From 5392f573e9eef0604402faa6a5f23defe0935882 Mon Sep 17 00:00:00 2001 From: Sonja Stockhaus Date: Mon, 3 Mar 2025 19:40:52 +0100 Subject: [PATCH 01/12] nan handling for continuous and categorical coloring --- src/spatialdata_plot/pl/utils.py | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/src/spatialdata_plot/pl/utils.py b/src/spatialdata_plot/pl/utils.py index 03941dd8..efca008a 100644 --- a/src/spatialdata_plot/pl/utils.py +++ b/src/spatialdata_plot/pl/utils.py @@ -361,13 +361,15 @@ def _get_collection_shape( c = cmap(c) else: try: - norm = colors.Normalize(vmin=min(c), vmax=max(c)) if norm is None else norm + norm = colors.Normalize(vmin=np.nanmin(c), vmax=np.nanmax(c)) if norm is None else norm except ValueError as e: raise ValueError( "Could not convert values in the `color` column to float, if `color` column represents" " categories, set the column to categorical dtype." ) from e - c = cmap(norm(c)) + # normalize only the not nan values, else the whole array would contain only nan values + c[~c.isnull()] = norm(c[~c.isnull()]) + c = cmap(c) fill_c = ColorConverter().to_rgba_array(c) fill_c[..., -1] *= render_params.fill_alpha @@ -769,6 +771,9 @@ def _set_color_source_vec( # do not rename categories, as colors need not be unique color_vector = color_source_vector.map(color_mapping) + # nan handling + color_vector = color_vector.add_categories(na_color) + color_vector[pd.isna(color_vector)] = na_color return color_source_vector, color_vector, True From d7a6d17517026aabef17b6dbd197f6fd03b1e95f Mon Sep 17 00:00:00 2001 From: Sonja Stockhaus Date: Wed, 5 Mar 2025 17:30:58 +0100 Subject: [PATCH 02/12] also plot nonfinite points so that we see nans --- src/spatialdata_plot/pl/render.py | 1 + 1 file changed, 1 insertion(+) diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index 5bafe7a8..e10a9699 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -677,6 +677,7 @@ def _render_points( alpha=render_params.alpha, transform=trans_data, zorder=render_params.zorder, + plotnonfinite=True, # nan points should be rendered as well ) cax = ax.add_collection(_cax) if update_parameters: From ac4677f4b6f8d07871ebdbcef638b10e72a64adc Mon Sep 17 00:00:00 2001 From: Sonja Stockhaus Date: Tue, 11 Mar 2025 21:38:12 +0100 Subject: [PATCH 03/12] fix behavior for labels (continuous and categorical) --- src/spatialdata_plot/pl/utils.py | 16 +++++++++++++--- 1 file changed, 13 insertions(+), 3 deletions(-) diff --git a/src/spatialdata_plot/pl/utils.py b/src/spatialdata_plot/pl/utils.py index efca008a..be0b52bd 100644 --- a/src/spatialdata_plot/pl/utils.py +++ b/src/spatialdata_plot/pl/utils.py @@ -797,15 +797,25 @@ def _map_color_seg( if pd.api.types.is_categorical_dtype(color_vector.dtype): # Case A: users wants to plot a categorical column - if np.any(color_source_vector.isna()): - cell_id[color_source_vector.isna()] = 0 + + # TODO: remove + # in seg, the value 0 depicts the background, so this leads to the bg being mapped to the NaN color + # the actual label(s) with na in the color_source_vector don't have their id in cell_id anymore, so they're + # mapped to nothing! => would look like background + # if np.any(color_source_vector.isna()): + # cell_id[color_source_vector.isna()] = 0 val_im: ArrayLike = map_array(seg.copy(), cell_id, color_vector.codes + 1) cols = colors.to_rgba_array(color_vector.categories) elif pd.api.types.is_numeric_dtype(color_vector.dtype): # Case B: user wants to plot a continous column if isinstance(color_vector, pd.Series): color_vector = color_vector.to_numpy() - cols = cmap_params.cmap(cmap_params.norm(color_vector)) + # normalize only the not nan values, else the whole array would contain only nan values + normed_color_vector = color_vector.copy() + normed_color_vector[~np.isnan(normed_color_vector)] = cmap_params.norm( + normed_color_vector[~np.isnan(normed_color_vector)] + ) + cols = cmap_params.cmap(normed_color_vector) val_im = map_array(seg.copy(), cell_id, cell_id) else: # Case C: User didn't specify any colors From edbcb88403d71df2a55ba8238d7e603522e6ef88 Mon Sep 17 00:00:00 2001 From: Sonja Stockhaus Date: Tue, 18 Mar 2025 21:20:32 +0100 Subject: [PATCH 04/12] fix ds coloring by values in table and by categorical with nan --- src/spatialdata_plot/pl/render.py | 16 +++++++++++++++- 1 file changed, 15 insertions(+), 1 deletion(-) diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index e10a9699..bf9e2893 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -207,6 +207,8 @@ def _render_shapes( aggregate_with_reduction = None if col_for_color is not None and (render_params.groups is None or len(render_params.groups) > 1): if color_by_categorical: + # add nan as a category so that shapes with nan value are colored in the nan color + transformed_element[col_for_color] = transformed_element[col_for_color].cat.add_categories("nan") agg = cvs.polygons(transformed_element, geometry="geometry", agg=ds.by(col_for_color, ds.count())) else: reduction_name = render_params.ds_reduction if render_params.ds_reduction is not None else "mean" @@ -562,6 +564,14 @@ def _render_points( # use datashader for the visualization of points cvs = ds.Canvas(plot_width=plot_width, plot_height=plot_height, x_range=x_ext, y_range=y_ext) + # in case we are coloring by a column in table + if col_for_color is not None and col_for_color not in transformed_element.columns: + if color_source_vector is not None: + transformed_element = transformed_element.assign(col_for_color=pd.Series(color_source_vector)) + else: + transformed_element = transformed_element.assign(col_for_color=pd.Series(color_vector)) + transformed_element = transformed_element.rename(columns={"col_for_color": col_for_color}) + color_by_categorical = col_for_color is not None and transformed_element[col_for_color].values.dtype in ( object, "categorical", @@ -571,6 +581,9 @@ def _render_points( aggregate_with_reduction = None if col_for_color is not None and (render_params.groups is None or len(render_params.groups) > 1): if color_by_categorical: + # add nan as category so that nan points are shown in the nan color + transformed_element[col_for_color] = transformed_element[col_for_color].cat.as_known() + transformed_element[col_for_color] = transformed_element[col_for_color].cat.add_categories("nan") 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" @@ -580,7 +593,8 @@ def _render_points( ) agg = _datashader_aggregate_with_function( render_params.ds_reduction, cvs, transformed_element, col_for_color, "points" - ) + ) # TODO: if color column contains NaN values, compute a second aggregation (only with NaN), + # maybe using ==NaN and then "any" as reduction => render grey and then layer colored points on top # save min and max values for drawing the colorbar aggregate_with_reduction = (agg.min(), agg.max()) else: From 1bd923787d2e34f06121bb44f44dcb51ccfd598a Mon Sep 17 00:00:00 2001 From: Sonja Stockhaus Date: Thu, 20 Mar 2025 15:35:12 +0100 Subject: [PATCH 05/12] fix introduced mpl shapes cbar bug, ds continuous case: render nan points/shapes separately before colored --- src/spatialdata_plot/pl/render.py | 72 ++++++++++++++++++++++++++++--- 1 file changed, 67 insertions(+), 5 deletions(-) diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index bf9e2893..a6a94c24 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -204,7 +204,9 @@ def _render_shapes( transformed_element[col_for_color] = color_vector if color_source_vector is None else color_source_vector # Render shapes with datashader color_by_categorical = col_for_color is not None and color_source_vector is not None + 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 color_by_categorical: # add nan as a category so that shapes with nan value are colored in the nan color @@ -221,6 +223,13 @@ def _render_shapes( ) # save min and max values for drawing the colorbar aggregate_with_reduction = (agg.min(), agg.max()) + + # nan shapes need to be rendered separately (else: invisible, bc nan is skipped by aggregation methods) + transformed_element_nan_color = transformed_element[transformed_element[col_for_color].isnull()] + if len(transformed_element_nan_color) > 0: + continuous_nan_shapes = _datashader_aggregate_with_function( + "any", cvs, transformed_element_nan_color, None, "shapes" + ) else: agg = cvs.polygons(transformed_element, geometry="geometry", agg=ds.count()) # render outlines if needed @@ -281,6 +290,18 @@ def _render_shapes( min_alpha=np.min([254, render_params.fill_alpha * 255]), ) + if continuous_nan_shapes is not None: + # for coloring by continuous variable: render nan shapes separately + nan_color = render_params.cmap_params.na_color + if isinstance(nan_color, str) and nan_color.startswith("#") and len(nan_color) == 9: + nan_color = nan_color[:7] + continuous_nan_shapes = ds.tf.shade( + continuous_nan_shapes, + cmap=nan_color, + how="linear", + min_alpha=np.min([254, render_params.fill_alpha * 255]), + ) + # shade outlines if needed outline_color = render_params.outline_params.outline_color if isinstance(outline_color, str) and outline_color.startswith("#") and len(outline_color) == 9: @@ -298,6 +319,17 @@ def _render_shapes( how="linear", ) + if continuous_nan_shapes is not None: + # for coloring by continuous variable: render nan points separately + rgba_image_nan, trans_data_nan = _create_image_from_datashader_result(continuous_nan_shapes, factor, ax) + _ax_show_and_transform( + rgba_image_nan, + trans_data_nan, + ax, + zorder=render_params.zorder, + alpha=render_params.fill_alpha, + extent=x_ext + y_ext, + ) rgba_image, trans_data = _create_image_from_datashader_result(ds_result, factor, ax) _cax = _ax_show_and_transform( rgba_image, @@ -335,7 +367,7 @@ def _render_shapes( _cax = _get_collection_shape( shapes=shapes, s=render_params.scale, - c=color_vector, + c=color_vector.copy(), # copy bc c is modified in _get_collection_shape render_params=render_params, rasterized=sc_settings._vector_friendly, cmap=render_params.cmap_params.cmap, @@ -355,8 +387,8 @@ def _render_shapes( # If the user passed a Normalize object with vmin/vmax we'll use those, # if not we'll use the min/max of the color_vector _cax.set_clim( - vmin=render_params.cmap_params.norm.vmin or min(color_vector), - vmax=render_params.cmap_params.norm.vmax or max(color_vector), + vmin=render_params.cmap_params.norm.vmin or np.nanmin(color_vector), + vmax=render_params.cmap_params.norm.vmax or np.nanmax(color_vector), ) if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex(render_params.cmap_params.na_color): @@ -578,7 +610,9 @@ def _render_points( ) if color_by_categorical and transformed_element[col_for_color].values.dtype == object: transformed_element[col_for_color] = transformed_element[col_for_color].astype("category") + aggregate_with_reduction = None + continuous_nan_points = None if col_for_color is not None and (render_params.groups is None or len(render_params.groups) > 1): if color_by_categorical: # add nan as category so that nan points are shown in the nan color @@ -593,10 +627,15 @@ def _render_points( ) agg = _datashader_aggregate_with_function( render_params.ds_reduction, cvs, transformed_element, col_for_color, "points" - ) # TODO: if color column contains NaN values, compute a second aggregation (only with NaN), - # maybe using ==NaN and then "any" as reduction => render grey and then layer colored points on top + ) # save min and max values for drawing the colorbar aggregate_with_reduction = (agg.min(), agg.max()) + # nan points need to be rendered separately (else: invisible, bc nan is skipped by aggregation methods) + transformed_element_nan_color = transformed_element[transformed_element[col_for_color].isnull()] + if len(transformed_element_nan_color) > 0: + continuous_nan_points = _datashader_aggregate_with_function( + "any", cvs, transformed_element_nan_color, None, "points" + ) else: agg = cvs.points(transformed_element, "x", "y", agg=ds.count()) @@ -655,6 +694,29 @@ def _render_points( how="linear", ) + if continuous_nan_points is not None: + # for coloring by continuous variable: render nan points separately + nan_color = render_params.cmap_params.na_color + if isinstance(nan_color, str) and nan_color.startswith("#") and len(nan_color) == 9: + nan_color = nan_color[:7] + continuous_nan_points = ds.tf.spread(continuous_nan_points, px=px, how=spread_how) + continuous_nan_points = ds.tf.shade( + continuous_nan_points, + cmap=nan_color, + how="linear", + ) + + if continuous_nan_points is not None: + # for coloring by continuous variable: render nan points separately + rgba_image_nan, trans_data_nan = _create_image_from_datashader_result(continuous_nan_points, factor, ax) + _ax_show_and_transform( + rgba_image_nan, + trans_data_nan, + ax, + zorder=render_params.zorder, + alpha=render_params.alpha, + extent=x_ext + y_ext, + ) rgba_image, trans_data = _create_image_from_datashader_result(ds_result, factor, ax) _ax_show_and_transform( rgba_image, From da69a4299eb466946e480787b0a479fa9da437f7 Mon Sep 17 00:00:00 2001 From: Sonja Stockhaus Date: Mon, 24 Mar 2025 21:08:40 +0100 Subject: [PATCH 06/12] fix label color vector dtype for int annotation --- src/spatialdata_plot/pl/utils.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/spatialdata_plot/pl/utils.py b/src/spatialdata_plot/pl/utils.py index be0b52bd..d8de2ecd 100644 --- a/src/spatialdata_plot/pl/utils.py +++ b/src/spatialdata_plot/pl/utils.py @@ -811,7 +811,7 @@ def _map_color_seg( if isinstance(color_vector, pd.Series): color_vector = color_vector.to_numpy() # normalize only the not nan values, else the whole array would contain only nan values - normed_color_vector = color_vector.copy() + normed_color_vector = color_vector.copy().astype(float) normed_color_vector[~np.isnan(normed_color_vector)] = cmap_params.norm( normed_color_vector[~np.isnan(normed_color_vector)] ) From afe7f6a8d5d2696550809c652e8fbd352dc266a6 Mon Sep 17 00:00:00 2001 From: Sonja Stockhaus Date: Tue, 25 Mar 2025 21:01:58 +0100 Subject: [PATCH 07/12] add tests --- src/spatialdata_plot/pl/render.py | 2 +- tests/conftest.py | 38 ++++++++++++++++++++++ tests/pl/test_render_labels.py | 12 +++++++ tests/pl/test_render_points.py | 52 +++++++++++++++++++++++++++++++ tests/pl/test_render_shapes.py | 52 +++++++++++++++++++++++++++++++ 5 files changed, 155 insertions(+), 1 deletion(-) diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index a6a94c24..bd5d4f81 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -699,7 +699,7 @@ def _render_points( nan_color = render_params.cmap_params.na_color if isinstance(nan_color, str) and nan_color.startswith("#") and len(nan_color) == 9: nan_color = nan_color[:7] - continuous_nan_points = ds.tf.spread(continuous_nan_points, px=px, how=spread_how) + continuous_nan_points = ds.tf.spread(continuous_nan_points, px=px, how="max") continuous_nan_points = ds.tf.shade( continuous_nan_points, cmap=nan_color, diff --git a/tests/conftest.py b/tests/conftest.py index 27adff68..370b9af9 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -149,6 +149,44 @@ def test_sdata_multiple_images_diverging_dims(): return sdata +@pytest.fixture +def sdata_blobs_points_with_nans_in_table() -> SpatialData: + """Get blobs sdata where the table annotates the points and includes nan values""" + blob = blobs() + n_obs = len(blob["blobs_points"]) + adata = AnnData(RNG.normal(size=(n_obs, 2))) + adata.X[0:30, 0] = np.nan + adata.var = pd.DataFrame({}, index=["col1", "col2"]) + adata.obs = pd.DataFrame(RNG.normal(size=(n_obs, 3)), columns=["cola", "colb", "colc"]) + adata.obs.loc[0:30, "cola"] = np.nan + adata.obs["instance_id"] = np.arange(adata.n_obs) + adata.obs["category"] = pd.Series(["a", "b", np.nan] * 50, dtype="category") + adata.obs["instance_id"] = list(range(adata.n_obs)) + adata.obs["region"] = "blobs_points" + table = TableModel.parse(adata=adata, region_key="region", instance_key="instance_id", region="blobs_points") + blob["table"] = table + return blob + + +@pytest.fixture +def sdata_blobs_shapes_with_nans_in_table() -> SpatialData: + """Get blobs sdata where the table annotates the shapes and includes nan values""" + blob = blobs() + n_obs = len(blob["blobs_polygons"]) + adata = AnnData(RNG.normal(size=(n_obs, 2))) + adata.X[0, 0] = np.nan + adata.var = pd.DataFrame({}, index=["col1", "col2"]) + adata.obs = pd.DataFrame(RNG.normal(size=(n_obs, 3)), columns=["cola", "colb", "colc"]) + adata.obs.loc[0, "cola"] = np.nan + adata.obs["instance_id"] = np.arange(adata.n_obs) + adata.obs["category"] = pd.Series(["a", "b", np.nan, "c", "a"], dtype="category") + adata.obs["instance_id"] = list(range(adata.n_obs)) + adata.obs["region"] = "blobs_polygons" + table = TableModel.parse(adata=adata, region_key="region", instance_key="instance_id", region="blobs_polygons") + blob["table"] = table + return blob + + # Code below taken from spatialdata main repo diff --git a/tests/pl/test_render_labels.py b/tests/pl/test_render_labels.py index d7697bd7..8f3a5717 100644 --- a/tests/pl/test_render_labels.py +++ b/tests/pl/test_render_labels.py @@ -237,3 +237,15 @@ def _make_tablemodel_with_categorical_labels(self, sdata_blobs, labels_name: str def test_plot_can_annotate_labels_with_table_layer(self, sdata_blobs: SpatialData): sdata_blobs["table"].layers["normalized"] = RNG.random(sdata_blobs["table"].X.shape) sdata_blobs.pl.render_labels("blobs_labels", color="channel_0_sum", table_layer="normalized").pl.show() + + def test_plot_can_annotate_labels_with_nan_in_table_obs_categorical(self, sdata_blobs: SpatialData): + sdata_blobs.table.obs["cat_color"] = pd.Categorical(["a", "b", "b", "a", "b"] * 5 + [np.nan]) + sdata_blobs.pl.render_labels("blobs_labels", color="cat_color").pl.show() + + def test_plot_can_annotate_labels_with_nan_in_table_obs_continuous(self, sdata_blobs: SpatialData): + sdata_blobs["table"].obs["cont_color"] = [np.nan, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] * 2 + sdata_blobs.pl.render_labels("blobs_labels", color="cont_color").pl.show() + + def test_plot_can_annotate_labels_with_nan_in_table_X_continuous(self, sdata_blobs: SpatialData): + sdata_blobs["table"].X[0:5, 0] = np.nan + sdata_blobs.pl.render_labels("blobs_labels", color="channel_0_sum").pl.show() diff --git a/tests/pl/test_render_points.py b/tests/pl/test_render_points.py index 3ddef2bb..71cb0a6c 100644 --- a/tests/pl/test_render_points.py +++ b/tests/pl/test_render_points.py @@ -299,3 +299,55 @@ def test_plot_can_annotate_points_with_table_layer(self, sdata_blobs: SpatialDat sdata_blobs["points_table"].layers["normalized"] = RNG.random((nrows, ncols)) sdata_blobs.pl.render_points("blobs_points", color="feature0", size=10, table_layer="normalized").pl.show() + + def test_plot_can_annotate_points_with_nan_in_table_obs_categorical( + self, sdata_blobs_points_with_nans_in_table: SpatialData + ): + sdata_blobs_points_with_nans_in_table.pl.render_points("blobs_points", color="category", size=30).pl.show() + + def test_plot_can_annotate_points_with_nan_in_table_obs_categorical_datashader( + self, sdata_blobs_points_with_nans_in_table: SpatialData + ): + sdata_blobs_points_with_nans_in_table.pl.render_points( + "blobs_points", color="category", size=40, method="datashader" + ).pl.show() + + def test_plot_can_annotate_points_with_nan_in_table_obs_continuous( + self, sdata_blobs_points_with_nans_in_table: SpatialData + ): + sdata_blobs_points_with_nans_in_table.pl.render_points("blobs_points", color="cola", size=30).pl.show() + + def test_plot_can_annotate_points_with_nan_in_table_obs_continuous_datashader( + self, sdata_blobs_points_with_nans_in_table: SpatialData + ): + sdata_blobs_points_with_nans_in_table.pl.render_points( + "blobs_points", color="cola", size=40, method="datashader" + ).pl.show() + + def test_plot_can_annotate_points_with_nan_in_table_X_continuous( + self, sdata_blobs_points_with_nans_in_table: SpatialData + ): + sdata_blobs_points_with_nans_in_table.pl.render_points("blobs_points", color="col1", size=30).pl.show() + + def test_plot_can_annotate_points_with_nan_in_table_X_continuous_datashader( + self, sdata_blobs_points_with_nans_in_table: SpatialData + ): + sdata_blobs_points_with_nans_in_table.pl.render_points( + "blobs_points", color="col1", size=40, method="datashader" + ).pl.show() + + def test_plot_can_annotate_points_with_nan_in_df_categorical(self, sdata_blobs: SpatialData): + sdata_blobs["blobs_points"]["cat_color"] = pd.Series([np.nan, "a", "b", "c"] * 50, dtype="category") + sdata_blobs.pl.render_points("blobs_points", color="cat_color", size=30).pl.show() + + def test_plot_can_annotate_points_with_nan_in_df_categorical_datashader(self, sdata_blobs: SpatialData): + sdata_blobs["blobs_points"]["cat_color"] = pd.Series([np.nan, "a", "b", "c"] * 50, dtype="category") + sdata_blobs.pl.render_points("blobs_points", color="cat_color", size=40, method="datashader").pl.show() + + def test_plot_can_annotate_points_with_nan_in_de_continuous(self, sdata_blobs: SpatialData): + 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=30).pl.show() + + def test_plot_can_annotate_points_with_nan_in_de_continuous_datashader(self, sdata_blobs: SpatialData): + 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() diff --git a/tests/pl/test_render_shapes.py b/tests/pl/test_render_shapes.py index 7abb0783..c9631a12 100644 --- a/tests/pl/test_render_shapes.py +++ b/tests/pl/test_render_shapes.py @@ -474,3 +474,55 @@ def test_plot_can_annotate_shapes_with_table_layer(self, sdata_blobs: SpatialDat sdata_blobs["circle_table"].layers["normalized"] = RNG.random((nrows, ncols)) sdata_blobs.pl.render_shapes("blobs_circles", color="feature0", table_layer="normalized").pl.show() + + def test_plot_can_annotate_shapes_with_nan_in_table_obs_categorical( + self, sdata_blobs_shapes_with_nans_in_table: SpatialData + ): + sdata_blobs_shapes_with_nans_in_table.pl.render_shapes("blobs_polygons", color="category").pl.show() + + def test_plot_can_annotate_shapes_with_nan_in_table_obs_categorical_datashader( + self, sdata_blobs_shapes_with_nans_in_table: SpatialData + ): + sdata_blobs_shapes_with_nans_in_table.pl.render_shapes( + "blobs_polygons", color="category", method="datashader" + ).pl.show() + + def test_plot_can_annotate_shapes_with_nan_in_table_obs_continuous( + self, sdata_blobs_shapes_with_nans_in_table: SpatialData + ): + sdata_blobs_shapes_with_nans_in_table.pl.render_shapes("blobs_polygons", color="cola").pl.show() + + def test_plot_can_annotate_shapes_with_nan_in_table_obs_continuous_datashader( + self, sdata_blobs_shapes_with_nans_in_table: SpatialData + ): + sdata_blobs_shapes_with_nans_in_table.pl.render_shapes( + "blobs_polygons", color="cola", method="datashader" + ).pl.show() + + def test_plot_can_annotate_shapes_with_nan_in_table_X_continuous( + self, sdata_blobs_shapes_with_nans_in_table: SpatialData + ): + sdata_blobs_shapes_with_nans_in_table.pl.render_shapes("blobs_polygons", color="col1").pl.show() + + def test_plot_can_annotate_shapes_with_nan_in_table_X_continuous_datashader( + self, sdata_blobs_shapes_with_nans_in_table: SpatialData + ): + sdata_blobs_shapes_with_nans_in_table.pl.render_shapes( + "blobs_polygons", color="col1", method="datashader" + ).pl.show() + + def test_plot_can_annotate_shapes_with_nan_in_df_categorical(self, sdata_blobs: SpatialData): + sdata_blobs["blobs_polygons"]["cat_color"] = pd.Series([np.nan, "x", "x", "y", "y"], dtype="category") + sdata_blobs.pl.render_shapes("blobs_polygons", color="cat_color").pl.show() + + def test_plot_can_annotate_shapes_with_nan_in_df_categorical_datashader(self, sdata_blobs: SpatialData): + sdata_blobs["blobs_polygons"]["cat_color"] = pd.Series([np.nan, "x", "x", "y", "y"], dtype="category") + sdata_blobs.pl.render_shapes("blobs_polygons", color="cat_color", method="datashader").pl.show() + + def test_plot_can_annotate_shapes_with_nan_in_df_continuous(self, sdata_blobs: SpatialData): + sdata_blobs["blobs_polygons"]["cont_color"] = [np.nan, 2, 3, 4, 5] + sdata_blobs.pl.render_shapes("blobs_polygons", color="cont_color").pl.show() + + def test_plot_can_annotate_shapes_with_nan_in_df_continuous_datashader(self, sdata_blobs: SpatialData): + 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() From 673f0ad90ab0adc4220c8cc8a22c76f1ebd72a87 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 25 Mar 2025 20:03:14 +0000 Subject: [PATCH 08/12] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- tests/conftest.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/tests/conftest.py b/tests/conftest.py index 02764d0f..47e198bc 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -186,6 +186,8 @@ def sdata_blobs_shapes_with_nans_in_table() -> SpatialData: table = TableModel.parse(adata=adata, region_key="region", instance_key="instance_id", region="blobs_polygons") blob["table"] = table return blob + + def sdata_blobs_shapes_annotated() -> SpatialData: """Get blobs sdata with continuous annotation of polygons.""" blob = blobs() From a9b9873585bdfe7441a56a0d6fe101555f00c4a7 Mon Sep 17 00:00:00 2001 From: Sonja Stockhaus Date: Tue, 25 Mar 2025 21:16:23 +0100 Subject: [PATCH 09/12] add new test images --- ...te_labels_with_nan_in_table_X_continuous.png | Bin 0 -> 28573 bytes ...labels_with_nan_in_table_obs_categorical.png | Bin 0 -> 30801 bytes ..._labels_with_nan_in_table_obs_continuous.png | Bin 0 -> 29913 bytes ...notate_points_with_nan_in_df_categorical.png | Bin 0 -> 35869 bytes ...ts_with_nan_in_df_categorical_datashader.png | Bin 0 -> 41943 bytes ...nnotate_points_with_nan_in_df_continuous.png | Bin 0 -> 37151 bytes ...nts_with_nan_in_df_continuous_datashader.png | Bin 0 -> 41422 bytes ...te_points_with_nan_in_table_X_continuous.png | Bin 0 -> 38767 bytes ...ith_nan_in_table_X_continuous_datashader.png | Bin 0 -> 41911 bytes ...points_with_nan_in_table_obs_categorical.png | Bin 0 -> 33051 bytes ..._nan_in_table_obs_categorical_datashader.png | Bin 0 -> 39799 bytes ..._points_with_nan_in_table_obs_continuous.png | Bin 0 -> 38530 bytes ...h_nan_in_table_obs_continuous_datashader.png | Bin 0 -> 42030 bytes ...notate_shapes_with_nan_in_df_categorical.png | Bin 0 -> 17511 bytes ...es_with_nan_in_df_categorical_datashader.png | Bin 0 -> 17894 bytes ...nnotate_shapes_with_nan_in_df_continuous.png | Bin 0 -> 20164 bytes ...pes_with_nan_in_df_continuous_datashader.png | Bin 0 -> 19841 bytes ...te_shapes_with_nan_in_table_X_continuous.png | Bin 0 -> 23207 bytes ...ith_nan_in_table_X_continuous_datashader.png | Bin 0 -> 22261 bytes ...shapes_with_nan_in_table_obs_categorical.png | Bin 0 -> 18418 bytes ..._nan_in_table_obs_categorical_datashader.png | Bin 0 -> 18204 bytes ..._shapes_with_nan_in_table_obs_continuous.png | Bin 0 -> 22659 bytes ...h_nan_in_table_obs_continuous_datashader.png | Bin 0 -> 19872 bytes tests/pl/test_render_points.py | 4 ++-- 24 files changed, 2 insertions(+), 2 deletions(-) create mode 100644 tests/_images/Labels_can_annotate_labels_with_nan_in_table_X_continuous.png create mode 100644 tests/_images/Labels_can_annotate_labels_with_nan_in_table_obs_categorical.png create mode 100644 tests/_images/Labels_can_annotate_labels_with_nan_in_table_obs_continuous.png create mode 100644 tests/_images/Points_can_annotate_points_with_nan_in_df_categorical.png create mode 100644 tests/_images/Points_can_annotate_points_with_nan_in_df_categorical_datashader.png create mode 100644 tests/_images/Points_can_annotate_points_with_nan_in_df_continuous.png create mode 100644 tests/_images/Points_can_annotate_points_with_nan_in_df_continuous_datashader.png create mode 100644 tests/_images/Points_can_annotate_points_with_nan_in_table_X_continuous.png create mode 100644 tests/_images/Points_can_annotate_points_with_nan_in_table_X_continuous_datashader.png create mode 100644 tests/_images/Points_can_annotate_points_with_nan_in_table_obs_categorical.png create mode 100644 tests/_images/Points_can_annotate_points_with_nan_in_table_obs_categorical_datashader.png create mode 100644 tests/_images/Points_can_annotate_points_with_nan_in_table_obs_continuous.png create mode 100644 tests/_images/Points_can_annotate_points_with_nan_in_table_obs_continuous_datashader.png create mode 100644 tests/_images/Shapes_can_annotate_shapes_with_nan_in_df_categorical.png create mode 100644 tests/_images/Shapes_can_annotate_shapes_with_nan_in_df_categorical_datashader.png create mode 100644 tests/_images/Shapes_can_annotate_shapes_with_nan_in_df_continuous.png create mode 100644 tests/_images/Shapes_can_annotate_shapes_with_nan_in_df_continuous_datashader.png create mode 100644 tests/_images/Shapes_can_annotate_shapes_with_nan_in_table_X_continuous.png create mode 100644 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b/tests/pl/test_render_points.py @@ -395,10 +395,10 @@ def test_plot_can_annotate_points_with_nan_in_df_categorical_datashader(self, sd sdata_blobs["blobs_points"]["cat_color"] = pd.Series([np.nan, "a", "b", "c"] * 50, dtype="category") sdata_blobs.pl.render_points("blobs_points", color="cat_color", size=40, method="datashader").pl.show() - def test_plot_can_annotate_points_with_nan_in_de_continuous(self, sdata_blobs: SpatialData): + def test_plot_can_annotate_points_with_nan_in_df_continuous(self, sdata_blobs: SpatialData): 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=30).pl.show() - def test_plot_can_annotate_points_with_nan_in_de_continuous_datashader(self, sdata_blobs: SpatialData): + def test_plot_can_annotate_points_with_nan_in_df_continuous_datashader(self, sdata_blobs: SpatialData): 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() From 2c02cee62e91a82502261988048ffb7a0e803a89 Mon Sep 17 00:00:00 2001 From: Sonja Stockhaus Date: Tue, 25 Mar 2025 21:28:25 +0100 Subject: [PATCH 10/12] fix error from merging main --- tests/conftest.py | 1 + 1 file changed, 1 insertion(+) diff --git a/tests/conftest.py b/tests/conftest.py index 47e198bc..00cbb9d7 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -188,6 +188,7 @@ def sdata_blobs_shapes_with_nans_in_table() -> SpatialData: return blob +@pytest.fixture def sdata_blobs_shapes_annotated() -> SpatialData: """Get blobs sdata with continuous annotation of polygons.""" blob = blobs() From 138ad75b02686ea0819555963b091544c0104826 Mon Sep 17 00:00:00 2001 From: Sonja Stockhaus Date: Wed, 23 Apr 2025 17:39:44 +0200 Subject: [PATCH 11/12] debug ds points hex color handling --- src/spatialdata_plot/pl/render.py | 10 ++++------ 1 file changed, 4 insertions(+), 6 deletions(-) diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index 547c82f6..8ce16a29 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -689,12 +689,10 @@ def _render_points( ) # remove alpha from color if it's hex - if color_key is not None and all(len(x) == 9 for x in color_key) and color_key[0][0] == "#": - color_key = [x[:-2] for x in color_key] - if isinstance(color_vector[0], str) and ( - color_vector is not None and all(len(x) == 9 for x in color_vector) and color_vector[0][0] == "#" - ): - color_vector = np.asarray([x[:-2] for x in color_vector]) + if color_key is not None and color_key[0][0] == "#": + color_key = [_hex_no_alpha(x) for x in color_key] + if isinstance(color_vector[0], str) and (color_vector is not None and color_vector[0][0] == "#"): + color_vector = np.asarray([_hex_no_alpha(x) for x in color_vector]) if color_by_categorical or col_for_color is None: ds_result = _datashader_map_aggregate_to_color( From 82d6d4955a87b98c5db8ec5875711ba4726e8982 Mon Sep 17 00:00:00 2001 From: Sonja Stockhaus Date: Wed, 23 Apr 2025 19:53:53 +0200 Subject: [PATCH 12/12] remove comment --- src/spatialdata_plot/pl/utils.py | 13 +++---------- 1 file changed, 3 insertions(+), 10 deletions(-) diff --git a/src/spatialdata_plot/pl/utils.py b/src/spatialdata_plot/pl/utils.py index 7e368c21..39212661 100644 --- a/src/spatialdata_plot/pl/utils.py +++ b/src/spatialdata_plot/pl/utils.py @@ -824,13 +824,6 @@ def _map_color_seg( if pd.api.types.is_categorical_dtype(color_vector.dtype): # Case A: users wants to plot a categorical column - - # TODO: remove - # in seg, the value 0 depicts the background, so this leads to the bg being mapped to the NaN color - # the actual label(s) with na in the color_source_vector don't have their id in cell_id anymore, so they're - # mapped to nothing! => would look like background - # if np.any(color_source_vector.isna()): - # cell_id[color_source_vector.isna()] = 0 val_im: ArrayLike = map_array(seg.copy(), cell_id, color_vector.codes + 1) cols = colors.to_rgba_array(color_vector.categories) elif pd.api.types.is_numeric_dtype(color_vector.dtype): @@ -2101,7 +2094,7 @@ def _validate_image_render_params( def _get_wanted_render_elements( sdata: SpatialData, sdata_wanted_elements: list[str], - params: (ImageRenderParams | LabelsRenderParams | PointsRenderParams | ShapesRenderParams), + params: ImageRenderParams | LabelsRenderParams | PointsRenderParams | ShapesRenderParams, cs: str, element_type: Literal["images", "labels", "points", "shapes"], ) -> tuple[list[str], list[str], bool]: @@ -2258,7 +2251,7 @@ def _create_image_from_datashader_result( def _datashader_aggregate_with_function( - reduction: (Literal["sum", "mean", "any", "count", "std", "var", "max", "min"] | None), + reduction: Literal["sum", "mean", "any", "count", "std", "var", "max", "min"] | None, cvs: Canvas, spatial_element: GeoDataFrame | dask.dataframe.core.DataFrame, col_for_color: str | None, @@ -2322,7 +2315,7 @@ def _datashader_aggregate_with_function( def _datshader_get_how_kw_for_spread( - reduction: (Literal["sum", "mean", "any", "count", "std", "var", "max", "min"] | None), + reduction: Literal["sum", "mean", "any", "count", "std", "var", "max", "min"] | None, ) -> str: # Get the best input for the how argument of ds.tf.spread(), needed for numerical values reduction = reduction or "sum"

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