diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index b3634dd..4591eea 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -75,11 +75,11 @@ jobs: MPLBACKEND: Agg # https://github.com/orgs/community/discussions/26434 - name: Create test reports directory - if: matrix.pytest && matrix.os == 'ubuntu-latest' && matrix.python-version == '3.13' + if: matrix.pytest && matrix.os == 'ubuntu-latest' && matrix.python-version == '3.10' && matrix.resolution == 'highest' run: mkdir -p ./test-reports - name: Upload coverage reports - if: matrix.pytest && matrix.os == 'ubuntu-latest' && matrix.python-version == '3.13' + if: matrix.pytest && matrix.os == 'ubuntu-latest' && matrix.python-version == '3.10' && matrix.resolution == 'highest' uses: actions/upload-artifact@b4b15b8c7c6ac21ea08fcf65892d2ee8f75cf882 # v4.4.3 with: name: coverage-reports @@ -126,7 +126,7 @@ jobs: cat > sonar-project.properties << EOF sonar.projectKey=${SONAR_PROJECT_KEY} sonar.language=py - sonar.python.version=3.13 + sonar.python.version=3.10 sonar.sources=./src sonar.tests=./tests sonar.python.coverage.reportPaths=./test-reports/coverage.xml diff --git a/.python-version b/.python-version index 7eebfaf..f555c18 100644 --- a/.python-version +++ b/.python-version @@ -1 +1 @@ -3.12.11 +3.10.18 diff --git a/README.md b/README.md index 230a72c..6359913 100644 --- a/README.md +++ b/README.md @@ -1,14 +1,12 @@ - - - # geopins + [![PyPI Version](https://img.shields.io/pypi/v/geopins.svg)]() [![uv](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/uv/main/assets/badge/v0.json)](https://github.com/astral-sh/uv) [![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ruff/main/assets/badge/v2.json)](https://github.com/astral-sh/ruff) [![usethis](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/usethis-python/usethis-python/main/assets/badge/v1.json)](https://github.com/usethis-python/usethis-python) -Geospatial support for the [Python pins package](https://github.com/rstudio/pins-python). +The geopins package provides geospatial support for the [Python pins package](https://github.com/rstudio/pins-python). The package publishes data, models, and other Python objects, making it easy to share them across projects and with your colleagues. With `geopins`, there is support for geospatial datatypes (e.g. `geopandas.GeoDatFrame`, and `rastr.Raster`) and filetypes (e.g. `GeoPackage`, and `GeoTIFF`), fully compatible with your existing pins boards. ## Installation @@ -20,6 +18,36 @@ uv add geopins pip install geopins ``` +## Quick Start + +```python +from pins import board_local + +# Patch pins to support geospatial data +import geopins +geopins.patch() + +# Define any pins board as usual +b = board_local() + +# Save a GeoDataFrame +import geopandas as gpd +gdf = b.pin_write( + gpd.GeoDataFrame({"x": [1, 2, 3]}, geometry=gpd.points_from_xy([1, 2, 3], [4, 5, 6])), + "gdf_example", +) + +# Read it back +gdf = b.pin_read("gdf_example") + +# Save a raster +from rastr.raster import Raster +b.pin_write(Raster.example(), "raster_example") + +# Read it back +raster = b.pin_read("raster_example") +``` + ## Contributing See the diff --git a/pyproject.toml b/pyproject.toml index 190a77c..4243c8c 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -29,6 +29,10 @@ classifiers = [ ] dynamic = [ "urls", "version" ] dependencies = [ + "geopandas>=1.1.1", + "pins>=0.9.1", + "pyarrow>=21.0.0", + "rastr>=0.6.0", ] [dependency-groups] @@ -56,6 +60,7 @@ dev = [ test = [ "coverage[toml]>=7.10.1", "detect-test-pollution>=1.2.0", + "pandas>=2.3.3", "pytest>=8.4.1", "pytest-cov>=6.2.1", "pytest-emoji>=0.2.0", @@ -170,16 +175,6 @@ lint.per-file-ignores."tests/**/*.py" = [ ] lint.allowed-confusables = [ "ℹ", "–", "σ" ] lint.flake8-tidy-imports.banned-api."pytz".msg = "'zoneinfo' should be preferred to 'pytz' when using Python 3.9 and later, see https://tonkintaylor-sonarqube.azurewebsites.net/coding_rules?open=python%3AS6890&rule_key=python%3AS6890" -lint.flake8-tidy-imports.banned-module-level-imports = [ - "branca", - "folium", - "geopandas", - "matplotlib", - "mpl_toolkits", - "pandas", - "scipy", - "tqdm", -] lint.flake8-type-checking.quote-annotations = true lint.flake8-type-checking.runtime-evaluated-base-classes = [ "pydantic.BaseModel" ] @@ -193,6 +188,8 @@ ignore-words-list = [ "..." ] [tool.deptry] extend_exclude = [ "src/notebooks", "src/scripts", "src/archive" ] experimental_namespace_package = true +[tool.deptry.per_rule_ignores] +DEP002 = [ "pyarrow" ] [tool.pyproject-fmt] keep_full_version = true @@ -249,7 +246,14 @@ root_packages = [ "geopins" ] [[tool.importlinter.contracts]] name = "geopins" type = "layers" -layers = [ ] +layers = [ "patch_", "boards", "drivers", "meta", "filetypes | interfaces" ] containers = [ "geopins" ] exhaustive = true exhaustive_ignores = [ "_version" ] + +[[tool.importlinter.contracts]] +name = "geopins.drivers" +type = "layers" +layers = [ "gdf | raster", "exceptions | infer" ] +containers = [ "geopins.drivers" ] +exhaustive = true diff --git a/requirements.txt b/requirements.txt index 6902737..7085e75 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,3 +1,1688 @@ # This file was autogenerated by uv via the following command: # uv export --frozen --offline --no-default-groups -o=requirements.txt -e . +affine==2.4.0 \ + --hash=sha256:8a3df80e2b2378aef598a83c1392efd47967afec4242021a0b06b4c7cbc61a92 \ + --hash=sha256:a24d818d6a836c131976d22f8c27b8d3ca32d0af64c1d8d29deb7bafa4da1eea + # via + # rasterio + # rastr +annotated-types==0.7.0 \ + --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \ + --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89 + # via pydantic +appdirs==1.4.4 \ + --hash=sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41 \ + --hash=sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128 + # via pins +attrs==25.4.0 \ + --hash=sha256:16d5969b87f0859ef33a48b35d55ac1be6e42ae49d5e853b597db70c35c57e11 \ + --hash=sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373 + # via rasterio +branca==0.8.2 \ + --hash=sha256:2ebaef3983e3312733c1ae2b793b0a8ba3e1c4edeb7598e10328505280cf2f7c \ + --hash=sha256:e5040f4c286e973658c27de9225c1a5a7356dd0702a7c8d84c0f0dfbde388fe7 + # via + # folium + # rastr +certifi==2025.10.5 \ + --hash=sha256:0f212c2744a9bb6de0c56639a6f68afe01ecd92d91f14ae897c4fe7bbeeef0de \ + --hash=sha256:47c09d31ccf2acf0be3f701ea53595ee7e0b8fa08801c6624be771df09ae7b43 + # via + # pyogrio + # pyproj + # rasterio + # requests +charset-normalizer==3.4.4 \ + --hash=sha256:027f6de494925c0ab2a55eab46ae5129951638a49a34d87f4c3eda90f696b4ad \ + --hash=sha256:077fbb858e903c73f6c9db43374fd213b0b6a778106bc7032446a8e8b5b38b93 \ + --hash=sha256:0a98e6759f854bd25a58a73fa88833fba3b7c491169f86ce1180c948ab3fd394 \ + --hash=sha256:0d3d8f15c07f86e9ff82319b3d9ef6f4bf907608f53fe9d92b28ea9ae3d1fd89 \ + --hash=sha256:11d694519d7f29d6cd09f6ac70028dba10f92f6cdd059096db198c283794ac86 \ + --hash=sha256:21d142cc6c0ec30d2efee5068ca36c128a30b0f2c53c1c07bd78cb6bc1d3be5f \ + --hash=sha256:2437418e20515acec67d86e12bf70056a33abdacb5cb1655042f6538d6b085a8 \ + --hash=sha256:244bfb999c71b35de57821b8ea746b24e863398194a4014e4c76adc2bbdfeff0 \ + --hash=sha256:277e970e750505ed74c832b4bf75dac7476262ee2a013f5574dd49075879e161 \ + --hash=sha256:2b7d8f6c26245217bd2ad053761201e9f9680f8ce52f0fcd8d0755aeae5b2152 \ + --hash=sha256:3162d5d8ce1bb98dd51af660f2121c55d0fa541b46dff7bb9b9f86ea1d87de72 \ + --hash=sha256:31fd66405eaf47bb62e8cd575dc621c56c668f27d46a61d975a249930dd5e2a4 \ + --hash=sha256:362d61fd13843997c1c446760ef36f240cf81d3ebf74ac62652aebaf7838561e \ + --hash=sha256:376bec83a63b8021bb5c8ea75e21c4ccb86e7e45ca4eb81146091b56599b80c3 \ + --hash=sha256:47cc91b2f4dd2833fddaedd2893006b0106129d4b94fdb6af1f4ce5a9965577c \ + --hash=sha256:4bd5d4137d500351a30687c2d3971758aac9a19208fc110ccb9d7188fbe709e8 \ + --hash=sha256:542d2cee80be6f80247095cc36c418f7bddd14f4a6de45af91dfad36d817bba2 \ + --hash=sha256:554af85e960429cf30784dd47447d5125aaa3b99a6f0683589dbd27e2f45da44 \ + --hash=sha256:5833d2c39d8896e4e19b689ffc198f08ea58116bee26dea51e362ecc7cd3ed26 \ + --hash=sha256:5ae497466c7901d54b639cf42d5b8c1b6a4fead55215500d2f486d34db48d016 \ + --hash=sha256:5bd2293095d766545ec1a8f612559f6b40abc0eb18bb2f5d1171872d34036ede \ + --hash=sha256:5bfbb1b9acf3334612667b61bd3002196fe2a1eb4dd74d247e0f2a4d50ec9bbf \ + --hash=sha256:5dbe56a36425d26d6cfb40ce79c314a2e4dd6211d51d6d2191c00bed34f354cc \ + --hash=sha256:5f819d5fe9234f9f82d75bdfa9aef3a3d72c4d24a6e57aeaebba32a704553aa0 \ + --hash=sha256:64b55f9dce520635f018f907ff1b0df1fdc31f2795a922fb49dd14fbcdf48c84 \ + --hash=sha256:6515f3182dbe4ea06ced2d9e8666d97b46ef4c75e326b79bb624110f122551db \ + --hash=sha256:65e2befcd84bc6f37095f5961e68a6f077bf44946771354a28ad434c2cce0ae1 \ + --hash=sha256:6b39f987ae8ccdf0d2642338faf2abb1862340facc796048b604ef14919e55ed \ + --hash=sha256:6e1fcf0720908f200cd21aa4e6750a48ff6ce4afe7ff5a79a90d5ed8a08296f8 \ + --hash=sha256:74018750915ee7ad843a774364e13a3db91682f26142baddf775342c3f5b1133 \ + --hash=sha256:74664978bb272435107de04e36db5a9735e78232b85b77d45cfb38f758efd33e \ + --hash=sha256:74bb723680f9f7a6234dcf67aea57e708ec1fbdf5699fb91dfd6f511b0a320ef \ + --hash=sha256:752944c7ffbfdd10c074dc58ec2d5a8a4cd9493b314d367c14d24c17684ddd14 \ + --hash=sha256:780236ac706e66881f3b7f2f32dfe90507a09e67d1d454c762cf642e6e1586e0 \ + --hash=sha256:798d75d81754988d2565bff1b97ba5a44411867c0cf32b77a7e8f8d84796b10d \ + --hash=sha256:799a7a5e4fb2d5898c60b640fd4981d6a25f1c11790935a44ce38c54e985f828 \ + --hash=sha256:7a32c560861a02ff789ad905a2fe94e3f840803362c84fecf1851cb4cf3dc37f \ + --hash=sha256:81d5eb2a312700f4ecaa977a8235b634ce853200e828fbadf3a9c50bab278328 \ + --hash=sha256:82004af6c302b5d3ab2cfc4cc5f29db16123b1a8417f2e25f9066f91d4411090 \ + --hash=sha256:840c25fb618a231545cbab0564a799f101b63b9901f2569faecd6b222ac72381 \ + --hash=sha256:8a6562c3700cce886c5be75ade4a5db4214fda19fede41d9792d100288d8f94c \ + --hash=sha256:8af65f14dc14a79b924524b1e7fffe304517b2bff5a58bf64f30b98bbc5079eb \ + --hash=sha256:8ef3c867360f88ac904fd3f5e1f902f13307af9052646963ee08ff4f131adafc \ + --hash=sha256:94537985111c35f28720e43603b8e7b43a6ecfb2ce1d3058bbe955b73404e21a \ + --hash=sha256:99ae2cffebb06e6c22bdc25801d7b30f503cc87dbd283479e7b606f70aff57ec \ + --hash=sha256:9a26f18905b8dd5d685d6d07b0cdf98a79f3c7a918906af7cc143ea2e164c8bc \ + --hash=sha256:9b35f4c90079ff2e2edc5b26c0c77925e5d2d255c42c74fdb70fb49b172726ac \ + --hash=sha256:9cd98cdc06614a2f768d2b7286d66805f94c48cde050acdbbb7db2600ab3197e \ + --hash=sha256:9d1bb833febdff5c8927f922386db610b49db6e0d4f4ee29601d71e7c2694313 \ + --hash=sha256:9f7fcd74d410a36883701fafa2482a6af2ff5ba96b9a620e9e0721e28ead5569 \ + --hash=sha256:a59cb51917aa591b1c4e6a43c132f0cdc3c76dbad6155df4e28ee626cc77a0a3 \ + --hash=sha256:a61900df84c667873b292c3de315a786dd8dac506704dea57bc957bd31e22c7d \ + --hash=sha256:a79cfe37875f822425b89a82333404539ae63dbdddf97f84dcbc3d339aae9525 \ + --hash=sha256:a8a8b89589086a25749f471e6a900d3f662d1d3b6e2e59dcecf787b1cc3a1894 \ + --hash=sha256:ac1c4a689edcc530fc9d9aa11f5774b9e2f33f9a0c6a57864e90908f5208d30a \ + --hash=sha256:af2d8c67d8e573d6de5bc30cdb27e9b95e49115cd9baad5ddbd1a6207aaa82a9 \ + --hash=sha256:b435cba5f4f750aa6c0a0d92c541fb79f69a387c91e61f1795227e4ed9cece14 \ + --hash=sha256:b5b290ccc2a263e8d185130284f8501e3e36c5e02750fc6b6bdeb2e9e96f1e25 \ + --hash=sha256:bc7637e2f80d8530ee4a78e878bce464f70087ce73cf7c1caf142416923b98f1 \ + --hash=sha256:c0463276121fdee9c49b98908b3a89c39be45d86d1dbaa22957e38f6321d4ce3 \ + --hash=sha256:c8ae8a0f02f57a6e61203a31428fa1d677cbe50c93622b4149d5c0f319c1d19e \ + --hash=sha256:ca5862d5b3928c4940729dacc329aa9102900382fea192fc5e52eb69d6093815 \ + --hash=sha256:cb6254dc36b47a990e59e1068afacdcd02958bdcce30bb50cc1700a8b9d624a6 \ + --hash=sha256:cc00f04ed596e9dc0da42ed17ac5e596c6ccba999ba6bd92b0e0aef2f170f2d6 \ + --hash=sha256:cead0978fc57397645f12578bfd2d5ea9138ea0fac82b2f63f7f7c6877986a69 \ + --hash=sha256:d055ec1e26e441f6187acf818b73564e6e6282709e9bcb5b63f5b23068356a15 \ + --hash=sha256:d1f13550535ad8cff21b8d757a3257963e951d96e20ec82ab44bc64aeb62a191 \ + --hash=sha256:d9c7f57c3d666a53421049053eaacdd14bbd0a528e2186fcb2e672effd053bb0 \ + --hash=sha256:d9e45d7faa48ee908174d8fe84854479ef838fc6a705c9315372eacbc2f02897 \ + --hash=sha256:da3326d9e65ef63a817ecbcc0df6e94463713b754fe293eaa03da99befb9a5bd \ + --hash=sha256:de00632ca48df9daf77a2c65a484531649261ec9f25489917f09e455cb09ddb2 \ + --hash=sha256:e1f185f86a6f3403aa2420e815904c67b2f9ebc443f045edd0de921108345794 \ + --hash=sha256:e824f1492727fa856dd6eda4f7cee25f8518a12f3c4a56a74e8095695089cf6d \ + --hash=sha256:ebf3e58c7ec8a8bed6d66a75d7fb37b55e5015b03ceae72a8e7c74495551e224 \ + --hash=sha256:ecaae4149d99b1c9e7b88bb03e3221956f68fd6d50be2ef061b2381b61d20838 \ + --hash=sha256:eecbc200c7fd5ddb9a7f16c7decb07b566c29fa2161a16cf67b8d068bd21690a \ + --hash=sha256:f1e34719c6ed0b92f418c7c780480b26b5d9c50349e9a9af7d76bf757530350d \ + --hash=sha256:f34be2938726fc13801220747472850852fe6b1ea75869a048d6f896838c896f \ + --hash=sha256:f820802628d2694cb7e56db99213f930856014862f3fd943d290ea8438d07ca8 \ + --hash=sha256:f8bf04158c6b607d747e93949aa60618b61312fe647a6369f88ce2ff16043490 \ + --hash=sha256:f9d332f8c2a2fcbffe1378594431458ddbef721c1769d78e2cbc06280d8155f9 \ + --hash=sha256:faa3a41b2b66b6e50f84ae4a68c64fcd0c44355741c6374813a800cd6695db9e + # via requests +click==8.3.0 \ + --hash=sha256:9b9f285302c6e3064f4330c05f05b81945b2a39544279343e6e7c5f27a9baddc \ + --hash=sha256:e7b8232224eba16f4ebe410c25ced9f7875cb5f3263ffc93cc3e8da705e229c4 + # via + # click-plugins + # cligj + # rasterio +click-plugins==1.1.1.2 \ + --hash=sha256:008d65743833ffc1f5417bf0e78e8d2c23aab04d9745ba817bd3e71b0feb6aa6 \ + --hash=sha256:d7af3984a99d243c131aa1a828331e7630f4a88a9741fd05c927b204bcf92261 + # via rasterio +cligj==0.7.2 \ + --hash=sha256:a4bc13d623356b373c2c27c53dbd9c68cae5d526270bfa71f6c6fa69669c6b27 \ + --hash=sha256:c1ca117dbce1fe20a5809dc96f01e1c2840f6dcc939b3ddbb1111bf330ba82df + # via rasterio +colorama==0.4.6 ; sys_platform == 'win32' \ + --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \ + --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6 + # via + # click + # tqdm +contourpy==1.3.2 ; python_full_version < '3.11' \ + --hash=sha256:0475b1f6604896bc7c53bb070e355e9321e1bc0d381735421a2d2068ec56531f \ + --hash=sha256:106fab697af11456fcba3e352ad50effe493a90f893fca6c2ca5c033820cea92 \ + --hash=sha256:107ba8a6a7eec58bb475329e6d3b95deba9440667c4d62b9b6063942b61d7f16 \ + --hash=sha256:15ce6ab60957ca74cff444fe66d9045c1fd3e92c8936894ebd1f3eef2fff075f \ + --hash=sha256:1c48188778d4d2f3d48e4643fb15d8608b1d01e4b4d6b0548d9b336c28fc9b6f \ + --hash=sha256:3859783aefa2b8355697f16642695a5b9792e7a46ab86da1118a4a23a51a33d7 \ + --hash=sha256:3d80b2c0300583228ac98d0a927a1ba6a2ba6b8a742463c564f1d419ee5b211e \ + --hash=sha256:3f9e896f447c5c8618f1edb2bafa9a4030f22a575ec418ad70611450720b5b08 \ + --hash=sha256:434f0adf84911c924519d2b08fc10491dd282b20bdd3fa8f60fd816ea0b48841 \ + --hash=sha256:49b65a95d642d4efa8f64ba12558fcb83407e58a2dfba9d796d77b63ccfcaff5 \ + --hash=sha256:4caf2bcd2969402bf77edc4cb6034c7dd7c0803213b3523f111eb7460a51b8d2 \ + --hash=sha256:532fd26e715560721bb0d5fc7610fce279b3699b018600ab999d1be895b09415 \ + --hash=sha256:5ebac872ba09cb8f2131c46b8739a7ff71de28a24c869bcad554477eb089a878 \ + --hash=sha256:5f5964cdad279256c084b69c3f412b7801e15356b16efa9d78aa974041903da0 \ + --hash=sha256:65a887a6e8c4cd0897507d814b14c54a8c2e2aa4ac9f7686292f9769fcf9a6ab \ + --hash=sha256:6a37a2fb93d4df3fc4c0e363ea4d16f83195fc09c891bc8ce072b9d084853445 \ + --hash=sha256:70771a461aaeb335df14deb6c97439973d253ae70660ca085eec25241137ef43 \ + --hash=sha256:71e2bd4a1c4188f5c2b8d274da78faab884b59df20df63c34f74aa1813c4427c \ + --hash=sha256:745b57db7758f3ffc05a10254edd3182a2a83402a89c00957a8e8a22f5582823 \ + --hash=sha256:78e9253c3de756b3f6a5174d024c4835acd59eb3f8e2ca13e775dbffe1558f69 \ + --hash=sha256:82199cb78276249796419fe36b7386bd8d2cc3f28b3bc19fe2454fe2e26c4c15 \ + --hash=sha256:8b7fc0cd78ba2f4695fd0a6ad81a19e7e3ab825c31b577f384aa9d7817dc3bef \ + --hash=sha256:8c5acb8dddb0752bf252e01a3035b21443158910ac16a3b0d20e7fed7d534ce5 \ + --hash=sha256:8c942a01d9163e2e5cfb05cb66110121b8d07ad438a17f9e766317bcb62abf73 \ + --hash=sha256:8d2e74acbcba3bfdb6d9d8384cdc4f9260cae86ed9beee8bd5f54fee49a430b9 \ + --hash=sha256:90df94c89a91b7362e1142cbee7568f86514412ab8a2c0d0fca72d7e91b62912 \ + --hash=sha256:970e9173dbd7eba9b4e01aab19215a48ee5dd3f43cef736eebde064a171f89a5 \ + --hash=sha256:977e98a0e0480d3fe292246417239d2d45435904afd6d7332d8455981c408b85 \ + --hash=sha256:9be002b31c558d1ddf1b9b415b162c603405414bacd6932d031c5b5a8b757f0d \ + --hash=sha256:ad687a04bc802cbe8b9c399c07162a3c35e227e2daccf1668eb1f278cb698631 \ + --hash=sha256:b4f54d6a2defe9f257327b0f243612dd051cc43825587520b1bf74a31e2f6ef2 \ + --hash=sha256:b6945942715a034c671b7fc54f9588126b0b8bf23db2696e3ca8328f3ff0ab54 \ + --hash=sha256:b7cd50c38f500bbcc9b6a46643a40e0913673f869315d8e70de0438817cb7773 \ + --hash=sha256:ba38e3f9f330af820c4b27ceb4b9c7feee5fe0493ea53a8720f4792667465934 \ + --hash=sha256:c440093bbc8fc21c637c03bafcbef95ccd963bc6e0514ad887932c18ca2a759a \ + --hash=sha256:c49f73e61f1f774650a55d221803b101d966ca0c5a2d6d5e4320ec3997489441 \ + --hash=sha256:c66c4906cdbc50e9cba65978823e6e00b45682eb09adbb78c9775b74eb222422 \ + --hash=sha256:c6c4639a9c22230276b7bffb6a850dfc8258a2521305e1faefe804d006b2e532 \ + --hash=sha256:c85bb486e9be652314bb5b9e2e3b0d1b2e643d5eec4992c0fbe8ac71775da739 \ + --hash=sha256:cc829960f34ba36aad4302e78eabf3ef16a3a100863f0d4eeddf30e8a485a03b \ + --hash=sha256:cdd22595308f53ef2f891040ab2b93d79192513ffccbd7fe19be7aa773a5e09f \ + --hash=sha256:d0e589ae0d55204991450bb5c23f571c64fe43adaa53f93fc902a84c96f52fe1 \ + --hash=sha256:d14f12932a8d620e307f715857107b1d1845cc44fdb5da2bc8e850f5ceba9f87 \ + --hash=sha256:d32530b534e986374fc19eaa77fcb87e8a99e5431499949b828312bdcd20ac52 \ + --hash=sha256:d6658ccc7251a4433eebd89ed2672c2ed96fba367fd25ca9512aa92a4b46c4f1 \ + --hash=sha256:d91a3ccc7fea94ca0acab82ceb77f396d50a1f67412efe4c526f5d20264e6ecd \ + --hash=sha256:dc41ba0714aa2968d1f8674ec97504a8f7e334f48eeacebcaa6256213acb0989 \ + --hash=sha256:de39db2604ae755316cb5967728f4bea92685884b1e767b7c24e983ef5f771cb \ + --hash=sha256:de425af81b6cea33101ae95ece1f696af39446db9682a0b56daaa48cfc29f38f \ + --hash=sha256:ded1706ed0c1049224531b81128efbd5084598f18d8a2d9efae833edbd2b40ad \ + --hash=sha256:e1578f7eafce927b168752ed7e22646dad6cd9bca673c60bff55889fa236ebf9 \ + --hash=sha256:e259bced5549ac64410162adc973c5e2fb77f04df4a439d00b478e57a0e65512 \ + --hash=sha256:e298e7e70cf4eb179cc1077be1c725b5fd131ebc81181bf0c03525c8abc297fd \ + --hash=sha256:eab0f6db315fa4d70f1d8ab514e527f0366ec021ff853d7ed6a2d33605cf4b83 \ + --hash=sha256:f26b383144cf2d2c29f01a1e8170f50dacf0eac02d64139dcd709a8ac4eb3cfe \ + --hash=sha256:f939a054192ddc596e031e50bb13b657ce318cf13d264f095ce9db7dc6ae81c0 \ + --hash=sha256:fd93cc7f3139b6dd7aab2f26a90dde0aa9fc264dbf70f6740d498a70b860b82c + # via matplotlib +contourpy==1.3.3 ; python_full_version >= '3.11' \ + --hash=sha256:023b44101dfe49d7d53932be418477dba359649246075c996866106da069af69 \ + --hash=sha256:07ce5ed73ecdc4a03ffe3e1b3e3c1166db35ae7584be76f65dbbe28a7791b0cc \ + --hash=sha256:083e12155b210502d0bca491432bb04d56dc3432f95a979b429f2848c3dbe880 \ + --hash=sha256:0bf67e0e3f482cb69779dd3061b534eb35ac9b17f163d851e2a547d56dba0a3a \ + --hash=sha256:0c1fc238306b35f246d61a1d416a627348b5cf0648648a031e14bb8705fcdfe8 \ + --hash=sha256:13b68d6a62db8eafaebb8039218921399baf6e47bf85006fd8529f2a08ef33fc \ + --hash=sha256:15ff10bfada4bf92ec8b31c62bf7c1834c244019b4a33095a68000d7075df470 \ + --hash=sha256:177fb367556747a686509d6fef71d221a4b198a3905fe824430e5ea0fda54eb5 \ + --hash=sha256:1cadd8b8969f060ba45ed7c1b714fe69185812ab43bd6b86a9123fe8f99c3263 \ + --hash=sha256:1fd43c3be4c8e5fd6e4f2baeae35ae18176cf2e5cced681cca908addf1cdd53b \ + --hash=sha256:22e9b1bd7a9b1d652cd77388465dc358dafcd2e217d35552424aa4f996f524f5 \ + --hash=sha256:23416f38bfd74d5d28ab8429cc4d63fa67d5068bd711a85edb1c3fb0c3e2f381 \ + --hash=sha256:283edd842a01e3dcd435b1c5116798d661378d83d36d337b8dde1d16a5fc9ba3 \ + --hash=sha256:2a2a8b627d5cc6b7c41a4beff6c5ad5eb848c88255fda4a8745f7e901b32d8e4 \ + --hash=sha256:2b7e9480ffe2b0cd2e787e4df64270e3a0440d9db8dc823312e2c940c167df7e \ + --hash=sha256:322ab1c99b008dad206d406bb61d014cf0174df491ae9d9d0fac6a6fda4f977f \ + --hash=sha256:33c82d0138c0a062380332c861387650c82e4cf1747aaa6938b9b6516762e772 \ + --hash=sha256:348ac1f5d4f1d66d3322420f01d42e43122f43616e0f194fc1c9f5d830c5b286 \ + --hash=sha256:3519428f6be58431c56581f1694ba8e50626f2dd550af225f82fb5f5814d2a42 \ + --hash=sha256:3c30273eb2a55024ff31ba7d052dde990d7d8e5450f4bbb6e913558b3d6c2301 \ + --hash=sha256:3d1a3799d62d45c18bafd41c5fa05120b96a28079f2393af559b843d1a966a77 \ + --hash=sha256:451e71b5a7d597379ef572de31eeb909a87246974d960049a9848c3bc6c41bf7 \ + --hash=sha256:459c1f020cd59fcfe6650180678a9993932d80d44ccde1fa1868977438f0b411 \ + --hash=sha256:4d00e655fcef08aba35ec9610536bfe90267d7ab5ba944f7032549c55a146da1 \ + --hash=sha256:4debd64f124ca62069f313a9cb86656ff087786016d76927ae2cf37846b006c9 \ + --hash=sha256:4feffb6537d64b84877da813a5c30f1422ea5739566abf0bd18065ac040e120a \ + --hash=sha256:50ed930df7289ff2a8d7afeb9603f8289e5704755c7e5c3bbd929c90c817164b \ + --hash=sha256:51e79c1f7470158e838808d4a996fa9bac72c498e93d8ebe5119bc1e6becb0db \ + --hash=sha256:556dba8fb6f5d8742f2923fe9457dbdd51e1049c4a43fd3986a0b14a1d815fc6 \ + --hash=sha256:598c3aaece21c503615fd59c92a3598b428b2f01bfb4b8ca9c4edeecc2438620 \ + --hash=sha256:5ed3657edf08512fc3fe81b510e35c2012fbd3081d2e26160f27ca28affec989 \ + --hash=sha256:626d60935cf668e70a5ce6ff184fd713e9683fb458898e4249b63be9e28286ea \ + --hash=sha256:644a6853d15b2512d67881586bd03f462c7ab755db95f16f14d7e238f2852c67 \ + --hash=sha256:655456777ff65c2c548b7c454af9c6f33f16c8884f11083244b5819cc214f1b5 \ + --hash=sha256:66c8a43a4f7b8df8b71ee1840e4211a3c8d93b214b213f590e18a1beca458f7d \ + --hash=sha256:6afc576f7b33cf00996e5c1102dc2a8f7cc89e39c0b55df93a0b78c1bd992b36 \ + --hash=sha256:6c3d53c796f8647d6deb1abe867daeb66dcc8a97e8455efa729516b997b8ed99 \ + --hash=sha256:709a48ef9a690e1343202916450bc48b9e51c049b089c7f79a267b46cffcdaa1 \ + --hash=sha256:70f9aad7de812d6541d29d2bbf8feb22ff7e1c299523db288004e3157ff4674e \ + --hash=sha256:8153b8bfc11e1e4d75bcb0bff1db232f9e10b274e0929de9d608027e0d34ff8b \ + --hash=sha256:87acf5963fc2b34825e5b6b048f40e3635dd547f590b04d2ab317c2619ef7ae8 \ + --hash=sha256:88df9880d507169449d434c293467418b9f6cbe82edd19284aa0409e7fdb933d \ + --hash=sha256:929ddf8c4c7f348e4c0a5a3a714b5c8542ffaa8c22954862a46ca1813b667ee7 \ + --hash=sha256:92d9abc807cf7d0e047b95ca5d957cf4792fcd04e920ca70d48add15c1a90ea7 \ + --hash=sha256:95b181891b4c71de4bb404c6621e7e2390745f887f2a026b2d99e92c17892339 \ + --hash=sha256:9e999574eddae35f1312c2b4b717b7885d4edd6cb46700e04f7f02db454e67c1 \ + --hash=sha256:a15459b0f4615b00bbd1e91f1b9e19b7e63aea7483d03d804186f278c0af2659 \ + --hash=sha256:a22738912262aa3e254e4f3cb079a95a67132fc5a063890e224393596902f5a4 \ + --hash=sha256:ab2fd90904c503739a75b7c8c5c01160130ba67944a7b77bbf36ef8054576e7f \ + --hash=sha256:ab3074b48c4e2cf1a960e6bbeb7f04566bf36b1861d5c9d4d8ac04b82e38ba20 \ + --hash=sha256:afe5a512f31ee6bd7d0dda52ec9864c984ca3d66664444f2d72e0dc4eb832e36 \ + --hash=sha256:b08a32ea2f8e42cf1d4be3169a98dd4be32bafe4f22b6c4cb4ba810fa9e5d2cb \ + --hash=sha256:b20c7c9a3bf701366556e1b1984ed2d0cedf999903c51311417cf5f591d8c78d \ + --hash=sha256:b2e8faa0ed68cb29af51edd8e24798bb661eac3bd9f65420c1887b6ca89987c8 \ + --hash=sha256:b7301b89040075c30e5768810bc96a8e8d78085b47d8be6e4c3f5a0b4ed478a0 \ + --hash=sha256:b7448cb5a725bb1e35ce88771b86fba35ef418952474492cf7c764059933ff8b \ + --hash=sha256:ca0fdcd73925568ca027e0b17ab07aad764be4706d0a925b89227e447d9737b7 \ + --hash=sha256:ca658cd1a680a5c9ea96dc61cdbae1e85c8f25849843aa799dfd3cb370ad4fbe \ + --hash=sha256:cbedb772ed74ff5be440fa8eee9bd49f64f6e3fc09436d9c7d8f1c287b121d77 \ + --hash=sha256:cd5dfcaeb10f7b7f9dc8941717c6c2ade08f587be2226222c12b25f0483ed497 \ + --hash=sha256:cf9022ef053f2694e31d630feaacb21ea24224be1c3ad0520b13d844274614fd \ + --hash=sha256:d002b6f00d73d69333dac9d0b8d5e84d9724ff9ef044fd63c5986e62b7c9e1b1 \ + --hash=sha256:d06bb1f751ba5d417047db62bca3c8fde202b8c11fb50742ab3ab962c81e8216 \ + --hash=sha256:d304906ecc71672e9c89e87c4675dc5c2645e1f4269a5063b99b0bb29f232d13 \ + --hash=sha256:e4e6b05a45525357e382909a4c1600444e2a45b4795163d3b22669285591c1ae \ + --hash=sha256:e74a9a0f5e3fff48fb5a7f2fd2b9b70a3fe014a67522f79b7cca4c0c7e43c9ae \ + --hash=sha256:ea37e7b45949df430fe649e5de8351c423430046a2af20b1c1961cae3afcda77 \ + --hash=sha256:f64836de09927cba6f79dcd00fdd7d5329f3fccc633468507079c829ca4db4e3 \ + --hash=sha256:fd6ec6be509c787f1caf6b247f0b1ca598bef13f4ddeaa126b7658215529ba0f \ + --hash=sha256:fd907ae12cd483cd83e414b12941c632a969171bf90fc937d0c9f268a31cafff \ + --hash=sha256:fd914713266421b7536de2bfa8181aa8c699432b6763a0ea64195ebe28bff6a9 \ + --hash=sha256:fde6c716d51c04b1c25d0b90364d0be954624a0ee9d60e23e850e8d48353d07a + # via matplotlib +cycler==0.12.1 \ + --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30 \ + --hash=sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c + # via matplotlib +databackend==0.0.3 \ + --hash=sha256:2ded97ff85a0ca272d752fbc0513f70512d2c23325e3c72de15613df7e959ef5 \ + --hash=sha256:3f047f21b5d92dcfdc85545c679d024b6595bb10a72bd61ef514d8f5857e22f9 + # via pins +folium==0.20.0 \ + --hash=sha256:a0d78b9d5a36ba7589ca9aedbd433e84e9fcab79cd6ac213adbcff922e454cb9 \ + --hash=sha256:f0bc2a92acde20bca56367aa5c1c376c433f450608d058daebab2fc9bf8198bf + # via rastr +fonttools==4.60.1 \ + --hash=sha256:022beaea4b73a70295b688f817ddc24ed3e3418b5036ffcd5658141184ef0d0c \ + --hash=sha256:026290e4ec76583881763fac284aca67365e0be9f13a7fb137257096114cb3bc \ + --hash=sha256:0b0835ed15dd5b40d726bb61c846a688f5b4ce2208ec68779bc81860adb5851a \ + --hash=sha256:1410155d0e764a4615774e5c2c6fc516259fe3eca5882f034eb9bfdbee056259 \ + --hash=sha256:145daa14bf24824b677b9357c5e44fd8895c2a8f53596e1b9ea3496081dc692c \ + --hash=sha256:1525796c3ffe27bb6268ed2a1bb0dcf214d561dfaf04728abf01489eb5339dce \ + --hash=sha256:154cb6ee417e417bf5f7c42fe25858c9140c26f647c7347c06f0cc2d47eff003 \ + --hash=sha256:2299df884c11162617a66b7c316957d74a18e3758c0274762d2cc87df7bc0272 \ + --hash=sha256:2409d5fb7b55fd70f715e6d34e7a6e4f7511b8ad29a49d6df225ee76da76dd77 \ + --hash=sha256:268ecda8ca6cb5c4f044b1fb9b3b376e8cd1b361cef275082429dc4174907038 \ + --hash=sha256:282dafa55f9659e8999110bd8ed422ebe1c8aecd0dc396550b038e6c9a08b8ea \ + --hash=sha256:3630e86c484263eaac71d117085d509cbcf7b18f677906824e4bace598fb70d2 \ + --hash=sha256:398447f3d8c0c786cbf1209711e79080a40761eb44b27cdafffb48f52bcec258 \ + --hash=sha256:4ba4bd646e86de16160f0fb72e31c3b9b7d0721c3e5b26b9fa2fc931dfdb2652 \ + --hash=sha256:5664fd1a9ea7f244487ac8f10340c4e37664675e8667d6fee420766e0fb3cf08 \ + --hash=sha256:583b7f8e3c49486e4d489ad1deacfb8d5be54a8ef34d6df824f6a171f8511d99 \ + --hash=sha256:5c1015318e4fec75dd4943ad5f6a206d9727adf97410d58b7e32ab644a807914 \ + --hash=sha256:66929e2ea2810c6533a5184f938502cfdaea4bc3efb7130d8cc02e1c1b4108d6 \ + --hash=sha256:6ec722ee589e89a89f5b7574f5c45604030aa6ae24cb2c751e2707193b466fed \ + --hash=sha256:6f68576bb4bbf6060c7ab047b1574a1ebe5c50a17de62830079967b211059ebb \ + --hash=sha256:7b0c6d57ab00dae9529f3faf187f2254ea0aa1e04215cf2f1a8ec277c96661bc \ + --hash=sha256:7b4c32e232a71f63a5d00259ca3d88345ce2a43295bb049d21061f338124246f \ + --hash=sha256:8177ec9676ea6e1793c8a084a90b65a9f778771998eb919d05db6d4b1c0b114c \ + --hash=sha256:839565cbf14645952d933853e8ade66a463684ed6ed6c9345d0faf1f0e868877 \ + --hash=sha256:875cb7764708b3132637f6c5fb385b16eeba0f7ac9fa45a69d35e09b47045801 \ + --hash=sha256:8a44788d9d91df72d1a5eac49b31aeb887a5f4aab761b4cffc4196c74907ea85 \ + --hash=sha256:906306ac7afe2156fcf0042173d6ebbb05416af70f6b370967b47f8f00103bbb \ + --hash=sha256:992775c9fbe2cf794786fa0ffca7f09f564ba3499b8fe9f2f80bd7197db60383 \ + --hash=sha256:996a4d1834524adbb423385d5a629b868ef9d774670856c63c9a0408a3063401 \ + --hash=sha256:9a52f254ce051e196b8fe2af4634c2d2f02c981756c6464dc192f1b6050b4e28 \ + --hash=sha256:9d0ced62b59e0430b3690dbc5373df1c2aa7585e9a8ce38eff87f0fd993c5b01 \ + --hash=sha256:a184b2ea57b13680ab6d5fbde99ccef152c95c06746cb7718c583abd8f945ccc \ + --hash=sha256:a3db56f153bd4c5c2b619ab02c5db5192e222150ce5a1bc10f16164714bc39ac \ + --hash=sha256:a46b2f450bc79e06ef3b6394f0c68660529ed51692606ad7f953fc2e448bc903 \ + --hash=sha256:a884aef09d45ba1206712c7dbda5829562d3fea7726935d3289d343232ecb0d3 \ + --hash=sha256:b2cf105cee600d2de04ca3cfa1f74f1127f8455b71dbad02b9da6ec266e116d6 \ + --hash=sha256:b33a7884fabd72bdf5f910d0cf46be50dce86a0362a65cfc746a4168c67eb96c \ + --hash=sha256:b6379e7546ba4ae4b18f8ae2b9bc5960936007a1c0e30b342f662577e8bc3299 \ + --hash=sha256:c7420a2696a44650120cdd269a5d2e56a477e2bfa9d95e86229059beb1c19e15 \ + --hash=sha256:c8651e0d4b3bdeda6602b85fdc2abbefc1b41e573ecb37b6779c4ca50753a199 \ + --hash=sha256:d066ea419f719ed87bc2c99a4a4bfd77c2e5949cb724588b9dd58f3fd90b92bf \ + --hash=sha256:e6c58beb17380f7c2ea181ea11e7db8c0ceb474c9dd45f48e71e2cb577d146a1 \ + --hash=sha256:e852d9dda9f93ad3651ae1e3bb770eac544ec93c3807888798eccddf84596537 \ + --hash=sha256:ec3681a0cb34c255d76dd9d865a55f260164adb9fa02628415cdc2d43ee2c05d \ + --hash=sha256:ee0c0b3b35b34f782afc673d503167157094a16f442ace7c6c5e0ca80b08f50c \ + --hash=sha256:eedacb5c5d22b7097482fa834bda0dafa3d914a4e829ec83cdea2a01f8c813c4 \ + --hash=sha256:ef00af0439ebfee806b25f24c8f92109157ff3fac5731dc7867957812e87b8d9 \ + --hash=sha256:f0e8817c7d1a0c2eedebf57ef9a9896f3ea23324769a9a2061a80fe8852705ed \ + --hash=sha256:f3d5be054c461d6a2268831f04091dc82753176f6ea06dc6047a5e168265a987 \ + --hash=sha256:f4b5c37a5f40e4d733d3bbaaef082149bee5a5ea3156a785ff64d949bd1353fa + # via matplotlib +fsspec==2025.7.0 \ + --hash=sha256:786120687ffa54b8283d942929540d8bc5ccfa820deb555a2b5d0ed2b737bf58 \ + --hash=sha256:8b012e39f63c7d5f10474de957f3ab793b47b45ae7d39f2fb735f8bbe25c0e21 + # via pins +geopandas==1.1.1 \ + --hash=sha256:1745713f64d095c43e72e08e753dbd271678254b24f2e01db8cdb8debe1d293d \ + --hash=sha256:589e61aaf39b19828843df16cb90234e72897e2579be236f10eee0d052ad98e8 + # via + # geopins + # rastr +humanize==4.13.0 \ + --hash=sha256:78f79e68f76f0b04d711c4e55d32bebef5be387148862cb1ef83d2b58e7935a0 \ + --hash=sha256:b810820b31891813b1673e8fec7f1ed3312061eab2f26e3fa192c393d11ed25f + # via pins +idna==3.11 \ + --hash=sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea \ + --hash=sha256:795dafcc9c04ed0c1fb032c2aa73654d8e8c5023a7df64a53f39190ada629902 + # via requests +imageio==2.37.0 \ + --hash=sha256:11efa15b87bc7871b61590326b2d635439acc321cf7f8ce996f812543ce10eed \ + --hash=sha256:71b57b3669666272c818497aebba2b4c5f20d5b37c81720e5e1a56d59c492996 + # via scikit-image +importlib-metadata==8.7.0 \ + --hash=sha256:d13b81ad223b890aa16c5471f2ac3056cf76c5f10f82d6f9292f0b415f389000 \ + --hash=sha256:e5dd1551894c77868a30651cef00984d50e1002d06942a7101d34870c5f02afd + # via pins +importlib-resources==6.5.2 \ + --hash=sha256:185f87adef5bcc288449d98fb4fba07cea78bc036455dd44c5fc4a2fe78fed2c \ + --hash=sha256:789cfdc3ed28c78b67a06acb8126751ced69a3d5f79c095a98298cd8a760ccec + # via pins +jinja2==3.1.6 \ + --hash=sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d \ + --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67 + # via + # branca + # folium + # pins +joblib==1.5.2 \ + --hash=sha256:3faa5c39054b2f03ca547da9b2f52fde67c06240c31853f306aea97f13647b55 \ + --hash=sha256:4e1f0bdbb987e6d843c70cf43714cb276623def372df3c22fe5266b2670bc241 + # via pins +kiwisolver==1.4.9 \ + --hash=sha256:0749fd8f4218ad2e851e11cc4dc05c7cbc0cbc4267bdfdb31782e65aace4ee9c \ + --hash=sha256:0763515d4df10edf6d06a3c19734e2566368980d21ebec439f33f9eb936c07b7 \ + --hash=sha256:0856e241c2d3df4efef7c04a1e46b1936b6120c9bcf36dd216e3acd84bc4fb21 \ + --hash=sha256:0a590506f303f512dff6b7f75fd2fd18e16943efee932008fe7140e5fa91d80e \ + --hash=sha256:0ab74e19f6a2b027ea4f845a78827969af45ce790e6cb3e1ebab71bdf9f215ff \ + --hash=sha256:0ae37737256ba2de764ddc12aed4956460277f00c4996d51a197e72f62f5eec7 \ + --hash=sha256:0e4e2bf29574a6a7b7f6cb5fa69293b9f96c928949ac4a53ba3f525dffb87f9c \ + --hash=sha256:15163165efc2f627eb9687ea5f3a28137217d217ac4024893d753f46bce9de26 \ + --hash=sha256:17680d737d5335b552994a2008fab4c851bcd7de33094a82067ef3a576ff02fa \ + --hash=sha256:1a12cf6398e8a0a001a059747a1cbf24705e18fe413bc22de7b3d15c67cffe3f \ + --hash=sha256:1b11d6a633e4ed84fc0ddafd4ebfd8ea49b3f25082c04ad12b8315c11d504dc1 \ + --hash=sha256:1fa333e8b2ce4d9660f2cda9c0e1b6bafcfb2457a9d259faa82289e73ec24891 \ + --hash=sha256:2327a4a30d3ee07d2fbe2e7933e8a37c591663b96ce42a00bc67461a87d7df77 \ + --hash=sha256:2405a7d98604b87f3fc28b1716783534b1b4b8510d8142adca34ee0bc3c87543 \ + --hash=sha256:2489e4e5d7ef9a1c300a5e0196e43d9c739f066ef23270607d45aba368b91f2d \ + --hash=sha256:24c175051354f4a28c5d6a31c93906dc653e2bf234e8a4bbfb964892078898ce \ + --hash=sha256:2635d352d67458b66fd0667c14cb1d4145e9560d503219034a18a87e971ce4f3 \ + --hash=sha256:2c1a4f57df73965f3f14df20b80ee29e6a7930a57d2d9e8491a25f676e197c60 \ + --hash=sha256:2c93f00dcba2eea70af2be5f11a830a742fe6b579a1d4e00f47760ef13be247a \ + --hash=sha256:39a219e1c81ae3b103643d2aedb90f1ef22650deb266ff12a19e7773f3e5f089 \ + --hash=sha256:3b3115b2581ea35bb6d1f24a4c90af37e5d9b49dcff267eeed14c3893c5b86ab \ + --hash=sha256:40092754720b174e6ccf9e845d0d8c7d8e12c3d71e7fc35f55f3813e96376f78 \ + --hash=sha256:412f287c55a6f54b0650bd9b6dce5aceddb95864a1a90c87af16979d37c89771 \ + --hash=sha256:464415881e4801295659462c49461a24fb107c140de781d55518c4b80cb6790f \ + --hash=sha256:497d05f29a1300d14e02e6441cf0f5ee81c1ff5a304b0d9fb77423974684e08b \ + --hash=sha256:4a2899935e724dd1074cb568ce7ac0dce28b2cd6ab539c8e001a8578eb106d14 \ + --hash=sha256:4a48a2ce79d65d363597ef7b567ce3d14d68783d2b2263d98db3d9477805ba32 \ + --hash=sha256:4d1d9e582ad4d63062d34077a9a1e9f3c34088a2ec5135b1f7190c07cf366527 \ + --hash=sha256:52a15b0f35dad39862d376df10c5230155243a2c1a436e39eb55623ccbd68185 \ + --hash=sha256:540c7c72324d864406a009d72f5d6856f49693db95d1fbb46cf86febef873634 \ + --hash=sha256:5656aa670507437af0207645273ccdfee4f14bacd7f7c67a4306d0dcaeaf6eed \ + --hash=sha256:5a0f2724dfd4e3b3ac5a82436a8e6fd16baa7d507117e4279b660fe8ca38a3a1 \ + --hash=sha256:60c439763a969a6af93b4881db0eed8fadf93ee98e18cbc35bc8da868d0c4f0c \ + --hash=sha256:61874cdb0a36016354853593cffc38e56fc9ca5aa97d2c05d3dcf6922cd55a11 \ + --hash=sha256:67bb8b474b4181770f926f7b7d2f8c0248cbcb78b660fdd41a47054b28d2a752 \ + --hash=sha256:720e05574713db64c356e86732c0f3c5252818d05f9df320f0ad8380641acea5 \ + --hash=sha256:72d0eb9fba308b8311685c2268cf7d0a0639a6cd027d8128659f72bdd8a024b4 \ + --hash=sha256:767c23ad1c58c9e827b649a9ab7809fd5fd9db266a9cf02b0e926ddc2c680d58 \ + --hash=sha256:77937e5e2a38a7b48eef0585114fe7930346993a88060d0bf886086d2aa49ef5 \ + --hash=sha256:7a08b491ec91b1d5053ac177afe5290adacf1f0f6307d771ccac5de30592d198 \ + --hash=sha256:7b4da0d01ac866a57dd61ac258c5607b4cd677f63abaec7b148354d2b2cdd536 \ + --hash=sha256:7cf974dd4e35fa315563ac99d6287a1024e4dc2077b8a7d7cd3d2fb65d283134 \ + --hash=sha256:84fd60810829c27ae375114cd379da1fa65e6918e1da405f356a775d49a62bcf \ + --hash=sha256:858e4c22fb075920b96a291928cb7dea5644e94c0ee4fcd5af7e865655e4ccf2 \ + --hash=sha256:85b5352f94e490c028926ea567fc569c52ec79ce131dadb968d3853e809518c2 \ + --hash=sha256:85bd218b5ecfbee8c8a82e121802dcb519a86044c9c3b2e4aef02fa05c6da370 \ + --hash=sha256:8a1f570ce4d62d718dce3f179ee78dac3b545ac16c0c04bb363b7607a949c0d1 \ + --hash=sha256:8fdca1def57a2e88ef339de1737a1449d6dbf5fab184c54a1fca01d541317154 \ + --hash=sha256:90f47e70293fc3688b71271100a1a5453aa9944a81d27ff779c108372cf5567b \ + --hash=sha256:92a2f997387a1b79a75e7803aa7ded2cfbe2823852ccf1ba3bcf613b62ae3197 \ + --hash=sha256:9928fe1eb816d11ae170885a74d074f57af3a0d65777ca47e9aeb854a1fba386 \ + --hash=sha256:9af39d6551f97d31a4deebeac6f45b156f9755ddc59c07b402c148f5dbb6482a \ + --hash=sha256:9cf554f21be770f5111a1690d42313e140355e687e05cf82cb23d0a721a64a48 \ + --hash=sha256:a30fd6fdef1430fd9e1ba7b3398b5ee4e2887783917a687d86ba69985fb08748 \ + --hash=sha256:a31d512c812daea6d8b3be3b2bfcbeb091dbb09177706569bcfc6240dcf8b41c \ + --hash=sha256:a5d0432ccf1c7ab14f9949eec60c5d1f924f17c037e9f8b33352fa05799359b8 \ + --hash=sha256:a60ea74330b91bd22a29638940d115df9dc00af5035a9a2a6ad9399ffb4ceca5 \ + --hash=sha256:ac5a486ac389dddcc5bef4f365b6ae3ffff2c433324fb38dd35e3fab7c957999 \ + --hash=sha256:aedff62918805fb62d43a4aa2ecd4482c380dc76cd31bd7c8878588a61bd0369 \ + --hash=sha256:b34e51affded8faee0dfdb705416153819d8ea9250bbbf7ea1b249bdeb5f1122 \ + --hash=sha256:b4b4d74bda2b8ebf4da5bd42af11d02d04428b2c32846e4c2c93219df8a7987b \ + --hash=sha256:b67e6efbf68e077dd71d1a6b37e43e1a99d0bff1a3d51867d45ee8908b931098 \ + --hash=sha256:b78efa4c6e804ecdf727e580dbb9cba85624d2e1c6b5cb059c66290063bd99a9 \ + --hash=sha256:bb4ae2b57fc1d8cbd1cf7b1d9913803681ffa903e7488012be5b76dedf49297f \ + --hash=sha256:bdd1a81a1860476eb41ac4bc1e07b3f07259e6d55bbf739b79c8aaedcf512799 \ + --hash=sha256:bdee92c56a71d2b24c33a7d4c2856bd6419d017e08caa7802d2963870e315028 \ + --hash=sha256:be6a04e6c79819c9a8c2373317d19a96048e5a3f90bec587787e86a1153883c2 \ + --hash=sha256:bfc08add558155345129c7803b3671cf195e6a56e7a12f3dde7c57d9b417f525 \ + --hash=sha256:c3b22c26c6fd6811b0ae8363b95ca8ce4ea3c202d3d0975b2914310ceb1bcc4d \ + --hash=sha256:c9e7cdf45d594ee04d5be1b24dd9d49f3d1590959b2271fb30b5ca2b262c00fb \ + --hash=sha256:cb27e7b78d716c591e88e0a09a2139c6577865d7f2e152488c2cc6257f460872 \ + --hash=sha256:cc9617b46837c6468197b5945e196ee9ca43057bb7d9d1ae688101e4e1dddf64 \ + --hash=sha256:ccd09f20ccdbbd341b21a67ab50a119b64a403b09288c27481575105283c1586 \ + --hash=sha256:ce6a3a4e106cf35c2d9c4fa17c05ce0b180db622736845d4315519397a77beaf \ + --hash=sha256:d0005b053977e7b43388ddec89fa567f43d4f6d5c2c0affe57de5ebf290dc552 \ + --hash=sha256:d4188e73af84ca82468f09cadc5ac4db578109e52acb4518d8154698d3a87ca2 \ + --hash=sha256:d4efec7bcf21671db6a3294ff301d2fc861c31faa3c8740d1a94689234d1b415 \ + --hash=sha256:d75aa530ccfaa593da12834b86a0724f58bff12706659baa9227c2ccaa06264c \ + --hash=sha256:d84cd4061ae292d8ac367b2c3fa3aad11cb8625a95d135fe93f286f914f3f5a6 \ + --hash=sha256:d8aacd3d4b33b772542b2e01beb50187536967b514b00003bdda7589722d2a64 \ + --hash=sha256:d8fc5c867c22b828001b6a38d2eaeb88160bf5783c6cb4a5e440efc981ce286d \ + --hash=sha256:d976bbb382b202f71c67f77b0ac11244021cfa3f7dfd9e562eefcea2df711548 \ + --hash=sha256:dba5ee5d3981160c28d5490f0d1b7ed730c22470ff7f6cc26cfcfaacb9896a07 \ + --hash=sha256:dc1ae486f9abcef254b5618dfb4113dd49f94c68e3e027d03cf0143f3f772b61 \ + --hash=sha256:dd0a578400839256df88c16abddf9ba14813ec5f21362e1fe65022e00c883d4d \ + --hash=sha256:deed0c7258ceb4c44ad5ec7d9918f9f14fd05b2be86378d86cf50e63d1e7b771 \ + --hash=sha256:e09c2279a4d01f099f52d5c4b3d9e208e91edcbd1a175c9662a8b16e000fece9 \ + --hash=sha256:e2ea9f7ab7fbf18fffb1b5434ce7c69a07582f7acc7717720f1d69f3e806f90c \ + --hash=sha256:e6b93f13371d341afee3be9f7c5964e3fe61d5fa30f6a30eb49856935dfe4fc3 \ + --hash=sha256:eb14a5da6dc7642b0f3a18f13654847cd8b7a2550e2645a5bda677862b03ba16 \ + --hash=sha256:ed0fecd28cc62c54b262e3736f8bb2512d8dcfdc2bcf08be5f47f96bf405b145 \ + --hash=sha256:ede8c6d533bc6601a47ad4046080d36b8fc99f81e6f1c17b0ac3c2dc91ac7611 \ + --hash=sha256:efb3a45b35622bb6c16dbfab491a8f5a391fe0e9d45ef32f4df85658232ca0e2 \ + --hash=sha256:f117e1a089d9411663a3207ba874f31be9ac8eaa5b533787024dc07aeb74f464 \ + --hash=sha256:f2ba92255faa7309d06fe44c3a4a97efe1c8d640c2a79a5ef728b685762a6fd2 \ + --hash=sha256:f6008a4919fdbc0b0097089f67a1eb55d950ed7e90ce2cc3e640abadd2757a04 \ + --hash=sha256:f68208a520c3d86ea51acf688a3e3002615a7f0238002cccc17affecc86a8a54 \ + --hash=sha256:f68e4f3eeca8fb22cc3d731f9715a13b652795ef657a13df1ad0c7dc0e9731df \ + --hash=sha256:fb3b8132019ea572f4611d770991000d7f58127560c4889729248eb5852a102f \ + --hash=sha256:fb940820c63a9590d31d88b815e7a3aa5915cad3ce735ab45f0c730b39547de1 \ + --hash=sha256:fc1795ac5cd0510207482c3d1d3ed781143383b8cfd36f5c645f3897ce066220 + # via matplotlib +lazy-loader==0.4 \ + --hash=sha256:342aa8e14d543a154047afb4ba8ef17f5563baad3fc610d7b15b213b0f119efc \ + --hash=sha256:47c75182589b91a4e1a85a136c074285a5ad4d9f39c63e0d7fb76391c4574cd1 + # via scikit-image +markupsafe==3.0.3 \ + --hash=sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f \ + --hash=sha256:068f375c472b3e7acbe2d5318dea141359e6900156b5b2ba06a30b169086b91a \ + --hash=sha256:0bf2a864d67e76e5c9a34dc26ec616a66b9888e25e7b9460e1c76d3293bd9dbf \ + --hash=sha256:0db14f5dafddbb6d9208827849fad01f1a2609380add406671a26386cdf15a19 \ + --hash=sha256:0eb9ff8191e8498cca014656ae6b8d61f39da5f95b488805da4bb029cccbfbaf \ + --hash=sha256:1085e7fbddd3be5f89cc898938f42c0b3c711fdcb37d75221de2666af647c175 \ + --hash=sha256:116bb52f642a37c115f517494ea5feb03889e04df47eeff5b130b1808ce7c219 \ + --hash=sha256:12c63dfb4a98206f045aa9563db46507995f7ef6d83b2f68eda65c307c6829eb \ + --hash=sha256:133a43e73a802c5562be9bbcd03d090aa5a1fe899db609c29e8c8d815c5f6de6 \ + --hash=sha256:1353ef0c1b138e1907ae78e2f6c63ff67501122006b0f9abad68fda5f4ffc6ab \ + --hash=sha256:177b5253b2834fe3678cb4a5f0059808258584c559193998be2601324fdeafb1 \ + --hash=sha256:1872df69a4de6aead3491198eaf13810b565bdbeec3ae2dc8780f14458ec73ce \ + --hash=sha256:1b4b79e8ebf6b55351f0d91fe80f893b4743f104bff22e90697db1590e47a218 \ + --hash=sha256:1b52b4fb9df4eb9ae465f8d0c228a00624de2334f216f178a995ccdcf82c4634 \ + --hash=sha256:1ba88449deb3de88bd40044603fafffb7bc2b055d626a330323a9ed736661695 \ + --hash=sha256:1cc7ea17a6824959616c525620e387f6dd30fec8cb44f649e31712db02123dad \ + --hash=sha256:218551f6df4868a8d527e3062d0fb968682fe92054e89978594c28e642c43a73 \ + --hash=sha256:26a5784ded40c9e318cfc2bdb30fe164bdb8665ded9cd64d500a34fb42067b1c \ + --hash=sha256:2713baf880df847f2bece4230d4d094280f4e67b1e813eec43b4c0e144a34ffe \ + --hash=sha256:2a15a08b17dd94c53a1da0438822d70ebcd13f8c3a95abe3a9ef9f11a94830aa \ + --hash=sha256:2f981d352f04553a7171b8e44369f2af4055f888dfb147d55e42d29e29e74559 \ + --hash=sha256:32001d6a8fc98c8cb5c947787c5d08b0a50663d139f1305bac5885d98d9b40fa \ + --hash=sha256:3524b778fe5cfb3452a09d31e7b5adefeea8c5be1d43c4f810ba09f2ceb29d37 \ + --hash=sha256:35add3b638a5d900e807944a078b51922212fb3dedb01633a8defc4b01a3c85f \ + --hash=sha256:3a7e8ae81ae39e62a41ec302f972ba6ae23a5c5396c8e60113e9066ef893da0d \ + --hash=sha256:3b562dd9e9ea93f13d53989d23a7e775fdfd1066c33494ff43f5418bc8c58a5c \ + --hash=sha256:457a69a9577064c05a97c41f4e65148652db078a3a509039e64d3467b9e7ef97 \ + --hash=sha256:4bd4cd07944443f5a265608cc6aab442e4f74dff8088b0dfc8238647b8f6ae9a \ + --hash=sha256:4e885a3d1efa2eadc93c894a21770e4bc67899e3543680313b09f139e149ab19 \ + --hash=sha256:4faffd047e07c38848ce017e8725090413cd80cbc23d86e55c587bf979e579c9 \ + --hash=sha256:509fa21c6deb7a7a273d629cf5ec029bc209d1a51178615ddf718f5918992ab9 \ + --hash=sha256:5678211cb9333a6468fb8d8be0305520aa073f50d17f089b5b4b477ea6e67fdc \ + --hash=sha256:5a7d5dc5140555cf21a6fefbdbf8723f06fcd2f63ef108f2854de715e4422cb4 \ + --hash=sha256:69c0b73548bc525c8cb9a251cddf1931d1db4d2258e9599c28c07ef3580ef354 \ + --hash=sha256:6b5420a1d9450023228968e7e6a9ce57f65d148ab56d2313fcd589eee96a7a50 \ + --hash=sha256:722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698 \ + --hash=sha256:729586769a26dbceff69f7a7dbbf59ab6572b99d94576a5592625d5b411576b9 \ + --hash=sha256:77f0643abe7495da77fb436f50f8dab76dbc6e5fd25d39589a0f1fe6548bfa2b \ + --hash=sha256:795e7751525cae078558e679d646ae45574b47ed6e7771863fcc079a6171a0fc \ + --hash=sha256:7be7b61bb172e1ed687f1754f8e7484f1c8019780f6f6b0786e76bb01c2ae115 \ + --hash=sha256:7e68f88e5b8799aa49c85cd116c932a1ac15caaa3f5db09087854d218359e485 \ + --hash=sha256:83891d0e9fb81a825d9a6d61e3f07550ca70a076484292a70fde82c4b807286f \ + --hash=sha256:8485f406a96febb5140bfeca44a73e3ce5116b2501ac54fe953e488fb1d03b12 \ + --hash=sha256:8709b08f4a89aa7586de0aadc8da56180242ee0ada3999749b183aa23df95025 \ + --hash=sha256:8f71bc33915be5186016f675cd83a1e08523649b0e33efdb898db577ef5bb009 \ + --hash=sha256:915c04ba3851909ce68ccc2b8e2cd691618c4dc4c4232fb7982bca3f41fd8c3d \ + --hash=sha256:94c6f0bb423f739146aec64595853541634bde58b2135f27f61c1ffd1cd4d16a \ + --hash=sha256:9a1abfdc021a164803f4d485104931fb8f8c1efd55bc6b748d2f5774e78b62c5 \ + --hash=sha256:9b79b7a16f7fedff2495d684f2b59b0457c3b493778c9eed31111be64d58279f \ + --hash=sha256:a4afe79fb3de0b7097d81da19090f4df4f8d3a2b3adaa8764138aac2e44f3af1 \ + --hash=sha256:ad2cf8aa28b8c020ab2fc8287b0f823d0a7d8630784c31e9ee5edea20f406287 \ + --hash=sha256:b8512a91625c9b3da6f127803b166b629725e68af71f8184ae7e7d54686a56d6 \ + --hash=sha256:bc51efed119bc9cfdf792cdeaa4d67e8f6fcccab66ed4bfdd6bde3e59bfcbb2f \ + --hash=sha256:bdc919ead48f234740ad807933cdf545180bfbe9342c2bb451556db2ed958581 \ + --hash=sha256:bdd37121970bfd8be76c5fb069c7751683bdf373db1ed6c010162b2a130248ed \ + --hash=sha256:be8813b57049a7dc738189df53d69395eba14fb99345e0a5994914a3864c8a4b \ + --hash=sha256:c0c0b3ade1c0b13b936d7970b1d37a57acde9199dc2aecc4c336773e1d86049c \ + --hash=sha256:c47a551199eb8eb2121d4f0f15ae0f923d31350ab9280078d1e5f12b249e0026 \ + --hash=sha256:c4ffb7ebf07cfe8931028e3e4c85f0357459a3f9f9490886198848f4fa002ec8 \ + --hash=sha256:ccfcd093f13f0f0b7fdd0f198b90053bf7b2f02a3927a30e63f3ccc9df56b676 \ + --hash=sha256:d2ee202e79d8ed691ceebae8e0486bd9a2cd4794cec4824e1c99b6f5009502f6 \ + --hash=sha256:d53197da72cc091b024dd97249dfc7794d6a56530370992a5e1a08983ad9230e \ + --hash=sha256:d6dd0be5b5b189d31db7cda48b91d7e0a9795f31430b7f271219ab30f1d3ac9d \ + --hash=sha256:d88b440e37a16e651bda4c7c2b930eb586fd15ca7406cb39e211fcff3bf3017d \ + --hash=sha256:de8a88e63464af587c950061a5e6a67d3632e36df62b986892331d4620a35c01 \ + --hash=sha256:e1c1493fb6e50ab01d20a22826e57520f1284df32f2d8601fdd90b6304601419 \ + --hash=sha256:e1cf1972137e83c5d4c136c43ced9ac51d0e124706ee1c8aa8532c1287fa8795 \ + --hash=sha256:e2103a929dfa2fcaf9bb4e7c091983a49c9ac3b19c9061b6d5427dd7d14d81a1 \ + --hash=sha256:e56b7d45a839a697b5eb268c82a71bd8c7f6c94d6fd50c3d577fa39a9f1409f5 \ + --hash=sha256:e8afc3f2ccfa24215f8cb28dcf43f0113ac3c37c2f0f0806d8c70e4228c5cf4d \ + --hash=sha256:eaa9599de571d72e2daf60164784109f19978b327a3910d3e9de8c97b5b70cfe \ + --hash=sha256:ec15a59cf5af7be74194f7ab02d0f59a62bdcf1a537677ce67a2537c9b87fcda \ + --hash=sha256:f190daf01f13c72eac4efd5c430a8de82489d9cff23c364c3ea822545032993e \ + --hash=sha256:f34c41761022dd093b4b6896d4810782ffbabe30f2d443ff5f083e0cbbb8c737 \ + --hash=sha256:f3e98bb3798ead92273dc0e5fd0f31ade220f59a266ffd8a4f6065e0a3ce0523 \ + --hash=sha256:f42d0984e947b8adf7dd6dde396e720934d12c506ce84eea8476409563607591 \ + --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \ + --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50 + # via jinja2 +matplotlib==3.10.7 \ + --hash=sha256:07124afcf7a6504eafcb8ce94091c5898bbdd351519a1beb5c45f7a38c67e77f \ + --hash=sha256:09d7945a70ea43bf9248f4b6582734c2fe726723204a76eca233f24cffc7ef67 \ + --hash=sha256:0d8c32b7ea6fb80b1aeff5a2ceb3fb9778e2759e899d9beff75584714afcc5ee \ + --hash=sha256:11ae579ac83cdf3fb72573bb89f70e0534de05266728740d478f0f818983c695 \ + --hash=sha256:15112bcbaef211bd663fa935ec33313b948e214454d949b723998a43357b17b0 \ + --hash=sha256:1d9d3713a237970569156cfb4de7533b7c4eacdd61789726f444f96a0d28f57f \ + --hash=sha256:1e4bbad66c177a8fdfa53972e5ef8be72a5f27e6a607cec0d8579abd0f3102b1 \ + --hash=sha256:2222c7ba2cbde7fe63032769f6eb7e83ab3227f47d997a8453377709b7fe3a5a \ + --hash=sha256:22df30ffaa89f6643206cf13877191c63a50e8f800b038bc39bee9d2d4957632 \ + --hash=sha256:31963603041634ce1a96053047b40961f7a29eb8f9a62e80cc2c0427aa1d22a2 \ + --hash=sha256:37a1fea41153dd6ee061d21ab69c9cf2cf543160b1b85d89cd3d2e2a7902ca4c \ + --hash=sha256:3886e47f64611046bc1db523a09dd0a0a6bed6081e6f90e13806dd1d1d1b5e91 \ + --hash=sha256:4645fc5d9d20ffa3a39361fcdbcec731382763b623b72627806bf251b6388866 \ + --hash=sha256:4a11c2e9e72e7de09b7b72e62f3df23317c888299c875e2b778abf1eda8c0a42 \ + --hash=sha256:4a74f79fafb2e177f240579bc83f0b60f82cc47d2f1d260f422a0627207008ca \ + --hash=sha256:4c14b6acd16cddc3569a2d515cfdd81c7a68ac5639b76548cfc1a9e48b20eb65 \ + --hash=sha256:53b492410a6cd66c7a471de6c924f6ede976e963c0f3097a3b7abfadddc67d0a \ + --hash=sha256:53cc80662dd197ece414dd5b66e07370201515a3eaf52e7c518c68c16814773b \ + --hash=sha256:5c09cf8f2793f81368f49f118b6f9f937456362bee282eac575cca7f84cda537 \ + --hash=sha256:5e38c2d581d62ee729a6e144c47a71b3f42fb4187508dbbf4fe71d5612c3433b \ + --hash=sha256:5f3f6d315dcc176ba7ca6e74c7768fb7e4cf566c49cb143f6bc257b62e634ed8 \ + --hash=sha256:6516ce375109c60ceec579e699524e9d504cd7578506f01150f7a6bc174a775e \ + --hash=sha256:667ecd5d8d37813a845053d8f5bf110b534c3c9f30e69ebd25d4701385935a6d \ + --hash=sha256:6f1851eab59ca082c95df5a500106bad73672645625e04538b3ad0f69471ffcc \ + --hash=sha256:702590829c30aada1e8cef0568ddbffa77ca747b4d6e36c6d173f66e301f89cc \ + --hash=sha256:7146d64f561498764561e9cd0ed64fcf582e570fc519e6f521e2d0cfd43365e1 \ + --hash=sha256:744991e0cc863dd669c8dc9136ca4e6e0082be2070b9d793cbd64bec872a6815 \ + --hash=sha256:786656bb13c237bbcebcd402f65f44dd61ead60ee3deb045af429d889c8dbc67 \ + --hash=sha256:7a0edb7209e21840e8361e91ea84ea676658aa93edd5f8762793dec77a4a6748 \ + --hash=sha256:7ac81eee3b7c266dd92cee1cd658407b16c57eed08c7421fa354ed68234de380 \ + --hash=sha256:90ad854c0a435da3104c01e2c6f0028d7e719b690998a2333d7218db80950722 \ + --hash=sha256:9257be2f2a03415f9105c486d304a321168e61ad450f6153d77c69504ad764bb \ + --hash=sha256:932c55d1fa7af4423422cb6a492a31cbcbdbe68fd1a9a3f545aa5e7a143b5355 \ + --hash=sha256:a06ba7e2a2ef9131c79c49e63dad355d2d878413a0376c1727c8b9335ff731c7 \ + --hash=sha256:aebed7b50aa6ac698c90f60f854b47e48cd2252b30510e7a1feddaf5a3f72cbf \ + --hash=sha256:b172db79759f5f9bc13ef1c3ef8b9ee7b37b0247f987fbbbdaa15e4f87fd46a9 \ + --hash=sha256:b3c4ea4948d93c9c29dc01c0c23eef66f2101bf75158c291b88de6525c55c3d1 \ + --hash=sha256:b498e9e4022f93de2d5a37615200ca01297ceebbb56fe4c833f46862a490f9e3 \ + --hash=sha256:b4d41379b05528091f00e1728004f9a8d7191260f3862178b88e8fd770206318 \ + --hash=sha256:b69676845a0a66f9da30e87f48be36734d6748024b525ec4710be40194282c84 \ + --hash=sha256:c17398b709a6cce3d9fdb1595c33e356d91c098cd9486cb2cc21ea2ea418e715 \ + --hash=sha256:c380371d3c23e0eadf8ebff114445b9f970aff2010198d498d4ab4c3b41eea4f \ + --hash=sha256:cb783436e47fcf82064baca52ce748af71725d0352e1d31564cbe9c95df92b9c \ + --hash=sha256:cc1c51b846aca49a5a8b44fbba6a92d583a35c64590ad9e1e950dc88940a4297 \ + --hash=sha256:d0b181e9fa8daf1d9f2d4c547527b167cb8838fc587deabca7b5c01f97199e84 \ + --hash=sha256:d2a959c640cdeecdd2ec3136e8ea0441da59bcaf58d67e9c590740addba2cb68 \ + --hash=sha256:d5f256d49fea31f40f166a5e3131235a5d2f4b7f44520b1cf0baf1ce568ccff0 \ + --hash=sha256:d883460c43e8c6b173fef244a2341f7f7c0e9725c7fe68306e8e44ed9c8fb100 \ + --hash=sha256:d8eb7194b084b12feb19142262165832fc6ee879b945491d1c3d4660748020c4 \ + --hash=sha256:d9749313deb729f08207718d29c86246beb2ea3fdba753595b55901dee5d2fd6 \ + --hash=sha256:de66744b2bb88d5cd27e80dfc2ec9f0517d0a46d204ff98fe9e5f2864eb67657 \ + --hash=sha256:e91f61a064c92c307c5a9dc8c05dc9f8a68f0a3be199d9a002a0622e13f874a1 \ + --hash=sha256:f19410b486fdd139885ace124e57f938c1e6a3210ea13dd29cab58f5d4bc12c7 \ + --hash=sha256:f79d5de970fc90cd5591f60053aecfce1fcd736e0303d9f0bf86be649fa68fb8 \ + --hash=sha256:fba2974df0bf8ce3c995fa84b79cde38326e0f7b5409e7a3a481c1141340bcf7 + # via rastr +networkx==3.4.2 ; python_full_version < '3.11' \ + --hash=sha256:307c3669428c5362aab27c8a1260aa8f47c4e91d3891f48be0141738d8d053e1 \ + --hash=sha256:df5d4365b724cf81b8c6a7312509d0c22386097011ad1abe274afd5e9d3bbc5f + # via scikit-image +networkx==3.5 ; python_full_version >= '3.11' \ + --hash=sha256:0030d386a9a06dee3565298b4a734b68589749a544acbb6c412dc9e2489ec6ec \ + --hash=sha256:d4c6f9cf81f52d69230866796b82afbccdec3db7ae4fbd1b65ea750feed50037 + # via scikit-image +numpy==2.2.6 ; python_full_version < '3.11' \ + --hash=sha256:038613e9fb8c72b0a41f025a7e4c3f0b7a1b5d768ece4796b674c8f3fe13efff \ + --hash=sha256:0678000bb9ac1475cd454c6b8c799206af8107e310843532b04d49649c717a47 \ + --hash=sha256:0811bb762109d9708cca4d0b13c4f67146e3c3b7cf8d34018c722adb2d957c84 \ + --hash=sha256:0b605b275d7bd0c640cad4e5d30fa701a8d59302e127e5f79138ad62762c3e3d \ + --hash=sha256:0bca768cd85ae743b2affdc762d617eddf3bcf8724435498a1e80132d04879e6 \ + --hash=sha256:1bc23a79bfabc5d056d106f9befb8d50c31ced2fbc70eedb8155aec74a45798f \ + --hash=sha256:287cc3162b6f01463ccd86be154f284d0893d2b3ed7292439ea97eafa8170e0b \ + --hash=sha256:37c0ca431f82cd5fa716eca9506aefcabc247fb27ba69c5062a6d3ade8cf8f49 \ + --hash=sha256:37e990a01ae6ec7fe7fa1c26c55ecb672dd98b19c3d0e1d1f326fa13cb38d163 \ + --hash=sha256:389d771b1623ec92636b0786bc4ae56abafad4a4c513d36a55dce14bd9ce8571 \ + --hash=sha256:3d70692235e759f260c3d837193090014aebdf026dfd167834bcba43e30c2a42 \ + --hash=sha256:41c5a21f4a04fa86436124d388f6ed60a9343a6f767fced1a8a71c3fbca038ff \ + --hash=sha256:481b49095335f8eed42e39e8041327c05b0f6f4780488f61286ed3c01368d491 \ + --hash=sha256:4eeaae00d789f66c7a25ac5f34b71a7035bb474e679f410e5e1a94deb24cf2d4 \ + --hash=sha256:55a4d33fa519660d69614a9fad433be87e5252f4b03850642f88993f7b2ca566 \ + --hash=sha256:5a6429d4be8ca66d889b7cf70f536a397dc45ba6faeb5f8c5427935d9592e9cf \ + --hash=sha256:5bd4fc3ac8926b3819797a7c0e2631eb889b4118a9898c84f585a54d475b7e40 \ + --hash=sha256:5beb72339d9d4fa36522fc63802f469b13cdbe4fdab4a288f0c441b74272ebfd \ + --hash=sha256:6031dd6dfecc0cf9f668681a37648373bddd6421fff6c66ec1624eed0180ee06 \ + --hash=sha256:71594f7c51a18e728451bb50cc60a3ce4e6538822731b2933209a1f3614e9282 \ + --hash=sha256:74d4531beb257d2c3f4b261bfb0fc09e0f9ebb8842d82a7b4209415896adc680 \ + --hash=sha256:7befc596a7dc9da8a337f79802ee8adb30a552a94f792b9c9d18c840055907db \ + --hash=sha256:894b3a42502226a1cac872f840030665f33326fc3dac8e57c607905773cdcde3 \ + --hash=sha256:8e41fd67c52b86603a91c1a505ebaef50b3314de0213461c7a6e99c9a3beff90 \ + --hash=sha256:8e9ace4a37db23421249ed236fdcdd457d671e25146786dfc96835cd951aa7c1 \ + --hash=sha256:8fc377d995680230e83241d8a96def29f204b5782f371c532579b4f20607a289 \ + --hash=sha256:9551a499bf125c1d4f9e250377c1ee2eddd02e01eac6644c080162c0c51778ab \ + --hash=sha256:b0544343a702fa80c95ad5d3d608ea3599dd54d4632df855e4c8d24eb6ecfa1c \ + --hash=sha256:b093dd74e50a8cba3e873868d9e93a85b78e0daf2e98c6797566ad8044e8363d \ + --hash=sha256:b412caa66f72040e6d268491a59f2c43bf03eb6c96dd8f0307829feb7fa2b6fb \ + --hash=sha256:b4f13750ce79751586ae2eb824ba7e1e8dba64784086c98cdbbcc6a42112ce0d \ + --hash=sha256:b64d8d4d17135e00c8e346e0a738deb17e754230d7e0810ac5012750bbd85a5a \ + --hash=sha256:ba10f8411898fc418a521833e014a77d3ca01c15b0c6cdcce6a0d2897e6dbbdf \ + --hash=sha256:bd48227a919f1bafbdda0583705e547892342c26fb127219d60a5c36882609d1 \ + --hash=sha256:c1f9540be57940698ed329904db803cf7a402f3fc200bfe599334c9bd84a40b2 \ + --hash=sha256:c820a93b0255bc360f53eca31a0e676fd1101f673dda8da93454a12e23fc5f7a \ + --hash=sha256:ce47521a4754c8f4593837384bd3424880629f718d87c5d44f8ed763edd63543 \ + --hash=sha256:d042d24c90c41b54fd506da306759e06e568864df8ec17ccc17e9e884634fd00 \ + --hash=sha256:de749064336d37e340f640b05f24e9e3dd678c57318c7289d222a8a2f543e90c \ + --hash=sha256:e1dda9c7e08dc141e0247a5b8f49cf05984955246a327d4c48bda16821947b2f \ + --hash=sha256:e29554e2bef54a90aa5cc07da6ce955accb83f21ab5de01a62c8478897b264fd \ + --hash=sha256:e3143e4451880bed956e706a3220b4e5cf6172ef05fcc397f6f36a550b1dd868 \ + --hash=sha256:e8213002e427c69c45a52bbd94163084025f533a55a59d6f9c5b820774ef3303 \ + --hash=sha256:efd28d4e9cd7d7a8d39074a4d44c63eda73401580c5c76acda2ce969e0a38e83 \ + --hash=sha256:f0fd6321b839904e15c46e0d257fdd101dd7f530fe03fd6359c1ea63738703f3 \ + --hash=sha256:f1372f041402e37e5e633e586f62aa53de2eac8d98cbfb822806ce4bbefcb74d \ + --hash=sha256:f2618db89be1b4e05f7a1a847a9c1c0abd63e63a1607d892dd54668dd92faf87 \ + --hash=sha256:f447e6acb680fd307f40d3da4852208af94afdfab89cf850986c3ca00562f4fa \ + --hash=sha256:f92729c95468a2f4f15e9bb94c432a9229d0d50de67304399627a943201baa2f \ + --hash=sha256:f9f1adb22318e121c5c69a09142811a201ef17ab257a1e66ca3025065b7f53ae \ + --hash=sha256:fc0c5673685c508a142ca65209b4e79ed6740a4ed6b2267dbba90f34b0b3cfda \ + --hash=sha256:fc7b73d02efb0e18c000e9ad8b83480dfcd5dfd11065997ed4c6747470ae8915 \ + --hash=sha256:fd83c01228a688733f1ded5201c678f0c53ecc1006ffbc404db9f7a899ac6249 \ + --hash=sha256:fe27749d33bb772c80dcd84ae7e8df2adc920ae8297400dabec45f0dedb3f6de \ + --hash=sha256:fee4236c876c4e8369388054d02d0e9bb84821feb1a64dd59e137e6511a551f8 + # via + # contourpy + # folium + # geopandas + # imageio + # matplotlib + # pandas + # pyogrio + # rasterio + # rastr + # scikit-image + # scipy + # shapely + # tifffile +numpy==2.3.3 ; python_full_version >= '3.11' \ + --hash=sha256:067e3d7159a5d8f8a0b46ee11148fc35ca9b21f61e3c49fbd0a027450e65a33b \ + --hash=sha256:0edd58682a399824633b66885d699d7de982800053acf20be1eaa46d92009c54 \ + --hash=sha256:0ffc4f5caba7dfcbe944ed674b7eef683c7e94874046454bb79ed7ee0236f59d \ + --hash=sha256:1250c5d3d2562ec4174bce2e3a1523041595f9b651065e4a4473f5f48a6bc8a5 \ + --hash=sha256:179a42101b845a816d464b6fe9a845dfaf308fdfc7925387195570789bb2c970 \ + --hash=sha256:1c02d0629d25d426585fb2e45a66154081b9fa677bc92a881ff1d216bc9919a8 \ + --hash=sha256:1e02c7159791cd481e1e6d5ddd766b62a4d5acf8df4d4d1afe35ee9c5c33a41e \ + --hash=sha256:2990adf06d1ecee3b3dcbb4977dfab6e9f09807598d647f04d385d29e7a3c3d3 \ + --hash=sha256:2e267c7da5bf7309670523896df97f93f6e469fb931161f483cd6882b3b1a5dc \ + --hash=sha256:367ad5d8fbec5d9296d18478804a530f1191e24ab4d75ab408346ae88045d25e \ + --hash=sha256:396b254daeb0a57b1fe0ecb5e3cff6fa79a380fa97c8f7781a6d08cd429418fe \ + --hash=sha256:3c7cf302ac6e0b76a64c4aecf1a09e51abd9b01fc7feee80f6c43e3ab1b1dbc5 \ + --hash=sha256:40051003e03db4041aa325da2a0971ba41cf65714e65d296397cc0e32de6018b \ + --hash=sha256:414a97499480067d305fcac9716c29cf4d0d76db6ebf0bf3cbce666677f12652 \ + --hash=sha256:433bf137e338677cebdd5beac0199ac84712ad9d630b74eceeb759eaa45ddf30 \ + --hash=sha256:4384a169c4d8f97195980815d6fcad04933a7e1ab3b530921c3fef7a1c63426d \ + --hash=sha256:497d7cad08e7092dba36e3d296fe4c97708c93daf26643a1ae4b03f6294d30eb \ + --hash=sha256:50a5fe69f135f88a2be9b6ca0481a68a136f6febe1916e4920e12f1a34e708a7 \ + --hash=sha256:533ca5f6d325c80b6007d4d7fb1984c303553534191024ec6a524a4c92a5935a \ + --hash=sha256:5534ed6b92f9b7dca6c0a19d6df12d41c68b991cef051d108f6dbff3babc4ebf \ + --hash=sha256:5b83648633d46f77039c29078751f80da65aa64d5622a3cd62aaef9d835b6c93 \ + --hash=sha256:691808c2b26b0f002a032c73255d0bd89751425f379f7bcd22d140db593a96e8 \ + --hash=sha256:6ee9086235dd6ab7ae75aba5662f582a81ced49f0f1c6de4260a78d8f2d91a19 \ + --hash=sha256:74c2a948d02f88c11a3c075d9733f1ae67d97c6bdb97f2bb542f980458b257e7 \ + --hash=sha256:75370986cc0bc66f4ce5110ad35aae6d182cc4ce6433c40ad151f53690130bf1 \ + --hash=sha256:78c9f6560dc7e6b3990e32df7ea1a50bbd0e2a111e05209963f5ddcab7073b0b \ + --hash=sha256:7af05ed4dc19f308e1d9fc759f36f21921eb7bbfc82843eeec6b2a2863a0aefa \ + --hash=sha256:7f025652034199c301049296b59fa7d52c7e625017cae4c75d8662e377bf487d \ + --hash=sha256:823d04112bc85ef5c4fda73ba24e6096c8f869931405a80aa8b0e604510a26bc \ + --hash=sha256:8596ba2f8af5f93b01d97563832686d20206d303024777f6dfc2e7c7c3f1850e \ + --hash=sha256:8e9aced64054739037d42fb84c54dd38b81ee238816c948c8f3ed134665dcd86 \ + --hash=sha256:8f6ac61a217437946a1fa48d24c47c91a0c4f725237871117dea264982128097 \ + --hash=sha256:901bf6123879b7f251d3631967fd574690734236075082078e0571977c6a8e6a \ + --hash=sha256:93d4962d8f82af58f0b2eb85daaf1b3ca23fe0a85d0be8f1f2b7bb46034e56d7 \ + --hash=sha256:94fcaa68757c3e2e668ddadeaa86ab05499a70725811e582b6a9858dd472fb30 \ + --hash=sha256:952cfd0748514ea7c3afc729a0fc639e61655ce4c55ab9acfab14bda4f402b4c \ + --hash=sha256:9591e1221db3f37751e6442850429b3aabf7026d3b05542d102944ca7f00c8a8 \ + --hash=sha256:99683cbe0658f8271b333a1b1b4bb3173750ad59c0c61f5bbdc5b318918fffe3 \ + --hash=sha256:9ad12e976ca7b10f1774b03615a2a4bab8addce37ecc77394d8e986927dc0dfe \ + --hash=sha256:9cc48e09feb11e1db00b320e9d30a4151f7369afb96bd0e48d942d09da3a0d00 \ + --hash=sha256:9dc13c6a5829610cc07422bc74d3ac083bd8323f14e2827d992f9e52e22cd6a6 \ + --hash=sha256:9e318ee0596d76d4cb3d78535dc005fa60e5ea348cd131a51e99d0bdbe0b54fe \ + --hash=sha256:a333b4ed33d8dc2b373cc955ca57babc00cd6f9009991d9edc5ddbc1bac36bcd \ + --hash=sha256:afd07d377f478344ec6ca2b8d4ca08ae8bd44706763d1efb56397de606393f48 \ + --hash=sha256:b001bae8cea1c7dfdb2ae2b017ed0a6f2102d7a70059df1e338e307a4c78a8ae \ + --hash=sha256:b37a0b2e5935409daebe82c1e42274d30d9dd355852529eab91dab8dcca7419f \ + --hash=sha256:b912f2ed2b67a129e6a601e9d93d4fa37bef67e54cac442a2f588a54afe5c67a \ + --hash=sha256:bc92a5dedcc53857249ca51ef29f5e5f2f8c513e22cfb90faeb20343b8c6f7a6 \ + --hash=sha256:ca0309a18d4dfea6fc6262a66d06c26cfe4640c3926ceec90e57791a82b6eee5 \ + --hash=sha256:cb248499b0bc3be66ebd6578b83e5acacf1d6cb2a77f2248ce0e40fbec5a76d0 \ + --hash=sha256:cb32e3cf0f762aee47ad1ddc6672988f7f27045b0783c887190545baba73aa25 \ + --hash=sha256:cd052f1fa6a78dee696b58a914b7229ecfa41f0a6d96dc663c1220a55e137593 \ + --hash=sha256:cd4260f64bc794c3390a63bf0728220dd1a68170c169088a1e0dfa2fde1be12f \ + --hash=sha256:cd7de500a5b66319db419dc3c345244404a164beae0d0937283b907d8152e6ea \ + --hash=sha256:ce020080e4a52426202bdb6f7691c65bb55e49f261f31a8f506c9f6bc7450421 \ + --hash=sha256:cfdd09f9c84a1a934cde1eec2267f0a43a7cd44b2cca4ff95b7c0d14d144b0bf \ + --hash=sha256:d00de139a3324e26ed5b95870ce63be7ec7352171bc69a4cf1f157a48e3eb6b7 \ + --hash=sha256:d79715d95f1894771eb4e60fb23f065663b2298f7d22945d66877aadf33d00c7 \ + --hash=sha256:d8f3b1080782469fdc1718c4ed1d22549b5fb12af0d57d35e992158a772a37cf \ + --hash=sha256:d9192da52b9745f7f0766531dcfa978b7763916f158bb63bdb8a1eca0068ab20 \ + --hash=sha256:d9d537a39cc9de668e5cd0e25affb17aec17b577c6b3ae8a3d866b479fbe88d0 \ + --hash=sha256:da1a74b90e7483d6ce5244053399a614b1d6b7bc30a60d2f570e5071f8959d3e \ + --hash=sha256:dca2d0fc80b3893ae72197b39f69d55a3cd8b17ea1b50aa4c62de82419936150 \ + --hash=sha256:ddc7c39727ba62b80dfdbedf400d1c10ddfa8eefbd7ec8dcb118be8b56d31029 \ + --hash=sha256:e1ec5615b05369925bd1125f27df33f3b6c8bc10d788d5999ecd8769a1fa04db \ + --hash=sha256:e6687dc183aa55dae4a705b35f9c0f8cb178bcaa2f029b241ac5356221d5c021 \ + --hash=sha256:e7e946c7170858a0295f79a60214424caac2ffdb0063d4d79cb681f9aa0aa569 \ + --hash=sha256:eb63d443d7b4ffd1e873f8155260d7f58e7e4b095961b01c91062935c2491e57 \ + --hash=sha256:ec9d249840f6a565f58d8f913bccac2444235025bbb13e9a4681783572ee3caa \ + --hash=sha256:ed635ff692483b8e3f0fcaa8e7eb8a75ee71aa6d975388224f70821421800cea \ + --hash=sha256:eda59e44957d272846bb407aad19f89dc6f58fecf3504bd144f4c5cf81a7eacc \ + --hash=sha256:f0dadeb302887f07431910f67a14d57209ed91130be0adea2f9793f1a4f817cf \ + --hash=sha256:f0ddb4b96a87b6728df9362135e764eac3cfa674499943ebc44ce96c478ab125 \ + --hash=sha256:f5415fb78995644253370985342cd03572ef8620b934da27d77377a2285955bf + # via + # contourpy + # folium + # geopandas + # imageio + # matplotlib + # pandas + # pyogrio + # rasterio + # rastr + # scikit-image + # scipy + # shapely + # tifffile +packaging==25.0 \ + --hash=sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484 \ + --hash=sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f + # via + # geopandas + # lazy-loader + # matplotlib + # pyogrio + # scikit-image +pandas==2.3.3 \ + --hash=sha256:0242fe9a49aa8b4d78a4fa03acb397a58833ef6199e9aa40a95f027bb3a1b6e7 \ + --hash=sha256:1611aedd912e1ff81ff41c745822980c49ce4a7907537be8692c8dbc31924593 \ + --hash=sha256:1b07204a219b3b7350abaae088f451860223a52cfb8a6c53358e7948735158e5 \ + --hash=sha256:1d37b5848ba49824e5c30bedb9c830ab9b7751fd049bc7914533e01c65f79791 \ + --hash=sha256:2462b1a365b6109d275250baaae7b760fd25c726aaca0054649286bcfbb3e8ec \ + --hash=sha256:28083c648d9a99a5dd035ec125d42439c6c1c525098c58af0fc38dd1a7a1b3d4 \ + --hash=sha256:2e3ebdb170b5ef78f19bfb71b0dc5dc58775032361fa188e814959b74d726dd5 \ + --hash=sha256:318d77e0e42a628c04dc56bcef4b40de67918f7041c2b061af1da41dcff670ac \ + --hash=sha256:371a4ab48e950033bcf52b6527eccb564f52dc826c02afd9a1bc0ab731bba084 \ + --hash=sha256:376c6446ae31770764215a6c937f72d917f214b43560603cd60da6408f183b6c \ + --hash=sha256:3869faf4bd07b3b66a9f462417d0ca3a9df29a9f6abd5d0d0dbab15dac7abe87 \ + --hash=sha256:3fd2f887589c7aa868e02632612ba39acb0b8948faf5cc58f0850e165bd46f35 \ + --hash=sha256:4793891684806ae50d1288c9bae9330293ab4e083ccd1c5e383c34549c6e4250 \ + --hash=sha256:4e0a175408804d566144e170d0476b15d78458795bb18f1304fb94160cabf40c \ + --hash=sha256:503cf027cf9940d2ceaa1a93cfb5f8c8c7e6e90720a2850378f0b3f3b1e06826 \ + --hash=sha256:56851a737e3470de7fa88e6131f41281ed440d29a9268dcbf0002da5ac366713 \ + --hash=sha256:5caf26f64126b6c7aec964f74266f435afef1c1b13da3b0636c7518a1fa3e2b1 \ + --hash=sha256:602b8615ebcc4a0c1751e71840428ddebeb142ec02c786e8ad6b1ce3c8dec523 \ + --hash=sha256:6253c72c6a1d990a410bc7de641d34053364ef8bcd3126f7e7450125887dffe3 \ + --hash=sha256:6435cb949cb34ec11cc9860246ccb2fdc9ecd742c12d3304989017d53f039a78 \ + --hash=sha256:6d21f6d74eb1725c2efaa71a2bfc661a0689579b58e9c0ca58a739ff0b002b53 \ + --hash=sha256:6d2cefc361461662ac48810cb14365a365ce864afe85ef1f447ff5a1e99ea81c \ + --hash=sha256:74ecdf1d301e812db96a465a525952f4dde225fdb6d8e5a521d47e1f42041e21 \ + --hash=sha256:75ea25f9529fdec2d2e93a42c523962261e567d250b0013b16210e1d40d7c2e5 \ + --hash=sha256:8fe25fc7b623b0ef6b5009149627e34d2a4657e880948ec3c840e9402e5c1b45 \ + --hash=sha256:900f47d8f20860de523a1ac881c4c36d65efcb2eb850e6948140fa781736e110 \ + --hash=sha256:93c2d9ab0fc11822b5eece72ec9587e172f63cff87c00b062f6e37448ced4493 \ + --hash=sha256:a16dcec078a01eeef8ee61bf64074b4e524a2a3f4b3be9326420cabe59c4778b \ + --hash=sha256:a21d830e78df0a515db2b3d2f5570610f5e6bd2e27749770e8bb7b524b89b450 \ + --hash=sha256:a45c765238e2ed7d7c608fc5bc4a6f88b642f2f01e70c0c23d2224dd21829d86 \ + --hash=sha256:a68e15f780eddf2b07d242e17a04aa187a7ee12b40b930bfdd78070556550e98 \ + --hash=sha256:b3d11d2fda7eb164ef27ffc14b4fcab16a80e1ce67e9f57e19ec0afaf715ba89 \ + --hash=sha256:b468d3dad6ff947df92dcb32ede5b7bd41a9b3cceef0a30ed925f6d01fb8fa66 \ + --hash=sha256:b98560e98cb334799c0b07ca7967ac361a47326e9b4e5a7dfb5ab2b1c9d35a1b \ + --hash=sha256:bdcd9d1167f4885211e401b3036c0c8d9e274eee67ea8d0758a256d60704cfe8 \ + --hash=sha256:c46467899aaa4da076d5abc11084634e2d197e9460643dd455ac3db5856b24d6 \ + --hash=sha256:c4fc4c21971a1a9f4bdb4c73978c7f7256caa3e62b323f70d6cb80db583350bc \ + --hash=sha256:d051c0e065b94b7a3cea50eb1ec32e912cd96dba41647eb24104b6c6c14c5788 \ + --hash=sha256:db4301b2d1f926ae677a751eb2bd0e8c5f5319c9cb3f88b0becbbb0b07b34151 \ + --hash=sha256:dd7478f1463441ae4ca7308a70e90b33470fa593429f9d4c578dd00d1fa78838 \ + --hash=sha256:e05e1af93b977f7eafa636d043f9f94c7ee3ac81af99c13508215942e64c993b \ + --hash=sha256:e19d192383eab2f4ceb30b412b22ea30690c9e618f78870357ae1d682912015a \ + --hash=sha256:e32e7cc9af0f1cc15548288a51a3b681cc2a219faa838e995f7dc53dbab1062d \ + --hash=sha256:ecaf1e12bdc03c86ad4a7ea848d66c685cb6851d807a26aa245ca3d2017a1908 \ + --hash=sha256:ee15f284898e7b246df8087fc82b87b01686f98ee67d85a17b7ab44143a3a9a0 \ + --hash=sha256:ee67acbbf05014ea6c763beb097e03cd629961c8a632075eeb34247120abcb4b \ + --hash=sha256:f086f6fe114e19d92014a1966f43a3e62285109afe874f067f5abbdcbb10e59c \ + --hash=sha256:f8bfc0e12dc78f777f323f55c58649591b2cd0c43534e8355c51d3fede5f4dee + # via + # geopandas + # pins + # rastr +pillow==11.3.0 \ + --hash=sha256:023f6d2d11784a465f09fd09a34b150ea4672e85fb3d05931d89f373ab14abb2 \ + --hash=sha256:02a723e6bf909e7cea0dac1b0e0310be9d7650cd66222a5f1c571455c0a45214 \ + --hash=sha256:040a5b691b0713e1f6cbe222e0f4f74cd233421e105850ae3b3c0ceda520f42e \ + --hash=sha256:05f6ecbeff5005399bb48d198f098a9b4b6bdf27b8487c7f38ca16eeb070cd59 \ + --hash=sha256:068d9c39a2d1b358eb9f245ce7ab1b5c3246c7c8c7d9ba58cfa5b43146c06e50 \ + --hash=sha256:0743841cabd3dba6a83f38a92672cccbd69af56e3e91777b0ee7f4dba4385632 \ + --hash=sha256:0b275ff9b04df7b640c59ec5a3cb113eefd3795a8df80bac69646ef699c6981a \ + --hash=sha256:0bce5c4fd0921f99d2e858dc4d4d64193407e1b99478bc5cacecba2311abde51 \ + --hash=sha256:1019b04af07fc0163e2810167918cb5add8d74674b6267616021ab558dc98ced \ + --hash=sha256:106064daa23a745510dabce1d84f29137a37224831d88eb4ce94bb187b1d7e5f \ + --hash=sha256:118ca10c0d60b06d006be10a501fd6bbdfef559251ed31b794668ed569c87e12 \ + --hash=sha256:13f87d581e71d9189ab21fe0efb5a23e9f28552d5be6979e84001d3b8505abe8 \ + --hash=sha256:155658efb5e044669c08896c0c44231c5e9abcaadbc5cd3648df2f7c0b96b9a6 \ + --hash=sha256:1904e1264881f682f02b7f8167935cce37bc97db457f8e7849dc3a6a52b99580 \ + --hash=sha256:19d2ff547c75b8e3ff46f4d9ef969a06c30ab2d4263a9e287733aa8b2429ce8f \ + --hash=sha256:1a992e86b0dd7aeb1f053cd506508c0999d710a8f07b4c791c63843fc6a807ac \ + --hash=sha256:1b9c17fd4ace828b3003dfd1e30bff24863e0eb59b535e8f80194d9cc7ecf860 \ + --hash=sha256:1c627742b539bba4309df89171356fcb3cc5a9178355b2727d1b74a6cf155fbd \ + --hash=sha256:1cd110edf822773368b396281a2293aeb91c90a2db00d78ea43e7e861631b722 \ + --hash=sha256:1f85acb69adf2aaee8b7da124efebbdb959a104db34d3a2cb0f3793dbae422a8 \ + --hash=sha256:2465a69cf967b8b49ee1b96d76718cd98c4e925414ead59fdf75cf0fd07df673 \ + --hash=sha256:2a3117c06b8fb646639dce83694f2f9eac405472713fcb1ae887469c0d4f6788 \ + --hash=sha256:2aceea54f957dd4448264f9bf40875da0415c83eb85f55069d89c0ed436e3542 \ + --hash=sha256:2d6fcc902a24ac74495df63faad1884282239265c6839a0a6416d33faedfae7e \ + --hash=sha256:30807c931ff7c095620fe04448e2c2fc673fcbb1ffe2a7da3fb39613489b1ddd \ + --hash=sha256:30b7c02f3899d10f13d7a48163c8969e4e653f8b43416d23d13d1bbfdc93b9f8 \ + --hash=sha256:3828ee7586cd0b2091b6209e5ad53e20d0649bbe87164a459d0676e035e8f523 \ + --hash=sha256:3cee80663f29e3843b68199b9d6f4f54bd1d4a6b59bdd91bceefc51238bcb967 \ + --hash=sha256:3e184b2f26ff146363dd07bde8b711833d7b0202e27d13540bfe2e35a323a809 \ + --hash=sha256:41342b64afeba938edb034d122b2dda5db2139b9a4af999729ba8818e0056477 \ + --hash=sha256:41742638139424703b4d01665b807c6468e23e699e8e90cffefe291c5832b027 \ + --hash=sha256:4445fa62e15936a028672fd48c4c11a66d641d2c05726c7ec1f8ba6a572036ae \ + --hash=sha256:45dfc51ac5975b938e9809451c51734124e73b04d0f0ac621649821a63852e7b \ + --hash=sha256:465b9e8844e3c3519a983d58b80be3f668e2a7a5db97f2784e7079fbc9f9822c \ + --hash=sha256:4c834a3921375c48ee6b9624061076bc0a32a60b5532b322cc0ea64e639dd50e \ + --hash=sha256:4c96f993ab8c98460cd0c001447bff6194403e8b1d7e149ade5f00594918128b \ + --hash=sha256:504b6f59505f08ae014f724b6207ff6222662aab5cc9542577fb084ed0676ac7 \ + --hash=sha256:527b37216b6ac3a12d7838dc3bd75208ec57c1c6d11ef01902266a5a0c14fc27 \ + --hash=sha256:5418b53c0d59b3824d05e029669efa023bbef0f3e92e75ec8428f3799487f361 \ + --hash=sha256:59a03cdf019efbfeeed910bf79c7c93255c3d54bc45898ac2a4140071b02b4ae \ + --hash=sha256:5e05688ccef30ea69b9317a9ead994b93975104a677a36a8ed8106be9260aa6d \ + --hash=sha256:643f189248837533073c405ec2f0bb250ba54598cf80e8c1e043381a60632f58 \ + --hash=sha256:65dc69160114cdd0ca0f35cb434633c75e8e7fad4cf855177a05bf38678f73ad \ + --hash=sha256:67172f2944ebba3d4a7b54f2e95c786a3a50c21b88456329314caaa28cda70f6 \ + --hash=sha256:676b2815362456b5b3216b4fd5bd89d362100dc6f4945154ff172e206a22c024 \ + --hash=sha256:6be31e3fc9a621e071bc17bb7de63b85cbe0bfae91bb0363c893cbe67247780d \ + --hash=sha256:7107195ddc914f656c7fc8e4a5e1c25f32e9236ea3ea860f257b0436011fddd0 \ + --hash=sha256:71f511f6b3b91dd543282477be45a033e4845a40278fa8dcdbfdb07109bf18f9 \ + --hash=sha256:7859a4cc7c9295f5838015d8cc0a9c215b77e43d07a25e460f35cf516df8626f \ + --hash=sha256:7966e38dcd0fa11ca390aed7c6f20454443581d758242023cf36fcb319b1a874 \ + --hash=sha256:79ea0d14d3ebad43ec77ad5272e6ff9bba5b679ef73375ea760261207fa8e0aa \ + --hash=sha256:7b161756381f0918e05e7cb8a371fff367e807770f8fe92ecb20d905d0e1c149 \ + --hash=sha256:7c8ec7a017ad1bd562f93dbd8505763e688d388cde6e4a010ae1486916e713e6 \ + --hash=sha256:7d1aa4de119a0ecac0a34a9c8bde33f34022e2e8f99104e47a3ca392fd60e37d \ + --hash=sha256:7db51d222548ccfd274e4572fdbf3e810a5e66b00608862f947b163e613b67dd \ + --hash=sha256:819931d25e57b513242859ce1876c58c59dc31587847bf74cfe06b2e0cb22d2f \ + --hash=sha256:83e1b0161c9d148125083a35c1c5a89db5b7054834fd4387499e06552035236c \ + --hash=sha256:857844335c95bea93fb39e0fa2726b4d9d758850b34075a7e3ff4f4fa3aa3b31 \ + --hash=sha256:8797edc41f3e8536ae4b10897ee2f637235c94f27404cac7297f7b607dd0716e \ + --hash=sha256:8924748b688aa210d79883357d102cd64690e56b923a186f35a82cbc10f997db \ + --hash=sha256:89bd777bc6624fe4115e9fac3352c79ed60f3bb18651420635f26e643e3dd1f6 \ + --hash=sha256:8dc70ca24c110503e16918a658b869019126ecfe03109b754c402daff12b3d9f \ + --hash=sha256:91da1d88226663594e3f6b4b8c3c8d85bd504117d043740a8e0ec449087cc494 \ + --hash=sha256:921bd305b10e82b4d1f5e802b6850677f965d8394203d182f078873851dada69 \ + --hash=sha256:932c754c2d51ad2b2271fd01c3d121daaa35e27efae2a616f77bf164bc0b3e94 \ + --hash=sha256:93efb0b4de7e340d99057415c749175e24c8864302369e05914682ba642e5d77 \ + --hash=sha256:97f07ed9f56a3b9b5f49d3661dc9607484e85c67e27f3e8be2c7d28ca032fec7 \ + --hash=sha256:98a9afa7b9007c67ed84c57c9e0ad86a6000da96eaa638e4f8abe5b65ff83f0a \ + --hash=sha256:9ab6ae226de48019caa8074894544af5b53a117ccb9d3b3dcb2871464c829438 \ + --hash=sha256:9c412fddd1b77a75aa904615ebaa6001f169b26fd467b4be93aded278266b288 \ + --hash=sha256:a1bc6ba083b145187f648b667e05a2534ecc4b9f2784c2cbe3089e44868f2b9b \ + --hash=sha256:a418486160228f64dd9e9efcd132679b7a02a5f22c982c78b6fc7dab3fefb635 \ + --hash=sha256:a4d336baed65d50d37b88ca5b60c0fa9d81e3a87d4a7930d3880d1624d5b31f3 \ + --hash=sha256:a6444696fce635783440b7f7a9fc24b3ad10a9ea3f0ab66c5905be1c19ccf17d \ + --hash=sha256:a7bc6e6fd0395bc052f16b1a8670859964dbd7003bd0af2ff08342eb6e442cfe \ + --hash=sha256:b4b8f3efc8d530a1544e5962bd6b403d5f7fe8b9e08227c6b255f98ad82b4ba0 \ + --hash=sha256:b5f56c3f344f2ccaf0dd875d3e180f631dc60a51b314295a3e681fe8cf851fbe \ + --hash=sha256:be5463ac478b623b9dd3937afd7fb7ab3d79dd290a28e2b6df292dc75063eb8a \ + --hash=sha256:c37d8ba9411d6003bba9e518db0db0c58a680ab9fe5179f040b0463644bc9805 \ + --hash=sha256:c84d689db21a1c397d001aa08241044aa2069e7587b398c8cc63020390b1c1b8 \ + --hash=sha256:c96d333dcf42d01f47b37e0979b6bd73ec91eae18614864622d9b87bbd5bbf36 \ + --hash=sha256:cc3e831b563b3114baac7ec2ee86819eb03caa1a2cef0b481a5675b59c4fe23b \ + --hash=sha256:cd8ff254faf15591e724dc7c4ddb6bf4793efcbe13802a4ae3e863cd300b493e \ + --hash=sha256:d000f46e2917c705e9fb93a3606ee4a819d1e3aa7a9b442f6444f07e77cf5e25 \ + --hash=sha256:d9da3df5f9ea2a89b81bb6087177fb1f4d1c7146d583a3fe5c672c0d94e55e12 \ + --hash=sha256:e67d793d180c9df62f1f40aee3accca4829d3794c95098887edc18af4b8b780c \ + --hash=sha256:eb76541cba2f958032d79d143b98a3a6b3ea87f0959bbe256c0b5e416599fd5d \ + --hash=sha256:ec1ee50470b0d050984394423d96325b744d55c701a439d2bd66089bff963d3c \ + --hash=sha256:ee92f2fd10f4adc4b43d07ec5e779932b4eb3dbfbc34790ada5a6669bc095aa6 \ + --hash=sha256:f0f5d8f4a08090c6d6d578351a2b91acf519a54986c055af27e7a93feae6d3f1 \ + --hash=sha256:f1f182ebd2303acf8c380a54f615ec883322593320a9b00438eb842c1f37ae50 \ + --hash=sha256:f8a5827f84d973d8636e9dc5764af4f0cf2318d26744b3d902931701b0d46653 \ + --hash=sha256:f944255db153ebb2b19c51fe85dd99ef0ce494123f21b9db4877ffdfc5590c7c \ + --hash=sha256:fdae223722da47b024b867c1ea0be64e0df702c5e0a60e27daad39bf960dd1e4 \ + --hash=sha256:fe27fb049cdcca11f11a7bfda64043c37b30e6b91f10cb5bab275806c32f6ab3 + # via + # imageio + # matplotlib + # scikit-image +pins==0.9.1 \ + --hash=sha256:d163f0342cf57f5fa40aefb700914da4a7e6554c52dc760903eaefaeace13311 \ + --hash=sha256:fa0c7294554470496f362aeee682f02c1e17d351aa0a3f09533b2e0c5e9c3738 + # via geopins +pyarrow==21.0.0 \ + --hash=sha256:072116f65604b822a7f22945a7a6e581cfa28e3454fdcc6939d4ff6090126623 \ + --hash=sha256:186aa00bca62139f75b7de8420f745f2af12941595bbbfa7ed3870ff63e25636 \ + --hash=sha256:1e005378c4a2c6db3ada3ad4c217b381f6c886f0a80d6a316fe586b90f77efd7 \ + --hash=sha256:222c39e2c70113543982c6b34f3077962b44fca38c0bd9e68bb6781534425c10 \ + --hash=sha256:26bfd95f6bff443ceae63c65dc7e048670b7e98bc892210acba7e4995d3d4b51 \ + --hash=sha256:3a302f0e0963db37e0a24a70c56cf91a4faa0bca51c23812279ca2e23481fccd \ + --hash=sha256:3a81486adc665c7eb1a2bde0224cfca6ceaba344a82a971ef059678417880eb8 \ + --hash=sha256:40ebfcb54a4f11bcde86bc586cbd0272bac0d516cfa539c799c2453768477569 \ + --hash=sha256:479ee41399fcddc46159a551705b89c05f11e8b8cb8e968f7fec64f62d91985e \ + --hash=sha256:5051f2dccf0e283ff56335760cbc8622cf52264d67e359d5569541ac11b6d5bc \ + --hash=sha256:555ca6935b2cbca2c0e932bedd853e9bc523098c39636de9ad4693b5b1df86d6 \ + --hash=sha256:585e7224f21124dd57836b1530ac8f2df2afc43c861d7bf3d58a4870c42ae36c \ + --hash=sha256:58c30a1729f82d201627c173d91bd431db88ea74dcaa3885855bc6203e433b82 \ + --hash=sha256:6299449adf89df38537837487a4f8d3bd91ec94354fdd2a7d30bc11c48ef6e79 \ + --hash=sha256:65f8e85f79031449ec8706b74504a316805217b35b6099155dd7e227eef0d4b6 \ + --hash=sha256:689f448066781856237eca8d1975b98cace19b8dd2ab6145bf49475478bcaa10 \ + --hash=sha256:69cbbdf0631396e9925e048cfa5bce4e8c3d3b41562bbd70c685a8eb53a91e61 \ + --hash=sha256:731c7022587006b755d0bdb27626a1a3bb004bb56b11fb30d98b6c1b4718579d \ + --hash=sha256:7be45519b830f7c24b21d630a31d48bcebfd5d4d7f9d3bdb49da9cdf6d764edb \ + --hash=sha256:8d58d8497814274d3d20214fbb24abcad2f7e351474357d552a8d53bce70c70e \ + --hash=sha256:9b0b14b49ac10654332a805aedfc0147fb3469cbf8ea951b3d040dab12372594 \ + --hash=sha256:9d9f8bcb4c3be7738add259738abdeddc363de1b80e3310e04067aa1ca596634 \ + --hash=sha256:a7a102574faa3f421141a64c10216e078df467ab9576684d5cd696952546e2da \ + --hash=sha256:b6b27cf01e243871390474a211a7922bfbe3bda21e39bc9160daf0da3fe48876 \ + --hash=sha256:b7ae0bbdc8c6674259b25bef5d2a1d6af5d39d7200c819cf99e07f7dfef1c51e \ + --hash=sha256:bd04ec08f7f8bd113c55868bd3fc442a9db67c27af098c5f814a3091e71cc61a \ + --hash=sha256:c077f48aab61738c237802836fc3844f85409a46015635198761b0d6a688f87b \ + --hash=sha256:cf56ec8b0a5c8c9d7021d6fd754e688104f9ebebf1bf4449613c9531f5346a18 \ + --hash=sha256:d2fe8e7f3ce329a71b7ddd7498b3cfac0eeb200c2789bd840234f0dc271a8efe \ + --hash=sha256:dc56bc708f2d8ac71bd1dcb927e458c93cec10b98eb4120206a4091db7b67b99 \ + --hash=sha256:e563271e2c5ff4d4a4cbeb2c83d5cf0d4938b891518e676025f7268c6fe5fe26 \ + --hash=sha256:e72a8ec6b868e258a2cd2672d91f2860ad532d590ce94cdf7d5e7ec674ccf03d \ + --hash=sha256:e99310a4ebd4479bcd1964dff9e14af33746300cb014aa4a3781738ac63baf4a \ + --hash=sha256:f522e5709379d72fb3da7785aa489ff0bb87448a9dc5a75f45763a795a089ebd \ + --hash=sha256:fc0d2f88b81dcf3ccf9a6ae17f89183762c8a94a5bdcfa09e05cfe413acf0503 \ + --hash=sha256:fee33b0ca46f4c85443d6c450357101e47d53e6c3f008d658c27a2d020d44c79 + # via geopins +pydantic==2.12.2 \ + --hash=sha256:25ff718ee909acd82f1ff9b1a4acfd781bb23ab3739adaa7144f19a6a4e231ae \ + --hash=sha256:7b8fa15b831a4bbde9d5b84028641ac3080a4ca2cbd4a621a661687e741624fd + # via rastr +pydantic-core==2.41.4 \ + --hash=sha256:025ba34a4cf4fb32f917d5d188ab5e702223d3ba603be4d8aca2f82bede432a4 \ + --hash=sha256:09c2a60e55b357284b5f31f5ab275ba9f7f70b7525e18a132ec1f9160b4f1f03 \ + --hash=sha256:0c19cb355224037c83642429b8ce261ae108e1c5fbf5c028bac63c77b0f8646e \ + --hash=sha256:0cf2a1f599efe57fa0051312774280ee0f650e11152325e41dfd3018ef2c1b57 \ + --hash=sha256:0f184d657fa4947ae5ec9c47bd7e917730fa1cbb78195037e32dcbab50aca5ee \ + --hash=sha256:15dd504af121caaf2c95cb90c0ebf71603c53de98305621b94da0f967e572def \ + --hash=sha256:19f3684868309db5263a11bace3c45d93f6f24afa2ffe75a647583df22a2ff89 \ + --hash=sha256:1affa4798520b148d7182da0615d648e752de4ab1a9566b7471bc803d88a062d \ + --hash=sha256:1b65077a4693a98b90ec5ad8f203ad65802a1b9b6d4a7e48066925a7e1606706 \ + --hash=sha256:1cae8851e174c83633f0833e90636832857297900133705ee158cf79d40f03e6 \ + --hash=sha256:1e5ab4fc177dd41536b3c32b2ea11380dd3d4619a385860621478ac2d25ceb00 \ + --hash=sha256:1ed810568aeffed3edc78910af32af911c835cc39ebbfacd1f0ab5dd53028e5c \ + --hash=sha256:2442d9a4d38f3411f22eb9dd0912b7cbf4b7d5b6c92c4173b75d3e1ccd84e36e \ + --hash=sha256:26895a4268ae5a2849269f4991cdc97236e4b9c010e51137becf25182daac405 \ + --hash=sha256:285b643d75c0e30abda9dc1077395624f314a37e3c09ca402d4015ef5979f1a2 \ + --hash=sha256:28ff11666443a1a8cf2a044d6a545ebffa8382b5f7973f22c36109205e65dc80 \ + --hash=sha256:2dfe3aa529c8f501babf6e502936b9e8d4698502b2cfab41e17a028d91b1ac7b \ + --hash=sha256:304c54176af2c143bd181d82e77c15c41cbacea8872a2225dd37e6544dce9999 \ + --hash=sha256:30a9876226dda131a741afeab2702e2d127209bde3c65a2b8133f428bc5d006b \ + --hash=sha256:31a41030b1d9ca497634092b46481b937ff9397a86f9f51bd41c4767b6fc04af \ + --hash=sha256:3619320641fd212aaf5997b6ca505e97540b7e16418f4a241f44cdf108ffb50d \ + --hash=sha256:37e516bca9264cbf29612539801ca3cd5d1be465f940417b002905e6ed79d38a \ + --hash=sha256:3a926768ea49a8af4d36abd6a8968b8790f7f76dd7cbd5a4c180db2b4ac9a3a2 \ + --hash=sha256:3a95d4590b1f1a43bf33ca6d647b990a88f4a3824a8c4572c708f0b45a5290ed \ + --hash=sha256:3d88d0054d3fa11ce936184896bed3c1c5441d6fa483b498fac6a5d0dd6f64a9 \ + --hash=sha256:3f1ea6f48a045745d0d9f325989d8abd3f1eaf47dd00485912d1a3a63c623a8d \ + --hash=sha256:491535d45cd7ad7e4a2af4a5169b0d07bebf1adfd164b0368da8aa41e19907a5 \ + --hash=sha256:4a9ab037b71927babc6d9e7fc01aea9e66dc2a4a34dff06ef0724a4049629f94 \ + --hash=sha256:4c973add636efc61de22530b2ef83a65f39b6d6f656df97f678720e20de26caa \ + --hash=sha256:4f5d640aeebb438517150fdeec097739614421900e4a08db4a3ef38898798537 \ + --hash=sha256:523e7da4d43b113bf8e7b49fa4ec0c35bf4fe66b2230bfc5c13cc498f12c6c3e \ + --hash=sha256:54d86c0cada6aba4ec4c047d0e348cbad7063b87ae0f005d9f8c9ad04d4a92a2 \ + --hash=sha256:557a0aab88664cc552285316809cab897716a372afaf8efdbef756f8b890e894 \ + --hash=sha256:5729225de81fb65b70fdb1907fcf08c75d498f4a6f15af005aabb1fdadc19dfa \ + --hash=sha256:5a28fcedd762349519276c36634e71853b4541079cab4acaaac60c4421827308 \ + --hash=sha256:5b66584e549e2e32a1398df11da2e0a7eff45d5c2d9db9d5667c5e6ac764d77e \ + --hash=sha256:5cf90535979089df02e6f17ffd076f07237efa55b7343d98760bde8743c4b265 \ + --hash=sha256:61760c3925d4633290292bad462e0f737b840508b4f722247d8729684f6539ae \ + --hash=sha256:62637c769dee16eddb7686bf421be48dfc2fae93832c25e25bc7242e698361ba \ + --hash=sha256:6273ea2c8ffdac7b7fda2653c49682db815aebf4a89243a6feccf5e36c18c347 \ + --hash=sha256:664b3199193262277b8b3cd1e754fb07f2c6023289c815a1e1e8fb415cb247b1 \ + --hash=sha256:6916b9b7d134bff5440098a4deb80e4cb623e68974a87883299de9124126c2a8 \ + --hash=sha256:6c1fe4c5404c448b13188dd8bd2ebc2bdd7e6727fa61ff481bcc2cca894018da \ + --hash=sha256:6c9024169becccf0cb470ada03ee578d7348c119a0d42af3dcf9eda96e3a247c \ + --hash=sha256:6cb9cf7e761f4f8a8589a45e49ed3c0d92d1d696a45a6feaee8c904b26efc2db \ + --hash=sha256:6d55fb8b1e8929b341cc313a81a26e0d48aa3b519c1dbaadec3a6a2b4fcad025 \ + --hash=sha256:70e47929a9d4a1905a67e4b687d5946026390568a8e952b92824118063cee4d5 \ + --hash=sha256:711156b6afb5cb1cb7c14a2cc2c4a8b4c717b69046f13c6b332d8a0a8f41ca3e \ + --hash=sha256:7533c76fa647fade2d7ec75ac5cc079ab3f34879626dae5689b27790a6cf5a5c \ + --hash=sha256:7b2a054a8725f05b4b6503357e0ac1c4e8234ad3b0c2ac130d6ffc66f0e170e2 \ + --hash=sha256:7b74e18052fea4aa8dea2fb7dbc23d15439695da6cbe6cfc1b694af1115df09d \ + --hash=sha256:82df1f432b37d832709fbcc0e24394bba04a01b6ecf1ee87578145c19cde12ac \ + --hash=sha256:833eebfd75a26d17470b58768c1834dfc90141b7afc6eb0429c21fc5a21dcfb8 \ + --hash=sha256:84d8854db5f55fead3b579f04bda9a36461dab0730c5d570e1526483e7bb8431 \ + --hash=sha256:85e050ad9e5f6fe1004eec65c914332e52f429bc0ae12d6fa2092407a462c746 \ + --hash=sha256:94dab0940b0d1fb28bcab847adf887c66a27a40291eedf0b473be58761c9799a \ + --hash=sha256:98f348cbb44fae6e9653c1055db7e29de67ea6a9ca03a5fa2c2e11a47cff0e47 \ + --hash=sha256:9be1c01adb2ecc4e464392c36d17f97e9110fbbc906bcbe1c943b5b87a74aabd \ + --hash=sha256:a1351f5bbdbbabc689727cb91649a00cb9ee7203e0a6e54e9f5ba9e22e384b84 \ + --hash=sha256:a1b2cfec3879afb742a7b0bcfa53e4f22ba96571c9e54d6a3afe1052d17d843b \ + --hash=sha256:a26d950449aae348afe1ac8be5525a00ae4235309b729ad4d3399623125b43c9 \ + --hash=sha256:a44ac1738591472c3d020f61c6df1e4015180d6262ebd39bf2aeb52571b60f12 \ + --hash=sha256:a870c307bf1ee91fc58a9a61338ff780d01bfae45922624816878dce784095d2 \ + --hash=sha256:a8c2e340d7e454dc3340d3d2e8f23558ebe78c98aa8f68851b04dcb7bc37abdc \ + --hash=sha256:ab06d77e053d660a6faaf04894446df7b0a7e7aba70c2797465a0a1af00fc887 \ + --hash=sha256:b0d9db5a161c99375a0c68c058e227bee1d89303300802601d76a3d01f74e258 \ + --hash=sha256:b1eb1754fce47c63d2ff57fdb88c351a6c0150995890088b33767a10218eaa4e \ + --hash=sha256:b568af94267729d76e6ee5ececda4e283d07bbb28e8148bb17adad93d025d25a \ + --hash=sha256:b69d1973354758007f46cf2d44a4f3d0933f10b6dc9bf15cf1356e037f6f731a \ + --hash=sha256:b9f5f30c402ed58f90c70e12eff65547d3ab74685ffe8283c719e6bead8ef53f \ + --hash=sha256:bd8a5028425820731d8c6c098ab642d7b8b999758e24acae03ed38a66eca8335 \ + --hash=sha256:c173ddcd86afd2535e2b695217e82191580663a1d1928239f877f5a1649ef39f \ + --hash=sha256:c4d1e854aaf044487d31143f541f7aafe7b482ae72a022c664b2de2e466ed0ad \ + --hash=sha256:c53ff33e603a9c1179a9364b0a24694f183717b2e0da2b5ad43c316c956901b2 \ + --hash=sha256:ca2322da745bf2eeb581fc9ea3bbb31147702163ccbcbf12a3bb630e4bf05e1d \ + --hash=sha256:ca4df25762cf71308c446e33c9b1fdca2923a3f13de616e2a949f38bf21ff5a8 \ + --hash=sha256:d081a1f3800f05409ed868ebb2d74ac39dd0c1ff6c035b5162356d76030736d4 \ + --hash=sha256:d175600d975b7c244af6eb9c9041f10059f20b8bbffec9e33fdd5ee3f67cdc42 \ + --hash=sha256:d25e97bc1f5f8f7985bdc2335ef9e73843bb561eb1fa6831fdfc295c1c2061cf \ + --hash=sha256:d34f950ae05a83e0ede899c595f312ca976023ea1db100cd5aa188f7005e3ab0 \ + --hash=sha256:d405d14bea042f166512add3091c1af40437c2e7f86988f3915fabd27b1e9cd2 \ + --hash=sha256:d55bbac04711e2980645af68b97d445cdbcce70e5216de444a6c4b6943ebcccd \ + --hash=sha256:d682cf1d22bab22a5be08539dca3d1593488a99998f9f412137bc323179067ff \ + --hash=sha256:d72f2b5e6e82ab8f94ea7d0d42f83c487dc159c5240d8f83beae684472864e2d \ + --hash=sha256:d95b253b88f7d308b1c0b417c4624f44553ba4762816f94e6986819b9c273fb2 \ + --hash=sha256:dd96e5d15385d301733113bcaa324c8bcf111275b7675a9c6e88bfb19fc05e3b \ + --hash=sha256:de2cfbb09e88f0f795fd90cf955858fc2c691df65b1f21f0aa00b99f3fbc661d \ + --hash=sha256:de7c42f897e689ee6f9e93c4bec72b99ae3b32a2ade1c7e4798e690ff5246e02 \ + --hash=sha256:e1d778fb7849a42d0ee5927ab0f7453bf9f85eef8887a546ec87db5ddb178945 \ + --hash=sha256:e4dab9484ec605c3016df9ad4fd4f9a390bc5d816a3b10c6550f8424bb80b18c \ + --hash=sha256:e6ab5ab30ef325b443f379ddb575a34969c333004fca5a1daa0133a6ffaad616 \ + --hash=sha256:e7393f1d64792763a48924ba31d1e44c2cfbc05e3b1c2c9abb4ceeadd912cced \ + --hash=sha256:e8cd3577c796be7231dcf80badcf2e0835a46665eaafd8ace124d886bab4d700 \ + --hash=sha256:e9205d97ed08a82ebb9a307e92914bb30e18cdf6f6b12ca4bedadb1588a0bfe1 \ + --hash=sha256:eae547b7315d055b0de2ec3965643b0ab82ad0106a7ffd29615ee9f266a02827 \ + --hash=sha256:ec22626a2d14620a83ca583c6f5a4080fa3155282718b6055c2ea48d3ef35970 \ + --hash=sha256:eca1124aced216b2500dc2609eade086d718e8249cb9696660ab447d50a758bd \ + --hash=sha256:ecde6dedd6fff127c273c76821bb754d793be1024bc33314a120f83a3c69460c \ + --hash=sha256:ed97fd56a561f5eb5706cebe94f1ad7c13b84d98312a05546f2ad036bafe87f4 \ + --hash=sha256:ef9ee5471edd58d1fcce1c80ffc8783a650e3e3a193fe90d52e43bb4d87bff1f \ + --hash=sha256:f52679ff4218d713b3b33f88c89ccbf3a5c2c12ba665fb80ccc4192b4608dbab \ + --hash=sha256:f8e49c9c364a7edcbe2a310f12733aad95b022495ef2a8d653f645e5d20c1564 \ + --hash=sha256:f9672ab4d398e1b602feadcffcdd3af44d5f5e6ddc15bc7d15d376d47e8e19f8 \ + --hash=sha256:fc3b4cc4539e055cfa39a3763c939f9d409eb40e85813257dcd761985a108554 + # via pydantic +pyogrio==0.11.1 \ + --hash=sha256:0cfd79caf0b8cb7bbf30b419dff7f21509169efcf4d431172c61b44fe1029dba \ + --hash=sha256:1948027b2809f2248f69b069ab9833d56b53658f182a3b418d12d3d3eb9959d7 \ + --hash=sha256:1cb82cfd3493f32396e9c3f9255e17885610f62a323870947f4e04dd59bc3595 \ + --hash=sha256:36b910d4037694b2935b5b1c1eb757dcc2906dca05cb2992cbdaf1291b54ff97 \ + --hash=sha256:3b368c597357ff262f3b46591ded86409462ee594ef42556708b090d121f873c \ + --hash=sha256:4982107653ce30de395678b50a1ee00299a4cfcb41043778f1b66c5911b8adbe \ + --hash=sha256:50aa869509f189fa1bff4d90d2d4c7860b963e693af85f2957646306e882b631 \ + --hash=sha256:5b8d60ead740b366cdc2f3b076d21349e5a5d4b9a0e6726922c5a031206b93b2 \ + --hash=sha256:5d61aae22e67030fd354f03e21c6462537bf56160134dd8663709335a5a46b28 \ + --hash=sha256:6f51aa9fc3632e6dcb3dd5562b4a56a3a31850c3f630aef3587d5889a1f65275 \ + --hash=sha256:76150a3cd787c31628191c7abc6f8c796660125852fb65ae15dd7be1e9196816 \ + --hash=sha256:7b20ffbf72013d464012d8f0f69322459a6528bef08c85f85b8a42b056f730b0 \ + --hash=sha256:838ead7df8388d938ce848354e384ae5aa46fe7c5f74f9da2d58f064bda053f7 \ + --hash=sha256:845c78d5e7c9ec1c7d00250c07e144e5fe504fdb4ccdc141d9413f85b8c55c91 \ + --hash=sha256:ab3aa6dbf2441d2407ce052233f2966324a3cff752bd43d99e4c779ea54e0a16 \ + --hash=sha256:afce80b4b32f043fcf76a50e8572e3ad8d9d3e6abbbfa6137f0975ba55c4eeb8 \ + --hash=sha256:b8a199bc0e421eac444af96942b7553268e43d0cadf30d0d6d41017de05b7e9e \ + --hash=sha256:cb744097f302f19dcc5c93ee5e9cfd707b864c9a418e399f0908406a60003728 \ + --hash=sha256:cd10035eb3b5e5a43bdafbd777339d2274e9b75972658364f0ce31c4d3400d1e \ + --hash=sha256:d36162ddc1a309bb941a3cfb550b8f88c862c67ef2f52df6460100e5e958bbc6 \ + --hash=sha256:d6d56862b89a05fccd7211171c88806b6ec9b5effb79bf807cce0a57c1f2a606 \ + --hash=sha256:dd0f44dd2d849d32aea3f73647c74083996917e446479645bf93de6656160f2d \ + --hash=sha256:e1441dc9c866f10d8e6ae7ea9249a10c1f57ea921b1f19a5b0977ab91ef8082c \ + --hash=sha256:e929452f6988c0365dd32ff2485d9488160a709fee28743abbbc18d663169ed0 \ + --hash=sha256:f186456ebe5d5f61e7bd883bad25a59d43d6304178d4f0d3e03273f42b40a4cc + # via geopandas +pyparsing==3.2.5 \ + --hash=sha256:2df8d5b7b2802ef88e8d016a2eb9c7aeaa923529cd251ed0fe4608275d4105b6 \ + --hash=sha256:e38a4f02064cf41fe6593d328d0512495ad1f3d8a91c4f73fc401b3079a59a5e + # via + # matplotlib + # rasterio +pyproj==3.7.1 ; python_full_version < '3.11' \ + --hash=sha256:04abc517a8555d1b05fcee768db3280143fe42ec39fdd926a2feef31631a1f2f \ + --hash=sha256:0829865c1d3a3543f918b3919dc601eea572d6091c0dd175e1a054db9c109274 \ + --hash=sha256:084c0a475688f934d386c2ab3b6ce03398a473cd48adfda70d9ab8f87f2394a0 \ + --hash=sha256:0b853ae99bda66cbe24b4ccfe26d70601d84375940a47f553413d9df570065e0 \ + --hash=sha256:1e47c4e93b88d99dd118875ee3ca0171932444cdc0b52d493371b5d98d0f30ee \ + --hash=sha256:263b54ba5004b6b957d55757d846fc5081bc02980caa0279c4fc95fa0fff6067 \ + --hash=sha256:2781029d90df7f8d431e29562a3f2d8eafdf233c4010d6fc0381858dc7373217 \ + --hash=sha256:3537668992a709a2e7f068069192138618c00d0ba113572fdd5ee5ffde8222f3 \ + --hash=sha256:3c2e7449840a44ce860d8bea2c6c1c4bc63fa07cba801dcce581d14dcb031a02 \ + --hash=sha256:3e8d276caeae34fcbe4813855d0d97b9b825bab8d7a8b86d859c24a6213a5a0d \ + --hash=sha256:5ad0ff443a785d84e2b380869fdd82e6bfc11eba6057d25b4409a9bbfa867970 \ + --hash=sha256:5f0da2711364d7cb9f115b52289d4a9b61e8bca0da57f44a3a9d6fc9bdeb7274 \ + --hash=sha256:5f8d02ef4431dee414d1753d13fa82a21a2f61494737b5f642ea668d76164d6d \ + --hash=sha256:60d72facd7b6b79853f19744779abcd3f804c4e0d4fa8815469db20c9f640a47 \ + --hash=sha256:6181960b4b812e82e588407fe5c9c68ada267c3b084db078f248db5d7f45d18a \ + --hash=sha256:6575b2e53cc9e3e461ad6f0692a5564b96e7782c28631c7771c668770915e169 \ + --hash=sha256:83db380c52087f9e9bdd8a527943b2e7324f275881125e39475c4f9277bdeec4 \ + --hash=sha256:87229e42b75e89f4dad6459200f92988c5998dfb093c7c631fb48524c86cd5dc \ + --hash=sha256:8c5dcf24ede53d8abab7d8a77f69ff1936c6a8843ef4fcc574646e4be66e5739 \ + --hash=sha256:8cb516ee35ed57789b46b96080edf4e503fdb62dbb2e3c6581e0d6c83fca014b \ + --hash=sha256:a20727a23b1e49c7dc7fe3c3df8e56a8a7acdade80ac2f5cca29d7ca5564c145 \ + --hash=sha256:a8b15b0463d1303bab113d1a6af2860a0d79013c3a66fcc5475ce26ef717fd4f \ + --hash=sha256:a94e26c1a4950cea40116775588a2ca7cf56f1f434ff54ee35a84718f3841a3d \ + --hash=sha256:aee664a9d806612af30a19dba49e55a7a78ebfec3e9d198f6a6176e1d140ec98 \ + --hash=sha256:b35ed213892e211a3ce2bea002aa1183e1a2a9b79e51bb3c6b15549a831ae528 \ + --hash=sha256:bf09dbeb333c34e9c546364e7df1ff40474f9fddf9e70657ecb0e4f670ff0b0e \ + --hash=sha256:bf84d766646f1ebd706d883755df4370aaf02b48187cedaa7e4239f16bc8213d \ + --hash=sha256:d3caac7473be22b6d6e102dde6c46de73b96bc98334e577dfaee9886f102ea2e \ + --hash=sha256:d61bf8ab04c73c1da08eedaf21a103b72fa5b0a9b854762905f65ff8b375d394 \ + --hash=sha256:d666c3a3faaf3b1d7fc4a544059c4eab9d06f84a604b070b7aa2f318e227798e \ + --hash=sha256:f173f851ee75e54acdaa053382b6825b400cb2085663a9bb073728a59c60aebb \ + --hash=sha256:f550281ed6e5ea88fcf04a7c6154e246d5714be495c50c9e8e6b12d3fb63e158 \ + --hash=sha256:f6d6a2ccd5607cd15ef990c51e6f2dd27ec0a741e72069c387088bba3aab60fa + # via + # geopandas + # rastr +pyproj==3.7.2 ; python_full_version >= '3.11' \ + --hash=sha256:0a9bb26a6356fb5b033433a6d1b4542158fb71e3c51de49b4c318a1dff3aeaab \ + --hash=sha256:0b7cb633565129677b2a183c4d807c727d1c736fcb0568a12299383056e67433 \ + --hash=sha256:11614a054cd86a2ed968a657d00987a86eeb91fdcbd9ad3310478685dc14a128 \ + --hash=sha256:1914e29e27933ba6f9822663ee0600f169014a2859f851c054c88cf5ea8a333c \ + --hash=sha256:19466e529b1b15eeefdf8ff26b06fa745856c044f2f77bf0edbae94078c1dfa1 \ + --hash=sha256:1edc34266c0c23ced85f95a1ee8b47c9035eae6aca5b6b340327250e8e281630 \ + --hash=sha256:237499c7862c578d0369e2b8ac56eec550e391a025ff70e2af8417139dabb41c \ + --hash=sha256:2514d61f24c4e0bb9913e2c51487ecdaeca5f8748d8313c933693416ca41d4d5 \ + --hash=sha256:25b0b7cb0042444c29a164b993c45c1b8013d6c48baa61dc1160d834a277e83b \ + --hash=sha256:281cb92847814e8018010c48b4069ff858a30236638631c1a91dd7bfa68f8a8a \ + --hash=sha256:2aaa328605ace41db050d06bac1adc11f01b71fe95c18661497763116c3a0f02 \ + --hash=sha256:2b617d573be4118c11cd96b8891a0b7f65778fa7733ed8ecdb297a447d439100 \ + --hash=sha256:2da731876d27639ff9d2d81c151f6ab90a1546455fabd93368e753047be344a2 \ + --hash=sha256:35dccbce8201313c596a970fde90e33605248b66272595c061b511c8100ccc08 \ + --hash=sha256:38b08d85e3a38e455625b80e9eb9f78027c8e2649a21dec4df1f9c3525460c71 \ + --hash=sha256:39a0cf1ecc7e282d1d30f36594ebd55c9fae1fda8a2622cee5d100430628f88c \ + --hash=sha256:47d87db2d2c436c5fd0409b34d70bb6cdb875cca2ebe7a9d1c442367b0ab8d59 \ + --hash=sha256:509a146d1398bafe4f53273398c3bb0b4732535065fa995270e52a9d3676bca3 \ + --hash=sha256:5141a538ffdbe4bfd157421828bb2e07123a90a7a2d6f30fa1462abcfb5ce681 \ + --hash=sha256:55a3610d75023c7b1c6e583e48ef8f62918e85a2ae81300569d9f104d6684bb6 \ + --hash=sha256:567caa03021178861fad27fabde87500ec6d2ee173dd32f3e2d9871e40eebd68 \ + --hash=sha256:5a964da1696b8522806f4276ab04ccfff8f9eb95133a92a25900697609d40112 \ + --hash=sha256:5aff3343038d7426aa5076f07feb88065f50e0502d1b0d7c22ddfdd2c75a3f81 \ + --hash=sha256:5e26484d80fea56273ed1555abaea161e9661d81a6c07815d54b8e883d4ceb25 \ + --hash=sha256:77f066626030f41be543274f5ac79f2a511fe89860ecd0914f22131b40a0ec25 \ + --hash=sha256:8115faf2597f281a42ab608ceac346b4eb1383d3b45ab474fd37341c4bf82a67 \ + --hash=sha256:85def3a6388e9ba51f964619aa002a9d2098e77c6454ff47773bb68871024281 \ + --hash=sha256:8693ca3892d82e70de077701ee76dd13d7bca4ae1c9d1e739d72004df015923a \ + --hash=sha256:8c225f5978abd506fd9a78eaaf794435e823c9156091cabaab5374efb29d7f69 \ + --hash=sha256:8d7349182fa622696787cc9e195508d2a41a64765da9b8a6bee846702b9e6220 \ + --hash=sha256:9c8577f0b7bb09118ec2e57e3babdc977127dd66326d6c5d755c76b063e6d9dc \ + --hash=sha256:a23f59904fac3a5e7364b3aa44d288234af267ca041adb2c2b14a903cd5d3ac5 \ + --hash=sha256:aa9f26c21bc0e2dc3d224cb1eb4020cf23e76af179a7c66fea49b828611e4260 \ + --hash=sha256:b0552178c61f2ac1c820d087e8ba6e62b29442debddbb09d51c4bf8acc84d888 \ + --hash=sha256:b1bccefec3875ab81eabf49059e2b2ea77362c178b66fd3528c3e4df242f1516 \ + --hash=sha256:b3d99ed57d319da042f175f4554fc7038aa4bcecc4ac89e217e350346b742c9d \ + --hash=sha256:b7544e0a3d6339dc9151e9c8f3ea62a936ab7cc446a806ec448bbe86aebb979b \ + --hash=sha256:bb41c29d5f60854b1075853fe80c58950b398d4ebb404eb532536ac8d2834ed7 \ + --hash=sha256:bbbac2f930c6d266f70ec75df35ef851d96fdb3701c674f42fd23a9314573b37 \ + --hash=sha256:c203101d1dc3c038a56cff0447acc515dd29d6e14811406ac539c21eed422b2a \ + --hash=sha256:c79b9b84c4a626c5dc324c0d666be0bfcebd99f7538d66e8898c2444221b3da7 \ + --hash=sha256:c9b6f1d8ad3e80a0ee0903a778b6ece7dca1d1d40f6d114ae01bc8ddbad971aa \ + --hash=sha256:ceecf374cacca317bc09e165db38ac548ee3cad07c3609442bd70311c59c21aa \ + --hash=sha256:d230b186eb876ed4f29a7c5ee310144c3a0e44e89e55f65fb3607e13f6db337c \ + --hash=sha256:d27b48f0e81beeaa2b4d60c516c3a1cfbb0c7ff6ef71256d8e9c07792f735279 \ + --hash=sha256:d5371ca114d6990b675247355a801925814eca53e6c4b2f1b5c0a956336ee36e \ + --hash=sha256:d9d25bae416a24397e0d85739f84d323b55f6511e45a522dd7d7eae70d10c7e4 \ + --hash=sha256:e258ab4dbd3cf627809067c0ba8f9884ea76c8e5999d039fb37a1619c6c3e1f6 \ + --hash=sha256:f000841e98ea99acbb7b8ca168d67773b0191de95187228a16110245c5d954d5 \ + --hash=sha256:f18c0579dd6be00b970cb1a6719197fceecc407515bab37da0066f0184aafdf3 \ + --hash=sha256:f2af4ed34b2cf3e031a2d85b067a3ecbd38df073c567e04b52fa7a0202afde8a \ + --hash=sha256:f54d91ae18dd23b6c0ab48126d446820e725419da10617d86a1b69ada6d881d3 \ + --hash=sha256:f7f5133dca4c703e8acadf6f30bc567d39a42c6af321e7f81975c2518f3ed357 \ + --hash=sha256:f9428b318530625cb389b9ddc9c51251e172808a4af79b82809376daaeabe5e9 \ + --hash=sha256:fc52ba896cfc3214dc9f9ca3c0677a623e8fdd096b257c14a31e719d21ff3fdd + # via + # geopandas + # rastr +python-dateutil==2.9.0.post0 \ + --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \ + --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427 + # via + # matplotlib + # pandas +pytz==2025.2 \ + --hash=sha256:360b9e3dbb49a209c21ad61809c7fb453643e048b38924c765813546746e81c3 \ + --hash=sha256:5ddf76296dd8c44c26eb8f4b6f35488f3ccbf6fbbd7adee0b7262d43f0ec2f00 + # via pandas +pyyaml==6.0.3 \ + --hash=sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c \ + --hash=sha256:02893d100e99e03eda1c8fd5c441d8c60103fd175728e23e431db1b589cf5ab3 \ + --hash=sha256:02ea2dfa234451bbb8772601d7b8e426c2bfa197136796224e50e35a78777956 \ + --hash=sha256:0f29edc409a6392443abf94b9cf89ce99889a1dd5376d94316ae5145dfedd5d6 \ + --hash=sha256:10892704fc220243f5305762e276552a0395f7beb4dbf9b14ec8fd43b57f126c \ + --hash=sha256:16249ee61e95f858e83976573de0f5b2893b3677ba71c9dd36b9cf8be9ac6d65 \ + --hash=sha256:1d37d57ad971609cf3c53ba6a7e365e40660e3be0e5175fa9f2365a379d6095a \ + --hash=sha256:214ed4befebe12df36bcc8bc2b64b396ca31be9304b8f59e25c11cf94a4c033b \ + --hash=sha256:2283a07e2c21a2aa78d9c4442724ec1eb15f5e42a723b99cb3d822d48f5f7ad1 \ + --hash=sha256:28c8d926f98f432f88adc23edf2e6d4921ac26fb084b028c733d01868d19007e \ + --hash=sha256:34d5fcd24b8445fadc33f9cf348c1047101756fd760b4dacb5c3e99755703310 \ + --hash=sha256:37503bfbfc9d2c40b344d06b2199cf0e96e97957ab1c1b546fd4f87e53e5d3e4 \ + --hash=sha256:41715c910c881bc081f1e8872880d3c650acf13dfa8214bad49ed4cede7c34ea \ + --hash=sha256:418cf3f2111bc80e0933b2cd8cd04f286338bb88bdc7bc8e6dd775ebde60b5e0 \ + --hash=sha256:44edc647873928551a01e7a563d7452ccdebee747728c1080d881d68af7b997e \ + --hash=sha256:4a2e8cebe2ff6ab7d1050ecd59c25d4c8bd7e6f400f5f82b96557ac0abafd0ac \ + --hash=sha256:4ad1906908f2f5ae4e5a8ddfce73c320c2a1429ec52eafd27138b7f1cbe341c9 \ + --hash=sha256:501a031947e3a9025ed4405a168e6ef5ae3126c59f90ce0cd6f2bfc477be31b7 \ + --hash=sha256:5190d403f121660ce8d1d2c1bb2ef1bd05b5f68533fc5c2ea899bd15f4399b35 \ + --hash=sha256:5498cd1645aa724a7c71c8f378eb29ebe23da2fc0d7a08071d89469bf1d2defb \ + --hash=sha256:5e0b74767e5f8c593e8c9b5912019159ed0533c70051e9cce3e8b6aa699fcd69 \ + --hash=sha256:5fcd34e47f6e0b794d17de1b4ff496c00986e1c83f7ab2fb8fcfe9616ff7477b \ + --hash=sha256:5fdec68f91a0c6739b380c83b951e2c72ac0197ace422360e6d5a959d8d97b2c \ + --hash=sha256:64386e5e707d03a7e172c0701abfb7e10f0fb753ee1d773128192742712a98fd \ + --hash=sha256:652cb6edd41e718550aad172851962662ff2681490a8a711af6a4d288dd96824 \ + --hash=sha256:66291b10affd76d76f54fad28e22e51719ef9ba22b29e1d7d03d6777a9174198 \ + --hash=sha256:66e1674c3ef6f541c35191caae2d429b967b99e02040f5ba928632d9a7f0f065 \ + --hash=sha256:6adc77889b628398debc7b65c073bcb99c4a0237b248cacaf3fe8a557563ef6c \ + --hash=sha256:79005a0d97d5ddabfeeea4cf676af11e647e41d81c9a7722a193022accdb6b7c \ + --hash=sha256:7c6610def4f163542a622a73fb39f534f8c101d690126992300bf3207eab9764 \ + --hash=sha256:7f047e29dcae44602496db43be01ad42fc6f1cc0d8cd6c83d342306c32270196 \ + --hash=sha256:8098f252adfa6c80ab48096053f512f2321f0b998f98150cea9bd23d83e1467b \ + --hash=sha256:850774a7879607d3a6f50d36d04f00ee69e7fc816450e5f7e58d7f17f1ae5c00 \ + --hash=sha256:8d1fab6bb153a416f9aeb4b8763bc0f22a5586065f86f7664fc23339fc1c1fac \ + --hash=sha256:8da9669d359f02c0b91ccc01cac4a67f16afec0dac22c2ad09f46bee0697eba8 \ + --hash=sha256:8dc52c23056b9ddd46818a57b78404882310fb473d63f17b07d5c40421e47f8e \ + --hash=sha256:9149cad251584d5fb4981be1ecde53a1ca46c891a79788c0df828d2f166bda28 \ + --hash=sha256:93dda82c9c22deb0a405ea4dc5f2d0cda384168e466364dec6255b293923b2f3 \ + --hash=sha256:96b533f0e99f6579b3d4d4995707cf36df9100d67e0c8303a0c55b27b5f99bc5 \ + --hash=sha256:9c7708761fccb9397fe64bbc0395abcae8c4bf7b0eac081e12b809bf47700d0b \ + --hash=sha256:9f3bfb4965eb874431221a3ff3fdcddc7e74e3b07799e0e84ca4a0f867d449bf \ + --hash=sha256:a33284e20b78bd4a18c8c2282d549d10bc8408a2a7ff57653c0cf0b9be0afce5 \ + --hash=sha256:a80cb027f6b349846a3bf6d73b5e95e782175e52f22108cfa17876aaeff93702 \ + --hash=sha256:b30236e45cf30d2b8e7b3e85881719e98507abed1011bf463a8fa23e9c3e98a8 \ + --hash=sha256:b3bc83488de33889877a0f2543ade9f70c67d66d9ebb4ac959502e12de895788 \ + --hash=sha256:b8bb0864c5a28024fac8a632c443c87c5aa6f215c0b126c449ae1a150412f31d \ + --hash=sha256:ba1cc08a7ccde2d2ec775841541641e4548226580ab850948cbfda66a1befcdc \ + --hash=sha256:bdb2c67c6c1390b63c6ff89f210c8fd09d9a1217a465701eac7316313c915e4c \ + --hash=sha256:c1ff362665ae507275af2853520967820d9124984e0f7466736aea23d8611fba \ + --hash=sha256:c458b6d084f9b935061bc36216e8a69a7e293a2f1e68bf956dcd9e6cbcd143f5 \ + --hash=sha256:d0eae10f8159e8fdad514efdc92d74fd8d682c933a6dd088030f3834bc8e6b26 \ + --hash=sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f \ + --hash=sha256:ebc55a14a21cb14062aa4162f906cd962b28e2e9ea38f9b4391244cd8de4ae0b \ + --hash=sha256:eda16858a3cab07b80edaf74336ece1f986ba330fdb8ee0d6c0d68fe82bc96be \ + --hash=sha256:ee2922902c45ae8ccada2c5b501ab86c36525b883eff4255313a253a3160861c \ + --hash=sha256:f7057c9a337546edc7973c0d3ba84ddcdf0daa14533c2065749c9075001090e6 \ + --hash=sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0 + # via pins +rasterio==1.4.3 \ + --hash=sha256:1839960e2f3057a6daa323ccf67b330f8f2f0dbd4a50cc7031e88e649301c5c0 \ + --hash=sha256:1a6e6ca9ec361599b48c9918ce25adb1a9203b8c8ca9b34ad78dccb3aef7945a \ + --hash=sha256:201f05dbc7c4739dacb2c78a1cf4e09c0b7265b0a4d16ccbd1753ce4f2af350a \ + --hash=sha256:38a126f8dbf405cd3450b5bd10c6cc493a2e1be4cf83442d26f5e4f412372d36 \ + --hash=sha256:4009f7ce4e0883d8e5b400970daa3f1ca309caac8916d955722ee4486654d452 \ + --hash=sha256:54eef32d20a0dfbba59a8bb9828e562c3e9e97e2355b8dfe4a5274117976059f \ + --hash=sha256:5b8a4311582274de2346450e5361d092b80b8b5c7b02fda6203402ba101ffabf \ + --hash=sha256:5d4fcb635379b3d7b2f5e944c153849e3d27e93f35ad73ad4d3f0b8a580f0c8e \ + --hash=sha256:80f994b92e5dda78f13291710bd5c43efcfd164f69a8a2c20489115df9d178c8 \ + --hash=sha256:812c854e7177064aeb58def2d59752887ad6b3d39ff3f858ed9df3f2ddc95613 \ + --hash=sha256:8e90c2c300294265c16becc9822337ded0f01fb8664500b4d77890d633d8cd0e \ + --hash=sha256:98a9c89eade8c779e8ac1e525269faaa18c6b9818fc3c72cfc4627df71c66d0d \ + --hash=sha256:9c30114d95ebba4ff49f078b3c193d29ff56d832588649400a3fa78f1dda1c96 \ + --hash=sha256:a962ad4c29feaf38b1d7a94389313127de3646a5b9b734fbf9a04e16051a27ff \ + --hash=sha256:d9bab1a0bb22b8bed1db34b5258db93d790ed4e61ef21ac055a7c6933c8d5e84 \ + --hash=sha256:e703e4b2c74c678786d5d110a3f30e26f3acfd65f09ccf35f69683a532f7a772 \ + --hash=sha256:e79847a5a0e01399457a1e02d8c92040cb56729d054fe7796f0c17b246b18bf0 + # via rastr +rastr==0.6.0 \ + --hash=sha256:5980aff9badb89aee0e05108f85ef59bc29d5f19c32cbae1dd2be1d0bcc6a5df \ + --hash=sha256:8d18cf74ac12e7841a5f503f175d50a124801131e0db0990173bfb97bd42e16a + # via geopins +requests==2.32.5 \ + --hash=sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6 \ + --hash=sha256:dbba0bac56e100853db0ea71b82b4dfd5fe2bf6d3754a8893c3af500cec7d7cf + # via + # folium + # pins +scikit-image==0.25.2 \ + --hash=sha256:24cc986e1f4187a12aa319f777b36008764e856e5013666a4a83f8df083c2641 \ + --hash=sha256:28182a9d3e2ce3c2e251383bdda68f8d88d9fff1a3ebe1eb61206595c9773341 \ + --hash=sha256:330d061bd107d12f8d68f1d611ae27b3b813b8cdb0300a71d07b1379178dd4cd \ + --hash=sha256:483bd8cc10c3d8a7a37fae36dfa5b21e239bd4ee121d91cad1f81bba10cfb0ed \ + --hash=sha256:5c311069899ce757d7dbf1d03e32acb38bb06153236ae77fcd820fd62044c063 \ + --hash=sha256:60516257c5a2d2f74387c502aa2f15a0ef3498fbeaa749f730ab18f0a40fd054 \ + --hash=sha256:64785a8acefee460ec49a354706db0b09d1f325674107d7fa3eadb663fb56d6f \ + --hash=sha256:7efa888130f6c548ec0439b1a7ed7295bc10105458a421e9bf739b457730b6da \ + --hash=sha256:8db8dd03663112783221bf01ccfc9512d1cc50ac9b5b0fe8f4023967564719fb \ + --hash=sha256:9d1e80107bcf2bf1291acfc0bf0425dceb8890abe9f38d8e94e23497cbf7ee0d \ + --hash=sha256:a17e17eb8562660cc0d31bb55643a4da996a81944b82c54805c91b3fe66f4824 \ + --hash=sha256:a4c464b90e978d137330be433df4e76d92ad3c5f46a22f159520ce0fdbea8a09 \ + --hash=sha256:b2cfc96b27afe9a05bc92f8c6235321d3a66499995675b27415e0d0c76625173 \ + --hash=sha256:b4f6b61fc2db6340696afe3db6b26e0356911529f5f6aee8c322aa5157490c9b \ + --hash=sha256:b8abd3c805ce6944b941cfed0406d88faeb19bab3ed3d4b50187af55cf24d147 \ + --hash=sha256:bdd2b8c1de0849964dbc54037f36b4e9420157e67e45a8709a80d727f52c7da2 \ + --hash=sha256:be455aa7039a6afa54e84f9e38293733a2622b8c2fb3362b822d459cc5605e99 \ + --hash=sha256:d3278f586793176599df6a4cf48cb6beadae35c31e58dc01a98023af3dc31c78 \ + --hash=sha256:d989d64ff92e0c6c0f2018c7495a5b20e2451839299a018e0e5108b2680f71e0 \ + --hash=sha256:dd8011efe69c3641920614d550f5505f83658fe33581e49bed86feab43a180fc \ + --hash=sha256:e5a37e6cd4d0c018a7a55b9d601357e3382826d3888c10d0213fc63bff977dde \ + --hash=sha256:f4bac9196fb80d37567316581c6060763b0f4893d3aca34a9ede3825bc035b17 + # via rastr +scipy==1.15.3 ; python_full_version < '3.11' \ + --hash=sha256:05dc6abcd105e1a29f95eada46d4a3f251743cfd7d3ae8ddb4088047f24ea477 \ + --hash=sha256:06efcba926324df1696931a57a176c80848ccd67ce6ad020c810736bfd58eb1c \ + --hash=sha256:0a769105537aa07a69468a0eefcd121be52006db61cdd8cac8a0e68980bbb723 \ + --hash=sha256:0bdd905264c0c9cfa74a4772cdb2070171790381a5c4d312c973382fc6eaf730 \ + --hash=sha256:0ff17c0bb1cb32952c09217d8d1eed9b53d1463e5f1dd6052c7857f83127d539 \ + --hash=sha256:14ed70039d182f411ffc74789a16df3835e05dc469b898233a245cdfd7f162cb \ + --hash=sha256:185cd3d6d05ca4b44a8f1595af87f9c372bb6acf9c808e99aa3e9aa03bd98cf6 \ + --hash=sha256:18aaacb735ab38b38db42cb01f6b92a2d0d4b6aabefeb07f02849e47f8fb3594 \ + --hash=sha256:1c832e1bd78dea67d5c16f786681b28dd695a8cb1fb90af2e27580d3d0967e92 \ + --hash=sha256:263961f658ce2165bbd7b99fa5135195c3a12d9bef045345016b8b50c315cb82 \ + --hash=sha256:271e3713e645149ea5ea3e97b57fdab61ce61333f97cfae392c28ba786f9bb49 \ + --hash=sha256:2c620736bcc334782e24d173c0fdbb7590a0a436d2fdf39310a8902505008759 \ + --hash=sha256:34716e281f181a02341ddeaad584205bd2fd3c242063bd3423d61ac259ca7eba \ + --hash=sha256:39cb9c62e471b1bb3750066ecc3a3f3052b37751c7c3dfd0fd7e48900ed52982 \ + --hash=sha256:3ac07623267feb3ae308487c260ac684b32ea35fd81e12845039952f558047b8 \ + --hash=sha256:3b0334816afb8b91dab859281b1b9786934392aa3d527cd847e41bb6f45bee65 \ + --hash=sha256:40e54d5c7e7ebf1aa596c374c49fa3135f04648a0caabcb66c52884b943f02b4 \ + --hash=sha256:50f9e62461c95d933d5c5ef4a1f2ebf9a2b4e83b0db374cb3f1de104d935922e \ + --hash=sha256:52092bc0472cfd17df49ff17e70624345efece4e1a12b23783a1ac59a1b728ed \ + --hash=sha256:5380741e53df2c566f4d234b100a484b420af85deb39ea35a1cc1be84ff53a5c \ + --hash=sha256:5e721fed53187e71d0ccf382b6bf977644c533e506c4d33c3fb24de89f5c3ed5 \ + --hash=sha256:6487aa99c2a3d509a5227d9a5e889ff05830a06b2ce08ec30df6d79db5fcd5c5 \ + --hash=sha256:6ac6310fdbfb7aa6612408bd2f07295bcbd3fda00d2d702178434751fe48e019 \ + --hash=sha256:6cfd56fc1a8e53f6e89ba3a7a7251f7396412d655bca2aa5611c8ec9a6784a1e \ + --hash=sha256:6db907c7368e3092e24919b5e31c76998b0ce1684d51a90943cb0ed1b4ffd6c1 \ + --hash=sha256:721d6b4ef5dc82ca8968c25b111e307083d7ca9091bc38163fb89243e85e3889 \ + --hash=sha256:76ad1fb5f8752eabf0fa02e4cc0336b4e8f021e2d5f061ed37d6d264db35e3ca \ + --hash=sha256:79167bba085c31f38603e11a267d862957cbb3ce018d8b38f79ac043bc92d825 \ + --hash=sha256:795c46999bae845966368a3c013e0e00947932d68e235702b5c3f6ea799aa8c9 \ + --hash=sha256:7e11270a000969409d37ed399585ee530b9ef6aa99d50c019de4cb01e8e54e62 \ + --hash=sha256:8c9ed3ba2c8a2ce098163a9bdb26f891746d02136995df25227a20e71c396ebb \ + --hash=sha256:993439ce220d25e3696d1b23b233dd010169b62f6456488567e830654ee37a6b \ + --hash=sha256:9d61e97b186a57350f6d6fd72640f9e99d5a4a2b8fbf4b9ee9a841eab327dc13 \ + --hash=sha256:9db984639887e3dffb3928d118145ffe40eff2fa40cb241a306ec57c219ebbbb \ + --hash=sha256:9e2abc762b0811e09a0d3258abee2d98e0c703eee49464ce0069590846f31d40 \ + --hash=sha256:a345928c86d535060c9c2b25e71e87c39ab2f22fc96e9636bd74d1dbf9de448c \ + --hash=sha256:ad3432cb0f9ed87477a8d97f03b763fd1d57709f1bbde3c9369b1dff5503b253 \ + --hash=sha256:ae48a786a28412d744c62fd7816a4118ef97e5be0bee968ce8f0a2fba7acf3bb \ + --hash=sha256:aef683a9ae6eb00728a542b796f52a5477b78252edede72b8327a886ab63293f \ + --hash=sha256:b90ab29d0c37ec9bf55424c064312930ca5f4bde15ee8619ee44e69319aab163 \ + --hash=sha256:c05045d8b9bfd807ee1b9f38761993297b10b245f012b11b13b91ba8945f7e45 \ + --hash=sha256:c9deabd6d547aee2c9a81dee6cc96c6d7e9a9b1953f74850c179f91fdc729cb7 \ + --hash=sha256:dde4fc32993071ac0c7dd2d82569e544f0bdaff66269cb475e0f369adad13f11 \ + --hash=sha256:eae3cf522bc7df64b42cad3925c876e1b0b6c35c1337c93e12c0f366f55b0eaf \ + --hash=sha256:ed7284b21a7a0c8f1b6e5977ac05396c0d008b89e05498c8b7e8f4a1423bba0e \ + --hash=sha256:f77f853d584e72e874d87357ad70f44b437331507d1c311457bed8ed2b956126 + # via + # rastr + # scikit-image +scipy==1.16.2 ; python_full_version >= '3.11' \ + --hash=sha256:024dd4a118cccec09ca3209b7e8e614931a6ffb804b2a601839499cb88bdf925 \ + --hash=sha256:033570f1dcefd79547a88e18bccacff025c8c647a330381064f561d43b821232 \ + --hash=sha256:03dfc75e52f72cf23ec2ced468645321407faad8f0fe7b1f5b49264adbc29cb1 \ + --hash=sha256:0a17541827a9b78b777d33b623a6dcfe2ef4a25806204d08ead0768f4e529a88 \ + --hash=sha256:0ce54e07bbb394b417457409a64fd015be623f36e330ac49306433ffe04bc97e \ + --hash=sha256:116296e89fba96f76353a8579820c2512f6e55835d3fad7780fece04367de351 \ + --hash=sha256:17d9bb346194e8967296621208fcdfd39b55498ef7d2f376884d5ac47cec1a70 \ + --hash=sha256:26284797e38b8a75e14ea6631d29bda11e76ceaa6ddb6fdebbfe4c4d90faf2f9 \ + --hash=sha256:2a8ffaa4ac0df81a0b94577b18ee079f13fecdb924df3328fc44a7dc5ac46851 \ + --hash=sha256:2cc73a33305b4b24556957d5857d6253ce1e2dcd67fa0ff46d87d1670b3e1e1d \ + --hash=sha256:2f5350da923ccfd0b00e07c3e5cfb316c1c0d6c1d864c07a72d092e9f20db104 \ + --hash=sha256:4e409eac067dcee96a57fbcf424c13f428037827ec7ee3cb671ff525ca4fc34d \ + --hash=sha256:5221c0b2a4b58aa7c4ed0387d360fd90ee9086d383bb34d9f2789fafddc8a936 \ + --hash=sha256:53d8d2ee29b925344c13bda64ab51785f016b1b9617849dac10897f0701b20c1 \ + --hash=sha256:567e77755019bb7461513c87f02bb73fb65b11f049aaaa8ca17cfaa5a5c45d77 \ + --hash=sha256:5c39026d12edc826a1ef2ad35ad1e6d7f087f934bb868fc43fa3049c8b8508f9 \ + --hash=sha256:5c66511f29aa8d233388e7416a3f20d5cae7a2744d5cee2ecd38c081f4e861b3 \ + --hash=sha256:5e9feab931bd2aea4a23388c962df6468af3d808ddf2d40f94a81c5dc38f32ef \ + --hash=sha256:63870a84cd15c44e65220eaed2dac0e8f8b26bbb991456a033c1d9abfe8a94f8 \ + --hash=sha256:6406d2ac6d40b861cccf57f49592f9779071655e9f75cd4f977fa0bdd09cb2e4 \ + --hash=sha256:654324826654d4d9133e10675325708fb954bc84dae6e9ad0a52e75c6b1a01d7 \ + --hash=sha256:6ab88ea43a57da1af33292ebd04b417e8e2eaf9d5aa05700be8d6e1b6501cd92 \ + --hash=sha256:70327d6aa572a17c2941cdfb20673f82e536e91850a2e4cb0c5b858b690e1548 \ + --hash=sha256:7280d926f11ca945c3ef92ba960fa924e1465f8d07ce3a9923080363390624c4 \ + --hash=sha256:7a5dc7ee9c33019973a470556081b0fd3c9f4c44019191039f9769183141a4d9 \ + --hash=sha256:7f3a337d9ae06a1e8d655ee9d8ecb835ea5ddcdcbd8d23012afa055ab014f374 \ + --hash=sha256:7fe65b36036357003b3ef9d37547abeefaa353b237e989c21027b8ed62b12d4f \ + --hash=sha256:84f7bf944b43e20b8a894f5fe593976926744f6c185bacfcbdfbb62736b5cc70 \ + --hash=sha256:87eb178db04ece7c698220d523c170125dbffebb7af0345e66c3554f6f60c173 \ + --hash=sha256:89d6c100fa5c48472047632e06f0876b3c4931aac1f4291afc81a3644316bb0d \ + --hash=sha256:8afae1756f6a1fe04636407ef7dbece33d826a5d462b74f3d0eb82deabefd831 \ + --hash=sha256:912f46667d2d3834bc3d57361f854226475f695eb08c08a904aadb1c936b6a88 \ + --hash=sha256:91e9e8a37befa5a69e9cacbe0bcb79ae5afb4a0b130fd6db6ee6cc0d491695fa \ + --hash=sha256:9702c4c023227785c779cba2e1d6f7635dbb5b2e0936cdd3a4ecb98d78fd41eb \ + --hash=sha256:98e22834650be81d42982360382b43b17f7ba95e0e6993e2a4f5b9ad9283a94d \ + --hash=sha256:9e05e33657efb4c6a9d23bd8300101536abd99c85cca82da0bffff8d8764d08a \ + --hash=sha256:9ea2a3fed83065d77367775d689401a703d0f697420719ee10c0780bcab594d8 \ + --hash=sha256:9fb1eb735fe3d6ed1f89918224e3385fbf6f9e23757cacc35f9c78d3b712dd6e \ + --hash=sha256:af029b153d243a80afb6eabe40b0a07f8e35c9adc269c019f364ad747f826a6b \ + --hash=sha256:af80196eaa84f033e48444d2e0786ec47d328ba00c71e4299b602235ffef9acb \ + --hash=sha256:b0348d8ddb55be2a844c518cd8cc8deeeb8aeba707cf834db5758fc89b476a2c \ + --hash=sha256:bab3605795d269067d8ce78a910220262711b753de8913d3deeaedb5dded3bb6 \ + --hash=sha256:c2275ff105e508942f99d4e3bc56b6ef5e4b3c0af970386ca56b777608ce95b7 \ + --hash=sha256:c95e96c7305c96ede73a7389f46ccd6c659c4da5ef1b2789466baeaed3622b6e \ + --hash=sha256:ca748936cd579d3f01928b30a17dc474550b01272d8046e3e1ee593f23620371 \ + --hash=sha256:d1cdf0ac28948d225decdefcc45ad7dd91716c29ab56ef32f8e0d50657dffcc7 \ + --hash=sha256:d2a4472c231328d4de38d5f1f68fdd6d28a615138f842580a8a321b5845cf779 \ + --hash=sha256:d7d4c6ba016ffc0f9568d012f5f1eb77ddd99412aea121e6fa8b4c3b7cbad91f \ + --hash=sha256:e52729ffd45b68777c5319560014d6fd251294200625d9d70fd8626516fc49f5 \ + --hash=sha256:e574be127bb760f0dad24ff6e217c80213d153058372362ccb9555a10fc5e8d2 \ + --hash=sha256:ea3421209bf00c8a5ef2227de496601087d8f638a2363ee09af059bd70976dc1 \ + --hash=sha256:ec6e74c4e884104ae006d34110677bfe0098203a3fec2f3faf349f4cb05165e3 \ + --hash=sha256:efe6305aeaa0e96b0ccca5ff647a43737d9a092064a3894e46c414db84bc54ac \ + --hash=sha256:f3bf75a6dcecab62afde4d1f973f1692be013110cad5338007927db8da73249c \ + --hash=sha256:f5a85d7b2b708025af08f060a496dd261055b617d776fc05a1a1cc69e09fe9ff \ + --hash=sha256:f5db5ba6188d698ba7abab982ad6973265b74bb40a1efe1821b58c87f73892b9 \ + --hash=sha256:f66bd07ba6f84cd4a380b41d1bf3c59ea488b590a2ff96744845163309ee8e2f \ + --hash=sha256:fa01f0f6a3050fa6a9771a95d5faccc8e2f5a92b4a2e5440a0fa7264a2398472 \ + --hash=sha256:fac4f8ce2ddb40e2e3d0f7ec36d2a1e7f92559a2471e59aec37bd8d9de01fec0 \ + --hash=sha256:fda714cf45ba43c9d3bae8f2585c777f64e3f89a2e073b668b32ede412d8f52c \ + --hash=sha256:ff4dc42bd321991fbf611c23fc35912d690f731c9914bf3af8f417e64aca0f21 + # via + # rastr + # scikit-image +shapely==2.1.2 \ + --hash=sha256:0036ac886e0923417932c2e6369b6c52e38e0ff5d9120b90eef5cd9a5fc5cae9 \ + --hash=sha256:01d0d304b25634d60bd7cf291828119ab55a3bab87dc4af1e44b07fb225f188b \ + --hash=sha256:0bd308103340030feef6c111d3eb98d50dc13feea33affc8a6f9fa549e9458a3 \ + --hash=sha256:136ab87b17e733e22f0961504d05e77e7be8c9b5a8184f685b4a91a84efe3c26 \ + --hash=sha256:16a9c722ba774cf50b5d4541242b4cce05aafd44a015290c82ba8a16931ff63d \ + --hash=sha256:16c5d0fc45d3aa0a69074979f4f1928ca2734fb2e0dde8af9611e134e46774e7 \ + --hash=sha256:19efa3611eef966e776183e338b2d7ea43569ae99ab34f8d17c2c054d3205cc0 \ + --hash=sha256:1d0bfb4b8f661b3b4ec3565fa36c340bfb1cda82087199711f86a88647d26b2f \ + --hash=sha256:1e7d4d7ad262a48bb44277ca12c7c78cb1b0f56b32c10734ec9a1d30c0b0c54b \ + --hash=sha256:1f2f33f486777456586948e333a56ae21f35ae273be99255a191f5c1fa302eb4 \ + --hash=sha256:1ff629e00818033b8d71139565527ced7d776c269a49bd78c9df84e8f852190c \ + --hash=sha256:21952dc00df38a2c28375659b07a3979d22641aeb104751e769c3ee825aadecf \ + --hash=sha256:2d93d23bdd2ed9dc157b46bc2f19b7da143ca8714464249bef6771c679d5ff40 \ + --hash=sha256:2ed4ecb28320a433db18a5bf029986aa8afcfd740745e78847e330d5d94922a9 \ + --hash=sha256:2fa78b49485391224755a856ed3b3bd91c8455f6121fee0db0e71cefb07d0ef6 \ + --hash=sha256:346ec0c1a0fcd32f57f00e4134d1200e14bf3f5ae12af87ba83ca275c502498c \ + --hash=sha256:361b6d45030b4ac64ddd0a26046906c8202eb60d0f9f53085f5179f1d23021a0 \ + --hash=sha256:40d784101f5d06a1fd30b55fc11ea58a61be23f930d934d86f19a180909908a4 \ + --hash=sha256:4a44bc62a10d84c11a7a3d7c1c4fe857f7477c3506e24c9062da0db0ae0c449c \ + --hash=sha256:5860eb9f00a1d49ebb14e881f5caf6c2cf472c7fd38bd7f253bbd34f934eb076 \ + --hash=sha256:5ebe3f84c6112ad3d4632b1fd2290665aa75d4cef5f6c5d77c4c95b324527c6a \ + --hash=sha256:61edcd8d0d17dd99075d320a1dd39c0cb9616f7572f10ef91b4b5b00c4aeb566 \ + --hash=sha256:6305993a35989391bd3476ee538a5c9a845861462327efe00dd11a5c8c709a99 \ + --hash=sha256:6ddc759f72b5b2b0f54a7e7cde44acef680a55019eb52ac63a7af2cf17cb9cd2 \ + --hash=sha256:743044b4cfb34f9a67205cee9279feaf60ba7d02e69febc2afc609047cb49179 \ + --hash=sha256:7ae48c236c0324b4e139bea88a306a04ca630f49be66741b340729d380d8f52f \ + --hash=sha256:7ed1a5bbfb386ee8332713bf7508bc24e32d24b74fc9a7b9f8529a55db9f4ee6 \ + --hash=sha256:8cff473e81017594d20ec55d86b54bc635544897e13a7cfc12e36909c5309a2a \ + --hash=sha256:8d8382dd120d64b03698b7298b89611a6ea6f55ada9d39942838b79c9bc89801 \ + --hash=sha256:9111274b88e4d7b54a95218e243282709b330ef52b7b86bc6aaf4f805306f454 \ + --hash=sha256:91121757b0a36c9aac3427a651a7e6567110a4a67c97edf04f8d55d4765f6618 \ + --hash=sha256:980c777c612514c0cf99bc8a9de6d286f5e186dcaf9091252fcd444e5638193d \ + --hash=sha256:9a522f460d28e2bf4e12396240a5fc1518788b2fcd73535166d748399ef0c223 \ + --hash=sha256:9c3a3c648aedc9f99c09263b39f2d8252f199cb3ac154fadc173283d7d111350 \ + --hash=sha256:a1fd0ea855b2cf7c9cddaf25543e914dd75af9de08785f20ca3085f2c9ca60b0 \ + --hash=sha256:a444e7afccdb0999e203b976adb37ea633725333e5b119ad40b1ca291ecf311c \ + --hash=sha256:a84e0582858d841d54355246ddfcbd1fce3179f185da7470f41ce39d001ee1af \ + --hash=sha256:b510dda1a3672d6879beb319bc7c5fd302c6c354584690973c838f46ec3e0fa8 \ + --hash=sha256:b54df60f1fbdecc8ebc2c5b11870461a6417b3d617f555e5033f1505d36e5735 \ + --hash=sha256:b705c99c76695702656327b819c9660768ec33f5ce01fa32b2af62b56ba400a1 \ + --hash=sha256:ba4d1333cc0bc94381d6d4308d2e4e008e0bd128bdcff5573199742ee3634359 \ + --hash=sha256:c64d5c97b2f47e3cd9b712eaced3b061f2b71234b3fc263e0fcf7d889c6559dc \ + --hash=sha256:c8876673449f3401f278c86eb33224c5764582f72b653a415d0e6672fde887bf \ + --hash=sha256:ca2591bff6645c216695bdf1614fca9c82ea1144d4a7591a466fef64f28f0715 \ + --hash=sha256:cc4f7397459b12c0b196c9efe1f9d7e92463cbba142632b4cc6d8bbbbd3e2b09 \ + --hash=sha256:cf831a13e0d5a7eb519e96f58ec26e049b1fad411fc6fc23b162a7ce04d9cffc \ + --hash=sha256:dc3487447a43d42adcdf52d7ac73804f2312cbfa5d433a7d2c506dcab0033dfd \ + --hash=sha256:df90e2db118c3671a0754f38e36802db75fe0920d211a27481daf50a711fdf26 \ + --hash=sha256:e38a190442aacc67ff9f75ce60aec04893041f16f97d242209106d502486a142 \ + --hash=sha256:e9eddfe513096a71896441a7c37db72da0687b34752c4e193577a145c71736fc \ + --hash=sha256:eba6710407f1daa8e7602c347dfc94adc02205ec27ed956346190d66579eb9ea \ + --hash=sha256:ef4a456cc8b7b3d50ccec29642aa4aeda959e9da2fe9540a92754770d5f0cf1f \ + --hash=sha256:f67b34271dedc3c653eba4e3d7111aa421d5be9b4c4c7d38d30907f796cb30df \ + --hash=sha256:f6f6cd5819c50d9bcf921882784586aab34a4bd53e7553e175dece6db513a6f0 \ + --hash=sha256:fe2533caae6a91a543dec62e8360fe86ffcdc42a7c55f9dfd0128a977a896b94 \ + --hash=sha256:fe7b77dc63d707c09726b7908f575fc04ff1d1ad0f3fb92aec212396bc6cfe5e \ + --hash=sha256:fe9627c39c59e553c90f5bc3128252cb85dc3b3be8189710666d2f8bc3a5503e + # via + # geopandas + # rastr +six==1.17.0 \ + --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \ + --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81 + # via python-dateutil +tifffile==2025.5.10 ; python_full_version < '3.11' \ + --hash=sha256:018335d34283aa3fd8c263bae5c3c2b661ebc45548fde31504016fcae7bf1103 \ + --hash=sha256:e37147123c0542d67bc37ba5cdd67e12ea6fbe6e86c52bee037a9eb6a064e5ad + # via scikit-image +tifffile==2025.10.4 ; python_full_version >= '3.11' \ + --hash=sha256:2e437c16ab211be5bcdc79f71b4907359115f1f83b5d919e7c297c29725d3e38 \ + --hash=sha256:7687d691e49026053181470cec70fa9250e3a586b2041041297e38b10bbd34e1 + # via scikit-image +tqdm==4.67.1 \ + --hash=sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2 \ + --hash=sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2 + # via rastr +typing-extensions==4.15.0 \ + --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \ + --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548 + # via + # pins + # pydantic + # pydantic-core + # rastr + # typing-inspection +typing-inspection==0.4.2 \ + --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7 \ + --hash=sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464 + # via pydantic +tzdata==2025.2 \ + --hash=sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8 \ + --hash=sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9 + # via pandas +urllib3==2.5.0 \ + --hash=sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760 \ + --hash=sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc + # via requests +xxhash==3.6.0 \ + --hash=sha256:01262da8798422d0685f7cef03b2bd3f4f46511b02830861df548d7def4402ad \ + --hash=sha256:01362c4331775398e7bb34e3ab403bc9ee9f7c497bc7dee6272114055277dd3c \ + --hash=sha256:016e9190af8f0a4e3741343777710e3d5717427f175adfdc3e72508f59e2a7f3 \ + --hash=sha256:0226aa89035b62b6a86d3c68df4d7c1f47a342b8683da2b60cedcddb46c4d95b \ + --hash=sha256:0444e7967dac37569052d2409b00a8860c2135cff05502df4da80267d384849f \ + --hash=sha256:08d45aef063a4531b785cd72de4887766d01dc8f362a515693df349fdb825e0c \ + --hash=sha256:0e4edbfc7d420925b0dd5e792478ed393d6e75ff8fc219a6546fb446b6a417b1 \ + --hash=sha256:0f7b7e2ec26c1666ad5fc9dbfa426a6a3367ceaf79db5dd76264659d509d73b0 \ + --hash=sha256:1244460adc3a9be84731d72b8e80625788e5815b68da3da8b83f78115a40a7ec \ + --hash=sha256:15e0dac10eb9309508bfc41f7f9deaa7755c69e35af835db9cb10751adebc35d \ + --hash=sha256:1cf9dcc4ab9cff01dfbba78544297a3a01dafd60f3bde4e2bfd016cf7e4ddc67 \ + --hash=sha256:2577b276e060b73b73a53042ea5bd5203d3e6347ce0d09f98500f418a9fcf799 \ + --hash=sha256:25915e6000338999236f1eb68a02a32c3275ac338628a7eaa5a269c401995679 \ + --hash=sha256:26734cdc2d4ffe449b41d186bbeac416f704a482ed835d375a5c0cb02bc63fef \ + --hash=sha256:297b7fbf86c82c550e12e8fb71968b3f033d27b874276ba3624ea868c11165a8 \ + --hash=sha256:2aa5ee3444c25b69813663c9f8067dcfaa2e126dc55e8dddf40f4d1c25d7effa \ + --hash=sha256:2b6821e94346f96db75abaa6e255706fb06ebd530899ed76d32cd99f20dc52fa \ + --hash=sha256:339f518c3c7a850dd033ab416ea25a692759dc7478a71131fe8869010d2b75e4 \ + --hash=sha256:39be8e4e142550ef69629c9cd71b88c90e9a5db703fecbcf265546d9536ca4ad \ + --hash=sha256:3cd01fa2aa00d8b017c97eb46b9a794fbdca53fc14f845f5a328c71254b0abb7 \ + --hash=sha256:3ed0df1b11a79856df5ffcab572cbd6b9627034c1c748c5566fa79df9048a7c5 \ + --hash=sha256:40c391dd3cd041ebc3ffe6f2c862f402e306eb571422e0aa918d8070ba31da11 \ + --hash=sha256:418daf3db71e1413cfe211c2f9a528456936645c17f46b5204705581a45390ae \ + --hash=sha256:42c36dd7dbad2f5238950c377fcbf6811b1cdb1c444fab447960030cea60504d \ + --hash=sha256:457b8f85dec5825eed7b69c11ae86834a018b8e3df5e77783c999663da2f96d6 \ + --hash=sha256:48e6f2ffb07a50b52465a1032c3cf1f4a5683f944acaca8a134a2f23674c2058 \ + --hash=sha256:49e03e6fe2cac4a1bc64952dd250cf0dbc5ef4ebb7b8d96bce82e2de163c82a2 \ + --hash=sha256:4a082ffff8c6ac07707fb6b671caf7c6e020c75226c561830b73d862060f281d \ + --hash=sha256:4b54219177f6c6674d5378bd862c6aedf64725f70dd29c472eaae154df1a2e89 \ + --hash=sha256:4ccbff013972390b51a18ef1255ef5ac125c92dc9143b2d1909f59abc765540e \ + --hash=sha256:4f6f72232f849eb9d0141e2ebe2677ece15adfd0fa599bc058aad83c714bb2c6 \ + --hash=sha256:50fc255f39428a27299c20e280d6193d8b63b8ef8028995323bf834a026b4fbb \ + --hash=sha256:51312c768403d8540487dbbfb557454cfc55589bbde6424456951f7fcd4facb3 \ + --hash=sha256:51a73fb7cb3a3ead9f7a8b583ffd9b8038e277cdb8cb87cf890e88b3456afa0b \ + --hash=sha256:5576b002a56207f640636056b4160a378fe36a58db73ae5c27a7ec8db35f71d4 \ + --hash=sha256:568a6d743219e717b07b4e03b0a828ce593833e498c3b64752e0f5df6bfe84db \ + --hash=sha256:5851f033c3030dd95c086b4a36a2683c2ff4a799b23af60977188b057e467119 \ + --hash=sha256:599e64ba7f67472481ceb6ee80fa3bd828fd61ba59fb11475572cc5ee52b89ec \ + --hash=sha256:5c1343d49ac102799905e115aee590183c3921d475356cb24b4de29a4bc56518 \ + --hash=sha256:5dc1e14d14fa0f5789ec29a7062004b5933964bb9b02aae6622b8f530dc40296 \ + --hash=sha256:5f059d9faeacd49c0215d66f4056e1326c80503f51a1532ca336a385edadd033 \ + --hash=sha256:6105ef7e62b5ac73a837778efc331a591d8442f8ef5c7e102376506cb4ae2729 \ + --hash=sha256:627f0af069b0ea56f312fd5189001c24578868643203bca1abbc2c52d3a6f3ca \ + --hash=sha256:63275a8aba7865e44b1813d2177e0f5ea7eadad3dd063a21f7cf9afdc7054063 \ + --hash=sha256:653a91d7c2ab54a92c19ccf43508b6a555440b9be1bc8be553376778be7f20b5 \ + --hash=sha256:6812c25fe0d6c36a46ccb002f40f27ac903bf18af9f6dd8f9669cb4d176ab18f \ + --hash=sha256:6f2580ffab1a8b68ef2b901cde7e55fa8da5e4be0977c68f78fc80f3c143de42 \ + --hash=sha256:6fb5f5476bef678f69db04f2bd1efbed3030d2aba305b0fc1773645f187d6a4e \ + --hash=sha256:757320d45d2fbcce8f30c42a6b2f47862967aea7bf458b9625b4bbe7ee390392 \ + --hash=sha256:78e7f2f4c521c30ad5e786fdd6bae89d47a32672a80195467b5de0480aa97b1f \ + --hash=sha256:794fe9145fe60191c6532fa95063765529770edcdd67b3d537793e8004cabbfd \ + --hash=sha256:7a0b169aafb98f4284f73635a8e93f0735f9cbde17bd5ec332480484241aaa77 \ + --hash=sha256:7d14a6cfaf03b1b6f5f9790f76880601ccc7896aff7ab9cd8978a939c1eb7e0d \ + --hash=sha256:7d8b8aaa30fca4f16f0c84a5c8d7ddee0e25250ec2796c973775373257dde8f1 \ + --hash=sha256:843b52f6d88071f87eba1631b684fcb4b2068cd2180a0224122fe4ef011a9374 \ + --hash=sha256:858dc935963a33bc33490128edc1c12b0c14d9c7ebaa4e387a7869ecc4f3e263 \ + --hash=sha256:87ff03d7e35c61435976554477a7f4cd1704c3596a89a8300d5ce7fc83874a71 \ + --hash=sha256:881b47fc47e051b37d94d13e7455131054b56749b91b508b0907eb07900d1c13 \ + --hash=sha256:89952ea539566b9fed2bbd94e589672794b4286f342254fad28b149f9615fef8 \ + --hash=sha256:8a8f1972e75ebdd161d7896743122834fe87378160c20e97f8b09166213bf8cc \ + --hash=sha256:8b29ee68625ab37b04c0b40c3fafdf24d2f75ccd778333cfb698f65f6c463f62 \ + --hash=sha256:8cb2f4f679b01513b7adbb9b1b2f0f9cdc31b70007eaf9d59d0878809f385b11 \ + --hash=sha256:9176dcaddf4ca963d4deb93866d739a343c01c969231dbe21680e13a5d1a5bf0 \ + --hash=sha256:929142361a48ee07f09121fe9e96a84950e8d4df3bb298ca5d88061969f34d7b \ + --hash=sha256:93f107c673bccf0d592cdba077dedaf52fe7f42dcd7676eba1f6d6f0c3efffd2 \ + --hash=sha256:9b3222c686a919a0f3253cfc12bb118b8b103506612253b5baeaac10d8027cf6 \ + --hash=sha256:a034590a727b44dd8ac5914236a7b8504144447a9682586c3327e935f33ec8cc \ + --hash=sha256:a40a3d35b204b7cc7643cbcf8c9976d818cb47befcfac8bbefec8038ac363f3e \ + --hash=sha256:a42e633d75cdad6d625434e3468126c73f13f7584545a9cf34e883aa1710e702 \ + --hash=sha256:a54844be970d3fc22630b32d515e79a90d0a3ddb2644d8d7402e3c4c8da61405 \ + --hash=sha256:a756fe893389483ee8c394d06b5ab765d96e68fbbfe6fde7aa17e11f5720559f \ + --hash=sha256:a881851cf38b0a70e7c4d3ce81fc7afd86fbc2a024f4cfb2a97cf49ce04b75d3 \ + --hash=sha256:aa912c62f842dfd013c5f21a642c9c10cd9f4c4e943e0af83618b4a404d9091a \ + --hash=sha256:aed058764db109dc9052720da65fafe84873b05eb8b07e5e653597951af57c3b \ + --hash=sha256:af1f3278bd02814d6dedc5dec397993b549d6f16c19379721e5a1d31e132c49b \ + --hash=sha256:b1e420ef35c503869c4064f4a2f2b08ad6431ab7b229a05cce39d74268bca6b8 \ + --hash=sha256:b45fad44d9c5c119e9c6fbf2e1c656a46dc68e280275007bbfd3d572b21426db \ + --hash=sha256:b465afd7909db30168ab62afe40b2fcf79eedc0b89a6c0ab3123515dc0df8b99 \ + --hash=sha256:b47bbd8cf2d72797f3c2772eaaac0ded3d3af26481a26d7d7d41dc2d3c46b04a \ + --hash=sha256:b5b848ad6c16d308c3ac7ad4ba6bede80ed5df2ba8ed382f8932df63158dd4b2 \ + --hash=sha256:b7b2df81a23f8cb99656378e72501b2cb41b1827c0f5a86f87d6b06b69f9f204 \ + --hash=sha256:b9c6df83594f7df8f7f708ce5ebeacfc69f72c9fbaaababf6cf4758eaada0c9b \ + --hash=sha256:ba284920194615cb8edf73bf52236ce2e1664ccd4a38fdb543506413529cc546 \ + --hash=sha256:bb79b1e63f6fd84ec778a4b1916dfe0a7c3fdb986c06addd5db3a0d413819d95 \ + --hash=sha256:bd17fede52a17a4f9a7bc4472a5867cb0b160deeb431795c0e4abe158bc784e9 \ + --hash=sha256:bec91b562d8012dae276af8025a55811b875baace6af510412a5e58e3121bc54 \ + --hash=sha256:bf48889c9630542d4709192578aebbd836177c9f7a4a2778a7d6340107c65f06 \ + --hash=sha256:c0f2ab8c715630565ab8991b536ecded9416d615538be8ecddce43ccf26cbc7c \ + --hash=sha256:c1ce4009c97a752e682b897aa99aef84191077a9433eb237774689f14f8ec152 \ + --hash=sha256:c5294f596a9017ca5a3e3f8884c00b91ab2ad2933cf288f4923c3fd4346cf3d4 \ + --hash=sha256:c5aa639bc113e9286137cec8fadc20e9cd732b2cc385c0b7fa673b84fc1f2a93 \ + --hash=sha256:c6dc31591899f5e5666f04cc2e529e69b4072827085c1ef15294d91a004bc1bd \ + --hash=sha256:c6e193e9f56e4ca4923c61238cdaced324f0feac782544eb4c6d55ad5cc99ddd \ + --hash=sha256:d0a9751f71a1a65ce3584e9cae4467651c7e70c9d31017fa57574583a4540248 \ + --hash=sha256:d1927a69feddc24c987b337ce81ac15c4720955b667fe9b588e02254b80446fd \ + --hash=sha256:d597acf8506d6e7101a4a44a5e428977a51c0fadbbfd3c39650cca9253f6e5a6 \ + --hash=sha256:d706dca2d24d834a4661619dcacf51a75c16d65985718d6a7d73c1eeeb903ddf \ + --hash=sha256:d72f67ef8bf36e05f5b6c65e8524f265bd61071471cd4cf1d36743ebeeeb06b7 \ + --hash=sha256:dc94790144e66b14f67b10ac8ed75b39ca47536bf8800eb7c24b50271ea0c490 \ + --hash=sha256:dea26ae1eb293db089798d3973a5fc928a18fdd97cc8801226fae705b02b14b0 \ + --hash=sha256:e82da5670f2d0d98950317f82a0e4a0197150ff19a6df2ba40399c2a3b9ae5fb \ + --hash=sha256:eae5c13f3bc455a3bbb68bdc513912dc7356de7e2280363ea235f71f54064829 \ + --hash=sha256:ec44b73a4220623235f67a996c862049f375df3b1052d9899f40a6382c32d746 \ + --hash=sha256:ee34327b187f002a596d7b167ebc59a1b729e963ce645964bbc050d2f1b73d07 \ + --hash=sha256:f01375c0e55395b814a679b3eea205db7919ac2af213f4a6682e01220e5fe292 \ + --hash=sha256:f0162a78b13a0d7617b2845b90c763339d1f1d82bb04a4b07f4ab535cc5e05d6 \ + --hash=sha256:f205badabde7aafd1a31e8ca2a3e5a763107a71c397c4481d6a804eb5063d8bd \ + --hash=sha256:f22927652cba98c44639ffdc7aaf35828dccf679b10b31c4ad72a5b530a18eb7 \ + --hash=sha256:f572dfd3d0e2eb1a57511831cf6341242f5a9f8298a45862d085f5b93394a27d \ + --hash=sha256:f7f99123f0e1194fa59cc69ad46dbae2e07becec5df50a0509a808f90a0f03f0 \ + --hash=sha256:fba27a198363a7ef87f8c0f6b171ec36b674fe9053742c58dd7e3201c1ab30ee + # via pins +xyzservices==2025.4.0 \ + --hash=sha256:6fe764713648fac53450fbc61a3c366cb6ae5335a1b2ae0c3796b495de3709d8 \ + --hash=sha256:8d4db9a59213ccb4ce1cf70210584f30b10795bff47627cdfb862b39ff6e10c9 + # via folium +zipp==3.23.0 \ + --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e \ + --hash=sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166 + # via importlib-metadata diff --git a/src/geopins/__init__.py b/src/geopins/__init__.py index e69de29..deec826 100644 --- a/src/geopins/__init__.py +++ b/src/geopins/__init__.py @@ -0,0 +1,13 @@ +from geopins.boards import GeoBaseBoard +from geopins.drivers.gdf.dispatch import pin_read_gdf, pin_write_gdf +from geopins.drivers.raster.dispatch import pin_read_raster, pin_write_raster +from geopins.patch_ import patch + +__all__ = [ + "GeoBaseBoard", + "patch", + "pin_read_gdf", + "pin_read_raster", + "pin_write_gdf", + "pin_write_raster", +] diff --git a/src/geopins/boards.py b/src/geopins/boards.py new file mode 100644 index 0000000..80dccab --- /dev/null +++ b/src/geopins/boards.py @@ -0,0 +1,172 @@ +from __future__ import annotations + +import warnings +from typing import TYPE_CHECKING, Any, TypeVar, overload + +from geopandas import GeoDataFrame +from pins.boards import BaseBoard +from rastr.raster import Raster + +from geopins.drivers.gdf.dispatch import _pin_read_gdf, pin_write_gdf +from geopins.drivers.infer import infer_driver_info +from geopins.drivers.raster.dispatch import _pin_read_raster, pin_write_raster +from geopins.interfaces import PinReadKwargDict, PinWriteKwargDict + +if TYPE_CHECKING: + from collections.abc import Mapping + from datetime import datetime + + from pins.meta import Meta + + +_T = TypeVar("_T") + +# Unpatched methods +base_board_pin_write = BaseBoard.pin_write +base_board_pin_read = BaseBoard.pin_read + + +class GeoBaseBoard(BaseBoard): + """A base class for geospatially-enabled pins boards.""" + + @overload + def pin_read( + self, + name: str, + version: str | None = None, + hash: str | None = None, + *, + verify_type: type[_T], + ) -> _T: ... + @overload + def pin_read( + self, + name: str, + version: str | None = None, + hash: str | None = None, + *, + verify_type: None = None, + ) -> Any: ... + def pin_read( + self, + name: str, + version: str | None = None, + hash: str | None = None, # noqa: A002 + *, + verify_type: type[_T] | None = None, + ) -> _T | Any: + """Return the data stored in a pin. + + Args: + name: Pin name. + version: A specific pin version to retrieve. + hash: A hash used to validate the retrieved pin data. If specified, it is + compared against the `pin_hash` field retrieved by + `pins.boards.BaseBoard.pin_meta`. + verify_type: The expected datatype of the pin. This is mostly useful for + typechecked code. + + Returns: + The data stored in the pin. + """ + kwargs = PinReadKwargDict( + name=name, + version=version, + hash=hash, + ) + + with warnings.catch_warnings(): + # Upstream issue relating to opening files without context managers + warnings.simplefilter("ignore", category=ResourceWarning) + meta = self.pin_fetch(name, version) + + driver_info = infer_driver_info(meta, board=self) + if driver_info.dtype == "gdf": + value = _pin_read_gdf(board=self, **kwargs, meta=meta) + elif driver_info.dtype == "raster": + value = _pin_read_raster(board=self, **kwargs, meta=meta) + elif driver_info.dtype is None: + # Otherwise use the default pins implementation. + + # N.B. don't use super(), since we monkeypatch BaseBoard.pin_read and super + # would try to reference _its_ parent class... but it has none. + # This is safe to do since there are no other subclasses of BaseBoard + # which override pin_read. This limitation is documented in .patch(). + with warnings.catch_warnings(): + # Upstream issue relating to opening files without context managers + warnings.simplefilter("ignore", category=ResourceWarning) + value = base_board_pin_read(self=self, **kwargs) + else: + # Change to assert_never after deprecating 3.11 support + raise AssertionError + + # N.B. this logic isn't in the original pins implementation, and doesn't make + # much sense to contribute upstream since Python pins tries tries not to diverge + # too much from R pins. But it's useful for type safety here. + if verify_type is not None and not isinstance(value, verify_type): + msg = f"Expected pin '{name}' to be a {verify_type}, got {type(value)}" + raise TypeError(msg) + return value + + def pin_write( # noqa: PLR0913 + # N.B. match pins.boards.BaseBoard.pin_write signature + self, + x: Any, + name: str | None = None, + type: str | None = None, # noqa: A002 + title: str | None = None, + description: str | None = None, + metadata: Mapping | None = None, + versioned: bool | None = None, # noqa: FBT001 + created: datetime | None = None, + *, + force_identical_write: bool = False, + ) -> Meta: + """Write a pin object to the board. + + Args: + x: An object (e.g. a geopandas GeoDataFrame or rastr Raster) to pin. + name: Pin name. + type: File type used to save `x` to disk. May be "gpkg", "tif", "csv", + "arrow", "parquet", "joblib", or "json". + title: A title for the pin; most important for shared boards so that others + can understand what the pin contains. If omitted, a brief description + of the contents will be automatically generated. + description: A detailed description of the pin contents. + metadata: A dictionary containing additional metadata to store with the pin. + This gets stored on the Meta.user field. + versioned: Whether the pin should be versioned. Defaults to versioning. + created: A date to store in the Meta.created field. This field may be used + as part of the pin version name. + force_identical_write: Store the pin even if the pin contents are identical + to the last version (compared using the hash). Only + the pin contents are compared, not the pin metadata. + Defaults to False. + + Returns: + Metadata about the stored pin. If `force_identical_write` is False and the + pin contents are identical to the last version, the last version's metadata + is returned. + """ + kwargs = PinWriteKwargDict( + name=name, + type=type, + title=title, + description=description, + metadata=metadata, + versioned=versioned, + created=created, + force_identical_write=force_identical_write, + ) + if isinstance(x, GeoDataFrame): + return pin_write_gdf(x, board=self, **kwargs) + elif isinstance(x, Raster): + return pin_write_raster(x, board=self, **kwargs) + else: + # Otherwise use the default pins implementation. + + # N.B. don't use super(), since we monkeypatch BaseBoard.pin_read and super + # would try to reference _its_ parent class... but it has none. + # This is safe to do since there are no other subclasses of BaseBoard + # which override pin_read. This limitation is documented in .patch(). + return base_board_pin_write(x=x, self=self, **kwargs) diff --git a/src/geopins/drivers/__init__.py b/src/geopins/drivers/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/geopins/drivers/exceptions.py b/src/geopins/drivers/exceptions.py new file mode 100644 index 0000000..de8b9e8 --- /dev/null +++ b/src/geopins/drivers/exceptions.py @@ -0,0 +1,48 @@ +from typing import Literal + +from geopins.filetypes import get_filetype_display_name + + +def raise_driver_not_supported( + filetype: str, *, cls: type[object], mode: Literal["read", "write"] +) -> None: # Change to Never for Python 3.12 + """Raise a NotImplementedError indicating that the driver is not supported. + + Args: + filetype: The filetype that is not supported. + cls: The class for which the driver is not supported. + mode: Either "read" or "write", indicating whether the driver is not supported + for reading or writing. + + Different error messages are raised depending on whether the filetype is supported + for any other Python datatypes in pins or geopins. The messages mimic those used + in pins for consistency. + """ + try: + name = get_filetype_display_name(filetype) + except NotImplementedError: + if mode == "read": + # Matches pins error message in pins.drivers.load_data + msg = f"No driver for type {type}" + raise NotImplementedError(msg) from None + elif mode == "write": + # Matches pins error message in pins.drivers.save_data + msg = f"Cannot save type: {filetype}" + raise NotImplementedError(msg) from None + else: + # Change to assert_never after deprecating 3.11 support + raise AssertionError from None + else: + if mode == "read": + # Nothing to match with! + msg = ( + f"Reading from '{filetype}' format is not supported for {cls.__name__}." + ) + raise NotImplementedError(msg) + elif mode == "write": + # Matches pins error messages in pins._adaptors.Adaptor.write_csv etc. + msg = f"Writing to {name} is not supported for {cls.__name__}." + raise NotImplementedError(msg) + else: + # Change to assert_never after deprecating 3.11 support + raise AssertionError diff --git a/src/geopins/drivers/gdf/__init__.py b/src/geopins/drivers/gdf/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/geopins/drivers/gdf/dispatch.py b/src/geopins/drivers/gdf/dispatch.py new file mode 100644 index 0000000..d598e0e --- /dev/null +++ b/src/geopins/drivers/gdf/dispatch.py @@ -0,0 +1,146 @@ +from __future__ import annotations + +import warnings +from typing import TYPE_CHECKING + +from geopins.drivers.exceptions import raise_driver_not_supported +from geopins.drivers.gdf.filetypes.gpkg import pin_read_gdf_gpkg, pin_write_gdf_gpkg +from geopins.drivers.gdf.filetypes.parquet import ( + pin_read_gdf_geoparquet, + pin_write_gdf_parquet, +) +from geopins.drivers.infer import infer_driver_info +from geopins.interfaces import PinReadKwargDict, PinWriteKwargDict + +if TYPE_CHECKING: + from collections.abc import Mapping + from datetime import datetime + + from geopandas import GeoDataFrame + from pins.boards import BaseBoard + from pins.meta import Meta + + +def pin_read_gdf( + name: str, + version: str | None = None, + hash: str | None = None, # noqa: A002 + *, + board: BaseBoard, +) -> GeoDataFrame: + """Return the GeoDataFrame stored in a pin. + + Args: + name: Pin name. + version: A specific pin version to retrieve. + hash: A hash used to validate the retrieved pin data. If specified, it is + compared against the `pin_hash` field retrieved by + `pins.boards.BaseBoard.pin_meta`. + board: The pins board to read from. + + + Returns: + The GeoDataFrame stored in the pin. + """ + return _pin_read_gdf(name=name, version=version, hash=hash, board=board) + + +def _pin_read_gdf( + name: str, + version: str | None = None, + hash: str | None = None, # noqa: A002 + *, + board: BaseBoard, + meta: Meta | None = None, +) -> GeoDataFrame: + # We have this helper variable to pass meta around internally to avoid unnecessary + # fetching of metadata (although some level of unnecessary passing is inevitable + # since the underlying pins call will invoke .pin_fetch again). At least this way + # we avoid fetching three times! + if meta is None: + with warnings.catch_warnings(): + # Upstream issue relating to opening files without context managers + warnings.simplefilter("ignore", category=ResourceWarning) + meta = board.pin_fetch(name, version) + + kwargs = PinReadKwargDict( + name=name, + version=version, + hash=hash, + ) + + filetype = infer_driver_info(meta, board=board).filetype + + if filetype == "gpkg": + return pin_read_gdf_gpkg(board=board, **kwargs) + elif filetype == "parquet": + return pin_read_gdf_geoparquet(board=board, **kwargs) + else: + raise_driver_not_supported(filetype, cls=board.__class__, mode="read") + raise AssertionError # Change to assert_never after deprecating 3.11 support + + +def pin_write_gdf( # noqa: PLR0913 + # N.B. match pins.boards.BaseBoard.pin_write signature + x: GeoDataFrame, + name: str | None = None, + type: str | None = None, # noqa: A002 + title: str | None = None, + description: str | None = None, + metadata: Mapping | None = None, + versioned: bool | None = None, # noqa: FBT001 + created: datetime | None = None, + *, + force_identical_write: bool = False, + board: BaseBoard, +) -> Meta: + """Write a GeoDataFrame object to the board. + + Args: + x: A GeoDataFrame to pin. + name: Pin name. + type: File type used to save `x` to disk. May be "gpkg", or "parquet". Defaults + to "parquet". + title: A title for the pin; most important for shared boards so that others + can understand what the pin contains. If omitted, a brief description + of the contents will be automatically generated. + description: A detailed description of the pin contents. + metadata: A dictionary containing additional metadata to store with the pin. + This gets stored on the Meta.user field. + versioned: Whether the pin should be versioned. Defaults to versioning. + created: A date to store in the Meta.created field. This field may be used + as part of the pin version name. + force_identical_write: Store the pin even if the pin contents are identical + to the last version (compared using the hash). Only + the pin contents are compared, not the pin metadata. + Defaults to False. + board: The (geo)pins board to write to. + + Returns: + Metadata about the stored pin. If `force_identical_write` is False and the + pin contents are identical to the last version, the last version's metadata + is returned. + """ + type_ = type + + if type_ is None: + type_ = "gpkg" # default to GeoPackage for GeoDataFrames + + kwargs = PinWriteKwargDict( + name=name, + type=type_, + title=title, + description=description, + metadata=metadata, + versioned=versioned, + created=created, + force_identical_write=force_identical_write, + ) + + if type_ in ("geopackage", "gpkg"): + return pin_write_gdf_gpkg(x, board=board, **kwargs) + elif type_ == "parquet": + return pin_write_gdf_parquet(x, board=board, **kwargs) + else: + raise_driver_not_supported(type_, cls=board.__class__, mode="write") + raise AssertionError # Change to assert_never after deprecating 3.11 support diff --git a/src/geopins/drivers/gdf/filetypes/__init__.py b/src/geopins/drivers/gdf/filetypes/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/geopins/drivers/gdf/filetypes/gpkg.py b/src/geopins/drivers/gdf/filetypes/gpkg.py new file mode 100644 index 0000000..c35416d --- /dev/null +++ b/src/geopins/drivers/gdf/filetypes/gpkg.py @@ -0,0 +1,125 @@ +from __future__ import annotations + +import tempfile +import warnings +from pathlib import Path +from typing import TYPE_CHECKING + +import geopandas as gpd + +if TYPE_CHECKING: + from collections.abc import Mapping + from datetime import datetime + + from geopandas import GeoDataFrame + from pins.boards import BaseBoard + from pins.meta import Meta + + +def pin_read_gdf_gpkg( + name: str, + version: str | None = None, + hash: str | None = None, # noqa: A002 + *, + board: BaseBoard, +) -> GeoDataFrame: + """Return the GeoDataFrame stored in a pin as a GeoPackage. + + Args: + name: Pin name. + version: A specific pin version to retrieve. + hash: A hash used to validate the retrieved pin data. If specified, it is + compared against the `pin_hash` field retrieved by + `pins.boards.BaseBoard.pin_meta`. + verify_type: The expected datatype of the pin. This is mostly useful for + typechecked code. + board: The (geo)pins board to read from. + + Returns: + The GeoDataFrame stored in the pin. + """ + + with warnings.catch_warnings(): + # Upstream issue relating to opening files without context managers + warnings.simplefilter("ignore", category=ResourceWarning) + filenames = board.pin_download(name=name, version=version, hash=hash) + + try: + (filename,) = filenames + except ValueError: + msg = f"Expected 1 file, got {len(filenames)}" + raise ValueError(msg) from None + + return gpd.read_file(filename) + + +def pin_write_gdf_gpkg( # noqa: PLR0913 + # N.B. match pins.boards.BaseBoard.pin_write signature + x: GeoDataFrame, + name: str | None = None, + type: str | None = None, # noqa: A002 + title: str | None = None, + description: str | None = None, + metadata: Mapping | None = None, + versioned: bool | None = None, # noqa: FBT001 + created: datetime | None = None, + *, + force_identical_write: bool = False, + board: BaseBoard, +) -> Meta: + """Write a GeoDataFrame object to the board as a GeoPackage. + + Args: + x: A GeoDataFrame to pin. + name: Pin name. + type: File type used to save `x` to disk. Only "gpkg" is supported. + title: A title for the pin; most important for shared boards so that others + can understand what the pin contains. If omitted, a brief description + of the contents will be automatically generated. + description: A detailed description of the pin contents. + metadata: A dictionary containing additional metadata to store with the pin. + This gets stored on the Meta.user field. + versioned: Whether the pin should be versioned. Defaults to versioning. + created: A date to store in the Meta.created field. This field may be used + as part of the pin version name. + force_identical_write: Store the pin even if the pin contents are identical + to the last version (compared using the hash). Only + the pin contents are compared, not the pin metadata. + Defaults to False. + board: The (geo)pins board to write to. + + Returns: + Metadata about the stored pin. If `force_identical_write` is False and the + pin contents are identical to the last version, the last version's metadata + is returned. + """ + if type != "gpkg": + msg = 'Only `type="gpkg"` is supported for this function.' + raise ValueError(msg) + if force_identical_write: + msg = "`force_identical_write=True` is not supported for GeoDataFrame pins." + raise NotImplementedError(msg) + if versioned is not None: + msg = "`versioned` is not supported for GeoDataFrame pins." + raise NotImplementedError(msg) + if created is not None: + msg = "`created` is not supported for GeoDataFrame pins." + raise NotImplementedError(msg) + + with tempfile.TemporaryDirectory() as tmpdir: + tmpdir_path = Path(tmpdir) + + path = Path(tmpdir_path) / f"{name}.gpkg" + x.to_file(path, driver="GPKG") + + with warnings.catch_warnings(): + # Upstream issue relating to opening files without context managers + warnings.simplefilter("ignore", category=ResourceWarning) + + return board.pin_upload( + paths=[path.as_posix()], + name=name, + title=title, + description=description, + metadata=metadata, + ) diff --git a/src/geopins/drivers/gdf/filetypes/parquet.py b/src/geopins/drivers/gdf/filetypes/parquet.py new file mode 100644 index 0000000..b4d83fb --- /dev/null +++ b/src/geopins/drivers/gdf/filetypes/parquet.py @@ -0,0 +1,124 @@ +from __future__ import annotations + +import tempfile +import warnings +from pathlib import Path +from typing import TYPE_CHECKING + +import geopandas as gpd + +if TYPE_CHECKING: + from collections.abc import Mapping + from datetime import datetime + + from geopandas import GeoDataFrame + from pins.boards import BaseBoard + from pins.meta import Meta + + +def pin_read_gdf_geoparquet( + name: str, + version: str | None = None, + hash: str | None = None, # noqa: A002 + *, + board: BaseBoard, +) -> GeoDataFrame: + """Return the GeoDataFrame stored in a pin as a GeoParquet. + + Args: + name: Pin name. + version: A specific pin version to retrieve. + hash: A hash used to validate the retrieved pin data. If specified, it is + compared against the `pin_hash` field retrieved by + `pins.boards.BaseBoard.pin_meta`. + verify_type: The expected datatype of the pin. This is mostly useful for + typechecked code. + board: The (geo)pins board to read from. + + Returns: + The GeoDataFrame stored in the pin. + """ + with warnings.catch_warnings(): + # Upstream issue relating to opening files without context managers + warnings.simplefilter("ignore", category=ResourceWarning) + filenames = board.pin_download(name=name, version=version, hash=hash) + + try: + (filename,) = filenames + except ValueError: + msg = f"Expected 1 file, got {len(filenames)}" + raise ValueError(msg) from None + + return gpd.read_parquet(filename) + + +def pin_write_gdf_parquet( # noqa: PLR0913 + # N.B. match pins.boards.BaseBoard.pin_write signature + x: GeoDataFrame, + name: str | None = None, + type: str | None = None, # noqa: A002 + title: str | None = None, + description: str | None = None, + metadata: Mapping | None = None, + versioned: bool | None = None, # noqa: FBT001 + created: datetime | None = None, + *, + force_identical_write: bool = False, + board: BaseBoard, +) -> Meta: + """Write a GeoDataFrame object to the board as a GeoPackage. + + Args: + x: A GeoDataFrame to pin. + name: Pin name. + type: File type used to save `x` to disk. Only "gpkg" is supported. + title: A title for the pin; most important for shared boards so that others + can understand what the pin contains. If omitted, a brief description + of the contents will be automatically generated. + description: A detailed description of the pin contents. + metadata: A dictionary containing additional metadata to store with the pin. + This gets stored on the Meta.user field. + versioned: Whether the pin should be versioned. Defaults to versioning. + created: A date to store in the Meta.created field. This field may be used + as part of the pin version name. + force_identical_write: Store the pin even if the pin contents are identical + to the last version (compared using the hash). Only + the pin contents are compared, not the pin metadata. + Defaults to False. + board: The (geo)pins board to write to. + + Returns: + Metadata about the stored pin. If `force_identical_write` is False and the + pin contents are identical to the last version, the last version's metadata + is returned. + """ + if type != "parquet": + msg = 'Only `type="parquet"` is supported for this function.' + raise ValueError(msg) + if force_identical_write: + msg = "`force_identical_write=True` is not supported for GeoDataFrame pins." + raise NotImplementedError(msg) + if versioned is not None: + msg = "`versioned` is not supported for GeoDataFrame pins." + raise NotImplementedError(msg) + if created is not None: + msg = "`created` is not supported for GeoDataFrame pins." + raise NotImplementedError(msg) + + with tempfile.TemporaryDirectory() as tmpdir: + tmpdir_path = Path(tmpdir) + + path = Path(tmpdir_path) / f"{name}.parquet" + x.to_parquet(path) + + with warnings.catch_warnings(): + # Upstream issue relating to opening files without context managers + warnings.simplefilter("ignore", category=ResourceWarning) + + return board.pin_upload( + paths=[path.as_posix()], + name=name, + title=title, + description=description, + metadata=metadata, + ) diff --git a/src/geopins/drivers/infer.py b/src/geopins/drivers/infer.py new file mode 100644 index 0000000..1614acf --- /dev/null +++ b/src/geopins/drivers/infer.py @@ -0,0 +1,65 @@ +from __future__ import annotations + +from dataclasses import dataclass +from pathlib import Path +from typing import TYPE_CHECKING, Literal + +from pyarrow import parquet + +from geopins.meta import get_pinned_file_path + +if TYPE_CHECKING: + import pyarrow as pa + from pins.boards import BaseBoard + from pins.meta import Meta + + +@dataclass +class DriverInfo: + """Information about a geopins driver. + + Attributes: + dtype: The geopins datatype, e.g. "gdf" or "raster". None if not a geopins type, + e.g. a standard dataframe pin. + filetype: The underlying filetype, e.g. "gpkg", "parquet", or "tif". + """ + + dtype: Literal["gdf", "raster"] | None + filetype: str + + +def infer_driver_info(meta: Meta, *, board: BaseBoard) -> DriverInfo: + """Infer the Python datatype and underlying filetype from the pin metadata. + + Args: + meta: The pin metadata. + board: The pins board the pin is stored on. + + Returns: + The geopin type, or `None` if the type is not a geopin-specific type, e.g. + a standard json/csv/etc pin. + """ + + file = meta.file + + if not isinstance(file, str): + return DriverInfo(dtype=None, filetype=meta.type) + + ext = Path(file).suffix + + if ext == ".tif": + return DriverInfo(dtype="raster", filetype="tif") + elif ext == ".gpkg": + return DriverInfo(dtype="gdf", filetype="gpkg") + elif ext == ".parquet": + # Need to check if it's a geoparquet - pandas also uses .parquet + pinned_file_path = get_pinned_file_path(meta=meta, board=board) + + schema: pa.Schema = parquet.read_schema(pinned_file_path) + metadata = schema.metadata + if metadata is None or b"geo" not in metadata: + return DriverInfo(dtype=None, filetype=meta.type) + else: + return DriverInfo(dtype="gdf", filetype="parquet") + else: + return DriverInfo(dtype=None, filetype=meta.type) diff --git a/src/geopins/drivers/raster/__init__.py b/src/geopins/drivers/raster/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/geopins/drivers/raster/dispatch.py b/src/geopins/drivers/raster/dispatch.py new file mode 100644 index 0000000..c98edf1 --- /dev/null +++ b/src/geopins/drivers/raster/dispatch.py @@ -0,0 +1,140 @@ +from __future__ import annotations + +import warnings +from typing import TYPE_CHECKING + +from geopins.drivers.exceptions import raise_driver_not_supported +from geopins.drivers.infer import infer_driver_info +from geopins.drivers.raster.filetypes.tif import ( + pin_read_raster_tif, + pin_write_raster_tif, +) +from geopins.interfaces import PinReadKwargDict, PinWriteKwargDict + +if TYPE_CHECKING: + from collections.abc import Mapping + from datetime import datetime + + from pins.boards import BaseBoard + from pins.meta import Meta + from rastr.raster import Raster + + +def pin_read_raster( + name: str, + version: str | None = None, + hash: str | None = None, # noqa: A002 + *, + board: BaseBoard, +) -> Raster: + """Return the Raster stored in a pin. + + Args: + name: Pin name. + version: A specific pin version to retrieve. + hash: A hash used to validate the retrieved pin data. If specified, it is + compared against the `pin_hash` field retrieved by + `pins.boards.BaseBoard.pin_meta`. + board: The pins board to read from. + + + Returns: + The Raster stored in the pin. + """ + return _pin_read_raster(name=name, version=version, hash=hash, board=board) + + +def _pin_read_raster( + name: str, + version: str | None = None, + hash: str | None = None, # noqa: A002 + *, + board: BaseBoard, + meta: Meta | None = None, +) -> Raster: + # We have this helper variable to pass meta around internally to avoid unnecessary + # fetching of metadata (although some level of unnecessary passing is inevitable + # since the underlying pins call will invoke .pin_fetch again). At least this way + # we avoid fetching three times! + if meta is None: + with warnings.catch_warnings(): + # Upstream issue relating to opening files without context managers + warnings.simplefilter("ignore", category=ResourceWarning) + meta = board.pin_fetch(name, version) + + kwargs = PinReadKwargDict( + name=name, + version=version, + hash=hash, + ) + + filetype = infer_driver_info(meta, board=board).filetype + + if filetype == "tif": + return pin_read_raster_tif(board=board, **kwargs) + else: + raise_driver_not_supported(filetype, cls=board.__class__, mode="read") + raise AssertionError # Change to assert_never after deprecating 3.11 support + + +def pin_write_raster( # noqa: PLR0913 + # N.B. match pins.boards.BaseBoard.pin_write signature + x: Raster, + name: str | None = None, + type: str | None = None, # noqa: A002 + title: str | None = None, + description: str | None = None, + metadata: Mapping | None = None, + versioned: bool | None = None, # noqa: FBT001 + created: datetime | None = None, + *, + force_identical_write: bool = False, + board: BaseBoard, +) -> Meta: + """Write a pin object to the board. + + Args: + x: A rastr.Raster to pin. + name: Pin name. + type: File type used to save `x` to disk. May be "tif" only. + title: A title for the pin; most important for shared boards so that others + can understand what the pin contains. If omitted, a brief description + of the contents will be automatically generated. + description: A detailed description of the pin contents. + metadata: A dictionary containing additional metadata to store with the pin. + This gets stored on the Meta.user field. + versioned: Whether the pin should be versioned. Defaults to versioning. + created: A date to store in the Meta.created field. This field may be used + as part of the pin version name. + force_identical_write: Store the pin even if the pin contents are identical + to the last version (compared using the hash). Only + the pin contents are compared, not the pin metadata. + Defaults to False. + board: The (geo)pins board to write to. + + Returns: + Metadata about the stored pin. If `force_identical_write` is False and the + pin contents are identical to the last version, the last version's metadata + is returned. + """ + type_ = type + + kwargs = PinWriteKwargDict( + name=name, + type=type_, + title=title, + description=description, + metadata=metadata, + versioned=versioned, + created=created, + force_identical_write=force_identical_write, + ) + + if type_ is None: + type_ = "tif" # Default to GeoTIFF for rasters + + if type_ == "tif": + return pin_write_raster_tif(x, board=board, **kwargs) + else: + raise_driver_not_supported(type_, cls=board.__class__, mode="write") + raise AssertionError # Change to assert_never after deprecating 3.11 support diff --git a/src/geopins/drivers/raster/filetypes/__init__.py b/src/geopins/drivers/raster/filetypes/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/geopins/drivers/raster/filetypes/tif.py b/src/geopins/drivers/raster/filetypes/tif.py new file mode 100644 index 0000000..923b44c --- /dev/null +++ b/src/geopins/drivers/raster/filetypes/tif.py @@ -0,0 +1,124 @@ +from __future__ import annotations + +import tempfile +import warnings +from pathlib import Path +from typing import TYPE_CHECKING + +from pins.boards import BaseBoard +from rastr.raster import Raster + +if TYPE_CHECKING: + from collections.abc import Mapping + from datetime import datetime + + from pins.boards import BaseBoard + from pins.meta import Meta + + +def pin_read_raster_tif( + name: str, + version: str | None = None, + hash: str | None = None, # noqa: A002 + *, + board: BaseBoard, +) -> Raster: + """Return the Raster stored in a pin as a GeoTIFF. + + Args: + name: Pin name. + version: A specific pin version to retrieve. + hash: A hash used to validate the retrieved pin data. If specified, it is + compared against the `pin_hash` field retrieved by + `pins.boards.BaseBoard.pin_meta`. + verify_type: The expected datatype of the pin. This is mostly useful for + typechecked code. + board: The (geo)pins board to read from. + + Returns: + The Raster stored in the pin. + """ + with warnings.catch_warnings(): + # Upstream issue relating to opening files without context managers + warnings.simplefilter("ignore", category=ResourceWarning) + filenames = board.pin_download(name=name, version=version, hash=hash) + + try: + (filename,) = filenames + except ValueError: + msg = f"Expected 1 file, got {len(filenames)}" + raise ValueError(msg) from None + + return Raster.read_file(filename=filename) + + +def pin_write_raster_tif( # noqa: PLR0913 + # N.B. match pins.boards.BaseBoard.pin_write signature + x: Raster, + name: str | None = None, + type: str | None = None, # noqa: A002 + title: str | None = None, + description: str | None = None, + metadata: Mapping | None = None, + versioned: bool | None = None, # noqa: FBT001 + created: datetime | None = None, + *, + force_identical_write: bool = False, + board: BaseBoard, +) -> Meta: + """Write a pin object to the board. + + Args: + x: A Raster to pin. + name: Pin name. + type: File type used to save `x` to disk. Only "tif" is supported. + title: A title for the pin; most important for shared boards so that others + can understand what the pin contains. If omitted, a brief description + of the contents will be automatically generated. + description: A detailed description of the pin contents. + metadata: A dictionary containing additional metadata to store with the pin. + This gets stored on the Meta.user field. + versioned: Whether the pin should be versioned. Defaults to versioning, and + the alternative is not supported. + created: Not supported. A date to store in the Meta.created field. This field + may be used as part of the pin version name. + force_identical_write: Not supported. Store the pin even if the pin contents are + identical to the last version (compared using the hash). + Only the pin contents are compared, not the pin metadata. + Defaults to False. + board: The (geo)pins board to write to. + + Returns: + Metadata about the stored pin. If `force_identical_write` is False and the + pin contents are identical to the last version, the last version's metadata + is returned. + """ + if type not in (None, "tif"): + msg = 'Only `type="tif"` is supported for this function.' + raise ValueError(msg) + if force_identical_write: + msg = "`force_identical_write=True` is not supported for Raster pins." + raise NotImplementedError(msg) + if versioned is not None: + msg = "`versioned` is not supported for Raster pins." + raise NotImplementedError(msg) + if created is not None: + msg = "`created` is not supported for Raster pins." + raise NotImplementedError(msg) + + # Create a temporary file to write the raster + with tempfile.TemporaryDirectory() as tmpdir: + tif_path = Path(tmpdir) / f"{name}.tif" + x.to_file(tif_path) + + with warnings.catch_warnings(): + # Upstream issue relating to opening files without context managers + warnings.simplefilter("ignore", category=ResourceWarning) + + return board.pin_upload( + paths=[tif_path.as_posix()], + name=name, + title=title, + description=description, + metadata=metadata, + ) diff --git a/src/geopins/filetypes.py b/src/geopins/filetypes.py new file mode 100644 index 0000000..0067bb8 --- /dev/null +++ b/src/geopins/filetypes.py @@ -0,0 +1,29 @@ +from __future__ import annotations + + +def get_filetype_display_name(filetype: str) -> str: + """Get a display-friendly name for a filetype. + + Args: + filetype: The filetype to get the display-friendly name for. + + Returns: + A display-friendly name for the filetype. + + Raises: + NotImplementedError: If the filetype is not recognized. + """ + mapping = { + "csv": "CSV", + "arrow": "Apache Arrow", + "feather": "Feather", + "table": "CSV", + "joblib": "Joblib", + "json": "JSON", + "parquet": "Parquet", + } + try: + return mapping[filetype] + except KeyError: + msg = f"Filetype '{filetype}' is not recognized." + raise NotImplementedError(msg) from None diff --git a/src/geopins/interfaces.py b/src/geopins/interfaces.py new file mode 100644 index 0000000..cba0283 --- /dev/null +++ b/src/geopins/interfaces.py @@ -0,0 +1,28 @@ +from __future__ import annotations + +from typing import TYPE_CHECKING, TypedDict + +if TYPE_CHECKING: + from collections.abc import Mapping + from datetime import datetime + + +class PinReadKwargDict(TypedDict): + """Keyword arguments for `pins.boards.BaseBoard.pin_read`.""" + + name: str + version: str | None + hash: str | None + + +class PinWriteKwargDict(TypedDict): + """Keyword arguments for `pins.boards.BaseBoard.pin_write`.""" + + name: str | None + type: str | None + title: str | None + description: str | None + metadata: Mapping | None + versioned: bool | None + created: datetime | None + force_identical_write: bool diff --git a/src/geopins/meta.py b/src/geopins/meta.py new file mode 100644 index 0000000..423b793 --- /dev/null +++ b/src/geopins/meta.py @@ -0,0 +1,28 @@ +from __future__ import annotations + +from pathlib import Path +from typing import TYPE_CHECKING + +if TYPE_CHECKING: + from pins.boards import BaseBoard + from pins.meta import Meta + + +def get_pinned_file_path(*, meta: Meta, board: BaseBoard) -> Path | list[Path]: + """Get the path to the main data file for a pin, if it exists. + + Args: + meta: The pin metadata. + board: The pins board the pin is stored on. + + Returns: + The path to the main data file for the pin, or None if it doesn't exist. + """ + file = meta.file + + pin_path = Path(board.construct_path([meta.name, meta.version.version])) + + if not isinstance(file, str): + return [pin_path / f for f in file] + + return pin_path / file diff --git a/src/geopins/patch_.py b/src/geopins/patch_.py new file mode 100644 index 0000000..15b4e65 --- /dev/null +++ b/src/geopins/patch_.py @@ -0,0 +1,16 @@ +import pins +from pins.boards import BaseBoard + +from geopins.boards import GeoBaseBoard + + +def patch() -> None: + """Monkey patches pins boards to support geospatial data types. + + This does not affect any custom board subclasses that provide custom implementations + of `pin_read` or `pin_write`. + """ + + BaseBoard.pin_read = GeoBaseBoard.pin_read # pyright: ignore[reportAttributeAccessIssue] + BaseBoard.pin_write = GeoBaseBoard.pin_write # pyright: ignore[reportAttributeAccessIssue] + pins.boards.BaseBoard = GeoBaseBoard diff --git a/tests/conftest.py b/tests/conftest.py index 3a91541..67e36ed 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -1,6 +1,15 @@ +from __future__ import annotations + from pathlib import Path +from typing import TYPE_CHECKING import pytest +from pins import board, board_folder + +from geopins.boards import GeoBaseBoard + +if TYPE_CHECKING: + from pins.boards import BaseBoard collect_ignore_glob = ["assets/**"] pytest_plugins = [] @@ -10,3 +19,15 @@ def assets_dir() -> Path: """Return a path to the test assets directory.""" return Path(__file__).parent / "assets" + + +@pytest.fixture +def tmp_board(tmp_path: Path) -> BaseBoard: + """Return a board based in a (local) temporary directory.""" + return board_folder(tmp_path.as_posix()) + + +@pytest.fixture +def tmp_geoboard(tmp_path: Path) -> GeoBaseBoard: + """Return a geo board based in a (local) temporary directory.""" + return board("file", path=tmp_path.as_posix(), board_factory=GeoBaseBoard) # pyright: ignore[reportReturnType] https://github.com/rstudio/pins-python/issues/347 diff --git a/tests/geopins/drivers/gdf/filetypes/test_gpkg.py b/tests/geopins/drivers/gdf/filetypes/test_gpkg.py new file mode 100644 index 0000000..bdf1d31 --- /dev/null +++ b/tests/geopins/drivers/gdf/filetypes/test_gpkg.py @@ -0,0 +1,29 @@ +from __future__ import annotations + +from typing import TYPE_CHECKING + +import geopandas as gpd +from pins.meta import Meta + +from geopins.boards import GeoBaseBoard + +if TYPE_CHECKING: + from geopins.boards import GeoBaseBoard + + +def test_round_trip(tmp_geoboard: GeoBaseBoard): + # Arrange + gdf = gpd.GeoDataFrame( + {"id": [1, 2, 3]}, + geometry=gpd.points_from_xy([0, 1, 2], [0, 1, 2]), + crs="EPSG:2193", # NZGD2000 / New Zealand Transverse Mercator 2000 + ) + + # Act + meta = tmp_geoboard.pin_write(gdf, name="test-gdf", type="gpkg") + assert isinstance(meta, Meta) + retrieved = tmp_geoboard.pin_read("test-gdf", verify_type=gpd.GeoDataFrame) + + # Assert + assert gdf.equals(retrieved) + assert gdf.crs == retrieved.crs diff --git a/tests/geopins/drivers/gdf/filetypes/test_parquet.py b/tests/geopins/drivers/gdf/filetypes/test_parquet.py new file mode 100644 index 0000000..53dbfdc --- /dev/null +++ b/tests/geopins/drivers/gdf/filetypes/test_parquet.py @@ -0,0 +1,28 @@ +from __future__ import annotations + +from typing import TYPE_CHECKING + +import geopandas as gpd +from pins.meta import Meta + +from geopins.boards import GeoBaseBoard + +if TYPE_CHECKING: + from geopins.boards import GeoBaseBoard + + +def test_round_trip(tmp_geoboard: GeoBaseBoard): + # Arrange + gdf = gpd.GeoDataFrame( + {"id": [1, 2, 3]}, + geometry=gpd.points_from_xy([0, 1, 2], [0, 1, 2]), + crs="EPSG:4326", + ) + + # Act + meta = tmp_geoboard.pin_write(gdf, name="test-gdf", type="parquet") + assert isinstance(meta, Meta) + retrieved = tmp_geoboard.pin_read("test-gdf", verify_type=gpd.GeoDataFrame) + + # Assert + assert gdf.equals(retrieved) diff --git a/tests/geopins/drivers/raster/filetypes/test_tif.py b/tests/geopins/drivers/raster/filetypes/test_tif.py new file mode 100644 index 0000000..2d9a1df --- /dev/null +++ b/tests/geopins/drivers/raster/filetypes/test_tif.py @@ -0,0 +1,24 @@ +from __future__ import annotations + +from typing import TYPE_CHECKING + +from pins.meta import Meta +from rastr.raster import Raster + +from geopins.boards import GeoBaseBoard + +if TYPE_CHECKING: + from geopins.boards import GeoBaseBoard + + +def test_round_trip(tmp_geoboard: GeoBaseBoard): + # Arrange + raster = Raster.example() + + # Act + meta = tmp_geoboard.pin_write(raster, name="test-raster", type="tif") + assert isinstance(meta, Meta) + retrieved = tmp_geoboard.pin_read("test-raster", verify_type=Raster) + + # Assert + assert raster == retrieved diff --git a/tests/geopins/test_boards.py b/tests/geopins/test_boards.py new file mode 100644 index 0000000..e918ccf --- /dev/null +++ b/tests/geopins/test_boards.py @@ -0,0 +1,47 @@ +from __future__ import annotations + +from typing import TYPE_CHECKING + +import pandas as pd +import pytest +from rastr.raster import Raster + +if TYPE_CHECKING: + from geopins import GeoBaseBoard + + +class TestGeoBaseBoard: + def test_pin_csv(self, tmp_geoboard: GeoBaseBoard): + # Arrange + df = pd.DataFrame({"a": [1, 2, 3], "b": [4, 5, 6]}) + + # Act + with pytest.warns(ResourceWarning): + # Upstream issue relating to opening files without context managers + tmp_geoboard.pin_write(df, "test", type="csv") + out_df = tmp_geoboard.pin_read("test") + pd.testing.assert_frame_equal(df, out_df) + + def test_pin_raster(self, tmp_geoboard: GeoBaseBoard): + # Arrange + raster = Raster.example() + + # Act + tmp_geoboard.pin_write(raster, "test") # N.B. type is optional + + # Assert + # use the verify_type arg - not provided in original pins + out_raster = tmp_geoboard.pin_read("test", verify_type=Raster) + assert isinstance(out_raster, Raster) + assert out_raster == raster + + def test_verify_type_error(self, tmp_geoboard: GeoBaseBoard): + # Arrange + raster = Raster.example() + + # Act + tmp_geoboard.pin_write(raster, "test") + + # Assert + with pytest.raises(TypeError): + tmp_geoboard.pin_read("test", verify_type=str) # wrong type diff --git a/tests/geopins/test_nothing.py b/tests/geopins/test_nothing.py deleted file mode 100644 index a3e981b..0000000 --- a/tests/geopins/test_nothing.py +++ /dev/null @@ -1,2 +0,0 @@ -def test_nothing(): - pass diff --git a/tests/geopins/test_patch_.py b/tests/geopins/test_patch_.py new file mode 100644 index 0000000..3fb0914 --- /dev/null +++ b/tests/geopins/test_patch_.py @@ -0,0 +1,51 @@ +from __future__ import annotations + +from typing 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