From c2dd5d628e8970a90045824ec0099ef95df69833 Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Sun, 5 Apr 2026 17:55:16 +0200 Subject: [PATCH 1/4] Add gene_symbols parameter to render_shapes, render_points, render_labels (#247) Allow coloring by gene symbols when var_names are ENSEMBL IDs, mirroring scanpy's gene_symbols parameter. When provided, the code looks up the color key in the specified adata.var column and maps it back to the actual var_name before proceeding with the normal rendering pipeline. Co-Authored-By: Claude Opus 4.6 (1M context) --- src/spatialdata_plot/pl/basic.py | 18 ++++++++++++ src/spatialdata_plot/pl/utils.py | 48 +++++++++++++++++++++++++++----- tests/pl/test_render_labels.py | 7 +++++ tests/pl/test_render_points.py | 20 +++++++++++++ tests/pl/test_render_shapes.py | 9 ++++++ 5 files changed, 95 insertions(+), 7 deletions(-) diff --git a/src/spatialdata_plot/pl/basic.py b/src/spatialdata_plot/pl/basic.py index c8d68089..318580b9 100644 --- a/src/spatialdata_plot/pl/basic.py +++ b/src/spatialdata_plot/pl/basic.py @@ -182,6 +182,7 @@ def render_shapes( method: str | None = None, table_name: str | None = None, table_layer: str | None = None, + gene_symbols: str | None = None, shape: Literal["circle", "hex", "visium_hex", "square"] | None = None, colorbar: bool | str | None = "auto", colorbar_params: dict[str, object] | None = None, @@ -263,6 +264,10 @@ def render_shapes( table_layer: str | None Layer of the table to use for coloring if `color` is in :attr:`sdata.table.var_names`. If None, the data in :attr:`sdata.table.X` is used for coloring. + gene_symbols: str | None + Column name in :attr:`sdata.table.var` to use for looking up ``color``. Use this when + ``var_names`` are e.g. ENSEMBL IDs but you want to refer to genes by their symbols stored + in another column of ``var``. Mimics scanpy's ``gene_symbols`` parameter. shape: Literal["circle", "hex", "visium_hex", "square"] | None If None (default), the shapes are rendered as they are. Else, if either of "circle", "hex" or "square" is specified, the shapes are converted to a circle/hexagon/square before rendering. If "visium_hex" is @@ -313,6 +318,7 @@ def render_shapes( ds_reduction=kwargs.get("datashader_reduction"), colorbar=colorbar, colorbar_params=colorbar_params, + gene_symbols=gene_symbols, ) sdata = self._copy() @@ -370,6 +376,7 @@ def render_points( method: str | None = None, table_name: str | None = None, table_layer: str | None = None, + gene_symbols: str | None = None, colorbar: bool | str | None = "auto", colorbar_params: dict[str, object] | None = None, **kwargs: Any, @@ -434,6 +441,10 @@ def render_points( table_layer: str | None Layer of the table to use for coloring if `color` is in :attr:`sdata.table.var_names`. If None, the data in :attr:`sdata.table.X` is used for coloring. + gene_symbols: str | None + Column name in :attr:`sdata.table.var` to use for looking up ``color``. Use this when + ``var_names`` are e.g. ENSEMBL IDs but you want to refer to genes by their symbols stored + in another column of ``var``. Mimics scanpy's ``gene_symbols`` parameter. **kwargs : Any Additional arguments for customization. This can include: @@ -467,6 +478,7 @@ def render_points( ds_reduction=kwargs.get("datashader_reduction"), colorbar=colorbar, colorbar_params=colorbar_params, + gene_symbols=gene_symbols, ) if method is not None: @@ -706,6 +718,7 @@ def render_labels( colorbar_params: dict[str, object] | None = None, table_name: str | None = None, table_layer: str | None = None, + gene_symbols: str | None = None, **kwargs: Any, ) -> sd.SpatialData: """ @@ -775,6 +788,10 @@ def render_labels( table_layer: str | None Layer of the AnnData table to use for coloring if `color` is in :attr:`sdata.table.var_names`. If None, :attr:`sdata.table.X` of the default table is used for coloring. + gene_symbols: str | None + Column name in :attr:`sdata.table.var` to use for looking up ``color``. Use this when + ``var_names`` are e.g. ENSEMBL IDs but you want to refer to genes by their symbols stored + in another column of ``var``. Mimics scanpy's ``gene_symbols`` parameter. kwargs Additional arguments to be passed to cmap and norm. @@ -803,6 +820,7 @@ def render_labels( colorbar_params=colorbar_params, table_name=table_name, table_layer=table_layer, + gene_symbols=gene_symbols, ) sdata = self._copy() diff --git a/src/spatialdata_plot/pl/utils.py b/src/spatialdata_plot/pl/utils.py index 6068533f..f0aa17d0 100644 --- a/src/spatialdata_plot/pl/utils.py +++ b/src/spatialdata_plot/pl/utils.py @@ -2550,6 +2550,7 @@ def _validate_label_render_params( table_layer: str | None, colorbar: bool | str | None, colorbar_params: dict[str, object] | None, + gene_symbols: str | None = None, ) -> dict[str, dict[str, Any]]: param_dict: dict[str, Any] = { "sdata": sdata, @@ -2593,7 +2594,7 @@ def _validate_label_render_params( element_params[el]["col_for_color"] = None if (col_for_color := param_dict["col_for_color"]) is not None: col_for_color, table_name = _validate_col_for_column_table( - sdata, el, col_for_color, param_dict["table_name"], labels=True + sdata, el, col_for_color, param_dict["table_name"], labels=True, gene_symbols=gene_symbols ) element_params[el]["table_name"] = table_name element_params[el]["col_for_color"] = col_for_color @@ -2621,6 +2622,7 @@ def _validate_points_render_params( ds_reduction: str | None, colorbar: bool | str | None, colorbar_params: dict[str, object] | None, + gene_symbols: str | None = None, ) -> dict[str, dict[str, Any]]: param_dict: dict[str, Any] = { "sdata": sdata, @@ -2660,7 +2662,7 @@ def _validate_points_render_params( col_for_color = param_dict["col_for_color"] if col_for_color is not None: col_for_color, table_name = _validate_col_for_column_table( - sdata, el, col_for_color, param_dict["table_name"] + sdata, el, col_for_color, param_dict["table_name"], gene_symbols=gene_symbols ) element_params[el]["table_name"] = table_name element_params[el]["col_for_color"] = col_for_color @@ -2694,6 +2696,7 @@ def _validate_shape_render_params( ds_reduction: str | None, colorbar: bool | str | None, colorbar_params: dict[str, object] | None, + gene_symbols: str | None = None, ) -> dict[str, dict[str, Any]]: param_dict: dict[str, Any] = { "sdata": sdata, @@ -2743,7 +2746,7 @@ def _validate_shape_render_params( col_for_color = param_dict["col_for_color"] if col_for_color is not None: col_for_color, table_name = _validate_col_for_column_table( - sdata, el, col_for_color, param_dict["table_name"] + sdata, el, col_for_color, param_dict["table_name"], gene_symbols=gene_symbols ) element_params[el]["table_name"] = table_name element_params[el]["col_for_color"] = col_for_color @@ -2757,12 +2760,32 @@ def _validate_shape_render_params( return element_params +def _resolve_gene_symbols( + adata: AnnData, + col_for_color: str, + gene_symbols: str, +) -> str: + """Resolve a gene symbol to its var_name using an alternate var column. + + Mimics scanpy's ``gene_symbols`` behaviour: look up *col_for_color* in + ``adata.var[gene_symbols]`` and return the corresponding ``var_name`` + (i.e. the var index value). + """ + if gene_symbols not in adata.var.columns: + raise KeyError(f"Column '{gene_symbols}' not found in `adata.var`. Cannot use it as `gene_symbols` lookup.") + mask = adata.var[gene_symbols] == col_for_color + if not mask.any(): + raise KeyError(f"'{col_for_color}' not found in `adata.var['{gene_symbols}']`.") + return str(adata.var.index[mask][0]) + + def _validate_col_for_column_table( sdata: SpatialData, element_name: str, col_for_color: str | None, table_name: str | None, labels: bool = False, + gene_symbols: str | None = None, ) -> tuple[str | None, str | None]: if col_for_color is None: return None, None @@ -2775,9 +2798,13 @@ def _validate_col_for_column_table( logger.warning(f"Table '{table_name}' does not annotate element '{element_name}'.") raise KeyError(f"Table '{table_name}' does not annotate element '{element_name}'.") if col_for_color not in sdata[table_name].obs.columns and col_for_color not in sdata[table_name].var_names: - raise KeyError( - f"Column '{col_for_color}' not found in obs/var of table '{table_name}' for element '{element_name}'." - ) + if gene_symbols is not None: + col_for_color = _resolve_gene_symbols(sdata[table_name], col_for_color, gene_symbols) + else: + raise KeyError( + f"Column '{col_for_color}' not found in obs/var of table '{table_name}' " + f"for element '{element_name}'." + ) else: tables = get_element_annotators(sdata, element_name) if len(tables) == 0: @@ -2789,7 +2816,14 @@ def _validate_col_for_column_table( # Now check which tables contain the column for annotates in tables.copy(): if col_for_color not in sdata[annotates].obs.columns and col_for_color not in sdata[annotates].var_names: - tables.remove(annotates) + # Try gene_symbols fallback before discarding this table + if gene_symbols is not None: + try: + col_for_color = _resolve_gene_symbols(sdata[annotates], col_for_color, gene_symbols) + except KeyError: + tables.remove(annotates) + else: + tables.remove(annotates) if len(tables) == 0: raise KeyError( f"Unable to locate color key '{col_for_color}' for element '{element_name}'. " diff --git a/tests/pl/test_render_labels.py b/tests/pl/test_render_labels.py index ab7c158d..a19a3100 100644 --- a/tests/pl/test_render_labels.py +++ b/tests/pl/test_render_labels.py @@ -407,6 +407,13 @@ def test_plot_can_annotate_labels_with_nan_in_table_X_continuous(self, sdata_blo sdata_blobs["table"].X[0:5, 0] = np.nan sdata_blobs.pl.render_labels("blobs_labels", color="channel_0_sum").pl.show() + def test_plot_can_color_labels_by_gene_symbols(self, sdata_blobs: SpatialData): + """Color labels by gene symbol alias instead of var_name (#247).""" + sdata_blobs["table"].var["gene_symbol"] = ["GeneA", "GeneB", "GeneC"] + sdata_blobs.pl.render_labels( + "blobs_labels", color="GeneA", table_name="table", gene_symbols="gene_symbol" + ).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_points.py b/tests/pl/test_render_points.py index 68880640..bdb3218a 100644 --- a/tests/pl/test_render_points.py +++ b/tests/pl/test_render_points.py @@ -627,6 +627,26 @@ def test_plot_sampled_points_categorical_color_datashader(self): """Regression test for #358: .sample() must not shuffle categorical colors.""" self._make_sampled_sdata().pl.render_points("pts", color="cluster", method="datashader").pl.show() + def test_plot_can_color_points_by_gene_symbols(self, sdata_blobs: SpatialData): + """Color points by gene symbol alias instead of var_name (#247).""" + rng = get_standard_RNG() + pts = sdata_blobs["blobs_points"].compute() + n_obs = len(pts) + # Assign unique instance IDs to each point + pts["instance_id"] = np.arange(n_obs) + sdata_blobs["blobs_points"] = PointsModel.parse(pts) + adata = AnnData( + X=rng.random((n_obs, 3)), + var=pd.DataFrame({"gene_symbol": ["GeneA", "GeneB", "GeneC"]}, index=["f0", "f1", "f2"]), + ) + adata.obs["region"] = pd.Categorical(["blobs_points"] * n_obs) + adata.obs["instance_id"] = np.arange(n_obs) + table = TableModel.parse(adata, region="blobs_points", region_key="region", instance_key="instance_id") + sdata_blobs["table"] = table + sdata_blobs.pl.render_points( + "blobs_points", color="GeneA", table_name="table", gene_symbols="gene_symbol", size=10 + ).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.""" diff --git a/tests/pl/test_render_shapes.py b/tests/pl/test_render_shapes.py index 9374791e..5bbd44e4 100644 --- a/tests/pl/test_render_shapes.py +++ b/tests/pl/test_render_shapes.py @@ -1009,6 +1009,15 @@ def test_plot_groups_na_color_none_filters_shapes_datashader(self, sdata_blobs: ax=axs[1], title="default (filtered)" ) + def test_plot_can_color_shapes_by_gene_symbols(self, sdata_blobs: SpatialData): + """Color shapes by gene symbol alias instead of var_name (#247).""" + sdata_blobs["table"].obs["region"] = pd.Categorical(["blobs_circles"] * sdata_blobs["table"].n_obs) + sdata_blobs["table"].uns["spatialdata_attrs"]["region"] = "blobs_circles" + sdata_blobs["table"].var["gene_symbol"] = ["GeneA", "GeneB", "GeneC"] + sdata_blobs.pl.render_shapes( + "blobs_circles", color="GeneA", table_name="table", gene_symbols="gene_symbol" + ).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.""" From 19a3fc90ba1daf475ba3c72b7f28af3146ac082f Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Sun, 5 Apr 2026 18:08:24 +0200 Subject: [PATCH 2/4] Fix col_for_color mutation during multi-table iteration, add unit tests MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Avoid mutating col_for_color inside the auto-detect loop — resolve gene symbol to var_name only once after the table is selected. Add non-visual tests for the auto-detect path, missing symbol, and missing column error cases. Co-Authored-By: Claude Opus 4.6 (1M context) --- src/spatialdata_plot/pl/utils.py | 9 ++++++++- tests/pl/test_render_shapes.py | 29 +++++++++++++++++++++++++++++ 2 files changed, 37 insertions(+), 1 deletion(-) diff --git a/src/spatialdata_plot/pl/utils.py b/src/spatialdata_plot/pl/utils.py index f0aa17d0..6304b20b 100644 --- a/src/spatialdata_plot/pl/utils.py +++ b/src/spatialdata_plot/pl/utils.py @@ -2819,7 +2819,7 @@ def _validate_col_for_column_table( # Try gene_symbols fallback before discarding this table if gene_symbols is not None: try: - col_for_color = _resolve_gene_symbols(sdata[annotates], col_for_color, gene_symbols) + _resolve_gene_symbols(sdata[annotates], col_for_color, gene_symbols) except KeyError: tables.remove(annotates) else: @@ -2832,6 +2832,13 @@ def _validate_col_for_column_table( table_name = next(iter(tables)) if len(tables) > 1: logger.warning(f"Multiple tables contain column '{col_for_color}', using table '{table_name}'.") + # Resolve gene symbol to var_name using the selected table + if ( + gene_symbols is not None + and col_for_color not in sdata[table_name].obs.columns + and col_for_color not in sdata[table_name].var_names + ): + col_for_color = _resolve_gene_symbols(sdata[table_name], col_for_color, gene_symbols) return col_for_color, table_name diff --git a/tests/pl/test_render_shapes.py b/tests/pl/test_render_shapes.py index 5bbd44e4..51d48cbc 100644 --- a/tests/pl/test_render_shapes.py +++ b/tests/pl/test_render_shapes.py @@ -1019,6 +1019,35 @@ def test_plot_can_color_shapes_by_gene_symbols(self, sdata_blobs: SpatialData): ).pl.show() +def test_gene_symbols_auto_detect_table(sdata_blobs: SpatialData): + """gene_symbols resolves correctly without explicit table_name (#247).""" + sdata_blobs["table"].obs["region"] = pd.Categorical(["blobs_circles"] * sdata_blobs["table"].n_obs) + sdata_blobs["table"].uns["spatialdata_attrs"]["region"] = "blobs_circles" + sdata_blobs["table"].var["gene_symbol"] = ["GeneA", "GeneB", "GeneC"] + # No table_name — auto-detect path + sdata_blobs.pl.render_shapes("blobs_circles", color="GeneA", gene_symbols="gene_symbol").pl.show() + plt.close("all") + + +def test_gene_symbols_missing_symbol_raises(sdata_blobs: SpatialData): + """gene_symbols raises KeyError when the symbol is not found (#247).""" + sdata_blobs["table"].obs["region"] = pd.Categorical(["blobs_circles"] * sdata_blobs["table"].n_obs) + sdata_blobs["table"].uns["spatialdata_attrs"]["region"] = "blobs_circles" + sdata_blobs["table"].var["gene_symbol"] = ["GeneA", "GeneB", "GeneC"] + with pytest.raises(KeyError, match="Unable to locate color key 'NoSuchGene'"): + sdata_blobs.pl.render_shapes("blobs_circles", color="NoSuchGene", gene_symbols="gene_symbol").pl.show() + + +def test_gene_symbols_missing_column_raises(sdata_blobs: SpatialData): + """gene_symbols raises KeyError when the var column doesn't exist (#247).""" + sdata_blobs["table"].obs["region"] = pd.Categorical(["blobs_circles"] * sdata_blobs["table"].n_obs) + sdata_blobs["table"].uns["spatialdata_attrs"]["region"] = "blobs_circles" + with pytest.raises(KeyError, match="not found in `adata.var`"): + sdata_blobs.pl.render_shapes( + "blobs_circles", color="GeneA", table_name="table", gene_symbols="nonexistent_col" + ).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") From 480890e70715e9dc47b5e3da8fb7c12deeefc48e Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Sun, 5 Apr 2026 18:18:50 +0200 Subject: [PATCH 3/4] Warn on duplicate gene symbols, cache resolved var_name in auto-detect loop Avoid calling _resolve_gene_symbols twice for the winning table by caching the result during the filtering loop. Add a warning when a gene symbol maps to multiple var_names. Co-Authored-By: Claude Opus 4.6 (1M context) --- src/spatialdata_plot/pl/utils.py | 19 ++++++++++--------- 1 file changed, 10 insertions(+), 9 deletions(-) diff --git a/src/spatialdata_plot/pl/utils.py b/src/spatialdata_plot/pl/utils.py index 6304b20b..77b16e0c 100644 --- a/src/spatialdata_plot/pl/utils.py +++ b/src/spatialdata_plot/pl/utils.py @@ -2776,6 +2776,12 @@ def _resolve_gene_symbols( mask = adata.var[gene_symbols] == col_for_color if not mask.any(): raise KeyError(f"'{col_for_color}' not found in `adata.var['{gene_symbols}']`.") + n_matches = mask.sum() + if n_matches > 1: + logger.warning( + f"Gene symbol '{col_for_color}' maps to {n_matches} var_names in column '{gene_symbols}'. " + f"Using the first match: '{adata.var.index[mask][0]}'." + ) return str(adata.var.index[mask][0]) @@ -2814,12 +2820,12 @@ def _validate_col_for_column_table( "Please ensure the element is annotated by at least one table." ) # Now check which tables contain the column + resolved_var_name: str | None = None for annotates in tables.copy(): if col_for_color not in sdata[annotates].obs.columns and col_for_color not in sdata[annotates].var_names: - # Try gene_symbols fallback before discarding this table if gene_symbols is not None: try: - _resolve_gene_symbols(sdata[annotates], col_for_color, gene_symbols) + resolved_var_name = _resolve_gene_symbols(sdata[annotates], col_for_color, gene_symbols) except KeyError: tables.remove(annotates) else: @@ -2832,13 +2838,8 @@ def _validate_col_for_column_table( table_name = next(iter(tables)) if len(tables) > 1: logger.warning(f"Multiple tables contain column '{col_for_color}', using table '{table_name}'.") - # Resolve gene symbol to var_name using the selected table - if ( - gene_symbols is not None - and col_for_color not in sdata[table_name].obs.columns - and col_for_color not in sdata[table_name].var_names - ): - col_for_color = _resolve_gene_symbols(sdata[table_name], col_for_color, gene_symbols) + if resolved_var_name is not None: + col_for_color = resolved_var_name return col_for_color, table_name From 49eddb62194af97c0024298e826df34d82902544 Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Sun, 5 Apr 2026 18:27:04 +0200 Subject: [PATCH 4/4] Add baseline images for gene_symbols visual tests Generated from CI runner (py3.11-stable). 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