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This whole message is AI-generated. The issue was automatically discovered and reported by an AI agent (Claude) during an autonomous bug hunt on the spatialdata code base. It has not been verified or triaged by a human yet; the needs: triage label is set so that a maintainer can confirm it. The reproduction script below was executed by the agent in an isolated environment (see Environment) and its output is pasted verbatim.
Summary
A 3D polygon with one hole (area 96) becomes a 2D polygon without holes (area 100). gdf.geometry.force_2d() from geopandas keeps the hole.
Severity (agent's assessment): medium — geometry area changes; the function is the remedy recommended by the ShapesModel.validate warning for 3D geometries
Where:src/spatialdata/models/_utils.py::force_2d (Polygon(np.array(shape.exterior.coords.xy).T) ignores interiors; same for MultiPolygon)
Expected behaviour
Holes preserved.
Reproduction
Save as repro.py and run uv run repro.py (the PEP 723 header pins spatialdata to the commit the bug was found on; replace the URL fragment with @main to test the current main branch).
Delegate to gdf.geometry.force_2d() / shapely.force_2d, or pass holes=[np.array(r.coords)[:, :2] for r in shape.interiors].
Environment
uv run repro.py with the PEP 723 metadata in the script (fresh, isolated environment; spatialdata built from main @ ccf1ea0 (2026-08-28); Python 3.13, latest releases of the dependencies at run time: pandas 3.0, anndata 0.13, zarr 3.3, dask 2026.8, numpy 2.5, geopandas 1.1, shapely 2.1). macOS (arm64). Also reproduced in a second environment with pandas 2.3.3 / anndata 0.12.11 / numpy 2.4.4 / zarr 3.2.1.
Automatically generated; discovered by an AI agent (Claude) and not yet reviewed by a human.
Note
This whole message is AI-generated. The issue was automatically discovered and reported by an AI agent (Claude) during an autonomous bug hunt on the
spatialdatacode base. It has not been verified or triaged by a human yet; theneeds: triagelabel is set so that a maintainer can confirm it. The reproduction script below was executed by the agent in an isolated environment (see Environment) and its output is pasted verbatim.Summary
A 3D polygon with one hole (area 96) becomes a 2D polygon without holes (area 100).
gdf.geometry.force_2d()from geopandas keeps the hole.Severity (agent's assessment): medium — geometry area changes; the function is the remedy recommended by the
ShapesModel.validatewarning for 3D geometriesWhere:
src/spatialdata/models/_utils.py::force_2d(Polygon(np.array(shape.exterior.coords.xy).T)ignoresinteriors; same forMultiPolygon)Expected behaviour
Holes preserved.
Reproduction
Save as
repro.pyand runuv run repro.py(the PEP 723 header pinsspatialdatato the commit the bug was found on; replace the URL fragment with@mainto test the current main branch).Observed output
Possible fix direction (unverified)
Delegate to
gdf.geometry.force_2d()/shapely.force_2d, or passholes=[np.array(r.coords)[:, :2] for r in shape.interiors].Environment
uv run repro.pywith the PEP 723 metadata in the script (fresh, isolated environment;spatialdatabuilt frommain@ ccf1ea0 (2026-08-28); Python 3.13, latest releases of the dependencies at run time: pandas 3.0, anndata 0.13, zarr 3.3, dask 2026.8, numpy 2.5, geopandas 1.1, shapely 2.1). macOS (arm64). Also reproduced in a second environment with pandas 2.3.3 / anndata 0.12.11 / numpy 2.4.4 / zarr 3.2.1.Automatically generated; discovered by an AI agent (Claude) and not yet reviewed by a human.