From 97559c970dd33d22f7d5775992028c5aeb3302b1 Mon Sep 17 00:00:00 2001 From: Ivan Ruiz Manuel <72193617+irm-codebase@users.noreply.github.com> Date: Fri, 17 Apr 2026 22:10:33 -0600 Subject: [PATCH 1/8] Add extra EEZ --- config/usa_example.yaml | 11 ++++ tests/local_test.py | 2 +- workflow/internal/config.schema.yaml | 9 +++ workflow/rules/automatic.smk | 2 + workflow/scripts/_schemas.py | 8 +-- workflow/scripts/download_marine_eez_area.py | 67 ++++++++++++++------ 6 files changed, 73 insertions(+), 26 deletions(-) create mode 100644 config/usa_example.yaml diff --git a/config/usa_example.yaml b/config/usa_example.yaml new file mode 100644 index 0000000..10d59d1 --- /dev/null +++ b/config/usa_example.yaml @@ -0,0 +1,11 @@ +# Example of regional disaggregation of a large country +# USA has multiple marine zones, which can be appended as extras +overture_release: "latest" +crs: + projected: "epsg:3857" + geographic: "epsg:4326" +countries: + "USA": + subtype: "1" + source: "gadm" + extra_eez: [8463, 8453] diff --git a/tests/local_test.py b/tests/local_test.py index a25c04f..7ee4bdf 100644 --- a/tests/local_test.py +++ b/tests/local_test.py @@ -19,7 +19,7 @@ def module_path(): return Path(__file__).parent.parent -@pytest.mark.parametrize("scenario", ["config", "china_example", "europe_example"]) +@pytest.mark.parametrize("scenario", ["config", "china_example", "europe_example", "usa_example"]) def test_config_example(module_path, scenario): """Example files should result in a successful run.""" result_file = "results/shapes.parquet" diff --git a/workflow/internal/config.schema.yaml b/workflow/internal/config.schema.yaml index d9f90fc..d91c3fe 100644 --- a/workflow/internal/config.schema.yaml +++ b/workflow/internal/config.schema.yaml @@ -60,6 +60,15 @@ properties: year: description: "Year for NUTS source (required if source is 'nuts')." type: integer + extra_eez: + description: > + Optional. Additional EEZ zones to append to this country. + anyOf: + - type: integer + - type: array + minItems: 1 + items: + type: integer required: - subtype - source diff --git a/workflow/rules/automatic.smk b/workflow/rules/automatic.smk index c4045df..0265c38 100644 --- a/workflow/rules/automatic.smk +++ b/workflow/rules/automatic.smk @@ -92,6 +92,8 @@ rule download_marine_eez_area: "/{country}/download_marine_eez_area.log", conda: "../envs/shape.yaml" + params: + extra_eez=lambda wc: config["countries"][wc.country].get("extra_eez", []), message: "Download and standardise '{wildcards.country}' EEZ dataset." script: diff --git a/workflow/scripts/_schemas.py b/workflow/scripts/_schemas.py index cc9d7c5..db03e56 100644 --- a/workflow/scripts/_schemas.py +++ b/workflow/scripts/_schemas.py @@ -6,6 +6,9 @@ class ShapesSchema(pa.DataFrameModel): """Schema for geographic shapes.""" + class Config: + coerce = True + strict = True shape_id: Series[str] = pa.Field(unique=True) "A unique identifier for this shape." @@ -24,6 +27,7 @@ class ShapesSchema(pa.DataFrameModel): parent_name: Series[str] "Human-readable name in the parent dataset." + @classmethod @pa.dataframe_parser def fix_geometries(cls, df): """Attempt to correct empty or malformed geometries.""" @@ -38,7 +42,3 @@ def fix_geometries(cls, df): def check_geometries(cls, geom): return (geom is not None) and (not geom.is_empty) and geom.is_valid - class Config: - # top-level schema options from your YAML - coerce = True - strict = True diff --git a/workflow/scripts/download_marine_eez_area.py b/workflow/scripts/download_marine_eez_area.py index e3abedd..ff8abd1 100644 --- a/workflow/scripts/download_marine_eez_area.py +++ b/workflow/scripts/download_marine_eez_area.py @@ -8,6 +8,7 @@ import _schemas import geopandas as gpd +import pandas as pd import requests from matplotlib import pyplot as plt @@ -36,12 +37,10 @@ def _raise_for_geoserver_exception(response: requests.Response) -> None: ) -def get_country_eez_by_iso3( - iso3: str, id_col: str, *, srs_name: str = "EPSG:4326", timeout: int = 180 +def get_eez_by_cql( + cql_filter: str, *, srs_name: str = "EPSG:4326", timeout: int = 180 ) -> gpd.GeoDataFrame | None: - """Fetch EEZ polygons by ISO3 code using WFS + CQL.""" - cql_filter = f"{id_col}='{iso3}'" - + """Fetch EEZ polygons using a raw WFS CQL filter.""" params = { "service": "WFS", "version": WFS_VERSION, @@ -71,10 +70,30 @@ def get_country_eez_by_iso3( if data["features"]: # Let geopandas build the frame, CRS will match request result = gpd.GeoDataFrame.from_features(data["features"], crs=srs_name) + if result.empty: + result = None return result -def transform_to_clio(gdf: gpd.GeoDataFrame, id_col: str) -> gpd.GeoDataFrame: +def get_country_eez_by_iso3( + iso3: str, + *, + id_col: str = "iso_ter1", + srs_name: str = "EPSG:4326", + timeout: int = 180, +) -> gpd.GeoDataFrame | None: + """Fetch EEZ polygons by ISO3 code using WFS + CQL.""" + return get_eez_by_cql(f"{id_col}='{iso3}'", srs_name=srs_name, timeout=timeout) + + +def get_country_eez_by_mrgid( + mrgid: int, *, srs_name: str = "EPSG:4326", timeout: int = 180 +) -> gpd.GeoDataFrame | None: + """Fetch EEZ polygons by Marine Regions ID.""" + return get_eez_by_cql(f"mrgid={mrgid}", srs_name=srs_name, timeout=timeout) + + +def transform_to_clio(gdf: gpd.GeoDataFrame, country_id: str) -> gpd.GeoDataFrame: """Transform the MarineRegions dataset for better clio compatibility. - Removes geopolitically contested areas @@ -82,7 +101,7 @@ def transform_to_clio(gdf: gpd.GeoDataFrame, id_col: str) -> gpd.GeoDataFrame: Args: gdf (gpd.GeoDataFrame): A marine regions geo-dataframe. - id_col (str): Name of the column used for ID fetching. + country_id (str): ISO3 country id from the workflow. Returns: gpd.GeoDataFrame: standardised dataframe. @@ -90,13 +109,10 @@ def transform_to_clio(gdf: gpd.GeoDataFrame, id_col: str) -> gpd.GeoDataFrame: if gdf is not None: standardised = gpd.GeoDataFrame( { - "shape_id": gdf.apply( - lambda x: "_".join( - [str(x[id_col]), "marineregions", str(x["mrgid"])] - ), - axis="columns", + "shape_id": gdf["mrgid"].apply( + lambda mrgid: "_".join([country_id, "marineregions", str(mrgid)]) ), - "country_id": gdf[id_col], + "country_id": country_id, "shape_class": "maritime", "geometry": gdf["geometry"], "parent": "marineregions", @@ -107,11 +123,10 @@ def transform_to_clio(gdf: gpd.GeoDataFrame, id_col: str) -> gpd.GeoDataFrame: ) # Remove cases without territorial ISO code standardised = standardised[~standardised["country_id"].isna()] - # Check that the base columns fit the schema standardised = _schemas.ShapesSchema.validate(standardised) # Extra: identify contested areas and potential attribution conflicts standardised["contested"] = gdf["pol_type"].apply( - lambda x: True if x in ["Joint regime", "Overlapping claim"] else False + lambda x: x in ["Joint regime", "Overlapping claim"] ) else: standardised = gpd.GeoDataFrame( @@ -125,20 +140,30 @@ def plot(gdf: gpd.GeoDataFrame, country: str): fig, ax = plt.subplots(layout="constrained") if gdf.empty: ax.set_title(f"{country!r} has no EEZ") - ax.set_axis_off() else: - gdf.plot("contested", ax=ax, legend=True, legend_kwds={"title": "contested"}) + gdf.plot("contested", ax=ax, legend=True, legend_kwds={"title": "contested", "bbox_to_anchor":(1, 1)}) ax.set_title(f"{country!r}: EEZ") + ax.set_axis_off() return fig, ax def main() -> None: """Main snakemake process.""" iso3 = snakemake.wildcards.country - # Fetch by territory ID rather than sovereign ID. - id_col = "iso_ter1" - gdf = get_country_eez_by_iso3(iso3, id_col) - gdf = transform_to_clio(gdf, id_col) + extra_eez = snakemake.params.extra_eez + if not isinstance(extra_eez, list): + extra_eez = [extra_eez] + + eez_gdfs = [get_country_eez_by_iso3(iso3)] + for mrgid in extra_eez: + extra_gdf = get_country_eez_by_mrgid(int(mrgid)) + if extra_gdf is None: + raise RuntimeError(f"Configured extra_eez {mrgid!r} returned no features") + eez_gdfs.append(extra_gdf) + + combined_gdf = pd.concat([i for i in eez_gdfs if i is not None]) + + gdf = transform_to_clio(combined_gdf, iso3) gdf.to_parquet(snakemake.output.path) fig, _ = plot(gdf, iso3) From 24a97924db4cdf06d5c4d7e0249b9bcb36cc4499 Mon Sep 17 00:00:00 2001 From: Ivan Ruiz Manuel <72193617+irm-codebase@users.noreply.github.com> Date: Sat, 18 Apr 2026 11:26:28 -0600 Subject: [PATCH 2/8] stable nuts country versioning --- config/config.yaml | 1 + workflow/Snakefile | 1 + workflow/rules/_utils.smk | 14 +++++++++ workflow/rules/automatic.smk | 18 +++++------- workflow/rules/build.smk | 4 +-- workflow/scripts/download_marine_eez_area.py | 31 +++++++++++++++----- workflow/scripts/download_nuts.py | 2 +- workflow/scripts/standardise_country_nuts.py | 2 +- 8 files changed, 52 insertions(+), 21 deletions(-) create mode 100644 workflow/rules/_utils.smk diff --git a/config/config.yaml b/config/config.yaml index f4a45bd..b7ceb67 100644 --- a/config/config.yaml +++ b/config/config.yaml @@ -26,3 +26,4 @@ countries: source: "nuts" resolution: 01M year: 2024 + extra_eez: 8364 diff --git a/workflow/Snakefile b/workflow/Snakefile index dfb4785..130ccc1 100644 --- a/workflow/Snakefile +++ b/workflow/Snakefile @@ -26,6 +26,7 @@ with open(workflow.source_path("internal/settings.yaml"), "r") as f: # Add all your includes here. +include: "rules/_utils.smk" include: "rules/automatic.smk" include: "rules/build.smk" diff --git a/workflow/rules/_utils.smk b/workflow/rules/_utils.smk new file mode 100644 index 0000000..fa3ab38 --- /dev/null +++ b/workflow/rules/_utils.smk @@ -0,0 +1,14 @@ +"""Utility functions for snakemake rule handling.""" + +def get_country_filename(country: str): + """Build unique file names to avoid overwriting source files.""" + source = config["countries"][country]["source"] + subtype = config["countries"][country]["subtype"] + + filename = f"{source}_{country}_{subtype}" + if source == "nuts": + resolution = config["countries"][country]["resolution"] + year = config["countries"][country]["year"] + + filename += f"_{year}_{resolution}" + return filename diff --git a/workflow/rules/automatic.smk b/workflow/rules/automatic.smk index 0265c38..f0a6bf0 100644 --- a/workflow/rules/automatic.smk +++ b/workflow/rules/automatic.smk @@ -36,7 +36,7 @@ rule download_country_gadm: rule standardise_country_gadm: input: - raw="/automatic/countries/raw_gadm_{country}_{subtype}.parquet", + raw=rules.download_country_gadm.output.path, output: standardised="/automatic/countries/gadm_{country}_{subtype}.parquet", log: @@ -54,32 +54,30 @@ rule standardise_country_gadm: rule download_nuts: output: - path="/automatic/nuts/nuts_{resolution}_{year}_{level}.parquet", + path="/automatic/nuts/nuts_{subtype}_{resolution}_{year}.parquet", log: - "/download_nuts_{resolution}_{year}_{level}.log", + "/download_nuts_{subtype}_{resolution}_{year}.log", conda: "../envs/shape.yaml" params: epsg=internal["nuts"]["epsg"], message: - "Download '{wildcards.resolution}_{wildcards.year}_{wildcards.level}' from NUTS." + "Download '{wildcards.subtype}_{wildcards.resolution}_{wildcards.year}' from NUTS." script: "../scripts/download_nuts.py" rule standardise_country_nuts: input: - raw=lambda wc: f"/automatic/nuts/nuts_{config["countries"][wc.country]["resolution"]}_{config["countries"][wc.country]["year"]}_{wc.subtype}.parquet", + raw=rules.download_nuts.output.path, output: - path="/automatic/countries/nuts_{country}_{subtype}.parquet", + path="/automatic/countries/nuts_{country}_{subtype}_{year}_{resolution}.parquet", log: - "/{country}/standardise_country_nuts_{subtype}.log", + "/{country}/standardise_country_nuts_{subtype}_{year}_{resolution}.log", conda: "../envs/shape.yaml" - params: - year=lambda wc: config["countries"][wc.country]["year"], message: - "Standardise '{wildcards.country}_{wildcards.subtype}' NUTS dataset." + "Standardise '{wildcards.country}' NUTS dataset for '{wildcards.subtype}_{wildcards.resolution}_{wildcards.year}'." script: "../scripts/standardise_country_nuts.py" diff --git a/workflow/rules/build.smk b/workflow/rules/build.smk index c5dac70..792c46c 100644 --- a/workflow/rules/build.smk +++ b/workflow/rules/build.smk @@ -4,8 +4,8 @@ rule build_combined_area: input: countries=[ - f"/automatic/countries/{data['source']}_{country}_{data['subtype']}.parquet" - for country, data in config["countries"].items() + f"/automatic/countries/{get_country_filename(country)}.parquet" + for country in config["countries"] ], marine=[ f"/automatic/eez/{country}.parquet" diff --git a/workflow/scripts/download_marine_eez_area.py b/workflow/scripts/download_marine_eez_area.py index ff8abd1..519f26e 100644 --- a/workflow/scripts/download_marine_eez_area.py +++ b/workflow/scripts/download_marine_eez_area.py @@ -93,8 +93,10 @@ def get_country_eez_by_mrgid( return get_eez_by_cql(f"mrgid={mrgid}", srs_name=srs_name, timeout=timeout) -def transform_to_clio(gdf: gpd.GeoDataFrame, country_id: str) -> gpd.GeoDataFrame: - """Transform the MarineRegions dataset for better clio compatibility. +def transform_to_schema( + gdf: gpd.GeoDataFrame | None, country_id: str +) -> gpd.GeoDataFrame: + """Transform the MarineRegions dataset for better compatibility. - Removes geopolitically contested areas - Adds common naming conventions. @@ -141,9 +143,17 @@ def plot(gdf: gpd.GeoDataFrame, country: str): if gdf.empty: ax.set_title(f"{country!r} has no EEZ") else: - gdf.plot("contested", ax=ax, legend=True, legend_kwds={"title": "contested", "bbox_to_anchor":(1, 1)}) + gdf.plot( + "contested", + ax=ax, + legend=True, + legend_kwds={ + "title": "contested", + "bbox_to_anchor": (1, 1), + "loc": "upper left", + }, + ) ax.set_title(f"{country!r}: EEZ") - ax.set_axis_off() return fig, ax @@ -154,16 +164,23 @@ def main() -> None: if not isinstance(extra_eez, list): extra_eez = [extra_eez] - eez_gdfs = [get_country_eez_by_iso3(iso3)] + eez_gdfs = [] + + iso3_eez = get_country_eez_by_iso3(iso3) + if iso3_eez is not None: + eez_gdfs.append(iso3_eez) + for mrgid in extra_eez: extra_gdf = get_country_eez_by_mrgid(int(mrgid)) if extra_gdf is None: raise RuntimeError(f"Configured extra_eez {mrgid!r} returned no features") eez_gdfs.append(extra_gdf) - combined_gdf = pd.concat([i for i in eez_gdfs if i is not None]) + combined_gdf = None + if eez_gdfs: + combined_gdf = pd.concat([i for i in eez_gdfs if i is not None]) - gdf = transform_to_clio(combined_gdf, iso3) + gdf = transform_to_schema(combined_gdf, iso3) gdf.to_parquet(snakemake.output.path) fig, _ = plot(gdf, iso3) diff --git a/workflow/scripts/download_nuts.py b/workflow/scripts/download_nuts.py index 249b4e2..938bd52 100644 --- a/workflow/scripts/download_nuts.py +++ b/workflow/scripts/download_nuts.py @@ -24,7 +24,7 @@ def download_nuts_version(year: int, resolution: str, level: str, epsg: str, pat download_nuts_version( year=snakemake.wildcards.year, resolution=snakemake.wildcards.resolution, - level=snakemake.wildcards.level, + level=snakemake.wildcards.subtype, epsg=snakemake.params.epsg, path=snakemake.output.path, ) diff --git a/workflow/scripts/standardise_country_nuts.py b/workflow/scripts/standardise_country_nuts.py index 4107aa4..2f1d049 100644 --- a/workflow/scripts/standardise_country_nuts.py +++ b/workflow/scripts/standardise_country_nuts.py @@ -64,7 +64,7 @@ def standardise_country_nuts( standardise_country_nuts( raw_file=snakemake.input.raw, country_id=snakemake.wildcards.country, - year=snakemake.params.year, + year=snakemake.wildcards.year, subtype=snakemake.wildcards.subtype, output_path=snakemake.output.path, ) From c62d0d1086f433251b4b4602647078475f233a00 Mon Sep 17 00:00:00 2001 From: Ivan Ruiz Manuel <72193617+irm-codebase@users.noreply.github.com> Date: Sat, 18 Apr 2026 13:59:56 -0600 Subject: [PATCH 3/8] process countries individually --- pixi.lock | 211 ++++++------------- workflow/report/build_country.rst | 3 + workflow/rules/automatic.smk | 8 +- workflow/rules/build.smk | 26 ++- workflow/scripts/_schemas.py | 5 + workflow/scripts/build_country.py | 72 +++++++ workflow/scripts/download_marine_eez_area.py | 11 +- 7 files changed, 176 insertions(+), 160 deletions(-) create mode 100644 workflow/report/build_country.rst create mode 100644 workflow/scripts/build_country.py diff --git a/pixi.lock b/pixi.lock index 304222c..17edf2a 100644 --- a/pixi.lock +++ b/pixi.lock @@ -104,14 +104,14 @@ environments: - conda: https://conda.anaconda.org/conda-forge/noarch/jupyter_client-8.7.0-pyhcf101f3_0.conda - 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timestamp: 1757370864284 + size: 265665 + timestamp: 1772476832995 - conda: https://conda.anaconda.org/conda-forge/noarch/zipp-3.23.0-pyhcf101f3_1.conda sha256: b4533f7d9efc976511a73ef7d4a2473406d7f4c750884be8e8620b0ce70f4dae md5: 30cd29cb87d819caead4d55184c1d115 diff --git a/workflow/report/build_country.rst b/workflow/report/build_country.rst new file mode 100644 index 0000000..a1b1615 --- /dev/null +++ b/workflow/report/build_country.rst @@ -0,0 +1,3 @@ +Built combined file for {{ wildcards.country }}. +- Contested EEZ regions are removed. +- Optionally, EEZ regions are broken down using a Voronoi algorithm. diff --git a/workflow/rules/automatic.smk b/workflow/rules/automatic.smk index f0a6bf0..16e0024 100644 --- a/workflow/rules/automatic.smk +++ b/workflow/rules/automatic.smk @@ -6,7 +6,7 @@ Small transformations might be performed to make the data easier to work with. rule download_country_overture: output: - path="/automatic/countries/overture_{country}_{subtype}.parquet", + path="/automatic/land/overture_{country}_{subtype}.parquet", log: "/{country}/download_country_overture_{subtype}.log", conda: @@ -22,7 +22,7 @@ rule download_country_overture: rule download_country_gadm: output: path=temp( - "/automatic/countries/raw_gadm_{country}_{subtype}.parquet" + "/automatic/land/raw_gadm_{country}_{subtype}.parquet" ), log: "/{country}/download_country_gadm_{subtype}.log", @@ -38,7 +38,7 @@ rule standardise_country_gadm: input: raw=rules.download_country_gadm.output.path, output: - standardised="/automatic/countries/gadm_{country}_{subtype}.parquet", + standardised="/automatic/land/gadm_{country}_{subtype}.parquet", log: "/{country}/standardise_country_gadm_{subtype}.log", conda: @@ -71,7 +71,7 @@ rule standardise_country_nuts: input: raw=rules.download_nuts.output.path, output: - path="/automatic/countries/nuts_{country}_{subtype}_{year}_{resolution}.parquet", + path="/automatic/land/nuts_{country}_{subtype}_{year}_{resolution}.parquet", log: "/{country}/standardise_country_nuts_{subtype}_{year}_{resolution}.log", conda: diff --git a/workflow/rules/build.smk b/workflow/rules/build.smk index 792c46c..da88ece 100644 --- a/workflow/rules/build.smk +++ b/workflow/rules/build.smk @@ -1,10 +1,34 @@ """Rules used to construct the final dataset.""" +rule build_country: + input: + land=lambda wc: f"/automatic/land/{get_country_filename(wc.country)}.parquet", + maritime="/automatic/eez/{country}.parquet", + output: + country="/automatic/country/{country}.parquet", + plot=report( + "/automatic/country/{country}.png", + caption="../report/build_country.rst", + category="Module Geo-Boundaries", + subcategory="Combined countries" + ), + log: + "/{country}/build_country.log", + conda: + "../envs/shape.yaml" + params: + crs=config["crs"], + # eez_voronoi=lambda wc: config["countries"][wc.country].get("eez_voronoi", False) + message: + "{wildcards.country}: build combined land and marine polygons." + script: + "../scripts/build_country.py" + rule build_combined_area: input: countries=[ - f"/automatic/countries/{get_country_filename(country)}.parquet" + f"/automatic/land/{get_country_filename(country)}.parquet" for country in config["countries"] ], marine=[ diff --git a/workflow/scripts/_schemas.py b/workflow/scripts/_schemas.py index db03e56..0b9b010 100644 --- a/workflow/scripts/_schemas.py +++ b/workflow/scripts/_schemas.py @@ -42,3 +42,8 @@ def fix_geometries(cls, df): def check_geometries(cls, geom): return (geom is not None) and (not geom.is_empty) and geom.is_valid +class EEZSchema(ShapesSchema): + """Schema for marine shapes.""" + + contested: Series[bool] + """Specifies if the EEZ is contested.""" diff --git a/workflow/scripts/build_country.py b/workflow/scripts/build_country.py new file mode 100644 index 0000000..0842314 --- /dev/null +++ b/workflow/scripts/build_country.py @@ -0,0 +1,72 @@ +"""Combine country shapes and marine regions into one harmonized dataset.""" + +import sys +from typing import TYPE_CHECKING, Any + +import _schemas +import geopandas as gpd +import pandas as pd +from matplotlib import pyplot as plt +from matplotlib.axes import Axes +from matplotlib.figure import Figure +from pyproj import CRS + +if TYPE_CHECKING: + snakemake: Any + + +def combine_shapes( + land: gpd.GeoDataFrame, maritime: gpd.GeoDataFrame, geo_crs: str +) -> gpd.GeoDataFrame: + """Combine land and marine shapes.""" + crs = CRS.from_user_input(geo_crs) + if not crs.is_geographic: + raise ValueError(f"CRS must be geographic. Got {geo_crs!r}.") + + combined = land.copy().to_crs(geo_crs) + if not maritime.empty: + # remove contested zones and clip to give priority to maritime polygons + eez = maritime.copy().to_crs(geo_crs) + eez = eez[eez["contested"].eq(False)].drop(columns="contested") + combined.geometry = combined.geometry.difference(eez.geometry.union_all()) + combined = pd.concat([combined, eez], ignore_index=True) + + # Resolve floating point mismatches that occur during CRS conversion + combined.geometry = combined.geometry.buffer(0) + return combined + + +def plot_combined_area(combined: gpd.GeoDataFrame, crs: str) -> tuple[Figure, Axes]: + """Generate a nice figure of the resulting file.""" + gdf = combined.copy().to_crs(crs) + fig, ax = plt.subplots(figsize=(7, 7), layout="constrained") + ax = gdf.plot(ax=ax, column="shape_class", legend=False) + ax.set(xticks=[], yticks=[], xlabel="", ylabel="") + + return fig, ax + + +def main() -> None: + """Main snakemake process.""" + crs = snakemake.params.crs + country = snakemake.wildcards.country + land = _schemas.ShapesSchema.validate(gpd.read_parquet(snakemake.input.land)) + maritime = _schemas.EEZSchema.validate(gpd.read_parquet(snakemake.input.maritime)) + + country_ids = set(land["country_id"]) | set(maritime["country_id"]) + if set(country_ids) - set([country]): + raise ValueError( + f"Country processing mismatch for {country!r}. Found {country_ids!r}." + ) + + shapes = combine_shapes(land, maritime, crs["geographic"]) + _schemas.ShapesSchema.validate(shapes).to_parquet(snakemake.output.country) + + fig, _ = plot_combined_area(shapes, crs["projected"]) + fig.suptitle(f"{country} shapes") + fig.savefig(snakemake.output.plot, dpi=200, bbox_inches="tight") + + +if __name__ == "__main__": + sys.stderr = open(snakemake.log[0], "w") + main() diff --git a/workflow/scripts/download_marine_eez_area.py b/workflow/scripts/download_marine_eez_area.py index 519f26e..926e781 100644 --- a/workflow/scripts/download_marine_eez_area.py +++ b/workflow/scripts/download_marine_eez_area.py @@ -121,18 +121,17 @@ def transform_to_schema( "parent_subtype": "eez", "parent_id": gdf["mrgid"], "parent_name": gdf["geoname"], + "contested": gdf["pol_type"].apply( + lambda x: x in ["Joint regime", "Overlapping claim"] + ), } ) # Remove cases without territorial ISO code standardised = standardised[~standardised["country_id"].isna()] - standardised = _schemas.ShapesSchema.validate(standardised) - # Extra: identify contested areas and potential attribution conflicts - standardised["contested"] = gdf["pol_type"].apply( - lambda x: x in ["Joint regime", "Overlapping claim"] - ) + standardised = _schemas.EEZSchema.validate(standardised) else: standardised = gpd.GeoDataFrame( - columns=_schemas.ShapesSchema.to_schema().columns + columns=_schemas.EEZSchema.to_schema().columns ) return standardised From 15d162ac88d0d7a3dc997c7fb0b7ccf6e826fc00 Mon Sep 17 00:00:00 2001 From: Ivan Ruiz Manuel <72193617+irm-codebase@users.noreply.github.com> Date: Sun, 19 Apr 2026 12:36:14 -0600 Subject: [PATCH 4/8] add voronoi split --- config/config.yaml | 1 + workflow/internal/config.schema.yaml | 7 +- workflow/rules/build.smk | 2 +- workflow/scripts/build_country.py | 182 ++++++++++++++++++++++++++- 4 files changed, 184 insertions(+), 8 deletions(-) diff --git a/config/config.yaml b/config/config.yaml index b7ceb67..5e933ff 100644 --- a/config/config.yaml +++ b/config/config.yaml @@ -27,3 +27,4 @@ countries: resolution: 01M year: 2024 extra_eez: 8364 + voronoi_eez: True diff --git a/workflow/internal/config.schema.yaml b/workflow/internal/config.schema.yaml index d91c3fe..8edbe7c 100644 --- a/workflow/internal/config.schema.yaml +++ b/workflow/internal/config.schema.yaml @@ -63,12 +63,17 @@ properties: extra_eez: description: > Optional. Additional EEZ zones to append to this country. + default: [] anyOf: - type: integer - type: array - minItems: 1 items: type: integer + voronoi_eez: + description: > + Optional. If true, split EEZ zones to fit land zones using a Voronoi algorithm. + type: boolean + default: false required: - subtype - source diff --git a/workflow/rules/build.smk b/workflow/rules/build.smk index da88ece..eadc85e 100644 --- a/workflow/rules/build.smk +++ b/workflow/rules/build.smk @@ -18,7 +18,7 @@ rule build_country: "../envs/shape.yaml" params: crs=config["crs"], - # eez_voronoi=lambda wc: config["countries"][wc.country].get("eez_voronoi", False) + voronoi=lambda wc: config["countries"][wc.country].get("voronoi_eez", False) message: "{wildcards.country}: build combined land and marine polygons." script: diff --git a/workflow/scripts/build_country.py b/workflow/scripts/build_country.py index 0842314..7fc2a04 100644 --- a/workflow/scripts/build_country.py +++ b/workflow/scripts/build_country.py @@ -1,6 +1,8 @@ """Combine country shapes and marine regions into one harmonized dataset.""" +import math import sys +from collections.abc import Iterator from typing import TYPE_CHECKING, Any import _schemas @@ -10,19 +12,176 @@ from matplotlib.axes import Axes from matplotlib.figure import Figure from pyproj import CRS +from shapely import voronoi_polygons +from shapely.geometry import ( + GeometryCollection, + LineString, + MultiLineString, + MultiPoint, + Point, +) +from shapely.geometry.base import BaseGeometry if TYPE_CHECKING: snakemake: Any +ROUND_DECIMALS: int = 3 + + +def _iter_lines(geom: BaseGeometry) -> Iterator[LineString]: + if geom.is_empty: + return + if isinstance(geom, LineString): + yield geom + return + if isinstance(geom, MultiLineString): + yield from geom.geoms + return + if isinstance(geom, GeometryCollection): + for part in geom.geoms: + yield from _iter_lines(part) + + +def _sample_line_midpoints(line: LineString, spacing: float) -> list[Point]: + if line.length == 0: + return [] + n = max(1, math.ceil(line.length / spacing)) + return [line.interpolate((i + 0.5) * line.length / n) for i in range(n)] + + +def _split_one_maritime( + maritime_row, + land: gpd.GeoDataFrame, + *, + crs: int | str, + sample_spacing: float, + coverage_area_tolerance: float, +) -> gpd.GeoDataFrame: + if land.empty: + raise ValueError( + f"No land shapes found for country_id={maritime_row.country_id!r}." + ) + + # Sample through the shoreline + boundary = maritime_row.geometry.boundary + candidate_land = land.iloc[land.sindex.query(boundary, predicate="intersects")] + + seeds: list[dict[str, object]] = [] + for land_row in candidate_land.itertuples(index=False): + shoreline = land_row.geometry.boundary.intersection(boundary) + + for line in _iter_lines(shoreline): + for point in _sample_line_midpoints(line, sample_spacing): + seeds.append( + {"assigned_shape_id": land_row.shape_id, "geometry": point} + ) + if not seeds: + raise ValueError( + f"No touching shoreline regions found for maritime shape {maritime_row.shape_id!r}." + ) + seed_gdf = gpd.GeoDataFrame(seeds, geometry="geometry", crs=crs) + + # Drop seeds too close to each other + xy = seed_gdf.geometry.map( + lambda p: (round(p.x, ROUND_DECIMALS), round(p.y, ROUND_DECIMALS)) + ) + seed_gdf = seed_gdf.loc[~xy.duplicated()].reset_index(drop=True) + + base_row = maritime_row._asdict() + assigned_ids = seed_gdf["assigned_shape_id"].unique() + if len(assigned_ids) == 1: + # Nothing to do + pieces = gpd.GeoDataFrame([base_row.copy()], geometry="geometry", crs=crs) + else: + # Run Voronoi + cells = gpd.GeoDataFrame( + geometry=list( + voronoi_polygons( + MultiPoint(list(seed_gdf.geometry)), + extend_to=maritime_row.geometry.envelope.buffer(sample_spacing * 2), + ).geoms + ), + crs=crs, + ) + # Identify where each voronoi cell belongs + cells = gpd.sjoin( + cells, + seed_gdf[["assigned_shape_id", "geometry"]], + how="left", + predicate="contains", + ).drop_duplicates() + if cells["assigned_shape_id"].isna().any(): + raise RuntimeError( + f"Could not assign every Voronoi cell for maritime shape {maritime_row.shape_id!r}." + ) + + # Keep only cells on the maritime area and test for completeness + cells["geometry"] = cells.geometry.intersection(maritime_row.geometry) + cells = cells.loc[~cells.geometry.is_empty & (cells.geometry.area > 0)] + pieces = ( + cells[["assigned_shape_id", "geometry"]] + .dissolve(by="assigned_shape_id", as_index=False) + .rename(columns={"assigned_shape_id": "_assigned_shape_id"}) + ) + uncovered_area = maritime_row.geometry.difference( + pieces.geometry.union_all() + ).area + if uncovered_area > coverage_area_tolerance: + raise RuntimeError( + f"Voronoi split did not fully cover maritime shape {maritime_row.shape_id!r}. " + f"Uncovered area: {uncovered_area}" + ) + + # Re-apply row values, keeping the new geometry and a new id + piece_rows = [] + for assigned_id, geometry in zip( + pieces["_assigned_shape_id"], pieces.geometry, strict=True + ): + piece = base_row.copy() + piece["shape_id"] = f"{maritime_row.shape_id}_to_{assigned_id}" + piece["geometry"] = geometry + piece_rows.append(piece) + pieces = gpd.GeoDataFrame(piece_rows, geometry="geometry", crs=crs) + + return pieces + + +def split_maritime_by_shoreline_voronoi( + shapes: gpd.GeoDataFrame, + *, + crs: dict[str, str], + sample_spacing: float = 10_000.0, + coverage_area_tolerance: float = 1.0, +) -> gpd.GeoDataFrame: + """Split EEZ zones to fit shoreline land regions.""" + shapes = shapes.copy().to_crs(crs["projected"]) + + land = shapes.loc[shapes["shape_class"].eq("land")] + maritime = shapes.loc[shapes["shape_class"].eq("maritime")] + + if maritime.empty: + return ValueError("Requested voronoi without maritime shapes.") + + split_maritime = [ + _split_one_maritime( + maritime_row, + land.loc[land["country_id"].eq(maritime_row.country_id)], + sample_spacing=sample_spacing, + coverage_area_tolerance=coverage_area_tolerance, + crs=shapes.crs, + ) + for maritime_row in maritime.itertuples(index=False) + ] + + result = pd.concat([land, *split_maritime], ignore_index=True) + + return result.to_crs(crs["geographic"]) + def combine_shapes( land: gpd.GeoDataFrame, maritime: gpd.GeoDataFrame, geo_crs: str ) -> gpd.GeoDataFrame: """Combine land and marine shapes.""" - crs = CRS.from_user_input(geo_crs) - if not crs.is_geographic: - raise ValueError(f"CRS must be geographic. Got {geo_crs!r}.") - combined = land.copy().to_crs(geo_crs) if not maritime.empty: # remove contested zones and clip to give priority to maritime polygons @@ -39,7 +198,8 @@ def combine_shapes( def plot_combined_area(combined: gpd.GeoDataFrame, crs: str) -> tuple[Figure, Axes]: """Generate a nice figure of the resulting file.""" gdf = combined.copy().to_crs(crs) - fig, ax = plt.subplots(figsize=(7, 7), layout="constrained") + fig, ax = plt.subplots(layout="constrained") + gdf.boundary.plot(ax=ax, color="black", lw=0.5) ax = gdf.plot(ax=ax, column="shape_class", legend=False) ax.set(xticks=[], yticks=[], xlabel="", ylabel="") @@ -49,6 +209,11 @@ def plot_combined_area(combined: gpd.GeoDataFrame, crs: str) -> tuple[Figure, Ax def main() -> None: """Main snakemake process.""" crs = snakemake.params.crs + if not CRS.from_user_input(crs["projected"]).is_projected: + raise ValueError(f"CRS must be projected. Got {crs['projected']!r}.") + if not CRS.from_user_input(crs["geographic"]).is_geographic: + raise ValueError(f"CRS must be geographic. Got {crs['geographic']!r}.") + country = snakemake.wildcards.country land = _schemas.ShapesSchema.validate(gpd.read_parquet(snakemake.input.land)) maritime = _schemas.EEZSchema.validate(gpd.read_parquet(snakemake.input.maritime)) @@ -60,7 +225,12 @@ def main() -> None: ) shapes = combine_shapes(land, maritime, crs["geographic"]) - _schemas.ShapesSchema.validate(shapes).to_parquet(snakemake.output.country) + shapes = _schemas.ShapesSchema.validate(shapes) + + if not maritime.empty and snakemake.params.voronoi: + shapes = split_maritime_by_shoreline_voronoi(shapes, crs=crs) + shapes = _schemas.ShapesSchema.validate(shapes) + shapes.to_parquet(snakemake.output.country) fig, _ = plot_combined_area(shapes, crs["projected"]) fig.suptitle(f"{country} shapes") From d20fc3ccc5d9d3e116d9c817b4cf7dc44b6016de Mon Sep 17 00:00:00 2001 From: Ivan Ruiz Manuel <72193617+irm-codebase@users.noreply.github.com> Date: Sun, 19 Apr 2026 14:21:47 -0600 Subject: [PATCH 5/8] add voronoi defaults to the configuration --- config/config.yaml | 4 ++- config/usa_example.yaml | 3 +++ workflow/internal/config.schema.yaml | 39 +++++++++++++++++++--------- workflow/internal/settings.yaml | 3 +++ workflow/rules/build.smk | 2 +- workflow/scripts/build_country.py | 7 +++-- 6 files changed, 42 insertions(+), 16 deletions(-) diff --git a/config/config.yaml b/config/config.yaml index 5e933ff..0d67e1d 100644 --- a/config/config.yaml +++ b/config/config.yaml @@ -1,5 +1,8 @@ # A minimal example of how to configure this module overture_release: "latest" +voronoi_eez: + enabled: True + sample_spacing: 10000 # sample every 10 km crs: projected: "epsg:3857" geographic: "epsg:4326" @@ -27,4 +30,3 @@ countries: resolution: 01M year: 2024 extra_eez: 8364 - voronoi_eez: True diff --git a/config/usa_example.yaml b/config/usa_example.yaml index 10d59d1..1510184 100644 --- a/config/usa_example.yaml +++ b/config/usa_example.yaml @@ -1,6 +1,9 @@ # Example of regional disaggregation of a large country # USA has multiple marine zones, which can be appended as extras overture_release: "latest" +voronoi_eez: + enabled: True + sample_spacing: 10000 # sample every 10 km crs: projected: "epsg:3857" geographic: "epsg:4326" diff --git a/workflow/internal/config.schema.yaml b/workflow/internal/config.schema.yaml index 8edbe7c..c317e60 100644 --- a/workflow/internal/config.schema.yaml +++ b/workflow/internal/config.schema.yaml @@ -12,13 +12,6 @@ $defs: description: "Schema for user-provided configuration files." type: object properties: - overture_release: - description: | - Overture data release to use. Two options are possible: - - A specific release string in the form of 'yyyy-mm-dd.x'. - - A request for the latest release in the form of 'latest'. - type: string - pattern: "^(?:latest|(?:\\d{4})-(?:0[1-9]|1[0-2])-(?:0[1-9]|[12]\\d|3[01])\\.\\d+)$" crs: description: CRS codes (i.e., 'epsg:3035', 'EPSG:4326', 8857). type: object @@ -69,11 +62,6 @@ properties: - type: array items: type: integer - voronoi_eez: - description: > - Optional. If true, split EEZ zones to fit land zones using a Voronoi algorithm. - type: boolean - default: false required: - subtype - source @@ -94,6 +82,33 @@ properties: - year minProperties: 1 additionalProperties: false + overture_release: + description: | + Overture data release to use. Two options are possible: + - A specific release string in the form of 'yyyy-mm-dd.x'. + - A request for the latest release in the form of 'latest'. + type: string + pattern: "^(?:latest|(?:\\d{4})-(?:0[1-9]|1[0-2])-(?:0[1-9]|[12]\\d|3[01])\\.\\d+)$" + voronoi_eez: + description: > + Optional configuration for the Voronoi EEZ splitting algorithm. + type: object + required: + - enabled + - sample_spacing + properties: + enabled: + description: Activation of the splitting algorithm. + type: boolean + default: false + sample_spacing: + description: > + Distance between sample points for shorelines. + Higher for finer splits at the cost of slower processing. + Matches the unit of the projected CRS. + type: integer + default: 10000 + minimum: 1 required: - countries - crs diff --git a/workflow/internal/settings.yaml b/workflow/internal/settings.yaml index da3cf3c..44f62ef 100644 --- a/workflow/internal/settings.yaml +++ b/workflow/internal/settings.yaml @@ -1,3 +1,6 @@ # Module settings that users cannot modify. nuts: epsg: 3035 # will be converted later to the user-requested epsg +voronoi_eez: # defaults for Voronoi EEZ splitting + enabled: false + sample_spacing: 10000 diff --git a/workflow/rules/build.smk b/workflow/rules/build.smk index eadc85e..9c820eb 100644 --- a/workflow/rules/build.smk +++ b/workflow/rules/build.smk @@ -18,7 +18,7 @@ rule build_country: "../envs/shape.yaml" params: crs=config["crs"], - voronoi=lambda wc: config["countries"][wc.country].get("voronoi_eez", False) + voronoi=internal["voronoi_eez"] | config.get("voronoi_eez", {}) message: "{wildcards.country}: build combined land and marine polygons." script: diff --git a/workflow/scripts/build_country.py b/workflow/scripts/build_country.py index 7fc2a04..abeeb5d 100644 --- a/workflow/scripts/build_country.py +++ b/workflow/scripts/build_country.py @@ -227,8 +227,11 @@ def main() -> None: shapes = combine_shapes(land, maritime, crs["geographic"]) shapes = _schemas.ShapesSchema.validate(shapes) - if not maritime.empty and snakemake.params.voronoi: - shapes = split_maritime_by_shoreline_voronoi(shapes, crs=crs) + voronoi = snakemake.params.voronoi + if not maritime.empty and voronoi["enabled"]: + shapes = split_maritime_by_shoreline_voronoi( + shapes, crs=crs, sample_spacing=voronoi["sample_spacing"] + ) shapes = _schemas.ShapesSchema.validate(shapes) shapes.to_parquet(snakemake.output.country) From 64de03122fc3e378c7c7b31706a9439b23929a0d Mon Sep 17 00:00:00 2001 From: Ivan Ruiz Manuel <72193617+irm-codebase@users.noreply.github.com> Date: Sun, 19 Apr 2026 18:07:06 -0600 Subject: [PATCH 6/8] Faster combined area de-overlapping --- workflow/Snakefile | 1 + .../{results.rst => build_combined_area.rst} | 0 workflow/report/build_country.rst | 2 +- workflow/rules/build.smk | 11 +- workflow/scripts/_schemas.py | 1 - workflow/scripts/_utils.py | 27 +++ workflow/scripts/build_combined_area.py | 174 ++++++------------ workflow/scripts/build_country.py | 31 +--- 8 files changed, 97 insertions(+), 150 deletions(-) rename workflow/report/{results.rst => build_combined_area.rst} (100%) create mode 100644 workflow/scripts/_utils.py diff --git a/workflow/Snakefile b/workflow/Snakefile index 130ccc1..2493883 100644 --- a/workflow/Snakefile +++ b/workflow/Snakefile @@ -33,6 +33,7 @@ include: "rules/build.smk" # Add all files to be delivered alongside the workflow here workflow.source_path("scripts/_schemas.py") +workflow.source_path("scripts/_utils.py") rule all: diff --git a/workflow/report/results.rst b/workflow/report/build_combined_area.rst similarity index 100% rename from workflow/report/results.rst rename to workflow/report/build_combined_area.rst diff --git a/workflow/report/build_country.rst b/workflow/report/build_country.rst index a1b1615..6fbf999 100644 --- a/workflow/report/build_country.rst +++ b/workflow/report/build_country.rst @@ -1,3 +1,3 @@ -Built combined file for {{ wildcards.country }}. +Built combined file for {{ snakemake.wildcards.country }}. - Contested EEZ regions are removed. - Optionally, EEZ regions are broken down using a Voronoi algorithm. diff --git a/workflow/rules/build.smk b/workflow/rules/build.smk index 9c820eb..338e11a 100644 --- a/workflow/rules/build.smk +++ b/workflow/rules/build.smk @@ -28,19 +28,16 @@ rule build_country: rule build_combined_area: input: countries=[ - f"/automatic/land/{get_country_filename(country)}.parquet" - for country in config["countries"] - ], - marine=[ - f"/automatic/eez/{country}.parquet" + f"/automatic/country/{country}.parquet" for country in config["countries"] ], output: combined="", plot=report( "/shapes.png", - caption="../report/results.rst", - category="Combined area", + caption="../report/build_combined_area.rst", + category="Module Geo-Boundaries", + subcategory="Combined area", ), log: "/build_combined_area.log", diff --git a/workflow/scripts/_schemas.py b/workflow/scripts/_schemas.py index 0b9b010..b3197fd 100644 --- a/workflow/scripts/_schemas.py +++ b/workflow/scripts/_schemas.py @@ -27,7 +27,6 @@ class Config: parent_name: Series[str] "Human-readable name in the parent dataset." - @classmethod @pa.dataframe_parser def fix_geometries(cls, df): """Attempt to correct empty or malformed geometries.""" diff --git a/workflow/scripts/_utils.py b/workflow/scripts/_utils.py new file mode 100644 index 0000000..829b32f --- /dev/null +++ b/workflow/scripts/_utils.py @@ -0,0 +1,27 @@ +"""Reusable utility functions.""" + +import geopandas as gpd +from matplotlib import pyplot as plt +from matplotlib.axes import Axes +from matplotlib.figure import Figure +from pyproj import CRS + + +def check_crs_config(crs: dict[str, int | str])-> dict[str, CRS]: + """Check the crs configuration settings.""" + result = {k: CRS.from_user_input(v) for k, v in crs.items()} + if not result["projected"].is_projected: + raise ValueError(f"CRS must be projected. Got {crs['projected']!r}.") + if not result["geographic"].is_geographic: + raise ValueError(f"CRS must be geographic. Got {crs['geographic']!r}.") + return result + + +def plot_shapes(shapes: gpd.GeoDataFrame, crs: str | int | CRS) -> tuple[Figure, Axes]: + """Generate a nice figure of dataframes that fit the module's schema.""" + gdf = shapes.copy().to_crs(crs) + fig, ax = plt.subplots(layout="constrained") + gdf.boundary.plot(ax=ax, color="black", lw=0.5) + ax = gdf.plot(ax=ax, column="shape_class", legend=False) + ax.set(xticks=[], yticks=[], xlabel="", ylabel="") + return fig, ax diff --git a/workflow/scripts/build_combined_area.py b/workflow/scripts/build_combined_area.py index 05a7a50..c3b8d51 100644 --- a/workflow/scripts/build_combined_area.py +++ b/workflow/scripts/build_combined_area.py @@ -1,151 +1,89 @@ """Combine country shapes and marine regions into one harmonized dataset.""" import sys +from collections import defaultdict from typing import TYPE_CHECKING, Any import _schemas +import _utils import geopandas as gpd -import matplotlib.pyplot as plt import pandas as pd +import shapely from pyproj import CRS if TYPE_CHECKING: snakemake: Any -def plot_combined_area(combined_file: str, path: str, crs: str): - """Generate a nice figure of the resulting file.""" - gdf = gpd.read_parquet(combined_file).to_crs(crs) - fig, ax = plt.subplots(figsize=(7, 7), layout="constrained") - ax = gdf.plot(ax=ax, column="shape_class", legend=False) - ax.set(xticks=[], yticks=[], xlabel="", ylabel="") - ax.set_title("Combined regions") - fig.savefig(path, dpi=200, bbox_inches="tight") +def remove_overlaps(gdf: gpd.GeoDataFrame, crs: dict[str, CRS]) -> gpd.GeoDataFrame: + """Remove overlaps deterministically by keeping earlier rows and clipping later rows. + The first row wins. Any area shared with an earlier kept geometry is removed + from the later geometry. + """ + projected = gdf.to_crs(crs["projected"]).copy() -def _remove_overlaps(gdf: gpd.GeoDataFrame, projected_crs: str) -> gpd.GeoDataFrame: - """Remove overlaps between regional shapes and clip shapes using neighbors. + left_idx, right_idx = projected.sindex.query( + projected.geometry, predicate="intersects" + ) - Args: - gdf (gpd.GeoDataFrame): dataframe with regional shapes. - projected_crs (str): CRS to use. Must be projected. + overlaps_by_right: dict[int, list[int]] = defaultdict(list) + for left, right in zip(left_idx, right_idx, strict=True): + if left >= right: + continue + overlaps_by_right[right].append(left) - Returns: - gpd.GeoDataFrame: dataframe in the projected CRS. - """ - # Buffering requires a projected CRS - assert CRS(projected_crs).is_projected - projected = gdf.to_crs(projected_crs) + geoms = projected.geometry.to_list() + for right in range(len(geoms)): + geom = geoms[right] + if geom is None or geom.is_empty: + continue - # A buffer of 0 resolves floating point mismatches that occur during geospatial operations - buffered = projected.buffer(0) + cutters = [ + geoms[left] + for left in overlaps_by_right.get(right, []) + if geoms[left] is not None + and not geoms[left].is_empty + and geom.intersects(geoms[left]) + ] + if not cutters: + continue - for index, row in projected.iterrows(): - minx, miny, maxx, maxy = row.geometry.bounds + geom = geom.difference(shapely.unary_union(cutters)) + if geom is not None and not geom.is_empty and not geom.is_valid: + geom = shapely.make_valid(geom) - # Find neighbouring regions and only use those for the calculation - neighbours = buffered.cx[minx:maxx, miny:maxy] - neighbours = neighbours[neighbours.index != index] - new_geometry = row["geometry"].difference(neighbours.union_all()) + geoms[right] = geom - if not new_geometry.is_valid: - new_geometry = new_geometry.buffer(0) - assert new_geometry.is_valid, "Invalid bowties could not be corrected." - assert new_geometry is not None - projected.loc[index, "geometry"] = new_geometry - return projected + projected["geometry"] = geoms + projected = projected.loc[projected.geometry.notna() & ~projected.geometry.is_empty] + result = projected.to_crs(crs["geographic"]) + result.geometry = result.geometry.buffer(0) -def _combine_shapes( - country_files: list[str], eez: gpd.GeoDataFrame, geographic_crs: str -) -> gpd.GeoDataFrame: - """Merge all countries and maritime boundaries into one file. + return result - Args: - country_files (list[str]): List of standardised country files to combine. - eez (gpd.GeoDataFrame): Standardised EEZ shapes. - geographic_crs (str): CRS to use. Must be geographic. - Raises: - ValueError: Country file is not a unique country. +def main() -> None: + """Main snakemake process.""" + crs = _utils.check_crs_config(snakemake.params.crs) - Returns: - gpd.GeoDataFrame: Combined dataframe using the given CRS. - """ - assert CRS(geographic_crs).is_geographic - - frames = [] - if not eez.empty: - eez = eez.to_crs(geographic_crs) - # No contested or ambiguous EEZs - eez = eez[eez["contested"].eq(False)].drop(columns="contested") - - # Combine land and marine boundary for each country - for file in country_files: - # Fetch the country file and ensure crs is compatible - country_land = gpd.read_parquet(file).to_crs(geographic_crs) - country_id = country_land["country_id"].unique() - if len(country_id) != 1: - raise ValueError( - f"Country file {file} should be a single country. Found {country_id}." - ) - country_id = country_id[0] - - country_marine = eez[eez["country_id"] == country_id] - if not country_marine.empty: - marine_geom = country_marine.geometry.union_all() - # clip land with maritime boundaries - country_land = country_land.copy() - country_land.geometry = country_land.geometry.difference(marine_geom) - - # only add uncontested maritime boundaries - frames.extend([country_land, country_marine]) - else: - frames.append(country_land) - - combined = gpd.GeoDataFrame( - pd.concat(frames, ignore_index=True), crs=geographic_crs + country_list = [ + gpd.read_parquet(i).to_crs(crs["geographic"]) for i in snakemake.input.countries + ] + combined = _schemas.ShapesSchema.validate( + pd.concat(country_list, ignore_index=True) ) - return combined - - -def _combine_eez(eez_files: list[str]) -> gpd.GeoDataFrame: - """Merge all eez files into a big dataset to be processed further.""" - frames: list[gpd.GeoDataFrame] = [] - for path in eez_files: - gdf = gpd.read_parquet(path) - frames.append(gdf) - return pd.concat(frames, axis="rows", ignore_index=True) - - -def build_combined_area( - country_files: list[str], - marine_files: list[str], - crs: dict[str, str], - combined_file: str, -) -> None: - """Create a single file with the requested geographical scope.""" - eezs = _combine_eez(marine_files) - combined = _combine_shapes(country_files, eezs, crs["geographic"]) - combined = _remove_overlaps(combined, crs["projected"]) - - combined = combined.to_crs(crs["geographic"]) - # A buffer of 0 resolves floating point mismatches that occur during CRS conversion - combined["geometry"] = combined.buffer(0) + + combined = remove_overlaps(combined, crs) combined = _schemas.ShapesSchema.validate(combined) - combined.reset_index(drop=True).to_parquet(combined_file) + combined.to_parquet(snakemake.output.combined) + + fig, _ = _utils.plot_shapes(combined, crs["projected"]) + fig.suptitle("Combined shapes") + fig.savefig(snakemake.output.plot, dpi=200, bbox_inches="tight") if __name__ == "__main__": sys.stderr = open(snakemake.log[0], "w") - build_combined_area( - country_files=snakemake.input.countries, - marine_files=snakemake.input.marine, - crs=snakemake.params.crs, - combined_file=snakemake.output.combined, - ) - plot_combined_area( - combined_file=snakemake.output.combined, - path=snakemake.output.plot, - crs=snakemake.params.crs["projected"], - ) + main() diff --git a/workflow/scripts/build_country.py b/workflow/scripts/build_country.py index abeeb5d..c362a61 100644 --- a/workflow/scripts/build_country.py +++ b/workflow/scripts/build_country.py @@ -6,11 +6,9 @@ from typing import TYPE_CHECKING, Any import _schemas +import _utils import geopandas as gpd import pandas as pd -from matplotlib import pyplot as plt -from matplotlib.axes import Axes -from matplotlib.figure import Figure from pyproj import CRS from shapely import voronoi_polygons from shapely.geometry import ( @@ -149,7 +147,7 @@ def _split_one_maritime( def split_maritime_by_shoreline_voronoi( shapes: gpd.GeoDataFrame, *, - crs: dict[str, str], + crs: dict[str, CRS], sample_spacing: float = 10_000.0, coverage_area_tolerance: float = 1.0, ) -> gpd.GeoDataFrame: @@ -174,12 +172,13 @@ def split_maritime_by_shoreline_voronoi( ] result = pd.concat([land, *split_maritime], ignore_index=True) - - return result.to_crs(crs["geographic"]) + result = result.to_crs(crs["geographic"]) + result.geometry = result.geometry.buffer(0) + return result def combine_shapes( - land: gpd.GeoDataFrame, maritime: gpd.GeoDataFrame, geo_crs: str + land: gpd.GeoDataFrame, maritime: gpd.GeoDataFrame, geo_crs: CRS ) -> gpd.GeoDataFrame: """Combine land and marine shapes.""" combined = land.copy().to_crs(geo_crs) @@ -195,24 +194,10 @@ def combine_shapes( return combined -def plot_combined_area(combined: gpd.GeoDataFrame, crs: str) -> tuple[Figure, Axes]: - """Generate a nice figure of the resulting file.""" - gdf = combined.copy().to_crs(crs) - fig, ax = plt.subplots(layout="constrained") - gdf.boundary.plot(ax=ax, color="black", lw=0.5) - ax = gdf.plot(ax=ax, column="shape_class", legend=False) - ax.set(xticks=[], yticks=[], xlabel="", ylabel="") - - return fig, ax - def main() -> None: """Main snakemake process.""" - crs = snakemake.params.crs - if not CRS.from_user_input(crs["projected"]).is_projected: - raise ValueError(f"CRS must be projected. Got {crs['projected']!r}.") - if not CRS.from_user_input(crs["geographic"]).is_geographic: - raise ValueError(f"CRS must be geographic. Got {crs['geographic']!r}.") + crs = _utils.check_crs_config(snakemake.params.crs) country = snakemake.wildcards.country land = _schemas.ShapesSchema.validate(gpd.read_parquet(snakemake.input.land)) @@ -235,7 +220,7 @@ def main() -> None: shapes = _schemas.ShapesSchema.validate(shapes) shapes.to_parquet(snakemake.output.country) - fig, _ = plot_combined_area(shapes, crs["projected"]) + fig, _ = _utils.plot_shapes(shapes, crs["projected"]) fig.suptitle(f"{country} shapes") fig.savefig(snakemake.output.plot, dpi=200, bbox_inches="tight") From b2d4c57ed174c065c83ebe2d85ecf094aaf75b12 Mon Sep 17 00:00:00 2001 From: Ivan Ruiz Manuel <72193617+irm-codebase@users.noreply.github.com> Date: Sun, 19 Apr 2026 18:34:11 -0600 Subject: [PATCH 7/8] update README and integration test --- .github/workflows/pr-ci.yml | 2 +- README.md | 7 ++++--- config/europe_example.yaml | 3 +++ figures/rulegraph.png | Bin 25753 -> 31209 bytes figures/shapes.png | Bin 290929 -> 290671 bytes 5 files changed, 8 insertions(+), 4 deletions(-) diff --git a/.github/workflows/pr-ci.yml b/.github/workflows/pr-ci.yml index 728b9c5..8360155 100644 --- a/.github/workflows/pr-ci.yml +++ b/.github/workflows/pr-ci.yml @@ -33,7 +33,7 @@ jobs: uses: actions/upload-artifact@v4 with: name: integration-test-logs-${{ matrix.os }} - path: tests/integration/results/integration_test/logs + path: tests/integration/resources/geo_boundaries/logs if-no-files-found: ignore retention-days: 30 - name: Fail if integration or linting failed diff --git a/README.md b/README.md index 05d3844..832f249 100644 --- a/README.md +++ b/README.md @@ -30,9 +30,10 @@ Data processing steps: - Country area data: [GADM](https://gadm.org/), [Overture Maps](https://overturemaps.org/) and [NUTS](https://ec.europa.eu/eurostat/web/gisco/geodata/statistical-units/territorial-units-statistics) divisions are supported. - Exclusive Economic Zone (EEZ) data: [Marine regions](https://www.marineregions.org/). 2. Individual country files are downloaded and harmonised to fit a standardised schema. -Contested regions are removed at this stage. -3. Land is clipped using maritime Exclusive Economic Zones (EEZ). -4. Each polygon is clipped using its neighbours to minimise overlapping polygons. + - Contested regions are removed at this stage. + - Land is clipped using maritime Exclusive Economic Zones (EEZ). + - Optionally, a Voronoi algorithm is run to separate EEZ areas to fit subnational regions. +3. Each country file is combined and then clipped using its neighbours to minimise overlapping polygons. > [!TIP] > The `subtype` naming matches that of the source database. For example, NUTS uses 0, 1, 2 and 3 (NUTS0, NUTS1, NUTS2, etc.). diff --git a/config/europe_example.yaml b/config/europe_example.yaml index f91a7ea..10ce4d8 100644 --- a/config/europe_example.yaml +++ b/config/europe_example.yaml @@ -1,5 +1,8 @@ # A minimal example of how to configure this module overture_release: "latest" +voronoi_eez: + enabled: True + sample_spacing: 10000 crs: projected: "epsg:3035" geographic: "epsg:4326" diff --git a/figures/rulegraph.png b/figures/rulegraph.png index 349d38fb0e294a9bd080929073a95f2229756c51..98b1249d20ba7172bc9fccc04bd9998fb1a2298d 100644 GIT binary patch literal 31209 zcmeFZg;$na^zZx7-3`(zh_rM|D=Hw}2-4kMlG2E@fJk?Dx0G}@NOvQ7*1Lb_j5Ed^ z2dDz$=)?Y0+xQ25ei=)y8;EJQ}WL-yM`+_fE z-#z(CE(Lp$HX!;##Q*(rDE}EgH@k2sQ|V6yFEXQK=DZ7>pS-GHI3(mg%Lt%}$U_V* z7}|jk(Q*x)Y66HNtp2nsXq1%Xv;pcWy2b5CPE?#s7QpPWby(x8ui zsO<(W=P|CI5-p&HFySYZ#I#wItK3^+819+mwQpOyDZA~qF$*@|#z!N6MdWmJhLt9f=)`D?a$wbl~KDpOd!2R=e0bd38aF0e_Cic{^!s$qK&!skm&)G;;(Ua?q1* 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z%vA{W!^SrN6TD-bu)ze57>GQH@TCRtv4p0DX+|!JVM-0(t)Qs$e+s{$9`(N&BL3g> zh?xZ1=;&zCX7A-z-x&`r)T^N>!t>nsl$~ZJ@hRP0TyBw9gz7r%+8`{{vDW8~vrsbL zp}xDZYM=@MMe9VdjL$)uYytwLZVN8z9$sfV6On^MT1uR#!)UobEA#mlNeriob(NHq xUWPLK2i6TPNB-aI|F^<<)Dr&x*#TUCPqh(UA>*FFw1T=qMp99tSj^!2{{vI?NUs0@ From 992063c5e5a15bcd4771c52c1ec3c822100cba36 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 20 Apr 2026 00:39:38 +0000 Subject: [PATCH 8/8] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- tests/local_test.py | 4 +++- workflow/rules/_utils.smk | 1 + workflow/rules/automatic.smk | 4 +--- workflow/rules/build.smk | 5 +++-- workflow/scripts/_schemas.py | 2 ++ workflow/scripts/_utils.py | 2 +- workflow/scripts/build_country.py | 1 - workflow/scripts/download_marine_eez_area.py | 4 +--- 8 files changed, 12 insertions(+), 11 deletions(-) diff --git a/tests/local_test.py b/tests/local_test.py index 7ee4bdf..8c1fe56 100644 --- a/tests/local_test.py +++ b/tests/local_test.py @@ -19,7 +19,9 @@ def module_path(): return Path(__file__).parent.parent -@pytest.mark.parametrize("scenario", ["config", "china_example", "europe_example", "usa_example"]) +@pytest.mark.parametrize( + "scenario", ["config", "china_example", "europe_example", "usa_example"] +) def test_config_example(module_path, scenario): """Example files should result in a successful run.""" result_file = "results/shapes.parquet" diff --git a/workflow/rules/_utils.smk b/workflow/rules/_utils.smk index fa3ab38..417517d 100644 --- a/workflow/rules/_utils.smk +++ b/workflow/rules/_utils.smk @@ -1,5 +1,6 @@ """Utility functions for snakemake rule handling.""" + def get_country_filename(country: str): """Build unique file names to avoid overwriting source files.""" source = config["countries"][country]["source"] diff --git a/workflow/rules/automatic.smk b/workflow/rules/automatic.smk index 16e0024..eebf8ac 100644 --- a/workflow/rules/automatic.smk +++ b/workflow/rules/automatic.smk @@ -21,9 +21,7 @@ rule download_country_overture: rule download_country_gadm: output: - path=temp( - "/automatic/land/raw_gadm_{country}_{subtype}.parquet" - ), + path=temp("/automatic/land/raw_gadm_{country}_{subtype}.parquet"), log: "/{country}/download_country_gadm_{subtype}.log", conda: diff --git a/workflow/rules/build.smk b/workflow/rules/build.smk index 338e11a..c2b7c55 100644 --- a/workflow/rules/build.smk +++ b/workflow/rules/build.smk @@ -1,5 +1,6 @@ """Rules used to construct the final dataset.""" + rule build_country: input: land=lambda wc: f"/automatic/land/{get_country_filename(wc.country)}.parquet", @@ -10,7 +11,7 @@ rule build_country: "/automatic/country/{country}.png", caption="../report/build_country.rst", category="Module Geo-Boundaries", - subcategory="Combined countries" + subcategory="Combined countries", ), log: "/{country}/build_country.log", @@ -18,7 +19,7 @@ rule build_country: "../envs/shape.yaml" params: crs=config["crs"], - voronoi=internal["voronoi_eez"] | config.get("voronoi_eez", {}) + voronoi=internal["voronoi_eez"] | config.get("voronoi_eez", {}), message: "{wildcards.country}: build combined land and marine polygons." script: diff --git a/workflow/scripts/_schemas.py b/workflow/scripts/_schemas.py index b3197fd..38b69b6 100644 --- a/workflow/scripts/_schemas.py +++ b/workflow/scripts/_schemas.py @@ -6,6 +6,7 @@ class ShapesSchema(pa.DataFrameModel): """Schema for geographic shapes.""" + class Config: coerce = True strict = True @@ -41,6 +42,7 @@ def fix_geometries(cls, df): def check_geometries(cls, geom): return (geom is not None) and (not geom.is_empty) and geom.is_valid + class EEZSchema(ShapesSchema): """Schema for marine shapes.""" diff --git a/workflow/scripts/_utils.py b/workflow/scripts/_utils.py index 829b32f..6868249 100644 --- a/workflow/scripts/_utils.py +++ b/workflow/scripts/_utils.py @@ -7,7 +7,7 @@ from pyproj import CRS -def check_crs_config(crs: dict[str, int | str])-> dict[str, CRS]: +def check_crs_config(crs: dict[str, int | str]) -> dict[str, CRS]: """Check the crs configuration settings.""" result = {k: CRS.from_user_input(v) for k, v in crs.items()} if not result["projected"].is_projected: diff --git a/workflow/scripts/build_country.py b/workflow/scripts/build_country.py index c362a61..1198197 100644 --- a/workflow/scripts/build_country.py +++ b/workflow/scripts/build_country.py @@ -194,7 +194,6 @@ def combine_shapes( return combined - def main() -> None: """Main snakemake process.""" crs = _utils.check_crs_config(snakemake.params.crs) diff --git a/workflow/scripts/download_marine_eez_area.py b/workflow/scripts/download_marine_eez_area.py index 926e781..1924eaf 100644 --- a/workflow/scripts/download_marine_eez_area.py +++ b/workflow/scripts/download_marine_eez_area.py @@ -130,9 +130,7 @@ def transform_to_schema( standardised = standardised[~standardised["country_id"].isna()] standardised = _schemas.EEZSchema.validate(standardised) else: - standardised = gpd.GeoDataFrame( - columns=_schemas.EEZSchema.to_schema().columns - ) + standardised = gpd.GeoDataFrame(columns=_schemas.EEZSchema.to_schema().columns) return standardised