whl
+  name: asttokens
+  version: 3.0.1
+  sha256: 15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a
+  requires_dist:
+  - astroid>=2,<5 ; extra == 'astroid'
+  - astroid>=2,<5 ; extra == 'test'
+  - pytest<9.0 ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytest-xdist ; extra == 'test'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/3a/2a/7cc015f5b9f5db42b7d48157e23356022889fc354a2813c15934b7cb5c0e/attrs-25.4.0-py3-none-any.whl
+  name: attrs
+  version: 25.4.0
+  sha256: adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/77/f5/21d2de20e8b8b0408f0681956ca2c69f1320a3848ac50e6e7f39c6159675/babel-2.18.0-py3-none-any.whl
+  name: babel
+  version: 2.18.0
+  sha256: e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35
+  requires_dist:
+  - pytz>=2015.7 ; python_full_version < '3.9'
+  - tzdata ; sys_platform == 'win32' and extra == 'dev'
+  - backports-zoneinfo ; python_full_version < '3.9' and extra == 'dev'
+  - freezegun~=1.0 ; extra == 'dev'
+  - jinja2>=3.0 ; extra == 'dev'
+  - pytest-cov ; extra == 'dev'
+  - pytest>=6.0 ; extra == 'dev'
+  - pytz ; extra == 'dev'
+  - setuptools ; extra == 'dev'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/af/75/be12ba31a6eb20dccef2320cd8ccb3f7d9013b68ba4c70156259fee9e409/backrefs-6.2-py314-none-any.whl
+  name: backrefs
+  version: '6.2'
+  sha256: e5f805ae09819caa1aa0623b4a83790e7028604aa2b8c73ba602c4454e665de7
+  requires_dist:
+  - regex ; extra == 'extras'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/a5/f5/d33696c099450b1274d925a42b7a030cd3ea1f56d72e5ca8bbed5f52759c/black-26.1.0-cp314-cp314-macosx_11_0_arm64.whl
+  name: black
+  version: 26.1.0
+  sha256: b22b3810451abe359a964cc88121d57f7bce482b53a066de0f1584988ca36e79
+  requires_dist:
+  - click>=8.0.0
+  - mypy-extensions>=0.4.3
+  - packaging>=22.0
+  - pathspec>=1.0.0
+  - platformdirs>=2
+  - pytokens>=0.3.0
+  - tomli>=1.1.0 ; python_full_version < '3.11'
+  - typing-extensions>=4.0.1 ; python_full_version < '3.11'
+  - colorama>=0.4.3 ; extra == 'colorama'
+  - aiohttp>=3.10 ; extra == 'd'
+  - ipython>=7.8.0 ; extra == 'jupyter'
+  - tokenize-rt>=3.2.0 ; extra == 'jupyter'
+  - uvloop>=0.15.2 ; extra == 'uvloop'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/9e/21/854be1e1829a33450079c1a05f89ef03a2a44bdad590de3e10dc09d73cbd/boto3-1.42.57-py3-none-any.whl
+  name: boto3
+  version: 1.42.57
+  sha256: 74f47051e3b741a0c1e64d57b891076c2c68f8d7b98aee36b044fab1849b4823
+  requires_dist:
+  - botocore>=1.42.57,<1.43.0
+  - jmespath>=0.7.1,<2.0.0
+  - s3transfer>=0.16.0,<0.17.0
+  - botocore[crt]>=1.21.0,<2.0a0 ; extra == 'crt'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/cc/bd/89d0fdb65488d6ee40194268b07316433b41f3aa3f242676ed804c3200f5/botocore-1.42.57-py3-none-any.whl
+  name: botocore
+  version: 1.42.57
+  sha256: 0d26c09955e52ac5090d9cf9e218542df81670077049a606be7c3bd235208e67
+  requires_dist:
+  - jmespath>=0.7.1,<2.0.0
+  - python-dateutil>=2.1,<3.0.0
+  - urllib3>=1.25.4,<1.27 ; python_full_version < '3.10'
+  - urllib3>=1.25.4,!=2.2.0,<3 ; python_full_version >= '3.10'
+  - awscrt==0.31.2 ; extra == 'crt'
+  requires_python: '>=3.9'
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/bzip2-1.0.8-hd037594_9.conda
+  sha256: 540fe54be35fac0c17feefbdc3e29725cce05d7367ffedfaaa1bdda234b019df
+  md5: 620b85a3f45526a8bc4d23fd78fc22f0
+  depends:
+  - __osx >=11.0
+  license: bzip2-1.0.6
+  license_family: BSD
+  purls: []
+  size: 124834
+  timestamp: 1771350416561
+- conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.2.25-hbd8a1cb_0.conda
+  sha256: 67cc7101b36421c5913a1687ef1b99f85b5d6868da3abbf6ec1a4181e79782fc
+  md5: 4492fd26db29495f0ba23f146cd5638d
+  depends:
+  - __unix
+  license: ISC
+  purls: []
+  size: 147413
+  timestamp: 1772006283803
+- pypi: https://files.pythonhosted.org/packages/9a/3c/c17fb3ca2d9c3acff52e30b309f538586f9f5b9c9cf454f3845fc9af4881/certifi-2026.2.25-py3-none-any.whl
+  name: certifi
+  version: 2026.2.25
+  sha256: 027692e4402ad994f1c42e52a4997a9763c646b73e4096e4d5d6db8af1d6f0fa
+  requires_python: '>=3.7'
+- pypi: https://files.pythonhosted.org/packages/59/dd/27e9fa567a23931c838c6b02d0764611c62290062a6d4e8ff7863daf9730/cffi-2.0.0-cp314-cp314-macosx_11_0_arm64.whl
+  name: cffi
+  version: 2.0.0
+  sha256: c654de545946e0db659b3400168c9ad31b5d29593291482c43e3564effbcee13
+  requires_dist:
+  - pycparser ; implementation_name != 'PyPy'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/db/3c/33bac158f8ab7f89b2e59426d5fe2e4f63f7ed25df84c036890172b412b5/cfgv-3.5.0-py2.py3-none-any.whl
+  name: cfgv
+  version: 3.5.0
+  sha256: a8dc6b26ad22ff227d2634a65cb388215ce6cc96bbcc5cfde7641ae87e8dacc0
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/2a/35/7051599bd493e62411d6ede36fd5af83a38f37c4767b92884df7301db25d/charset_normalizer-3.4.4-cp314-cp314-macosx_10_13_universal2.whl
+  name: charset-normalizer
+  version: 3.4.4
+  sha256: da3326d9e65ef63a817ecbcc0df6e94463713b754fe293eaa03da99befb9a5bd
+  requires_python: '>=3.7'
+- pypi: https://files.pythonhosted.org/packages/85/32/10bb5764d90a8eee674e9dc6f4db6a0ab47c8c4d0d83c27f7c39ac415a4d/click-8.2.1-py3-none-any.whl
+  name: click
+  version: 8.2.1
+  sha256: 61a3265b914e850b85317d0b3109c7f8cd35a670f963866005d6ef1d5175a12b
+  requires_dist:
+  - colorama ; sys_platform == 'win32'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/88/39/799be3f2f0f38cc727ee3b4f1445fe6d5e4133064ec2e4115069418a5bb6/cloudpickle-3.1.2-py3-none-any.whl
+  name: cloudpickle
+  version: 3.1.2
+  sha256: 9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl
+  name: colorama
+  version: 0.4.6
+  sha256: 4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+  requires_python: '>=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*'
+- pypi: https://files.pythonhosted.org/packages/60/97/891a0971e1e4a8c5d2b20bbe0e524dc04548d2307fee33cdeba148fd4fc7/comm-0.2.3-py3-none-any.whl
+  name: comm
+  version: 0.2.3
+  sha256: c615d91d75f7f04f095b30d1c1711babd43bdc6419c1be9886a85f2f4e489417
+  requires_dist:
+  - pytest ; extra == 'test'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/fd/e1/3542a9cb596cadd76fcef413f19c79216e002623158befe6daa03dbfa88c/contourpy-1.3.3-cp314-cp314-macosx_11_0_arm64.whl
+  name: contourpy
+  version: 1.3.3
+  sha256: cbedb772ed74ff5be440fa8eee9bd49f64f6e3fc09436d9c7d8f1c287b121d77
+  requires_dist:
+  - numpy>=1.25
+  - furo ; extra == 'docs'
+  - sphinx>=7.2 ; extra == 'docs'
+  - sphinx-copybutton ; extra == 'docs'
+  - bokeh ; extra == 'bokeh'
+  - selenium ; extra == 'bokeh'
+  - contourpy[bokeh,docs] ; extra == 'mypy'
+  - bokeh ; extra == 'mypy'
+  - docutils-stubs ; extra == 'mypy'
+  - mypy==1.17.0 ; extra == 'mypy'
+  - types-pillow ; extra == 'mypy'
+  - contourpy[test-no-images] ; extra == 'test'
+  - matplotlib ; extra == 'test'
+  - pillow ; extra == 'test'
+  - pytest ; extra == 'test-no-images'
+  - pytest-cov ; extra == 'test-no-images'
+  - pytest-rerunfailures ; extra == 'test-no-images'
+  - pytest-xdist ; extra == 'test-no-images'
+  - wurlitzer ; extra == 'test-no-images'
+  requires_python: '>=3.11'
+- pypi: https://files.pythonhosted.org/packages/e8/b7/4a3e7885c524cc1da667c414e97ac12a81051596146bec99e0113429f759/copernicusmarine-2.3.0-py3-none-any.whl
+  name: copernicusmarine
+  version: 2.3.0
+  sha256: ed48fe06979fe658af045f0ba5756d4cb35a2754f67cc3a8b636062f2c28a501
+  requires_dist:
+  - arcosparse>=0.4.2,<0.5.0
+  - boto3>=1.26
+  - click>=8.0.4,!=8.2.0,<8.3.0
+  - dask>=2022
+  - h5netcdf>=1.4.0,<2.0.0
+  - numpy>=1.23.0
+  - pydantic>=2.9.1,<3.0.0
+  - pystac>=1.8.3
+  - requests>=2.27.1
+  - semver>=3.0.2
+  - setuptools>=68.2.2
+  - tqdm>=4.65.0
+  - xarray>=2023.4.0
+  - zarr>=2.13.3
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/d3/28/56e6d892b7b052236d67c95f1936b6a7cf7c3e2634bf27610b8cbd7f9c60/coverage-7.13.4-cp314-cp314-macosx_11_0_arm64.whl
+  name: coverage
+  version: 7.13.4
+  sha256: 29e3220258d682b6226a9b0925bc563ed9a1ebcff3cad30f043eceea7eaf2689
+  requires_dist:
+  - tomli ; python_full_version <= '3.11' and extra == 'toml'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/f7/81/b0bb27f2ba931a65409c6b8a8b358a7f03c0e46eceacddff55f7c84b1f3b/cryptography-46.0.5-cp311-abi3-macosx_10_9_universal2.whl
+  name: cryptography
+  version: 46.0.5
+  sha256: 351695ada9ea9618b3500b490ad54c739860883df6c1f555e088eaf25b1bbaad
+  requires_dist:
+  - cffi>=1.14 ; python_full_version == '3.8.*' and platform_python_implementation != 'PyPy'
+  - cffi>=2.0.0 ; python_full_version >= '3.9' and platform_python_implementation != 'PyPy'
+  - typing-extensions>=4.13.2 ; python_full_version < '3.11'
+  - bcrypt>=3.1.5 ; extra == 'ssh'
+  - nox[uv]>=2024.4.15 ; extra == 'nox'
+  - cryptography-vectors==46.0.5 ; extra == 'test'
+  - pytest>=7.4.0 ; extra == 'test'
+  - pytest-benchmark>=4.0 ; extra == 'test'
+  - pytest-cov>=2.10.1 ; extra == 'test'
+  - pytest-xdist>=3.5.0 ; extra == 'test'
+  - pretend>=0.7 ; extra == 'test'
+  - certifi>=2024 ; extra == 'test'
+  - pytest-randomly ; extra == 'test-randomorder'
+  - sphinx>=5.3.0 ; extra == 'docs'
+  - sphinx-rtd-theme>=3.0.0 ; extra == 'docs'
+  - sphinx-inline-tabs ; extra == 'docs'
+  - pyenchant>=3 ; extra == 'docstest'
+  - readme-renderer>=30.0 ; extra == 'docstest'
+  - sphinxcontrib-spelling>=7.3.1 ; extra == 'docstest'
+  - build>=1.0.0 ; extra == 'sdist'
+  - ruff>=0.11.11 ; extra == 'pep8test'
+  - mypy>=1.14 ; extra == 'pep8test'
+  - check-sdist ; extra == 'pep8test'
+  - click>=8.0.1 ; extra == 'pep8test'
+  requires_python: '>=3.8,!=3.9.0,!=3.9.1'
+- pypi: https://files.pythonhosted.org/packages/e7/05/c19819d5e3d95294a6f5947fb9b9629efb316b96de511b418c53d245aae6/cycler-0.12.1-py3-none-any.whl
+  name: cycler
+  version: 0.12.1
+  sha256: 85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30
+  requires_dist:
+  - ipython ; extra == 'docs'
+  - matplotlib ; extra == 'docs'
+  - numpydoc ; extra == 'docs'
+  - sphinx ; extra == 'docs'
+  - pytest ; extra == 'tests'
+  - pytest-cov ; extra == 'tests'
+  - pytest-xdist ; extra == 'tests'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/e5/23/d39ccc4ed76222db31530b0a7d38876fdb7673e23f838e8d8f0ed4651a4f/dask-2026.1.2-py3-none-any.whl
+  name: dask
+  version: 2026.1.2
+  sha256: 46a0cf3b8d87f78a3d2e6b145aea4418a6d6d606fe6a16c79bd8ca2bb862bc91
+  requires_dist:
+  - click>=8.1
+  - cloudpickle>=3.0.0
+  - fsspec>=2021.9.0
+  - packaging>=20.0
+  - partd>=1.4.0
+  - pyyaml>=5.3.1
+  - toolz>=0.12.0
+  - importlib-metadata>=4.13.0 ; python_full_version < '3.12'
+  - numpy>=1.24 ; extra == 'array'
+  - dask[array] ; extra == 'dataframe'
+  - pandas>=2.0 ; extra == 'dataframe'
+  - pyarrow>=16.0 ; extra == 'dataframe'
+  - distributed>=2026.1.2,<2026.1.3 ; extra == 'distributed'
+  - bokeh>=3.1.0 ; extra == 'diagnostics'
+  - jinja2>=2.10.3 ; extra == 'diagnostics'
+  - dask[array,dataframe,diagnostics,distributed] ; extra == 'complete'
+  - pyarrow>=16.0 ; extra == 'complete'
+  - lz4>=4.3.2 ; extra == 'complete'
+  - pandas[test] ; extra == 'test'
+  - pytest ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytest-mock ; extra == 'test'
+  - pytest-rerunfailures ; extra == 'test'
+  - pytest-timeout ; extra == 'test'
+  - pytest-xdist ; extra == 'test'
+  - pre-commit ; extra == 'test'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/e0/c3/7f67dea8ccf8fdcb9c99033bbe3e90b9e7395415843accb81428c441be2d/debugpy-1.8.20-py2.py3-none-any.whl
+  name: debugpy
+  version: 1.8.20
+  sha256: 5be9bed9ae3be00665a06acaa48f8329d2b9632f15fd09f6a9a8c8d9907e54d7
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/4e/8c/f3147f5c4b73e7550fe5f9352eaa956ae838d5c51eb58e7a25b9f3e2643b/decorator-5.2.1-py3-none-any.whl
+  name: decorator
+  version: 5.2.1
+  sha256: d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/33/6b/e0547afaf41bf2c42e52430072fa5658766e3d65bd4b03a563d1b6336f57/distlib-0.4.0-py2.py3-none-any.whl
+  name: distlib
+  version: 0.4.0
+  sha256: 9659f7d87e46584a30b5780e43ac7a2143098441670ff0a49d5f9034c54a6c16
+- pypi: https://files.pythonhosted.org/packages/12/b3/231ffd4ab1fc9d679809f356cebee130ac7daa00d6d6f3206dd4fd137e9e/distro-1.9.0-py3-none-any.whl
+  name: distro
+  version: 1.9.0
+  sha256: 7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2
+  requires_python: '>=3.6'
+- pypi: https://files.pythonhosted.org/packages/ba/5a/18ad964b0086c6e62e2e7500f7edc89e3faa45033c71c1893d34eed2b2de/dnspython-2.8.0-py3-none-any.whl
+  name: dnspython
+  version: 2.8.0
+  sha256: 01d9bbc4a2d76bf0db7c1f729812ded6d912bd318d3b1cf81d30c0f845dbf3af
+  requires_dist:
+  - black>=25.1.0 ; extra == 'dev'
+  - coverage>=7.0 ; extra == 'dev'
+  - flake8>=7 ; extra == 'dev'
+  - hypercorn>=0.17.0 ; extra == 'dev'
+  - mypy>=1.17 ; extra == 'dev'
+  - pylint>=3 ; extra == 'dev'
+  - pytest-cov>=6.2.0 ; extra == 'dev'
+  - pytest>=8.4 ; extra == 'dev'
+  - quart-trio>=0.12.0 ; extra == 'dev'
+  - sphinx-rtd-theme>=3.0.0 ; extra == 'dev'
+  - sphinx>=8.2.0 ; extra == 'dev'
+  - twine>=6.1.0 ; extra == 'dev'
+  - wheel>=0.45.0 ; extra == 'dev'
+  - cryptography>=45 ; extra == 'dnssec'
+  - h2>=4.2.0 ; extra == 'doh'
+  - httpcore>=1.0.0 ; extra == 'doh'
+  - httpx>=0.28.0 ; extra == 'doh'
+  - aioquic>=1.2.0 ; extra == 'doq'
+  - idna>=3.10 ; extra == 'idna'
+  - trio>=0.30 ; extra == 'trio'
+  - wmi>=1.5.1 ; sys_platform == 'win32' and extra == 'wmi'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/0c/d5/c5db1ea3394c6e1732fb3286b3bd878b59507a8f77d32a2cebda7d7b7cd4/donfig-0.8.1.post1-py3-none-any.whl
+  name: donfig
+  version: 0.8.1.post1
+  sha256: 2a3175ce74a06109ff9307d90a230f81215cbac9a751f4d1c6194644b8204f9d
+  requires_dist:
+  - pyyaml
+  - sphinx>=4.0.0 ; extra == 'docs'
+  - numpydoc ; extra == 'docs'
+  - pytest ; extra == 'docs'
+  - cloudpickle ; extra == 'docs'
+  - pytest ; extra == 'test'
+  - cloudpickle ; extra == 'test'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/de/15/545e2b6cf2e3be84bc1ed85613edd75b8aea69807a71c26f4ca6a9258e82/email_validator-2.3.0-py3-none-any.whl
+  name: email-validator
+  version: 2.3.0
+  sha256: 80f13f623413e6b197ae73bb10bf4eb0908faf509ad8362c5edeb0be7fd450b4
+  requires_dist:
+  - dnspython>=2.0.0
+  - idna>=2.0.0
+  requires_python: '>=3.8'
+- pypi: ./
+  name: eurus
+  version: 1.0.0
+  sha256: 814faee21c77b2d29ea461cdfdb8de1257c8988f04026a9a7be0ebc7cb834fa5
+  requires_dist:
+  - mcp>=1.0.0
+  - arraylake>=0.10.0
+  - xarray>=2024.10.0
+  - zarr>=3.0.0
+  - pandas>=2.0.0
+  - numpy>=1.24.0
+  - pydantic>=2.0.0
+  - python-dotenv>=1.0.0
+  - langchain>=0.3.0 ; extra == 'agent'
+  - langchain-openai>=0.2.0 ; extra == 'agent'
+  - langchain-core>=0.3.0 ; extra == 'agent'
+  - openai>=1.0.0 ; extra == 'agent'
+  - jupyter-client>=8.0.0 ; extra == 'agent'
+  - ipykernel>=6.0.0 ; extra == 'agent'
+  - matplotlib>=3.7.0 ; extra == 'agent'
+  - scipy>=1.10.0 ; extra == 'agent'
+  - seaborn>=0.12.0 ; extra == 'agent'
+  - plotext>=5.0.0 ; extra == 'agent'
+  - fastapi>=0.109.0 ; extra == 'web'
+  - uvicorn[standard]>=0.27.0 ; extra == 'web'
+  - jinja2>=3.1.0 ; extra == 'web'
+  - python-multipart>=0.0.6 ; extra == 'web'
+  - websockets>=12.0 ; extra == 'web'
+  - copernicusmarine>=2.0.0 ; extra == 'copernicus'
+  - pytest>=7.0.0 ; extra == 'dev'
+  - pytest-asyncio>=0.21.0 ; extra == 'dev'
+  - pytest-cov>=4.0.0 ; extra == 'dev'
+  - black>=23.0.0 ; extra == 'dev'
+  - ruff>=0.1.0 ; extra == 'dev'
+  - mypy>=1.0.0 ; extra == 'dev'
+  - pre-commit>=3.0.0 ; extra == 'dev'
+  - mkdocs>=1.5.0 ; extra == 'docs'
+  - mkdocs-material>=9.0.0 ; extra == 'docs'
+  - mkdocstrings[python]>=0.24.0 ; extra == 'docs'
+  requires_python: '>=3.10'
+  editable: true
+- pypi: https://files.pythonhosted.org/packages/c1/ea/53f2148663b321f21b5a606bd5f191517cf40b7072c0497d3c92c4a13b1e/executing-2.2.1-py2.py3-none-any.whl
+  name: executing
+  version: 2.2.1
+  sha256: 760643d3452b4d777d295bb167ccc74c64a81df23fb5e08eff250c425a4b2017
+  requires_dist:
+  - asttokens>=2.1.0 ; extra == 'tests'
+  - ipython ; extra == 'tests'
+  - pytest ; extra == 'tests'
+  - coverage ; extra == 'tests'
+  - coverage-enable-subprocess ; extra == 'tests'
+  - littleutils ; extra == 'tests'
+  - rich ; python_full_version >= '3.11' and extra == 'tests'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/d2/c9/a175a7779f3599dfa4adfc97a6ce0e157237b3d7941538604aadaf97bfb6/fastapi-0.133.1-py3-none-any.whl
+  name: fastapi
+  version: 0.133.1
+  sha256: 658f34ba334605b1617a65adf2ea6461901bdb9af3a3080d63ff791ecf7dc2e2
+  requires_dist:
+  - starlette>=0.40.0
+  - pydantic>=2.7.0
+  - typing-extensions>=4.8.0
+  - typing-inspection>=0.4.2
+  - annotated-doc>=0.0.2
+  - fastapi-cli[standard]>=0.0.8 ; extra == 'standard'
+  - httpx>=0.23.0,<1.0.0 ; extra == 'standard'
+  - jinja2>=3.1.5 ; extra == 'standard'
+  - python-multipart>=0.0.18 ; extra == 'standard'
+  - email-validator>=2.0.0 ; extra == 'standard'
+  - uvicorn[standard]>=0.12.0 ; extra == 'standard'
+  - pydantic-settings>=2.0.0 ; extra == 'standard'
+  - pydantic-extra-types>=2.0.0 ; extra == 'standard'
+  - fastapi-cli[standard-no-fastapi-cloud-cli]>=0.0.8 ; extra == 'standard-no-fastapi-cloud-cli'
+  - httpx>=0.23.0,<1.0.0 ; extra == 'standard-no-fastapi-cloud-cli'
+  - jinja2>=3.1.5 ; extra == 'standard-no-fastapi-cloud-cli'
+  - python-multipart>=0.0.18 ; extra == 'standard-no-fastapi-cloud-cli'
+  - email-validator>=2.0.0 ; extra == 'standard-no-fastapi-cloud-cli'
+  - uvicorn[standard]>=0.12.0 ; extra == 'standard-no-fastapi-cloud-cli'
+  - pydantic-settings>=2.0.0 ; extra == 'standard-no-fastapi-cloud-cli'
+  - pydantic-extra-types>=2.0.0 ; extra == 'standard-no-fastapi-cloud-cli'
+  - fastapi-cli[standard]>=0.0.8 ; extra == 'all'
+  - httpx>=0.23.0,<1.0.0 ; extra == 'all'
+  - jinja2>=3.1.5 ; extra == 'all'
+  - python-multipart>=0.0.18 ; extra == 'all'
+  - itsdangerous>=1.1.0 ; extra == 'all'
+  - pyyaml>=5.3.1 ; extra == 'all'
+  - email-validator>=2.0.0 ; extra == 'all'
+  - uvicorn[standard]>=0.12.0 ; extra == 'all'
+  - pydantic-settings>=2.0.0 ; extra == 'all'
+  - pydantic-extra-types>=2.0.0 ; extra == 'all'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/9c/0f/5d0c71a1aefeb08efff26272149e07ab922b64f46c63363756224bd6872e/filelock-3.24.3-py3-none-any.whl
+  name: filelock
+  version: 3.24.3
+  sha256: 426e9a4660391f7f8a810d71b0555bce9008b0a1cc342ab1f6947d37639e002d
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/32/8f/4e7bf82c0cbb738d3c2206c920ca34ca74ef9dabde779030145d28665104/fonttools-4.61.1-cp314-cp314-macosx_10_15_universal2.whl
+  name: fonttools
+  version: 4.61.1
+  sha256: fff4f534200a04b4a36e7ae3cb74493afe807b517a09e99cb4faa89a34ed6ecd
+  requires_dist:
+  - lxml>=4.0 ; extra == 'lxml'
+  - brotli>=1.0.1 ; platform_python_implementation == 'CPython' and extra == 'woff'
+  - brotlicffi>=0.8.0 ; platform_python_implementation != 'CPython' and extra == 'woff'
+  - zopfli>=0.1.4 ; extra == 'woff'
+  - unicodedata2>=17.0.0 ; python_full_version < '3.15' and extra == 'unicode'
+  - lz4>=1.7.4.2 ; extra == 'graphite'
+  - scipy ; platform_python_implementation != 'PyPy' and extra == 'interpolatable'
+  - munkres ; platform_python_implementation == 'PyPy' and extra == 'interpolatable'
+  - pycairo ; extra == 'interpolatable'
+  - matplotlib ; extra == 'plot'
+  - sympy ; extra == 'symfont'
+  - xattr ; sys_platform == 'darwin' and extra == 'type1'
+  - skia-pathops>=0.5.0 ; extra == 'pathops'
+  - uharfbuzz>=0.45.0 ; extra == 'repacker'
+  - lxml>=4.0 ; extra == 'all'
+  - brotli>=1.0.1 ; platform_python_implementation == 'CPython' and extra == 'all'
+  - brotlicffi>=0.8.0 ; platform_python_implementation != 'CPython' and extra == 'all'
+  - zopfli>=0.1.4 ; extra == 'all'
+  - unicodedata2>=17.0.0 ; python_full_version < '3.15' and extra == 'all'
+  - lz4>=1.7.4.2 ; extra == 'all'
+  - scipy ; platform_python_implementation != 'PyPy' and extra == 'all'
+  - munkres ; platform_python_implementation == 'PyPy' and extra == 'all'
+  - pycairo ; extra == 'all'
+  - matplotlib ; extra == 'all'
+  - sympy ; extra == 'all'
+  - xattr ; sys_platform == 'darwin' and extra == 'all'
+  - skia-pathops>=0.5.0 ; extra == 'all'
+  - uharfbuzz>=0.45.0 ; extra == 'all'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/e6/ab/fb21f4c939bb440104cc2b396d3be1d9b7a9fd3c6c2a53d98c45b3d7c954/fsspec-2026.2.0-py3-none-any.whl
+  name: fsspec
+  version: 2026.2.0
+  sha256: 98de475b5cb3bd66bedd5c4679e87b4fdfe1a3bf4d707b151b3c07e58c9a2437
+  requires_dist:
+  - adlfs ; extra == 'abfs'
+  - adlfs ; extra == 'adl'
+  - pyarrow>=1 ; extra == 'arrow'
+  - dask ; extra == 'dask'
+  - distributed ; extra == 'dask'
+  - pre-commit ; extra == 'dev'
+  - ruff>=0.5 ; extra == 'dev'
+  - numpydoc ; extra == 'doc'
+  - sphinx ; extra == 'doc'
+  - sphinx-design ; extra == 'doc'
+  - sphinx-rtd-theme ; extra == 'doc'
+  - yarl ; extra == 'doc'
+  - dropbox ; extra == 'dropbox'
+  - dropboxdrivefs ; extra == 'dropbox'
+  - requests ; extra == 'dropbox'
+  - adlfs ; extra == 'full'
+  - aiohttp!=4.0.0a0,!=4.0.0a1 ; extra == 'full'
+  - dask ; extra == 'full'
+  - distributed ; extra == 'full'
+  - dropbox ; extra == 'full'
+  - dropboxdrivefs ; extra == 'full'
+  - fusepy ; extra == 'full'
+  - gcsfs>2024.2.0 ; extra == 'full'
+  - libarchive-c ; extra == 'full'
+  - ocifs ; extra == 'full'
+  - panel ; extra == 'full'
+  - paramiko ; extra == 'full'
+  - pyarrow>=1 ; extra == 'full'
+  - pygit2 ; extra == 'full'
+  - requests ; extra == 'full'
+  - s3fs>2024.2.0 ; extra == 'full'
+  - smbprotocol ; extra == 'full'
+  - tqdm ; extra == 'full'
+  - fusepy ; extra == 'fuse'
+  - gcsfs>2024.2.0 ; extra == 'gcs'
+  - pygit2 ; extra == 'git'
+  - requests ; extra == 'github'
+  - gcsfs ; extra == 'gs'
+  - panel ; extra == 'gui'
+  - pyarrow>=1 ; extra == 'hdfs'
+  - aiohttp!=4.0.0a0,!=4.0.0a1 ; extra == 'http'
+  - libarchive-c ; extra == 'libarchive'
+  - ocifs ; extra == 'oci'
+  - s3fs>2024.2.0 ; extra == 's3'
+  - paramiko ; extra == 'sftp'
+  - smbprotocol ; extra == 'smb'
+  - paramiko ; extra == 'ssh'
+  - aiohttp!=4.0.0a0,!=4.0.0a1 ; extra == 'test'
+  - numpy ; extra == 'test'
+  - pytest ; extra == 'test'
+  - pytest-asyncio!=0.22.0 ; extra == 'test'
+  - pytest-benchmark ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytest-mock ; extra == 'test'
+  - pytest-recording ; extra == 'test'
+  - pytest-rerunfailures ; extra == 'test'
+  - requests ; extra == 'test'
+  - aiobotocore>=2.5.4,<3.0.0 ; extra == 'test-downstream'
+  - dask[dataframe,test] ; extra == 'test-downstream'
+  - moto[server]>4,<5 ; extra == 'test-downstream'
+  - pytest-timeout ; extra == 'test-downstream'
+  - xarray ; extra == 'test-downstream'
+  - adlfs ; extra == 'test-full'
+  - aiohttp!=4.0.0a0,!=4.0.0a1 ; extra == 'test-full'
+  - backports-zstd ; python_full_version < '3.14' and extra == 'test-full'
+  - cloudpickle ; extra == 'test-full'
+  - dask ; extra == 'test-full'
+  - distributed ; extra == 'test-full'
+  - dropbox ; extra == 'test-full'
+  - dropboxdrivefs ; extra == 'test-full'
+  - fastparquet ; extra == 'test-full'
+  - fusepy ; extra == 'test-full'
+  - gcsfs ; extra == 'test-full'
+  - jinja2 ; extra == 'test-full'
+  - kerchunk ; extra == 'test-full'
+  - libarchive-c ; extra == 'test-full'
+  - lz4 ; extra == 'test-full'
+  - notebook ; extra == 'test-full'
+  - numpy ; extra == 'test-full'
+  - ocifs ; extra == 'test-full'
+  - pandas<3.0.0 ; extra == 'test-full'
+  - panel ; extra == 'test-full'
+  - paramiko ; extra == 'test-full'
+  - pyarrow ; extra == 'test-full'
+  - pyarrow>=1 ; extra == 'test-full'
+  - pyftpdlib ; extra == 'test-full'
+  - pygit2 ; extra == 'test-full'
+  - pytest ; extra == 'test-full'
+  - pytest-asyncio!=0.22.0 ; extra == 'test-full'
+  - pytest-benchmark ; extra == 'test-full'
+  - pytest-cov ; extra == 'test-full'
+  - pytest-mock ; extra == 'test-full'
+  - pytest-recording ; extra == 'test-full'
+  - pytest-rerunfailures ; extra == 'test-full'
+  - python-snappy ; extra == 'test-full'
+  - requests ; extra == 'test-full'
+  - smbprotocol ; extra == 'test-full'
+  - tqdm ; extra == 'test-full'
+  - urllib3 ; extra == 'test-full'
+  - zarr ; extra == 'test-full'
+  - zstandard ; python_full_version < '3.14' and extra == 'test-full'
+  - tqdm ; extra == 'tqdm'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/f7/ec/67fbef5d497f86283db54c22eec6f6140243aae73265799baaaa19cd17fb/ghp_import-2.1.0-py3-none-any.whl
+  name: ghp-import
+  version: 2.1.0
+  sha256: 8337dd7b50877f163d4c0289bc1f1c7f127550241988d568c1db512c4324a619
+  requires_dist:
+  - python-dateutil>=2.8.1
+  - twine ; extra == 'dev'
+  - markdown ; extra == 'dev'
+  - flake8 ; extra == 'dev'
+  - wheel ; extra == 'dev'
+- pypi: https://files.pythonhosted.org/packages/21/88/8ecf3c2b864a490b9e7010c84fd203ec8cf3b280651106a3a74dd1b0ca72/google_crc32c-1.8.0-cp314-cp314-macosx_12_0_arm64.whl
+  name: google-crc32c
+  version: 1.8.0
+  sha256: e6584b12cb06796d285d09e33f63309a09368b9d806a551d8036a4207ea43697
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/4d/51/c936033e16d12b627ea334aaaaf42229c37620d0f15593456ab69ab48161/griffelib-2.0.0-py3-none-any.whl
+  name: griffelib
+  version: 2.0.0
+  sha256: 01284878c966508b6d6f1dbff9b6fa607bc062d8261c5c7253cb285b06422a7f
+  requires_dist:
+  - pip>=24.0 ; extra == 'pypi'
+  - platformdirs>=4.2 ; extra == 'pypi'
+  - wheel>=0.42 ; extra == 'pypi'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/04/4b/29cac41a4d98d144bf5f6d33995617b185d14b22401f75ca86f384e87ff1/h11-0.16.0-py3-none-any.whl
+  name: h11
+  version: 0.16.0
+  sha256: 63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/b1/8b/88f16936a8e8070a83d36239555227ecd91728f9ef222c5382cda07e0fd6/h5netcdf-1.8.1-py3-none-any.whl
+  name: h5netcdf
+  version: 1.8.1
+  sha256: a76ed7cfc9b8a8908ea7057c4e57e27307acff1049b7f5ed52db6c2247636879
+  requires_dist:
+  - packaging
+  - numpy
+  - h5py ; extra == 'h5py'
+  - pyfive>=1.0.0 ; extra == 'pyfive'
+  - h5pyd ; extra == 'h5pyd'
+  - h5py ; extra == 'test'
+  - netcdf4 ; extra == 'test'
+  - pyfive>=1.0.0 ; extra == 'test'
+  - pytest ; extra == 'test'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/7e/f5/f66802a942d491edb555dd61e3a9961140fd64c90bce1eafd741609d334d/httpcore-1.0.9-py3-none-any.whl
+  name: httpcore
+  version: 1.0.9
+  sha256: 2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55
+  requires_dist:
+  - certifi
+  - h11>=0.16
+  - anyio>=4.0,<5.0 ; extra == 'asyncio'
+  - h2>=3,<5 ; extra == 'http2'
+  - socksio==1.* ; extra == 'socks'
+  - trio>=0.22.0,<1.0 ; extra == 'trio'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/07/f0/89720dc5139ae54b03f861b5e2c55a37dba9a5da7d51e1e824a1f343627f/httptools-0.7.1-cp314-cp314-macosx_11_0_arm64.whl
+  name: httptools
+  version: 0.7.1
+  sha256: 7aea2e3c3953521c3c51106ee11487a910d45586e351202474d45472db7d72d3
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/56/95/9377bcb415797e44274b51d46e3249eba641711cf3348050f76ee7b15ffc/httpx-0.27.2-py3-none-any.whl
+  name: httpx
+  version: 0.27.2
+  sha256: 7bb2708e112d8fdd7829cd4243970f0c223274051cb35ee80c03301ee29a3df0
+  requires_dist:
+  - anyio
+  - certifi
+  - httpcore==1.*
+  - idna
+  - sniffio
+  - brotli ; platform_python_implementation == 'CPython' and extra == 'brotli'
+  - brotlicffi ; platform_python_implementation != 'CPython' and extra == 'brotli'
+  - click==8.* ; extra == 'cli'
+  - pygments==2.* ; extra == 'cli'
+  - rich>=10,<14 ; extra == 'cli'
+  - h2>=3,<5 ; extra == 'http2'
+  - socksio==1.* ; extra == 'socks'
+  - zstandard>=0.18.0 ; extra == 'zstd'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/d2/fd/6668e5aec43ab844de6fc74927e155a3b37bf40d7c3790e49fc0406b6578/httpx_sse-0.4.3-py3-none-any.whl
+  name: httpx-sse
+  version: 0.4.3
+  sha256: 0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/a4/bf/8ded42933d64041c1b495dc8b930799ac5cba272e0d699ed4fd754f0788b/icechunk-1.1.19-cp314-cp314-macosx_11_0_arm64.whl
+  name: icechunk
+  version: 1.1.19
+  sha256: a514057f1c71fa127e86d8225f2acd8aba6855dd60d136036fd94b28f68f744b
+  requires_dist:
+  - zarr>=3,!=3.0.3
+  requires_python: '>=3.11'
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/icu-78.2-h38cb7af_0.conda
+  sha256: d4cefbca587429d1192509edc52c88de52bc96c2447771ddc1f8bee928aed5ef
+  md5: 1e93aca311da0210e660d2247812fa02
+  depends:
+  - __osx >=11.0
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 12358010
+  timestamp: 1767970350308
+- pypi: https://files.pythonhosted.org/packages/b8/58/40fbbcefeda82364720eba5cf2270f98496bdfa19ea75b4cccae79c698e6/identify-2.6.16-py2.py3-none-any.whl
+  name: identify
+  version: 2.6.16
+  sha256: 391ee4d77741d994189522896270b787aed8670389bfd60f326d677d64a6dfb0
+  requires_dist:
+  - ukkonen ; extra == 'license'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl
+  name: idna
+  version: '3.11'
+  sha256: 771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea
+  requires_dist:
+  - ruff>=0.6.2 ; extra == 'all'
+  - mypy>=1.11.2 ; extra == 'all'
+  - pytest>=8.3.2 ; extra == 'all'
+  - flake8>=7.1.1 ; extra == 'all'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/cb/b1/3846dd7f199d53cb17f49cba7e651e9ce294d8497c8c150530ed11865bb8/iniconfig-2.3.0-py3-none-any.whl
+  name: iniconfig
+  version: 2.3.0
+  sha256: f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/82/b9/e73d5d9f405cba7706c539aa8b311b49d4c2f3d698d9c12f815231169c71/ipykernel-7.2.0-py3-none-any.whl
+  name: ipykernel
+  version: 7.2.0
+  sha256: 3bbd4420d2b3cc105cbdf3756bfc04500b1e52f090a90716851f3916c62e1661
+  requires_dist:
+  - appnope>=0.1.2 ; sys_platform == 'darwin'
+  - comm>=0.1.1
+  - debugpy>=1.6.5
+  - ipython>=7.23.1
+  - jupyter-client>=8.8.0
+  - jupyter-core>=5.1,!=6.0.*
+  - matplotlib-inline>=0.1
+  - nest-asyncio>=1.4
+  - packaging>=22
+  - psutil>=5.7
+  - pyzmq>=25
+  - tornado>=6.4.1
+  - traitlets>=5.4.0
+  - coverage[toml] ; extra == 'cov'
+  - matplotlib ; extra == 'cov'
+  - pytest-cov ; extra == 'cov'
+  - trio ; extra == 'cov'
+  - intersphinx-registry ; extra == 'docs'
+  - myst-parser ; extra == 'docs'
+  - pydata-sphinx-theme ; extra == 'docs'
+  - sphinx-autodoc-typehints ; extra == 'docs'
+  - sphinx<8.2.0 ; extra == 'docs'
+  - sphinxcontrib-github-alt ; extra == 'docs'
+  - sphinxcontrib-spelling ; extra == 'docs'
+  - trio ; extra == 'docs'
+  - pyqt5 ; extra == 'pyqt5'
+  - pyside6 ; extra == 'pyside6'
+  - flaky ; extra == 'test'
+  - ipyparallel ; extra == 'test'
+  - pre-commit ; extra == 'test'
+  - pytest-asyncio>=0.23.5 ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytest-timeout ; extra == 'test'
+  - pytest>=7.0,<10 ; extra == 'test'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/3d/aa/898dec789a05731cd5a9f50605b7b44a72bd198fd0d4528e11fc610177cc/ipython-9.10.0-py3-none-any.whl
+  name: ipython
+  version: 9.10.0
+  sha256: c6ab68cc23bba8c7e18e9b932797014cc61ea7fd6f19de180ab9ba73e65ee58d
+  requires_dist:
+  - colorama>=0.4.4 ; sys_platform == 'win32'
+  - decorator>=4.3.2
+  - ipython-pygments-lexers>=1.0.0
+  - jedi>=0.18.1
+  - matplotlib-inline>=0.1.5
+  - pexpect>4.3 ; sys_platform != 'emscripten' and sys_platform != 'win32'
+  - prompt-toolkit>=3.0.41,<3.1.0
+  - pygments>=2.11.0
+  - stack-data>=0.6.0
+  - traitlets>=5.13.0
+  - typing-extensions>=4.6 ; python_full_version < '3.12'
+  - black ; extra == 'black'
+  - docrepr ; extra == 'doc'
+  - exceptiongroup ; extra == 'doc'
+  - intersphinx-registry ; extra == 'doc'
+  - ipykernel ; extra == 'doc'
+  - ipython[matplotlib,test] ; extra == 'doc'
+  - setuptools>=70.0 ; extra == 'doc'
+  - sphinx-toml==0.0.4 ; extra == 'doc'
+  - sphinx-rtd-theme>=0.1.8 ; extra == 'doc'
+  - sphinx>=8.0 ; extra == 'doc'
+  - typing-extensions ; extra == 'doc'
+  - pytest>=7.0.0 ; extra == 'test'
+  - pytest-asyncio>=1.0.0 ; extra == 'test'
+  - testpath>=0.2 ; extra == 'test'
+  - packaging>=20.1.0 ; extra == 'test'
+  - setuptools>=61.2 ; extra == 'test'
+  - ipython[test] ; extra == 'test-extra'
+  - curio ; extra == 'test-extra'
+  - jupyter-ai ; extra == 'test-extra'
+  - ipython[matplotlib] ; extra == 'test-extra'
+  - nbformat ; extra == 'test-extra'
+  - nbclient ; extra == 'test-extra'
+  - ipykernel>6.30 ; extra == 'test-extra'
+  - numpy>=1.27 ; extra == 'test-extra'
+  - pandas>2.1 ; extra == 'test-extra'
+  - trio>=0.1.0 ; extra == 'test-extra'
+  - matplotlib>3.9 ; extra == 'matplotlib'
+  - ipython[doc,matplotlib,terminal,test,test-extra] ; extra == 'all'
+  - argcomplete>=3.0 ; extra == 'all'
+  requires_python: '>=3.11'
+- pypi: https://files.pythonhosted.org/packages/d9/33/1f075bf72b0b747cb3288d011319aaf64083cf2efef8354174e3ed4540e2/ipython_pygments_lexers-1.1.1-py3-none-any.whl
+  name: ipython-pygments-lexers
+  version: 1.1.1
+  sha256: a9462224a505ade19a605f71f8fa63c2048833ce50abc86768a0d81d876dc81c
+  requires_dist:
+  - pygments
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/c0/5a/9cac0c82afec3d09ccd97c8b6502d48f165f9124db81b4bcb90b4af974ee/jedi-0.19.2-py2.py3-none-any.whl
+  name: jedi
+  version: 0.19.2
+  sha256: a8ef22bde8490f57fe5c7681a3c83cb58874daf72b4784de3cce5b6ef6edb5b9
+  requires_dist:
+  - parso>=0.8.4,<0.9.0
+  - jinja2==2.11.3 ; extra == 'docs'
+  - markupsafe==1.1.1 ; extra == 'docs'
+  - pygments==2.8.1 ; extra == 'docs'
+  - alabaster==0.7.12 ; extra == 'docs'
+  - babel==2.9.1 ; extra == 'docs'
+  - chardet==4.0.0 ; extra == 'docs'
+  - commonmark==0.8.1 ; extra == 'docs'
+  - docutils==0.17.1 ; extra == 'docs'
+  - future==0.18.2 ; extra == 'docs'
+  - idna==2.10 ; extra == 'docs'
+  - imagesize==1.2.0 ; extra == 'docs'
+  - mock==1.0.1 ; extra == 'docs'
+  - packaging==20.9 ; extra == 'docs'
+  - pyparsing==2.4.7 ; extra == 'docs'
+  - pytz==2021.1 ; extra == 'docs'
+  - readthedocs-sphinx-ext==2.1.4 ; extra == 'docs'
+  - recommonmark==0.5.0 ; extra == 'docs'
+  - requests==2.25.1 ; extra == 'docs'
+  - six==1.15.0 ; extra == 'docs'
+  - snowballstemmer==2.1.0 ; extra == 'docs'
+  - sphinx-rtd-theme==0.4.3 ; extra == 'docs'
+  - sphinx==1.8.5 ; extra == 'docs'
+  - sphinxcontrib-serializinghtml==1.1.4 ; extra == 'docs'
+  - sphinxcontrib-websupport==1.2.4 ; extra == 'docs'
+  - urllib3==1.26.4 ; extra == 'docs'
+  - flake8==5.0.4 ; extra == 'qa'
+  - mypy==0.971 ; extra == 'qa'
+  - types-setuptools==67.2.0.1 ; extra == 'qa'
+  - django ; extra == 'testing'
+  - attrs ; extra == 'testing'
+  - colorama ; extra == 'testing'
+  - docopt ; extra == 'testing'
+  - pytest<9.0.0 ; extra == 'testing'
+  requires_python: '>=3.6'
+- pypi: https://files.pythonhosted.org/packages/62/a1/3d680cbfd5f4b8f15abc1d571870c5fc3e594bb582bc3b64ea099db13e56/jinja2-3.1.6-py3-none-any.whl
+  name: jinja2
+  version: 3.1.6
+  sha256: 85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
+  requires_dist:
+  - markupsafe>=2.0
+  - babel>=2.7 ; extra == 'i18n'
+  requires_python: '>=3.7'
+- pypi: https://files.pythonhosted.org/packages/cd/8f/5482a7677731fd44881f0204981ce2d7175db271f82cba2085dd2212e095/jiter-0.13.0-cp314-cp314-macosx_11_0_arm64.whl
+  name: jiter
+  version: 0.13.0
+  sha256: 9776ebe51713acf438fd9b4405fcd86893ae5d03487546dae7f34993217f8a91
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/14/2f/967ba146e6d58cf6a652da73885f52fc68001525b4197effc174321d70b4/jmespath-1.1.0-py3-none-any.whl
+  name: jmespath
+  version: 1.1.0
+  sha256: a5663118de4908c91729bea0acadca56526eb2698e83de10cd116ae0f4e97c64
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/73/07/02e16ed01e04a374e644b575638ec7987ae846d25ad97bcc9945a3ee4b0e/jsonpatch-1.33-py2.py3-none-any.whl
+  name: jsonpatch
+  version: '1.33'
+  sha256: 0ae28c0cd062bbd8b8ecc26d7d164fbbea9652a1a3693f3b956c1eae5145dade
+  requires_dist:
+  - jsonpointer>=1.9
+  requires_python: '>=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*'
+- pypi: https://files.pythonhosted.org/packages/71/92/5e77f98553e9e75130c78900d000368476aed74276eb8ae8796f65f00918/jsonpointer-3.0.0-py2.py3-none-any.whl
+  name: jsonpointer
+  version: 3.0.0
+  sha256: 13e088adc14fca8b6aa8177c044e12701e6ad4b28ff10e65f2267a90109c9942
+  requires_python: '>=3.7'
+- pypi: https://files.pythonhosted.org/packages/69/90/f63fb5873511e014207a475e2bb4e8b2e570d655b00ac19a9a0ca0a385ee/jsonschema-4.26.0-py3-none-any.whl
+  name: jsonschema
+  version: 4.26.0
+  sha256: d489f15263b8d200f8387e64b4c3a75f06629559fb73deb8fdfb525f2dab50ce
+  requires_dist:
+  - attrs>=22.2.0
+  - jsonschema-specifications>=2023.3.6
+  - referencing>=0.28.4
+  - rpds-py>=0.25.0
+  - fqdn ; extra == 'format'
+  - idna ; extra == 'format'
+  - isoduration ; extra == 'format'
+  - jsonpointer>1.13 ; extra == 'format'
+  - rfc3339-validator ; extra == 'format'
+  - rfc3987 ; extra == 'format'
+  - uri-template ; extra == 'format'
+  - webcolors>=1.11 ; extra == 'format'
+  - fqdn ; extra == 'format-nongpl'
+  - idna ; extra == 'format-nongpl'
+  - isoduration ; extra == 'format-nongpl'
+  - jsonpointer>1.13 ; extra == 'format-nongpl'
+  - rfc3339-validator ; extra == 'format-nongpl'
+  - rfc3986-validator>0.1.0 ; extra == 'format-nongpl'
+  - rfc3987-syntax>=1.1.0 ; extra == 'format-nongpl'
+  - uri-template ; extra == 'format-nongpl'
+  - webcolors>=24.6.0 ; extra == 'format-nongpl'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/41/45/1a4ed80516f02155c51f51e8cedb3c1902296743db0bbc66608a0db2814f/jsonschema_specifications-2025.9.1-py3-none-any.whl
+  name: jsonschema-specifications
+  version: 2025.9.1
+  sha256: 98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe
+  requires_dist:
+  - referencing>=0.31.0
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/2d/0b/ceb7694d864abc0a047649aec263878acb9f792e1fec3e676f22dc9015e3/jupyter_client-8.8.0-py3-none-any.whl
+  name: jupyter-client
+  version: 8.8.0
+  sha256: f93a5b99c5e23a507b773d3a1136bd6e16c67883ccdbd9a829b0bbdb98cd7d7a
+  requires_dist:
+  - jupyter-core>=5.1
+  - python-dateutil>=2.8.2
+  - pyzmq>=25.0
+  - tornado>=6.4.1
+  - traitlets>=5.3
+  - ipykernel ; extra == 'docs'
+  - myst-parser ; extra == 'docs'
+  - pydata-sphinx-theme ; extra == 'docs'
+  - sphinx-autodoc-typehints ; extra == 'docs'
+  - sphinx>=4 ; extra == 'docs'
+  - sphinxcontrib-github-alt ; extra == 'docs'
+  - sphinxcontrib-spelling ; extra == 'docs'
+  - orjson ; extra == 'orjson'
+  - anyio ; extra == 'test'
+  - coverage ; extra == 'test'
+  - ipykernel>=6.14 ; extra == 'test'
+  - msgpack ; extra == 'test'
+  - mypy ; platform_python_implementation != 'PyPy' and extra == 'test'
+  - paramiko ; sys_platform == 'win32' and extra == 'test'
+  - pre-commit ; extra == 'test'
+  - pytest ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytest-jupyter[client]>=0.6.2 ; extra == 'test'
+  - pytest-timeout ; extra == 'test'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/e7/e7/80988e32bf6f73919a113473a604f5a8f09094de312b9d52b79c2df7612b/jupyter_core-5.9.1-py3-none-any.whl
+  name: jupyter-core
+  version: 5.9.1
+  sha256: ebf87fdc6073d142e114c72c9e29a9d7ca03fad818c5d300ce2adc1fb0743407
+  requires_dist:
+  - platformdirs>=2.5
+  - traitlets>=5.3
+  - intersphinx-registry ; extra == 'docs'
+  - myst-parser ; extra == 'docs'
+  - pydata-sphinx-theme ; extra == 'docs'
+  - sphinx-autodoc-typehints ; extra == 'docs'
+  - sphinxcontrib-spelling ; extra == 'docs'
+  - traitlets ; extra == 'docs'
+  - ipykernel ; extra == 'test'
+  - pre-commit ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytest-timeout ; extra == 'test'
+  - pytest<9 ; extra == 'test'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/f7/69/00aafdb4e4509c2ca6064646cba9cd4b37933898f426756adb2cb92ebbed/kiwisolver-1.4.9-cp314-cp314-macosx_11_0_arm64.whl
+  name: kiwisolver
+  version: 1.4.9
+  sha256: 2635d352d67458b66fd0667c14cb1d4145e9560d503219034a18a87e971ce4f3
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/7c/06/c3394327f815fade875724c0f6cff529777c96a1e17fea066deb997f8cf5/langchain-1.2.10-py3-none-any.whl
+  name: langchain
+  version: 1.2.10
+  sha256: e07a377204451fffaed88276b8193e894893b1003e25c5bca6539288ccca3698
+  requires_dist:
+  - langchain-core>=1.2.10,<2.0.0
+  - langgraph>=1.0.8,<1.1.0
+  - pydantic>=2.7.4,<3.0.0
+  - langchain-anthropic ; extra == 'anthropic'
+  - langchain-aws ; extra == 'aws'
+  - langchain-azure-ai ; extra == 'azure-ai'
+  - langchain-community ; extra == 'community'
+  - langchain-deepseek ; extra == 'deepseek'
+  - langchain-fireworks ; extra == 'fireworks'
+  - langchain-google-genai ; extra == 'google-genai'
+  - langchain-google-vertexai ; extra == 'google-vertexai'
+  - langchain-groq ; extra == 'groq'
+  - langchain-huggingface ; extra == 'huggingface'
+  - langchain-mistralai ; extra == 'mistralai'
+  - langchain-ollama ; extra == 'ollama'
+  - langchain-openai ; extra == 'openai'
+  - langchain-perplexity ; extra == 'perplexity'
+  - langchain-together ; extra == 'together'
+  - langchain-xai ; extra == 'xai'
+  requires_python: '>=3.10.0,<4.0.0'
+- pypi: https://files.pythonhosted.org/packages/2d/a1/57d5feaa11dc2ebb40f3bc3d7bf4294b6703e152e56edea9d4c622475a6a/langchain_core-1.2.16-py3-none-any.whl
+  name: langchain-core
+  version: 1.2.16
+  sha256: 2768add9aa97232a7712580f678e0ba045ee1036c71fe471355be0434fcb6e30
+  requires_dist:
+  - jsonpatch>=1.33.0,<2.0.0
+  - langsmith>=0.3.45,<1.0.0
+  - packaging>=23.2.0
+  - pydantic>=2.7.4,<3.0.0
+  - pyyaml>=5.3.0,<7.0.0
+  - tenacity>=8.1.0,!=8.4.0,<10.0.0
+  - typing-extensions>=4.7.0,<5.0.0
+  - uuid-utils>=0.12.0,<1.0
+  requires_python: '>=3.10.0,<4.0.0'
+- pypi: https://files.pythonhosted.org/packages/72/17/3785cbcdc81c451179247e4176d2697879cb4f45ab2c59d949ca574e072d/langchain_openai-1.1.10-py3-none-any.whl
+  name: langchain-openai
+  version: 1.1.10
+  sha256: d91b2c09e9fbc70f7af45345d3aa477744962d41c73a029beb46b4f83b824827
+  requires_dist:
+  - langchain-core>=1.2.13,<2.0.0
+  - openai>=2.20.0,<3.0.0
+  - tiktoken>=0.7.0,<1.0.0
+  requires_python: '>=3.10.0,<4.0.0'
+- pypi: https://files.pythonhosted.org/packages/23/a2/562a6c2430085c2c29b23c1e1d12233bf41a64e9a9832eda7573af3666cf/langgraph-1.0.9-py3-none-any.whl
+  name: langgraph
+  version: 1.0.9
+  sha256: bce0d1f3e9a20434215a2a818395a58aedfc11c87bd6b52706c0db5c05ec44ec
+  requires_dist:
+  - langchain-core>=0.1
+  - langgraph-checkpoint>=2.1.0,<5.0.0
+  - langgraph-prebuilt>=1.0.8,<1.1.0
+  - langgraph-sdk>=0.3.0,<0.4.0
+  - pydantic>=2.7.4
+  - xxhash>=3.5.0
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/4a/de/ddd53b7032e623f3c7bcdab2b44e8bf635e468f62e10e5ff1946f62c9356/langgraph_checkpoint-4.0.0-py3-none-any.whl
+  name: langgraph-checkpoint
+  version: 4.0.0
+  sha256: 3fa9b2635a7c5ac28b338f631abf6a030c3b508b7b9ce17c22611513b589c784
+  requires_dist:
+  - langchain-core>=0.2.38
+  - ormsgpack>=1.12.0
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/dc/41/ec966424ad3f2ed3996d24079d3342c8cd6c0bd0653c12b2a917a685ec6c/langgraph_prebuilt-1.0.8-py3-none-any.whl
+  name: langgraph-prebuilt
+  version: 1.0.8
+  sha256: d16a731e591ba4470f3e313a319c7eee7dbc40895bcf15c821f985a3522a7ce0
+  requires_dist:
+  - langchain-core>=1.0.0
+  - langgraph-checkpoint>=2.1.0,<5.0.0
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/6a/4c/7a7510260fbda788efd13bf4650d3e7d80988118441ac811ec78e0aa03ac/langgraph_sdk-0.3.9-py3-none-any.whl
+  name: langgraph-sdk
+  version: 0.3.9
+  sha256: 94654294250c920789b6ed0d8a70c0117fed5736b61efc24ff647157359453c5
+  requires_dist:
+  - httpx>=0.25.2
+  - orjson>=3.11.5
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/41/a6/6025ccbdffe3533d444cdd0e989ff29bd273cb0ea6701c91dbbfeecc657a/langsmith-0.7.7-py3-none-any.whl
+  name: langsmith
+  version: 0.7.7
+  sha256: ef3d0aff77917bf3776368e90f387df5ffd7cb7cff11ece0ec4fd227e433b5de
+  requires_dist:
+  - httpx>=0.23.0,<1
+  - orjson>=3.9.14 ; platform_python_implementation != 'PyPy'
+  - packaging>=23.2
+  - pydantic>=2,<3
+  - requests-toolbelt>=1.0.0
+  - requests>=2.0.0
+  - uuid-utils>=0.12.0,<1.0
+  - xxhash>=3.0.0
+  - zstandard>=0.23.0
+  - claude-agent-sdk>=0.1.0 ; python_full_version >= '3.10' and extra == 'claude-agent-sdk'
+  - google-adk>=1.0.0 ; extra == 'google-adk'
+  - wrapt>=1.16.0 ; extra == 'google-adk'
+  - langsmith-pyo3>=0.1.0rc2 ; extra == 'langsmith-pyo3'
+  - openai-agents>=0.0.3 ; extra == 'openai-agents'
+  - opentelemetry-api>=1.30.0 ; extra == 'otel'
+  - opentelemetry-exporter-otlp-proto-http>=1.30.0 ; extra == 'otel'
+  - opentelemetry-sdk>=1.30.0 ; extra == 'otel'
+  - pytest>=7.0.0 ; extra == 'pytest'
+  - rich>=13.9.4 ; extra == 'pytest'
+  - vcrpy>=7.0.0 ; extra == 'pytest'
+  - websockets>=15.0 ; extra == 'sandbox'
+  - vcrpy>=7.0.0 ; extra == 'vcr'
+  requires_python: '>=3.10'
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libexpat-2.7.4-hf6b4638_0.conda
+  sha256: 03887d8080d6a8fe02d75b80929271b39697ecca7628f0657d7afaea87761edf
+  md5: a92e310ae8dfc206ff449f362fc4217f
+  depends:
+  - __osx >=11.0
+  constrains:
+  - expat 2.7.4.*
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 68199
+  timestamp: 1771260020767
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libffi-3.5.2-hcf2aa1b_0.conda
+  sha256: 6686a26466a527585e6a75cc2a242bf4a3d97d6d6c86424a441677917f28bec7
+  md5: 43c04d9cb46ef176bb2a4c77e324d599
+  depends:
+  - __osx >=11.0
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 40979
+  timestamp: 1769456747661
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/liblzma-5.8.2-h8088a28_0.conda
+  sha256: 7bfc7ffb2d6a9629357a70d4eadeadb6f88fa26ebc28f606b1c1e5e5ed99dc7e
+  md5: 009f0d956d7bfb00de86901d16e486c7
+  depends:
+  - __osx >=11.0
+  constrains:
+  - xz 5.8.2.*
+  license: 0BSD
+  purls: []
+  size: 92242
+  timestamp: 1768752982486
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libmpdec-4.0.0-h84a0fba_1.conda
+  sha256: 1089c7f15d5b62c622625ec6700732ece83be8b705da8c6607f4dabb0c4bd6d2
+  md5: 57c4be259f5e0b99a5983799a228ae55
+  depends:
+  - __osx >=11.0
+  license: BSD-2-Clause
+  license_family: BSD
+  purls: []
+  size: 73690
+  timestamp: 1769482560514
+- pypi: https://files.pythonhosted.org/packages/1b/18/25e991cd5640c9fb0f8d91b18797b29066b792f17bf8493da183bf5caabe/librt-0.8.1-cp314-cp314-macosx_11_0_arm64.whl
+  name: librt
+  version: 0.8.1
+  sha256: 228c2409c079f8c11fb2e5d7b277077f694cb93443eb760e00b3b83cb8b3176c
+  requires_python: '>=3.9'
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libsqlite-3.51.2-h1ae2325_0.conda
+  sha256: 6e9b9f269732cbc4698c7984aa5b9682c168e2a8d1e0406e1ff10091ca046167
+  md5: 4b0bf313c53c3e89692f020fb55d5f2c
+  depends:
+  - __osx >=11.0
+  - icu >=78.2,<79.0a0
+  - libzlib >=1.3.1,<2.0a0
+  license: blessing
+  purls: []
+  size: 909777
+  timestamp: 1768148320535
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libzlib-1.3.1-h8359307_2.conda
+  sha256: ce34669eadaba351cd54910743e6a2261b67009624dbc7daeeafdef93616711b
+  md5: 369964e85dc26bfe78f41399b366c435
+  depends:
+  - __osx >=11.0
+  constrains:
+  - zlib 1.3.1 *_2
+  license: Zlib
+  license_family: Other
+  purls: []
+  size: 46438
+  timestamp: 1727963202283
+- pypi: https://files.pythonhosted.org/packages/db/bc/83e112abc66cd466c6b83f99118035867cecd41802f8d044638aa78a106e/locket-1.0.0-py2.py3-none-any.whl
+  name: locket
+  version: 1.0.0
+  sha256: b6c819a722f7b6bd955b80781788e4a66a55628b858d347536b7e81325a3a5e3
+  requires_python: '>=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*'
+- pypi: https://files.pythonhosted.org/packages/de/1f/77fa3081e4f66ca3576c896ae5d31c3002ac6607f9747d2e3aa49227e464/markdown-3.10.2-py3-none-any.whl
+  name: markdown
+  version: 3.10.2
+  sha256: e91464b71ae3ee7afd3017d9f358ef0baf158fd9a298db92f1d4761133824c36
+  requires_dist:
+  - coverage ; extra == 'testing'
+  - pyyaml ; extra == 'testing'
+  - mkdocs>=1.6 ; extra == 'docs'
+  - mkdocs-nature>=0.6 ; extra == 'docs'
+  - mdx-gh-links>=0.2 ; extra == 'docs'
+  - mkdocstrings[python]>=0.28.3 ; extra == 'docs'
+  - mkdocs-gen-files ; extra == 'docs'
+  - mkdocs-section-index ; extra == 'docs'
+  - mkdocs-literate-nav ; extra == 'docs'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/94/54/e7d793b573f298e1c9013b8c4dade17d481164aa517d1d7148619c2cedbf/markdown_it_py-4.0.0-py3-none-any.whl
+  name: markdown-it-py
+  version: 4.0.0
+  sha256: 87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147
+  requires_dist:
+  - mdurl~=0.1
+  - psutil ; extra == 'benchmarking'
+  - pytest ; extra == 'benchmarking'
+  - pytest-benchmark ; extra == 'benchmarking'
+  - commonmark~=0.9 ; extra == 'compare'
+  - markdown~=3.4 ; extra == 'compare'
+  - mistletoe~=1.0 ; extra == 'compare'
+  - mistune~=3.0 ; extra == 'compare'
+  - panflute~=2.3 ; extra == 'compare'
+  - markdown-it-pyrs ; extra == 'compare'
+  - linkify-it-py>=1,<3 ; extra == 'linkify'
+  - mdit-py-plugins>=0.5.0 ; extra == 'plugins'
+  - gprof2dot ; extra == 'profiling'
+  - mdit-py-plugins>=0.5.0 ; extra == 'rtd'
+  - myst-parser ; extra == 'rtd'
+  - pyyaml ; extra == 'rtd'
+  - sphinx ; extra == 'rtd'
+  - sphinx-copybutton ; extra == 'rtd'
+  - sphinx-design ; extra == 'rtd'
+  - sphinx-book-theme~=1.0 ; extra == 'rtd'
+  - jupyter-sphinx ; extra == 'rtd'
+  - ipykernel ; extra == 'rtd'
+  - coverage ; extra == 'testing'
+  - pytest ; extra == 'testing'
+  - pytest-cov ; extra == 'testing'
+  - pytest-regressions ; extra == 'testing'
+  - requests ; extra == 'testing'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/b5/64/7660f8a4a8e53c924d0fa05dc3a55c9cee10bbd82b11c5afb27d44b096ce/markupsafe-3.0.3-cp314-cp314-macosx_11_0_arm64.whl
+  name: markupsafe
+  version: 3.0.3
+  sha256: c47a551199eb8eb2121d4f0f15ae0f923d31350ab9280078d1e5f12b249e0026
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/6f/ca/e8ae28649fcdf039fda5ef554b40a95f50592a3c47e6f7270c9561c12b07/matplotlib-3.10.8-cp314-cp314-macosx_11_0_arm64.whl
+  name: matplotlib
+  version: 3.10.8
+  sha256: 32f8dce744be5569bebe789e46727946041199030db8aeb2954d26013a0eb26b
+  requires_dist:
+  - contourpy>=1.0.1
+  - cycler>=0.10
+  - fonttools>=4.22.0
+  - kiwisolver>=1.3.1
+  - numpy>=1.23
+  - packaging>=20.0
+  - pillow>=8
+  - pyparsing>=3
+  - python-dateutil>=2.7
+  - meson-python>=0.13.1,<0.17.0 ; extra == 'dev'
+  - pybind11>=2.13.2,!=2.13.3 ; extra == 'dev'
+  - setuptools-scm>=7 ; extra == 'dev'
+  - setuptools>=64 ; extra == 'dev'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/af/33/ee4519fa02ed11a94aef9559552f3b17bb863f2ecfe1a35dc7f548cde231/matplotlib_inline-0.2.1-py3-none-any.whl
+  name: matplotlib-inline
+  version: 0.2.1
+  sha256: d56ce5156ba6085e00a9d54fead6ed29a9c47e215cd1bba2e976ef39f5710a76
+  requires_dist:
+  - traitlets
+  - flake8 ; extra == 'test'
+  - nbdime ; extra == 'test'
+  - nbval ; extra == 'test'
+  - notebook ; extra == 'test'
+  - pytest ; extra == 'test'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/fd/d9/eaa1f80170d2b7c5ba23f3b59f766f3a0bb41155fbc32a69adfa1adaaef9/mcp-1.26.0-py3-none-any.whl
+  name: mcp
+  version: 1.26.0
+  sha256: 904a21c33c25aa98ddbeb47273033c435e595bbacfdb177f4bd87f6dceebe1ca
+  requires_dist:
+  - anyio>=4.5
+  - httpx-sse>=0.4
+  - httpx>=0.27.1
+  - jsonschema>=4.20.0
+  - pydantic-settings>=2.5.2
+  - pydantic>=2.11.0,<3.0.0
+  - pyjwt[crypto]>=2.10.1
+  - python-multipart>=0.0.9
+  - pywin32>=310 ; sys_platform == 'win32'
+  - sse-starlette>=1.6.1
+  - starlette>=0.27
+  - typing-extensions>=4.9.0
+  - typing-inspection>=0.4.1
+  - uvicorn>=0.31.1 ; sys_platform != 'emscripten'
+  - python-dotenv>=1.0.0 ; extra == 'cli'
+  - typer>=0.16.0 ; extra == 'cli'
+  - rich>=13.9.4 ; extra == 'rich'
+  - websockets>=15.0.1 ; extra == 'ws'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/b3/38/89ba8ad64ae25be8de66a6d463314cf1eb366222074cfda9ee839c56a4b4/mdurl-0.1.2-py3-none-any.whl
+  name: mdurl
+  version: 0.1.2
+  sha256: 84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8
+  requires_python: '>=3.7'
+- pypi: https://files.pythonhosted.org/packages/2c/19/04f9b178c2d8a15b076c8b5140708fa6ffc5601fb6f1e975537072df5b2a/mergedeep-1.3.4-py3-none-any.whl
+  name: mergedeep
+  version: 1.3.4
+  sha256: 70775750742b25c0d8f36c55aed03d24c3384d17c951b3175d898bd778ef0307
+  requires_python: '>=3.6'
+- pypi: https://files.pythonhosted.org/packages/22/5b/dbc6a8cddc9cfa9c4971d59fb12bb8d42e161b7e7f8cc89e49137c5b279c/mkdocs-1.6.1-py3-none-any.whl
+  name: mkdocs
+  version: 1.6.1
+  sha256: db91759624d1647f3f34aa0c3f327dd2601beae39a366d6e064c03468d35c20e
+  requires_dist:
+  - click>=7.0
+  - colorama>=0.4 ; sys_platform == 'win32'
+  - ghp-import>=1.0
+  - importlib-metadata>=4.4 ; python_full_version < '3.10'
+  - jinja2>=2.11.1
+  - markdown>=3.3.6
+  - markupsafe>=2.0.1
+  - mergedeep>=1.3.4
+  - mkdocs-get-deps>=0.2.0
+  - packaging>=20.5
+  - pathspec>=0.11.1
+  - pyyaml-env-tag>=0.1
+  - pyyaml>=5.1
+  - watchdog>=2.0
+  - babel>=2.9.0 ; extra == 'i18n'
+  - babel==2.9.0 ; extra == 'min-versions'
+  - click==7.0 ; extra == 'min-versions'
+  - colorama==0.4 ; sys_platform == 'win32' and extra == 'min-versions'
+  - ghp-import==1.0 ; extra == 'min-versions'
+  - importlib-metadata==4.4 ; python_full_version < '3.10' and extra == 'min-versions'
+  - jinja2==2.11.1 ; extra == 'min-versions'
+  - markdown==3.3.6 ; extra == 'min-versions'
+  - markupsafe==2.0.1 ; extra == 'min-versions'
+  - mergedeep==1.3.4 ; extra == 'min-versions'
+  - mkdocs-get-deps==0.2.0 ; extra == 'min-versions'
+  - packaging==20.5 ; extra == 'min-versions'
+  - pathspec==0.11.1 ; extra == 'min-versions'
+  - pyyaml-env-tag==0.1 ; extra == 'min-versions'
+  - pyyaml==5.1 ; extra == 'min-versions'
+  - watchdog==2.0 ; extra == 'min-versions'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/28/de/a3e710469772c6a89595fc52816da05c1e164b4c866a89e3cb82fb1b67c5/mkdocs_autorefs-1.4.4-py3-none-any.whl
+  name: mkdocs-autorefs
+  version: 1.4.4
+  sha256: 834ef5408d827071ad1bc69e0f39704fa34c7fc05bc8e1c72b227dfdc5c76089
+  requires_dist:
+  - markdown>=3.3
+  - markupsafe>=2.0.1
+  - mkdocs>=1.1
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/9f/d4/029f984e8d3f3b6b726bd33cafc473b75e9e44c0f7e80a5b29abc466bdea/mkdocs_get_deps-0.2.0-py3-none-any.whl
+  name: mkdocs-get-deps
+  version: 0.2.0
+  sha256: 2bf11d0b133e77a0dd036abeeb06dec8775e46efa526dc70667d8863eefc6134
+  requires_dist:
+  - importlib-metadata>=4.3 ; python_full_version < '3.10'
+  - mergedeep>=1.3.4
+  - platformdirs>=2.2.0
+  - pyyaml>=5.1
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/b9/1b/16ad0193079bb8a15aa1d2620813a9cd15b18de150a4ea1b2c607fb4c74d/mkdocs_material-9.7.3-py3-none-any.whl
+  name: mkdocs-material
+  version: 9.7.3
+  sha256: 37ebf7b4788c992203faf2e71900be3c197c70a4be9b0d72aed537b08a91dd9d
+  requires_dist:
+  - babel>=2.10
+  - backrefs>=5.7.post1
+  - colorama>=0.4
+  - jinja2>=3.1
+  - markdown>=3.2
+  - mkdocs-material-extensions>=1.3
+  - mkdocs>=1.6
+  - paginate>=0.5
+  - pygments>=2.16
+  - pymdown-extensions>=10.2
+  - requests>=2.30
+  - mkdocs-git-committers-plugin-2>=1.1 ; extra == 'git'
+  - mkdocs-git-revision-date-localized-plugin>=1.2.4 ; extra == 'git'
+  - cairosvg>=2.6 ; extra == 'imaging'
+  - pillow>=10.2 ; extra == 'imaging'
+  - mkdocs-minify-plugin>=0.7 ; extra == 'recommended'
+  - mkdocs-redirects>=1.2 ; extra == 'recommended'
+  - mkdocs-rss-plugin>=1.6 ; extra == 'recommended'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/5b/54/662a4743aa81d9582ee9339d4ffa3c8fd40a4965e033d77b9da9774d3960/mkdocs_material_extensions-1.3.1-py3-none-any.whl
+  name: mkdocs-material-extensions
+  version: 1.3.1
+  sha256: adff8b62700b25cb77b53358dad940f3ef973dd6db797907c49e3c2ef3ab4e31
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/04/41/1cf02e3df279d2dd846a1bf235a928254eba9006dd22b4a14caa71aed0f7/mkdocstrings-1.0.3-py3-none-any.whl
+  name: mkdocstrings
+  version: 1.0.3
+  sha256: 0d66d18430c2201dc7fe85134277382baaa15e6b30979f3f3bdbabd6dbdb6046
+  requires_dist:
+  - jinja2>=3.1
+  - markdown>=3.6
+  - markupsafe>=1.1
+  - mkdocs>=1.6
+  - mkdocs-autorefs>=1.4
+  - pymdown-extensions>=6.3
+  - mkdocstrings-crystal>=0.3.4 ; extra == 'crystal'
+  - mkdocstrings-python-legacy>=0.2.1 ; extra == 'python-legacy'
+  - mkdocstrings-python>=1.16.2 ; extra == 'python'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/32/28/79f0f8de97cce916d5ae88a7bee1ad724855e83e6019c0b4d5b3fabc80f3/mkdocstrings_python-2.0.3-py3-none-any.whl
+  name: mkdocstrings-python
+  version: 2.0.3
+  sha256: 0b83513478bdfd803ff05aa43e9b1fca9dd22bcd9471f09ca6257f009bc5ee12
+  requires_dist:
+  - mkdocstrings>=0.30
+  - mkdocs-autorefs>=1.4
+  - griffelib>=2.0
+  - typing-extensions>=4.0 ; python_full_version < '3.11'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/94/28/52785ab7bfa165f87fcbb61547a93f98bb20e7f82f90f165a1f69bce7b3d/mypy-1.19.1-cp314-cp314-macosx_11_0_arm64.whl
+  name: mypy
+  version: 1.19.1
+  sha256: 804bd67b8054a85447c8954215a906d6eff9cabeabe493fb6334b24f4bfff718
+  requires_dist:
+  - typing-extensions>=4.6.0
+  - mypy-extensions>=1.0.0
+  - pathspec>=0.9.0
+  - tomli>=1.1.0 ; python_full_version < '3.11'
+  - librt>=0.6.2 ; platform_python_implementation != 'PyPy'
+  - psutil>=4.0 ; extra == 'dmypy'
+  - setuptools>=50 ; extra == 'mypyc'
+  - lxml ; extra == 'reports'
+  - pip ; extra == 'install-types'
+  - orjson ; extra == 'faster-cache'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/79/7b/2c79738432f5c924bef5071f933bcc9efd0473bac3b4aa584a6f7c1c8df8/mypy_extensions-1.1.0-py3-none-any.whl
+  name: mypy-extensions
+  version: 1.1.0
+  sha256: 1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505
+  requires_python: '>=3.8'
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/ncurses-6.5-h5e97a16_3.conda
+  sha256: 2827ada40e8d9ca69a153a45f7fd14f32b2ead7045d3bbb5d10964898fe65733
+  md5: 068d497125e4bf8a66bf707254fff5ae
+  depends:
+  - __osx >=11.0
+  license: X11 AND BSD-3-Clause
+  purls: []
+  size: 797030
+  timestamp: 1738196177597
+- pypi: https://files.pythonhosted.org/packages/a0/c4/c2971a3ba4c6103a3d10c4b0f24f461ddc027f0f09763220cf35ca1401b3/nest_asyncio-1.6.0-py3-none-any.whl
+  name: nest-asyncio
+  version: 1.6.0
+  sha256: 87af6efd6b5e897c81050477ef65c62e2b2f35d51703cae01aff2905b1852e1c
+  requires_python: '>=3.5'
+- pypi: https://files.pythonhosted.org/packages/88/b2/d0896bdcdc8d28a7fc5717c305f1a861c26e18c05047949fb371034d98bd/nodeenv-1.10.0-py2.py3-none-any.whl
+  name: nodeenv
+  version: 1.10.0
+  sha256: 5bb13e3eed2923615535339b3c620e76779af4cb4c6a90deccc9e36b274d3827
+  requires_python: '>=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*'
+- pypi: https://files.pythonhosted.org/packages/a1/37/260fa42e7b2b08e6e00ad632f8dd620961a60a459426c26cea390f8c68d0/numcodecs-0.16.5-cp314-cp314-macosx_11_0_arm64.whl
+  name: numcodecs
+  version: 0.16.5
+  sha256: 3832bd1b5af8bb3e413076b7d93318c8e7d7b68935006b9fa36ca057d1725a8f
+  requires_dist:
+  - numpy>=1.24
+  - typing-extensions
+  - msgpack ; extra == 'msgpack'
+  - zfpy>=1.0.0 ; extra == 'zfpy'
+  - pcodec>=0.3,<0.4 ; extra == 'pcodec'
+  - crc32c>=2.7 ; extra == 'crc32c'
+  - google-crc32c>=1.5 ; extra == 'google-crc32c'
+  - sphinx ; extra == 'docs'
+  - sphinx-issues ; extra == 'docs'
+  - pydata-sphinx-theme ; extra == 'docs'
+  - numpydoc ; extra == 'docs'
+  - coverage ; extra == 'test'
+  - pytest ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pyzstd ; extra == 'test'
+  - importlib-metadata ; extra == 'test-extras'
+  - crc32c ; extra == 'test-extras'
+  requires_python: '>=3.11'
+- pypi: https://files.pythonhosted.org/packages/25/7a/1fee4329abc705a469a4afe6e69b1ef7e915117747886327104a8493a955/numpy-2.4.2-cp314-cp314-macosx_11_0_arm64.whl
+  name: numpy
+  version: 2.4.2
+  sha256: d1240d50adff70c2a88217698ca844723068533f3f5c5fa6ee2e3220e3bdb000
+  requires_python: '>=3.11'
+- pypi: https://files.pythonhosted.org/packages/c9/30/844dc675ee6902579b8eef01ed23917cc9319a1c9c0c14ec6e39340c96d0/openai-2.24.0-py3-none-any.whl
+  name: openai
+  version: 2.24.0
+  sha256: fed30480d7d6c884303287bde864980a4b137b60553ffbcf9ab4a233b7a73d94
+  requires_dist:
+  - anyio>=3.5.0,<5
+  - distro>=1.7.0,<2
+  - httpx>=0.23.0,<1
+  - jiter>=0.10.0,<1
+  - pydantic>=1.9.0,<3
+  - sniffio
+  - tqdm>4
+  - typing-extensions>=4.11,<5
+  - aiohttp ; extra == 'aiohttp'
+  - httpx-aiohttp>=0.1.9 ; extra == 'aiohttp'
+  - numpy>=1 ; extra == 'datalib'
+  - pandas-stubs>=1.1.0.11 ; extra == 'datalib'
+  - pandas>=1.2.3 ; extra == 'datalib'
+  - websockets>=13,<16 ; extra == 'realtime'
+  - numpy>=2.0.2 ; extra == 'voice-helpers'
+  - sounddevice>=0.5.1 ; extra == 'voice-helpers'
+  requires_python: '>=3.9'
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/openssl-3.6.1-hd24854e_1.conda
+  sha256: 361f5c5e60052abc12bdd1b50d7a1a43e6a6653aab99a2263bf2288d709dcf67
+  md5: f4f6ad63f98f64191c3e77c5f5f29d76
+  depends:
+  - __osx >=11.0
+  - ca-certificates
+  license: Apache-2.0
+  license_family: Apache
+  purls: []
+  size: 3104268
+  timestamp: 1769556384749
+- pypi: https://files.pythonhosted.org/packages/e9/1e/745565dca749813db9a093c5ebc4bac1a9475c64d54b95654336ac3ed961/orjson-3.11.7-cp314-cp314-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl
+  name: orjson
+  version: 3.11.7
+  sha256: de0a37f21d0d364954ad5de1970491d7fbd0fb1ef7417d4d56a36dc01ba0c0a0
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/94/16/24d18851334be09c25e87f74307c84950f18c324a4d3c0b41dabdbf19c29/ormsgpack-1.12.2-cp314-cp314-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl
+  name: ormsgpack
+  version: 1.12.2
+  sha256: bc68dd5915f4acf66ff2010ee47c8906dc1cf07399b16f4089f8c71733f6e36c
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/20/12/38679034af332785aac8774540895e234f4d07f7545804097de4b666afd8/packaging-25.0-py3-none-any.whl
+  name: packaging
+  version: '25.0'
+  sha256: 29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/90/96/04b8e52da071d28f5e21a805b19cb9390aa17a47462ac87f5e2696b9566d/paginate-0.5.7-py2.py3-none-any.whl
+  name: paginate
+  version: 0.5.7
+  sha256: b885e2af73abcf01d9559fd5216b57ef722f8c42affbb63942377668e35c7591
+  requires_dist:
+  - pytest ; extra == 'dev'
+  - tox ; extra == 'dev'
+  - black ; extra == 'lint'
+- pypi: https://files.pythonhosted.org/packages/21/00/266d6b357ad5e6d3ad55093a7e8efc7dd245f5a842b584db9f30b0f0a287/pandas-2.3.3-cp314-cp314-macosx_11_0_arm64.whl
+  name: pandas
+  version: 2.3.3
+  sha256: 1611aedd912e1ff81ff41c745822980c49ce4a7907537be8692c8dbc31924593
+  requires_dist:
+  - numpy>=1.22.4 ; python_full_version < '3.11'
+  - numpy>=1.23.2 ; python_full_version == '3.11.*'
+  - numpy>=1.26.0 ; python_full_version >= '3.12'
+  - python-dateutil>=2.8.2
+  - pytz>=2020.1
+  - tzdata>=2022.7
+  - hypothesis>=6.46.1 ; extra == 'test'
+  - pytest>=7.3.2 ; extra == 'test'
+  - pytest-xdist>=2.2.0 ; extra == 'test'
+  - pyarrow>=10.0.1 ; extra == 'pyarrow'
+  - bottleneck>=1.3.6 ; extra == 'performance'
+  - numba>=0.56.4 ; extra == 'performance'
+  - numexpr>=2.8.4 ; extra == 'performance'
+  - scipy>=1.10.0 ; extra == 'computation'
+  - xarray>=2022.12.0 ; extra == 'computation'
+  - fsspec>=2022.11.0 ; extra == 'fss'
+  - s3fs>=2022.11.0 ; extra == 'aws'
+  - gcsfs>=2022.11.0 ; extra == 'gcp'
+  - pandas-gbq>=0.19.0 ; extra == 'gcp'
+  - odfpy>=1.4.1 ; extra == 'excel'
+  - openpyxl>=3.1.0 ; extra == 'excel'
+  - python-calamine>=0.1.7 ; extra == 'excel'
+  - pyxlsb>=1.0.10 ; extra == 'excel'
+  - xlrd>=2.0.1 ; extra == 'excel'
+  - xlsxwriter>=3.0.5 ; extra == 'excel'
+  - pyarrow>=10.0.1 ; extra == 'parquet'
+  - pyarrow>=10.0.1 ; extra == 'feather'
+  - tables>=3.8.0 ; extra == 'hdf5'
+  - pyreadstat>=1.2.0 ; extra == 'spss'
+  - sqlalchemy>=2.0.0 ; extra == 'postgresql'
+  - psycopg2>=2.9.6 ; extra == 'postgresql'
+  - adbc-driver-postgresql>=0.8.0 ; extra == 'postgresql'
+  - sqlalchemy>=2.0.0 ; extra == 'mysql'
+  - pymysql>=1.0.2 ; extra == 'mysql'
+  - sqlalchemy>=2.0.0 ; extra == 'sql-other'
+  - adbc-driver-postgresql>=0.8.0 ; extra == 'sql-other'
+  - adbc-driver-sqlite>=0.8.0 ; extra == 'sql-other'
+  - beautifulsoup4>=4.11.2 ; extra == 'html'
+  - html5lib>=1.1 ; extra == 'html'
+  - lxml>=4.9.2 ; extra == 'html'
+  - lxml>=4.9.2 ; extra == 'xml'
+  - matplotlib>=3.6.3 ; extra == 'plot'
+  - jinja2>=3.1.2 ; extra == 'output-formatting'
+  - tabulate>=0.9.0 ; extra == 'output-formatting'
+  - pyqt5>=5.15.9 ; extra == 'clipboard'
+  - qtpy>=2.3.0 ; extra == 'clipboard'
+  - zstandard>=0.19.0 ; extra == 'compression'
+  - dataframe-api-compat>=0.1.7 ; extra == 'consortium-standard'
+  - adbc-driver-postgresql>=0.8.0 ; extra == 'all'
+  - adbc-driver-sqlite>=0.8.0 ; extra == 'all'
+  - beautifulsoup4>=4.11.2 ; extra == 'all'
+  - bottleneck>=1.3.6 ; extra == 'all'
+  - dataframe-api-compat>=0.1.7 ; extra == 'all'
+  - fastparquet>=2022.12.0 ; extra == 'all'
+  - fsspec>=2022.11.0 ; extra == 'all'
+  - gcsfs>=2022.11.0 ; extra == 'all'
+  - html5lib>=1.1 ; extra == 'all'
+  - hypothesis>=6.46.1 ; extra == 'all'
+  - jinja2>=3.1.2 ; extra == 'all'
+  - lxml>=4.9.2 ; extra == 'all'
+  - matplotlib>=3.6.3 ; extra == 'all'
+  - numba>=0.56.4 ; extra == 'all'
+  - numexpr>=2.8.4 ; extra == 'all'
+  - odfpy>=1.4.1 ; extra == 'all'
+  - openpyxl>=3.1.0 ; extra == 'all'
+  - pandas-gbq>=0.19.0 ; extra == 'all'
+  - psycopg2>=2.9.6 ; extra == 'all'
+  - pyarrow>=10.0.1 ; extra == 'all'
+  - pymysql>=1.0.2 ; extra == 'all'
+  - pyqt5>=5.15.9 ; extra == 'all'
+  - pyreadstat>=1.2.0 ; extra == 'all'
+  - pytest>=7.3.2 ; extra == 'all'
+  - pytest-xdist>=2.2.0 ; extra == 'all'
+  - python-calamine>=0.1.7 ; extra == 'all'
+  - pyxlsb>=1.0.10 ; extra == 'all'
+  - qtpy>=2.3.0 ; extra == 'all'
+  - scipy>=1.10.0 ; extra == 'all'
+  - s3fs>=2022.11.0 ; extra == 'all'
+  - sqlalchemy>=2.0.0 ; extra == 'all'
+  - tables>=3.8.0 ; extra == 'all'
+  - tabulate>=0.9.0 ; extra == 'all'
+  - xarray>=2022.12.0 ; extra == 'all'
+  - xlrd>=2.0.1 ; extra == 'all'
+  - xlsxwriter>=3.0.5 ; extra == 'all'
+  - zstandard>=0.19.0 ; extra == 'all'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/b6/61/fae042894f4296ec49e3f193aff5d7c18440da9e48102c3315e1bc4519a7/parso-0.8.6-py2.py3-none-any.whl
+  name: parso
+  version: 0.8.6
+  sha256: 2c549f800b70a5c4952197248825584cb00f033b29c692671d3bf08bf380baff
+  requires_dist:
+  - pytest ; extra == 'testing'
+  - docopt ; extra == 'testing'
+  - flake8==5.0.4 ; extra == 'qa'
+  - zuban==0.5.1 ; extra == 'qa'
+  - types-setuptools==67.2.0.1 ; extra == 'qa'
+  requires_python: '>=3.6'
+- pypi: https://files.pythonhosted.org/packages/71/e7/40fb618334dcdf7c5a316c0e7343c5cd82d3d866edc100d98e29bc945ecd/partd-1.4.2-py3-none-any.whl
+  name: partd
+  version: 1.4.2
+  sha256: 978e4ac767ec4ba5b86c6eaa52e5a2a3bc748a2ca839e8cc798f1cc6ce6efb0f
+  requires_dist:
+  - locket
+  - toolz
+  - numpy>=1.20.0 ; extra == 'complete'
+  - pandas>=1.3 ; extra == 'complete'
+  - pyzmq ; extra == 'complete'
+  - blosc ; extra == 'complete'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/ef/3c/2c197d226f9ea224a9ab8d197933f9da0ae0aac5b6e0f884e2b8d9c8e9f7/pathspec-1.0.4-py3-none-any.whl
+  name: pathspec
+  version: 1.0.4
+  sha256: fb6ae2fd4e7c921a165808a552060e722767cfa526f99ca5156ed2ce45a5c723
+  requires_dist:
+  - hyperscan>=0.7 ; extra == 'hyperscan'
+  - typing-extensions>=4 ; extra == 'optional'
+  - google-re2>=1.1 ; extra == 're2'
+  - pytest>=9 ; extra == 'tests'
+  - typing-extensions>=4.15 ; extra == 'tests'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/9e/c3/059298687310d527a58bb01f3b1965787ee3b40dce76752eda8b44e9a2c5/pexpect-4.9.0-py2.py3-none-any.whl
+  name: pexpect
+  version: 4.9.0
+  sha256: 7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523
+  requires_dist:
+  - ptyprocess>=0.5
+- pypi: https://files.pythonhosted.org/packages/05/30/5db1236b0d6313f03ebf97f5e17cda9ca060f524b2fcc875149a8360b21c/pillow-12.1.1-cp314-cp314-macosx_11_0_arm64.whl
+  name: pillow
+  version: 12.1.1
+  sha256: f7ed2c6543bad5a7d5530eb9e78c53132f93dfa44a28492db88b41cdab885202
+  requires_dist:
+  - furo ; extra == 'docs'
+  - olefile ; extra == 'docs'
+  - sphinx>=8.2 ; extra == 'docs'
+  - sphinx-autobuild ; extra == 'docs'
+  - sphinx-copybutton ; extra == 'docs'
+  - sphinx-inline-tabs ; extra == 'docs'
+  - sphinxext-opengraph ; extra == 'docs'
+  - olefile ; extra == 'fpx'
+  - olefile ; extra == 'mic'
+  - arro3-compute ; extra == 'test-arrow'
+  - arro3-core ; extra == 'test-arrow'
+  - nanoarrow ; extra == 'test-arrow'
+  - pyarrow ; extra == 'test-arrow'
+  - check-manifest ; extra == 'tests'
+  - coverage>=7.4.2 ; extra == 'tests'
+  - defusedxml ; extra == 'tests'
+  - markdown2 ; extra == 'tests'
+  - olefile ; extra == 'tests'
+  - packaging ; extra == 'tests'
+  - pyroma>=5 ; extra == 'tests'
+  - pytest ; extra == 'tests'
+  - pytest-cov ; extra == 'tests'
+  - pytest-timeout ; extra == 'tests'
+  - pytest-xdist ; extra == 'tests'
+  - trove-classifiers>=2024.10.12 ; extra == 'tests'
+  - defusedxml ; extra == 'xmp'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/48/31/05e764397056194206169869b50cf2fee4dbbbc71b344705b9c0d878d4d8/platformdirs-4.9.2-py3-none-any.whl
+  name: platformdirs
+  version: 4.9.2
+  sha256: 9170634f126f8efdae22fb58ae8a0eaa86f38365bc57897a6c4f781d1f5875bd
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/f6/1e/12fe7c40cd2099a1f454518754ed229b01beaf3bbb343127f0cc13ce6c22/plotext-5.3.2-py3-none-any.whl
+  name: plotext
+  version: 5.3.2
+  sha256: 394362349c1ddbf319548cfac17ca65e6d5dfc03200c40dfdc0503b3e95a2283
+  requires_dist:
+  - shtab ; extra == 'completion'
+  - pillow>=8.4 ; extra == 'image'
+  - ffpyplayer>=4.3.5 ; extra == 'video'
+  - opencv-python>=4.5.5 ; extra == 'video'
+  - pafy>=0.5.5 ; extra == 'video'
+  - pillow>=8.4 ; extra == 'video'
+  - youtube-dl==2020.12.2 ; extra == 'video'
+  requires_python: '>=3.5'
+- pypi: https://files.pythonhosted.org/packages/54/20/4d324d65cc6d9205fabedc306948156824eb9f0ee1633355a8f7ec5c66bf/pluggy-1.6.0-py3-none-any.whl
+  name: pluggy
+  version: 1.6.0
+  sha256: e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
+  requires_dist:
+  - pre-commit ; extra == 'dev'
+  - tox ; extra == 'dev'
+  - pytest ; extra == 'testing'
+  - pytest-benchmark ; extra == 'testing'
+  - coverage ; extra == 'testing'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/5d/19/fd3ef348460c80af7bb4669ea7926651d1f95c23ff2df18b9d24bab4f3fa/pre_commit-4.5.1-py2.py3-none-any.whl
+  name: pre-commit
+  version: 4.5.1
+  sha256: 3b3afd891e97337708c1674210f8eba659b52a38ea5f822ff142d10786221f77
+  requires_dist:
+  - cfgv>=2.0.0
+  - identify>=1.0.0
+  - nodeenv>=0.11.1
+  - pyyaml>=5.1
+  - virtualenv>=20.10.0
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/84/03/0d3ce49e2505ae70cf43bc5bb3033955d2fc9f932163e84dc0779cc47f48/prompt_toolkit-3.0.52-py3-none-any.whl
+  name: prompt-toolkit
+  version: 3.0.52
+  sha256: 9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
+  requires_dist:
+  - wcwidth
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/80/c4/f5af4c1ca8c1eeb2e92ccca14ce8effdeec651d5ab6053c589b074eda6e1/psutil-7.2.2-cp36-abi3-macosx_11_0_arm64.whl
+  name: psutil
+  version: 7.2.2
+  sha256: 1a7b04c10f32cc88ab39cbf606e117fd74721c831c98a27dc04578deb0c16979
+  requires_dist:
+  - psleak ; extra == 'dev'
+  - pytest ; extra == 'dev'
+  - pytest-instafail ; extra == 'dev'
+  - pytest-xdist ; extra == 'dev'
+  - setuptools ; extra == 'dev'
+  - abi3audit ; extra == 'dev'
+  - black ; extra == 'dev'
+  - check-manifest ; extra == 'dev'
+  - coverage ; extra == 'dev'
+  - packaging ; extra == 'dev'
+  - pylint ; extra == 'dev'
+  - pyperf ; extra == 'dev'
+  - pypinfo ; extra == 'dev'
+  - pytest-cov ; extra == 'dev'
+  - requests ; extra == 'dev'
+  - rstcheck ; extra == 'dev'
+  - ruff ; extra == 'dev'
+  - sphinx ; extra == 'dev'
+  - sphinx-rtd-theme ; extra == 'dev'
+  - toml-sort ; extra == 'dev'
+  - twine ; extra == 'dev'
+  - validate-pyproject[all] ; extra == 'dev'
+  - virtualenv ; extra == 'dev'
+  - vulture ; extra == 'dev'
+  - wheel ; extra == 'dev'
+  - colorama ; os_name == 'nt' and extra == 'dev'
+  - pyreadline3 ; os_name == 'nt' and extra == 'dev'
+  - pywin32 ; implementation_name != 'pypy' and os_name == 'nt' and extra == 'dev'
+  - wheel ; implementation_name != 'pypy' and os_name == 'nt' and extra == 'dev'
+  - wmi ; implementation_name != 'pypy' and os_name == 'nt' and extra == 'dev'
+  - psleak ; extra == 'test'
+  - pytest ; extra == 'test'
+  - pytest-instafail ; extra == 'test'
+  - pytest-xdist ; extra == 'test'
+  - setuptools ; extra == 'test'
+  - pywin32 ; implementation_name != 'pypy' and os_name == 'nt' and extra == 'test'
+  - wheel ; implementation_name != 'pypy' and os_name == 'nt' and extra == 'test'
+  - wmi ; implementation_name != 'pypy' and os_name == 'nt' and extra == 'test'
+  requires_python: '>=3.6'
+- pypi: https://files.pythonhosted.org/packages/22/a6/858897256d0deac81a172289110f31629fc4cee19b6f01283303e18c8db3/ptyprocess-0.7.0-py2.py3-none-any.whl
+  name: ptyprocess
+  version: 0.7.0
+  sha256: 4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35
+- pypi: https://files.pythonhosted.org/packages/8e/37/efad0257dc6e593a18957422533ff0f87ede7c9c6ea010a2177d738fb82f/pure_eval-0.2.3-py3-none-any.whl
+  name: pure-eval
+  version: 0.2.3
+  sha256: 1db8e35b67b3d218d818ae653e27f06c3aa420901fa7b081ca98cbedc874e0d0
+  requires_dist:
+  - pytest ; extra == 'tests'
+- pypi: https://files.pythonhosted.org/packages/8d/1b/6da9a89583ce7b23ac611f183ae4843cd3a6cf54f079549b0e8c14031e73/pyarrow-23.0.1-cp314-cp314-macosx_12_0_arm64.whl
+  name: pyarrow
+  version: 23.0.1
+  sha256: 5df1161da23636a70838099d4aaa65142777185cc0cdba4037a18cee7d8db9ca
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/0c/c3/44f3fbbfa403ea2a7c779186dc20772604442dde72947e7d01069cbe98e3/pycparser-3.0-py3-none-any.whl
+  name: pycparser
+  version: '3.0'
+  sha256: b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/5a/87/b70ad306ebb6f9b585f114d0ac2137d792b48be34d732d60e597c2f8465a/pydantic-2.12.5-py3-none-any.whl
+  name: pydantic
+  version: 2.12.5
+  sha256: e561593fccf61e8a20fc46dfc2dfe075b8be7d0188df33f221ad1f0139180f9d
+  requires_dist:
+  - annotated-types>=0.6.0
+  - pydantic-core==2.41.5
+  - typing-extensions>=4.14.1
+  - typing-inspection>=0.4.2
+  - email-validator>=2.0.0 ; extra == 'email'
+  - tzdata ; python_full_version >= '3.9' and sys_platform == 'win32' and extra == 'timezone'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/74/1a/145646e5687e8d9a1e8d09acb278c8535ebe9e972e1f162ed338a622f193/pydantic_core-2.41.5-cp314-cp314-macosx_11_0_arm64.whl
+  name: pydantic-core
+  version: 2.41.5
+  sha256: 1d1d9764366c73f996edd17abb6d9d7649a7eb690006ab6adbda117717099b14
+  requires_dist:
+  - typing-extensions>=4.14.1
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/00/4b/ccc026168948fec4f7555b9164c724cf4125eac006e176541483d2c959be/pydantic_settings-2.13.1-py3-none-any.whl
+  name: pydantic-settings
+  version: 2.13.1
+  sha256: d56fd801823dbeae7f0975e1f8c8e25c258eb75d278ea7abb5d9cebb01b56237
+  requires_dist:
+  - pydantic>=2.7.0
+  - python-dotenv>=0.21.0
+  - typing-inspection>=0.4.0
+  - boto3-stubs[secretsmanager] ; extra == 'aws-secrets-manager'
+  - boto3>=1.35.0 ; extra == 'aws-secrets-manager'
+  - azure-identity>=1.16.0 ; extra == 'azure-key-vault'
+  - azure-keyvault-secrets>=4.8.0 ; extra == 'azure-key-vault'
+  - google-cloud-secret-manager>=2.23.1 ; extra == 'gcp-secret-manager'
+  - tomli>=2.0.1 ; extra == 'toml'
+  - pyyaml>=6.0.1 ; extra == 'yaml'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/c7/21/705964c7812476f378728bdf590ca4b771ec72385c533964653c68e86bdc/pygments-2.19.2-py3-none-any.whl
+  name: pygments
+  version: 2.19.2
+  sha256: 86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b
+  requires_dist:
+  - colorama>=0.4.6 ; extra == 'windows-terminal'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/6f/01/c26ce75ba460d5cd503da9e13b21a33804d38c2165dec7b716d06b13010c/pyjwt-2.11.0-py3-none-any.whl
+  name: pyjwt
+  version: 2.11.0
+  sha256: 94a6bde30eb5c8e04fee991062b534071fd1439ef58d2adc9ccb823e7bcd0469
+  requires_dist:
+  - cryptography>=3.4.0 ; extra == 'crypto'
+  - coverage[toml]==7.10.7 ; extra == 'dev'
+  - cryptography>=3.4.0 ; extra == 'dev'
+  - pre-commit ; extra == 'dev'
+  - pytest>=8.4.2,<9.0.0 ; extra == 'dev'
+  - sphinx ; extra == 'dev'
+  - sphinx-rtd-theme ; extra == 'dev'
+  - zope-interface ; extra == 'dev'
+  - sphinx ; extra == 'docs'
+  - sphinx-rtd-theme ; extra == 'docs'
+  - zope-interface ; extra == 'docs'
+  - coverage[toml]==7.10.7 ; extra == 'tests'
+  - pytest>=8.4.2,<9.0.0 ; extra == 'tests'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/6f/2c/5b079febdc65e1c3fb2729bf958d18b45be7113828528e8a0b5850dd819a/pymdown_extensions-10.21-py3-none-any.whl
+  name: pymdown-extensions
+  version: '10.21'
+  sha256: 91b879f9f864d49794c2d9534372b10150e6141096c3908a455e45ca72ad9d3f
+  requires_dist:
+  - markdown>=3.6
+  - pyyaml
+  - pygments>=2.19.1 ; extra == 'extra'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/10/bd/c038d7cc38edc1aa5bf91ab8068b63d4308c66c4c8bb3cbba7dfbc049f9c/pyparsing-3.3.2-py3-none-any.whl
+  name: pyparsing
+  version: 3.3.2
+  sha256: 850ba148bd908d7e2411587e247a1e4f0327839c40e2e5e6d05a007ecc69911d
+  requires_dist:
+  - railroad-diagrams ; extra == 'diagrams'
+  - jinja2 ; extra == 'diagrams'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/ad/b4/a9430e72bfc3c458e1fcf8363890994e483052ab052ed93912be4e5b32c8/pystac-1.14.3-py3-none-any.whl
+  name: pystac
+  version: 1.14.3
+  sha256: 2f60005f521d541fb801428307098f223c14697b3faf4d2f0209afb6a43f39e5
+  requires_dist:
+  - python-dateutil>=2.7.0
+  - jinja2<4.0 ; extra == 'jinja2'
+  - orjson>=3.5 ; extra == 'orjson'
+  - urllib3>=2.6.3 ; extra == 'urllib3'
+  - jsonschema~=4.18 ; extra == 'validation'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/3b/ab/b3226f0bd7cdcf710fbede2b3548584366da3b19b5021e74f5bde2a8fa3f/pytest-9.0.2-py3-none-any.whl
+  name: pytest
+  version: 9.0.2
+  sha256: 711ffd45bf766d5264d487b917733b453d917afd2b0ad65223959f59089f875b
+  requires_dist:
+  - colorama>=0.4 ; sys_platform == 'win32'
+  - exceptiongroup>=1 ; python_full_version < '3.11'
+  - iniconfig>=1.0.1
+  - packaging>=22
+  - pluggy>=1.5,<2
+  - pygments>=2.7.2
+  - tomli>=1 ; python_full_version < '3.11'
+  - argcomplete ; extra == 'dev'
+  - attrs>=19.2 ; extra == 'dev'
+  - hypothesis>=3.56 ; extra == 'dev'
+  - mock ; extra == 'dev'
+  - requests ; extra == 'dev'
+  - setuptools ; extra == 'dev'
+  - xmlschema ; extra == 'dev'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/e5/35/f8b19922b6a25bc0880171a2f1a003eaeb93657475193ab516fd87cac9da/pytest_asyncio-1.3.0-py3-none-any.whl
+  name: pytest-asyncio
+  version: 1.3.0
+  sha256: 611e26147c7f77640e6d0a92a38ed17c3e9848063698d5c93d5aa7aa11cebff5
+  requires_dist:
+  - backports-asyncio-runner>=1.1,<2 ; python_full_version < '3.11'
+  - pytest>=8.2,<10
+  - typing-extensions>=4.12 ; python_full_version < '3.13'
+  - sphinx>=5.3 ; extra == 'docs'
+  - sphinx-rtd-theme>=1 ; extra == 'docs'
+  - coverage>=6.2 ; extra == 'testing'
+  - hypothesis>=5.7.1 ; extra == 'testing'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/ee/49/1377b49de7d0c1ce41292161ea0f721913fa8722c19fb9c1e3aa0367eecb/pytest_cov-7.0.0-py3-none-any.whl
+  name: pytest-cov
+  version: 7.0.0
+  sha256: 3b8e9558b16cc1479da72058bdecf8073661c7f57f7d3c5f22a1c23507f2d861
+  requires_dist:
+  - coverage[toml]>=7.10.6
+  - pluggy>=1.2
+  - pytest>=7
+  - process-tests ; extra == 'testing'
+  - pytest-xdist ; extra == 'testing'
+  - virtualenv ; extra == 'testing'
+  requires_python: '>=3.9'
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/python-3.14.3-h4c637c5_101_cp314.conda
+  build_number: 101
+  sha256: fccce2af62d11328d232df9f6bbf63464fd45f81f718c661757f9c628c4378ce
+  md5: 753c8d0447677acb7ddbcc6e03e82661
+  depends:
+  - __osx >=11.0
+  - bzip2 >=1.0.8,<2.0a0
+  - libexpat >=2.7.3,<3.0a0
+  - libffi >=3.5.2,<3.6.0a0
+  - liblzma >=5.8.2,<6.0a0
+  - libmpdec >=4.0.0,<5.0a0
+  - libsqlite >=3.51.2,<4.0a0
+  - libzlib >=1.3.1,<2.0a0
+  - ncurses >=6.5,<7.0a0
+  - openssl >=3.5.5,<4.0a0
+  - python_abi 3.14.* *_cp314
+  - readline >=8.3,<9.0a0
+  - tk >=8.6.13,<8.7.0a0
+  - tzdata
+  - zstd >=1.5.7,<1.6.0a0
+  license: Python-2.0
+  purls: []
+  size: 13522698
+  timestamp: 1770675365241
+  python_site_packages_path: lib/python3.14/site-packages
+- pypi: https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl
+  name: python-dateutil
+  version: 2.9.0.post0
+  sha256: a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
+  requires_dist:
+  - six>=1.5
+  requires_python: '>=2.7,!=3.0.*,!=3.1.*,!=3.2.*'
+- pypi: https://files.pythonhosted.org/packages/c0/5c/e2b18e66d73b69de87c198cba8744934b91247d8ab657a7253b591f4cf23/python_discovery-1.0.0-py3-none-any.whl
+  name: python-discovery
+  version: 1.0.0
+  sha256: 7cd9eaf3b1845875e22084f92d0ec2e309be2a3f839a9eb52980d647b72bd891
+  requires_dist:
+  - filelock>=3.15.4
+  - platformdirs>=4.3.6,<5
+  - furo>=2025.12.19 ; extra == 'docs'
+  - sphinx-autodoc-typehints>=3.6.3 ; extra == 'docs'
+  - sphinx>=9.1 ; extra == 'docs'
+  - sphinxcontrib-mermaid>=2 ; extra == 'docs'
+  - covdefaults>=2.3 ; extra == 'testing'
+  - coverage>=7.5.4 ; extra == 'testing'
+  - pytest-mock>=3.14 ; extra == 'testing'
+  - pytest>=8.3.5 ; extra == 'testing'
+  - setuptools>=75.1 ; extra == 'testing'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/14/1b/a298b06749107c305e1fe0f814c6c74aea7b2f1e10989cb30f544a1b3253/python_dotenv-1.2.1-py3-none-any.whl
+  name: python-dotenv
+  version: 1.2.1
+  sha256: b81ee9561e9ca4004139c6cbba3a238c32b03e4894671e181b671e8cb8425d61
+  requires_dist:
+  - click>=5.0 ; extra == 'cli'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/1b/d0/397f9626e711ff749a95d96b7af99b9c566a9bb5129b8e4c10fc4d100304/python_multipart-0.0.22-py3-none-any.whl
+  name: python-multipart
+  version: 0.0.22
+  sha256: 2b2cd894c83d21bf49d702499531c7bafd057d730c201782048f7945d82de155
+  requires_python: '>=3.10'
+- conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.14-8_cp314.conda
+  build_number: 8
+  sha256: ad6d2e9ac39751cc0529dd1566a26751a0bf2542adb0c232533d32e176e21db5
+  md5: 0539938c55b6b1a59b560e843ad864a4
+  constrains:
+  - python 3.14.* *_cp314
+  license: BSD-3-Clause
+  license_family: BSD
+  purls: []
+  size: 6989
+  timestamp: 1752805904792
+- pypi: https://files.pythonhosted.org/packages/8f/a7/b470f672e6fc5fee0a01d9e75005a0e617e162381974213a945fcd274843/pytokens-0.4.1-cp314-cp314-macosx_11_0_arm64.whl
+  name: pytokens
+  version: 0.4.1
+  sha256: 4a14d5f5fc78ce85e426aa159489e2d5961acf0e47575e08f35584009178e321
+  requires_dist:
+  - black ; extra == 'dev'
+  - build ; extra == 'dev'
+  - mypy ; extra == 'dev'
+  - pytest ; extra == 'dev'
+  - pytest-cov ; extra == 'dev'
+  - setuptools ; extra == 'dev'
+  - tox ; extra == 'dev'
+  - twine ; extra == 'dev'
+  - wheel ; extra == 'dev'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/81/c4/34e93fe5f5429d7570ec1fa436f1986fb1f00c3e0f43a589fe2bbcd22c3f/pytz-2025.2-py2.py3-none-any.whl
+  name: pytz
+  version: '2025.2'
+  sha256: 5ddf76296dd8c44c26eb8f4b6f35488f3ccbf6fbbd7adee0b7262d43f0ec2f00
+- pypi: https://files.pythonhosted.org/packages/bd/9c/4d95bb87eb2063d20db7b60faa3840c1b18025517ae857371c4dd55a6b3a/pyyaml-6.0.3-cp314-cp314-macosx_11_0_arm64.whl
+  name: pyyaml
+  version: 6.0.3
+  sha256: 34d5fcd24b8445fadc33f9cf348c1047101756fd760b4dacb5c3e99755703310
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/04/11/432f32f8097b03e3cd5fe57e88efb685d964e2e5178a48ed61e841f7fdce/pyyaml_env_tag-1.1-py3-none-any.whl
+  name: pyyaml-env-tag
+  version: '1.1'
+  sha256: 17109e1a528561e32f026364712fee1264bc2ea6715120891174ed1b980d2e04
+  requires_dist:
+  - pyyaml
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/92/e7/038aab64a946d535901103da16b953c8c9cc9c961dadcbf3609ed6428d23/pyzmq-27.1.0-cp312-abi3-macosx_10_15_universal2.whl
+  name: pyzmq
+  version: 27.1.0
+  sha256: 452631b640340c928fa343801b0d07eb0c3789a5ffa843f6e1a9cee0ba4eb4fc
+  requires_dist:
+  - cffi ; implementation_name == 'pypy'
+  requires_python: '>=3.8'
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/readline-8.3-h46df422_0.conda
+  sha256: a77010528efb4b548ac2a4484eaf7e1c3907f2aec86123ed9c5212ae44502477
+  md5: f8381319127120ce51e081dce4865cf4
+  depends:
+  - __osx >=11.0
+  - ncurses >=6.5,<7.0a0
+  license: GPL-3.0-only
+  license_family: GPL
+  purls: []
+  size: 313930
+  timestamp: 1765813902568
+- pypi: https://files.pythonhosted.org/packages/2c/58/ca301544e1fa93ed4f80d724bf5b194f6e4b945841c5bfd555878eea9fcb/referencing-0.37.0-py3-none-any.whl
+  name: referencing
+  version: 0.37.0
+  sha256: 381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231
+  requires_dist:
+  - attrs>=22.2.0
+  - rpds-py>=0.7.0
+  - typing-extensions>=4.4.0 ; python_full_version < '3.13'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/ef/08/180d1826c3d7065200a5168c6b993a44947395c7bb6e04b2c2a219c34225/regex-2026.2.19-cp314-cp314-macosx_11_0_arm64.whl
+  name: regex
+  version: 2026.2.19
+  sha256: 997862c619994c4a356cb7c3592502cbd50c2ab98da5f61c5c871f10f22de7e5
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/1e/db/4254e3eabe8020b458f1a747140d32277ec7a271daf1d235b70dc0b4e6e3/requests-2.32.5-py3-none-any.whl
+  name: requests
+  version: 2.32.5
+  sha256: 2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6
+  requires_dist:
+  - charset-normalizer>=2,<4
+  - idna>=2.5,<4
+  - urllib3>=1.21.1,<3
+  - certifi>=2017.4.17
+  - pysocks>=1.5.6,!=1.5.7 ; extra == 'socks'
+  - chardet>=3.0.2,<6 ; extra == 'use-chardet-on-py3'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/3f/51/d4db610ef29373b879047326cbf6fa98b6c1969d6f6dc423279de2b1be2c/requests_toolbelt-1.0.0-py2.py3-none-any.whl
+  name: requests-toolbelt
+  version: 1.0.0
+  sha256: cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06
+  requires_dist:
+  - requests>=2.0.1,<3.0.0
+  requires_python: '>=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*'
+- pypi: https://files.pythonhosted.org/packages/14/25/b208c5683343959b670dc001595f2f3737e051da617f66c31f7c4fa93abc/rich-14.3.3-py3-none-any.whl
+  name: rich
+  version: 14.3.3
+  sha256: 793431c1f8619afa7d3b52b2cdec859562b950ea0d4b6b505397612db8d5362d
+  requires_dist:
+  - ipywidgets>=7.5.1,<9 ; extra == 'jupyter'
+  - markdown-it-py>=2.2.0
+  - pygments>=2.13.0,<3.0.0
+  requires_python: '>=3.8.0'
+- pypi: https://files.pythonhosted.org/packages/2b/60/19f7884db5d5603edf3c6bce35408f45ad3e97e10007df0e17dd57af18f8/rpds_py-0.30.0-cp314-cp314-macosx_11_0_arm64.whl
+  name: rpds-py
+  version: 0.30.0
+  sha256: ec7c4490c672c1a0389d319b3a9cfcd098dcdc4783991553c332a15acf7249be
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/b8/0c/51f6841f1d84f404f92463fc2b1ba0da357ca1e3db6b7fbda26956c3b82a/ruamel_yaml-0.19.1-py3-none-any.whl
+  name: ruamel-yaml
+  version: 0.19.1
+  sha256: 27592957fedf6e0b62f281e96effd28043345e0e66001f97683aa9a40c667c93
+  requires_dist:
+  - ruamel-yaml-clib ; platform_python_implementation == 'CPython' and extra == 'oldlibyaml'
+  - ruamel-yaml-clibz>=0.3.7 ; platform_python_implementation == 'CPython' and extra == 'libyaml'
+  - ruamel-yaml-jinja2>=0.2 ; extra == 'jinja2'
+  - ryd ; extra == 'docs'
+  - mercurial>5.7 ; extra == 'docs'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/2d/c1/e0532d7f9c9e0b14c46f61b14afd563298b8b83f337b6789ddd987e46121/ruff-0.15.2-py3-none-macosx_11_0_arm64.whl
+  name: ruff
+  version: 0.15.2
+  sha256: e36dee3a64be0ebd23c86ffa3aa3fd3ac9a712ff295e192243f814a830b6bd87
+  requires_python: '>=3.7'
+- pypi: https://files.pythonhosted.org/packages/fc/51/727abb13f44c1fcf6d145979e1535a35794db0f6e450a0cb46aa24732fe2/s3transfer-0.16.0-py3-none-any.whl
+  name: s3transfer
+  version: 0.16.0
+  sha256: 18e25d66fed509e3868dc1572b3f427ff947dd2c56f844a5bf09481ad3f3b2fe
+  requires_dist:
+  - botocore>=1.37.4,<2.0a0
+  - botocore[crt]>=1.37.4,<2.0a0 ; extra == 'crt'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/ed/a6/d05a85fd51daeb2e4ea71d102f15b34fedca8e931af02594193ae4fd25f7/scipy-1.17.1-cp314-cp314-macosx_12_0_arm64.whl
+  name: scipy
+  version: 1.17.1
+  sha256: 45abad819184f07240d8a696117a7aacd39787af9e0b719d00285549ed19a1e9
+  requires_dist:
+  - numpy>=1.26.4,<2.7
+  - pytest>=8.0.0 ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytest-timeout ; extra == 'test'
+  - pytest-xdist ; extra == 'test'
+  - asv ; extra == 'test'
+  - mpmath ; extra == 'test'
+  - gmpy2 ; extra == 'test'
+  - threadpoolctl ; extra == 'test'
+  - scikit-umfpack ; extra == 'test'
+  - pooch ; extra == 'test'
+  - hypothesis>=6.30 ; extra == 'test'
+  - array-api-strict>=2.3.1 ; extra == 'test'
+  - cython ; extra == 'test'
+  - meson ; extra == 'test'
+  - ninja ; sys_platform != 'emscripten' and extra == 'test'
+  - sphinx>=5.0.0,<8.2.0 ; extra == 'doc'
+  - intersphinx-registry ; extra == 'doc'
+  - pydata-sphinx-theme>=0.15.2 ; extra == 'doc'
+  - sphinx-copybutton ; extra == 'doc'
+  - sphinx-design>=0.4.0 ; extra == 'doc'
+  - matplotlib>=3.5 ; extra == 'doc'
+  - numpydoc ; extra == 'doc'
+  - jupytext ; extra == 'doc'
+  - myst-nb>=1.2.0 ; extra == 'doc'
+  - pooch ; extra == 'doc'
+  - jupyterlite-sphinx>=0.19.1 ; extra == 'doc'
+  - jupyterlite-pyodide-kernel ; extra == 'doc'
+  - linkify-it-py ; extra == 'doc'
+  - tabulate ; extra == 'doc'
+  - click<8.3.0 ; extra == 'dev'
+  - spin ; extra == 'dev'
+  - mypy==1.10.0 ; extra == 'dev'
+  - typing-extensions ; extra == 'dev'
+  - types-psutil ; extra == 'dev'
+  - pycodestyle ; extra == 'dev'
+  - ruff>=0.12.0 ; extra == 'dev'
+  - cython-lint>=0.12.2 ; extra == 'dev'
+  requires_python: '>=3.11'
+- pypi: https://files.pythonhosted.org/packages/83/11/00d3c3dfc25ad54e731d91449895a79e4bf2384dc3ac01809010ba88f6d5/seaborn-0.13.2-py3-none-any.whl
+  name: seaborn
+  version: 0.13.2
+  sha256: 636f8336facf092165e27924f223d3c62ca560b1f2bb5dff7ab7fad265361987
+  requires_dist:
+  - numpy>=1.20,!=1.24.0
+  - pandas>=1.2
+  - matplotlib>=3.4,!=3.6.1
+  - pytest ; extra == 'dev'
+  - pytest-cov ; extra == 'dev'
+  - pytest-xdist ; extra == 'dev'
+  - flake8 ; extra == 'dev'
+  - mypy ; extra == 'dev'
+  - pandas-stubs ; extra == 'dev'
+  - pre-commit ; extra == 'dev'
+  - flit ; extra == 'dev'
+  - numpydoc ; extra == 'docs'
+  - nbconvert ; extra == 'docs'
+  - ipykernel ; extra == 'docs'
+  - sphinx<6.0.0 ; extra == 'docs'
+  - sphinx-copybutton ; extra == 'docs'
+  - sphinx-issues ; extra == 'docs'
+  - sphinx-design ; extra == 'docs'
+  - pyyaml ; extra == 'docs'
+  - pydata-sphinx-theme==0.10.0rc2 ; extra == 'docs'
+  - scipy>=1.7 ; extra == 'stats'
+  - statsmodels>=0.12 ; extra == 'stats'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/a6/24/4d91e05817e92e3a61c8a21e08fd0f390f5301f1c448b137c57c4bc6e543/semver-3.0.4-py3-none-any.whl
+  name: semver
+  version: 3.0.4
+  sha256: 9c824d87ba7f7ab4a1890799cec8596f15c1241cb473404ea1cb0c55e4b04746
+  requires_python: '>=3.7'
+- pypi: https://files.pythonhosted.org/packages/e1/c6/76dc613121b793286a3f91621d7b75a2b493e0390ddca50f11993eadf192/setuptools-82.0.0-py3-none-any.whl
+  name: setuptools
+  version: 82.0.0
+  sha256: 70b18734b607bd1da571d097d236cfcfacaf01de45717d59e6e04b96877532e0
+  requires_dist:
+  - pytest>=6,!=8.1.* ; extra == 'test'
+  - virtualenv>=13.0.0 ; extra == 'test'
+  - wheel>=0.44.0 ; extra == 'test'
+  - pip>=19.1 ; extra == 'test'
+  - packaging>=24.2 ; extra == 'test'
+  - jaraco-envs>=2.2 ; extra == 'test'
+  - pytest-xdist>=3 ; extra == 'test'
+  - jaraco-path>=3.7.2 ; extra == 'test'
+  - build[virtualenv]>=1.0.3 ; extra == 'test'
+  - filelock>=3.4.0 ; extra == 'test'
+  - ini2toml[lite]>=0.14 ; extra == 'test'
+  - tomli-w>=1.0.0 ; extra == 'test'
+  - pytest-timeout ; extra == 'test'
+  - pytest-perf ; sys_platform != 'cygwin' and extra == 'test'
+  - jaraco-develop>=7.21 ; python_full_version >= '3.9' and sys_platform != 'cygwin' and extra == 'test'
+  - pytest-home>=0.5 ; extra == 'test'
+  - pytest-subprocess ; extra == 'test'
+  - pyproject-hooks!=1.1 ; extra == 'test'
+  - jaraco-test>=5.5 ; extra == 'test'
+  - sphinx>=3.5 ; extra == 'doc'
+  - jaraco-packaging>=9.3 ; extra == 'doc'
+  - rst-linker>=1.9 ; extra == 'doc'
+  - furo ; extra == 'doc'
+  - sphinx-lint ; extra == 'doc'
+  - jaraco-tidelift>=1.4 ; extra == 'doc'
+  - pygments-github-lexers==0.0.5 ; extra == 'doc'
+  - sphinx-favicon ; extra == 'doc'
+  - sphinx-inline-tabs ; extra == 'doc'
+  - sphinx-reredirects ; extra == 'doc'
+  - sphinxcontrib-towncrier ; extra == 'doc'
+  - sphinx-notfound-page>=1,<2 ; extra == 'doc'
+  - pyproject-hooks!=1.1 ; extra == 'doc'
+  - towncrier<24.7 ; extra == 'doc'
+  - packaging>=24.2 ; extra == 'core'
+  - more-itertools>=8.8 ; extra == 'core'
+  - jaraco-text>=3.7 ; extra == 'core'
+  - importlib-metadata>=6 ; python_full_version < '3.10' and extra == 'core'
+  - tomli>=2.0.1 ; python_full_version < '3.11' and extra == 'core'
+  - wheel>=0.43.0 ; extra == 'core'
+  - platformdirs>=4.2.2 ; extra == 'core'
+  - jaraco-functools>=4 ; extra == 'core'
+  - more-itertools ; extra == 'core'
+  - pytest-checkdocs>=2.4 ; extra == 'check'
+  - pytest-ruff>=0.2.1 ; sys_platform != 'cygwin' and extra == 'check'
+  - ruff>=0.13.0 ; sys_platform != 'cygwin' and extra == 'check'
+  - pytest-cov ; extra == 'cover'
+  - pytest-enabler>=2.2 ; extra == 'enabler'
+  - pytest-mypy ; extra == 'type'
+  - mypy==1.18.* ; extra == 'type'
+  - importlib-metadata>=7.0.2 ; python_full_version < '3.10' and extra == 'type'
+  - jaraco-develop>=7.21 ; sys_platform != 'cygwin' and extra == 'type'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/e0/f9/0595336914c5619e5f28a1fb793285925a8cd4b432c9da0a987836c7f822/shellingham-1.5.4-py2.py3-none-any.whl
+  name: shellingham
+  version: 1.5.4
+  sha256: 7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686
+  requires_python: '>=3.7'
+- pypi: https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl
+  name: six
+  version: 1.17.0
+  sha256: 4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274
+  requires_python: '>=2.7,!=3.0.*,!=3.1.*,!=3.2.*'
+- pypi: https://files.pythonhosted.org/packages/e9/44/75a9c9421471a6c4805dbf2356f7c181a29c1879239abab1ea2cc8f38b40/sniffio-1.3.1-py3-none-any.whl
+  name: sniffio
+  version: 1.3.1
+  sha256: 2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2
+  requires_python: '>=3.7'
+- pypi: https://files.pythonhosted.org/packages/96/7f/832f015020844a8b8f7a9cbc103dd76ba8e3875004c41e08440ea3a2b41a/sse_starlette-3.2.0-py3-none-any.whl
+  name: sse-starlette
+  version: 3.2.0
+  sha256: 5876954bd51920fc2cd51baee47a080eb88a37b5b784e615abb0b283f801cdbf
+  requires_dist:
+  - starlette>=0.49.1
+  - anyio>=4.7.0
+  - uvicorn>=0.34.0 ; extra == 'examples'
+  - fastapi>=0.115.12 ; extra == 'examples'
+  - sqlalchemy[asyncio]>=2.0.41 ; extra == 'examples'
+  - aiosqlite>=0.21.0 ; extra == 'examples'
+  - uvicorn>=0.34.0 ; extra == 'uvicorn'
+  - granian>=2.3.1 ; extra == 'granian'
+  - daphne>=4.2.0 ; extra == 'daphne'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/f1/7b/ce1eafaf1a76852e2ec9b22edecf1daa58175c090266e9f6c64afcd81d91/stack_data-0.6.3-py3-none-any.whl
+  name: stack-data
+  version: 0.6.3
+  sha256: d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
+  requires_dist:
+  - executing>=1.2.0
+  - asttokens>=2.1.0
+  - pure-eval
+  - pytest ; extra == 'tests'
+  - typeguard ; extra == 'tests'
+  - pygments ; extra == 'tests'
+  - littleutils ; extra == 'tests'
+  - cython ; extra == 'tests'
+- pypi: https://files.pythonhosted.org/packages/81/0d/13d1d239a25cbfb19e740db83143e95c772a1fe10202dda4b76792b114dd/starlette-0.52.1-py3-none-any.whl
+  name: starlette
+  version: 0.52.1
+  sha256: 0029d43eb3d273bc4f83a08720b4912ea4b071087a3b48db01b7c839f7954d74
+  requires_dist:
+  - anyio>=3.6.2,<5
+  - typing-extensions>=4.10.0 ; python_full_version < '3.13'
+  - httpx>=0.27.0,<0.29.0 ; extra == 'full'
+  - itsdangerous ; extra == 'full'
+  - jinja2 ; extra == 'full'
+  - python-multipart>=0.0.18 ; extra == 'full'
+  - pyyaml ; extra == 'full'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/a8/45/a132b9074aa18e799b891b91ad72133c98d8042c70f6240e4c5f9dabee2f/structlog-25.5.0-py3-none-any.whl
+  name: structlog
+  version: 25.5.0
+  sha256: a8453e9b9e636ec59bd9e79bbd4a72f025981b3ba0f5837aebf48f02f37a7f9f
+  requires_dist:
+  - typing-extensions ; python_full_version < '3.11'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/d7/c1/eb8f9debc45d3b7918a32ab756658a0904732f75e555402972246b0b8e71/tenacity-9.1.4-py3-none-any.whl
+  name: tenacity
+  version: 9.1.4
+  sha256: 6095a360c919085f28c6527de529e76a06ad89b23659fa881ae0649b867a9d55
+  requires_dist:
+  - reno ; extra == 'doc'
+  - sphinx ; extra == 'doc'
+  - pytest ; extra == 'test'
+  - tornado>=4.5 ; extra == 'test'
+  - typeguard ; extra == 'test'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/e3/7b/50c2f060412202d6c95f32b20755c7a6273543b125c0985d6fa9465105af/tiktoken-0.12.0-cp314-cp314-macosx_11_0_arm64.whl
+  name: tiktoken
+  version: 0.12.0
+  sha256: da900aa0ad52247d8794e307d6446bd3cdea8e192769b56276695d34d2c9aa88
+  requires_dist:
+  - regex>=2022.1.18
+  - requests>=2.26.0
+  - blobfile>=2 ; extra == 'blobfile'
+  requires_python: '>=3.9'
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/tk-8.6.13-h010d191_3.conda
+  sha256: 799cab4b6cde62f91f750149995d149bc9db525ec12595e8a1d91b9317f038b3
+  md5: a9d86bc62f39b94c4661716624eb21b0
+  depends:
+  - __osx >=11.0
+  - libzlib >=1.3.1,<2.0a0
+  license: TCL
+  license_family: BSD
+  purls: []
+  size: 3127137
+  timestamp: 1769460817696
+- pypi: https://files.pythonhosted.org/packages/fb/12/5911ae3eeec47800503a238d971e51722ccea5feb8569b735184d5fcdbc0/toolz-1.1.0-py3-none-any.whl
+  name: toolz
+  version: 1.1.0
+  sha256: 15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/ab/a9/e94a9d5224107d7ce3cc1fab8d5dc97f5ea351ccc6322ee4fb661da94e35/tornado-6.5.4-cp39-abi3-macosx_10_9_universal2.whl
+  name: tornado
+  version: 6.5.4
+  sha256: d6241c1a16b1c9e4cc28148b1cda97dd1c6cb4fb7068ac1bedc610768dff0ba9
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/16/e1/3079a9ff9b8e11b846c6ac5c8b5bfb7ff225eee721825310c91b3b50304f/tqdm-4.67.3-py3-none-any.whl
+  name: tqdm
+  version: 4.67.3
+  sha256: ee1e4c0e59148062281c49d80b25b67771a127c85fc9676d3be5f243206826bf
+  requires_dist:
+  - colorama ; sys_platform == 'win32'
+  - importlib-metadata ; python_full_version < '3.8'
+  - pytest>=6 ; extra == 'dev'
+  - pytest-cov ; extra == 'dev'
+  - pytest-timeout ; extra == 'dev'
+  - pytest-asyncio>=0.24 ; extra == 'dev'
+  - nbval ; extra == 'dev'
+  - requests ; extra == 'discord'
+  - slack-sdk ; extra == 'slack'
+  - requests ; extra == 'telegram'
+  - ipywidgets>=6 ; extra == 'notebook'
+  requires_python: '>=3.7'
+- pypi: https://files.pythonhosted.org/packages/00/c0/8f5d070730d7836adc9c9b6408dec68c6ced86b304a9b26a14df072a6e8c/traitlets-5.14.3-py3-none-any.whl
+  name: traitlets
+  version: 5.14.3
+  sha256: b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f
+  requires_dist:
+  - myst-parser ; extra == 'docs'
+  - pydata-sphinx-theme ; extra == 'docs'
+  - sphinx ; extra == 'docs'
+  - argcomplete>=3.0.3 ; extra == 'test'
+  - mypy>=1.7.0 ; extra == 'test'
+  - pre-commit ; extra == 'test'
+  - pytest-mock ; extra == 'test'
+  - pytest-mypy-testing ; extra == 'test'
+  - pytest>=7.0,<8.2 ; extra == 'test'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/4a/91/48db081e7a63bb37284f9fbcefda7c44c277b18b0e13fbc36ea2335b71e6/typer-0.24.1-py3-none-any.whl
+  name: typer
+  version: 0.24.1
+  sha256: 112c1f0ce578bfb4cab9ffdabc68f031416ebcc216536611ba21f04e9aa84c9e
+  requires_dist:
+  - click>=8.2.1
+  - shellingham>=1.3.0
+  - rich>=12.3.0
+  - annotated-doc>=0.0.2
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/18/67/36e9267722cc04a6b9f15c7f3441c2363321a3ea07da7ae0c0707beb2a9c/typing_extensions-4.15.0-py3-none-any.whl
+  name: typing-extensions
+  version: 4.15.0
+  sha256: f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl
+  name: typing-inspection
+  version: 0.4.2
+  sha256: 4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7
+  requires_dist:
+  - typing-extensions>=4.12.0
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/c7/b0/003792df09decd6849a5e39c28b513c06e84436a54440380862b5aeff25d/tzdata-2025.3-py2.py3-none-any.whl
+  name: tzdata
+  version: '2025.3'
+  sha256: 06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1
+  requires_python: '>=2'
+- conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025c-hc9c84f9_1.conda
+  sha256: 1d30098909076af33a35017eed6f2953af1c769e273a0626a04722ac4acaba3c
+  md5: ad659d0a2b3e47e38d829aa8cad2d610
+  license: LicenseRef-Public-Domain
+  purls: []
+  size: 119135
+  timestamp: 1767016325805
+- pypi: https://files.pythonhosted.org/packages/39/08/aaaad47bc4e9dc8c725e68f9d04865dbcb2052843ff09c97b08904852d84/urllib3-2.6.3-py3-none-any.whl
+  name: urllib3
+  version: 2.6.3
+  sha256: bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
+  requires_dist:
+  - brotli>=1.2.0 ; platform_python_implementation == 'CPython' and extra == 'brotli'
+  - brotlicffi>=1.2.0.0 ; platform_python_implementation != 'CPython' and extra == 'brotli'
+  - h2>=4,<5 ; extra == 'h2'
+  - pysocks>=1.5.6,!=1.5.7,<2.0 ; extra == 'socks'
+  - backports-zstd>=1.0.0 ; python_full_version < '3.14' and extra == 'zstd'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/43/b7/add4363039a34506a58457d96d4aa2126061df3a143eb4d042aedd6a2e76/uuid_utils-0.14.1-cp39-abi3-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl
+  name: uuid-utils
+  version: 0.14.1
+  sha256: 93a3b5dc798a54a1feb693f2d1cb4cf08258c32ff05ae4929b5f0a2ca624a4f0
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/83/e4/d04a086285c20886c0daad0e026f250869201013d18f81d9ff5eada73a88/uvicorn-0.41.0-py3-none-any.whl
+  name: uvicorn
+  version: 0.41.0
+  sha256: 29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187
+  requires_dist:
+  - click>=7.0
+  - h11>=0.8
+  - typing-extensions>=4.0 ; python_full_version < '3.11'
+  - colorama>=0.4 ; sys_platform == 'win32' and extra == 'standard'
+  - httptools>=0.6.3 ; extra == 'standard'
+  - python-dotenv>=0.13 ; extra == 'standard'
+  - pyyaml>=5.1 ; extra == 'standard'
+  - uvloop>=0.15.1 ; platform_python_implementation != 'PyPy' and sys_platform != 'cygwin' and sys_platform != 'win32' and extra == 'standard'
+  - watchfiles>=0.20 ; extra == 'standard'
+  - websockets>=10.4 ; extra == 'standard'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/90/cd/b62bdeaa429758aee8de8b00ac0dd26593a9de93d302bff3d21439e9791d/uvloop-0.22.1-cp314-cp314-macosx_10_13_universal2.whl
+  name: uvloop
+  version: 0.22.1
+  sha256: 3879b88423ec7e97cd4eba2a443aa26ed4e59b45e6b76aabf13fe2f27023a142
+  requires_dist:
+  - aiohttp>=3.10.5 ; extra == 'test'
+  - flake8~=6.1 ; extra == 'test'
+  - psutil ; extra == 'test'
+  - pycodestyle~=2.11.0 ; extra == 'test'
+  - pyopenssl~=25.3.0 ; extra == 'test'
+  - mypy>=0.800 ; extra == 'test'
+  - setuptools>=60 ; extra == 'dev'
+  - cython~=3.0 ; extra == 'dev'
+  - sphinx~=4.1.2 ; extra == 'docs'
+  - sphinxcontrib-asyncio~=0.3.0 ; extra == 'docs'
+  - sphinx-rtd-theme~=0.5.2 ; extra == 'docs'
+  requires_python: '>=3.8.1'
+- pypi: https://files.pythonhosted.org/packages/29/d1/3f62e4f9577b28c352c11623a03fb916096d5c131303d4861b4914481b6b/virtualenv-21.0.0-py3-none-any.whl
+  name: virtualenv
+  version: 21.0.0
+  sha256: d44e70637402c7f4b10f48491c02a6397a3a187152a70cba0b6bc7642d69fb05
+  requires_dist:
+  - distlib>=0.3.7,<1
+  - filelock>=3.24.2,<4 ; python_full_version >= '3.10'
+  - filelock>=3.16.1,<=3.19.1 ; python_full_version < '3.10'
+  - importlib-metadata>=6.6 ; python_full_version < '3.8'
+  - platformdirs>=3.9.1,<5
+  - python-discovery>=1
+  - typing-extensions>=4.13.2 ; python_full_version < '3.11'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/db/7d/7f3d619e951c88ed75c6037b246ddcf2d322812ee8ea189be89511721d54/watchdog-6.0.0.tar.gz
+  name: watchdog
+  version: 6.0.0
+  sha256: 9ddf7c82fda3ae8e24decda1338ede66e1c99883db93711d8fb941eaa2d8c282
+  requires_dist:
+  - pyyaml>=3.10 ; extra == 'watchmedo'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/7b/22/16d5331eaed1cb107b873f6ae1b69e9ced582fcf0c59a50cd84f403b1c32/watchfiles-1.1.1-cp314-cp314-macosx_11_0_arm64.whl
+  name: watchfiles
+  version: 1.1.1
+  sha256: 39574d6370c4579d7f5d0ad940ce5b20db0e4117444e39b6d8f99db5676c52fd
+  requires_dist:
+  - anyio>=3.0.0
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
+  name: wcwidth
+  version: 0.6.0
+  sha256: 1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/bb/f4/d3c9220d818ee955ae390cf319a7c7a467beceb24f05ee7aaaa2414345ba/websockets-16.0-cp314-cp314-macosx_11_0_arm64.whl
+  name: websockets
+  version: '16.0'
+  sha256: fd3cb4adb94a2a6e2b7c0d8d05cb94e6f1c81a0cf9dc2694fb65c7e8d94c42e4
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/99/92/545eb2ca17fc0e05456728d7e4378bfee48d66433ae3b7e71948e46826fb/xarray-2026.2.0-py3-none-any.whl
+  name: xarray
+  version: 2026.2.0
+  sha256: e927d7d716ea71dea78a13417970850a640447d8dd2ceeb65c5687f6373837c9
+  requires_dist:
+  - numpy>=1.26
+  - packaging>=24.1
+  - pandas>=2.2
+  - scipy>=1.13 ; extra == 'accel'
+  - bottleneck ; extra == 'accel'
+  - numbagg>=0.8 ; extra == 'accel'
+  - numba>=0.62 ; extra == 'accel'
+  - flox>=0.9 ; extra == 'accel'
+  - opt-einsum ; extra == 'accel'
+  - xarray[accel,etc,io,parallel,viz] ; extra == 'complete'
+  - netcdf4>=1.6.0 ; extra == 'io'
+  - h5netcdf>=1.4.0 ; extra == 'io'
+  - pydap ; extra == 'io'
+  - scipy>=1.13 ; extra == 'io'
+  - zarr>=2.18 ; extra == 'io'
+  - fsspec ; extra == 'io'
+  - cftime ; extra == 'io'
+  - pooch ; extra == 'io'
+  - sparse>=0.15 ; extra == 'etc'
+  - dask[complete] ; extra == 'parallel'
+  - cartopy>=0.23 ; extra == 'viz'
+  - matplotlib>=3.8 ; extra == 'viz'
+  - nc-time-axis ; extra == 'viz'
+  - seaborn ; extra == 'viz'
+  - pandas-stubs ; extra == 'types'
+  - scipy-stubs ; extra == 'types'
+  - types-pyyaml ; extra == 'types'
+  - types-pygments ; extra == 'types'
+  - types-colorama ; extra == 'types'
+  - types-decorator ; extra == 'types'
+  - types-defusedxml ; extra == 'types'
+  - types-docutils ; extra == 'types'
+  - types-networkx ; extra == 'types'
+  - types-pexpect ; extra == 'types'
+  - types-psutil ; extra == 'types'
+  - types-pycurl ; extra == 'types'
+  - types-openpyxl ; extra == 'types'
+  - types-python-dateutil ; extra == 'types'
+  - types-pytz ; extra == 'types'
+  - types-requests ; extra == 'types'
+  - types-setuptools ; extra == 'types'
+  requires_python: '>=3.11'
+- pypi: https://files.pythonhosted.org/packages/18/d7/5dac2eb2ec75fd771957a13e5dda560efb2176d5203f39502a5fc571f899/xxhash-3.6.0-cp314-cp314-macosx_11_0_arm64.whl
+  name: xxhash
+  version: 3.6.0
+  sha256: a54844be970d3fc22630b32d515e79a90d0a3ddb2644d8d7402e3c4c8da61405
+  requires_python: '>=3.7'
+- pypi: https://files.pythonhosted.org/packages/44/15/bb13b4913ef95ad5448490821eee4671d0e67673342e4d4070854e5fe081/zarr-3.1.5-py3-none-any.whl
+  name: zarr
+  version: 3.1.5
+  sha256: 29cd905afb6235b94c09decda4258c888fcb79bb6c862ef7c0b8fe009b5c8563
+  requires_dist:
+  - donfig>=0.8
+  - google-crc32c>=1.5
+  - numcodecs>=0.14
+  - numpy>=1.26
+  - packaging>=22.0
+  - typing-extensions>=4.9
+  - typer ; extra == 'cli'
+  - astroid<4 ; extra == 'docs'
+  - griffe-inherited-docstrings ; extra == 'docs'
+  - markdown-exec[ansi] ; extra == 'docs'
+  - mike>=2.1.3 ; extra == 'docs'
+  - mkdocs-material[imaging]>=9.6.14 ; extra == 'docs'
+  - mkdocs-redirects>=1.2.0 ; extra == 'docs'
+  - mkdocs>=1.6.1 ; extra == 'docs'
+  - mkdocstrings-python>=1.16.10 ; extra == 'docs'
+  - mkdocstrings>=0.29.1 ; extra == 'docs'
+  - numcodecs[msgpack] ; extra == 'docs'
+  - pytest ; extra == 'docs'
+  - rich ; extra == 'docs'
+  - ruff ; extra == 'docs'
+  - s3fs>=2023.10.0 ; extra == 'docs'
+  - towncrier ; extra == 'docs'
+  - cupy-cuda12x ; extra == 'gpu'
+  - rich ; extra == 'optional'
+  - universal-pathlib ; extra == 'optional'
+  - fsspec>=2023.10.0 ; extra == 'remote'
+  - obstore>=0.5.1 ; extra == 'remote'
+  - botocore ; extra == 'remote-tests'
+  - fsspec>=2023.10.0 ; extra == 'remote-tests'
+  - moto[s3,server] ; extra == 'remote-tests'
+  - obstore>=0.5.1 ; extra == 'remote-tests'
+  - requests ; extra == 'remote-tests'
+  - s3fs>=2023.10.0 ; extra == 'remote-tests'
+  - coverage>=7.10 ; extra == 'test'
+  - hypothesis ; extra == 'test'
+  - mypy ; extra == 'test'
+  - numpydoc ; extra == 'test'
+  - packaging ; extra == 'test'
+  - pytest-accept ; extra == 'test'
+  - pytest-asyncio ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytest-xdist ; extra == 'test'
+  - pytest<8.4 ; extra == 'test'
+  - rich ; extra == 'test'
+  - tomlkit ; extra == 'test'
+  - uv ; extra == 'test'
+  requires_python: '>=3.11'
+- pypi: https://files.pythonhosted.org/packages/8d/09/d0a2a14fc3439c5f874042dca72a79c70a532090b7ba0003be73fee37ae2/zstandard-0.25.0-cp314-cp314-macosx_11_0_arm64.whl
+  name: zstandard
+  version: 0.25.0
+  sha256: 05df5136bc5a011f33cd25bc9f506e7426c0c9b3f9954f056831ce68f3b6689f
+  requires_dist:
+  - cffi~=1.17 ; python_full_version < '3.14' and platform_python_implementation != 'PyPy' and extra == 'cffi'
+  - cffi>=2.0.0b0 ; python_full_version >= '3.14' and platform_python_implementation != 'PyPy' and extra == 'cffi'
+  requires_python: '>=3.9'
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/zstd-1.5.7-hbf9d68e_6.conda
+  sha256: 9485ba49e8f47d2b597dd399e88f4802e100851b27c21d7525625b0b4025a5d9
+  md5: ab136e4c34e97f34fb621d2592a393d8
+  depends:
+  - __osx >=11.0
+  - libzlib >=1.3.1,<2.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  purls: []
+  size: 433413
+  timestamp: 1764777166076
diff --git a/plans/copernicus-backend-v2.md b/plans/copernicus-backend-v2.md
new file mode 100644
index 0000000..c535cd6
--- /dev/null
+++ b/plans/copernicus-backend-v2.md
@@ -0,0 +1,254 @@
+# Copernicus Marine Backend — Refined Plan (v2)
+
+MVP focus. **Replace ERA5 with Copernicus for now.** ERA5 files stay untouched but unwired.
+Multi-backend routing is the next step after this works.
+
+---
+
+## Current architecture (ERA5)
+
+### Module map
+
+```mermaid
+graph TD
+    subgraph "Entry points"
+        CLI[main.py]
+        Web[web/app.py]
+        MCP[server.py]
+    end
+
+    subgraph "tools/"
+        Reg["__init__.py<br/>get_all_tools()"]
+        E5T["era5.py<br/>era5_tool<br/>ERA5RetrievalArgs (Pydantic)"]
+        REPL["repl.py<br/>PythonREPLTool"]
+        RT["routing.py<br/>routing_tool"]
+        AG["analysis_guide.py<br/>analysis_guide_tool"]
+    end
+
+    subgraph "eurus/"
+        RET["retrieval.py<br/>retrieve_era5_data()"]
+        MEM["memory.py<br/>MemoryManager<br/>DatasetRecord<br/>SmartConversationMemory"]
+        CFG["config.py<br/>ERA5Variable<br/>GeographicRegion<br/>AgentConfig<br/>VARIABLE_ALIASES<br/>AGENT_SYSTEM_PROMPT"]
+    end
+
+    subgraph "External"
+        AL[("Arraylake / S3<br/>ERA5 Zarr store")]
+        DISK[("Local disk<br/>./data/*.zarr cache")]
+    end
+
+    CLI & Web & MCP --> Reg
+    Reg --> E5T & REPL & RT & AG
+    E5T --> RET
+    RET --> CFG
+    RET --> MEM
+    RET --> AL
+    RET --> DISK
+    MEM --> DISK
+```
+
+### Variable alias wiring (ERA5)
+
+`config.py` holds two structures:
+
+- **`ERA5_VARIABLES`** — `dict[short_name → ERA5Variable]`
+  Canonical catalog. `ERA5Variable` carries `short_name`, `long_name`, `units`, `description`, `category`, `typical_range`, `colormap`.
+
+- **`VARIABLE_ALIASES`** — `dict[friendly_name → short_name]`
+  e.g. `"sea_surface_temperature" → "sst"`, `"temperature" → "t2"`.
+
+`get_short_name(variable_id)` checks aliases first, then falls back to the main dict, then returns the input as-is.
+The Pydantic validator in `tools/era5.py` calls `get_short_name()` to normalise before the tool runs.
+The LLM itself never needs to know about aliases — the system prompt lists short names; the validator is just a safety net.
+
+### Sequence: user prompt → cached Zarr
+
+```mermaid
+sequenceDiagram
+    actor User
+    participant Agent as LangChain Agent
+    participant Tool as tools/era5.py
+    participant Ret as retrieval.py
+    participant AL as Arraylake (S3)
+    participant Disk as Local ./data/
+
+    User->>Agent: "Get SST for North Atlantic 2023"
+    Agent->>Tool: retrieve_era5_data(variable_id="sst", start="2023-01-01", ...)
+    Tool->>Tool: _auto_detect_query_type() → "temporal"
+    Tool->>Ret: _retrieve_era5_data(query_type="temporal", variable_id="sst", ...)
+    Ret->>Ret: read ARRAYLAKE_API_KEY from env
+    Ret->>Disk: exists era5_sst_temporal_20230101_20231231_north_atlantic.zarr?
+    alt Cache hit
+        Disk-->>Ret: yes
+        Ret-->>Agent: "CACHE HIT — Path: ./data/era5_sst_..."
+    else Cache miss
+        Ret->>AL: Client(token=api_key).get_repo("earthmover-public/era5-surface-aws")
+        AL-->>Ret: session.store
+        Ret->>AL: xr.open_dataset(session.store, engine="zarr", group="temporal")
+        AL-->>Ret: lazy xarray.Dataset
+        Ret->>Ret: .sel(time=..., latitude=..., longitude=...)
+        Ret->>Ret: .load()
+        Ret->>Disk: .to_zarr(local_path)
+        Ret->>Ret: memory.register_dataset(...)
+        Ret-->>Agent: "SUCCESS — Path: ./data/era5_sst_..."
+    end
+    Agent->>Tool: python_repl(...) — analyse / plot
+    Agent-->>User: response + plots
+```
+
+Key points:
+- **Credentials**: `ARRAYLAKE_API_KEY` read from env (checked explicitly; returns error string if missing)
+- **No query_type exposed to LLM** — auto-detected from time span × area
+- **Cache key** = deterministic filename from variable + dates + bounds; checked before any network call
+- **Return type**: always a plain string (success or error); no exceptions bubble up
+
+---
+
+## Where Copernicus slots in
+
+### Decision: flat file, not `backends/` subpackage
+
+ERA5 lives at `eurus/retrieval.py`. Copernicus should live at `eurus/copernicus.py` — same level, same pattern. A `backends/` subpackage adds indirection with no MVP benefit; can be refactored later if a third backend appears.
+
+### Updated module map (after adding Copernicus)
+
+```mermaid
+graph TD
+    subgraph "tools/"
+        Reg["__init__.py<br/>get_all_tools()"]
+        E5T["era5.py<br/>era5_tool"]
+        CMT["copernicus.py  ← NEW<br/>copernicus_tool"]
+        REPL["repl.py"]
+        RT["routing.py"]
+        AG["analysis_guide.py"]
+    end
+
+    subgraph "eurus/"
+        RET["retrieval.py<br/>retrieve_era5_data()"]
+        COP["copernicus.py  ← NEW<br/>COPERNICUS_CATALOG<br/>COPERNICUS_ALIASES<br/>retrieve_copernicus_data()"]
+        MEM["memory.py<br/>MemoryManager"]
+        CFG["config.py<br/>(unchanged for MVP)"]
+    end
+
+    subgraph "External"
+        AL[("Arraylake / S3<br/>ERA5")]
+        CMEMS[("Copernicus Marine<br/>GLORYS12 / DUACS / WAVERYS")]
+        DISK[("Local disk<br/>./data/*.zarr")]
+    end
+
+    Reg --> E5T & CMT & REPL & RT & AG
+    E5T --> RET --> AL
+    CMT --> COP --> CMEMS
+    RET & COP --> MEM
+    RET & COP --> DISK
+    RET --> CFG
+```
+
+---
+
+## Concrete decisions (from feedback)
+
+| Topic | Decision |
+|---|---|
+| Credentials | Assume `copernicusmarine login` already run → `~/.copernicusmarine` exists. No env-var check, no helpful error. Just let the toolbox fail naturally. |
+| `service=` kwarg | Auto-detected: `arco-time-series` when time>1d AND area<900sq°, else `arco-geo-series` (mirrors ERA5 temporal/spatial logic) |
+| Variable aliases | Local `COPERNICUS_ALIASES` dict inside `eurus/copernicus.py`; not mixed into `config.py` |
+| Depth/`my` vs `myint` | MVP: hardcode `my` dataset IDs only. `myint` fallback deferred. |
+| System prompt | Add a minimal Copernicus section to `AGENT_SYSTEM_PROMPT` in `config.py` before first test session |
+| `backends/` subpackage | No. Flat file: `eurus/copernicus.py` + `tools/copernicus.py` |
+
+---
+
+## Depth handling
+
+Only four GLORYS12 variables have a depth dimension: `thetao`, `so`, `uo`, `vo`.
+The tool exposes `depth_m: Optional[float] = None` (defaults to surface ≈ 0.5 m).
+
+The LLM learns the mapping from the **tool description string** and the **system prompt**:
+
+```
+depth_m: depth in metres (default None = surface, ~0.5 m).
+For bottom temperature use variable='bottomT' (no depth_m needed).
+For mixed-layer depth use variable='mlotst'.
+To average over the mixed layer: first retrieve mlotst, then retrieve
+thetao with depth_m spanning 0→mld and compute the mean in python_repl.
+```
+
+So "surface temperature" → `thetao`, `depth_m=None`
+"bottom temperature" → `bottomT`, `depth_m` ignored
+"mixed-layer salinity" → agent retrieves `mlotst` first, then `so`, averages in REPL
+
+---
+
+## Catalog (MVP)
+
+```python
+@dataclass(frozen=True)
+class CopernicusVariable:
+    dataset_id: str
+    var_name: str          # internal name in the CMEMS dataset
+    long_name: str
+    units: str
+    has_depth: bool = False
+```
+
+| key | dataset_id | var_name | has_depth | long_name |
+|---|---|---|---|---|
+| `thetao` | `cmems_mod_glo_phy_my_0.083deg_P1D-m` | `thetao` | yes | Sea water potential temperature |
+| `so` | same | `so` | yes | Sea water salinity |
+| `uo` | same | `uo` | yes | Eastward sea water velocity |
+| `vo` | same | `vo` | yes | Northward sea water velocity |
+| `zos` | same | `zos` | no | Sea surface height above geoid |
+| `mlotst` | same | `mlotst` | no | Mixed layer depth (sigma-theta) |
+| `siconc` | same | `siconc` | no | Sea ice area fraction |
+| `sithick` | same | `sithick` | no | Sea ice thickness |
+| `bottomT` | same | `bottomT` | no | Sea floor potential temperature |
+| `sla` | `cmems_obs-sl_glo_phy-ssh_my_allsat-l4-duacs-0.25deg_P1D` | `sla` | no | Sea level anomaly |
+| `adt` | same | `adt` | no | Absolute dynamic topography |
+| `ugos` | same | `ugos` | no | Geostrophic eastward velocity |
+| `vgos` | same | `vgos` | no | Geostrophic northward velocity |
+| `VHM0` | `cmems_mod_glo_wav_my_0.2deg_PT3H-i` | `VHM0` | no | Significant wave height |
+| `VMDR` | same | `VMDR` | no | Mean wave direction |
+| `VTM10` | same | `VTM10` | no | Mean wave period |
+
+Aliases in `COPERNICUS_ALIASES` (local to `eurus/copernicus.py`):
+`"temperature" → "thetao"`, `"salinity" → "so"`, `"sea_level" → "zos"`,
+`"wave_height" → "VHM0"`, `"mld" → "mlotst"`, `"sea_ice" → "siconc"`, etc.
+
+---
+
+## Files to create / modify
+
+### New (create)
+
+**`src/eurus/copernicus.py`**
+- `CopernicusVariable` dataclass, `COPERNICUS_CATALOG`, `COPERNICUS_ALIASES`
+- `generate_filename()` → `cmems_{var}_{start}_{end}_{region_tag}.zarr`
+- `retrieve_copernicus_data(variable_id, start_date, end_date, min/max lat/lon, depth_m, region)` → `str`
+  - Resolve alias → catalog lookup → `dataset_id`, `var_name`, `has_depth`
+  - Cache check (same pattern as `retrieval.py`)
+  - `cm.open_dataset(dataset_id=..., variables=[var_name], ..., service="arco")`
+  - If `has_depth`: pass `minimum_depth=depth_m or 0.5, maximum_depth=depth_m or 0.5`
+  - `.load()`, size guard, `.to_zarr()`, `memory.register_dataset()`, return success string
+  - No explicit credential check — let toolbox fail naturally
+
+**`src/eurus/tools/copernicus.py`**
+- `CopernicusRetrievalArgs` Pydantic schema
+- Thin wrapper → `retrieve_copernicus_data`
+- `copernicus_tool = StructuredTool.from_function(...)`
+
+### Modified
+
+**`src/eurus/tools/__init__.py`**
+- Replace `era5_tool` import with `copernicus_tool`; swap in `get_all_tools()`
+- ERA5 import left commented out for easy revert
+
+**`src/eurus/config.py`**
+- Replace ERA5 variable table in `AGENT_SYSTEM_PROMPT` with Copernicus variables + depth_m semantics
+- Keep everything else (regions, style rules, etc.) unchanged
+
+**`pyproject.toml`**
+- `[project.optional-dependencies]` → `copernicus = ["copernicusmarine>=1.0.0"]`
+
+### Untouched (kept, just unwired)
+
+`src/eurus/retrieval.py`, `src/eurus/tools/era5.py`
diff --git a/plans/copernicus-backend.md b/plans/copernicus-backend.md
new file mode 100644
index 0000000..a358141
--- /dev/null
+++ b/plans/copernicus-backend.md
@@ -0,0 +1,151 @@
+# Copernicus Marine Backend
+
+## Goal
+
+Add a second data retrieval backend using the [Copernicus Marine Toolbox](https://toolbox-docs.marine.copernicus.eu/en/stable/)
+(`copernicusmarine` pip package). This gives the agent access to CMEMS ocean
+reanalysis products (GLORYS12, DUACS altimetry, wave models, etc.) that are
+not in the Earthmover/ERA5 archive.
+
+_feedback_:
+
+---
+
+## How the toolbox works
+
+```python
+import copernicusmarine as cm
+
+ds = cm.open_dataset(
+    dataset_id="cmems_mod_glo_phy_my_0.083deg_P1D-m",
+    variables=["thetao", "so"],
+    minimum_longitude=-30.0,
+    maximum_longitude=10.0,
+    minimum_latitude=20.0,
+    maximum_latitude=60.0,
+    start_datetime="2020-01-01",
+    end_datetime="2020-12-31",
+    minimum_depth=0.5,
+    maximum_depth=0.5,   # surface only
+)
+# ds is a lazy xarray.Dataset — call .load() then .to_zarr() to cache
+```
+
+**Credentials** are resolved in order:
+1. Env vars `COPERNICUSMARINE_SERVICE_USERNAME` / `COPERNICUSMARINE_SERVICE_PASSWORD`
+2. Credentials file at `~/.copernicusmarine` (created by `cm.login()`)
+3. Explicit `username=` / `password=` params
+
+_feedback_:
+
+For now, just assume the user ran copernicusmarine login on their shell once.
+
+In the example aboce, note that chunking (set via service=) kwarg is essential to get problem-adapted chunking.
+
+---
+
+## Proposed hard-coded catalog
+
+The `dataset_id` is the only tricky part — we map user-friendly variable names
+to the right CMEMS product. For now, hard-code the catalog; `cm.describe()` can
+be added later for dynamic discovery.
+
+| User variable | `dataset_id` | Internal var | Has depth | Notes |
+|---|---|---|---|---|
+| `thetao` | `cmems_mod_glo_phy_my_0.083deg_P1D-m` | `thetao` | yes | GLORYS12 reanalysis |
+| `so` | same | `so` | yes | Salinity |
+| `uo` | same | `uo` | yes | Eastward current |
+| `vo` | same | `vo` | yes | Northward current |
+| `zos` | same | `zos` | no | Sea surface height |
+| `mlotst` | same | `mlotst` | no | Mixed layer depth |
+| `siconc` | same | `siconc` | no | Sea ice concentration |
+| `sithick` | same | `sithick` | no | Sea ice thickness |
+| `bottomT` | same | `bottomT` | no | Sea floor temperature |
+| `sla` | `cmems_obs-sl_glo_phy-ssh_my_allsat-l4-duacs-0.25deg_P1D` | `sla` | no | Altimetry SLA |
+| `adt` | same | `adt` | no | Absolute dynamic topo |
+| `ugos` | same | `ugos` | no | Geostrophic current E |
+| `vgos` | same | `vgos` | no | Geostrophic current N |
+| `VHM0` | `cmems_mod_glo_wav_my_0.2deg_PT3H-i` | `VHM0` | no | Significant wave height |
+| `VMDR` | same | `VMDR` | no | Mean wave direction |
+| `VTM10` | same | `VTM10` | no | Mean wave period |
+
+GLORYS12 covers 1993–present (with a ~1 month interim lag). DUACS covers
+1993–present. WAVERYS covers 1993–present.
+
+_feedback_:
+
+Good start. I just want to get an MVP up quickly.
+
+---
+
+## Files to create / modify
+
+### New files
+
+**`src/eurus/backends/__init__.py`** — empty package marker
+
+**`src/eurus/backends/copernicus.py`** — core retrieval:
+- `COPERNICUS_CATALOG` dataclass + dict (table above)
+- `generate_filename()` — `cmems_{var}_{start}_{end}_{region_tag}.zarr`
+- `retrieve_copernicus_data(variable_id, start_date, end_date, min/max lat/lon, depth_m, region)` → `str`
+  - Checks creds (`COPERNICUSMARINE_SERVICE_USERNAME` present)
+  - Looks up `variable_id` in catalog → gets `dataset_id`, internal var name
+  - Checks local Zarr cache (same pattern as ERA5)
+  - Calls `cm.open_dataset(...)`, selects nearest depth if `has_depth=True`
+  - Validates non-empty, checks size guard
+  - Saves to Zarr, registers in `MemoryManager`, returns success string
+
+**`src/eurus/tools/copernicus.py`** — LangChain StructuredTool:
+- `CopernicusRetrievalArgs` (Pydantic schema): `variable_id`, `start_date`, `end_date`, `min/max lat/lon`, `depth_m` (optional, default surface), `region` (optional)
+- Thin wrapper calling `retrieve_copernicus_data`
+- `copernicus_tool = StructuredTool.from_function(...)`
+
+### Modified files
+
+**`src/eurus/tools/__init__.py`**
+- Import `copernicus_tool`
+- Add it to `get_all_tools()` list (always enabled; graceful ImportError if `copernicusmarine` not installed)
+
+**`pyproject.toml`**
+- Add optional dep group `[project.optional-dependencies]` entry `copernicus = ["copernicusmarine>=1.0.0"]`
+
+**`src/eurus/config.py`** (minimal)
+- Possibly add `COPERNICUSMARINE_SERVICE_USERNAME` / `PASSWORD` to documented env vars (comment only)
+
+_feedback_:
+
+is backend submod really the way to go. How is era5 currently wired? And hos is arraylake wired? Let's look at structure of this first. --> Create some sequence diagram for what happens when a user prompts which highlights how credentials and arraylake are used? And let's create a flow chart or class diag or entity rel diag (whatever works best) for understanding modules? (mermaid.) Then we decide.
+
+---
+
+## Open questions / things to discuss
+
+1. **Depth handling** — default to surface (nearest to 0.5 m)? Or always require the user / agent to specify? Exposing `depth_m` as an optional tool param seems right; default `None` → surface.
+
+_feedback_:
+
+How's the LLM part wired to understand things like "surface temperature", "bottom temperature", "mixed-layer average oxygen" etc. ?
+
+2. **Interim dataset fallback** — GLORYS12 has two IDs: `my` (multi-year, stable reanalysis) and `myint` (interim, near-present, updated weekly). Should we automatically try `myint` if `my` returns empty data for recent dates? Or just document that `myint` is the variant to use for recent data and let the agent pick?
+
+_feedback_:
+
+Long term: Wire them together. They extend each other. For now, use my for first tests / MVP.
+
+3. **Variable aliases** — Add Copernicus vars to the existing `VARIABLE_ALIASES` in `config.py`, or keep a separate alias table in the backend? Separate is cleaner since they're a different namespace.
+
+_feedback_:
+
+Tell me how this is done for ERA currently first.
+
+4. **System prompt** — The `AGENT_SYSTEM_PROMPT` in `config.py` currently only mentions ERA5. We'll need to add a Copernicus section documenting available variables, the `retrieve_copernicus_data` tool, and the `depth_m` param. Defer until after wiring works?
+
+_feedback_:
+
+Adapt soon so we can test wiring in a real session. Note I don't want a good final desing of the internals. Quik / dirty MVP to see _that_ this works is fine.
+
+5. **Credential error message** — Should we surface a helpful URL to the Copernicus registration page when the creds env vars are missing?
+
+_feedback_:
+
+Just fail. See above.
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
index 76d00d9..f02a62f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -67,6 +67,9 @@ web = [
     "python-multipart>=0.0.6",
     "websockets>=12.0",
 ]
+copernicus = [
+    "copernicusmarine>=2.0.0",
+]
 dev = [
     "pytest>=7.0.0",
     "pytest-asyncio>=0.21.0",
@@ -146,3 +149,22 @@ exclude_lines = [
     "raise AssertionError",
     "raise NotImplementedError",
 ]
+
+[tool.pixi.workspace]
+channels = ["conda-forge"]
+platforms = ["osx-arm64"]
+
+[tool.pixi.pypi-dependencies]
+eurus = { path = ".", editable = true }
+
+[tool.pixi.environments]
+default = { solve-group = "default" }
+agent = { features = ["agent"], solve-group = "default" }
+copernicus = { features = ["copernicus"], solve-group = "default" }
+# Combined env for testing Copernicus backend via the agent
+test-copernicus = { features = ["agent", "copernicus"], solve-group = "default" }
+dev = { features = ["dev"], solve-group = "default" }
+docs = { features = ["docs"], solve-group = "default" }
+web = { features = ["web"], solve-group = "default" }
+
+[tool.pixi.tasks]
diff --git a/src/eurus/config.py b/src/eurus/config.py
index 44a983d..8f6122e 100644
--- a/src/eurus/config.py
+++ b/src/eurus/config.py
@@ -574,52 +574,48 @@ class AgentConfig:
 
 ## YOUR CAPABILITIES
 
-### 1. DATA RETRIEVAL: `retrieve_era5_data`
-Downloads ERA5 reanalysis data from Earthmover's cloud-optimized archive.
-
-**⚠️ STRICT QUERY TYPE RULE (WRONG = 10-100x SLOWER!):**
-┌─────────────────────────────────────────────────────────────────┐
-│ TEMPORAL: (time > 1 day) AND (area < 30°×30°)                   │
-│ SPATIAL:  (time ≤ 1 day) OR  (area ≥ 30°×30°)                   │
-└─────────────────────────────────────────────────────────────────┘
-
-**COORDINATES - USE ROUTE BOUNDING BOX:**
-- Latitude: -90 to 90
-- Longitude: Use values from route tool's bounding box DIRECTLY!
-  - For Europe/Atlantic: Use -10 to 15 (NOT 0 to 360!)
-  - For Pacific crossing dateline: Use 0-360 system
-  
-**⚠️ CRITICAL:** When `calculate_maritime_route` returns a bounding box,
-USE THOSE EXACT VALUES for min/max longitude. Do NOT convert to 0-360!
-
-**DATA AVAILABILITY:** 1975 to present (updated regularly)
-
-**Available Variables (22 total):**
-| Variable | Description | Units | Category |
-|----------|-------------|-------|----------|
-| sst | Sea Surface Temperature | K | Ocean |
-| t2 | 2m Air Temperature | K | Temperature |
-| d2 | 2m Dewpoint Temperature | K | Temperature |
-| skt | Skin Temperature | K | Surface |
-| u10 | 10m U-Wind (Eastward) | m/s | Wind |
-| v10 | 10m V-Wind (Northward) | m/s | Wind |
-| u100 | 100m U-Wind (Eastward) | m/s | Wind |
-| v100 | 100m V-Wind (Northward) | m/s | Wind |
-| sp | Surface Pressure | Pa | Pressure |
-| mslp | Mean Sea Level Pressure | Pa | Pressure |
-| blh | Boundary Layer Height | m | Atmosphere |
-| cape | Convective Available Potential Energy | J/kg | Atmosphere |
-| tcc | Total Cloud Cover | 0-1 | Cloud |
-| cp | Convective Precipitation | m | Precipitation |
-| lsp | Large-scale Precipitation | m | Precipitation |
-| tp | Total Precipitation | m | Precipitation |
-| ssr | Surface Net Solar Radiation | J/m² | Radiation |
-| ssrd | Surface Solar Radiation Downwards | J/m² | Radiation |
-| tcw | Total Column Water | kg/m² | Moisture |
-| tcwv | Total Column Water Vapour | kg/m² | Moisture |
-| sd | Snow Depth | m water eq. | Land |
-| stl1 | Soil Temperature Level 1 | K | Land |
-| swvl1 | Volumetric Soil Water Layer 1 | m³/m³ | Land |
+### 1. DATA RETRIEVAL: `retrieve_copernicus_data`
+Downloads ocean reanalysis / analysis data from the Copernicus Marine Service (CMEMS).
+Coverage: **1993–present**. Coordinates use **-180 to 180** longitude.
+
+**Available Variables:**
+
+GLORYS12 Global Ocean Physics Reanalysis (daily, 1/12° grid):
+| Variable | Description | Units | Notes |
+|----------|-------------|-------|-------|
+| thetao | Sea water potential temperature | °C | Has depth dimension |
+| so | Sea water salinity | PSU | Has depth dimension |
+| uo | Eastward current velocity | m/s | Has depth dimension |
+| vo | Northward current velocity | m/s | Has depth dimension |
+| zos | Sea surface height above geoid | m | Surface only |
+| mlotst | Mixed layer depth (sigma-theta) | m | Surface only |
+| siconc | Sea ice area fraction | 0-1 | Surface only |
+| sithick | Sea ice thickness | m | Surface only |
+| bottomT | Sea floor potential temperature | °C | Surface only |
+
+DUACS Altimetry — multi-mission merged (daily, 1/4° grid):
+| Variable | Description | Units |
+|----------|-------------|-------|
+| sla | Sea level anomaly | m |
+| adt | Absolute dynamic topography | m |
+| ugos | Geostrophic eastward velocity | m/s |
+| vgos | Geostrophic northward velocity | m/s |
+
+WAVERYS Wave Reanalysis (3-hourly, 1/5° grid):
+| Variable | Description | Units |
+|----------|-------------|-------|
+| VHM0 | Significant wave height | m |
+| VMDR | Mean wave direction | ° |
+| VTM10 | Mean wave period | s |
+
+**Depth handling (for thetao, so, uo, vo):**
+- `depth_m=None` → surface (~0.5 m) — use for "surface temperature", "SST"
+- `depth_m=200` → 200 m depth
+- For **bottom temperature**: use `variable='bottomT'` (no depth_m needed)
+- For **mixed-layer averages**: retrieve `mlotst` for the depth, then use `python_repl` to integrate
+
+**Common aliases accepted:** `temperature`, `salinity`, `mld`, `wave_height`,
+`sea_level`, `sea_ice`, `bottom_temperature`, `geostrophic_u`, `geostrophic_v`
 
 ### 2. CUSTOM ANALYSIS: `python_repl`
 Persistent Python kernel for custom analysis and visualization.
diff --git a/src/eurus/copernicus.py b/src/eurus/copernicus.py
new file mode 100644
index 0000000..3b99e13
--- /dev/null
+++ b/src/eurus/copernicus.py
@@ -0,0 +1,399 @@
+"""
+Copernicus Marine Data Retrieval
+=================================
+
+Retrieves ocean reanalysis / analysis data from the Copernicus Marine Service
+using the copernicusmarine Python toolbox.
+
+Credentials: assumes `copernicusmarine login` has been run once in the shell,
+which writes ~/.copernicusmarine. No explicit credential handling here.
+"""
+
+from __future__ import annotations
+
+import logging
+import os
+import shutil
+import time
+from dataclasses import dataclass
+from datetime import datetime
+from pathlib import Path
+from typing import Optional
+
+from eurus.config import get_data_dir, get_region
+from eurus.memory import get_memory
+
+logger = logging.getLogger(__name__)
+
+
+# =============================================================================
+# VARIABLE CATALOG
+# =============================================================================
+
+@dataclass(frozen=True)
+class CopernicusVariable:
+    dataset_id: str
+    var_name: str       # internal name inside the CMEMS dataset
+    long_name: str
+    units: str
+    has_depth: bool = False
+
+
+_GLORYS = "cmems_mod_glo_phy_my_0.083deg_P1D-m"
+_DUACS  = "cmems_obs-sl_glo_phy-ssh_my_allsat-l4-duacs-0.25deg_P1D"
+_WAVES  = "cmems_mod_glo_wav_my_0.2deg_PT3H-i"
+
+COPERNICUS_CATALOG: dict[str, CopernicusVariable] = {
+    # ── GLORYS12 physics reanalysis ────────────────────────────────────────
+    "thetao":  CopernicusVariable(_GLORYS, "thetao",  "Sea water potential temperature", "°C",    has_depth=True),
+    "so":      CopernicusVariable(_GLORYS, "so",      "Sea water salinity",               "PSU",   has_depth=True),
+    "uo":      CopernicusVariable(_GLORYS, "uo",      "Eastward sea water velocity",      "m/s",   has_depth=True),
+    "vo":      CopernicusVariable(_GLORYS, "vo",      "Northward sea water velocity",     "m/s",   has_depth=True),
+    "zos":     CopernicusVariable(_GLORYS, "zos",     "Sea surface height above geoid",   "m"),
+    "mlotst":  CopernicusVariable(_GLORYS, "mlotst",  "Mixed layer depth (sigma-theta)",  "m"),
+    "siconc":  CopernicusVariable(_GLORYS, "siconc",  "Sea ice area fraction",            "1"),
+    "sithick": CopernicusVariable(_GLORYS, "sithick", "Sea ice thickness",                "m"),
+    "bottomT": CopernicusVariable(_GLORYS, "bottomT", "Sea floor potential temperature",  "°C"),
+    # ── DUACS altimetry ────────────────────────────────────────────────────
+    "sla":     CopernicusVariable(_DUACS,  "sla",     "Sea level anomaly",                "m"),
+    "adt":     CopernicusVariable(_DUACS,  "adt",     "Absolute dynamic topography",      "m"),
+    "ugos":    CopernicusVariable(_DUACS,  "ugos",    "Geostrophic eastward velocity",    "m/s"),
+    "vgos":    CopernicusVariable(_DUACS,  "vgos",    "Geostrophic northward velocity",   "m/s"),
+    # ── WAVERYS wave reanalysis ────────────────────────────────────────────
+    "VHM0":    CopernicusVariable(_WAVES,  "VHM0",    "Significant wave height",          "m"),
+    "VMDR":    CopernicusVariable(_WAVES,  "VMDR",    "Mean wave direction",              "°"),
+    "VTM10":   CopernicusVariable(_WAVES,  "VTM10",   "Mean wave period",                 "s"),
+}
+
+COPERNICUS_ALIASES: dict[str, str] = {
+    # temperature
+    "temperature":               "thetao",
+    "ocean_temperature":         "thetao",
+    "sea_temperature":           "thetao",
+    "potential_temperature":     "thetao",
+    # salinity
+    "salinity":                  "so",
+    "ocean_salinity":            "so",
+    # currents
+    "u_current":                 "uo",
+    "v_current":                 "vo",
+    "eastward_velocity":         "uo",
+    "northward_velocity":        "vo",
+    # sea level
+    "sea_level":                 "zos",
+    "ssh":                       "zos",
+    "sea_surface_height":        "zos",
+    "sea_level_anomaly":         "sla",
+    "absolute_dynamic_topography": "adt",
+    # mixed layer
+    "mld":                       "mlotst",
+    "mixed_layer_depth":         "mlotst",
+    # sea ice
+    "sea_ice":                   "siconc",
+    "ice_concentration":         "siconc",
+    "ice_thickness":             "sithick",
+    # bottom
+    "bottom_temperature":        "bottomT",
+    # waves
+    "wave_height":               "VHM0",
+    "significant_wave_height":   "VHM0",
+    "wave_direction":            "VMDR",
+    "wave_period":               "VTM10",
+    # geostrophic
+    "geostrophic_u":             "ugos",
+    "geostrophic_v":             "vgos",
+}
+
+
+def resolve_variable(variable_id: str) -> Optional[CopernicusVariable]:
+    """Return CopernicusVariable for a user-supplied name (alias-aware)."""
+    key = COPERNICUS_ALIASES.get(variable_id.lower(), variable_id)
+    return COPERNICUS_CATALOG.get(key)
+
+
+def list_available_variables() -> str:
+    lines = ["Available Copernicus Marine Variables:", "=" * 60]
+    for key, v in COPERNICUS_CATALOG.items():
+        depth_tag = " [has depth]" if v.has_depth else ""
+        lines.append(f"  {key:10} | {v.long_name:42} | {v.units}{depth_tag}")
+    return "\n".join(lines)
+
+
+# =============================================================================
+# FILENAME HELPERS
+# =============================================================================
+
+def _fmt(value: float) -> str:
+    if abs(value) < 0.005:
+        value = 0.0
+    return f"{value:.2f}"
+
+
+def generate_filename(
+    variable: str,
+    start: str,
+    end: str,
+    min_latitude: float,
+    max_latitude: float,
+    min_longitude: float,
+    max_longitude: float,
+    depth_m: Optional[float],
+    region: Optional[str] = None,
+) -> str:
+    clean_var   = variable.replace("_", "").lower()
+    clean_start = start.replace("-", "")
+    clean_end   = end.replace("-", "")
+    depth_tag   = f"_d{depth_m:.0f}m" if depth_m is not None else "_fullcolumn"
+    if region:
+        geo_tag = region.lower()
+    else:
+        geo_tag = (
+            f"lat{_fmt(min_latitude)}_{_fmt(max_latitude)}"
+            f"_lon{_fmt(min_longitude)}_{_fmt(max_longitude)}"
+        )
+    return f"cmems_{clean_var}_{clean_start}_{clean_end}_{geo_tag}{depth_tag}.zarr"
+
+
+def format_file_size(size_bytes: int) -> str:
+    for unit in ["B", "KB", "MB", "GB"]:
+        if size_bytes < 1024:
+            return f"{size_bytes:.2f} {unit}"
+        size_bytes /= 1024
+    return f"{size_bytes:.2f} TB"
+
+
+# =============================================================================
+# RETRIEVAL
+# =============================================================================
+
+def retrieve_copernicus_data(
+    variable_id: str,
+    start_date: str,
+    end_date: str,
+    min_latitude: float = -90.0,
+    max_latitude: float = 90.0,
+    min_longitude: float = -180.0,
+    max_longitude: float = 180.0,
+    depth_m: Optional[float] = None,
+    region: Optional[str] = None,
+) -> str:
+    """
+    Retrieve Copernicus Marine data and cache it locally as Zarr.
+
+    Args:
+        variable_id:   Variable name or alias (e.g. "thetao", "temperature", "VHM0").
+        start_date:    YYYY-MM-DD
+        end_date:      YYYY-MM-DD
+        min_latitude:  Southern bound
+        max_latitude:  Northern bound
+        min_longitude: Western bound (-180 to 180)
+        max_longitude: Eastern bound (-180 to 180)
+        depth_m:       Depth in metres for 3-D variables (None = surface ~0.5 m).
+                       Ignored for variables without a depth dimension.
+        region:        Optional predefined region name (overrides lat/lon).
+
+    Returns:
+        Success message with local file path, or error string.
+    """
+    memory = get_memory()
+
+    # Dependency check
+    try:
+        import copernicusmarine as cm
+    except ImportError:
+        return (
+            "Error: 'copernicusmarine' is not installed.\n"
+            "Install with: pip install copernicusmarine"
+        )
+
+    try:
+        import xarray as xr
+    except ImportError:
+        return "Error: 'xarray' is not installed.\nInstall with: pip install xarray"
+
+    # Apply region bounds
+    region_tag = None
+    if region:
+        region_info = get_region(region)
+        if region_info:
+            min_latitude  = region_info.min_lat
+            max_latitude  = region_info.max_lat
+            # Regions are stored in 0-360; convert to -180/180 for Copernicus
+            min_longitude = region_info.min_lon if region_info.min_lon <= 180 else region_info.min_lon - 360
+            max_longitude = region_info.max_lon if region_info.max_lon <= 180 else region_info.max_lon - 360
+            region_tag    = region.lower()
+            logger.info("Using region '%s'", region)
+        else:
+            logger.warning("Unknown region '%s', using provided coordinates", region)
+
+    # Resolve variable
+    var_info = resolve_variable(variable_id)
+    if var_info is None:
+        return (
+            f"Error: Variable '{variable_id}' not found in Copernicus catalog.\n\n"
+            f"{list_available_variables()}"
+        )
+    var_key = COPERNICUS_ALIASES.get(variable_id.lower(), variable_id)
+
+    # Depth only applies to 3-D variables
+    effective_depth = depth_m if var_info.has_depth else None
+
+    # Cache check
+    output_dir = get_data_dir()
+    filename   = generate_filename(
+        var_key, start_date, end_date,
+        min_latitude, max_latitude,
+        min_longitude, max_longitude,
+        effective_depth, region_tag,
+    )
+    local_path = str(output_dir / filename)
+
+    if os.path.exists(local_path):
+        existing = memory.get_dataset(local_path)
+        if existing:
+            logger.info("Cache hit: %s", local_path)
+            return (
+                f"CACHE HIT - Data already downloaded\n"
+                f"  Variable: {var_key} ({var_info.long_name})\n"
+                f"  Period: {existing.start_date} to {existing.end_date}\n"
+                f"  Path: {local_path}\n\n"
+                f"Load with: ds = xr.open_dataset('{local_path}', engine='zarr')"
+            )
+        else:
+            try:
+                file_size = sum(f.stat().st_size for f in Path(local_path).rglob("*") if f.is_file())
+                memory.register_dataset(
+                    path=local_path,
+                    variable=var_key,
+                    query_type="copernicus",
+                    start_date=start_date,
+                    end_date=end_date,
+                    lat_bounds=(min_latitude, max_latitude),
+                    lon_bounds=(min_longitude, max_longitude),
+                    file_size_bytes=file_size,
+                )
+            except Exception as exc:
+                logger.warning("Could not register existing dataset: %s", exc)
+            return (
+                f"CACHE HIT - Found existing data\n"
+                f"  Variable: {var_key}\n"
+                f"  Path: {local_path}\n\n"
+                f"Load with: ds = xr.open_dataset('{local_path}', engine='zarr')"
+            )
+
+    # Choose service based on query shape (mirrors ERA5 temporal/spatial logic)
+    req_start = datetime.strptime(start_date, "%Y-%m-%d")
+    req_end   = datetime.strptime(end_date,   "%Y-%m-%d")
+    time_days = (req_end - req_start).days + 1
+    area      = abs(max_latitude - min_latitude) * abs(max_longitude - min_longitude)
+    service   = "arco-time-series" if (time_days > 1 and area < 900) else "arco-geo-series"
+    logger.info("Auto-selected service=%s (time=%dd, area=%.0f sq°)", service, time_days, area)
+
+    # Build open_dataset kwargs
+    kwargs: dict = dict(
+        dataset_id        = var_info.dataset_id,
+        variables         = [var_info.var_name],
+        minimum_longitude = min_longitude,
+        maximum_longitude = max_longitude,
+        minimum_latitude  = min_latitude,
+        maximum_latitude  = max_latitude,
+        start_datetime    = start_date,
+        end_datetime      = end_date,
+        service           = service,
+    )
+    if var_info.has_depth and effective_depth is not None:
+        kwargs["minimum_depth"] = effective_depth
+        kwargs["maximum_depth"] = effective_depth
+
+    # Download with retry
+    for attempt in range(3):
+        try:
+            logger.info("Connecting to Copernicus Marine (attempt %d)...", attempt + 1)
+            ds = cm.open_dataset(**kwargs)
+
+            # Validate non-empty
+            if ds.dims.get("time", 0) == 0:
+                return (
+                    f"Error: No data returned for the requested time range "
+                    f"({start_date} to {end_date}).\n"
+                    f"Check data availability for dataset '{var_info.dataset_id}'."
+                )
+
+            # Size guard
+            import numpy as np  # noqa: F401 (ensure numpy available in scope)
+            estimated_gb = ds.nbytes / (1024 ** 3)
+            if estimated_gb > 15.0:
+                return (
+                    f"Error: Estimated download size ({estimated_gb:.1f} GB) exceeds the 15 GB limit.\n"
+                    f"Try narrowing the time range or spatial area."
+                )
+            if estimated_gb > 1.0:
+                logger.info("Large download (%.1f GB) — this may take a while...", estimated_gb)
+
+            # Clear encoding, add metadata
+            for var in ds.variables:
+                ds[var].encoding = {}
+            ds.attrs["source"]        = f"Copernicus Marine Service — {var_info.dataset_id}"
+            ds.attrs["download_date"] = datetime.now().isoformat()
+            if var_info.has_depth and effective_depth is not None:
+                ds.attrs["depth_m"] = effective_depth
+
+            # Save
+            if os.path.exists(local_path):
+                shutil.rmtree(local_path)
+
+            logger.info("Saving to %s ...", local_path)
+            t0 = time.time()
+            ds.to_zarr(local_path, mode="w", consolidated=True)
+            elapsed = time.time() - t0
+
+            file_size = sum(f.stat().st_size for f in Path(local_path).rglob("*") if f.is_file())
+            shape     = tuple(ds[var_info.var_name].shape)
+
+            memory.register_dataset(
+                path           = local_path,
+                variable       = var_key,
+                query_type     = "copernicus",
+                start_date     = start_date,
+                end_date       = end_date,
+                lat_bounds     = (min_latitude, max_latitude),
+                lon_bounds     = (min_longitude, max_longitude),
+                file_size_bytes= file_size,
+                shape          = shape,
+            )
+
+            result = (
+                f"SUCCESS - Data downloaded\n{'=' * 50}\n"
+                f"  Variable: {var_key} ({var_info.long_name})\n"
+                f"  Units:    {var_info.units}\n"
+                f"  Period:   {start_date} to {end_date}\n"
+                f"  Shape:    {shape}\n"
+                f"  Size:     {format_file_size(file_size)}\n"
+                f"  Time:     {elapsed:.1f}s\n"
+                f"  Path:     {local_path}\n"
+                f"{'=' * 50}\n\n"
+                f"Load with:\n"
+                f"  ds = xr.open_dataset('{local_path}', engine='zarr')"
+            )
+            return result
+
+        except Exception as exc:
+            logger.error("Attempt %d failed: %s", attempt + 1, exc)
+            if os.path.exists(local_path):
+                shutil.rmtree(local_path, ignore_errors=True)
+            if attempt < 2:
+                wait = 2.0 * (2 ** attempt)
+                logger.info("Retrying in %.1fs...", wait)
+                time.sleep(wait)
+            else:
+                return (
+                    f"Error: Failed after 3 attempts.\n"
+                    f"Last error: {exc}\n\n"
+                    f"Troubleshooting:\n"
+                    f"1. Run 'copernicusmarine login' in your shell if not done already\n"
+                    f"2. Check your internet connection\n"
+                    f"3. Try a smaller date range or region\n"
+                    f"4. Verify variable '{var_key}' is available for dataset '{var_info.dataset_id}'"
+                )
+
+    return "Error: Unexpected failure in retrieval logic."
diff --git a/src/eurus/logging_config.py b/src/eurus/logging_config.py
index 1c27119..67473d5 100644
--- a/src/eurus/logging_config.py
+++ b/src/eurus/logging_config.py
@@ -66,13 +66,6 @@ def setup_logging(mode: str = "web", level: int = logging.DEBUG) -> logging.Logg
     console_handler.setFormatter(console_formatter)
     root_logger.addHandler(console_handler)
     
-    # Log startup info
-    logger = logging.getLogger("eurus.logging")
-    logger.info(f"=" * 80)
-    logger.info(f"EURUS {mode.upper()} STARTING")
-    logger.info(f"Log file: {log_file}")
-    logger.info(f"=" * 80)
-    
     # Reduce noise from external libraries
     logging.getLogger("httpx").setLevel(logging.WARNING)
     logging.getLogger("httpcore").setLevel(logging.WARNING)
diff --git a/src/eurus/tools/__init__.py b/src/eurus/tools/__init__.py
index 1c06fd2..250acf4 100644
--- a/src/eurus/tools/__init__.py
+++ b/src/eurus/tools/__init__.py
@@ -14,7 +14,8 @@
 from langchain_core.tools import BaseTool
 
 # Import core tools
-from .era5 import era5_tool
+# from .era5 import era5_tool  # ERA5/Arraylake backend (unwired for Copernicus MVP)
+from .copernicus import copernicus_tool
 from .repl import PythonREPLTool
 from .routing import routing_tool
 from .analysis_guide import analysis_guide_tool, visualization_guide_tool
@@ -43,7 +44,7 @@ def get_all_tools(
     """
     # Core tools: data retrieval + Python analysis
     tools = [
-        era5_tool,
+        copernicus_tool,
         PythonREPLTool(working_dir=".")
     ]
 
@@ -57,7 +58,7 @@ def get_all_tools(
         if HAS_ROUTING_DEPS:
             tools.append(routing_tool)
         else:
-            print("WARNING: Routing tools requested but dependencies (scgraph) are missing.")
+            pass  # scgraph not installed; routing silently unavailable
 
     return tools
 
diff --git a/src/eurus/tools/copernicus.py b/src/eurus/tools/copernicus.py
new file mode 100644
index 0000000..d77be65
--- /dev/null
+++ b/src/eurus/tools/copernicus.py
@@ -0,0 +1,121 @@
+"""
+Copernicus Marine Retrieval Tool (LangChain wrapper)
+=====================================================
+Thin wrapper over eurus.copernicus.retrieve_copernicus_data.
+"""
+
+from __future__ import annotations
+
+import logging
+from datetime import datetime
+from typing import Optional
+
+from pydantic import BaseModel, Field, field_validator
+from langchain_core.tools import StructuredTool
+
+from ..copernicus import retrieve_copernicus_data as _retrieve, list_available_variables
+
+logger = logging.getLogger(__name__)
+
+
+class CopernicusRetrievalArgs(BaseModel):
+    variable_id: str = Field(
+        description=(
+            "Copernicus Marine variable. Available variables:\n"
+            "GLORYS12 reanalysis (1993-present, daily):\n"
+            "  thetao  — Sea water potential temperature (°C) [has depth]\n"
+            "  so      — Sea water salinity (PSU) [has depth]\n"
+            "  uo      — Eastward current (m/s) [has depth]\n"
+            "  vo      — Northward current (m/s) [has depth]\n"
+            "  zos     — Sea surface height (m)\n"
+            "  mlotst  — Mixed layer depth (m)\n"
+            "  siconc  — Sea ice concentration (0-1)\n"
+            "  sithick — Sea ice thickness (m)\n"
+            "  bottomT — Sea floor temperature (°C)\n"
+            "DUACS altimetry (1993-present, daily):\n"
+            "  sla  — Sea level anomaly (m)\n"
+            "  adt  — Absolute dynamic topography (m)\n"
+            "  ugos — Geostrophic eastward velocity (m/s)\n"
+            "  vgos — Geostrophic northward velocity (m/s)\n"
+            "WAVERYS waves (1993-present, 3-hourly):\n"
+            "  VHM0  — Significant wave height (m)\n"
+            "  VMDR  — Mean wave direction (°)\n"
+            "  VTM10 — Mean wave period (s)\n"
+            "Common aliases accepted: 'temperature', 'salinity', 'mld', "
+            "'wave_height', 'sea_level', 'sea_ice', 'bottom_temperature'."
+        )
+    )
+
+    start_date: str = Field(description="Start date YYYY-MM-DD (data available from 1993-01-01)")
+    end_date:   str = Field(description="End date YYYY-MM-DD")
+
+    min_latitude:  float = Field(ge=-90.0,  le=90.0,  description="Southern bound (-90 to 90)")
+    max_latitude:  float = Field(ge=-90.0,  le=90.0,  description="Northern bound (-90 to 90)")
+    min_longitude: float = Field(ge=-180.0, le=180.0, description="Western bound (-180 to 180)")
+    max_longitude: float = Field(ge=-180.0, le=180.0, description="Eastern bound (-180 to 180)")
+
+    depth_m: Optional[float] = Field(
+        default=None,
+        ge=0.0,
+        description=(
+            "Depth in metres for 3-D variables (thetao, so, uo, vo). "
+            "None = full water column (all depth levels). "
+            "Use 0.5 to retrieve only the surface layer (~0.5 m). "
+            "Ignored for 2-D variables. "
+            "For bottom temperature use variable='bottomT' instead. "
+            "For mixed-layer averages retrieve mlotst first, then use python_repl."
+        )
+    )
+
+    region: Optional[str] = Field(
+        default=None,
+        description="Optional predefined region name (overrides lat/lon). E.g. 'north_atlantic', 'mediterranean'."
+    )
+
+    @field_validator("start_date", "end_date")
+    @classmethod
+    def validate_date(cls, v: str) -> str:
+        try:
+            datetime.strptime(v, "%Y-%m-%d")
+        except ValueError:
+            raise ValueError(f"Date must be YYYY-MM-DD, got: {v}")
+        return v
+
+
+def _run(
+    variable_id: str,
+    start_date: str,
+    end_date: str,
+    min_latitude: float,
+    max_latitude: float,
+    min_longitude: float,
+    max_longitude: float,
+    depth_m: Optional[float] = None,
+    region: Optional[str] = None,
+) -> str:
+    return _retrieve(
+        variable_id   = variable_id,
+        start_date    = start_date,
+        end_date      = end_date,
+        min_latitude  = min_latitude,
+        max_latitude  = max_latitude,
+        min_longitude = min_longitude,
+        max_longitude = max_longitude,
+        depth_m       = depth_m,
+        region        = region,
+    )
+
+
+copernicus_tool = StructuredTool.from_function(
+    func        = _run,
+    name        = "retrieve_copernicus_data",
+    description = (
+        "Retrieve ocean reanalysis / analysis data from the Copernicus Marine Service (CMEMS).\n\n"
+        "Covers 1993-present. Datasets: GLORYS12 physics reanalysis, DUACS altimetry, WAVERYS waves.\n\n"
+        "Provide variable_id, date range, and bounding box. "
+        "For depth variables (thetao, so, uo, vo): depth_m=None retrieves the full water column; "
+        "use depth_m=0.5 for surface only, or specify a depth in metres for a single level. "
+        "Returns local Zarr file path. Load with: xr.open_dataset('PATH', engine='zarr')"
+    ),
+    args_schema = CopernicusRetrievalArgs,
+)