diff --git a/hazard_workflow.cwl b/hazard_workflow.cwl index 937e0b0..279a9c5 100644 --- a/hazard_workflow.cwl +++ b/hazard_workflow.cwl @@ -92,7 +92,7 @@ $graph: hints: DockerRequirement: - dockerPull: public.ecr.aws/c9k5s3u3/os-hazard-indicator:0155a34 + dockerPull: public.ecr.aws/c9k5s3u3/os-hazard-indicator:cb86f35 requirements: ResourceRequirement: diff --git a/notebooks/ukcp18_hazard_DaysTasAboveIndicator.ipynb b/notebooks/ukcp18_hazard_DaysTasAboveIndicator.ipynb index 4ca4380..580b2d9 100644 --- a/notebooks/ukcp18_hazard_DaysTasAboveIndicator.ipynb +++ b/notebooks/ukcp18_hazard_DaysTasAboveIndicator.ipynb @@ -21,7 +21,7 @@ "\n", "```\n", "CEDA_FTP_URL=\"ftp.ceda.ac.uk\"\n", - "CEDA_USERNAME=\n", + "CEDA_FTP_USERNAME=\n", "CEDA_FTP_PASSWORD= # This is separate to your normal CEDA login password - See: https://help.ceda.ac.uk/article/280-ftp\n", "```" ] @@ -38,29 +38,40 @@ "cell_type": "code", "execution_count": 1, "id": "4681165b-b5fc-48fc-a9e6-eaab1cb0a0b8", - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2024-09-09T08:52:50.231021Z", + "start_time": "2024-09-09T08:52:49.069889Z" + } + }, "outputs": [ { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/ciaran/dev/os-climate-hazard/.venv/lib/python3.9/site-packages/urllib3/__init__.py:35: NotOpenSSLWarning: urllib3 v2 only supports OpenSSL 1.1.1+, currently the 'ssl' module is compiled with 'LibreSSL 2.8.3'. See: https://github.com/urllib3/urllib3/issues/3020\n", - " warnings.warn(\n" - ] + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" } ], "source": [ "import logging\n", - "import os\n", "import sys\n", + "import os\n", + "from pathlib import Path\n", "\n", "from dask.distributed import Client, LocalCluster\n", "import zarr\n", "\n", - "from hazard.docs_store import DocStore\n", "from hazard.models.days_tas_above import DaysTasAboveIndicator\n", + "from hazard.models.degree_days import DegreeDays\n", "from hazard.sources.ukcp18 import Ukcp18\n", - "from hazard.sources.osc_zarr import OscZarr" + "from hazard.sources.osc_zarr import OscZarr\n", + "from dotenv import load_dotenv\n", + "\n", + "load_dotenv(\"../credentials.env\")" ] }, { @@ -75,24 +86,29 @@ "cell_type": "code", "execution_count": 2, "id": "0c352116-2d16-461a-a0cf-469b897537f4", - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2024-09-09T08:52:53.898258Z", + "start_time": "2024-09-09T08:52:51.879214Z" + } + }, "outputs": [ { - "name": "stderr", + "name": "stdout", "output_type": "stream", "text": [ - "/Users/ciaran/dev/os-climate-hazard/.venv/lib/python3.9/site-packages/distributed/node.py:182: UserWarning: Port 8787 is already in use.\n", - "Perhaps you already have a cluster running?\n", - "Hosting the HTTP server on port 62255 instead\n", - " warnings.warn(\n" + "[2024-09-10 14:12:39,774] {days_tas_above.py:63} INFO - Starting calculation for year 2030\n", + "[2024-09-10 14:12:41,029] {io.py:140} WARNING - CPLE_AppDefined in dimension #1 (time) is not a Time dimension.\n", + "[2024-09-10 14:12:41,030] {io.py:140} WARNING - CPLE_AppDefined in dimension #0 (ensemble_member) is not a Time dimension.\n", + "[2024-09-10 14:12:41,035] {io.py:140} WARNING - CPLE_AppDefined in Unhandled X/Y axis unit degrees. SRS will ignore axis unit and be likely wrong.\n", + "[2024-09-10 14:12:41,035] {io.py:140} WARNING - CPLE_AppDefined in Latitude grid not spaced evenly. Setting projection for grid spacing is within 0.1 degrees threshold.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "[2024-07-18 12:23:56,782] {days_tas_above.py:56} INFO - Starting calculation for year 2030\n", - "[2024-07-18 12:24:04,757] {days_tas_above.py:60} INFO - Calculation complete for year 2030\n" + "[2024-09-10 14:12:45,546] {days_tas_above.py:69} INFO - Calculation complete for year 2030\n" ] } ], @@ -106,22 +122,24 @@ " ],\n", ")\n", "\n", - "cluster = LocalCluster(processes=False)\n", + "cluster = LocalCluster(processes=False, n_workers=1, threads_per_worker=1)\n", "client = Client(cluster)\n", "\n", "gcm = \"ukcp18\"\n", "scenario = \"rcp85\"\n", "year = 2030\n", - "source = Ukcp18(\n", - " os.environ[\"CEDA_FTP_URL\"],\n", - " os.environ[\"CEDA_USERNAME\"],\n", - " os.environ[\"CEDA_FTP_PASSWORD\"],\n", - ")\n", + "\n", + "# source = Ukcp18(resolution=\"60km\", domain=\"global\")\n", + "# source = Ukcp18(resolution=\"60km\", domain=\"uk\")\n", + "# source = Ukcp18(resolution=\"12km\", domain=\"eur\")\n", + "# source = Ukcp18(resolution=\"12km\", domain=\"uk\")\n", + "# source = Ukcp18(resolution=\"5km\", domain=\"uk\")\n", + "source = Ukcp18(resolution=\"2.2km\", domain=\"uk\")\n", "\n", "# Just store stuff locally as it's easier\n", - "test_output_dir = os.path.join(os.getcwd(), \"src/test/test_output\")\n", - "store = zarr.DirectoryStore(os.path.join(test_output_dir, \"hazard\", \"hazard.zarr\"))\n", - "target = OscZarr(store=store)\n", + "test_output_dir = Path(\"./src/test/test_output\")\n", + "store = zarr.DirectoryStore(test_output_dir / \"hazard\" / \"hazard.zarr\")\n", + "target = OscZarr(store=store, write_xarray_compatible_zarr=True)\n", "\n", "model = DaysTasAboveIndicator(\n", " threshold_temps_c=[15],\n", @@ -129,7 +147,16 @@ " gcms=[gcm],\n", " scenarios=[scenario],\n", " central_years=[year],\n", - ")" + ")\n", + "\n", + "# model = DegreeDays(\n", + "# threshold=15,\n", + "# window_years=1,\n", + "# gcms=[gcm],\n", + "# scenarios=[scenario],\n", + "# central_years=[year],\n", + "# central_year_historical=year\n", + "# )" ] }, { @@ -144,17 +171,22 @@ "cell_type": "code", "execution_count": 3, "id": "7bff7293-fdfb-4226-9ef1-03eb65500863", - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2024-09-09T08:53:01.994642Z", + "start_time": "2024-09-09T08:52:55.888469Z" + } + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[2024-07-18 12:23:53,355] {multi_year_average.py:112} INFO - Calculating average indicator for batch item gcm=ukcp18, scenario=rcp85, central_year=2030, years=[2030]\n", - "[2024-07-18 12:24:04,760] {multi_year_average.py:81} INFO - Writing array to chronic_heat/osc/v2/days_tas_above_15c_ukcp18_rcp85_2030\n", - "[2024-07-18 12:24:04,766] {map_utilities.py:46} INFO - Generating map projection for file chronic_heat/osc/v2/days_tas_above_15c_ukcp18_rcp85_2030; reading file\n", - "[2024-07-18 12:24:04,768] {map_utilities.py:48} INFO - Reprojecting to EPSG:3857\n", - "[2024-07-18 12:24:04,786] {map_utilities.py:54} INFO - Writing map file chronic_heat/osc/v2/days_tas_above_15c_ukcp18_rcp85_2030_map\n" + "[2024-09-10 14:12:38,020] {multi_year_average.py:124} INFO - Calculating average indicator for batch item gcm=ukcp18, scenario=rcp85, central_year=2030, years=[2030]\n", + "[2024-09-10 14:12:45,580] {multi_year_average.py:91} INFO - Writing array to chronic_heat/osc/v2/days_tas_above_15c_ukcp18_rcp85_2030\n", + "[2024-09-10 14:12:45,616] {map_utilities.py:46} INFO - Generating map projection for file chronic_heat/osc/v2/days_tas_above_15c_ukcp18_rcp85_2030; reading file\n", + "[2024-09-10 14:12:45,635] {map_utilities.py:48} INFO - Reprojecting to EPSG:3857\n", + "[2024-09-10 14:12:45,676] {map_utilities.py:54} INFO - Writing map file chronic_heat/osc/v2/days_tas_above_15c_ukcp18_rcp85_2030_map\n" ] } ], @@ -174,12 +206,17 @@ "cell_type": "code", "execution_count": 4, "id": "7aeaced1-a59e-48a7-a17e-b8ec4c4bb5d9", - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2024-09-09T08:53:40.093219Z", + "start_time": "2024-09-09T08:53:39.578333Z" + } + }, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 4, @@ -188,7 +225,7 @@ }, { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] @@ -219,7 +256,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.14" + "version": "3.9.12" } }, "nbformat": 4, diff --git a/pdm.lock b/pdm.lock index 475aa57..37822d7 100644 --- a/pdm.lock +++ b/pdm.lock @@ -4,11 +4,8 @@ [metadata] groups = ["default", "lint", "test"] strategy = ["cross_platform", "inherit_metadata"] -lock_version = "4.5.0" -content_hash = "sha256:984b7400070fa39663ade5331b924b3352aa826d1bf56e8bf7f8faf08ccbb162" - -[[metadata.targets]] -requires_python = ">=3.9,<3.11" +lock_version = "4.4.1" +content_hash = "sha256:2af31b19c071ee1142973c8cdda26c24b494a7089d33fb7978cdd9d7c71640a1" [[package]] name = "affine" @@ -132,9 +129,6 @@ version = "0.7.0" requires_python = ">=3.8" summary = "Reusable constraint types to use with typing.Annotated" groups = ["default"] -dependencies = [ - "typing-extensions>=4.0.0; python_version < \"3.9\"", -] files = [ {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"}, {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"}, @@ -183,9 +177,6 @@ requires_python = ">=3.7" summary = "Timeout context manager for asyncio programs" groups = ["default"] marker = "python_version < \"3.11\"" -dependencies = [ - "typing-extensions>=3.6.5; python_version < \"3.8\"", -] files = [ {file = "async-timeout-4.0.3.tar.gz", hash = "sha256:4640d96be84d82d02ed59ea2b7105a0f7b33abe8703703cd0ab0bf87c427522f"}, {file = "async_timeout-4.0.3-py3-none-any.whl", hash = "sha256:7405140ff1230c310e51dc27b3145b9092d659ce68ff733fb0cefe3ee42be028"}, @@ -197,9 +188,6 @@ version = "24.2.0" requires_python = ">=3.7" summary = "Classes Without Boilerplate" groups = ["default"] -dependencies = [ - "importlib-metadata; python_version < \"3.8\"", -] files = [ {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"}, {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"}, @@ -346,7 +334,6 @@ summary = "Time-handling functionality from netcdf4-python" groups = ["default"] dependencies = [ "numpy>1.13.3; python_version < \"3.12.0.rc1\"", - "numpy>=1.26.0b1; python_version >= \"3.12.0.rc1\"", ] files = [ {file = "cftime-1.6.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ee70074df4bae0d9ee98f201cf5f11fd302791cf1cdeb73c34f685d6b632e17d"}, @@ -413,7 +400,6 @@ summary = "Composable command line interface toolkit" groups = ["default"] dependencies = [ "colorama; platform_system == \"Windows\"", - "importlib-metadata; python_version < \"3.8\"", ] files = [ {file = "click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28"}, @@ -711,8 +697,6 @@ requires_python = ">=3.6" summary = "Helpful functions for Python 🐍 🛠️" groups = ["test"] dependencies = [ - "importlib-metadata>=3.6.0; python_version < \"3.9\"", - "importlib-resources>=3.0.0; python_version < \"3.9\"", "natsort>=7.0.1", "typing-extensions>=3.7.4.1", ] @@ -803,7 +787,6 @@ version = "0.6.0" summary = "A library for automatically generating command line interfaces." groups = ["default"] dependencies = [ - "enum34; python_version < \"3.4\"", "six", "termcolor", ] @@ -956,9 +939,6 @@ version = "0.14.0" requires_python = ">=3.7" summary = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1" groups = ["test"] -dependencies = [ - "typing-extensions; python_version < \"3.8\"", -] files = [ {file = "h11-0.14.0-py3-none-any.whl", hash = "sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761"}, {file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"}, @@ -1093,7 +1073,6 @@ requires_python = ">=3.8" summary = "Read metadata from Python packages" groups = ["default", "test"] dependencies = [ - "typing-extensions>=3.6.4; python_version < \"3.8\"", "zipp>=0.5", ] files = [ @@ -1191,9 +1170,6 @@ version = "3.2.2" requires_python = ">=3.7" summary = "Python library for serializing arbitrary object graphs into JSON" groups = ["default"] -dependencies = [ - "importlib-metadata; python_version < \"3.8\"", -] files = [ {file = "jsonpickle-3.2.2-py3-none-any.whl", hash = "sha256:87cd82d237fd72c5a34970e7222dddc0accc13fddf49af84111887ed9a9445aa"}, {file = "jsonpickle-3.2.2.tar.gz", hash = "sha256:d425fd2b8afe9f5d7d57205153403fbf897782204437882a477e8eed60930f8c"}, @@ -1207,9 +1183,7 @@ summary = "An implementation of JSON Schema validation for Python" groups = ["default"] dependencies = [ "attrs>=22.2.0", - "importlib-resources>=1.4.0; python_version < \"3.9\"", "jsonschema-specifications>=2023.03.6", - "pkgutil-resolve-name>=1.3.10; python_version < \"3.9\"", "referencing>=0.28.4", "rpds-py>=0.7.1", ] @@ -1225,7 +1199,6 @@ requires_python = ">=3.8" summary = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry" groups = ["default"] dependencies = [ - "importlib-resources>=1.4.0; python_version < \"3.9\"", "referencing>=0.31.0", ] files = [ @@ -1239,9 +1212,6 @@ version = "1.4.5" requires_python = ">=3.7" summary = "A fast implementation of the Cassowary constraint solver" groups = ["default"] -dependencies = [ - "typing-extensions; python_version < \"3.8\"", -] files = [ {file = "kiwisolver-1.4.5-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:05703cf211d585109fcd72207a31bb170a0f22144d68298dc5e61b3c946518af"}, {file = "kiwisolver-1.4.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:146d14bebb7f1dc4d5fbf74f8a6cb15ac42baadee8912eb84ac0b3b2a3dc6ac3"}, @@ -1746,8 +1716,6 @@ summary = "Powerful data structures for data analysis, time series, and statisti groups = ["default"] dependencies = [ "numpy<2,>=1.22.4; python_version < \"3.11\"", - "numpy<2,>=1.23.2; python_version == \"3.11\"", - "numpy<2,>=1.26.0; python_version >= \"3.12\"", "python-dateutil>=2.8.2", "pytz>=2020.1", "tzdata>=2022.1", @@ -1833,7 +1801,6 @@ dependencies = [ "hishel<0.1.0,>=0.0.24", "httpx[socks]<1,>0.20", "importlib-metadata>=3.6; python_version < \"3.10\"", - "importlib-resources>=5; python_version < \"3.9\"", "installer<0.8,>=0.7", "msgpack>=1.0", "packaging!=22.0,>=20.9", @@ -2011,7 +1978,6 @@ groups = ["default"] dependencies = [ "annotated-types>=0.4.0", "pydantic-core==2.20.1", - "typing-extensions>=4.12.2; python_version >= \"3.13\"", "typing-extensions>=4.6.1; python_version < \"3.13\"", ] files = [ @@ -2320,8 +2286,8 @@ files = [ [[package]] name = "rasterio" -version = "1.3.10" -requires_python = ">=3.8" +version = "1.4b2" +requires_python = ">=3.9" summary = "Fast and direct raster I/O for use with Numpy and SciPy" groups = ["default"] dependencies = [ @@ -2333,19 +2299,18 @@ dependencies = [ "cligj>=0.5", "importlib-metadata; python_version < \"3.10\"", "numpy", - "setuptools", - "snuggs>=1.4.1", + "pyparsing", ] files = [ - {file = "rasterio-1.3.10-cp310-cp310-macosx_10_15_x86_64.whl", hash = "sha256:2ef27c3eff6f44f8b5d5de228003367c1843593edf648d85c0dc1319c00dc57d"}, - {file = "rasterio-1.3.10-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c711b497e9ef0c4f5e1c01e34ba910708e066e1c4a69c25df18d1bcc04481287"}, - {file = "rasterio-1.3.10-cp310-cp310-manylinux2014_x86_64.whl", hash = "sha256:d1ac85857144cb8075e332e9d908b65426d30ddc1f59f7a04bcf6ed6fd3c0d47"}, - {file = "rasterio-1.3.10-cp310-cp310-win_amd64.whl", hash = "sha256:ef8a496740df1e68f7a3d3449aa3be9c3210c22f4bb78a4a9e1c290183abd9b1"}, - {file = "rasterio-1.3.10-cp39-cp39-macosx_10_15_x86_64.whl", hash = "sha256:73ea4d0e584f696ef115601bbb97ba8d2b68a67c2bb3b40999414d31b6c7cf89"}, - {file = "rasterio-1.3.10-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:e6eece6420d7d6ef9b9830633b8fcd15e86b8702cb13419abe251c16ca502cf3"}, - {file = "rasterio-1.3.10-cp39-cp39-manylinux2014_x86_64.whl", hash = "sha256:0bbd62b45a35cab53cb7fe72419e823e47ab31ee2d055af8e21dc7f37fe5ed6c"}, - {file = "rasterio-1.3.10-cp39-cp39-win_amd64.whl", hash = "sha256:450f2bd45335308829da90566fbcbdb8e8aa0251a9d1f6ebb60667855dfb7554"}, - {file = "rasterio-1.3.10.tar.gz", hash = "sha256:ce182c735b4f9e8735d90600607ecab15ef895eb8aa660bf665751529477e326"}, + {file = "rasterio-1.4b2-cp310-cp310-macosx_10_15_x86_64.whl", hash = "sha256:5a1f1c3a04ef2e861f271fef1904ac4d0c7e19555b121a723d7b32e3f763526f"}, + {file = "rasterio-1.4b2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0bd5bd625edf80e9cdc6e92abe894a253205dab06ebe9230fc53cd6af81cc8df"}, + {file = "rasterio-1.4b2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f3e5386730d3b103bbfe62c6192dae1eabb297d6e4e715b15da45576735eb4e7"}, + {file = "rasterio-1.4b2-cp310-cp310-win_amd64.whl", hash = "sha256:00d3e2e6afeebb2b06bb4200cc9f261073e4fc2cfb737327c042bd78008c4308"}, + {file = "rasterio-1.4b2-cp39-cp39-macosx_10_15_x86_64.whl", hash = "sha256:9e6e271dcd00286595a7902cb24915ea6e018a10b70099eb706a467401806968"}, + {file = "rasterio-1.4b2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:a3d724d8df95d15699712e6cc12a531d8e0a82da446784ecbe62eb7dc99e1bda"}, + {file = "rasterio-1.4b2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d82f122a881e35a7b9b895485d97b530c364cb9fce37a47d654f3acaf421a8da"}, + {file = "rasterio-1.4b2-cp39-cp39-win_amd64.whl", hash = "sha256:969997e11732593e8b92a8b1cf5e37c50e9bb4ee1e5c7759cd796e29a1df88b9"}, + {file = "rasterio-1.4b2.tar.gz", hash = "sha256:86b97342bd44f53470f6c56b00b247e2163bfcc2e7113152b61394ebe8513f02"}, ] [[package]] @@ -2399,7 +2364,6 @@ groups = ["test"] dependencies = [ "markdown-it-py>=2.2.0", "pygments<3.0.0,>=2.13.0", - "typing-extensions<5.0,>=4.0.0; python_version < \"3.9\"", ] files = [ {file = "rich-13.7.1-py3-none-any.whl", hash = "sha256:4edbae314f59eb482f54e9e30bf00d33350aaa94f4bfcd4e9e3110e64d0d7222"}, @@ -2630,17 +2594,6 @@ files = [ {file = "seaborn-0.13.2.tar.gz", hash = "sha256:93e60a40988f4d65e9f4885df477e2fdaff6b73a9ded434c1ab356dd57eefff7"}, ] -[[package]] -name = "setuptools" -version = "73.0.0" -requires_python = ">=3.8" -summary = "Easily download, build, install, upgrade, and uninstall Python packages" -groups = ["default"] -files = [ - {file = "setuptools-73.0.0-py3-none-any.whl", hash = "sha256:f2bfcce7ae1784d90b04c57c2802e8649e1976530bb25dc72c2b078d3ecf4864"}, - {file = "setuptools-73.0.0.tar.gz", hash = "sha256:3c08705fadfc8c7c445cf4d98078f0fafb9225775b2b4e8447e40348f82597c0"}, -] - [[package]] name = "shapely" version = "2.0.6" @@ -2699,20 +2652,6 @@ files = [ {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"}, ] -[[package]] -name = "snuggs" -version = "1.4.7" -summary = "Snuggs are s-expressions for Numpy" -groups = ["default"] -dependencies = [ - "numpy", - "pyparsing>=2.1.6", -] -files = [ - {file = "snuggs-1.4.7-py3-none-any.whl", hash = "sha256:988dde5d4db88e9d71c99457404773dabcc7a1c45971bfbe81900999942d9f07"}, - {file = "snuggs-1.4.7.tar.gz", hash = "sha256:501cf113fe3892e14e2fee76da5cd0606b7e149c411c271898e6259ebde2617b"}, -] - [[package]] name = "socksio" version = "1.0.0" @@ -2943,7 +2882,6 @@ groups = ["lint", "test"] dependencies = [ "distlib<1,>=0.3.7", "filelock<4,>=3.12.2", - "importlib-metadata>=6.6; python_version < \"3.8\"", "platformdirs<5,>=3.9.1", ] files = [ @@ -3038,16 +2976,13 @@ dependencies = [ "Click>=8.1", "boltons>=20.1", "bottleneck>=1.3.1", - "cf-xarray<0.8.5,>=0.6.1; python_version == \"3.8\"", "cf-xarray>=0.6.1; python_version >= \"3.9\"", "cftime>=1.4.1", "dask[array]>=2.6", - "importlib-resources; python_version == \"3.8\"", "jsonpickle", "lmoments3>=1.0.5", "numba", "numpy>=1.16", - "pandas<2.0,>=0.23; python_version == \"3.8\"", "pandas<2.2,>=0.23; python_version >= \"3.9\"", "pint>=0.10", "pyyaml", @@ -3070,7 +3005,6 @@ groups = ["default"] dependencies = [ "idna>=2.0", "multidict>=4.0", - "typing-extensions>=3.7.4; python_version < \"3.8\"", ] files = [ {file = "yarl-1.9.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a8c1df72eb746f4136fe9a2e72b0c9dc1da1cbd23b5372f94b5820ff8ae30e0e"}, diff --git a/pyproject.toml b/pyproject.toml index cf5a48a..df510bd 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -46,7 +46,7 @@ dependencies = [ "pystac>=1.10.0,<2.0.0", "pystac-client>=0.7.6,<1.0.0", "pymdown-extensions>=10.7.1,<11.0.0", - "rasterio>=1.3.9,<2.0.0", + "rasterio>=1.4b1,<2.0.0", "rioxarray>=0.13.4,<1.0.0", "seaborn>=0.13.2,<1.0.0", "shapely>=2.0.3,<3.0.0", diff --git a/src/hazard/sources/ukcp18.py b/src/hazard/sources/ukcp18.py index 2661593..1360964 100644 --- a/src/hazard/sources/ukcp18.py +++ b/src/hazard/sources/ukcp18.py @@ -6,9 +6,13 @@ from typing import Dict, Generator, List, Optional, Tuple, Union import fsspec +import numpy as np import rasterio +import rasterio.crs +import rasterio.warp import xarray as xr from rasterio import CRS +from rioxarray.rioxarray import affine_to_coords from hazard.protocols import OpenDataset @@ -142,6 +146,50 @@ def _reproject_and_rename_coordinates( reprojected = data_array.rio.reproject(target_crs) return reprojected.rename({to_rename_to_lon: "lon", to_rename_to_lat: "lat"}) + def _process_2_2km_rotated_poles_data( + self, data_array: xr.DataArray + ) -> xr.DataArray: + lon2d = data_array["longitude"].values + lat2d = data_array["latitude"].values + source = data_array.isel(ensemble_member=0).values + wgs84 = rasterio.crs.CRS.from_epsg(4326) + + src_height, src_width = lon2d.shape + dst_transform, dst_width, dst_height = ( + rasterio.warp.calculate_default_transform( + src_crs=wgs84, + dst_crs=wgs84, + width=src_width, + height=src_height, + src_geoloc_array=(lon2d, lat2d), + ) + ) + + destination = np.full((len(source), dst_height, dst_width), np.nan) + + data, transform = rasterio.warp.reproject( + source, + destination=destination, + src_crs=wgs84, + dst_crs=wgs84, + dst_transform=dst_transform, + dst_nodata=np.nan, + src_geoloc_array=np.stack((lon2d, lat2d)), + ) + + coords = affine_to_coords( + transform, width=dst_width, height=dst_height, x_dim="x", y_dim="y" + ) + coords.update(time=data_array["time"].values) + + filtered_attributes = data_array.attrs.copy() + filtered_attributes.pop("grid_mapping", None) + + data_array_reprojected = xr.DataArray( + data, coords=coords, dims=("time", "y", "x"), attrs=filtered_attributes + ) + return data_array_reprojected.rename({"x": "lon", "y": "lat"}) + def _reproject_quantity( self, dataset: xr.Dataset, quantity: str, crs: rasterio.CRS ) -> xr.Dataset: @@ -155,16 +203,8 @@ def _reproject_quantity( prepped_data_array, _WGS84, "x", "y" ) elif self._domain == "uk" and self._resolution == "2.2km": - prepped_data_array = self._prepare_data_array( - dataset[quantity], - crs, - drop_vars=["latitude", "longitude"], - ) - prepped_data_array.rio.set_spatial_dims( - "grid_longitude", "grid_latitude", inplace=True - ) - dataset[quantity] = self._reproject_and_rename_coordinates( - prepped_data_array, _WGS84, "x", "y" + dataset[quantity] = self._process_2_2km_rotated_poles_data( + dataset[quantity] ) elif self._domain == "eur" and self._resolution == "12km": prepped_data_array = self._prepare_data_array(