From d1530ebf758215a44936b537e8ecb6d837c28a0f Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Thu, 12 Mar 2026 23:12:04 +0100 Subject: [PATCH 01/15] Filter non-matching elements when groups is set with na_color=None When `groups` is specified and `na_color=None`, non-matching shapes and points are now filtered out entirely instead of rendered as invisible geometry. This avoids wasting rendering time on transparent elements. - Add _filter_groups_transparent_na() helper - Apply filtering in _render_shapes and _render_points - Update groups docstring to document na_color=None behavior - Add regression tests (baseline images pending from CI) Co-Authored-By: Claude Opus 4.6 --- src/spatialdata_plot/pl/basic.py | 5 ++-- src/spatialdata_plot/pl/render.py | 43 +++++++++++++++++++++++++++++++ tests/pl/test_render_points.py | 5 ++++ tests/pl/test_render_shapes.py | 5 ++++ 4 files changed, 56 insertions(+), 2 deletions(-) diff --git a/src/spatialdata_plot/pl/basic.py b/src/spatialdata_plot/pl/basic.py index f49121fd..bb62b3e1 100644 --- a/src/spatialdata_plot/pl/basic.py +++ b/src/spatialdata_plot/pl/basic.py @@ -213,8 +213,9 @@ def render_shapes( `fill_alpha` will overwrite the value present in the cmap. groups : list[str] | str | None When using `color` and the key represents discrete labels, `groups` can be used to show only a subset of - them. Other values are set to NA. If element is None, broadcasting behaviour is attempted (use the same - values for all elements). + them. Other values are set to NA. When ``na_color=None``, non-matching elements are filtered out entirely + (shapes and points only). If element is None, broadcasting behaviour is attempted (use the same values for + all elements). palette : list[str] | str | None Palette for discrete annotations. List of valid color names that should be used for the categories. Must match the number of groups. If element is None, broadcasting behaviour is attempted (use the same values for diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index a5bfb015..c65e1b1e 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -118,6 +118,22 @@ def _build_datashader_color_key( return color_key +def _filter_groups_transparent_na( + groups: str | list[str], + color_source_vector: pd.Categorical, + color_vector: pd.Series | np.ndarray | list[str], +) -> tuple[np.ndarray, pd.Categorical, np.ndarray]: + """Return a boolean mask and filtered color vectors for groups filtering. + + Used when ``na_color=None`` (fully transparent) so that non-matching + elements are removed entirely instead of rendered invisibly. + """ + keep = color_source_vector.isin(groups) + filtered_csv = color_source_vector[keep] + filtered_cv = np.asarray(color_vector)[keep] + return keep, filtered_csv, filtered_cv + + def _split_colorbar_params(params: dict[str, object] | None) -> tuple[dict[str, object], dict[str, object], str | None]: """Split colorbar params into layout hints, Matplotlib kwargs, and label override.""" layout: dict[str, object] = {} @@ -221,6 +237,15 @@ def _render_shapes( values_are_categorical = color_source_vector is not None + # When groups are specified and na_color is fully transparent (na_color=None), + # filter out non-matching elements instead of showing them as invisible geometry. + if groups is not None and values_are_categorical and render_params.cmap_params.na_color.alpha == "00": + keep, color_source_vector, color_vector = _filter_groups_transparent_na( + groups, color_source_vector, color_vector + ) + shapes = shapes[keep].reset_index(drop=True) + sdata_filt[element] = shapes + # color_source_vector is None when the values aren't categorical if values_are_categorical and render_params.transfunc is not None: color_vector = render_params.transfunc(color_vector) @@ -840,6 +865,24 @@ def _render_points( ) points_dd = points_with_color_dd + # When groups are specified and na_color is fully transparent (na_color=None), + # filter out non-matching points instead of rendering invisible geometry. + if groups is not None and color_source_vector is not None and render_params.cmap_params.na_color.alpha == "00": + keep, color_source_vector, color_vector = _filter_groups_transparent_na( + groups, color_source_vector, color_vector + ) + # filter the materialized points, adata, and re-register in sdata_filt + points = points[keep].reset_index(drop=True) + adata = adata[keep].copy() + points_dd = dask.dataframe.from_pandas(points, npartitions=1) + sdata_filt.points[element] = PointsModel.parse(points_dd, coordinates={"x": "x", "y": "y"}) + set_transformation( + element=sdata_filt.points[element], + transformation=transformation_in_cs, + to_coordinate_system=coordinate_system, + ) + n_points = int(keep.sum()) + # color_source_vector is None when the values aren't categorical if color_source_vector is None and render_params.transfunc is not None: color_vector = render_params.transfunc(color_vector) diff --git a/tests/pl/test_render_points.py b/tests/pl/test_render_points.py index 95270930..e18334fa 100644 --- a/tests/pl/test_render_points.py +++ b/tests/pl/test_render_points.py @@ -576,6 +576,11 @@ def test_plot_can_annotate_points_with_nan_in_df_continuous_datashader(self, sda sdata_blobs["blobs_points"]["cont_color"] = pd.Series([np.nan, 2, 9, 13] * 50) sdata_blobs.pl.render_points("blobs_points", color="cont_color", size=40, method="datashader").pl.show() + def test_plot_groups_na_color_none_filters_points(self, sdata_blobs: SpatialData): + """When groups is set and na_color=None, non-matching points are filtered out entirely.""" + sdata_blobs["blobs_points"]["cat_color"] = pd.Series(["a", "b", "c", "a"] * 50, dtype="category") + sdata_blobs.pl.render_points("blobs_points", color="cat_color", groups=["a"], na_color=None, size=30).pl.show() + def test_raises_when_table_does_not_annotate_element(sdata_blobs: SpatialData): # Work on an independent copy since we mutate tables diff --git a/tests/pl/test_render_shapes.py b/tests/pl/test_render_shapes.py index d38e0c51..c795fe03 100644 --- a/tests/pl/test_render_shapes.py +++ b/tests/pl/test_render_shapes.py @@ -983,6 +983,11 @@ def test_plot_can_annotate_shapes_with_nan_in_df_continuous_datashader(self, sda sdata_blobs["blobs_polygons"]["cont_color"] = [np.nan, 2, 3, 4, 5] sdata_blobs.pl.render_shapes("blobs_polygons", color="cont_color", method="datashader").pl.show() + def test_plot_groups_na_color_none_filters_shapes(self, sdata_blobs: SpatialData): + """When groups is set and na_color=None, non-matching shapes are filtered out entirely.""" + sdata_blobs["blobs_polygons"]["cat_color"] = pd.Series(["a", "b", "a", "b", "a"], dtype="category") + sdata_blobs.pl.render_shapes("blobs_polygons", color="cat_color", groups=["a"], na_color=None).pl.show() + def test_plot_can_handle_nan_values_in_color_data(sdata_blobs: SpatialData, caplog): """Test that NaN values in color data are handled gracefully and logged.""" From 6a346193a571a9053daac711e7a80bc70b92b59a Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Thu, 12 Mar 2026 23:21:10 +0100 Subject: [PATCH 02/15] Add datashader and edge case tests, fix dead variable, improve docs - Add datashader-backend tests for both shapes and points filtering - Add empty-result edge case tests (no elements match groups) - Remove dead points_dd reassignment, use filtered_dd instead - Clarify in docstring why labels are excluded (raster-based) Co-Authored-By: Claude Opus 4.6 --- src/spatialdata_plot/pl/basic.py | 4 ++-- src/spatialdata_plot/pl/render.py | 4 ++-- tests/pl/test_render_points.py | 15 +++++++++++++++ tests/pl/test_render_shapes.py | 13 +++++++++++++ 4 files changed, 32 insertions(+), 4 deletions(-) diff --git a/src/spatialdata_plot/pl/basic.py b/src/spatialdata_plot/pl/basic.py index bb62b3e1..7e27e166 100644 --- a/src/spatialdata_plot/pl/basic.py +++ b/src/spatialdata_plot/pl/basic.py @@ -214,8 +214,8 @@ def render_shapes( groups : list[str] | str | None When using `color` and the key represents discrete labels, `groups` can be used to show only a subset of them. Other values are set to NA. When ``na_color=None``, non-matching elements are filtered out entirely - (shapes and points only). If element is None, broadcasting behaviour is attempted (use the same values for - all elements). + instead of rendered invisibly (shapes and points only; labels are raster-based and cannot be filtered). + If element is None, broadcasting behaviour is attempted (use the same values for all elements). palette : list[str] | str | None Palette for discrete annotations. List of valid color names that should be used for the categories. Must match the number of groups. If element is None, broadcasting behaviour is attempted (use the same values for diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index c65e1b1e..04798a1e 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -874,8 +874,8 @@ def _render_points( # filter the materialized points, adata, and re-register in sdata_filt points = points[keep].reset_index(drop=True) adata = adata[keep].copy() - points_dd = dask.dataframe.from_pandas(points, npartitions=1) - sdata_filt.points[element] = PointsModel.parse(points_dd, coordinates={"x": "x", "y": "y"}) + filtered_dd = dask.dataframe.from_pandas(points, npartitions=1) + sdata_filt.points[element] = PointsModel.parse(filtered_dd, coordinates={"x": "x", "y": "y"}) set_transformation( element=sdata_filt.points[element], transformation=transformation_in_cs, diff --git a/tests/pl/test_render_points.py b/tests/pl/test_render_points.py index e18334fa..0c666f24 100644 --- a/tests/pl/test_render_points.py +++ b/tests/pl/test_render_points.py @@ -581,6 +581,21 @@ def test_plot_groups_na_color_none_filters_points(self, sdata_blobs: SpatialData sdata_blobs["blobs_points"]["cat_color"] = pd.Series(["a", "b", "c", "a"] * 50, dtype="category") sdata_blobs.pl.render_points("blobs_points", color="cat_color", groups=["a"], na_color=None, size=30).pl.show() + def test_plot_groups_na_color_none_filters_points_datashader(self, sdata_blobs: SpatialData): + """Groups filtering with na_color=None via datashader backend.""" + sdata_blobs["blobs_points"]["cat_color"] = pd.Series(["a", "b", "c", "a"] * 50, dtype="category") + sdata_blobs.pl.render_points( + "blobs_points", color="cat_color", groups=["a"], na_color=None, size=30, method="datashader" + ).pl.show() + + +def test_groups_na_color_none_no_match_points(sdata_blobs: SpatialData): + """When no elements match the groups, the plot should render without error.""" + sdata_blobs["blobs_points"]["cat_color"] = pd.Series(["a", "b", "c", "a"] * 50, dtype="category") + sdata_blobs.pl.render_points( + "blobs_points", color="cat_color", groups=["nonexistent"], na_color=None, size=30 + ).pl.show() + def test_raises_when_table_does_not_annotate_element(sdata_blobs: SpatialData): # Work on an independent copy since we mutate tables diff --git a/tests/pl/test_render_shapes.py b/tests/pl/test_render_shapes.py index c795fe03..346f2340 100644 --- a/tests/pl/test_render_shapes.py +++ b/tests/pl/test_render_shapes.py @@ -988,6 +988,19 @@ def test_plot_groups_na_color_none_filters_shapes(self, sdata_blobs: SpatialData sdata_blobs["blobs_polygons"]["cat_color"] = pd.Series(["a", "b", "a", "b", "a"], dtype="category") sdata_blobs.pl.render_shapes("blobs_polygons", color="cat_color", groups=["a"], na_color=None).pl.show() + def test_plot_groups_na_color_none_filters_shapes_datashader(self, sdata_blobs: SpatialData): + """Groups filtering with na_color=None via datashader backend.""" + sdata_blobs["blobs_polygons"]["cat_color"] = pd.Series(["a", "b", "a", "b", "a"], dtype="category") + sdata_blobs.pl.render_shapes( + "blobs_polygons", color="cat_color", groups=["a"], na_color=None, method="datashader" + ).pl.show() + + +def test_groups_na_color_none_no_match_shapes(sdata_blobs: SpatialData): + """When no elements match the groups, the plot should render without error.""" + sdata_blobs["blobs_polygons"]["cat_color"] = pd.Series(["a", "b", "a", "b", "a"], dtype="category") + sdata_blobs.pl.render_shapes("blobs_polygons", color="cat_color", groups=["nonexistent"], na_color=None).pl.show() + def test_plot_can_handle_nan_values_in_color_data(sdata_blobs: SpatialData, caplog): """Test that NaN values in color data are handled gracefully and logged.""" From 860cc4e3f41a4c5a5136d470ae374be85c4a5eb1 Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Thu, 12 Mar 2026 23:29:36 +0100 Subject: [PATCH 03/15] Fix empty-result crash when no elements match groups with na_color=None When all elements are filtered out by groups filtering, downstream code crashes: get_extent returns NaN/Inf for points, and GeoDataFrame operations fail on empty geometry for shapes. Add early returns to handle this edge case. Co-Authored-By: Claude Opus 4.6 --- src/spatialdata_plot/pl/render.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index 04798a1e..29da0196 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -245,6 +245,8 @@ def _render_shapes( ) shapes = shapes[keep].reset_index(drop=True) sdata_filt[element] = shapes + if len(shapes) == 0: + return # color_source_vector is None when the values aren't categorical if values_are_categorical and render_params.transfunc is not None: @@ -871,6 +873,9 @@ def _render_points( keep, color_source_vector, color_vector = _filter_groups_transparent_na( groups, color_source_vector, color_vector ) + n_points = int(keep.sum()) + if n_points == 0: + return # filter the materialized points, adata, and re-register in sdata_filt points = points[keep].reset_index(drop=True) adata = adata[keep].copy() @@ -881,7 +886,6 @@ def _render_points( transformation=transformation_in_cs, to_coordinate_system=coordinate_system, ) - n_points = int(keep.sum()) # color_source_vector is None when the values aren't categorical if color_source_vector is None and render_params.transfunc is not None: From 0bb201934f406bf1965294f56120d885a7547b8b Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Thu, 12 Mar 2026 23:35:27 +0100 Subject: [PATCH 04/15] Only warn about table fallback when multiple tables exist MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit When there is exactly one table, the choice is unambiguous — no need to warn. The warning now only fires when there are multiple tables. Co-Authored-By: Claude Opus 4.6 --- src/spatialdata_plot/pl/utils.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/src/spatialdata_plot/pl/utils.py b/src/spatialdata_plot/pl/utils.py index a0aced27..26baf85c 100644 --- a/src/spatialdata_plot/pl/utils.py +++ b/src/spatialdata_plot/pl/utils.py @@ -1119,7 +1119,9 @@ def _set_color_source_vec( table_to_use = None else: table_keys = list(sdata.tables.keys()) - if table_keys: + if len(table_keys) == 1: + table_to_use = table_keys[0] + elif len(table_keys) > 1: table_to_use = table_keys[0] logger.warning(f"No table name provided, using '{table_to_use}' as fallback for color mapping.") else: From 7111643b962d4f7faa638d87b400c24f645b6d7d Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Thu, 12 Mar 2026 23:41:48 +0100 Subject: [PATCH 05/15] Fix early return order: check empty before assigning to sdata_filt Assigning an empty GeoDataFrame to sdata_filt triggers ShapesModel validation which rejects empty geometry. Move the empty check before the assignment. Co-Authored-By: Claude Opus 4.6 --- src/spatialdata_plot/pl/render.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index 29da0196..94590689 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -244,9 +244,9 @@ def _render_shapes( groups, color_source_vector, color_vector ) shapes = shapes[keep].reset_index(drop=True) - sdata_filt[element] = shapes if len(shapes) == 0: return + sdata_filt[element] = shapes # color_source_vector is None when the values aren't categorical if values_are_categorical and render_params.transfunc is not None: From 40206b98ea34df2f3f554a4ad3adb5333827a5ad Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Thu, 12 Mar 2026 23:48:07 +0100 Subject: [PATCH 06/15] Add baseline images for groups filtering with na_color=None tests Images generated from CI runner (py3.14-stable). Co-Authored-By: Claude Opus 4.6 --- ...ints_groups_na_color_none_filters_points.png | Bin 0 -> 38302 bytes ..._na_color_none_filters_points_datashader.png | Bin 0 -> 35506 bytes ...apes_groups_na_color_none_filters_shapes.png | Bin 0 -> 23803 bytes ..._na_color_none_filters_shapes_datashader.png | Bin 0 -> 15677 bytes 4 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 tests/_images/Points_groups_na_color_none_filters_points.png create mode 100644 tests/_images/Points_groups_na_color_none_filters_points_datashader.png create mode 100644 tests/_images/Shapes_groups_na_color_none_filters_shapes.png create mode 100644 tests/_images/Shapes_groups_na_color_none_filters_shapes_datashader.png diff --git a/tests/_images/Points_groups_na_color_none_filters_points.png b/tests/_images/Points_groups_na_color_none_filters_points.png new file mode 100644 index 0000000000000000000000000000000000000000..958248821774e9420592c3da0e3cecfe70567bc8 GIT binary patch literal 38302 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Both shapes and points now use the same guarded helper. - Extract _want_decorations(): unifies the shapes (3 lines, compared with alpha) and points (17 lines, stripped alpha) logic into one consistent helper that normalizes hex colors before comparing. - Extract _reparse_points(): deduplicates the PointsModel.parse + set_transformation pattern that appeared 3 times. - Replace inline hex-stripping with existing _hex_no_alpha() utility. - Add warning when color vector length mismatches element count (was silent). - Drop unnecessary .copy() on adata boolean indexing. Co-Authored-By: Claude Opus 4.6 --- src/spatialdata_plot/pl/render.py | 136 +++++++++++++++--------------- 1 file changed, 68 insertions(+), 68 deletions(-) diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index 94590689..e35f6be2 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -118,6 +118,60 @@ def _build_datashader_color_key( return color_key +def _inject_ds_nan_sentinel(series: pd.Series, sentinel: str = _DS_NAN_CATEGORY) -> pd.Series: + """Add a sentinel category for NaN values in a categorical series. + + Safely handles series that are not yet categorical, dask-backed + categoricals that need ``as_known()``, and series that already + contain the sentinel. + """ + if not isinstance(series.dtype, pd.CategoricalDtype): + series = series.astype("category") + if hasattr(series.cat, "as_known"): + series = series.cat.as_known() + if sentinel not in series.cat.categories: + series = series.cat.add_categories(sentinel) + return series.fillna(sentinel) + + +def _want_decorations(color_vector: Any, na_color: Color) -> bool: + """Return whether legend/colorbar decorations should be shown. + + Decorations are suppressed when all colors equal the NA color + (i.e., nothing informative to display). + """ + if color_vector is None: + return False + cv = np.asarray(color_vector) + if cv.size == 0: + return False + unique_vals = set(cv.tolist()) + if len(unique_vals) != 1: + return True + only_val = next(iter(unique_vals)) + na_hex = na_color.get_hex() + if isinstance(only_val, str) and only_val.startswith("#") and na_hex.startswith("#"): + return _hex_no_alpha(only_val) != _hex_no_alpha(na_hex) + return bool(only_val != na_hex) + + +def _reparse_points( + sdata_filt: sd.SpatialData, + element: str, + df: pd.DataFrame, + transformation: Any, + coordinate_system: str, +) -> None: + """Re-register a points DataFrame in *sdata_filt* with its transformation.""" + dd_frame = dask.dataframe.from_pandas(df, npartitions=1) + sdata_filt.points[element] = PointsModel.parse(dd_frame, coordinates={"x": "x", "y": "y"}) + set_transformation( + element=sdata_filt.points[element], + transformation=transformation, + to_coordinate_system=coordinate_system, + ) + + def _filter_groups_transparent_na( groups: str | list[str], color_source_vector: pd.Categorical, @@ -364,11 +418,13 @@ def _render_shapes( # If single color, broadcast to all shapes color_vector = [color_vector[0]] * len(transformed_element) else: - # If lengths don't match, pad or truncate to match + logger.warning( + f"Color vector length ({len(color_vector)}) does not match element count " + f"({len(transformed_element)}). This may indicate a bug." + ) if len(color_vector) > len(transformed_element): color_vector = color_vector[: len(transformed_element)] else: - # Pad with the last color or na_color na_color = render_params.cmap_params.na_color.get_hex_with_alpha() color_vector = list(color_vector) + [na_color] * (len(transformed_element) - len(color_vector)) @@ -386,9 +442,7 @@ def _render_shapes( if col_for_color is not None and (render_params.groups is None or len(render_params.groups) > 1): if color_by_categorical: # add a sentinel category so that shapes with NaN value are colored in the na_color - transformed_element[col_for_color] = ( - transformed_element[col_for_color].cat.add_categories(_DS_NAN_CATEGORY).fillna(_DS_NAN_CATEGORY) - ) + transformed_element[col_for_color] = _inject_ds_nan_sentinel(transformed_element[col_for_color]) agg = cvs.polygons( transformed_element, geometry="geometry", @@ -493,9 +547,7 @@ def _render_shapes( if continuous_nan_shapes is not None: # for coloring by continuous variable: render nan shapes separately - nan_color_hex = render_params.cmap_params.na_color.get_hex() - if nan_color_hex.startswith("#") and len(nan_color_hex) == 9: - nan_color_hex = nan_color_hex[:7] + nan_color_hex = _hex_no_alpha(render_params.cmap_params.na_color.get_hex()) continuous_nan_shapes = ds.tf.shade( continuous_nan_shapes, cmap=nan_color_hex, @@ -664,10 +716,7 @@ def _render_shapes( vmax = 1.0 _cax.set_clim(vmin=vmin, vmax=vmax) - if ( - len(set(color_vector)) != 1 - or list(set(color_vector))[0] != render_params.cmap_params.na_color.get_hex_with_alpha() - ): + if _want_decorations(color_vector, render_params.cmap_params.na_color): # necessary in case different shapes elements are annotated with one table if color_source_vector is not None and render_params.col_for_color is not None: color_source_vector = color_source_vector.remove_unused_categories() @@ -808,14 +857,7 @@ def _render_points( # Convert back to dask dataframe to modify sdata transformation_in_cs = sdata_filt.points[element].attrs["transform"][coordinate_system] - points_dd = dask.dataframe.from_pandas(points_for_model, npartitions=1) - sdata_filt.points[element] = PointsModel.parse(points_dd, coordinates={"x": "x", "y": "y"}) - # restore transformation in coordinate system of interest - set_transformation( - element=sdata_filt.points[element], - transformation=transformation_in_cs, - to_coordinate_system=coordinate_system, - ) + _reparse_points(sdata_filt, element, points_for_model, transformation_in_cs, coordinate_system) if col_for_color is not None: assert isinstance(col_for_color, str) @@ -858,14 +900,7 @@ def _render_points( ) if added_color_from_table and col_for_color is not None: - points_with_color_dd = dask.dataframe.from_pandas(points_pd_with_color, npartitions=1) - sdata_filt.points[element] = PointsModel.parse(points_with_color_dd, coordinates={"x": "x", "y": "y"}) - set_transformation( - element=sdata_filt.points[element], - transformation=transformation_in_cs, - to_coordinate_system=coordinate_system, - ) - points_dd = points_with_color_dd + _reparse_points(sdata_filt, element, points_pd_with_color, transformation_in_cs, coordinate_system) # When groups are specified and na_color is fully transparent (na_color=None), # filter out non-matching points instead of rendering invisible geometry. @@ -878,14 +913,8 @@ def _render_points( return # filter the materialized points, adata, and re-register in sdata_filt points = points[keep].reset_index(drop=True) - adata = adata[keep].copy() - filtered_dd = dask.dataframe.from_pandas(points, npartitions=1) - sdata_filt.points[element] = PointsModel.parse(filtered_dd, coordinates={"x": "x", "y": "y"}) - set_transformation( - element=sdata_filt.points[element], - transformation=transformation_in_cs, - to_coordinate_system=coordinate_system, - ) + adata = adata[keep] + _reparse_points(sdata_filt, element, points, transformation_in_cs, coordinate_system) # color_source_vector is None when the values aren't categorical if color_source_vector is None and render_params.transfunc is not None: @@ -965,14 +994,7 @@ def _render_points( if col_for_color is not None: if color_by_categorical: # add nan as category so that nan points are shown in the nan color - cat_series = transformed_element[col_for_color] - if not isinstance(cat_series.dtype, pd.CategoricalDtype): - cat_series = cat_series.astype("category") - if hasattr(cat_series.cat, "as_known"): - cat_series = cat_series.cat.as_known() - if _DS_NAN_CATEGORY not in cat_series.cat.categories: - cat_series = cat_series.cat.add_categories(_DS_NAN_CATEGORY) - transformed_element[col_for_color] = cat_series.fillna(_DS_NAN_CATEGORY) + transformed_element[col_for_color] = _inject_ds_nan_sentinel(transformed_element[col_for_color]) agg = cvs.points(transformed_element, "x", "y", agg=ds.by(col_for_color, ds.count())) else: reduction_name = render_params.ds_reduction if render_params.ds_reduction is not None else "sum" @@ -1062,9 +1084,7 @@ def _render_points( if continuous_nan_points is not None: # for coloring by continuous variable: render nan points separately - nan_color_hex = render_params.cmap_params.na_color.get_hex() - if nan_color_hex.startswith("#") and len(nan_color_hex) == 9: - nan_color_hex = nan_color_hex[:7] + nan_color_hex = _hex_no_alpha(render_params.cmap_params.na_color.get_hex()) continuous_nan_points = ds.tf.spread(continuous_nan_points, px=px, how="max") continuous_nan_points = ds.tf.shade( continuous_nan_points, @@ -1132,27 +1152,7 @@ def _render_points( ax.set_xbound(extent["x"]) ax.set_ybound(extent["y"]) - # Decide whether there is any informative color variation. - # We skip legend/colorbar only if all colors are equal to the NA color. - want_decorations = True - if color_vector is None: - want_decorations = False - else: - cv = np.asarray(color_vector) - if cv.size == 0: - want_decorations = False - else: - unique_vals = set(cv.tolist()) - if len(unique_vals) == 1: - only_val = next(iter(unique_vals)) - na_hex = render_params.cmap_params.na_color.get_hex() - if isinstance(only_val, str) and only_val.startswith("#") and na_hex.startswith("#"): - only_norm = _hex_no_alpha(only_val) - na_norm = _hex_no_alpha(na_hex) - if only_norm == na_norm: - want_decorations = False - - if want_decorations: + if _want_decorations(color_vector, render_params.cmap_params.na_color): if color_source_vector is None: palette = ListedColormap(dict.fromkeys(color_vector)) else: From 54d66aac6693bf06c14c55dea303072f73a7d99b Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Fri, 13 Mar 2026 00:17:41 +0100 Subject: [PATCH 08/15] Simplify overengineered functions from PRs #427/#547 MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - _coerce_categorical_source: remove unreachable dd.Series, np.ndarray, and pd.Categorical branches (callers always pass pd.Series). 27→4 lines. - _build_datashader_color_key: replace O(n*k) flatnonzero scans with a single pass over codes. Also handles NaN sentinel via the same fallback. - _build_alignment_dtype_hint: remove overly broad exception catching (TypeError, AttributeError), redundant hasattr checks, and the color-index comparison that duplicates the element-index check. 32→12 lines. Co-Authored-By: Claude Opus 4.6 --- src/spatialdata_plot/pl/render.py | 53 +++++++++---------------------- src/spatialdata_plot/pl/utils.py | 36 +++++++-------------- 2 files changed, 26 insertions(+), 63 deletions(-) diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index e35f6be2..13773644 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -69,33 +69,11 @@ _DS_NAN_CATEGORY = "ds_nan" -def _coerce_categorical_source(cat_source: Any) -> pd.Categorical: - """Return a pandas Categorical from known, concrete sources only. - - Raises - ------ - TypeError - If *cat_source* is not a ``dd.Series``, ``pd.Series``, - ``pd.Categorical``, or ``np.ndarray``. - """ - if isinstance(cat_source, dd.Series): - if isinstance(cat_source.dtype, pd.CategoricalDtype) and getattr(cat_source.cat, "known", True) is False: - cat_source = cat_source.cat.as_known() - cat_source = cat_source.compute() - - if isinstance(cat_source, pd.Series): - if isinstance(cat_source.dtype, pd.CategoricalDtype): - return cat_source.array - return pd.Categorical(cat_source) - if isinstance(cat_source, pd.Categorical): - return cat_source - if isinstance(cat_source, np.ndarray): - return pd.Categorical(cat_source) - - raise TypeError( - f"Cannot coerce {type(cat_source).__name__} to pd.Categorical. " - "Expected dd.Series, pd.Series, pd.Categorical, or np.ndarray." - ) +def _coerce_categorical_source(series: pd.Series) -> pd.Categorical: + """Return a ``pd.Categorical`` from a pandas Series.""" + if isinstance(series.dtype, pd.CategoricalDtype): + return series.array + return pd.Categorical(series) def _build_datashader_color_key( @@ -104,18 +82,17 @@ def _build_datashader_color_key( na_color_hex: str, ) -> dict[str, str]: """Build a datashader ``color_key`` dict from a categorical series and its color vector.""" + na_hex = _hex_no_alpha(na_color_hex) if na_color_hex.startswith("#") else na_color_hex + # Map each category to its first-occurrence color via codes colors_arr = np.asarray(color_vector, dtype=object) - color_key: dict[str, str] = {} - for cat in cat_series.categories: - if cat == _DS_NAN_CATEGORY: - key_color = na_color_hex - else: - idx = np.flatnonzero(cat_series == cat) - key_color = colors_arr[idx[0]] if idx.size else na_color_hex - if isinstance(key_color, str) and key_color.startswith("#"): - key_color = _hex_no_alpha(key_color) - color_key[str(cat)] = key_color - return color_key + first_color: dict[str, str] = {} + for code, color in zip(cat_series.codes, colors_arr, strict=False): + if code < 0: + continue + cat_name = str(cat_series.categories[code]) + if cat_name not in first_color: + first_color[cat_name] = _hex_no_alpha(color) if isinstance(color, str) and color.startswith("#") else color + return {str(c): first_color.get(str(c), na_hex) for c in cat_series.categories} def _inject_ds_nan_sentinel(series: pd.Series, sentinel: str = _DS_NAN_CATEGORY) -> pd.Series: diff --git a/src/spatialdata_plot/pl/utils.py b/src/spatialdata_plot/pl/utils.py index 26baf85c..402a2191 100644 --- a/src/spatialdata_plot/pl/utils.py +++ b/src/spatialdata_plot/pl/utils.py @@ -990,31 +990,17 @@ def _build_alignment_dtype_hint( table_name: str | None, ) -> str: """Build a diagnostic hint string for dtype mismatches between element and table indices.""" - hints: list[str] = [] - color_index_dtype = getattr(color_series.index, "dtype", None) - element_index_dtype = getattr(getattr(element, "index", None), "dtype", None) if element is not None else None - - table_instance_dtype = None - instance_key = None - if table_name is not None and sdata is not None and table_name in sdata.tables: - table = sdata.tables[table_name] - try: - _, _, instance_key = get_table_keys(table) - except (KeyError, ValueError, TypeError, AttributeError): - instance_key = None - if instance_key is not None and hasattr(table, "obs") and instance_key in table.obs: - table_instance_dtype = table.obs[instance_key].dtype - - if ( - element_index_dtype is not None - and table_instance_dtype is not None - and element_index_dtype != table_instance_dtype - ): - hints.append(f"element index dtype is {element_index_dtype}, '{instance_key}' dtype is {table_instance_dtype}") - if color_index_dtype is not None and element_index_dtype is not None and color_index_dtype != element_index_dtype: - hints.append(f"color index dtype is {color_index_dtype}, element index dtype is {element_index_dtype}") - - return f" (hint: {'; '.join(hints)})" if hints else "" + el_dtype = getattr(getattr(element, "index", None), "dtype", None) + if el_dtype is None or table_name is None or sdata is None or table_name not in sdata.tables: + return "" + try: + _, _, instance_key = get_table_keys(sdata.tables[table_name]) + except (KeyError, ValueError): + return "" + tbl_dtype = sdata.tables[table_name].obs[instance_key].dtype + if el_dtype != tbl_dtype: + return f" (hint: element index dtype is {el_dtype}, '{instance_key}' dtype is {tbl_dtype})" + return "" def _set_color_source_vec( From ea71fedf1e44e5c8e795a040901c96d97c6cf619 Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Fri, 13 Mar 2026 00:21:26 +0100 Subject: [PATCH 09/15] Fix datashader single-group bug, make tests 2-panel comparisons MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Fix: the datashader shapes path skipped categorical aggregation when groups had exactly 1 entry (len(groups) > 1 was False), producing an empty plot. Remove the erroneous groups-length guard. Tests: all 4 groups-filtering PlotTester tests now show 2 panels side-by-side (left: default with na_color shown, right: na_color=None with filtered elements) for easy visual comparison. Baseline images removed — will be regenerated by CI. Co-Authored-By: Claude Opus 4.6 --- src/spatialdata_plot/pl/render.py | 2 +- ...ints_groups_na_color_none_filters_points.png | Bin 38302 -> 0 bytes ..._na_color_none_filters_points_datashader.png | Bin 35506 -> 0 bytes ...apes_groups_na_color_none_filters_shapes.png | Bin 23803 -> 0 bytes ..._na_color_none_filters_shapes_datashader.png | Bin 15677 -> 0 bytes tests/pl/test_render_points.py | 14 ++++++++++++-- tests/pl/test_render_shapes.py | 14 ++++++++++++-- 7 files changed, 25 insertions(+), 5 deletions(-) delete mode 100644 tests/_images/Points_groups_na_color_none_filters_points.png delete mode 100644 tests/_images/Points_groups_na_color_none_filters_points_datashader.png delete mode 100644 tests/_images/Shapes_groups_na_color_none_filters_shapes.png delete mode 100644 tests/_images/Shapes_groups_na_color_none_filters_shapes_datashader.png diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index 13773644..052f8704 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -416,7 +416,7 @@ def _render_shapes( aggregate_with_reduction = None continuous_nan_shapes = None - if col_for_color is not None and (render_params.groups is None or len(render_params.groups) > 1): + if col_for_color is not None: if color_by_categorical: # add a sentinel category so that shapes with NaN value are colored in the na_color transformed_element[col_for_color] = _inject_ds_nan_sentinel(transformed_element[col_for_color]) diff --git a/tests/_images/Points_groups_na_color_none_filters_points.png b/tests/_images/Points_groups_na_color_none_filters_points.png deleted file mode 100644 index 958248821774e9420592c3da0e3cecfe70567bc8..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 38302 zcmX6^1yEFN8(k1|32{Lh1ePx86p-%jE-C2-=?-b>M!LIOx&)-VW9jbv?>GMr%rNZS zdGCAg^PVTpIX@NT#NQ+1BZEMo_mUDKN+1wi4Dd@2h6n!hZN?!11WGWG6cJSUk$#ln 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non-matching points are filtered out entirely.""" sdata_blobs["blobs_points"]["cat_color"] = pd.Series(["a", "b", "c", "a"] * 50, dtype="category") - sdata_blobs.pl.render_points("blobs_points", color="cat_color", groups=["a"], na_color=None, size=30).pl.show() + _, axs = plt.subplots(nrows=1, ncols=2, layout="tight") + sdata_blobs.pl.render_points("blobs_points", color="cat_color", groups=["a"], size=30).pl.show( + ax=axs[0], title="default" + ) + sdata_blobs.pl.render_points("blobs_points", color="cat_color", groups=["a"], na_color=None, size=30).pl.show( + ax=axs[1], title="na_color=None" + ) def test_plot_groups_na_color_none_filters_points_datashader(self, sdata_blobs: SpatialData): """Groups filtering with na_color=None via datashader backend.""" sdata_blobs["blobs_points"]["cat_color"] = pd.Series(["a", "b", "c", "a"] * 50, dtype="category") + _, axs = plt.subplots(nrows=1, ncols=2, layout="tight") + sdata_blobs.pl.render_points( + "blobs_points", color="cat_color", groups=["a"], size=30, method="datashader" + ).pl.show(ax=axs[0], title="default") sdata_blobs.pl.render_points( "blobs_points", color="cat_color", groups=["a"], na_color=None, size=30, method="datashader" - ).pl.show() + ).pl.show(ax=axs[1], title="na_color=None") def test_groups_na_color_none_no_match_points(sdata_blobs: SpatialData): diff --git a/tests/pl/test_render_shapes.py b/tests/pl/test_render_shapes.py index 346f2340..4480c4a1 100644 --- a/tests/pl/test_render_shapes.py +++ b/tests/pl/test_render_shapes.py @@ -986,14 +986,24 @@ def test_plot_can_annotate_shapes_with_nan_in_df_continuous_datashader(self, sda def test_plot_groups_na_color_none_filters_shapes(self, sdata_blobs: SpatialData): """When groups is set and na_color=None, non-matching shapes are filtered out entirely.""" sdata_blobs["blobs_polygons"]["cat_color"] = pd.Series(["a", "b", "a", "b", "a"], dtype="category") - sdata_blobs.pl.render_shapes("blobs_polygons", color="cat_color", groups=["a"], na_color=None).pl.show() + _, axs = plt.subplots(nrows=1, ncols=2, layout="tight") + sdata_blobs.pl.render_shapes("blobs_polygons", color="cat_color", groups=["a"]).pl.show( + ax=axs[0], title="default" + ) + sdata_blobs.pl.render_shapes("blobs_polygons", color="cat_color", groups=["a"], na_color=None).pl.show( + ax=axs[1], title="na_color=None" + ) def test_plot_groups_na_color_none_filters_shapes_datashader(self, sdata_blobs: SpatialData): """Groups filtering with na_color=None via datashader backend.""" sdata_blobs["blobs_polygons"]["cat_color"] = pd.Series(["a", "b", "a", "b", "a"], dtype="category") + _, axs = plt.subplots(nrows=1, ncols=2, layout="tight") + sdata_blobs.pl.render_shapes("blobs_polygons", color="cat_color", groups=["a"], method="datashader").pl.show( + ax=axs[0], title="default" + ) sdata_blobs.pl.render_shapes( "blobs_polygons", color="cat_color", groups=["a"], na_color=None, method="datashader" - ).pl.show() + ).pl.show(ax=axs[1], title="na_color=None") def test_groups_na_color_none_no_match_shapes(sdata_blobs: SpatialData): From 2e115d43aac1b6eb8a8e6c29054b0fa69980db4e Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Fri, 13 Mar 2026 00:28:25 +0100 Subject: [PATCH 10/15] Restore dask Series handling in _coerce_categorical_source The points datashader path passes dask Series (from a dask DataFrame) to this function. Dask Series lacks .array, so we must compute() first. Co-Authored-By: Claude Opus 4.6 --- src/spatialdata_plot/pl/render.py | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index 052f8704..c319b430 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -69,8 +69,12 @@ _DS_NAN_CATEGORY = "ds_nan" -def _coerce_categorical_source(series: pd.Series) -> pd.Categorical: - """Return a ``pd.Categorical`` from a pandas Series.""" +def _coerce_categorical_source(series: pd.Series | dd.Series) -> pd.Categorical: + """Return a ``pd.Categorical`` from a pandas or dask Series.""" + if isinstance(series, dd.Series): + if isinstance(series.dtype, pd.CategoricalDtype) and getattr(series.cat, "known", True) is False: + series = series.cat.as_known() + series = series.compute() if isinstance(series.dtype, pd.CategoricalDtype): return series.array return pd.Categorical(series) From 8f68a735aeb9530dfc2925e3b4b5a1f9cacbe87f Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Fri, 13 Mar 2026 00:34:21 +0100 Subject: [PATCH 11/15] Add 2-panel baseline images for groups filtering tests Images generated from CI runner (py3.14-stable). Co-Authored-By: Claude Opus 4.6 --- ...ints_groups_na_color_none_filters_points.png | Bin 0 -> 55304 bytes ..._na_color_none_filters_points_datashader.png | Bin 0 -> 40758 bytes ...apes_groups_na_color_none_filters_shapes.png | Bin 0 -> 27049 bytes ..._na_color_none_filters_shapes_datashader.png | Bin 0 -> 27323 bytes 4 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 tests/_images/Points_groups_na_color_none_filters_points.png create mode 100644 tests/_images/Points_groups_na_color_none_filters_points_datashader.png create mode 100644 tests/_images/Shapes_groups_na_color_none_filters_shapes.png create mode 100644 tests/_images/Shapes_groups_na_color_none_filters_shapes_datashader.png diff --git a/tests/_images/Points_groups_na_color_none_filters_points.png b/tests/_images/Points_groups_na_color_none_filters_points.png new file mode 100644 index 0000000000000000000000000000000000000000..6e82152bc09275a09456afe838653c72219b0c6b GIT binary patch literal 55304 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Now they are filtered out entirely, which is the more intuitive behavior. To show non-matching elements, set na_color explicitly (e.g., na_color="red"). This applies to shapes and points only (labels are raster-based and cannot be filtered). Baseline images removed for regeneration — existing groups tests will produce different output with the new default. Co-Authored-By: Claude Opus 4.6 --- src/spatialdata_plot/pl/basic.py | 4 ++-- src/spatialdata_plot/pl/render.py | 14 ++++++------ ..._annotate_points_with_table_and_groups.png | Bin 38028 -> 0 bytes ..._can_filter_with_groups_custom_palette.png | Bin 50029 -> 0 bytes ...can_filter_with_groups_default_palette.png | Bin 49671 -> 0 bytes ...oints_datashader_can_color_by_category.png | Bin 47139 -> 0 bytes ...ts_groups_na_color_none_filters_points.png | Bin 55304 -> 0 bytes ...a_color_none_filters_points_datashader.png | Bin 40758 -> 0 bytes .../_images/Shapes_can_filter_with_groups.png | Bin 26583 -> 0 bytes ...es_groups_na_color_none_filters_shapes.png | Bin 27049 -> 0 bytes ...a_color_none_filters_shapes_datashader.png | Bin 27323 -> 0 bytes tests/pl/test_render_points.py | 20 +++++++++--------- tests/pl/test_render_shapes.py | 20 +++++++++--------- 13 files changed, 30 insertions(+), 28 deletions(-) delete mode 100644 tests/_images/Points_can_annotate_points_with_table_and_groups.png delete mode 100644 tests/_images/Points_can_filter_with_groups_custom_palette.png delete mode 100644 tests/_images/Points_can_filter_with_groups_default_palette.png delete mode 100644 tests/_images/Points_datashader_can_color_by_category.png delete mode 100644 tests/_images/Points_groups_na_color_none_filters_points.png delete mode 100644 tests/_images/Points_groups_na_color_none_filters_points_datashader.png delete mode 100644 tests/_images/Shapes_can_filter_with_groups.png delete mode 100644 tests/_images/Shapes_groups_na_color_none_filters_shapes.png delete mode 100644 tests/_images/Shapes_groups_na_color_none_filters_shapes_datashader.png diff --git a/src/spatialdata_plot/pl/basic.py b/src/spatialdata_plot/pl/basic.py index 7e27e166..85dfdd89 100644 --- a/src/spatialdata_plot/pl/basic.py +++ b/src/spatialdata_plot/pl/basic.py @@ -213,8 +213,8 @@ def render_shapes( `fill_alpha` will overwrite the value present in the cmap. groups : list[str] | str | None When using `color` and the key represents discrete labels, `groups` can be used to show only a subset of - them. Other values are set to NA. When ``na_color=None``, non-matching elements are filtered out entirely - instead of rendered invisibly (shapes and points only; labels are raster-based and cannot be filtered). + them. By default, non-matching elements are filtered out entirely (shapes and points only; labels are + raster-based and cannot be filtered). To show non-matching elements, set ``na_color`` explicitly. If element is None, broadcasting behaviour is attempted (use the same values for all elements). palette : list[str] | str | None Palette for discrete annotations. List of valid color names that should be used for the categories. Must diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index c319b430..d59437c2 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -272,9 +272,10 @@ def _render_shapes( values_are_categorical = color_source_vector is not None - # When groups are specified and na_color is fully transparent (na_color=None), - # filter out non-matching elements instead of showing them as invisible geometry. - if groups is not None and values_are_categorical and render_params.cmap_params.na_color.alpha == "00": + # When groups are specified, filter out non-matching elements by default. + # Only show non-matching elements if the user explicitly sets na_color. + _na = render_params.cmap_params.na_color + if groups is not None and values_are_categorical and (_na.default_color_set or _na.alpha == "00"): keep, color_source_vector, color_vector = _filter_groups_transparent_na( groups, color_source_vector, color_vector ) @@ -883,9 +884,10 @@ def _render_points( if added_color_from_table and col_for_color is not None: _reparse_points(sdata_filt, element, points_pd_with_color, transformation_in_cs, coordinate_system) - # When groups are specified and na_color is fully transparent (na_color=None), - # filter out non-matching points instead of rendering invisible geometry. - if groups is not None and color_source_vector is not None and render_params.cmap_params.na_color.alpha == "00": + # When groups are specified, filter out non-matching elements by default. + # Only show non-matching elements if the user explicitly sets na_color. + _na = render_params.cmap_params.na_color + if groups is not None and color_source_vector is not None and (_na.default_color_set or _na.alpha == "00"): keep, color_source_vector, color_vector = _filter_groups_transparent_na( groups, color_source_vector, color_vector ) diff --git a/tests/_images/Points_can_annotate_points_with_table_and_groups.png 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Co-Authored-By: Claude Opus 4.6 --- ...an_annotate_points_with_table_and_groups.png | Bin 0 -> 27869 bytes ...ts_can_filter_with_groups_custom_palette.png | Bin 0 -> 50029 bytes ...s_can_filter_with_groups_default_palette.png | Bin 0 -> 49671 bytes .../Points_datashader_can_color_by_category.png | Bin 0 -> 34447 bytes ...ints_groups_na_color_none_filters_points.png | Bin 0 -> 59534 bytes ..._na_color_none_filters_points_datashader.png | Bin 0 -> 45278 bytes tests/_images/Shapes_can_filter_with_groups.png | Bin 0 -> 25422 bytes ...apes_groups_na_color_none_filters_shapes.png | Bin 0 -> 28951 bytes ..._na_color_none_filters_shapes_datashader.png | Bin 0 -> 29205 bytes 9 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 tests/_images/Points_can_annotate_points_with_table_and_groups.png create mode 100644 tests/_images/Points_can_filter_with_groups_custom_palette.png create mode 100644 tests/_images/Points_can_filter_with_groups_default_palette.png create mode 100644 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are zeroed out (rendered as background) by default. Setting na_color explicitly restores the old "show in grey" behavior. Co-Authored-By: Claude Opus 4.6 --- src/spatialdata_plot/pl/basic.py | 11 +++++----- src/spatialdata_plot/pl/render.py | 20 ++++++++++++++++++ ...olors_from_uns_with_groups_and_palette.png | Bin 32661 -> 0 bytes ...bset_categorical_label_maintains_order.png | Bin 24871 -> 0 bytes ...maintains_order_when_palette_overwrite.png | Bin 24762 -> 0 bytes 5 files changed, 26 insertions(+), 5 deletions(-) delete mode 100644 tests/_images/Labels_respects_custom_colors_from_uns_with_groups_and_palette.png delete mode 100644 tests/_images/Labels_subset_categorical_label_maintains_order.png delete mode 100644 tests/_images/Labels_subset_categorical_label_maintains_order_when_palette_overwrite.png diff --git a/src/spatialdata_plot/pl/basic.py b/src/spatialdata_plot/pl/basic.py index 85dfdd89..8af4e177 100644 --- a/src/spatialdata_plot/pl/basic.py +++ b/src/spatialdata_plot/pl/basic.py @@ -213,8 +213,8 @@ def render_shapes( `fill_alpha` will overwrite the value present in the cmap. groups : list[str] | str | None When using `color` and the key represents discrete labels, `groups` can be used to show only a subset of - them. By default, non-matching elements are filtered out entirely (shapes and points only; labels are - raster-based and cannot be filtered). To show non-matching elements, set ``na_color`` explicitly. + them. By default, non-matching elements are hidden. To show non-matching elements, set ``na_color`` + explicitly. If element is None, broadcasting behaviour is attempted (use the same values for all elements). palette : list[str] | str | None Palette for discrete annotations. List of valid color names that should be used for the categories. Must @@ -399,8 +399,9 @@ def render_points( value is used instead. groups : list[str] | str | None When using `color` and the key represents discrete labels, `groups` can be used to show only a subset of - them. Other values are set to NA. If `element` is `None`, broadcasting behaviour is attempted (use the same - values for all elements). + them. By default, non-matching points are filtered out entirely. To show non-matching points, set + ``na_color`` explicitly. + If element is None, broadcasting behaviour is attempted (use the same values for all elements). palette : list[str] | str | None Palette for discrete annotations. List of valid color names that should be used for the categories. Must match the number of groups. If `element` is `None`, broadcasting behaviour is attempted (use the same values @@ -672,7 +673,7 @@ def render_labels( table_name to be used for the element if you would like a specific table to be used. groups : list[str] | str | None When using `color` and the key represents discrete labels, `groups` can be used to show only a subset of - them. Other values are set to NA. The list can contain multiple discrete labels to be visualized. + them. By default, non-matching labels are hidden. To show non-matching labels, set ``na_color`` explicitly. palette : list[str] | str | None Palette for discrete annotations. List of valid color names that should be used for the categories. Must match the number of groups. The list can contain multiple palettes (one per group) to be visualized. If diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index d59437c2..9cddb499 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -1531,6 +1531,26 @@ def _render_labels( else: assert color_source_vector is None + # When groups are specified, zero out non-matching label IDs so they render as background. + # Only show non-matching labels if the user explicitly sets na_color. + _na = render_params.cmap_params.na_color + if ( + groups is not None + and categorical + and color_source_vector is not None + and (_na.default_color_set or _na.alpha == "00") + ): + keep_vec = color_source_vector.isin(groups) + matching_ids = instance_id[keep_vec] + keep_mask = np.isin(label.values, matching_ids) + label = label.copy() + label.values[~keep_mask] = 0 + instance_id = instance_id[keep_vec] + color_source_vector = color_source_vector[keep_vec] + color_vector = color_vector[keep_vec] + if isinstance(color_vector.dtype, pd.CategoricalDtype): + color_vector = color_vector.remove_unused_categories() + def _draw_labels(seg_erosionpx: int | None, seg_boundaries: bool, alpha: float) -> matplotlib.image.AxesImage: labels = _map_color_seg( seg=label.values, diff --git a/tests/_images/Labels_respects_custom_colors_from_uns_with_groups_and_palette.png b/tests/_images/Labels_respects_custom_colors_from_uns_with_groups_and_palette.png deleted file mode 100644 index 46230f10287853f58864664fc2015faedcaebc66..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 32661 zcmW)o1yodB7l!HX?vn0Lx?8#(Qc7|tkrwG11(lGN?q+D|7?F~e4r!#34uSvp-?doG znql30=iIaRIs19v&3io^ReT&893&(pe04Qt10*Emc<{rEg#zArIqjK@gcR~ZU0LC| zf97F_U*-$Q{o`Z1-|dglBUjBQgT*9jdFkUMO!4wKob=&LDlsf7&y(^8c2pr`3g~3X z0$AbUOyNKE6v@??u$ftj44AT57yU|BPVY8GI&_+TjQ$uMJsKU|Pr!_`cbB?a^0M3s zT7mqh{h1|(GymNKQe!i%o-(ltSpt7dBt&_Z=)d;rYWJh1mU_oA3}J1}poi?YM>osI z!Lx!N&U5njCE@;mUUvO@yxxfOs~J=wW6$hZ4rRGz(V8MlG$2D4#8ZMmm>A-k^UCcs 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