From c1ac43965b195dee887ebd74bb9cff8fadeda648 Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Tue, 22 Apr 2025 18:06:03 -0400 Subject: [PATCH 01/30] mvp --- src/spatialdata_plot/pl/render.py | 434 +++++++++++++++++++++++------- src/spatialdata_plot/pl/utils.py | 2 +- 2 files changed, 332 insertions(+), 104 deletions(-) diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index 06b4e07e..260232ec 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -87,7 +87,9 @@ def _render_shapes( ) sdata_filt[element] = shapes = element_dict[element] joined_table.uns["spatialdata_attrs"]["region"] = ( - joined_table.obs[joined_table.uns["spatialdata_attrs"]["region_key"]].unique().tolist() + joined_table.obs[joined_table.uns["spatialdata_attrs"]["region_key"]] + .unique() + .tolist() ) sdata_filt[table_name] = table = joined_table @@ -104,7 +106,9 @@ def _render_shapes( UserWarning, stacklevel=2, ) - sdata_filt[table_name].obs[col_for_color] = sdata_filt[table_name].obs[col_for_color].astype("category") + sdata_filt[table_name].obs[col_for_color] = ( + sdata_filt[table_name].obs[col_for_color].astype("category") + ) # get color vector (categorical or continuous) color_source_vector, color_vector, _ = _set_color_source_vec( @@ -145,9 +149,13 @@ def _render_shapes( if color_source_vector is None: palette = ListedColormap(dict.fromkeys(color_vector)) else: - palette = ListedColormap(dict.fromkeys(color_vector[~pd.Categorical(color_source_vector).isnull()])) + palette = ListedColormap( + dict.fromkeys(color_vector[~pd.Categorical(color_source_vector).isnull()]) + ) - if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex(render_params.cmap_params.na_color): + if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex( + 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 col_for_color is not None: color_source_vector = color_source_vector.remove_unused_categories() @@ -156,7 +164,9 @@ def _render_shapes( colorbar = False if col_for_color is None else legend_params.colorbar # Apply the transformation to the PatchCollection's paths - trans, trans_data = _prepare_transformation(sdata_filt.shapes[element], coordinate_system) + trans, trans_data = _prepare_transformation( + sdata_filt.shapes[element], coordinate_system + ) shapes = gpd.GeoDataFrame(shapes, geometry="geometry") @@ -182,41 +192,73 @@ def _render_shapes( # Handle circles encoded as points with radius if is_point.any(): scale = shapes[is_point]["radius"] * render_params.scale - sdata_filt.shapes[element].loc[is_point, "geometry"] = _geometry[is_point].buffer(scale.to_numpy()) + sdata_filt.shapes[element].loc[is_point, "geometry"] = _geometry[ + is_point + ].buffer(scale.to_numpy()) # apply transformations to the individual points - element_trans = get_transformation(sdata_filt.shapes[element], to_coordinate_system=coordinate_system) + element_trans = get_transformation( + sdata_filt.shapes[element], to_coordinate_system=coordinate_system + ) tm = _get_transformation_matrix_for_datashader(element_trans) transformed_element = sdata_filt.shapes[element].transform( lambda x: (np.hstack([x, np.ones((x.shape[0], 1))]) @ tm)[:, :2] ) transformed_element = ShapesModel.parse( - gpd.GeoDataFrame(data=sdata_filt.shapes[element].drop("geometry", axis=1), geometry=transformed_element) + gpd.GeoDataFrame( + data=sdata_filt.shapes[element].drop("geometry", axis=1), + geometry=transformed_element, + ) ) - plot_width, plot_height, x_ext, y_ext, factor = _get_extent_and_range_for_datashader_canvas( - transformed_element, "global", ax, fig_params + plot_width, plot_height, x_ext, y_ext, factor = ( + _get_extent_and_range_for_datashader_canvas( + transformed_element, "global", ax, fig_params + ) ) - cvs = ds.Canvas(plot_width=plot_width, plot_height=plot_height, x_range=x_ext, y_range=y_ext) + 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: - transformed_element[col_for_color] = color_vector if color_source_vector is None else color_source_vector + if ( + col_for_color is not None + and col_for_color not in transformed_element.columns + ): + 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 + color_by_categorical = ( + col_for_color is not None and color_source_vector is not None + ) aggregate_with_reduction = 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 and ( + render_params.groups is None or len(render_params.groups) > 1 + ): if color_by_categorical: - agg = cvs.polygons(transformed_element, geometry="geometry", agg=ds.by(col_for_color, ds.count())) + 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" + reduction_name = ( + render_params.ds_reduction + if render_params.ds_reduction is not None + else "mean" + ) logger.info( f'Using the datashader reduction "{reduction_name}". "max" will give an output very close ' "to the matplotlib result." ) agg = _datashader_aggregate_with_function( - render_params.ds_reduction, cvs, transformed_element, col_for_color, "shapes" + render_params.ds_reduction, + cvs, + transformed_element, + col_for_color, + "shapes", ) # save min and max values for drawing the colorbar aggregate_with_reduction = (agg.min(), agg.max()) @@ -271,8 +313,13 @@ def _render_shapes( # using an artificial "span" of [X, X + 1] for the color bar # else: all elements would get alpha=0 and the color bar would have a weird range if aggregate_with_reduction[0] == aggregate_with_reduction[1]: - ds_cmap = matplotlib.colors.to_hex(render_params.cmap_params.cmap(0.0), keep_alpha=False) - aggregate_with_reduction = (aggregate_with_reduction[0], aggregate_with_reduction[0] + 1) + ds_cmap = matplotlib.colors.to_hex( + render_params.cmap_params.cmap(0.0), keep_alpha=False + ) + aggregate_with_reduction = ( + aggregate_with_reduction[0], + aggregate_with_reduction[0] + 1, + ) ds_result = _datashader_map_aggregate_to_color( agg, @@ -284,7 +331,11 @@ def _render_shapes( # 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: + if ( + isinstance(outline_color, str) + and outline_color.startswith("#") + and len(outline_color) == 9 + ): logger.info( "alpha component of given RGBA value for outline color is discarded, because outline_alpha" " takes precedent." @@ -299,7 +350,9 @@ def _render_shapes( how="linear", ) # prevent min_alpha == 255, bc that led to fully colored test plots instead of just colored points/shapes - rgba_image, trans_data = _create_image_from_datashader_result(ds_result, factor, ax) + rgba_image, trans_data = _create_image_from_datashader_result( + ds_result, factor, ax + ) _cax = _ax_show_and_transform( rgba_image, trans_data, @@ -310,7 +363,9 @@ def _render_shapes( ) # render outline image if needed if render_outlines: - rgba_image, trans_data = _create_image_from_datashader_result(ds_outlines, factor, ax) + rgba_image, trans_data = _create_image_from_datashader_result( + ds_outlines, factor, ax + ) _ax_show_and_transform( rgba_image, trans_data, @@ -322,9 +377,15 @@ def _render_shapes( cax = None if aggregate_with_reduction is not None: - vmin = aggregate_with_reduction[0].values if norm.vmin is None else norm.vmin - vmax = aggregate_with_reduction[1].values if norm.vmin is None else norm.vmax - if (norm.vmin is not None or norm.vmax is not None) and norm.vmin == norm.vmax: + vmin = ( + aggregate_with_reduction[0].values if norm.vmin is None else norm.vmin + ) + vmax = ( + aggregate_with_reduction[1].values if norm.vmax is None else norm.vmax + ) + if ( + norm.vmin is not None or norm.vmax is not None + ) and norm.vmin == norm.vmax: # value (vmin=vmax) is placed in the middle of the colorbar so that we can distinguish it from over and # under values in case clip=True or clip=False with cmap(under)=cmap(0) & cmap(over)=cmap(1) vmin = norm.vmin - 0.5 @@ -362,13 +423,17 @@ def _render_shapes( vmax=render_params.cmap_params.norm.vmax or max(color_vector), ) - if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex(render_params.cmap_params.na_color): + if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex( + 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() # False if user specified color-like with 'color' parameter - colorbar = False if render_params.col_for_color is None else legend_params.colorbar + colorbar = ( + False if render_params.col_for_color is None else legend_params.colorbar + ) _ = _decorate_axs( ax=ax, @@ -427,7 +492,10 @@ def _render_points( if col_for_color is None or ( table_name is not None - and (col_for_color in sdata_filt[table_name].obs.columns or col_for_color in sdata_filt[table_name].var_names) + and ( + col_for_color in sdata_filt[table_name].obs.columns + or col_for_color in sdata_filt[table_name].var_names + ) ): points = points[coords].compute() if ( @@ -442,7 +510,9 @@ def _render_points( UserWarning, stacklevel=2, ) - sdata_filt[table_name].obs[col_for_color] = sdata_filt[table_name].obs[col_for_color].astype("category") + sdata_filt[table_name].obs[col_for_color] = ( + sdata_filt[table_name].obs[col_for_color].astype("category") + ) else: coords += [col_for_color] points = points[coords].compute() @@ -458,26 +528,37 @@ def _render_points( table_name=table_name, table_layer=table_layer, ) - points_color_values = points.merge(points_color_values, how="left", left_index=True, right_index=True)[ - col_for_color - ] + points_color_values = points.merge( + points_color_values, how="left", left_index=True, right_index=True + )[col_for_color] points = points[points_color_values.isin(groups)] if len(points) <= 0: - raise ValueError(f"None of the groups {groups} could be found in the column '{col_for_color}'.") + raise ValueError( + f"None of the groups {groups} could be found in the column '{col_for_color}'." + ) # we construct an anndata to hack the plotting functions if table_name is None: adata = AnnData( - X=points[["x", "y"]].values, obs=points[coords].reset_index(), dtype=points[["x", "y"]].values.dtype + X=points[["x", "y"]].values, + obs=points[coords].reset_index(), + dtype=points[["x", "y"]].values.dtype, ) else: adata_obs = sdata_filt[table_name].obs # if the points are colored by values in X (or a different layer), add the values to obs if col_for_color in sdata_filt[table_name].var_names: if table_layer is None: - adata_obs[col_for_color] = sdata_filt[table_name][:, col_for_color].X.flatten().copy() + adata_obs[col_for_color] = ( + sdata_filt[table_name][:, col_for_color].X.flatten().copy() + ) else: - adata_obs[col_for_color] = sdata_filt[table_name][:, col_for_color].layers[table_layer].flatten().copy() + adata_obs[col_for_color] = ( + sdata_filt[table_name][:, col_for_color] + .layers[table_layer] + .flatten() + .copy() + ) if groups is not None: adata_obs = adata_obs[adata_obs[col_for_color].isin(groups)] adata = AnnData( @@ -491,12 +572,18 @@ def _render_points( # we can modify the sdata because of dealing with a copy # Convert back to dask dataframe to modify sdata - transformation_in_cs = sdata_filt.points[element].attrs["transform"][coordinate_system] + transformation_in_cs = sdata_filt.points[element].attrs["transform"][ + coordinate_system + ] points = dask.dataframe.from_pandas(points, npartitions=1) - sdata_filt.points[element] = PointsModel.parse(points, coordinates={"x": "x", "y": "y"}) + sdata_filt.points[element] = PointsModel.parse( + points, 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 + element=sdata_filt.points[element], + transformation=transformation_in_cs, + to_coordinate_system=coordinate_system, ) if col_for_color is not None: @@ -512,7 +599,11 @@ def _render_points( ) # when user specified a single color, we emulate the form of `na_color` and use it - default_color = color if col_for_color is None and color is not None else render_params.cmap_params.na_color + default_color = ( + color + if col_for_color is None and color is not None + else render_params.cmap_params.na_color + ) color_source_vector, color_vector, _ = _set_color_source_vec( sdata=sdata_filt, @@ -532,7 +623,9 @@ def _render_points( if color_source_vector is None and render_params.transfunc is not None: color_vector = render_params.transfunc(color_vector) - trans, trans_data = _prepare_transformation(sdata.points[element], coordinate_system, ax) + trans, trans_data = _prepare_transformation( + sdata.points[element], coordinate_system, ax + ) norm = copy(render_params.cmap_params.norm) @@ -558,35 +651,60 @@ def _render_points( # apply transformations transformed_element = PointsModel.parse( trans.transform(sdata_filt.points[element][["x", "y"]]), - annotation=sdata_filt.points[element][sdata_filt.points[element].columns.drop(["x", "y"])], + annotation=sdata_filt.points[element][ + sdata_filt.points[element].columns.drop(["x", "y"]) + ], transformations={coordinate_system: Identity()}, ) - plot_width, plot_height, x_ext, y_ext, factor = _get_extent_and_range_for_datashader_canvas( - transformed_element, coordinate_system, ax, fig_params + plot_width, plot_height, x_ext, y_ext, factor = ( + _get_extent_and_range_for_datashader_canvas( + transformed_element, coordinate_system, ax, fig_params + ) ) # 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) + cvs = ds.Canvas( + plot_width=plot_width, plot_height=plot_height, x_range=x_ext, y_range=y_ext + ) - color_by_categorical = col_for_color is not None and transformed_element[col_for_color].values.dtype in ( + color_by_categorical = col_for_color is not None and transformed_element[ + col_for_color + ].values.dtype in ( object, "categorical", ) - 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") + 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 - 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 and ( + render_params.groups is None or len(render_params.groups) > 1 + ): if color_by_categorical: - agg = cvs.points(transformed_element, "x", "y", agg=ds.by(col_for_color, ds.count())) + 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" + reduction_name = ( + render_params.ds_reduction + if render_params.ds_reduction is not None + else "sum" + ) logger.info( f'Using the datashader reduction "{reduction_name}". "max" will give an output very close ' "to the matplotlib result." ) agg = _datashader_aggregate_with_function( - render_params.ds_reduction, cvs, transformed_element, col_for_color, "points" + render_params.ds_reduction, + cvs, + transformed_element, + col_for_color, + "points", ) # save min and max values for drawing the colorbar aggregate_with_reduction = (agg.min(), agg.max()) @@ -617,10 +735,16 @@ 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] == "#": + 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 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]) @@ -640,9 +764,16 @@ def _render_points( # in case all elements have the same value X: we render them using cmap(0.0), # using an artificial "span" of [X, X + 1] for the color bar # else: all elements would get alpha=0 and the color bar would have a weird range - if aggregate_with_reduction[0] == aggregate_with_reduction[1] and (ds_span is None or ds_span != [0, 1]): - ds_cmap = matplotlib.colors.to_hex(render_params.cmap_params.cmap(0.0), keep_alpha=False) - aggregate_with_reduction = (aggregate_with_reduction[0], aggregate_with_reduction[0] + 1) + if aggregate_with_reduction[0] == aggregate_with_reduction[1] and ( + ds_span is None or ds_span != [0, 1] + ): + ds_cmap = matplotlib.colors.to_hex( + render_params.cmap_params.cmap(0.0), keep_alpha=False + ) + aggregate_with_reduction = ( + aggregate_with_reduction[0], + aggregate_with_reduction[0] + 1, + ) ds_result = _datashader_map_aggregate_to_color( agg, @@ -652,7 +783,9 @@ def _render_points( min_alpha=np.min([254, render_params.alpha * 255]), ) # prevent min_alpha == 255, bc that led to fully colored test plots instead of just colored points/shapes - rgba_image, trans_data = _create_image_from_datashader_result(ds_result, factor, ax) + rgba_image, trans_data = _create_image_from_datashader_result( + ds_result, factor, ax + ) _ax_show_and_transform( rgba_image, trans_data, @@ -664,9 +797,15 @@ def _render_points( cax = None if aggregate_with_reduction is not None: - vmin = aggregate_with_reduction[0].values if norm.vmin is None else norm.vmin - vmax = aggregate_with_reduction[1].values if norm.vmax is None else norm.vmax - if (norm.vmin is not None or norm.vmax is not None) and norm.vmin == norm.vmax: + vmin = ( + aggregate_with_reduction[0].values if norm.vmin is None else norm.vmin + ) + vmax = ( + aggregate_with_reduction[1].values if norm.vmax is None else norm.vmax + ) + if ( + norm.vmin is not None or norm.vmax is not None + ) and norm.vmin == norm.vmax: # value (vmin=vmax) is placed in the middle of the colorbar so that we can distinguish it from over and # under values in case clip=True or clip=False with cmap(under)=cmap(0) & cmap(over)=cmap(1) vmin = norm.vmin - 0.5 @@ -694,15 +833,23 @@ def _render_points( cax = ax.add_collection(_cax) if update_parameters: # necessary if points are plotted with mpl first and then with datashader - extent = get_extent(sdata_filt.points[element], coordinate_system=coordinate_system) + extent = get_extent( + sdata_filt.points[element], coordinate_system=coordinate_system + ) ax.set_xbound(extent["x"]) ax.set_ybound(extent["y"]) - if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex(render_params.cmap_params.na_color): + if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex( + render_params.cmap_params.na_color + ): if color_source_vector is None: palette = ListedColormap(dict.fromkeys(color_vector)) else: - palette = ListedColormap(dict.fromkeys(color_vector[~pd.Categorical(color_source_vector).isnull()])) + palette = ListedColormap( + dict.fromkeys( + color_vector[~pd.Categorical(color_source_vector).isnull()] + ) + ) _ = _decorate_axs( ax=ax, @@ -766,7 +913,11 @@ def _render_images( extent=extent, ) - channels = img.coords["c"].values.tolist() if render_params.channel is None else render_params.channel + channels = ( + img.coords["c"].values.tolist() + if render_params.channel is None + else render_params.channel + ) # the channel parameter has been previously validated, so when not None, render_params.channel is a list assert isinstance(channels, list) @@ -784,14 +935,23 @@ def _render_images( ) # not using got_multiple_cmaps here because of ruff :( - if isinstance(render_params.cmap_params, list) and len(render_params.cmap_params) != n_channels: - raise ValueError("If 'cmap' is provided, its length must match the number of channels.") + if ( + isinstance(render_params.cmap_params, list) + and len(render_params.cmap_params) != n_channels + ): + raise ValueError( + "If 'cmap' is provided, its length must match the number of channels." + ) _, trans_data = _prepare_transformation(img, coordinate_system, ax) # 1) Image has only 1 channel if n_channels == 1 and not isinstance(render_params.cmap_params, list): - layer = img.sel(c=channels[0]).squeeze() if isinstance(channels[0], str) else img.isel(c=channels[0]).squeeze() + layer = ( + img.sel(c=channels[0]).squeeze() + if isinstance(channels[0], str) + else img.isel(c=channels[0]).squeeze() + ) cmap = ( _get_linear_colormap(palette, "k")[0] @@ -805,7 +965,12 @@ def _render_images( # norm needs to be passed directly to ax.imshow(). If we normalize before, that method would always clip. _ax_show_and_transform( - layer, trans_data, ax, cmap=cmap, zorder=render_params.zorder, norm=render_params.cmap_params.norm + layer, + trans_data, + ax, + cmap=cmap, + zorder=render_params.zorder, + norm=render_params.cmap_params.norm, ) if legend_params.colorbar: @@ -826,13 +991,24 @@ def _render_images( layers[c] = render_params.cmap_params[ch_index].norm(layers[c]) # 2A) Image has 3 channels, no palette info, and no/only one cmap was given - if palette is None and n_channels == 3 and not isinstance(render_params.cmap_params, list): + if ( + palette is None + and n_channels == 3 + and not isinstance(render_params.cmap_params, list) + ): if render_params.cmap_params.cmap_is_default: # -> use RGB stacked = np.stack([layers[c] for c in channels], axis=-1) else: # -> use given cmap for each channel channel_cmaps = [render_params.cmap_params.cmap] * n_channels stacked = ( - np.stack([channel_cmaps[ind](layers[ch]) for ind, ch in enumerate(channels)], 0).sum(0) / n_channels + np.stack( + [ + channel_cmaps[ind](layers[ch]) + for ind, ch in enumerate(channels) + ], + 0, + ).sum(0) + / n_channels ) stacked = stacked[:, :, :3] logger.warning( @@ -844,41 +1020,71 @@ def _render_images( "Consider using 'palette' instead." ) - _ax_show_and_transform(stacked, trans_data, ax, render_params.alpha, zorder=render_params.zorder) + _ax_show_and_transform( + stacked, + trans_data, + ax, + render_params.alpha, + zorder=render_params.zorder, + ) - # 2B) Image has n channels, no palette/cmap info -> sample n categorical colors + # 2B) Image has n channels, no palette/cmap info -> we use PCA to reduce the number of channels to 3 elif palette is None and not got_multiple_cmaps: # overwrite if n_channels == 2 for intuitive result if n_channels == 2: seed_colors = ["#ff0000ff", "#00ff00ff"] - else: + channel_cmaps = [_get_linear_colormap([c], "k")[0] for c in seed_colors] + colored = np.stack( + [channel_cmaps[ind](layers[ch]) for ind, ch in enumerate(channels)], + 0, + ).sum(0) + colored = colored[:, :, :3] + + elif n_channels <= 3: seed_colors = _get_colors_for_categorical_obs(list(range(n_channels))) + channel_cmaps = [_get_linear_colormap([c], "k")[0] for c in seed_colors] + colored = np.stack( + [channel_cmaps[ind](layers[ch]) for ind, ch in enumerate(channels)], + 0, + ).sum(0) + colored = colored[:, :, :3] - channel_cmaps = [_get_linear_colormap([c], "k")[0] for c in seed_colors] - colored = np.stack([channel_cmaps[ind](layers[ch]) for ind, ch in enumerate(channels)], 0).sum(0) - colored = colored[:, :, :3] + else: + from sklearn.decomposition import PCA + + # Stack (n_channels, height, width) → (height*width, n_channels) + h, w = layers[channels[0]].shape + pixel_matrix = np.stack( + [ + ( + layers[c].data.ravel() + if hasattr(layers[c], "data") + else layers[c].ravel() + ) + for c in channels + ], + axis=1, + ) - _ax_show_and_transform(colored, trans_data, ax, render_params.alpha, zorder=render_params.zorder) + pca_rgb = PCA(n_components=3).fit_transform(pixel_matrix) - # 2C) Image has n channels and palette info - elif palette is not None and not got_multiple_cmaps: - if len(palette) != n_channels: - raise ValueError("If 'palette' is provided, its length must match the number of channels.") + # Rescale to [0, 1] range + pca_rgb -= pca_rgb.min(axis=0) + pca_rgb /= np.clip(pca_rgb.max(axis=0), a_min=1e-6, a_max=None) - channel_cmaps = [_get_linear_colormap([c], "k")[0] for c in palette if isinstance(c, str)] - colored = np.stack([channel_cmaps[i](layers[c]) for i, c in enumerate(channels)], 0).sum(0) - colored = colored[:, :, :3] + colored = pca_rgb.reshape(h, w, 3) - _ax_show_and_transform(colored, trans_data, ax, render_params.alpha, zorder=render_params.zorder) + logger.info( + f"Visualizing {n_channels} channels using PCA → RGB projection" + ) - elif palette is None and got_multiple_cmaps: - channel_cmaps = [cp.cmap for cp in render_params.cmap_params] # type: ignore[union-attr] - colored = ( - np.stack([channel_cmaps[ind](layers[ch]) for ind, ch in enumerate(channels)], 0).sum(0) / n_channels + _ax_show_and_transform( + colored, + trans_data, + ax, + render_params.alpha, + zorder=render_params.zorder, ) - colored = colored[:, :, :3] - - _ax_show_and_transform(colored, trans_data, ax, render_params.alpha, zorder=render_params.zorder) elif palette is not None and got_multiple_cmaps: raise ValueError("If 'palette' is provided, 'cmap' must be None.") @@ -960,7 +1166,9 @@ def _render_labels( table_layer=table_layer, ) - def _draw_labels(seg_erosionpx: int | None, seg_boundaries: bool, alpha: float) -> matplotlib.image.AxesImage: + def _draw_labels( + seg_erosionpx: int | None, seg_boundaries: bool, alpha: float + ) -> matplotlib.image.AxesImage: labels = _map_color_seg( seg=label.values, cell_id=instance_id, @@ -993,32 +1201,48 @@ def _draw_labels(seg_erosionpx: int | None, seg_boundaries: bool, alpha: float) if (render_params.fill_alpha > 0.0 and render_params.outline_alpha == 0.0) or ( render_params.fill_alpha == render_params.outline_alpha ): - cax = _draw_labels(seg_erosionpx=None, seg_boundaries=False, alpha=render_params.fill_alpha) + cax = _draw_labels( + seg_erosionpx=None, seg_boundaries=False, alpha=render_params.fill_alpha + ) alpha_to_decorate_ax = render_params.fill_alpha # outline-only case elif render_params.fill_alpha == 0.0 and render_params.outline_alpha > 0.0: cax = _draw_labels( - seg_erosionpx=render_params.contour_px, seg_boundaries=True, alpha=render_params.outline_alpha + seg_erosionpx=render_params.contour_px, + seg_boundaries=True, + alpha=render_params.outline_alpha, ) alpha_to_decorate_ax = render_params.outline_alpha # pretty case: both outline and infill elif render_params.fill_alpha > 0.0 and render_params.outline_alpha > 0.0: # first plot the infill ... - cax_infill = _draw_labels(seg_erosionpx=None, seg_boundaries=False, alpha=render_params.fill_alpha) + cax_infill = _draw_labels( + seg_erosionpx=None, seg_boundaries=False, alpha=render_params.fill_alpha + ) # ... then overlay the contour cax_contour = _draw_labels( - seg_erosionpx=render_params.contour_px, seg_boundaries=True, alpha=render_params.outline_alpha + seg_erosionpx=render_params.contour_px, + seg_boundaries=True, + alpha=render_params.outline_alpha, ) # pass the less-transparent _cax for the legend - cax = cax_infill if render_params.fill_alpha > render_params.outline_alpha else cax_contour - alpha_to_decorate_ax = max(render_params.fill_alpha, render_params.outline_alpha) + cax = ( + cax_infill + if render_params.fill_alpha > render_params.outline_alpha + else cax_contour + ) + alpha_to_decorate_ax = max( + render_params.fill_alpha, render_params.outline_alpha + ) else: - raise ValueError("Parameters 'fill_alpha' and 'outline_alpha' cannot both be 0.") + raise ValueError( + "Parameters 'fill_alpha' and 'outline_alpha' cannot both be 0." + ) _ = _decorate_axs( ax=ax, @@ -1035,7 +1259,11 @@ def _draw_labels(seg_erosionpx: int | None, seg_boundaries: bool, alpha: float) legend_fontweight=legend_params.legend_fontweight, legend_loc=legend_params.legend_loc, legend_fontoutline=legend_params.legend_fontoutline, - na_in_legend=legend_params.na_in_legend if groups is None else len(groups) == len(set(color_vector)), + na_in_legend=( + legend_params.na_in_legend + if groups is None + else len(groups) == len(set(color_vector)) + ), colorbar=legend_params.colorbar, scalebar_dx=scalebar_params.scalebar_dx, scalebar_units=scalebar_params.scalebar_units, diff --git a/src/spatialdata_plot/pl/utils.py b/src/spatialdata_plot/pl/utils.py index 5d745b71..d28a7e3c 100644 --- a/src/spatialdata_plot/pl/utils.py +++ b/src/spatialdata_plot/pl/utils.py @@ -1929,7 +1929,7 @@ def _validate_col_for_column_table( elif len(tables) >= 1: table_name = next(iter(tables)) if len(tables) > 1: - warnings.warn(f"Multiple tables contain color column, using {table_name}", UserWarning, stacklevel=2) + warnings.warn(f"Multiple tables contain column '{col_for_color}', using table '{table_name}'.", UserWarning, stacklevel=2) return col_for_color, table_name From 6d0b3057222217f9a10de26683c4c5f8075b9eaf Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 22 Apr 2025 22:10:35 +0000 Subject: [PATCH 02/30] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- src/spatialdata_plot/pl/render.py | 313 +++++++----------------------- src/spatialdata_plot/pl/utils.py | 6 +- 2 files changed, 77 insertions(+), 242 deletions(-) diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index 260232ec..89a39bb2 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -87,9 +87,7 @@ def _render_shapes( ) sdata_filt[element] = shapes = element_dict[element] joined_table.uns["spatialdata_attrs"]["region"] = ( - joined_table.obs[joined_table.uns["spatialdata_attrs"]["region_key"]] - .unique() - .tolist() + joined_table.obs[joined_table.uns["spatialdata_attrs"]["region_key"]].unique().tolist() ) sdata_filt[table_name] = table = joined_table @@ -106,9 +104,7 @@ def _render_shapes( UserWarning, stacklevel=2, ) - sdata_filt[table_name].obs[col_for_color] = ( - sdata_filt[table_name].obs[col_for_color].astype("category") - ) + sdata_filt[table_name].obs[col_for_color] = sdata_filt[table_name].obs[col_for_color].astype("category") # get color vector (categorical or continuous) color_source_vector, color_vector, _ = _set_color_source_vec( @@ -149,13 +145,9 @@ def _render_shapes( if color_source_vector is None: palette = ListedColormap(dict.fromkeys(color_vector)) else: - palette = ListedColormap( - dict.fromkeys(color_vector[~pd.Categorical(color_source_vector).isnull()]) - ) + palette = ListedColormap(dict.fromkeys(color_vector[~pd.Categorical(color_source_vector).isnull()])) - if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex( - render_params.cmap_params.na_color - ): + if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex(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 col_for_color is not None: color_source_vector = color_source_vector.remove_unused_categories() @@ -164,9 +156,7 @@ def _render_shapes( colorbar = False if col_for_color is None else legend_params.colorbar # Apply the transformation to the PatchCollection's paths - trans, trans_data = _prepare_transformation( - sdata_filt.shapes[element], coordinate_system - ) + trans, trans_data = _prepare_transformation(sdata_filt.shapes[element], coordinate_system) shapes = gpd.GeoDataFrame(shapes, geometry="geometry") @@ -192,14 +182,10 @@ def _render_shapes( # Handle circles encoded as points with radius if is_point.any(): scale = shapes[is_point]["radius"] * render_params.scale - sdata_filt.shapes[element].loc[is_point, "geometry"] = _geometry[ - is_point - ].buffer(scale.to_numpy()) + sdata_filt.shapes[element].loc[is_point, "geometry"] = _geometry[is_point].buffer(scale.to_numpy()) # apply transformations to the individual points - element_trans = get_transformation( - sdata_filt.shapes[element], to_coordinate_system=coordinate_system - ) + element_trans = get_transformation(sdata_filt.shapes[element], to_coordinate_system=coordinate_system) tm = _get_transformation_matrix_for_datashader(element_trans) transformed_element = sdata_filt.shapes[element].transform( lambda x: (np.hstack([x, np.ones((x.shape[0], 1))]) @ tm)[:, :2] @@ -211,32 +197,19 @@ def _render_shapes( ) ) - plot_width, plot_height, x_ext, y_ext, factor = ( - _get_extent_and_range_for_datashader_canvas( - transformed_element, "global", ax, fig_params - ) + plot_width, plot_height, x_ext, y_ext, factor = _get_extent_and_range_for_datashader_canvas( + transformed_element, "global", ax, fig_params ) - cvs = ds.Canvas( - plot_width=plot_width, plot_height=plot_height, x_range=x_ext, y_range=y_ext - ) + 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 - ): - transformed_element[col_for_color] = ( - color_vector if color_source_vector is None else color_source_vector - ) + if col_for_color is not None and col_for_color not in transformed_element.columns: + 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 - ) + color_by_categorical = col_for_color is not None and color_source_vector is not None aggregate_with_reduction = 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 and (render_params.groups is None or len(render_params.groups) > 1): if color_by_categorical: agg = cvs.polygons( transformed_element, @@ -244,11 +217,7 @@ def _render_shapes( 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" - ) + reduction_name = render_params.ds_reduction if render_params.ds_reduction is not None else "mean" logger.info( f'Using the datashader reduction "{reduction_name}". "max" will give an output very close ' "to the matplotlib result." @@ -313,9 +282,7 @@ def _render_shapes( # using an artificial "span" of [X, X + 1] for the color bar # else: all elements would get alpha=0 and the color bar would have a weird range if aggregate_with_reduction[0] == aggregate_with_reduction[1]: - ds_cmap = matplotlib.colors.to_hex( - render_params.cmap_params.cmap(0.0), keep_alpha=False - ) + ds_cmap = matplotlib.colors.to_hex(render_params.cmap_params.cmap(0.0), keep_alpha=False) aggregate_with_reduction = ( aggregate_with_reduction[0], aggregate_with_reduction[0] + 1, @@ -331,11 +298,7 @@ def _render_shapes( # 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 - ): + if isinstance(outline_color, str) and outline_color.startswith("#") and len(outline_color) == 9: logger.info( "alpha component of given RGBA value for outline color is discarded, because outline_alpha" " takes precedent." @@ -350,9 +313,7 @@ def _render_shapes( how="linear", ) # prevent min_alpha == 255, bc that led to fully colored test plots instead of just colored points/shapes - rgba_image, trans_data = _create_image_from_datashader_result( - ds_result, factor, ax - ) + rgba_image, trans_data = _create_image_from_datashader_result(ds_result, factor, ax) _cax = _ax_show_and_transform( rgba_image, trans_data, @@ -363,9 +324,7 @@ def _render_shapes( ) # render outline image if needed if render_outlines: - rgba_image, trans_data = _create_image_from_datashader_result( - ds_outlines, factor, ax - ) + rgba_image, trans_data = _create_image_from_datashader_result(ds_outlines, factor, ax) _ax_show_and_transform( rgba_image, trans_data, @@ -377,15 +336,9 @@ def _render_shapes( cax = None if aggregate_with_reduction is not None: - vmin = ( - aggregate_with_reduction[0].values if norm.vmin is None else norm.vmin - ) - vmax = ( - aggregate_with_reduction[1].values if norm.vmax is None else norm.vmax - ) - if ( - norm.vmin is not None or norm.vmax is not None - ) and norm.vmin == norm.vmax: + vmin = aggregate_with_reduction[0].values if norm.vmin is None else norm.vmin + vmax = aggregate_with_reduction[1].values if norm.vmax is None else norm.vmax + if (norm.vmin is not None or norm.vmax is not None) and norm.vmin == norm.vmax: # value (vmin=vmax) is placed in the middle of the colorbar so that we can distinguish it from over and # under values in case clip=True or clip=False with cmap(under)=cmap(0) & cmap(over)=cmap(1) vmin = norm.vmin - 0.5 @@ -423,17 +376,13 @@ def _render_shapes( vmax=render_params.cmap_params.norm.vmax or max(color_vector), ) - if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex( - render_params.cmap_params.na_color - ): + if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex(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() # False if user specified color-like with 'color' parameter - colorbar = ( - False if render_params.col_for_color is None else legend_params.colorbar - ) + colorbar = False if render_params.col_for_color is None else legend_params.colorbar _ = _decorate_axs( ax=ax, @@ -492,10 +441,7 @@ def _render_points( if col_for_color is None or ( table_name is not None - and ( - col_for_color in sdata_filt[table_name].obs.columns - or col_for_color in sdata_filt[table_name].var_names - ) + and (col_for_color in sdata_filt[table_name].obs.columns or col_for_color in sdata_filt[table_name].var_names) ): points = points[coords].compute() if ( @@ -510,9 +456,7 @@ def _render_points( UserWarning, stacklevel=2, ) - sdata_filt[table_name].obs[col_for_color] = ( - sdata_filt[table_name].obs[col_for_color].astype("category") - ) + sdata_filt[table_name].obs[col_for_color] = sdata_filt[table_name].obs[col_for_color].astype("category") else: coords += [col_for_color] points = points[coords].compute() @@ -528,14 +472,12 @@ def _render_points( table_name=table_name, table_layer=table_layer, ) - points_color_values = points.merge( - points_color_values, how="left", left_index=True, right_index=True - )[col_for_color] + points_color_values = points.merge(points_color_values, how="left", left_index=True, right_index=True)[ + col_for_color + ] points = points[points_color_values.isin(groups)] if len(points) <= 0: - raise ValueError( - f"None of the groups {groups} could be found in the column '{col_for_color}'." - ) + raise ValueError(f"None of the groups {groups} could be found in the column '{col_for_color}'.") # we construct an anndata to hack the plotting functions if table_name is None: @@ -549,16 +491,9 @@ def _render_points( # if the points are colored by values in X (or a different layer), add the values to obs if col_for_color in sdata_filt[table_name].var_names: if table_layer is None: - adata_obs[col_for_color] = ( - sdata_filt[table_name][:, col_for_color].X.flatten().copy() - ) + adata_obs[col_for_color] = sdata_filt[table_name][:, col_for_color].X.flatten().copy() else: - adata_obs[col_for_color] = ( - sdata_filt[table_name][:, col_for_color] - .layers[table_layer] - .flatten() - .copy() - ) + adata_obs[col_for_color] = sdata_filt[table_name][:, col_for_color].layers[table_layer].flatten().copy() if groups is not None: adata_obs = adata_obs[adata_obs[col_for_color].isin(groups)] adata = AnnData( @@ -572,13 +507,9 @@ def _render_points( # we can modify the sdata because of dealing with a copy # Convert back to dask dataframe to modify sdata - transformation_in_cs = sdata_filt.points[element].attrs["transform"][ - coordinate_system - ] + transformation_in_cs = sdata_filt.points[element].attrs["transform"][coordinate_system] points = dask.dataframe.from_pandas(points, npartitions=1) - sdata_filt.points[element] = PointsModel.parse( - points, coordinates={"x": "x", "y": "y"} - ) + sdata_filt.points[element] = PointsModel.parse(points, coordinates={"x": "x", "y": "y"}) # restore transformation in coordinate system of interest set_transformation( element=sdata_filt.points[element], @@ -599,11 +530,7 @@ def _render_points( ) # when user specified a single color, we emulate the form of `na_color` and use it - default_color = ( - color - if col_for_color is None and color is not None - else render_params.cmap_params.na_color - ) + default_color = color if col_for_color is None and color is not None else render_params.cmap_params.na_color color_source_vector, color_vector, _ = _set_color_source_vec( sdata=sdata_filt, @@ -623,9 +550,7 @@ def _render_points( if color_source_vector is None and render_params.transfunc is not None: color_vector = render_params.transfunc(color_vector) - trans, trans_data = _prepare_transformation( - sdata.points[element], coordinate_system, ax - ) + trans, trans_data = _prepare_transformation(sdata.points[element], coordinate_system, ax) norm = copy(render_params.cmap_params.norm) @@ -651,50 +576,29 @@ def _render_points( # apply transformations transformed_element = PointsModel.parse( trans.transform(sdata_filt.points[element][["x", "y"]]), - annotation=sdata_filt.points[element][ - sdata_filt.points[element].columns.drop(["x", "y"]) - ], + annotation=sdata_filt.points[element][sdata_filt.points[element].columns.drop(["x", "y"])], transformations={coordinate_system: Identity()}, ) - plot_width, plot_height, x_ext, y_ext, factor = ( - _get_extent_and_range_for_datashader_canvas( - transformed_element, coordinate_system, ax, fig_params - ) + plot_width, plot_height, x_ext, y_ext, factor = _get_extent_and_range_for_datashader_canvas( + transformed_element, coordinate_system, ax, fig_params ) # 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 - ) + cvs = ds.Canvas(plot_width=plot_width, plot_height=plot_height, x_range=x_ext, y_range=y_ext) - color_by_categorical = col_for_color is not None and transformed_element[ - col_for_color - ].values.dtype in ( + color_by_categorical = col_for_color is not None and transformed_element[col_for_color].values.dtype in ( object, "categorical", ) - 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") + 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 - 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 and (render_params.groups is None or len(render_params.groups) > 1): if color_by_categorical: - agg = cvs.points( - transformed_element, "x", "y", agg=ds.by(col_for_color, ds.count()) - ) + 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" - ) + reduction_name = render_params.ds_reduction if render_params.ds_reduction is not None else "sum" logger.info( f'Using the datashader reduction "{reduction_name}". "max" will give an output very close ' "to the matplotlib result." @@ -735,16 +639,10 @@ 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] == "#" - ): + 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 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]) @@ -764,12 +662,8 @@ def _render_points( # in case all elements have the same value X: we render them using cmap(0.0), # using an artificial "span" of [X, X + 1] for the color bar # else: all elements would get alpha=0 and the color bar would have a weird range - if aggregate_with_reduction[0] == aggregate_with_reduction[1] and ( - ds_span is None or ds_span != [0, 1] - ): - ds_cmap = matplotlib.colors.to_hex( - render_params.cmap_params.cmap(0.0), keep_alpha=False - ) + if aggregate_with_reduction[0] == aggregate_with_reduction[1] and (ds_span is None or ds_span != [0, 1]): + ds_cmap = matplotlib.colors.to_hex(render_params.cmap_params.cmap(0.0), keep_alpha=False) aggregate_with_reduction = ( aggregate_with_reduction[0], aggregate_with_reduction[0] + 1, @@ -783,9 +677,7 @@ def _render_points( min_alpha=np.min([254, render_params.alpha * 255]), ) # prevent min_alpha == 255, bc that led to fully colored test plots instead of just colored points/shapes - rgba_image, trans_data = _create_image_from_datashader_result( - ds_result, factor, ax - ) + rgba_image, trans_data = _create_image_from_datashader_result(ds_result, factor, ax) _ax_show_and_transform( rgba_image, trans_data, @@ -797,15 +689,9 @@ def _render_points( cax = None if aggregate_with_reduction is not None: - vmin = ( - aggregate_with_reduction[0].values if norm.vmin is None else norm.vmin - ) - vmax = ( - aggregate_with_reduction[1].values if norm.vmax is None else norm.vmax - ) - if ( - norm.vmin is not None or norm.vmax is not None - ) and norm.vmin == norm.vmax: + vmin = aggregate_with_reduction[0].values if norm.vmin is None else norm.vmin + vmax = aggregate_with_reduction[1].values if norm.vmax is None else norm.vmax + if (norm.vmin is not None or norm.vmax is not None) and norm.vmin == norm.vmax: # value (vmin=vmax) is placed in the middle of the colorbar so that we can distinguish it from over and # under values in case clip=True or clip=False with cmap(under)=cmap(0) & cmap(over)=cmap(1) vmin = norm.vmin - 0.5 @@ -833,23 +719,15 @@ def _render_points( cax = ax.add_collection(_cax) if update_parameters: # necessary if points are plotted with mpl first and then with datashader - extent = get_extent( - sdata_filt.points[element], coordinate_system=coordinate_system - ) + extent = get_extent(sdata_filt.points[element], coordinate_system=coordinate_system) ax.set_xbound(extent["x"]) ax.set_ybound(extent["y"]) - if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex( - render_params.cmap_params.na_color - ): + if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex(render_params.cmap_params.na_color): if color_source_vector is None: palette = ListedColormap(dict.fromkeys(color_vector)) else: - palette = ListedColormap( - dict.fromkeys( - color_vector[~pd.Categorical(color_source_vector).isnull()] - ) - ) + palette = ListedColormap(dict.fromkeys(color_vector[~pd.Categorical(color_source_vector).isnull()])) _ = _decorate_axs( ax=ax, @@ -913,11 +791,7 @@ def _render_images( extent=extent, ) - channels = ( - img.coords["c"].values.tolist() - if render_params.channel is None - else render_params.channel - ) + channels = img.coords["c"].values.tolist() if render_params.channel is None else render_params.channel # the channel parameter has been previously validated, so when not None, render_params.channel is a list assert isinstance(channels, list) @@ -935,23 +809,14 @@ def _render_images( ) # not using got_multiple_cmaps here because of ruff :( - if ( - isinstance(render_params.cmap_params, list) - and len(render_params.cmap_params) != n_channels - ): - raise ValueError( - "If 'cmap' is provided, its length must match the number of channels." - ) + if isinstance(render_params.cmap_params, list) and len(render_params.cmap_params) != n_channels: + raise ValueError("If 'cmap' is provided, its length must match the number of channels.") _, trans_data = _prepare_transformation(img, coordinate_system, ax) # 1) Image has only 1 channel if n_channels == 1 and not isinstance(render_params.cmap_params, list): - layer = ( - img.sel(c=channels[0]).squeeze() - if isinstance(channels[0], str) - else img.isel(c=channels[0]).squeeze() - ) + layer = img.sel(c=channels[0]).squeeze() if isinstance(channels[0], str) else img.isel(c=channels[0]).squeeze() cmap = ( _get_linear_colormap(palette, "k")[0] @@ -991,21 +856,14 @@ def _render_images( layers[c] = render_params.cmap_params[ch_index].norm(layers[c]) # 2A) Image has 3 channels, no palette info, and no/only one cmap was given - if ( - palette is None - and n_channels == 3 - and not isinstance(render_params.cmap_params, list) - ): + if palette is None and n_channels == 3 and not isinstance(render_params.cmap_params, list): if render_params.cmap_params.cmap_is_default: # -> use RGB stacked = np.stack([layers[c] for c in channels], axis=-1) else: # -> use given cmap for each channel channel_cmaps = [render_params.cmap_params.cmap] * n_channels stacked = ( np.stack( - [ - channel_cmaps[ind](layers[ch]) - for ind, ch in enumerate(channels) - ], + [channel_cmaps[ind](layers[ch]) for ind, ch in enumerate(channels)], 0, ).sum(0) / n_channels @@ -1055,14 +913,7 @@ def _render_images( # Stack (n_channels, height, width) → (height*width, n_channels) h, w = layers[channels[0]].shape pixel_matrix = np.stack( - [ - ( - layers[c].data.ravel() - if hasattr(layers[c], "data") - else layers[c].ravel() - ) - for c in channels - ], + [(layers[c].data.ravel() if hasattr(layers[c], "data") else layers[c].ravel()) for c in channels], axis=1, ) @@ -1074,9 +925,7 @@ def _render_images( colored = pca_rgb.reshape(h, w, 3) - logger.info( - f"Visualizing {n_channels} channels using PCA → RGB projection" - ) + logger.info(f"Visualizing {n_channels} channels using PCA → RGB projection") _ax_show_and_transform( colored, @@ -1166,9 +1015,7 @@ def _render_labels( table_layer=table_layer, ) - def _draw_labels( - seg_erosionpx: int | None, seg_boundaries: bool, alpha: float - ) -> matplotlib.image.AxesImage: + def _draw_labels(seg_erosionpx: int | None, seg_boundaries: bool, alpha: float) -> matplotlib.image.AxesImage: labels = _map_color_seg( seg=label.values, cell_id=instance_id, @@ -1201,9 +1048,7 @@ def _draw_labels( if (render_params.fill_alpha > 0.0 and render_params.outline_alpha == 0.0) or ( render_params.fill_alpha == render_params.outline_alpha ): - cax = _draw_labels( - seg_erosionpx=None, seg_boundaries=False, alpha=render_params.fill_alpha - ) + cax = _draw_labels(seg_erosionpx=None, seg_boundaries=False, alpha=render_params.fill_alpha) alpha_to_decorate_ax = render_params.fill_alpha # outline-only case @@ -1218,9 +1063,7 @@ def _draw_labels( # pretty case: both outline and infill elif render_params.fill_alpha > 0.0 and render_params.outline_alpha > 0.0: # first plot the infill ... - cax_infill = _draw_labels( - seg_erosionpx=None, seg_boundaries=False, alpha=render_params.fill_alpha - ) + cax_infill = _draw_labels(seg_erosionpx=None, seg_boundaries=False, alpha=render_params.fill_alpha) # ... then overlay the contour cax_contour = _draw_labels( @@ -1230,19 +1073,11 @@ def _draw_labels( ) # pass the less-transparent _cax for the legend - cax = ( - cax_infill - if render_params.fill_alpha > render_params.outline_alpha - else cax_contour - ) - alpha_to_decorate_ax = max( - render_params.fill_alpha, render_params.outline_alpha - ) + cax = cax_infill if render_params.fill_alpha > render_params.outline_alpha else cax_contour + alpha_to_decorate_ax = max(render_params.fill_alpha, render_params.outline_alpha) else: - raise ValueError( - "Parameters 'fill_alpha' and 'outline_alpha' cannot both be 0." - ) + raise ValueError("Parameters 'fill_alpha' and 'outline_alpha' cannot both be 0.") _ = _decorate_axs( ax=ax, @@ -1259,11 +1094,7 @@ def _draw_labels( legend_fontweight=legend_params.legend_fontweight, legend_loc=legend_params.legend_loc, legend_fontoutline=legend_params.legend_fontoutline, - na_in_legend=( - legend_params.na_in_legend - if groups is None - else len(groups) == len(set(color_vector)) - ), + na_in_legend=(legend_params.na_in_legend if groups is None else len(groups) == len(set(color_vector))), colorbar=legend_params.colorbar, scalebar_dx=scalebar_params.scalebar_dx, scalebar_units=scalebar_params.scalebar_units, diff --git a/src/spatialdata_plot/pl/utils.py b/src/spatialdata_plot/pl/utils.py index d28a7e3c..2716ece6 100644 --- a/src/spatialdata_plot/pl/utils.py +++ b/src/spatialdata_plot/pl/utils.py @@ -1929,7 +1929,11 @@ def _validate_col_for_column_table( elif len(tables) >= 1: table_name = next(iter(tables)) if len(tables) > 1: - warnings.warn(f"Multiple tables contain column '{col_for_color}', using table '{table_name}'.", UserWarning, stacklevel=2) + warnings.warn( + f"Multiple tables contain column '{col_for_color}', using table '{table_name}'.", + UserWarning, + stacklevel=2, + ) return col_for_color, table_name From 64b360d4df40ceb771e8ba796a8fed0bcebeb2bb Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Tue, 22 Apr 2025 18:35:02 -0400 Subject: [PATCH 03/30] added bg-senstive PCA --- src/spatialdata_plot/pl/basic.py | 76 +++++-- src/spatialdata_plot/pl/render.py | 329 +++++++++++++++++++++++------- 2 files changed, 314 insertions(+), 91 deletions(-) diff --git a/src/spatialdata_plot/pl/basic.py b/src/spatialdata_plot/pl/basic.py index 2dd9019f..18427e84 100644 --- a/src/spatialdata_plot/pl/basic.py +++ b/src/spatialdata_plot/pl/basic.py @@ -148,7 +148,11 @@ def _copy( shapes=self._sdata.shapes if shapes is None else shapes, tables=self._sdata.tables if tables is None else tables, ) - sdata.plotting_tree = self._sdata.plotting_tree if hasattr(self._sdata, "plotting_tree") else OrderedDict() + sdata.plotting_tree = ( + self._sdata.plotting_tree + if hasattr(self._sdata, "plotting_tree") + else OrderedDict() + ) return sdata @@ -421,7 +425,9 @@ def render_points( if not isinstance(method, str): raise TypeError("Parameter 'method' must be a string.") if method not in ["matplotlib", "datashader"]: - raise ValueError("Parameter 'method' must be either 'matplotlib' or 'datashader'.") + raise ValueError( + "Parameter 'method' must be either 'matplotlib' or 'datashader'." + ) sdata = self._copy() sdata = _verify_plotting_tree(sdata) @@ -453,7 +459,11 @@ def render_points( return sdata - @_deprecation_alias(elements="element", quantiles_for_norm="percentiles_for_norm", version="version 0.3.0") + @_deprecation_alias( + elements="element", + quantiles_for_norm="percentiles_for_norm", + version="version 0.3.0", + ) def render_images( self, element: str | None = None, @@ -464,6 +474,7 @@ def render_images( palette: list[str] | str | None = None, alpha: float | int = 1.0, scale: str | None = None, + bg_threshold: float = 1e-4, **kwargs: Any, ) -> sd.SpatialData: """ @@ -506,6 +517,8 @@ def render_images( 3) "full": Renders the full image without rasterization. In the case of multiscale images, the highest resolution scale is selected. Note that this may result in long computing times for large images. + bg_threshold : float, default 1e-4 + Threshold below which values are considered background in the PCA dimred for images with 3+ channels. kwargs Additional arguments to be passed to cmap, norm, and other rendering functions. @@ -564,6 +577,7 @@ def render_images( alpha=param_values["alpha"], scale=param_values["scale"], zorder=n_steps, + bg_threshold=bg_threshold, ) n_steps += 1 @@ -811,7 +825,9 @@ def show( render_cmds.append((cmd, params)) if not render_cmds: - raise TypeError("Please specify what to plot using the 'render_*' functions before calling 'imshow()'.") + raise TypeError( + "Please specify what to plot using the 'render_*' functions before calling 'imshow()'." + ) if title is not None: if isinstance(title, str): @@ -828,18 +844,26 @@ def show( ax_x_min, ax_x_max = ax.get_xlim() ax_y_max, ax_y_min = ax.get_ylim() # (0, 0) is top-left - coordinate_systems = sdata.coordinate_systems if coordinate_systems is None else coordinate_systems + coordinate_systems = ( + sdata.coordinate_systems + if coordinate_systems is None + else coordinate_systems + ) if isinstance(coordinate_systems, str): coordinate_systems = [coordinate_systems] for cs in coordinate_systems: if cs not in sdata.coordinate_systems: - raise ValueError(f"Unknown coordinate system '{cs}', valid choices are: {sdata.coordinate_systems}") + raise ValueError( + f"Unknown coordinate system '{cs}', valid choices are: {sdata.coordinate_systems}" + ) # Check if user specified only certain elements to be plotted cs_contents = _get_cs_contents(sdata) - elements_to_be_rendered = _get_elements_to_be_rendered(render_cmds, cs_contents, cs) + elements_to_be_rendered = _get_elements_to_be_rendered( + render_cmds, cs_contents, cs + ) # filter out cs without relevant elements cmds = [cmd for cmd, _ in render_cmds] @@ -906,8 +930,10 @@ def show( # We create a copy here as the wanted elements can change from one cs to another. params_copy = deepcopy(params) if cmd == "render_images" and has_images: - wanted_elements, wanted_images_on_this_cs, wants_images = _get_wanted_render_elements( - sdata, wanted_elements, params_copy, cs, "images" + wanted_elements, wanted_images_on_this_cs, wants_images = ( + _get_wanted_render_elements( + sdata, wanted_elements, params_copy, cs, "images" + ) ) if wanted_images_on_this_cs: @@ -928,8 +954,10 @@ def show( ) elif cmd == "render_shapes" and has_shapes: - wanted_elements, wanted_shapes_on_this_cs, wants_shapes = _get_wanted_render_elements( - sdata, wanted_elements, params_copy, cs, "shapes" + wanted_elements, wanted_shapes_on_this_cs, wants_shapes = ( + _get_wanted_render_elements( + sdata, wanted_elements, params_copy, cs, "shapes" + ) ) if wanted_shapes_on_this_cs: @@ -944,8 +972,10 @@ def show( ) elif cmd == "render_points" and has_points: - wanted_elements, wanted_points_on_this_cs, wants_points = _get_wanted_render_elements( - sdata, wanted_elements, params_copy, cs, "points" + wanted_elements, wanted_points_on_this_cs, wants_points = ( + _get_wanted_render_elements( + sdata, wanted_elements, params_copy, cs, "points" + ) ) if wanted_points_on_this_cs: @@ -960,15 +990,19 @@ def show( ) elif cmd == "render_labels" and has_labels: - wanted_elements, wanted_labels_on_this_cs, wants_labels = _get_wanted_render_elements( - sdata, wanted_elements, params_copy, cs, "labels" + wanted_elements, wanted_labels_on_this_cs, wants_labels = ( + _get_wanted_render_elements( + sdata, wanted_elements, params_copy, cs, "labels" + ) ) if wanted_labels_on_this_cs: if (table := params_copy.table_name) is not None: assert isinstance(params_copy.color, str) colors = sc.get.obs_df(sdata[table], [params_copy.color]) - if isinstance(colors[params_copy.color].dtype, pd.CategoricalDtype): + if isinstance( + colors[params_copy.color].dtype, pd.CategoricalDtype + ): _maybe_set_colors( source=sdata[table], target=sdata[table], @@ -1000,7 +1034,9 @@ def show( try: t = title[i] except IndexError as e: - raise IndexError("The number of titles must match the number of coordinate systems.") from e + raise IndexError( + "The number of titles must match the number of coordinate systems." + ) from e ax.set_title(t) ax.set_aspect("equal") @@ -1032,4 +1068,8 @@ def show( # https://stackoverflow.com/a/64523765 if not hasattr(sys, "ps1"): plt.show() - return (fig_params.ax if fig_params.axs is None else fig_params.axs) if return_ax else None # shuts up ruff + return ( + (fig_params.ax if fig_params.axs is None else fig_params.axs) + if return_ax + else None + ) # shuts up ruff diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index d7707541..791e092d 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -88,7 +88,9 @@ def _render_shapes( ) sdata_filt[element] = shapes = element_dict[element] joined_table.uns["spatialdata_attrs"]["region"] = ( - joined_table.obs[joined_table.uns["spatialdata_attrs"]["region_key"]].unique().tolist() + joined_table.obs[joined_table.uns["spatialdata_attrs"]["region_key"]] + .unique() + .tolist() ) sdata_filt[table_name] = table = joined_table @@ -105,7 +107,9 @@ def _render_shapes( UserWarning, stacklevel=2, ) - sdata_filt[table_name].obs[col_for_color] = sdata_filt[table_name].obs[col_for_color].astype("category") + sdata_filt[table_name].obs[col_for_color] = ( + sdata_filt[table_name].obs[col_for_color].astype("category") + ) # get color vector (categorical or continuous) color_source_vector, color_vector, _ = _set_color_source_vec( @@ -146,9 +150,13 @@ def _render_shapes( if color_source_vector is None: palette = ListedColormap(dict.fromkeys(color_vector)) else: - palette = ListedColormap(dict.fromkeys(color_vector[~pd.Categorical(color_source_vector).isnull()])) + palette = ListedColormap( + dict.fromkeys(color_vector[~pd.Categorical(color_source_vector).isnull()]) + ) - if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex(render_params.cmap_params.na_color): + if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex( + 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 col_for_color is not None: color_source_vector = color_source_vector.remove_unused_categories() @@ -157,7 +165,9 @@ def _render_shapes( colorbar = False if col_for_color is None else legend_params.colorbar # Apply the transformation to the PatchCollection's paths - trans, trans_data = _prepare_transformation(sdata_filt.shapes[element], coordinate_system) + trans, trans_data = _prepare_transformation( + sdata_filt.shapes[element], coordinate_system + ) shapes = gpd.GeoDataFrame(shapes, geometry="geometry") @@ -183,10 +193,14 @@ def _render_shapes( # Handle circles encoded as points with radius if is_point.any(): scale = shapes[is_point]["radius"] * render_params.scale - sdata_filt.shapes[element].loc[is_point, "geometry"] = _geometry[is_point].buffer(scale.to_numpy()) + sdata_filt.shapes[element].loc[is_point, "geometry"] = _geometry[ + is_point + ].buffer(scale.to_numpy()) # apply transformations to the individual points - element_trans = get_transformation(sdata_filt.shapes[element], to_coordinate_system=coordinate_system) + element_trans = get_transformation( + sdata_filt.shapes[element], to_coordinate_system=coordinate_system + ) tm = _get_transformation_matrix_for_datashader(element_trans) transformed_element = sdata_filt.shapes[element].transform( lambda x: (np.hstack([x, np.ones((x.shape[0], 1))]) @ tm)[:, :2] @@ -198,19 +212,32 @@ def _render_shapes( ) ) - plot_width, plot_height, x_ext, y_ext, factor = _get_extent_and_range_for_datashader_canvas( - transformed_element, "global", ax, fig_params + plot_width, plot_height, x_ext, y_ext, factor = ( + _get_extent_and_range_for_datashader_canvas( + transformed_element, "global", ax, fig_params + ) ) - cvs = ds.Canvas(plot_width=plot_width, plot_height=plot_height, x_range=x_ext, y_range=y_ext) + 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: - transformed_element[col_for_color] = color_vector if color_source_vector is None else color_source_vector + if ( + col_for_color is not None + and col_for_color not in transformed_element.columns + ): + 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 + color_by_categorical = ( + col_for_color is not None and color_source_vector is not None + ) aggregate_with_reduction = 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 and ( + render_params.groups is None or len(render_params.groups) > 1 + ): if color_by_categorical: agg = cvs.polygons( transformed_element, @@ -218,7 +245,11 @@ def _render_shapes( 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" + reduction_name = ( + render_params.ds_reduction + if render_params.ds_reduction is not None + else "mean" + ) logger.info( f'Using the datashader reduction "{reduction_name}". "max" will give an output very close ' "to the matplotlib result." @@ -283,7 +314,9 @@ def _render_shapes( # using an artificial "span" of [X, X + 1] for the color bar # else: all elements would get alpha=0 and the color bar would have a weird range if aggregate_with_reduction[0] == aggregate_with_reduction[1]: - ds_cmap = matplotlib.colors.to_hex(render_params.cmap_params.cmap(0.0), keep_alpha=False) + ds_cmap = matplotlib.colors.to_hex( + render_params.cmap_params.cmap(0.0), keep_alpha=False + ) aggregate_with_reduction = ( aggregate_with_reduction[0], aggregate_with_reduction[0] + 1, @@ -299,7 +332,11 @@ def _render_shapes( # 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: + if ( + isinstance(outline_color, str) + and outline_color.startswith("#") + and len(outline_color) == 9 + ): logger.info( "alpha component of given RGBA value for outline color is discarded, because outline_alpha" " takes precedent." @@ -314,7 +351,9 @@ def _render_shapes( how="linear", ) # prevent min_alpha == 255, bc that led to fully colored test plots instead of just colored points/shapes - rgba_image, trans_data = _create_image_from_datashader_result(ds_result, factor, ax) + rgba_image, trans_data = _create_image_from_datashader_result( + ds_result, factor, ax + ) _cax = _ax_show_and_transform( rgba_image, trans_data, @@ -325,7 +364,9 @@ def _render_shapes( ) # render outline image if needed if render_outlines: - rgba_image, trans_data = _create_image_from_datashader_result(ds_outlines, factor, ax) + rgba_image, trans_data = _create_image_from_datashader_result( + ds_outlines, factor, ax + ) _ax_show_and_transform( rgba_image, trans_data, @@ -337,9 +378,15 @@ def _render_shapes( cax = None if aggregate_with_reduction is not None: - vmin = aggregate_with_reduction[0].values if norm.vmin is None else norm.vmin - vmax = aggregate_with_reduction[1].values if norm.vmax is None else norm.vmax - if (norm.vmin is not None or norm.vmax is not None) and norm.vmin == norm.vmax: + vmin = ( + aggregate_with_reduction[0].values if norm.vmin is None else norm.vmin + ) + vmax = ( + aggregate_with_reduction[1].values if norm.vmax is None else norm.vmax + ) + if ( + norm.vmin is not None or norm.vmax is not None + ) and norm.vmin == norm.vmax: # value (vmin=vmax) is placed in the middle of the colorbar so that we can distinguish it from over and # under values in case clip=True or clip=False with cmap(under)=cmap(0) & cmap(over)=cmap(1) vmin = norm.vmin - 0.5 @@ -377,13 +424,17 @@ def _render_shapes( vmax=render_params.cmap_params.norm.vmax or max(color_vector), ) - if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex(render_params.cmap_params.na_color): + if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex( + 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() # False if user specified color-like with 'color' parameter - colorbar = False if render_params.col_for_color is None else legend_params.colorbar + colorbar = ( + False if render_params.col_for_color is None else legend_params.colorbar + ) _ = _decorate_axs( ax=ax, @@ -442,7 +493,10 @@ def _render_points( if col_for_color is None or ( table_name is not None - and (col_for_color in sdata_filt[table_name].obs.columns or col_for_color in sdata_filt[table_name].var_names) + and ( + col_for_color in sdata_filt[table_name].obs.columns + or col_for_color in sdata_filt[table_name].var_names + ) ): points = points[coords].compute() if ( @@ -457,7 +511,9 @@ def _render_points( UserWarning, stacklevel=2, ) - sdata_filt[table_name].obs[col_for_color] = sdata_filt[table_name].obs[col_for_color].astype("category") + sdata_filt[table_name].obs[col_for_color] = ( + sdata_filt[table_name].obs[col_for_color].astype("category") + ) else: coords += [col_for_color] points = points[coords].compute() @@ -473,12 +529,14 @@ def _render_points( table_name=table_name, table_layer=table_layer, ) - points_color_values = points.merge(points_color_values, how="left", left_index=True, right_index=True)[ - col_for_color - ] + points_color_values = points.merge( + points_color_values, how="left", left_index=True, right_index=True + )[col_for_color] points = points[points_color_values.isin(groups)] if len(points) <= 0: - raise ValueError(f"None of the groups {groups} could be found in the column '{col_for_color}'.") + raise ValueError( + f"None of the groups {groups} could be found in the column '{col_for_color}'." + ) # we construct an anndata to hack the plotting functions if table_name is None: @@ -492,9 +550,16 @@ def _render_points( # if the points are colored by values in X (or a different layer), add the values to obs if col_for_color in sdata_filt[table_name].var_names: if table_layer is None: - adata_obs[col_for_color] = sdata_filt[table_name][:, col_for_color].X.flatten().copy() + adata_obs[col_for_color] = ( + sdata_filt[table_name][:, col_for_color].X.flatten().copy() + ) else: - adata_obs[col_for_color] = sdata_filt[table_name][:, col_for_color].layers[table_layer].flatten().copy() + adata_obs[col_for_color] = ( + sdata_filt[table_name][:, col_for_color] + .layers[table_layer] + .flatten() + .copy() + ) if groups is not None: adata_obs = adata_obs[adata_obs[col_for_color].isin(groups)] adata = AnnData( @@ -508,9 +573,13 @@ def _render_points( # we can modify the sdata because of dealing with a copy # Convert back to dask dataframe to modify sdata - transformation_in_cs = sdata_filt.points[element].attrs["transform"][coordinate_system] + transformation_in_cs = sdata_filt.points[element].attrs["transform"][ + coordinate_system + ] points = dask.dataframe.from_pandas(points, npartitions=1) - sdata_filt.points[element] = PointsModel.parse(points, coordinates={"x": "x", "y": "y"}) + sdata_filt.points[element] = PointsModel.parse( + points, coordinates={"x": "x", "y": "y"} + ) # restore transformation in coordinate system of interest set_transformation( element=sdata_filt.points[element], @@ -531,7 +600,11 @@ def _render_points( ) # when user specified a single color, we emulate the form of `na_color` and use it - default_color = color if col_for_color is None and color is not None else render_params.cmap_params.na_color + default_color = ( + color + if col_for_color is None and color is not None + else render_params.cmap_params.na_color + ) color_source_vector, color_vector, _ = _set_color_source_vec( sdata=sdata_filt, @@ -551,7 +624,9 @@ def _render_points( if color_source_vector is None and render_params.transfunc is not None: color_vector = render_params.transfunc(color_vector) - trans, trans_data = _prepare_transformation(sdata.points[element], coordinate_system, ax) + trans, trans_data = _prepare_transformation( + sdata.points[element], coordinate_system, ax + ) norm = copy(render_params.cmap_params.norm) @@ -577,29 +652,50 @@ def _render_points( # apply transformations transformed_element = PointsModel.parse( trans.transform(sdata_filt.points[element][["x", "y"]]), - annotation=sdata_filt.points[element][sdata_filt.points[element].columns.drop(["x", "y"])], + annotation=sdata_filt.points[element][ + sdata_filt.points[element].columns.drop(["x", "y"]) + ], transformations={coordinate_system: Identity()}, ) - plot_width, plot_height, x_ext, y_ext, factor = _get_extent_and_range_for_datashader_canvas( - transformed_element, coordinate_system, ax, fig_params + plot_width, plot_height, x_ext, y_ext, factor = ( + _get_extent_and_range_for_datashader_canvas( + transformed_element, coordinate_system, ax, fig_params + ) ) # 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) + cvs = ds.Canvas( + plot_width=plot_width, plot_height=plot_height, x_range=x_ext, y_range=y_ext + ) - color_by_categorical = col_for_color is not None and transformed_element[col_for_color].values.dtype in ( + color_by_categorical = col_for_color is not None and transformed_element[ + col_for_color + ].values.dtype in ( object, "categorical", ) - 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") + 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 - 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 and ( + render_params.groups is None or len(render_params.groups) > 1 + ): if color_by_categorical: - agg = cvs.points(transformed_element, "x", "y", agg=ds.by(col_for_color, ds.count())) + 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" + reduction_name = ( + render_params.ds_reduction + if render_params.ds_reduction is not None + else "sum" + ) logger.info( f'Using the datashader reduction "{reduction_name}". "max" will give an output very close ' "to the matplotlib result." @@ -640,10 +736,16 @@ 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] == "#": + 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 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]) @@ -663,8 +765,12 @@ def _render_points( # in case all elements have the same value X: we render them using cmap(0.0), # using an artificial "span" of [X, X + 1] for the color bar # else: all elements would get alpha=0 and the color bar would have a weird range - if aggregate_with_reduction[0] == aggregate_with_reduction[1] and (ds_span is None or ds_span != [0, 1]): - ds_cmap = matplotlib.colors.to_hex(render_params.cmap_params.cmap(0.0), keep_alpha=False) + if aggregate_with_reduction[0] == aggregate_with_reduction[1] and ( + ds_span is None or ds_span != [0, 1] + ): + ds_cmap = matplotlib.colors.to_hex( + render_params.cmap_params.cmap(0.0), keep_alpha=False + ) aggregate_with_reduction = ( aggregate_with_reduction[0], aggregate_with_reduction[0] + 1, @@ -678,7 +784,9 @@ def _render_points( min_alpha=np.min([254, render_params.alpha * 255]), ) # prevent min_alpha == 255, bc that led to fully colored test plots instead of just colored points/shapes - rgba_image, trans_data = _create_image_from_datashader_result(ds_result, factor, ax) + rgba_image, trans_data = _create_image_from_datashader_result( + ds_result, factor, ax + ) _ax_show_and_transform( rgba_image, trans_data, @@ -690,9 +798,15 @@ def _render_points( cax = None if aggregate_with_reduction is not None: - vmin = aggregate_with_reduction[0].values if norm.vmin is None else norm.vmin - vmax = aggregate_with_reduction[1].values if norm.vmax is None else norm.vmax - if (norm.vmin is not None or norm.vmax is not None) and norm.vmin == norm.vmax: + vmin = ( + aggregate_with_reduction[0].values if norm.vmin is None else norm.vmin + ) + vmax = ( + aggregate_with_reduction[1].values if norm.vmax is None else norm.vmax + ) + if ( + norm.vmin is not None or norm.vmax is not None + ) and norm.vmin == norm.vmax: # value (vmin=vmax) is placed in the middle of the colorbar so that we can distinguish it from over and # under values in case clip=True or clip=False with cmap(under)=cmap(0) & cmap(over)=cmap(1) vmin = norm.vmin - 0.5 @@ -720,15 +834,23 @@ def _render_points( cax = ax.add_collection(_cax) if update_parameters: # necessary if points are plotted with mpl first and then with datashader - extent = get_extent(sdata_filt.points[element], coordinate_system=coordinate_system) + extent = get_extent( + sdata_filt.points[element], coordinate_system=coordinate_system + ) ax.set_xbound(extent["x"]) ax.set_ybound(extent["y"]) - if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex(render_params.cmap_params.na_color): + if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex( + render_params.cmap_params.na_color + ): if color_source_vector is None: palette = ListedColormap(dict.fromkeys(color_vector)) else: - palette = ListedColormap(dict.fromkeys(color_vector[~pd.Categorical(color_source_vector).isnull()])) + palette = ListedColormap( + dict.fromkeys( + color_vector[~pd.Categorical(color_source_vector).isnull()] + ) + ) _ = _decorate_axs( ax=ax, @@ -761,6 +883,7 @@ def _render_images( scalebar_params: ScalebarParams, legend_params: LegendParams, rasterize: bool, + bg_threshold: float = 1e-4, ) -> None: sdata_filt = sdata.filter_by_coordinate_system( coordinate_system=coordinate_system, @@ -792,7 +915,11 @@ def _render_images( extent=extent, ) - channels = img.coords["c"].values.tolist() if render_params.channel is None else render_params.channel + channels = ( + img.coords["c"].values.tolist() + if render_params.channel is None + else render_params.channel + ) # the channel parameter has been previously validated, so when not None, render_params.channel is a list assert isinstance(channels, list) @@ -810,14 +937,23 @@ def _render_images( ) # not using got_multiple_cmaps here because of ruff :( - if isinstance(render_params.cmap_params, list) and len(render_params.cmap_params) != n_channels: - raise ValueError("If 'cmap' is provided, its length must match the number of channels.") + if ( + isinstance(render_params.cmap_params, list) + and len(render_params.cmap_params) != n_channels + ): + raise ValueError( + "If 'cmap' is provided, its length must match the number of channels." + ) _, trans_data = _prepare_transformation(img, coordinate_system, ax) # 1) Image has only 1 channel if n_channels == 1 and not isinstance(render_params.cmap_params, list): - layer = img.sel(c=channels[0]).squeeze() if isinstance(channels[0], str) else img.isel(c=channels[0]).squeeze() + layer = ( + img.sel(c=channels[0]).squeeze() + if isinstance(channels[0], str) + else img.isel(c=channels[0]).squeeze() + ) cmap = ( _get_linear_colormap(palette, "k")[0] @@ -857,14 +993,21 @@ def _render_images( layers[c] = render_params.cmap_params[ch_index].norm(layers[c]) # 2A) Image has 3 channels, no palette info, and no/only one cmap was given - if palette is None and n_channels == 3 and not isinstance(render_params.cmap_params, list): + if ( + palette is None + and n_channels == 3 + and not isinstance(render_params.cmap_params, list) + ): if render_params.cmap_params.cmap_is_default: # -> use RGB stacked = np.stack([layers[c] for c in channels], axis=-1) else: # -> use given cmap for each channel channel_cmaps = [render_params.cmap_params.cmap] * n_channels stacked = ( np.stack( - [channel_cmaps[ind](layers[ch]) for ind, ch in enumerate(channels)], + [ + channel_cmaps[ind](layers[ch]) + for ind, ch in enumerate(channels) + ], 0, ).sum(0) / n_channels @@ -914,11 +1057,31 @@ def _render_images( # Stack (n_channels, height, width) → (height*width, n_channels) h, w = layers[channels[0]].shape pixel_matrix = np.stack( - [(layers[c].data.ravel() if hasattr(layers[c], "data") else layers[c].ravel()) for c in channels], + [ + ( + layers[c].data.ravel() + if hasattr(layers[c], "data") + else layers[c].ravel() + ) + for c in channels + ], axis=1, ) - pca_rgb = PCA(n_components=3).fit_transform(pixel_matrix) + # Calculate pixel sums and create mask for background + pixel_sums = np.sum(pixel_matrix, axis=1) + mask = pixel_sums > bg_threshold + + # Only use non-background pixels for PCA + pca_rgb = np.zeros((h * w, 3)) + if np.any(mask): + pca_rgb[mask] = PCA(n_components=3).fit_transform( + pixel_matrix[mask] + ) + else: + logger.warning( + "All pixels are below background threshold. Using zeros for PCA visualization." + ) # Rescale to [0, 1] range pca_rgb -= pca_rgb.min(axis=0) @@ -926,7 +1089,9 @@ def _render_images( colored = pca_rgb.reshape(h, w, 3) - logger.info(f"Visualizing {n_channels} channels using PCA → RGB projection") + logger.info( + f"Visualizing {n_channels} channels using PCA → RGB projection" + ) _ax_show_and_transform( colored, @@ -1035,7 +1200,9 @@ def _render_labels( table_layer=table_layer, ) - def _draw_labels(seg_erosionpx: int | None, seg_boundaries: bool, alpha: float) -> matplotlib.image.AxesImage: + def _draw_labels( + seg_erosionpx: int | None, seg_boundaries: bool, alpha: float + ) -> matplotlib.image.AxesImage: labels = _map_color_seg( seg=label.values, cell_id=instance_id, @@ -1068,7 +1235,9 @@ def _draw_labels(seg_erosionpx: int | None, seg_boundaries: bool, alpha: float) if (render_params.fill_alpha > 0.0 and render_params.outline_alpha == 0.0) or ( render_params.fill_alpha == render_params.outline_alpha ): - cax = _draw_labels(seg_erosionpx=None, seg_boundaries=False, alpha=render_params.fill_alpha) + cax = _draw_labels( + seg_erosionpx=None, seg_boundaries=False, alpha=render_params.fill_alpha + ) alpha_to_decorate_ax = render_params.fill_alpha # outline-only case @@ -1083,7 +1252,9 @@ def _draw_labels(seg_erosionpx: int | None, seg_boundaries: bool, alpha: float) # pretty case: both outline and infill elif render_params.fill_alpha > 0.0 and render_params.outline_alpha > 0.0: # first plot the infill ... - cax_infill = _draw_labels(seg_erosionpx=None, seg_boundaries=False, alpha=render_params.fill_alpha) + cax_infill = _draw_labels( + seg_erosionpx=None, seg_boundaries=False, alpha=render_params.fill_alpha + ) # ... then overlay the contour cax_contour = _draw_labels( @@ -1093,11 +1264,19 @@ def _draw_labels(seg_erosionpx: int | None, seg_boundaries: bool, alpha: float) ) # pass the less-transparent _cax for the legend - cax = cax_infill if render_params.fill_alpha > render_params.outline_alpha else cax_contour - alpha_to_decorate_ax = max(render_params.fill_alpha, render_params.outline_alpha) + cax = ( + cax_infill + if render_params.fill_alpha > render_params.outline_alpha + else cax_contour + ) + alpha_to_decorate_ax = max( + render_params.fill_alpha, render_params.outline_alpha + ) else: - raise ValueError("Parameters 'fill_alpha' and 'outline_alpha' cannot both be 0.") + raise ValueError( + "Parameters 'fill_alpha' and 'outline_alpha' cannot both be 0." + ) _ = _decorate_axs( ax=ax, @@ -1114,7 +1293,11 @@ def _draw_labels(seg_erosionpx: int | None, seg_boundaries: bool, alpha: float) legend_fontweight=legend_params.legend_fontweight, legend_loc=legend_params.legend_loc, legend_fontoutline=legend_params.legend_fontoutline, - na_in_legend=(legend_params.na_in_legend if groups is None else len(groups) == len(set(color_vector))), + na_in_legend=( + legend_params.na_in_legend + if groups is None + else len(groups) == len(set(color_vector)) + ), colorbar=legend_params.colorbar, scalebar_dx=scalebar_params.scalebar_dx, scalebar_units=scalebar_params.scalebar_units, From 07d07dba910641833f365699d00164a88eebcc4c Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 22 Apr 2025 22:35:17 +0000 Subject: [PATCH 04/30] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- src/spatialdata_plot/pl/basic.py | 66 ++---- src/spatialdata_plot/pl/render.py | 321 +++++++----------------------- 2 files changed, 91 insertions(+), 296 deletions(-) diff --git a/src/spatialdata_plot/pl/basic.py b/src/spatialdata_plot/pl/basic.py index 18427e84..d09b1641 100644 --- a/src/spatialdata_plot/pl/basic.py +++ b/src/spatialdata_plot/pl/basic.py @@ -148,11 +148,7 @@ def _copy( shapes=self._sdata.shapes if shapes is None else shapes, tables=self._sdata.tables if tables is None else tables, ) - sdata.plotting_tree = ( - self._sdata.plotting_tree - if hasattr(self._sdata, "plotting_tree") - else OrderedDict() - ) + sdata.plotting_tree = self._sdata.plotting_tree if hasattr(self._sdata, "plotting_tree") else OrderedDict() return sdata @@ -425,9 +421,7 @@ def render_points( if not isinstance(method, str): raise TypeError("Parameter 'method' must be a string.") if method not in ["matplotlib", "datashader"]: - raise ValueError( - "Parameter 'method' must be either 'matplotlib' or 'datashader'." - ) + raise ValueError("Parameter 'method' must be either 'matplotlib' or 'datashader'.") sdata = self._copy() sdata = _verify_plotting_tree(sdata) @@ -825,9 +819,7 @@ def show( render_cmds.append((cmd, params)) if not render_cmds: - raise TypeError( - "Please specify what to plot using the 'render_*' functions before calling 'imshow()'." - ) + raise TypeError("Please specify what to plot using the 'render_*' functions before calling 'imshow()'.") if title is not None: if isinstance(title, str): @@ -844,26 +836,18 @@ def show( ax_x_min, ax_x_max = ax.get_xlim() ax_y_max, ax_y_min = ax.get_ylim() # (0, 0) is top-left - coordinate_systems = ( - sdata.coordinate_systems - if coordinate_systems is None - else coordinate_systems - ) + coordinate_systems = sdata.coordinate_systems if coordinate_systems is None else coordinate_systems if isinstance(coordinate_systems, str): coordinate_systems = [coordinate_systems] for cs in coordinate_systems: if cs not in sdata.coordinate_systems: - raise ValueError( - f"Unknown coordinate system '{cs}', valid choices are: {sdata.coordinate_systems}" - ) + raise ValueError(f"Unknown coordinate system '{cs}', valid choices are: {sdata.coordinate_systems}") # Check if user specified only certain elements to be plotted cs_contents = _get_cs_contents(sdata) - elements_to_be_rendered = _get_elements_to_be_rendered( - render_cmds, cs_contents, cs - ) + elements_to_be_rendered = _get_elements_to_be_rendered(render_cmds, cs_contents, cs) # filter out cs without relevant elements cmds = [cmd for cmd, _ in render_cmds] @@ -930,10 +914,8 @@ def show( # We create a copy here as the wanted elements can change from one cs to another. params_copy = deepcopy(params) if cmd == "render_images" and has_images: - wanted_elements, wanted_images_on_this_cs, wants_images = ( - _get_wanted_render_elements( - sdata, wanted_elements, params_copy, cs, "images" - ) + wanted_elements, wanted_images_on_this_cs, wants_images = _get_wanted_render_elements( + sdata, wanted_elements, params_copy, cs, "images" ) if wanted_images_on_this_cs: @@ -954,10 +936,8 @@ def show( ) elif cmd == "render_shapes" and has_shapes: - wanted_elements, wanted_shapes_on_this_cs, wants_shapes = ( - _get_wanted_render_elements( - sdata, wanted_elements, params_copy, cs, "shapes" - ) + wanted_elements, wanted_shapes_on_this_cs, wants_shapes = _get_wanted_render_elements( + sdata, wanted_elements, params_copy, cs, "shapes" ) if wanted_shapes_on_this_cs: @@ -972,10 +952,8 @@ def show( ) elif cmd == "render_points" and has_points: - wanted_elements, wanted_points_on_this_cs, wants_points = ( - _get_wanted_render_elements( - sdata, wanted_elements, params_copy, cs, "points" - ) + wanted_elements, wanted_points_on_this_cs, wants_points = _get_wanted_render_elements( + sdata, wanted_elements, params_copy, cs, "points" ) if wanted_points_on_this_cs: @@ -990,19 +968,15 @@ def show( ) elif cmd == "render_labels" and has_labels: - wanted_elements, wanted_labels_on_this_cs, wants_labels = ( - _get_wanted_render_elements( - sdata, wanted_elements, params_copy, cs, "labels" - ) + wanted_elements, wanted_labels_on_this_cs, wants_labels = _get_wanted_render_elements( + sdata, wanted_elements, params_copy, cs, "labels" ) if wanted_labels_on_this_cs: if (table := params_copy.table_name) is not None: assert isinstance(params_copy.color, str) colors = sc.get.obs_df(sdata[table], [params_copy.color]) - if isinstance( - colors[params_copy.color].dtype, pd.CategoricalDtype - ): + if isinstance(colors[params_copy.color].dtype, pd.CategoricalDtype): _maybe_set_colors( source=sdata[table], target=sdata[table], @@ -1034,9 +1008,7 @@ def show( try: t = title[i] except IndexError as e: - raise IndexError( - "The number of titles must match the number of coordinate systems." - ) from e + raise IndexError("The number of titles must match the number of coordinate systems.") from e ax.set_title(t) ax.set_aspect("equal") @@ -1068,8 +1040,4 @@ def show( # https://stackoverflow.com/a/64523765 if not hasattr(sys, "ps1"): plt.show() - return ( - (fig_params.ax if fig_params.axs is None else fig_params.axs) - if return_ax - else None - ) # shuts up ruff + return (fig_params.ax if fig_params.axs is None else fig_params.axs) if return_ax else None # shuts up ruff diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index 791e092d..7ad83d11 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -88,9 +88,7 @@ def _render_shapes( ) sdata_filt[element] = shapes = element_dict[element] joined_table.uns["spatialdata_attrs"]["region"] = ( - joined_table.obs[joined_table.uns["spatialdata_attrs"]["region_key"]] - .unique() - .tolist() + joined_table.obs[joined_table.uns["spatialdata_attrs"]["region_key"]].unique().tolist() ) sdata_filt[table_name] = table = joined_table @@ -107,9 +105,7 @@ def _render_shapes( UserWarning, stacklevel=2, ) - sdata_filt[table_name].obs[col_for_color] = ( - sdata_filt[table_name].obs[col_for_color].astype("category") - ) + sdata_filt[table_name].obs[col_for_color] = sdata_filt[table_name].obs[col_for_color].astype("category") # get color vector (categorical or continuous) color_source_vector, color_vector, _ = _set_color_source_vec( @@ -150,13 +146,9 @@ def _render_shapes( if color_source_vector is None: palette = ListedColormap(dict.fromkeys(color_vector)) else: - palette = ListedColormap( - dict.fromkeys(color_vector[~pd.Categorical(color_source_vector).isnull()]) - ) + palette = ListedColormap(dict.fromkeys(color_vector[~pd.Categorical(color_source_vector).isnull()])) - if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex( - render_params.cmap_params.na_color - ): + if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex(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 col_for_color is not None: color_source_vector = color_source_vector.remove_unused_categories() @@ -165,9 +157,7 @@ def _render_shapes( colorbar = False if col_for_color is None else legend_params.colorbar # Apply the transformation to the PatchCollection's paths - trans, trans_data = _prepare_transformation( - sdata_filt.shapes[element], coordinate_system - ) + trans, trans_data = _prepare_transformation(sdata_filt.shapes[element], coordinate_system) shapes = gpd.GeoDataFrame(shapes, geometry="geometry") @@ -193,14 +183,10 @@ def _render_shapes( # Handle circles encoded as points with radius if is_point.any(): scale = shapes[is_point]["radius"] * render_params.scale - sdata_filt.shapes[element].loc[is_point, "geometry"] = _geometry[ - is_point - ].buffer(scale.to_numpy()) + sdata_filt.shapes[element].loc[is_point, "geometry"] = _geometry[is_point].buffer(scale.to_numpy()) # apply transformations to the individual points - element_trans = get_transformation( - sdata_filt.shapes[element], to_coordinate_system=coordinate_system - ) + element_trans = get_transformation(sdata_filt.shapes[element], to_coordinate_system=coordinate_system) tm = _get_transformation_matrix_for_datashader(element_trans) transformed_element = sdata_filt.shapes[element].transform( lambda x: (np.hstack([x, np.ones((x.shape[0], 1))]) @ tm)[:, :2] @@ -212,32 +198,19 @@ def _render_shapes( ) ) - plot_width, plot_height, x_ext, y_ext, factor = ( - _get_extent_and_range_for_datashader_canvas( - transformed_element, "global", ax, fig_params - ) + plot_width, plot_height, x_ext, y_ext, factor = _get_extent_and_range_for_datashader_canvas( + transformed_element, "global", ax, fig_params ) - cvs = ds.Canvas( - plot_width=plot_width, plot_height=plot_height, x_range=x_ext, y_range=y_ext - ) + 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 - ): - transformed_element[col_for_color] = ( - color_vector if color_source_vector is None else color_source_vector - ) + if col_for_color is not None and col_for_color not in transformed_element.columns: + 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 - ) + color_by_categorical = col_for_color is not None and color_source_vector is not None aggregate_with_reduction = 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 and (render_params.groups is None or len(render_params.groups) > 1): if color_by_categorical: agg = cvs.polygons( transformed_element, @@ -245,11 +218,7 @@ def _render_shapes( 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" - ) + reduction_name = render_params.ds_reduction if render_params.ds_reduction is not None else "mean" logger.info( f'Using the datashader reduction "{reduction_name}". "max" will give an output very close ' "to the matplotlib result." @@ -314,9 +283,7 @@ def _render_shapes( # using an artificial "span" of [X, X + 1] for the color bar # else: all elements would get alpha=0 and the color bar would have a weird range if aggregate_with_reduction[0] == aggregate_with_reduction[1]: - ds_cmap = matplotlib.colors.to_hex( - render_params.cmap_params.cmap(0.0), keep_alpha=False - ) + ds_cmap = matplotlib.colors.to_hex(render_params.cmap_params.cmap(0.0), keep_alpha=False) aggregate_with_reduction = ( aggregate_with_reduction[0], aggregate_with_reduction[0] + 1, @@ -332,11 +299,7 @@ def _render_shapes( # 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 - ): + if isinstance(outline_color, str) and outline_color.startswith("#") and len(outline_color) == 9: logger.info( "alpha component of given RGBA value for outline color is discarded, because outline_alpha" " takes precedent." @@ -351,9 +314,7 @@ def _render_shapes( how="linear", ) # prevent min_alpha == 255, bc that led to fully colored test plots instead of just colored points/shapes - rgba_image, trans_data = _create_image_from_datashader_result( - ds_result, factor, ax - ) + rgba_image, trans_data = _create_image_from_datashader_result(ds_result, factor, ax) _cax = _ax_show_and_transform( rgba_image, trans_data, @@ -364,9 +325,7 @@ def _render_shapes( ) # render outline image if needed if render_outlines: - rgba_image, trans_data = _create_image_from_datashader_result( - ds_outlines, factor, ax - ) + rgba_image, trans_data = _create_image_from_datashader_result(ds_outlines, factor, ax) _ax_show_and_transform( rgba_image, trans_data, @@ -378,15 +337,9 @@ def _render_shapes( cax = None if aggregate_with_reduction is not None: - vmin = ( - aggregate_with_reduction[0].values if norm.vmin is None else norm.vmin - ) - vmax = ( - aggregate_with_reduction[1].values if norm.vmax is None else norm.vmax - ) - if ( - norm.vmin is not None or norm.vmax is not None - ) and norm.vmin == norm.vmax: + vmin = aggregate_with_reduction[0].values if norm.vmin is None else norm.vmin + vmax = aggregate_with_reduction[1].values if norm.vmax is None else norm.vmax + if (norm.vmin is not None or norm.vmax is not None) and norm.vmin == norm.vmax: # value (vmin=vmax) is placed in the middle of the colorbar so that we can distinguish it from over and # under values in case clip=True or clip=False with cmap(under)=cmap(0) & cmap(over)=cmap(1) vmin = norm.vmin - 0.5 @@ -424,17 +377,13 @@ def _render_shapes( vmax=render_params.cmap_params.norm.vmax or max(color_vector), ) - if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex( - render_params.cmap_params.na_color - ): + if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex(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() # False if user specified color-like with 'color' parameter - colorbar = ( - False if render_params.col_for_color is None else legend_params.colorbar - ) + colorbar = False if render_params.col_for_color is None else legend_params.colorbar _ = _decorate_axs( ax=ax, @@ -493,10 +442,7 @@ def _render_points( if col_for_color is None or ( table_name is not None - and ( - col_for_color in sdata_filt[table_name].obs.columns - or col_for_color in sdata_filt[table_name].var_names - ) + and (col_for_color in sdata_filt[table_name].obs.columns or col_for_color in sdata_filt[table_name].var_names) ): points = points[coords].compute() if ( @@ -511,9 +457,7 @@ def _render_points( UserWarning, stacklevel=2, ) - sdata_filt[table_name].obs[col_for_color] = ( - sdata_filt[table_name].obs[col_for_color].astype("category") - ) + sdata_filt[table_name].obs[col_for_color] = sdata_filt[table_name].obs[col_for_color].astype("category") else: coords += [col_for_color] points = points[coords].compute() @@ -529,14 +473,12 @@ def _render_points( table_name=table_name, table_layer=table_layer, ) - points_color_values = points.merge( - points_color_values, how="left", left_index=True, right_index=True - )[col_for_color] + points_color_values = points.merge(points_color_values, how="left", left_index=True, right_index=True)[ + col_for_color + ] points = points[points_color_values.isin(groups)] if len(points) <= 0: - raise ValueError( - f"None of the groups {groups} could be found in the column '{col_for_color}'." - ) + raise ValueError(f"None of the groups {groups} could be found in the column '{col_for_color}'.") # we construct an anndata to hack the plotting functions if table_name is None: @@ -550,16 +492,9 @@ def _render_points( # if the points are colored by values in X (or a different layer), add the values to obs if col_for_color in sdata_filt[table_name].var_names: if table_layer is None: - adata_obs[col_for_color] = ( - sdata_filt[table_name][:, col_for_color].X.flatten().copy() - ) + adata_obs[col_for_color] = sdata_filt[table_name][:, col_for_color].X.flatten().copy() else: - adata_obs[col_for_color] = ( - sdata_filt[table_name][:, col_for_color] - .layers[table_layer] - .flatten() - .copy() - ) + adata_obs[col_for_color] = sdata_filt[table_name][:, col_for_color].layers[table_layer].flatten().copy() if groups is not None: adata_obs = adata_obs[adata_obs[col_for_color].isin(groups)] adata = AnnData( @@ -573,13 +508,9 @@ def _render_points( # we can modify the sdata because of dealing with a copy # Convert back to dask dataframe to modify sdata - transformation_in_cs = sdata_filt.points[element].attrs["transform"][ - coordinate_system - ] + transformation_in_cs = sdata_filt.points[element].attrs["transform"][coordinate_system] points = dask.dataframe.from_pandas(points, npartitions=1) - sdata_filt.points[element] = PointsModel.parse( - points, coordinates={"x": "x", "y": "y"} - ) + sdata_filt.points[element] = PointsModel.parse(points, coordinates={"x": "x", "y": "y"}) # restore transformation in coordinate system of interest set_transformation( element=sdata_filt.points[element], @@ -600,11 +531,7 @@ def _render_points( ) # when user specified a single color, we emulate the form of `na_color` and use it - default_color = ( - color - if col_for_color is None and color is not None - else render_params.cmap_params.na_color - ) + default_color = color if col_for_color is None and color is not None else render_params.cmap_params.na_color color_source_vector, color_vector, _ = _set_color_source_vec( sdata=sdata_filt, @@ -624,9 +551,7 @@ def _render_points( if color_source_vector is None and render_params.transfunc is not None: color_vector = render_params.transfunc(color_vector) - trans, trans_data = _prepare_transformation( - sdata.points[element], coordinate_system, ax - ) + trans, trans_data = _prepare_transformation(sdata.points[element], coordinate_system, ax) norm = copy(render_params.cmap_params.norm) @@ -652,50 +577,29 @@ def _render_points( # apply transformations transformed_element = PointsModel.parse( trans.transform(sdata_filt.points[element][["x", "y"]]), - annotation=sdata_filt.points[element][ - sdata_filt.points[element].columns.drop(["x", "y"]) - ], + annotation=sdata_filt.points[element][sdata_filt.points[element].columns.drop(["x", "y"])], transformations={coordinate_system: Identity()}, ) - plot_width, plot_height, x_ext, y_ext, factor = ( - _get_extent_and_range_for_datashader_canvas( - transformed_element, coordinate_system, ax, fig_params - ) + plot_width, plot_height, x_ext, y_ext, factor = _get_extent_and_range_for_datashader_canvas( + transformed_element, coordinate_system, ax, fig_params ) # 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 - ) + cvs = ds.Canvas(plot_width=plot_width, plot_height=plot_height, x_range=x_ext, y_range=y_ext) - color_by_categorical = col_for_color is not None and transformed_element[ - col_for_color - ].values.dtype in ( + color_by_categorical = col_for_color is not None and transformed_element[col_for_color].values.dtype in ( object, "categorical", ) - 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") + 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 - 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 and (render_params.groups is None or len(render_params.groups) > 1): if color_by_categorical: - agg = cvs.points( - transformed_element, "x", "y", agg=ds.by(col_for_color, ds.count()) - ) + 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" - ) + reduction_name = render_params.ds_reduction if render_params.ds_reduction is not None else "sum" logger.info( f'Using the datashader reduction "{reduction_name}". "max" will give an output very close ' "to the matplotlib result." @@ -736,16 +640,10 @@ 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] == "#" - ): + 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 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]) @@ -765,12 +663,8 @@ def _render_points( # in case all elements have the same value X: we render them using cmap(0.0), # using an artificial "span" of [X, X + 1] for the color bar # else: all elements would get alpha=0 and the color bar would have a weird range - if aggregate_with_reduction[0] == aggregate_with_reduction[1] and ( - ds_span is None or ds_span != [0, 1] - ): - ds_cmap = matplotlib.colors.to_hex( - render_params.cmap_params.cmap(0.0), keep_alpha=False - ) + if aggregate_with_reduction[0] == aggregate_with_reduction[1] and (ds_span is None or ds_span != [0, 1]): + ds_cmap = matplotlib.colors.to_hex(render_params.cmap_params.cmap(0.0), keep_alpha=False) aggregate_with_reduction = ( aggregate_with_reduction[0], aggregate_with_reduction[0] + 1, @@ -784,9 +678,7 @@ def _render_points( min_alpha=np.min([254, render_params.alpha * 255]), ) # prevent min_alpha == 255, bc that led to fully colored test plots instead of just colored points/shapes - rgba_image, trans_data = _create_image_from_datashader_result( - ds_result, factor, ax - ) + rgba_image, trans_data = _create_image_from_datashader_result(ds_result, factor, ax) _ax_show_and_transform( rgba_image, trans_data, @@ -798,15 +690,9 @@ def _render_points( cax = None if aggregate_with_reduction is not None: - vmin = ( - aggregate_with_reduction[0].values if norm.vmin is None else norm.vmin - ) - vmax = ( - aggregate_with_reduction[1].values if norm.vmax is None else norm.vmax - ) - if ( - norm.vmin is not None or norm.vmax is not None - ) and norm.vmin == norm.vmax: + vmin = aggregate_with_reduction[0].values if norm.vmin is None else norm.vmin + vmax = aggregate_with_reduction[1].values if norm.vmax is None else norm.vmax + if (norm.vmin is not None or norm.vmax is not None) and norm.vmin == norm.vmax: # value (vmin=vmax) is placed in the middle of the colorbar so that we can distinguish it from over and # under values in case clip=True or clip=False with cmap(under)=cmap(0) & cmap(over)=cmap(1) vmin = norm.vmin - 0.5 @@ -834,23 +720,15 @@ def _render_points( cax = ax.add_collection(_cax) if update_parameters: # necessary if points are plotted with mpl first and then with datashader - extent = get_extent( - sdata_filt.points[element], coordinate_system=coordinate_system - ) + extent = get_extent(sdata_filt.points[element], coordinate_system=coordinate_system) ax.set_xbound(extent["x"]) ax.set_ybound(extent["y"]) - if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex( - render_params.cmap_params.na_color - ): + if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex(render_params.cmap_params.na_color): if color_source_vector is None: palette = ListedColormap(dict.fromkeys(color_vector)) else: - palette = ListedColormap( - dict.fromkeys( - color_vector[~pd.Categorical(color_source_vector).isnull()] - ) - ) + palette = ListedColormap(dict.fromkeys(color_vector[~pd.Categorical(color_source_vector).isnull()])) _ = _decorate_axs( ax=ax, @@ -915,11 +793,7 @@ def _render_images( extent=extent, ) - channels = ( - img.coords["c"].values.tolist() - if render_params.channel is None - else render_params.channel - ) + channels = img.coords["c"].values.tolist() if render_params.channel is None else render_params.channel # the channel parameter has been previously validated, so when not None, render_params.channel is a list assert isinstance(channels, list) @@ -937,23 +811,14 @@ def _render_images( ) # not using got_multiple_cmaps here because of ruff :( - if ( - isinstance(render_params.cmap_params, list) - and len(render_params.cmap_params) != n_channels - ): - raise ValueError( - "If 'cmap' is provided, its length must match the number of channels." - ) + if isinstance(render_params.cmap_params, list) and len(render_params.cmap_params) != n_channels: + raise ValueError("If 'cmap' is provided, its length must match the number of channels.") _, trans_data = _prepare_transformation(img, coordinate_system, ax) # 1) Image has only 1 channel if n_channels == 1 and not isinstance(render_params.cmap_params, list): - layer = ( - img.sel(c=channels[0]).squeeze() - if isinstance(channels[0], str) - else img.isel(c=channels[0]).squeeze() - ) + layer = img.sel(c=channels[0]).squeeze() if isinstance(channels[0], str) else img.isel(c=channels[0]).squeeze() cmap = ( _get_linear_colormap(palette, "k")[0] @@ -993,21 +858,14 @@ def _render_images( layers[c] = render_params.cmap_params[ch_index].norm(layers[c]) # 2A) Image has 3 channels, no palette info, and no/only one cmap was given - if ( - palette is None - and n_channels == 3 - and not isinstance(render_params.cmap_params, list) - ): + if palette is None and n_channels == 3 and not isinstance(render_params.cmap_params, list): if render_params.cmap_params.cmap_is_default: # -> use RGB stacked = np.stack([layers[c] for c in channels], axis=-1) else: # -> use given cmap for each channel channel_cmaps = [render_params.cmap_params.cmap] * n_channels stacked = ( np.stack( - [ - channel_cmaps[ind](layers[ch]) - for ind, ch in enumerate(channels) - ], + [channel_cmaps[ind](layers[ch]) for ind, ch in enumerate(channels)], 0, ).sum(0) / n_channels @@ -1057,14 +915,7 @@ def _render_images( # Stack (n_channels, height, width) → (height*width, n_channels) h, w = layers[channels[0]].shape pixel_matrix = np.stack( - [ - ( - layers[c].data.ravel() - if hasattr(layers[c], "data") - else layers[c].ravel() - ) - for c in channels - ], + [(layers[c].data.ravel() if hasattr(layers[c], "data") else layers[c].ravel()) for c in channels], axis=1, ) @@ -1075,13 +926,9 @@ def _render_images( # Only use non-background pixels for PCA pca_rgb = np.zeros((h * w, 3)) if np.any(mask): - pca_rgb[mask] = PCA(n_components=3).fit_transform( - pixel_matrix[mask] - ) + pca_rgb[mask] = PCA(n_components=3).fit_transform(pixel_matrix[mask]) else: - logger.warning( - "All pixels are below background threshold. Using zeros for PCA visualization." - ) + logger.warning("All pixels are below background threshold. Using zeros for PCA visualization.") # Rescale to [0, 1] range pca_rgb -= pca_rgb.min(axis=0) @@ -1089,9 +936,7 @@ def _render_images( colored = pca_rgb.reshape(h, w, 3) - logger.info( - f"Visualizing {n_channels} channels using PCA → RGB projection" - ) + logger.info(f"Visualizing {n_channels} channels using PCA → RGB projection") _ax_show_and_transform( colored, @@ -1200,9 +1045,7 @@ def _render_labels( table_layer=table_layer, ) - def _draw_labels( - seg_erosionpx: int | None, seg_boundaries: bool, alpha: float - ) -> matplotlib.image.AxesImage: + def _draw_labels(seg_erosionpx: int | None, seg_boundaries: bool, alpha: float) -> matplotlib.image.AxesImage: labels = _map_color_seg( seg=label.values, cell_id=instance_id, @@ -1235,9 +1078,7 @@ def _draw_labels( if (render_params.fill_alpha > 0.0 and render_params.outline_alpha == 0.0) or ( render_params.fill_alpha == render_params.outline_alpha ): - cax = _draw_labels( - seg_erosionpx=None, seg_boundaries=False, alpha=render_params.fill_alpha - ) + cax = _draw_labels(seg_erosionpx=None, seg_boundaries=False, alpha=render_params.fill_alpha) alpha_to_decorate_ax = render_params.fill_alpha # outline-only case @@ -1252,9 +1093,7 @@ def _draw_labels( # pretty case: both outline and infill elif render_params.fill_alpha > 0.0 and render_params.outline_alpha > 0.0: # first plot the infill ... - cax_infill = _draw_labels( - seg_erosionpx=None, seg_boundaries=False, alpha=render_params.fill_alpha - ) + cax_infill = _draw_labels(seg_erosionpx=None, seg_boundaries=False, alpha=render_params.fill_alpha) # ... then overlay the contour cax_contour = _draw_labels( @@ -1264,19 +1103,11 @@ def _draw_labels( ) # pass the less-transparent _cax for the legend - cax = ( - cax_infill - if render_params.fill_alpha > render_params.outline_alpha - else cax_contour - ) - alpha_to_decorate_ax = max( - render_params.fill_alpha, render_params.outline_alpha - ) + cax = cax_infill if render_params.fill_alpha > render_params.outline_alpha else cax_contour + alpha_to_decorate_ax = max(render_params.fill_alpha, render_params.outline_alpha) else: - raise ValueError( - "Parameters 'fill_alpha' and 'outline_alpha' cannot both be 0." - ) + raise ValueError("Parameters 'fill_alpha' and 'outline_alpha' cannot both be 0.") _ = _decorate_axs( ax=ax, @@ -1293,11 +1124,7 @@ def _draw_labels( legend_fontweight=legend_params.legend_fontweight, legend_loc=legend_params.legend_loc, legend_fontoutline=legend_params.legend_fontoutline, - na_in_legend=( - legend_params.na_in_legend - if groups is None - else len(groups) == len(set(color_vector)) - ), + na_in_legend=(legend_params.na_in_legend if groups is None else len(groups) == len(set(color_vector))), colorbar=legend_params.colorbar, scalebar_dx=scalebar_params.scalebar_dx, scalebar_units=scalebar_params.scalebar_units, From 0b7fec2e733672b611b81c802be845ceb1e7ab8f Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Tue, 22 Apr 2025 18:43:08 -0400 Subject: [PATCH 05/30] adjusted img render params --- src/spatialdata_plot/pl/render_params.py | 13 +- src/spatialdata_plot/pl/utils.py | 483 +++++++++++++++++------ 2 files changed, 382 insertions(+), 114 deletions(-) diff --git a/src/spatialdata_plot/pl/render_params.py b/src/spatialdata_plot/pl/render_params.py index b44175c3..5dbd404e 100644 --- a/src/spatialdata_plot/pl/render_params.py +++ b/src/spatialdata_plot/pl/render_params.py @@ -9,7 +9,9 @@ from matplotlib.figure import Figure _FontWeight = Literal["light", "normal", "medium", "semibold", "bold", "heavy", "black"] -_FontSize = Literal["xx-small", "x-small", "small", "medium", "large", "x-large", "xx-large"] +_FontSize = Literal[ + "xx-small", "x-small", "small", "medium", "large", "x-large", "xx-large" +] # replace with # from spatialdata._types import ColorLike @@ -90,7 +92,9 @@ class ShapesRenderParams: zorder: int = 0 table_name: str | None = None table_layer: str | None = None - ds_reduction: Literal["sum", "mean", "any", "count", "std", "var", "max", "min"] | None = None + ds_reduction: ( + Literal["sum", "mean", "any", "count", "std", "var", "max", "min"] | None + ) = None @dataclass @@ -110,7 +114,9 @@ class PointsRenderParams: zorder: int = 0 table_name: str | None = None table_layer: str | None = None - ds_reduction: Literal["sum", "mean", "any", "count", "std", "var", "max", "min"] | None = None + ds_reduction: ( + Literal["sum", "mean", "any", "count", "std", "var", "max", "min"] | None + ) = None @dataclass @@ -125,6 +131,7 @@ class ImageRenderParams: percentiles_for_norm: tuple[float | None, float | None] = (None, None) scale: str | None = None zorder: int = 0 + bg_threshold: float = 1e-4 @dataclass diff --git a/src/spatialdata_plot/pl/utils.py b/src/spatialdata_plot/pl/utils.py index d073f275..b0a3ea50 100644 --- a/src/spatialdata_plot/pl/utils.py +++ b/src/spatialdata_plot/pl/utils.py @@ -112,7 +112,9 @@ def _get_coordinate_system_mapping(sdata: SpatialData) -> dict[str, list[str]]: mapping: dict[str, list[str]] = {} if len(coordsys_keys) < 1: - raise ValueError("SpatialData object must have at least one coordinate system to generate a mapping.") + raise ValueError( + "SpatialData object must have at least one coordinate system to generate a mapping." + ) for key in coordsys_keys: mapping[key] = [] @@ -198,14 +200,20 @@ def _prepare_params_plot( axs: None | Sequence[Axes] = [plt.subplot(grid[c]) for c in range(num_panels)] elif num_panels > 1: if not isinstance(ax, Sequence): - raise TypeError(f"Expected `ax` to be a `Sequence`, but got {type(ax).__name__}") + raise TypeError( + f"Expected `ax` to be a `Sequence`, but got {type(ax).__name__}" + ) if ax is not None and len(ax) != num_panels: - raise ValueError(f"Len of `ax`: {len(ax)} is not equal to number of panels: {num_panels}.") + raise ValueError( + f"Len of `ax`: {len(ax)} is not equal to number of panels: {num_panels}." + ) if fig is None: raise ValueError( f"Invalid value of `fig`: {fig}. If a list of `Axes` is passed, a `Figure` must also be specified." ) - assert ax is None or isinstance(ax, Sequence), f"Invalid type of `ax`: {type(ax)}, expected `Sequence`." + assert ax is None or isinstance( + ax, Sequence + ), f"Invalid type of `ax`: {type(ax)}, expected `Sequence`." axs = ax else: axs = None @@ -218,7 +226,9 @@ def _prepare_params_plot( # set scalebar if scalebar_dx is not None: - scalebar_dx, scalebar_units = _get_scalebar(scalebar_dx, scalebar_units, num_panels) + scalebar_dx, scalebar_units = _get_scalebar( + scalebar_dx, scalebar_units, num_panels + ) fig_params = FigParams( fig=fig, @@ -227,7 +237,9 @@ def _prepare_params_plot( num_panels=num_panels, frameon=frameon, ) - scalebar_params = ScalebarParams(scalebar_dx=scalebar_dx, scalebar_units=scalebar_units) + scalebar_params = ScalebarParams( + scalebar_dx=scalebar_dx, scalebar_units=scalebar_units + ) return fig_params, scalebar_params @@ -309,16 +321,24 @@ def _get_centroid_of_pathpatch(pathpatch: mpatches.PathPatch) -> tuple[float, fl area = 0.5 * np.sum(x[:-1] * y[1:] - x[1:] * y[:-1]) # Calculate the centroid coordinates - centroid_x = np.sum((x[:-1] + x[1:]) * (x[:-1] * y[1:] - x[1:] * y[:-1])) / (6 * area) - centroid_y = np.sum((y[:-1] + y[1:]) * (x[:-1] * y[1:] - x[1:] * y[:-1])) / (6 * area) + centroid_x = np.sum((x[:-1] + x[1:]) * (x[:-1] * y[1:] - x[1:] * y[:-1])) / ( + 6 * area + ) + centroid_y = np.sum((y[:-1] + y[1:]) * (x[:-1] * y[1:] - x[1:] * y[:-1])) / ( + 6 * area + ) return centroid_x, centroid_y -def _scale_pathpatch_around_centroid(pathpatch: mpatches.PathPatch, scale_factor: float) -> None: +def _scale_pathpatch_around_centroid( + pathpatch: mpatches.PathPatch, scale_factor: float +) -> None: centroid = _get_centroid_of_pathpatch(pathpatch) vertices = pathpatch.get_path().vertices - scaled_vertices = np.array([centroid + (vertex - centroid) * scale_factor for vertex in vertices]) + scaled_vertices = np.array( + [centroid + (vertex - centroid) * scale_factor for vertex in vertices] + ) pathpatch.get_path().vertices = scaled_vertices @@ -352,12 +372,21 @@ def _get_collection_shape( try: # fails when numeric - if len(c.shape) == 1 and c.shape[0] in [3, 4] and c.shape[0] == len(shapes) and c.dtype == float: + if ( + len(c.shape) == 1 + and c.shape[0] in [3, 4] + and c.shape[0] == len(shapes) + and c.dtype == float + ): if norm is None: c = cmap(c) else: try: - norm = colors.Normalize(vmin=min(c), vmax=max(c)) if norm is None else norm + norm = ( + colors.Normalize(vmin=min(c), vmax=max(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" @@ -371,7 +400,9 @@ 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=min(c), vmax=max(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" @@ -383,7 +414,9 @@ def _get_collection_shape( fill_c[..., -1] *= render_params.fill_alpha if render_params.outline_params.outline: - outline_c = ColorConverter().to_rgba_array(render_params.outline_params.outline_color) + outline_c = ColorConverter().to_rgba_array( + render_params.outline_params.outline_color + ) outline_c[..., -1] = render_params.outline_alpha outline_c = outline_c.tolist() else: @@ -409,7 +442,9 @@ def _assign_fill_and_outline_to_row( row["fill_c"] = fill_c[idx] row["outline_c"] = outline_c[idx] except IndexError as e: - raise IndexError("Could not assign fill and outline colors due to a mismatch in row numbers.") from e + raise IndexError( + "Could not assign fill and outline colors due to a mismatch in row numbers." + ) from e def _process_polygon(row: pd.Series, s: float) -> dict[str, Any]: coords = np.array(row["geometry"].exterior.coords) @@ -431,10 +466,14 @@ def _process_multipolygon(row: pd.Series, s: float) -> list[dict[str, Any]]: def _process_point(row: pd.Series, s: float) -> dict[str, Any]: return { **row.to_dict(), - "geometry": mpatches.Circle((row["geometry"].x, row["geometry"].y), radius=row["radius"] * s), + "geometry": mpatches.Circle( + (row["geometry"].x, row["geometry"].y), radius=row["radius"] * s + ), } - def _create_patches(shapes_df: GeoDataFrame, fill_c: list[Any], outline_c: list[Any], s: float) -> pd.DataFrame: + def _create_patches( + shapes_df: GeoDataFrame, fill_c: list[Any], outline_c: list[Any], s: float + ) -> pd.DataFrame: rows = [] is_multiple_shapes = len(shapes_df) > 1 @@ -450,7 +489,9 @@ def _create_patches(shapes_df: GeoDataFrame, fill_c: list[Any], outline_c: list[ processed_rows.append(_process_point(row, s)) for processed_row in processed_rows: - _assign_fill_and_outline_to_row(fill_c, outline_c, processed_row, idx, is_multiple_shapes) + _assign_fill_and_outline_to_row( + fill_c, outline_c, processed_row, idx, is_multiple_shapes + ) rows.append(processed_row) return pd.DataFrame(rows) @@ -502,9 +543,13 @@ def _get_scalebar( len_lib: int | None = None, ) -> tuple[Sequence[float] | None, Sequence[str] | None]: if scalebar_dx is not None: - _scalebar_dx = _get_list(scalebar_dx, _type=float, ref_len=len_lib, name="scalebar_dx") + _scalebar_dx = _get_list( + scalebar_dx, _type=float, ref_len=len_lib, name="scalebar_dx" + ) scalebar_units = "um" if scalebar_units is None else scalebar_units - _scalebar_units = _get_list(scalebar_units, _type=str, ref_len=len_lib, name="scalebar_units") + _scalebar_units = _get_list( + scalebar_units, _type=str, ref_len=len_lib, name="scalebar_units" + ) else: _scalebar_dx = None _scalebar_units = None @@ -548,15 +593,21 @@ def _set_outline( **kwargs: Any, ) -> OutlineParams: if not isinstance(outline_width, int | float): - raise TypeError(f"Invalid type of `outline_width`: {type(outline_width)}, expected `int` or `float`.") + raise TypeError( + f"Invalid type of `outline_width`: {type(outline_width)}, expected `int` or `float`." + ) if outline_width == 0.0: outline = False if outline_width < 0.0: - logger.warning(f"Negative line widths are not allowed, changing {outline_width} to {(-1) * outline_width}") + logger.warning( + f"Negative line widths are not allowed, changing {outline_width} to {(-1) * outline_width}" + ) outline_width *= -1 # the default black and white colors can be changed using the contour_config parameter - if len(outline_color) in {3, 4} and all(isinstance(c, float) for c in outline_color): + if len(outline_color) in {3, 4} and all( + isinstance(c, float) for c in outline_color + ): outline_color = matplotlib.colors.to_hex(outline_color) if outline: @@ -566,7 +617,9 @@ def _set_outline( return OutlineParams(outline, outline_color, outline_width) -def _get_subplots(num_images: int, ncols: int = 4, width: int = 4, height: int = 3) -> plt.Figure | plt.Axes: +def _get_subplots( + num_images: int, ncols: int = 4, width: int = 4, height: int = 3 +) -> plt.Figure | plt.Axes: """Set up the axs objects. Parameters @@ -694,7 +747,9 @@ def _get_colors_for_categorical_obs( palette = default_102 else: palette = ["grey" for _ in range(len_cat)] - logger.info("input has more than 103 categories. Uniform 'grey' color will be used for all categories.") + logger.info( + "input has more than 103 categories. Uniform 'grey' color will be used for all categories." + ) else: # raise error when user didn't provide the right number of colors in palette if isinstance(palette, list) and len(palette) != len(categories): @@ -762,7 +817,9 @@ def _set_color_source_vec( # numerical case, return early # TODO temporary split until refactor is complete - if color_source_vector is not None and not isinstance(color_source_vector.dtype, pd.CategoricalDtype): + if color_source_vector is not None and not isinstance( + color_source_vector.dtype, pd.CategoricalDtype + ): if ( not isinstance(element, GeoDataFrame) and isinstance(palette, list) @@ -776,7 +833,9 @@ def _set_color_source_vec( ) return None, color_source_vector, False - color_source_vector = pd.Categorical(color_source_vector) # convert, e.g., `pd.Series` + color_source_vector = pd.Categorical( + color_source_vector + ) # convert, e.g., `pd.Series` color_mapping = _get_categorical_color_mapping( adata=sdata.table, @@ -799,7 +858,9 @@ def _set_color_source_vec( return color_source_vector, color_vector, True - logger.warning(f"Color key '{value_to_plot}' for element '{element_name}' not been found, using default colors.") + logger.warning( + f"Color key '{value_to_plot}' for element '{element_name}' not been found, using default colors." + ) color = np.full(sdata[table_name].n_obs, to_hex(na_color)) return color, color, False @@ -845,7 +906,9 @@ def _map_color_seg( val_im = map_array(seg.copy(), cell_id, cell_id) if "#" in str(color_vector[0]): # we have hex colors - assert all(_is_color_like(c) for c in color_vector), "Not all values are color-like." + assert all( + _is_color_like(c) for c in color_vector + ), "Not all values are color-like." cols = colors.to_rgba_array(color_vector) else: cols = cmap_params.cmap(cmap_params.norm(color_vector)) @@ -865,7 +928,9 @@ def _map_color_seg( if seg.shape[0] == 1: seg = np.squeeze(seg, axis=0) seg_bound: ArrayLike = np.clip(seg_im - find_boundaries(seg)[:, :, None], 0, 1) - return np.dstack((seg_bound, np.where(val_im > 0, 1, 0))) # add transparency here + return np.dstack( + (seg_bound, np.where(val_im > 0, 1, 0)) + ) # add transparency here if len(val_im.shape) != len(seg_im.shape): val_im = np.expand_dims((val_im > 0).astype(int), axis=-1) @@ -879,12 +944,18 @@ def _generate_base_categorial_color_mapping( na_color: ColorLike, cmap_params: CmapParams | None = None, ) -> Mapping[str, str]: - if adata is not None and cluster_key in adata.uns and f"{cluster_key}_colors" in adata.uns: + if ( + adata is not None + and cluster_key in adata.uns + and f"{cluster_key}_colors" in adata.uns + ): colors = adata.uns[f"{cluster_key}_colors"] categories = color_source_vector.categories.tolist() + ["NaN"] if "#" not in na_color: # should be unreachable, but just for safety - raise ValueError("Expected `na_color` to be a hex color, but got a non-hex color.") + raise ValueError( + "Expected `na_color` to be a hex color, but got a non-hex color." + ) colors = [to_hex(to_rgba(color)[:3]) for color in colors] na_color = to_hex(to_rgba(na_color)[:3]) @@ -894,7 +965,9 @@ def _generate_base_categorial_color_mapping( return dict(zip(categories, colors, strict=True)) - return _get_default_categorial_color_mapping(color_source_vector=color_source_vector, cmap_params=cmap_params) + return _get_default_categorial_color_mapping( + color_source_vector=color_source_vector, cmap_params=cmap_params + ) def _modify_categorical_color_mapping( @@ -907,11 +980,19 @@ def _modify_categorical_color_mapping( if palette is None or isinstance(palette, list) and palette[0] is None: # subset base mapping to only those specified in groups - modified_mapping = {key: mapping[key] for key in mapping if key in groups or key == "NaN"} - elif len(palette) == len(groups) and isinstance(groups, list) and isinstance(palette, list): + modified_mapping = { + key: mapping[key] for key in mapping if key in groups or key == "NaN" + } + elif ( + len(palette) == len(groups) + and isinstance(groups, list) + and isinstance(palette, list) + ): modified_mapping = dict(zip(groups, palette, strict=True)) else: - raise ValueError(f"Expected palette to be of length `{len(groups)}`, found `{len(palette)}`.") + raise ValueError( + f"Expected palette to be of length `{len(groups)}`, found `{len(palette)}`." + ) return modified_mapping @@ -922,7 +1003,11 @@ def _get_default_categorial_color_mapping( ) -> Mapping[str, str]: len_cat = len(color_source_vector.categories.unique()) # Try to use provided colormap first - if cmap_params is not None and cmap_params.cmap is not None and not cmap_params.cmap_is_default: + if ( + cmap_params is not None + and cmap_params.cmap is not None + and not cmap_params.cmap_is_default + ): # Generate evenly spaced indices for the colormap color_idx = np.linspace(0, 1, len_cat) if isinstance(cmap_params.cmap, ListedColormap): @@ -945,7 +1030,9 @@ def _get_default_categorial_color_mapping( palette = default_102 else: palette = ["grey"] * len_cat - logger.info("input has more than 103 categories. Uniform 'grey' color will be used for all categories.") + logger.info( + "input has more than 103 categories. Uniform 'grey' color will be used for all categories." + ) return dict(zip(color_source_vector.categories, palette[:len_cat], strict=True)) @@ -962,12 +1049,19 @@ def _get_categorical_color_mapping( render_type: Literal["points"] | None = None, ) -> Mapping[str, str]: if not isinstance(color_source_vector, Categorical): - raise TypeError(f"Expected `categories` to be a `Categorical`, but got {type(color_source_vector).__name__}") + raise TypeError( + f"Expected `categories` to be a `Categorical`, but got {type(color_source_vector).__name__}" + ) if isinstance(groups, str): groups = [groups] - if not palette and render_type == "points" and cmap_params is not None and not cmap_params.cmap_is_default: + if ( + not palette + and render_type == "points" + and cmap_params is not None + and not cmap_params.cmap_is_default + ): palette = cmap_params.cmap color_idx = color_idx = np.linspace(0, 1, len(color_source_vector.categories)) @@ -994,7 +1088,9 @@ def _get_categorical_color_mapping( cmap_params=cmap_params, ) - return _modify_categorical_color_mapping(mapping=base_mapping, groups=groups, palette=palette) + return _modify_categorical_color_mapping( + mapping=base_mapping, groups=groups, palette=palette + ) def _maybe_set_colors( @@ -1006,7 +1102,9 @@ def _maybe_set_colors( color_key = f"{key}_colors" try: if palette is not None: - raise KeyError("Unable to copy the palette when there was other explicitly specified.") + raise KeyError( + "Unable to copy the palette when there was other explicitly specified." + ) target.uns[color_key] = source.uns[color_key] except KeyError: if isinstance(palette, str): @@ -1014,7 +1112,9 @@ def _maybe_set_colors( if isinstance(palette, ListedColormap): # `scanpy` requires it palette = cycler(color=palette.colors) palette = None - add_colors_for_categorical_sample_annotation(target, key=key, force_update_colors=True, palette=palette) + add_colors_for_categorical_sample_annotation( + target, key=key, force_update_colors=True, palette=palette + ) def _decorate_axs( @@ -1043,12 +1143,16 @@ def _decorate_axs( # there is not need to plot a legend or a colorbar if legend_fontoutline is not None: - path_effect = [patheffects.withStroke(linewidth=legend_fontoutline, foreground="w")] + path_effect = [ + patheffects.withStroke(linewidth=legend_fontoutline, foreground="w") + ] else: path_effect = [] # Adding legends - if color_source_vector is not None and isinstance(color_source_vector.dtype, pd.CategoricalDtype): + if color_source_vector is not None and isinstance( + color_source_vector.dtype, pd.CategoricalDtype + ): # order of clusters should agree to palette order clusters = color_source_vector.remove_unused_categories().unique() clusters = clusters[~clusters.isnull()] @@ -1059,7 +1163,11 @@ def _decorate_axs( "color": color_vector, } ) - color_mapping = group_to_color_matching.drop_duplicates("cats").set_index("cats")["color"].to_dict() + color_mapping = ( + group_to_color_matching.drop_duplicates("cats") + .set_index("cats")["color"] + .to_dict() + ) _add_categorical_legend( ax, pd.Categorical(values=color_source_vector, categories=clusters), @@ -1117,7 +1225,9 @@ def _get_list( ) for v in var: if not isinstance(v, _type): - raise ValueError(f"Variable: `{name}` has invalid type: {type(v)}, expected: {_type}.") + raise ValueError( + f"Variable: `{name}` has invalid type: {type(v)}, expected: {_type}." + ) return var raise ValueError(f"Can't make a list from variable: `{var}`") @@ -1173,8 +1283,12 @@ def save_fig( fig.savefig(path, **kwargs) -def _get_linear_colormap(colors: list[str], background: str) -> list[LinearSegmentedColormap]: - return [LinearSegmentedColormap.from_list(c, [background, c], N=256) for c in colors] +def _get_linear_colormap( + colors: list[str], background: str +) -> list[LinearSegmentedColormap]: + return [ + LinearSegmentedColormap.from_list(c, [background, c], N=256) for c in colors + ] def _get_listed_colormap(color_dict: dict[str, str]) -> ListedColormap: @@ -1217,7 +1331,9 @@ def _make_patch_from_multipolygon(mp: shapely.MultiPolygon) -> mpatches.PathPatc else: inside, outside = _split_multipolygon_into_outer_and_inner(mp) if len(inside) > 0: - codes = np.ones(len(inside), dtype=mpath.Path.code_type) * mpath.Path.LINETO + codes = ( + np.ones(len(inside), dtype=mpath.Path.code_type) * mpath.Path.LINETO + ) codes[0] = mpath.Path.MOVETO all_codes = np.concatenate((codes, codes)) vertices = np.concatenate((outside, inside[::-1])) @@ -1239,7 +1355,11 @@ def _mpl_ax_contains_elements(ax: Axes) -> bool: Based on: https://stackoverflow.com/a/71966295 """ return ( - len(ax.lines) > 0 or len(ax.collections) > 0 or len(ax.images) > 0 or len(ax.patches) > 0 or len(ax.tables) > 0 + len(ax.lines) > 0 + or len(ax.collections) > 0 + or len(ax.images) > 0 + or len(ax.patches) > 0 + or len(ax.tables) > 0 ) @@ -1278,7 +1398,9 @@ def _get_valid_cs( ): # not nice, but ruff wants it (SIM114) valid_cs.append(cs) else: - logger.info(f"Dropping coordinate system '{cs}' since it doesn't have relevant elements.") + logger.info( + f"Dropping coordinate system '{cs}' since it doesn't have relevant elements." + ) return valid_cs @@ -1386,7 +1508,9 @@ def _multiscale_to_spatial_image( if isinstance(scale, str): if scale not in scales and scale != "full": - raise ValueError(f'Scale {scale} does not exist. Please select one of {scales} or set scale = "full"!') + raise ValueError( + f'Scale {scale} does not exist. Please select one of {scales} or set scale = "full"!' + ) optimal_scale = scale if scale == "full": # use scale with highest resolution @@ -1417,14 +1541,21 @@ def _multiscale_to_spatial_image( data_var_keys = list(multiscale_image[optimal_scale].data_vars) image = multiscale_image[optimal_scale][data_var_keys[0]] - return Labels2DModel.parse(image) if is_label else Image2DModel.parse(image, c_coords=image.coords["c"].values) + return ( + Labels2DModel.parse(image) + if is_label + else Image2DModel.parse(image, c_coords=image.coords["c"].values) + ) def _get_elements_to_be_rendered( render_cmds: list[ tuple[ str, - ImageRenderParams | LabelsRenderParams | PointsRenderParams | ShapesRenderParams, + ImageRenderParams + | LabelsRenderParams + | PointsRenderParams + | ShapesRenderParams, ] ], cs_contents: pd.DataFrame, @@ -1486,15 +1617,23 @@ def _validate_show_parameters( return_ax: bool, save: str | Path | None, ) -> None: - if coordinate_systems is not None and not isinstance(coordinate_systems, list | str): - raise TypeError("Parameter 'coordinate_systems' must be a string or a list of strings.") + if coordinate_systems is not None and not isinstance( + coordinate_systems, list | str + ): + raise TypeError( + "Parameter 'coordinate_systems' must be a string or a list of strings." + ) font_weights = ["light", "normal", "medium", "semibold", "bold", "heavy", "black"] if legend_fontweight is not None and ( not isinstance(legend_fontweight, int | str) - or (isinstance(legend_fontweight, str) and legend_fontweight not in font_weights) + or ( + isinstance(legend_fontweight, str) and legend_fontweight not in font_weights + ) ): - readable_font_weights = ", ".join(font_weights[:-1]) + ", or " + font_weights[-1] + readable_font_weights = ( + ", ".join(font_weights[:-1]) + ", or " + font_weights[-1] + ) raise TypeError( "Parameter 'legend_fontweight' must be an integer or one of", f"the following strings: {readable_font_weights}.", @@ -1563,7 +1702,9 @@ def _validate_show_parameters( raise TypeError("Parameter 'pad_extent' must be numeric.") if ax is not None and not isinstance(ax, Axes | list): - raise TypeError("Parameter 'ax' must be a matplotlib.axes.Axes or a list of Axes.") + raise TypeError( + "Parameter 'ax' must be a matplotlib.axes.Axes or a list of Axes." + ) if not isinstance(return_ax, bool): raise TypeError("Parameter 'return_ax' must be a boolean.") @@ -1573,27 +1714,53 @@ def _validate_show_parameters( def _type_check_params(param_dict: dict[str, Any], element_type: str) -> dict[str, Any]: - if (element := param_dict.get("element")) is not None and not isinstance(element, str): + if (element := param_dict.get("element")) is not None and not isinstance( + element, str + ): raise ValueError( "Parameter 'element' must be a string. If you want to display more elements, pass `element` " "as `None` or chain pl.render(...).pl.render(...).pl.show()" ) if element_type == "images": - param_dict["element"] = [element] if element is not None else list(param_dict["sdata"].images.keys()) + param_dict["element"] = ( + [element] + if element is not None + else list(param_dict["sdata"].images.keys()) + ) elif element_type == "labels": - param_dict["element"] = [element] if element is not None else list(param_dict["sdata"].labels.keys()) + param_dict["element"] = ( + [element] + if element is not None + else list(param_dict["sdata"].labels.keys()) + ) elif element_type == "points": - param_dict["element"] = [element] if element is not None else list(param_dict["sdata"].points.keys()) + param_dict["element"] = ( + [element] + if element is not None + else list(param_dict["sdata"].points.keys()) + ) elif element_type == "shapes": - param_dict["element"] = [element] if element is not None else list(param_dict["sdata"].shapes.keys()) + param_dict["element"] = ( + [element] + if element is not None + else list(param_dict["sdata"].shapes.keys()) + ) - if (channel := param_dict.get("channel")) is not None and not isinstance(channel, list | str | int): - raise TypeError("Parameter 'channel' must be a string, an integer, or a list of strings or integers.") + if (channel := param_dict.get("channel")) is not None and not isinstance( + channel, list | str | int + ): + raise TypeError( + "Parameter 'channel' must be a string, an integer, or a list of strings or integers." + ) if isinstance(channel, list): if not all(isinstance(c, str | int) for c in channel): - raise TypeError("Each item in 'channel' list must be a string or an integer.") + raise TypeError( + "Each item in 'channel' list must be a string or an integer." + ) if not all(isinstance(c, type(channel[0])) for c in channel): - raise TypeError("Each item in 'channel' list must be of the same type, either string or integer.") + raise TypeError( + "Each item in 'channel' list must be of the same type, either string or integer." + ) elif "channel" in param_dict: param_dict["channel"] = [channel] if channel is not None else None @@ -1610,7 +1777,9 @@ def _type_check_params(param_dict: dict[str, Any], element_type: str) -> dict[st raise TypeError("Parameter 'color' must be a string.") if element_type in {"shapes", "points"}: if _is_color_like(color): - logger.info("Value for parameter 'color' appears to be a color, using it as such.") + logger.info( + "Value for parameter 'color' appears to be a color, using it as such." + ) param_dict["col_for_color"] = None else: param_dict["col_for_color"] = color @@ -1627,7 +1796,9 @@ def _type_check_params(param_dict: dict[str, Any], element_type: str) -> dict[st if (outline_alpha := param_dict.get("outline_alpha")) and ( not isinstance(outline_alpha, float | int) or not 0 <= outline_alpha <= 1 ): - raise TypeError("Parameter 'outline_alpha' must be numeric and between 0 and 1.") + raise TypeError( + "Parameter 'outline_alpha' must be numeric and between 0 and 1." + ) if contour_px is not None and contour_px <= 0: raise ValueError("Parameter 'contour_px' must be a positive number.") @@ -1644,8 +1815,12 @@ def _type_check_params(param_dict: dict[str, Any], element_type: str) -> dict[st if fill_alpha < 0: raise ValueError("Parameter 'fill_alpha' cannot be negative.") - if (cmap := param_dict.get("cmap")) is not None and (palette := param_dict.get("palette")) is not None: - raise ValueError("Both `palette` and `cmap` are specified. Please specify only one of them.") + if (cmap := param_dict.get("cmap")) is not None and ( + palette := param_dict.get("palette") + ) is not None: + raise ValueError( + "Both `palette` and `cmap` are specified. Please specify only one of them." + ) param_dict["cmap"] = cmap if (groups := param_dict.get("groups")) is not None: @@ -1660,14 +1835,21 @@ def _type_check_params(param_dict: dict[str, Any], element_type: str) -> dict[st if isinstance((palette := param_dict["palette"]), list): if not all(isinstance(p, str) for p in palette): - raise ValueError("If specified, parameter 'palette' must contain only strings.") + raise ValueError( + "If specified, parameter 'palette' must contain only strings." + ) elif isinstance(palette, str | type(None)) and "palette" in param_dict: param_dict["palette"] = [palette] if palette is not None else None - if element_type in ["shapes", "points", "labels"] and (palette := param_dict.get("palette")) is not None: + if ( + element_type in ["shapes", "points", "labels"] + and (palette := param_dict.get("palette")) is not None + ): groups = param_dict.get("groups") if groups is None: - raise ValueError("When specifying 'palette', 'groups' must also be specified.") + raise ValueError( + "When specifying 'palette', 'groups' must also be specified." + ) if len(groups) != len(palette): raise ValueError( f"The length of 'palette' and 'groups' must be the same, length is {len(palette)} and" @@ -1681,7 +1863,9 @@ def _type_check_params(param_dict: dict[str, Any], element_type: str) -> dict[st if "cmap" in param_dict: param_dict["cmap"] = [cmap] if cmap is not None else None else: - raise TypeError("Parameter 'cmap' must be a string, a Colormap, or a list of these types.") + raise TypeError( + "Parameter 'cmap' must be a string, a Colormap, or a list of these types." + ) if (na_color := param_dict.get("na_color")) != "default" and ( na_color is not None and not _is_color_like(na_color) @@ -1691,7 +1875,9 @@ def _type_check_params(param_dict: dict[str, Any], element_type: str) -> dict[st if (norm := param_dict.get("norm")) is not None: if element_type in {"images", "labels"} and not isinstance(norm, Normalize): raise TypeError("Parameter 'norm' must be of type Normalize.") - if element_type in ["shapes", "points"] and not isinstance(norm, bool | Normalize): + if element_type in ["shapes", "points"] and not isinstance( + norm, bool | Normalize + ): raise TypeError("Parameter 'norm' must be a boolean or a mpl.Normalize.") if (scale := param_dict.get("scale")) is not None: @@ -1725,18 +1911,24 @@ def _ensure_table_and_layer_exist_in_sdata( if table_layer: if table_layer in sdata.tables[table_name].layers: return True - raise ValueError(f"Layer '{table_layer}' not found in table '{table_name}'.") + raise ValueError( + f"Layer '{table_layer}' not found in table '{table_name}'." + ) return True # using sdata.tables[table_name].X if table_layer: # user specified a layer but we have no tables => invalid if len(sdata.tables) == 0: - raise ValueError("Trying to use 'table_layer' but no tables are present in the SpatialData object.") + raise ValueError( + "Trying to use 'table_layer' but no tables are present in the SpatialData object." + ) if len(sdata.tables) == 1: single_table_name = list(sdata.tables.keys())[0] if table_layer in sdata.tables[single_table_name].layers: return True - raise ValueError(f"Layer '{table_layer}' not found in table '{single_table_name}'.") + raise ValueError( + f"Layer '{table_layer}' not found in table '{single_table_name}'." + ) # more than one tables, try to find which one has the given layer found_table = False for tname in sdata.tables: @@ -1754,10 +1946,14 @@ def _ensure_table_and_layer_exist_in_sdata( return True # not using any table - assert _ensure_table_and_layer_exist_in_sdata(param_dict.get("sdata"), table_name, table_layer) + assert _ensure_table_and_layer_exist_in_sdata( + param_dict.get("sdata"), table_name, table_layer + ) if (method := param_dict.get("method")) not in ["matplotlib", "datashader", None]: - raise ValueError("If specified, parameter 'method' must be either 'matplotlib' or 'datashader'.") + raise ValueError( + "If specified, parameter 'method' must be either 'matplotlib' or 'datashader'." + ) valid_ds_reduction_methods = [ "sum", @@ -1771,8 +1967,12 @@ def _ensure_table_and_layer_exist_in_sdata( "max", "min", ] - if (ds_reduction := param_dict.get("ds_reduction")) and (ds_reduction not in valid_ds_reduction_methods): - raise ValueError(f"Parameter 'ds_reduction' must be one of the following: {valid_ds_reduction_methods}.") + if (ds_reduction := param_dict.get("ds_reduction")) and ( + ds_reduction not in valid_ds_reduction_methods + ): + raise ValueError( + f"Parameter 'ds_reduction' must be one of the following: {valid_ds_reduction_methods}." + ) if method == "datashader" and ds_reduction is None: param_dict["ds_reduction"] = "sum" @@ -1832,12 +2032,22 @@ def _validate_label_render_params( element_params[el]["table_name"] = None element_params[el]["color"] = None if (color := param_dict["color"]) is not None: - color, table_name = _validate_col_for_column_table(sdata, el, color, param_dict["table_name"], labels=True) + color, table_name = _validate_col_for_column_table( + sdata, el, color, param_dict["table_name"], labels=True + ) element_params[el]["table_name"] = table_name element_params[el]["color"] = color - element_params[el]["palette"] = param_dict["palette"] if element_params[el]["table_name"] is not None else None - element_params[el]["groups"] = param_dict["groups"] if element_params[el]["table_name"] is not None else None + element_params[el]["palette"] = ( + param_dict["palette"] + if element_params[el]["table_name"] is not None + else None + ) + element_params[el]["groups"] = ( + param_dict["groups"] + if element_params[el]["table_name"] is not None + else None + ) return element_params @@ -1897,8 +2107,12 @@ def _validate_points_render_params( element_params[el]["table_name"] = table_name element_params[el]["col_for_color"] = col_for_color - element_params[el]["palette"] = param_dict["palette"] if param_dict["col_for_color"] is not None else None - element_params[el]["groups"] = param_dict["groups"] if param_dict["col_for_color"] is not None else None + element_params[el]["palette"] = ( + param_dict["palette"] if param_dict["col_for_color"] is not None else None + ) + element_params[el]["groups"] = ( + param_dict["groups"] if param_dict["col_for_color"] is not None else None + ) element_params[el]["ds_reduction"] = param_dict["ds_reduction"] return element_params @@ -1971,8 +2185,12 @@ def _validate_shape_render_params( element_params[el]["table_name"] = table_name element_params[el]["col_for_color"] = col_for_color - element_params[el]["palette"] = param_dict["palette"] if param_dict["col_for_color"] is not None else None - element_params[el]["groups"] = param_dict["groups"] if param_dict["col_for_color"] is not None else None + element_params[el]["palette"] = ( + param_dict["palette"] if param_dict["col_for_color"] is not None else None + ) + element_params[el]["groups"] = ( + param_dict["groups"] if param_dict["col_for_color"] is not None else None + ) element_params[el]["method"] = param_dict["method"] element_params[el]["ds_reduction"] = param_dict["ds_reduction"] @@ -1991,14 +2209,18 @@ def _validate_col_for_column_table( elif table_name is not None: tables = get_element_annotators(sdata, element_name) if table_name not in tables or ( - col_for_color not in sdata[table_name].obs.columns and col_for_color not in sdata[table_name].var_names + col_for_color not in sdata[table_name].obs.columns + and col_for_color not in sdata[table_name].var_names ): table_name = None col_for_color = None else: tables = get_element_annotators(sdata, element_name) for table_name in tables.copy(): - if col_for_color not in sdata[table_name].obs.columns and col_for_color not in sdata[table_name].var_names: + if ( + col_for_color not in sdata[table_name].obs.columns + and col_for_color not in sdata[table_name].var_names + ): tables.remove(table_name) if len(tables) == 0: col_for_color = None @@ -2023,6 +2245,7 @@ def _validate_image_render_params( cmap: list[Colormap | str] | Colormap | str | None, norm: Normalize | None, scale: str | None, + bg_threshold: float = 1e-4, ) -> dict[str, dict[str, Any]]: param_dict: dict[str, Any] = { "sdata": sdata, @@ -2034,6 +2257,7 @@ def _validate_image_render_params( "cmap": cmap, "norm": norm, "scale": scale, + "bg_threshold": bg_threshold, } param_dict = _type_check_params(param_dict, "images") @@ -2043,10 +2267,15 @@ def _validate_image_render_params( spatial_element = param_dict["sdata"][el] spatial_element_ch = ( - spatial_element.c if isinstance(spatial_element, DataArray) else spatial_element["scale0"].c + spatial_element.c + if isinstance(spatial_element, DataArray) + else spatial_element["scale0"].c ) if (channel := param_dict["channel"]) is not None and ( - (isinstance(channel[0], int) and max([abs(ch) for ch in channel]) <= len(spatial_element_ch)) + ( + isinstance(channel[0], int) + and max([abs(ch) for ch in channel]) <= len(spatial_element_ch) + ) or all(ch in spatial_element_ch for ch in channel) ): element_params[el]["channel"] = channel @@ -2057,18 +2286,26 @@ def _validate_image_render_params( if isinstance(palette := param_dict["palette"], list): if len(palette) == 1: - palette_length = len(channel) if channel is not None else len(spatial_element_ch) + palette_length = ( + len(channel) if channel is not None else len(spatial_element_ch) + ) palette = palette * palette_length - if (channel is not None and len(palette) != len(channel)) and len(palette) != len(spatial_element_ch): + if (channel is not None and len(palette) != len(channel)) and len( + palette + ) != len(spatial_element_ch): palette = None element_params[el]["palette"] = palette element_params[el]["na_color"] = param_dict["na_color"] if (cmap := param_dict["cmap"]) is not None: if len(cmap) == 1: - cmap_length = len(channel) if channel is not None else len(spatial_element_ch) + cmap_length = ( + len(channel) if channel is not None else len(spatial_element_ch) + ) cmap = cmap * cmap_length - if (channel is not None and len(cmap) != len(channel)) or len(cmap) != len(spatial_element_ch): + if (channel is not None and len(cmap) != len(channel)) or len(cmap) != len( + spatial_element_ch + ): cmap = None element_params[el]["cmap"] = cmap element_params[el]["norm"] = param_dict["norm"] @@ -2086,7 +2323,9 @@ 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]: @@ -2099,7 +2338,9 @@ def _get_wanted_render_elements( ]: # Prevents eval security risk wanted_elements: list[str] = [params.element] wanted_elements_on_cs = [ - element for element in wanted_elements if cs in set(get_transformation(sdata[element], get_all=True).keys()) + element + for element in wanted_elements + if cs in set(get_transformation(sdata[element], get_all=True).keys()) ] sdata_wanted_elements.extend(wanted_elements_on_cs) @@ -2159,7 +2400,9 @@ def _ax_show_and_transform( return im -def set_zero_in_cmap_to_transparent(cmap: Colormap | str, steps: int | None = None) -> ListedColormap: +def set_zero_in_cmap_to_transparent( + cmap: Colormap | str, steps: int | None = None +) -> ListedColormap: """ Modify colormap so that 0s are transparent. @@ -2211,7 +2454,9 @@ def _get_extent_and_range_for_datashader_canvas( plot_width = x_ext[1] - x_ext[0] plot_height = y_ext[1] - y_ext[0] plot_width_px = int(round(fig_params.fig.get_size_inches()[0] * fig_params.fig.dpi)) - plot_height_px = int(round(fig_params.fig.get_size_inches()[1] * fig_params.fig.dpi)) + plot_height_px = int( + round(fig_params.fig.get_size_inches()[1] * fig_params.fig.dpi) + ) factor: float factor = np.min([plot_width / plot_width_px, plot_height / plot_height_px]) plot_width = int(np.round(plot_width / factor)) @@ -2226,7 +2471,11 @@ def _create_image_from_datashader_result( ax: Axes, ) -> tuple[MaskedArray[tuple[int, ...], Any], matplotlib.transforms.Transform]: # create SpatialImage from datashader output to get it back to original size - rgba_image_data = ds_result.copy() if isinstance(ds_result, np.ndarray) else ds_result.to_numpy().base + rgba_image_data = ( + ds_result.copy() + if isinstance(ds_result, np.ndarray) + else ds_result.to_numpy().base + ) rgba_image_data = np.transpose(rgba_image_data, (2, 0, 1)) rgba_image = Image2DModel.parse( rgba_image_data, @@ -2243,7 +2492,9 @@ 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, @@ -2292,10 +2543,14 @@ def _datashader_aggregate_with_function( try: element_function = element_function_map[element_type] except KeyError as e: - raise ValueError(f"Element type '{element_type}' is not supported. Use 'points' or 'shapes'.") from e + raise ValueError( + f"Element type '{element_type}' is not supported. Use 'points' or 'shapes'." + ) from e if element_type == "points": - points_aggregate = element_function(spatial_element, "x", "y", agg=reduction_function) + points_aggregate = element_function( + spatial_element, "x", "y", agg=reduction_function + ) if reduction == "any": # replace False/True by nan/1 points_aggregate = points_aggregate.astype(int) @@ -2303,11 +2558,15 @@ def _datashader_aggregate_with_function( return points_aggregate # is shapes - return element_function(spatial_element, geometry="geometry", agg=reduction_function) + return element_function( + spatial_element, geometry="geometry", agg=reduction_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" @@ -2477,4 +2736,6 @@ def _hex_no_alpha(hex: str) -> str: # Return only the first 6 characters, stripping the alpha. return "#" + hex_digits[:6] - raise ValueError("Invalid hex color length: must be either '#RRGGBB' or '#RRGGBBAA'") + raise ValueError( + "Invalid hex color length: must be either '#RRGGBB' or '#RRGGBBAA'" + ) From 693de0f0eacf3a076d0bdd1239b4afec36fb593a Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 22 Apr 2025 22:43:24 +0000 Subject: [PATCH 06/30] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- src/spatialdata_plot/pl/render_params.py | 12 +- src/spatialdata_plot/pl/utils.py | 481 ++++++----------------- 2 files changed, 114 insertions(+), 379 deletions(-) diff --git a/src/spatialdata_plot/pl/render_params.py b/src/spatialdata_plot/pl/render_params.py index 5dbd404e..45cae9f1 100644 --- a/src/spatialdata_plot/pl/render_params.py +++ b/src/spatialdata_plot/pl/render_params.py @@ -9,9 +9,7 @@ from matplotlib.figure import Figure _FontWeight = Literal["light", "normal", "medium", "semibold", "bold", "heavy", "black"] -_FontSize = Literal[ - "xx-small", "x-small", "small", "medium", "large", "x-large", "xx-large" -] +_FontSize = Literal["xx-small", "x-small", "small", "medium", "large", "x-large", "xx-large"] # replace with # from spatialdata._types import ColorLike @@ -92,9 +90,7 @@ class ShapesRenderParams: zorder: int = 0 table_name: str | None = None table_layer: str | None = None - ds_reduction: ( - Literal["sum", "mean", "any", "count", "std", "var", "max", "min"] | None - ) = None + ds_reduction: Literal["sum", "mean", "any", "count", "std", "var", "max", "min"] | None = None @dataclass @@ -114,9 +110,7 @@ class PointsRenderParams: zorder: int = 0 table_name: str | None = None table_layer: str | None = None - ds_reduction: ( - Literal["sum", "mean", "any", "count", "std", "var", "max", "min"] | None - ) = None + ds_reduction: Literal["sum", "mean", "any", "count", "std", "var", "max", "min"] | None = None @dataclass diff --git a/src/spatialdata_plot/pl/utils.py b/src/spatialdata_plot/pl/utils.py index b0a3ea50..a8d70c72 100644 --- a/src/spatialdata_plot/pl/utils.py +++ b/src/spatialdata_plot/pl/utils.py @@ -112,9 +112,7 @@ def _get_coordinate_system_mapping(sdata: SpatialData) -> dict[str, list[str]]: mapping: dict[str, list[str]] = {} if len(coordsys_keys) < 1: - raise ValueError( - "SpatialData object must have at least one coordinate system to generate a mapping." - ) + raise ValueError("SpatialData object must have at least one coordinate system to generate a mapping.") for key in coordsys_keys: mapping[key] = [] @@ -200,20 +198,14 @@ def _prepare_params_plot( axs: None | Sequence[Axes] = [plt.subplot(grid[c]) for c in range(num_panels)] elif num_panels > 1: if not isinstance(ax, Sequence): - raise TypeError( - f"Expected `ax` to be a `Sequence`, but got {type(ax).__name__}" - ) + raise TypeError(f"Expected `ax` to be a `Sequence`, but got {type(ax).__name__}") if ax is not None and len(ax) != num_panels: - raise ValueError( - f"Len of `ax`: {len(ax)} is not equal to number of panels: {num_panels}." - ) + raise ValueError(f"Len of `ax`: {len(ax)} is not equal to number of panels: {num_panels}.") if fig is None: raise ValueError( f"Invalid value of `fig`: {fig}. If a list of `Axes` is passed, a `Figure` must also be specified." ) - assert ax is None or isinstance( - ax, Sequence - ), f"Invalid type of `ax`: {type(ax)}, expected `Sequence`." + assert ax is None or isinstance(ax, Sequence), f"Invalid type of `ax`: {type(ax)}, expected `Sequence`." axs = ax else: axs = None @@ -226,9 +218,7 @@ def _prepare_params_plot( # set scalebar if scalebar_dx is not None: - scalebar_dx, scalebar_units = _get_scalebar( - scalebar_dx, scalebar_units, num_panels - ) + scalebar_dx, scalebar_units = _get_scalebar(scalebar_dx, scalebar_units, num_panels) fig_params = FigParams( fig=fig, @@ -237,9 +227,7 @@ def _prepare_params_plot( num_panels=num_panels, frameon=frameon, ) - scalebar_params = ScalebarParams( - scalebar_dx=scalebar_dx, scalebar_units=scalebar_units - ) + scalebar_params = ScalebarParams(scalebar_dx=scalebar_dx, scalebar_units=scalebar_units) return fig_params, scalebar_params @@ -321,24 +309,16 @@ def _get_centroid_of_pathpatch(pathpatch: mpatches.PathPatch) -> tuple[float, fl area = 0.5 * np.sum(x[:-1] * y[1:] - x[1:] * y[:-1]) # Calculate the centroid coordinates - centroid_x = np.sum((x[:-1] + x[1:]) * (x[:-1] * y[1:] - x[1:] * y[:-1])) / ( - 6 * area - ) - centroid_y = np.sum((y[:-1] + y[1:]) * (x[:-1] * y[1:] - x[1:] * y[:-1])) / ( - 6 * area - ) + centroid_x = np.sum((x[:-1] + x[1:]) * (x[:-1] * y[1:] - x[1:] * y[:-1])) / (6 * area) + centroid_y = np.sum((y[:-1] + y[1:]) * (x[:-1] * y[1:] - x[1:] * y[:-1])) / (6 * area) return centroid_x, centroid_y -def _scale_pathpatch_around_centroid( - pathpatch: mpatches.PathPatch, scale_factor: float -) -> None: +def _scale_pathpatch_around_centroid(pathpatch: mpatches.PathPatch, scale_factor: float) -> None: centroid = _get_centroid_of_pathpatch(pathpatch) vertices = pathpatch.get_path().vertices - scaled_vertices = np.array( - [centroid + (vertex - centroid) * scale_factor for vertex in vertices] - ) + scaled_vertices = np.array([centroid + (vertex - centroid) * scale_factor for vertex in vertices]) pathpatch.get_path().vertices = scaled_vertices @@ -372,21 +352,12 @@ def _get_collection_shape( try: # fails when numeric - if ( - len(c.shape) == 1 - and c.shape[0] in [3, 4] - and c.shape[0] == len(shapes) - and c.dtype == float - ): + if len(c.shape) == 1 and c.shape[0] in [3, 4] and c.shape[0] == len(shapes) and c.dtype == float: if norm is None: c = cmap(c) else: try: - norm = ( - colors.Normalize(vmin=min(c), vmax=max(c)) - if norm is None - else norm - ) + norm = colors.Normalize(vmin=min(c), vmax=max(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" @@ -400,9 +371,7 @@ 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=min(c), vmax=max(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" @@ -414,9 +383,7 @@ def _get_collection_shape( fill_c[..., -1] *= render_params.fill_alpha if render_params.outline_params.outline: - outline_c = ColorConverter().to_rgba_array( - render_params.outline_params.outline_color - ) + outline_c = ColorConverter().to_rgba_array(render_params.outline_params.outline_color) outline_c[..., -1] = render_params.outline_alpha outline_c = outline_c.tolist() else: @@ -442,9 +409,7 @@ def _assign_fill_and_outline_to_row( row["fill_c"] = fill_c[idx] row["outline_c"] = outline_c[idx] except IndexError as e: - raise IndexError( - "Could not assign fill and outline colors due to a mismatch in row numbers." - ) from e + raise IndexError("Could not assign fill and outline colors due to a mismatch in row numbers.") from e def _process_polygon(row: pd.Series, s: float) -> dict[str, Any]: coords = np.array(row["geometry"].exterior.coords) @@ -466,14 +431,10 @@ def _process_multipolygon(row: pd.Series, s: float) -> list[dict[str, Any]]: def _process_point(row: pd.Series, s: float) -> dict[str, Any]: return { **row.to_dict(), - "geometry": mpatches.Circle( - (row["geometry"].x, row["geometry"].y), radius=row["radius"] * s - ), + "geometry": mpatches.Circle((row["geometry"].x, row["geometry"].y), radius=row["radius"] * s), } - def _create_patches( - shapes_df: GeoDataFrame, fill_c: list[Any], outline_c: list[Any], s: float - ) -> pd.DataFrame: + def _create_patches(shapes_df: GeoDataFrame, fill_c: list[Any], outline_c: list[Any], s: float) -> pd.DataFrame: rows = [] is_multiple_shapes = len(shapes_df) > 1 @@ -489,9 +450,7 @@ def _create_patches( processed_rows.append(_process_point(row, s)) for processed_row in processed_rows: - _assign_fill_and_outline_to_row( - fill_c, outline_c, processed_row, idx, is_multiple_shapes - ) + _assign_fill_and_outline_to_row(fill_c, outline_c, processed_row, idx, is_multiple_shapes) rows.append(processed_row) return pd.DataFrame(rows) @@ -543,13 +502,9 @@ def _get_scalebar( len_lib: int | None = None, ) -> tuple[Sequence[float] | None, Sequence[str] | None]: if scalebar_dx is not None: - _scalebar_dx = _get_list( - scalebar_dx, _type=float, ref_len=len_lib, name="scalebar_dx" - ) + _scalebar_dx = _get_list(scalebar_dx, _type=float, ref_len=len_lib, name="scalebar_dx") scalebar_units = "um" if scalebar_units is None else scalebar_units - _scalebar_units = _get_list( - scalebar_units, _type=str, ref_len=len_lib, name="scalebar_units" - ) + _scalebar_units = _get_list(scalebar_units, _type=str, ref_len=len_lib, name="scalebar_units") else: _scalebar_dx = None _scalebar_units = None @@ -593,21 +548,15 @@ def _set_outline( **kwargs: Any, ) -> OutlineParams: if not isinstance(outline_width, int | float): - raise TypeError( - f"Invalid type of `outline_width`: {type(outline_width)}, expected `int` or `float`." - ) + raise TypeError(f"Invalid type of `outline_width`: {type(outline_width)}, expected `int` or `float`.") if outline_width == 0.0: outline = False if outline_width < 0.0: - logger.warning( - f"Negative line widths are not allowed, changing {outline_width} to {(-1) * outline_width}" - ) + logger.warning(f"Negative line widths are not allowed, changing {outline_width} to {(-1) * outline_width}") outline_width *= -1 # the default black and white colors can be changed using the contour_config parameter - if len(outline_color) in {3, 4} and all( - isinstance(c, float) for c in outline_color - ): + if len(outline_color) in {3, 4} and all(isinstance(c, float) for c in outline_color): outline_color = matplotlib.colors.to_hex(outline_color) if outline: @@ -617,9 +566,7 @@ def _set_outline( return OutlineParams(outline, outline_color, outline_width) -def _get_subplots( - num_images: int, ncols: int = 4, width: int = 4, height: int = 3 -) -> plt.Figure | plt.Axes: +def _get_subplots(num_images: int, ncols: int = 4, width: int = 4, height: int = 3) -> plt.Figure | plt.Axes: """Set up the axs objects. Parameters @@ -747,9 +694,7 @@ def _get_colors_for_categorical_obs( palette = default_102 else: palette = ["grey" for _ in range(len_cat)] - logger.info( - "input has more than 103 categories. Uniform 'grey' color will be used for all categories." - ) + logger.info("input has more than 103 categories. Uniform 'grey' color will be used for all categories.") else: # raise error when user didn't provide the right number of colors in palette if isinstance(palette, list) and len(palette) != len(categories): @@ -817,9 +762,7 @@ def _set_color_source_vec( # numerical case, return early # TODO temporary split until refactor is complete - if color_source_vector is not None and not isinstance( - color_source_vector.dtype, pd.CategoricalDtype - ): + if color_source_vector is not None and not isinstance(color_source_vector.dtype, pd.CategoricalDtype): if ( not isinstance(element, GeoDataFrame) and isinstance(palette, list) @@ -833,9 +776,7 @@ def _set_color_source_vec( ) return None, color_source_vector, False - color_source_vector = pd.Categorical( - color_source_vector - ) # convert, e.g., `pd.Series` + color_source_vector = pd.Categorical(color_source_vector) # convert, e.g., `pd.Series` color_mapping = _get_categorical_color_mapping( adata=sdata.table, @@ -858,9 +799,7 @@ def _set_color_source_vec( return color_source_vector, color_vector, True - logger.warning( - f"Color key '{value_to_plot}' for element '{element_name}' not been found, using default colors." - ) + logger.warning(f"Color key '{value_to_plot}' for element '{element_name}' not been found, using default colors.") color = np.full(sdata[table_name].n_obs, to_hex(na_color)) return color, color, False @@ -906,9 +845,7 @@ def _map_color_seg( val_im = map_array(seg.copy(), cell_id, cell_id) if "#" in str(color_vector[0]): # we have hex colors - assert all( - _is_color_like(c) for c in color_vector - ), "Not all values are color-like." + assert all(_is_color_like(c) for c in color_vector), "Not all values are color-like." cols = colors.to_rgba_array(color_vector) else: cols = cmap_params.cmap(cmap_params.norm(color_vector)) @@ -928,9 +865,7 @@ def _map_color_seg( if seg.shape[0] == 1: seg = np.squeeze(seg, axis=0) seg_bound: ArrayLike = np.clip(seg_im - find_boundaries(seg)[:, :, None], 0, 1) - return np.dstack( - (seg_bound, np.where(val_im > 0, 1, 0)) - ) # add transparency here + return np.dstack((seg_bound, np.where(val_im > 0, 1, 0))) # add transparency here if len(val_im.shape) != len(seg_im.shape): val_im = np.expand_dims((val_im > 0).astype(int), axis=-1) @@ -944,18 +879,12 @@ def _generate_base_categorial_color_mapping( na_color: ColorLike, cmap_params: CmapParams | None = None, ) -> Mapping[str, str]: - if ( - adata is not None - and cluster_key in adata.uns - and f"{cluster_key}_colors" in adata.uns - ): + if adata is not None and cluster_key in adata.uns and f"{cluster_key}_colors" in adata.uns: colors = adata.uns[f"{cluster_key}_colors"] categories = color_source_vector.categories.tolist() + ["NaN"] if "#" not in na_color: # should be unreachable, but just for safety - raise ValueError( - "Expected `na_color` to be a hex color, but got a non-hex color." - ) + raise ValueError("Expected `na_color` to be a hex color, but got a non-hex color.") colors = [to_hex(to_rgba(color)[:3]) for color in colors] na_color = to_hex(to_rgba(na_color)[:3]) @@ -965,9 +894,7 @@ def _generate_base_categorial_color_mapping( return dict(zip(categories, colors, strict=True)) - return _get_default_categorial_color_mapping( - color_source_vector=color_source_vector, cmap_params=cmap_params - ) + return _get_default_categorial_color_mapping(color_source_vector=color_source_vector, cmap_params=cmap_params) def _modify_categorical_color_mapping( @@ -980,19 +907,11 @@ def _modify_categorical_color_mapping( if palette is None or isinstance(palette, list) and palette[0] is None: # subset base mapping to only those specified in groups - modified_mapping = { - key: mapping[key] for key in mapping if key in groups or key == "NaN" - } - elif ( - len(palette) == len(groups) - and isinstance(groups, list) - and isinstance(palette, list) - ): + modified_mapping = {key: mapping[key] for key in mapping if key in groups or key == "NaN"} + elif len(palette) == len(groups) and isinstance(groups, list) and isinstance(palette, list): modified_mapping = dict(zip(groups, palette, strict=True)) else: - raise ValueError( - f"Expected palette to be of length `{len(groups)}`, found `{len(palette)}`." - ) + raise ValueError(f"Expected palette to be of length `{len(groups)}`, found `{len(palette)}`.") return modified_mapping @@ -1003,11 +922,7 @@ def _get_default_categorial_color_mapping( ) -> Mapping[str, str]: len_cat = len(color_source_vector.categories.unique()) # Try to use provided colormap first - if ( - cmap_params is not None - and cmap_params.cmap is not None - and not cmap_params.cmap_is_default - ): + if cmap_params is not None and cmap_params.cmap is not None and not cmap_params.cmap_is_default: # Generate evenly spaced indices for the colormap color_idx = np.linspace(0, 1, len_cat) if isinstance(cmap_params.cmap, ListedColormap): @@ -1030,9 +945,7 @@ def _get_default_categorial_color_mapping( palette = default_102 else: palette = ["grey"] * len_cat - logger.info( - "input has more than 103 categories. Uniform 'grey' color will be used for all categories." - ) + logger.info("input has more than 103 categories. Uniform 'grey' color will be used for all categories.") return dict(zip(color_source_vector.categories, palette[:len_cat], strict=True)) @@ -1049,19 +962,12 @@ def _get_categorical_color_mapping( render_type: Literal["points"] | None = None, ) -> Mapping[str, str]: if not isinstance(color_source_vector, Categorical): - raise TypeError( - f"Expected `categories` to be a `Categorical`, but got {type(color_source_vector).__name__}" - ) + raise TypeError(f"Expected `categories` to be a `Categorical`, but got {type(color_source_vector).__name__}") if isinstance(groups, str): groups = [groups] - if ( - not palette - and render_type == "points" - and cmap_params is not None - and not cmap_params.cmap_is_default - ): + if not palette and render_type == "points" and cmap_params is not None and not cmap_params.cmap_is_default: palette = cmap_params.cmap color_idx = color_idx = np.linspace(0, 1, len(color_source_vector.categories)) @@ -1088,9 +994,7 @@ def _get_categorical_color_mapping( cmap_params=cmap_params, ) - return _modify_categorical_color_mapping( - mapping=base_mapping, groups=groups, palette=palette - ) + return _modify_categorical_color_mapping(mapping=base_mapping, groups=groups, palette=palette) def _maybe_set_colors( @@ -1102,9 +1006,7 @@ def _maybe_set_colors( color_key = f"{key}_colors" try: if palette is not None: - raise KeyError( - "Unable to copy the palette when there was other explicitly specified." - ) + raise KeyError("Unable to copy the palette when there was other explicitly specified.") target.uns[color_key] = source.uns[color_key] except KeyError: if isinstance(palette, str): @@ -1112,9 +1014,7 @@ def _maybe_set_colors( if isinstance(palette, ListedColormap): # `scanpy` requires it palette = cycler(color=palette.colors) palette = None - add_colors_for_categorical_sample_annotation( - target, key=key, force_update_colors=True, palette=palette - ) + add_colors_for_categorical_sample_annotation(target, key=key, force_update_colors=True, palette=palette) def _decorate_axs( @@ -1143,16 +1043,12 @@ def _decorate_axs( # there is not need to plot a legend or a colorbar if legend_fontoutline is not None: - path_effect = [ - patheffects.withStroke(linewidth=legend_fontoutline, foreground="w") - ] + path_effect = [patheffects.withStroke(linewidth=legend_fontoutline, foreground="w")] else: path_effect = [] # Adding legends - if color_source_vector is not None and isinstance( - color_source_vector.dtype, pd.CategoricalDtype - ): + if color_source_vector is not None and isinstance(color_source_vector.dtype, pd.CategoricalDtype): # order of clusters should agree to palette order clusters = color_source_vector.remove_unused_categories().unique() clusters = clusters[~clusters.isnull()] @@ -1163,11 +1059,7 @@ def _decorate_axs( "color": color_vector, } ) - color_mapping = ( - group_to_color_matching.drop_duplicates("cats") - .set_index("cats")["color"] - .to_dict() - ) + color_mapping = group_to_color_matching.drop_duplicates("cats").set_index("cats")["color"].to_dict() _add_categorical_legend( ax, pd.Categorical(values=color_source_vector, categories=clusters), @@ -1225,9 +1117,7 @@ def _get_list( ) for v in var: if not isinstance(v, _type): - raise ValueError( - f"Variable: `{name}` has invalid type: {type(v)}, expected: {_type}." - ) + raise ValueError(f"Variable: `{name}` has invalid type: {type(v)}, expected: {_type}.") return var raise ValueError(f"Can't make a list from variable: `{var}`") @@ -1283,12 +1173,8 @@ def save_fig( fig.savefig(path, **kwargs) -def _get_linear_colormap( - colors: list[str], background: str -) -> list[LinearSegmentedColormap]: - return [ - LinearSegmentedColormap.from_list(c, [background, c], N=256) for c in colors - ] +def _get_linear_colormap(colors: list[str], background: str) -> list[LinearSegmentedColormap]: + return [LinearSegmentedColormap.from_list(c, [background, c], N=256) for c in colors] def _get_listed_colormap(color_dict: dict[str, str]) -> ListedColormap: @@ -1331,9 +1217,7 @@ def _make_patch_from_multipolygon(mp: shapely.MultiPolygon) -> mpatches.PathPatc else: inside, outside = _split_multipolygon_into_outer_and_inner(mp) if len(inside) > 0: - codes = ( - np.ones(len(inside), dtype=mpath.Path.code_type) * mpath.Path.LINETO - ) + codes = np.ones(len(inside), dtype=mpath.Path.code_type) * mpath.Path.LINETO codes[0] = mpath.Path.MOVETO all_codes = np.concatenate((codes, codes)) vertices = np.concatenate((outside, inside[::-1])) @@ -1355,11 +1239,7 @@ def _mpl_ax_contains_elements(ax: Axes) -> bool: Based on: https://stackoverflow.com/a/71966295 """ return ( - len(ax.lines) > 0 - or len(ax.collections) > 0 - or len(ax.images) > 0 - or len(ax.patches) > 0 - or len(ax.tables) > 0 + len(ax.lines) > 0 or len(ax.collections) > 0 or len(ax.images) > 0 or len(ax.patches) > 0 or len(ax.tables) > 0 ) @@ -1398,9 +1278,7 @@ def _get_valid_cs( ): # not nice, but ruff wants it (SIM114) valid_cs.append(cs) else: - logger.info( - f"Dropping coordinate system '{cs}' since it doesn't have relevant elements." - ) + logger.info(f"Dropping coordinate system '{cs}' since it doesn't have relevant elements.") return valid_cs @@ -1508,9 +1386,7 @@ def _multiscale_to_spatial_image( if isinstance(scale, str): if scale not in scales and scale != "full": - raise ValueError( - f'Scale {scale} does not exist. Please select one of {scales} or set scale = "full"!' - ) + raise ValueError(f'Scale {scale} does not exist. Please select one of {scales} or set scale = "full"!') optimal_scale = scale if scale == "full": # use scale with highest resolution @@ -1541,21 +1417,14 @@ def _multiscale_to_spatial_image( data_var_keys = list(multiscale_image[optimal_scale].data_vars) image = multiscale_image[optimal_scale][data_var_keys[0]] - return ( - Labels2DModel.parse(image) - if is_label - else Image2DModel.parse(image, c_coords=image.coords["c"].values) - ) + return Labels2DModel.parse(image) if is_label else Image2DModel.parse(image, c_coords=image.coords["c"].values) def _get_elements_to_be_rendered( render_cmds: list[ tuple[ str, - ImageRenderParams - | LabelsRenderParams - | PointsRenderParams - | ShapesRenderParams, + ImageRenderParams | LabelsRenderParams | PointsRenderParams | ShapesRenderParams, ] ], cs_contents: pd.DataFrame, @@ -1617,23 +1486,15 @@ def _validate_show_parameters( return_ax: bool, save: str | Path | None, ) -> None: - if coordinate_systems is not None and not isinstance( - coordinate_systems, list | str - ): - raise TypeError( - "Parameter 'coordinate_systems' must be a string or a list of strings." - ) + if coordinate_systems is not None and not isinstance(coordinate_systems, list | str): + raise TypeError("Parameter 'coordinate_systems' must be a string or a list of strings.") font_weights = ["light", "normal", "medium", "semibold", "bold", "heavy", "black"] if legend_fontweight is not None and ( not isinstance(legend_fontweight, int | str) - or ( - isinstance(legend_fontweight, str) and legend_fontweight not in font_weights - ) + or (isinstance(legend_fontweight, str) and legend_fontweight not in font_weights) ): - readable_font_weights = ( - ", ".join(font_weights[:-1]) + ", or " + font_weights[-1] - ) + readable_font_weights = ", ".join(font_weights[:-1]) + ", or " + font_weights[-1] raise TypeError( "Parameter 'legend_fontweight' must be an integer or one of", f"the following strings: {readable_font_weights}.", @@ -1702,9 +1563,7 @@ def _validate_show_parameters( raise TypeError("Parameter 'pad_extent' must be numeric.") if ax is not None and not isinstance(ax, Axes | list): - raise TypeError( - "Parameter 'ax' must be a matplotlib.axes.Axes or a list of Axes." - ) + raise TypeError("Parameter 'ax' must be a matplotlib.axes.Axes or a list of Axes.") if not isinstance(return_ax, bool): raise TypeError("Parameter 'return_ax' must be a boolean.") @@ -1714,53 +1573,27 @@ def _validate_show_parameters( def _type_check_params(param_dict: dict[str, Any], element_type: str) -> dict[str, Any]: - if (element := param_dict.get("element")) is not None and not isinstance( - element, str - ): + if (element := param_dict.get("element")) is not None and not isinstance(element, str): raise ValueError( "Parameter 'element' must be a string. If you want to display more elements, pass `element` " "as `None` or chain pl.render(...).pl.render(...).pl.show()" ) if element_type == "images": - param_dict["element"] = ( - [element] - if element is not None - else list(param_dict["sdata"].images.keys()) - ) + param_dict["element"] = [element] if element is not None else list(param_dict["sdata"].images.keys()) elif element_type == "labels": - param_dict["element"] = ( - [element] - if element is not None - else list(param_dict["sdata"].labels.keys()) - ) + param_dict["element"] = [element] if element is not None else list(param_dict["sdata"].labels.keys()) elif element_type == "points": - param_dict["element"] = ( - [element] - if element is not None - else list(param_dict["sdata"].points.keys()) - ) + param_dict["element"] = [element] if element is not None else list(param_dict["sdata"].points.keys()) elif element_type == "shapes": - param_dict["element"] = ( - [element] - if element is not None - else list(param_dict["sdata"].shapes.keys()) - ) + param_dict["element"] = [element] if element is not None else list(param_dict["sdata"].shapes.keys()) - if (channel := param_dict.get("channel")) is not None and not isinstance( - channel, list | str | int - ): - raise TypeError( - "Parameter 'channel' must be a string, an integer, or a list of strings or integers." - ) + if (channel := param_dict.get("channel")) is not None and not isinstance(channel, list | str | int): + raise TypeError("Parameter 'channel' must be a string, an integer, or a list of strings or integers.") if isinstance(channel, list): if not all(isinstance(c, str | int) for c in channel): - raise TypeError( - "Each item in 'channel' list must be a string or an integer." - ) + raise TypeError("Each item in 'channel' list must be a string or an integer.") if not all(isinstance(c, type(channel[0])) for c in channel): - raise TypeError( - "Each item in 'channel' list must be of the same type, either string or integer." - ) + raise TypeError("Each item in 'channel' list must be of the same type, either string or integer.") elif "channel" in param_dict: param_dict["channel"] = [channel] if channel is not None else None @@ -1777,9 +1610,7 @@ def _type_check_params(param_dict: dict[str, Any], element_type: str) -> dict[st raise TypeError("Parameter 'color' must be a string.") if element_type in {"shapes", "points"}: if _is_color_like(color): - logger.info( - "Value for parameter 'color' appears to be a color, using it as such." - ) + logger.info("Value for parameter 'color' appears to be a color, using it as such.") param_dict["col_for_color"] = None else: param_dict["col_for_color"] = color @@ -1796,9 +1627,7 @@ def _type_check_params(param_dict: dict[str, Any], element_type: str) -> dict[st if (outline_alpha := param_dict.get("outline_alpha")) and ( not isinstance(outline_alpha, float | int) or not 0 <= outline_alpha <= 1 ): - raise TypeError( - "Parameter 'outline_alpha' must be numeric and between 0 and 1." - ) + raise TypeError("Parameter 'outline_alpha' must be numeric and between 0 and 1.") if contour_px is not None and contour_px <= 0: raise ValueError("Parameter 'contour_px' must be a positive number.") @@ -1815,12 +1644,8 @@ def _type_check_params(param_dict: dict[str, Any], element_type: str) -> dict[st if fill_alpha < 0: raise ValueError("Parameter 'fill_alpha' cannot be negative.") - if (cmap := param_dict.get("cmap")) is not None and ( - palette := param_dict.get("palette") - ) is not None: - raise ValueError( - "Both `palette` and `cmap` are specified. Please specify only one of them." - ) + if (cmap := param_dict.get("cmap")) is not None and (palette := param_dict.get("palette")) is not None: + raise ValueError("Both `palette` and `cmap` are specified. Please specify only one of them.") param_dict["cmap"] = cmap if (groups := param_dict.get("groups")) is not None: @@ -1835,21 +1660,14 @@ def _type_check_params(param_dict: dict[str, Any], element_type: str) -> dict[st if isinstance((palette := param_dict["palette"]), list): if not all(isinstance(p, str) for p in palette): - raise ValueError( - "If specified, parameter 'palette' must contain only strings." - ) + raise ValueError("If specified, parameter 'palette' must contain only strings.") elif isinstance(palette, str | type(None)) and "palette" in param_dict: param_dict["palette"] = [palette] if palette is not None else None - if ( - element_type in ["shapes", "points", "labels"] - and (palette := param_dict.get("palette")) is not None - ): + if element_type in ["shapes", "points", "labels"] and (palette := param_dict.get("palette")) is not None: groups = param_dict.get("groups") if groups is None: - raise ValueError( - "When specifying 'palette', 'groups' must also be specified." - ) + raise ValueError("When specifying 'palette', 'groups' must also be specified.") if len(groups) != len(palette): raise ValueError( f"The length of 'palette' and 'groups' must be the same, length is {len(palette)} and" @@ -1863,9 +1681,7 @@ def _type_check_params(param_dict: dict[str, Any], element_type: str) -> dict[st if "cmap" in param_dict: param_dict["cmap"] = [cmap] if cmap is not None else None else: - raise TypeError( - "Parameter 'cmap' must be a string, a Colormap, or a list of these types." - ) + raise TypeError("Parameter 'cmap' must be a string, a Colormap, or a list of these types.") if (na_color := param_dict.get("na_color")) != "default" and ( na_color is not None and not _is_color_like(na_color) @@ -1875,9 +1691,7 @@ def _type_check_params(param_dict: dict[str, Any], element_type: str) -> dict[st if (norm := param_dict.get("norm")) is not None: if element_type in {"images", "labels"} and not isinstance(norm, Normalize): raise TypeError("Parameter 'norm' must be of type Normalize.") - if element_type in ["shapes", "points"] and not isinstance( - norm, bool | Normalize - ): + if element_type in ["shapes", "points"] and not isinstance(norm, bool | Normalize): raise TypeError("Parameter 'norm' must be a boolean or a mpl.Normalize.") if (scale := param_dict.get("scale")) is not None: @@ -1911,24 +1725,18 @@ def _ensure_table_and_layer_exist_in_sdata( if table_layer: if table_layer in sdata.tables[table_name].layers: return True - raise ValueError( - f"Layer '{table_layer}' not found in table '{table_name}'." - ) + raise ValueError(f"Layer '{table_layer}' not found in table '{table_name}'.") return True # using sdata.tables[table_name].X if table_layer: # user specified a layer but we have no tables => invalid if len(sdata.tables) == 0: - raise ValueError( - "Trying to use 'table_layer' but no tables are present in the SpatialData object." - ) + raise ValueError("Trying to use 'table_layer' but no tables are present in the SpatialData object.") if len(sdata.tables) == 1: single_table_name = list(sdata.tables.keys())[0] if table_layer in sdata.tables[single_table_name].layers: return True - raise ValueError( - f"Layer '{table_layer}' not found in table '{single_table_name}'." - ) + raise ValueError(f"Layer '{table_layer}' not found in table '{single_table_name}'.") # more than one tables, try to find which one has the given layer found_table = False for tname in sdata.tables: @@ -1946,14 +1754,10 @@ def _ensure_table_and_layer_exist_in_sdata( return True # not using any table - assert _ensure_table_and_layer_exist_in_sdata( - param_dict.get("sdata"), table_name, table_layer - ) + assert _ensure_table_and_layer_exist_in_sdata(param_dict.get("sdata"), table_name, table_layer) if (method := param_dict.get("method")) not in ["matplotlib", "datashader", None]: - raise ValueError( - "If specified, parameter 'method' must be either 'matplotlib' or 'datashader'." - ) + raise ValueError("If specified, parameter 'method' must be either 'matplotlib' or 'datashader'.") valid_ds_reduction_methods = [ "sum", @@ -1967,12 +1771,8 @@ def _ensure_table_and_layer_exist_in_sdata( "max", "min", ] - if (ds_reduction := param_dict.get("ds_reduction")) and ( - ds_reduction not in valid_ds_reduction_methods - ): - raise ValueError( - f"Parameter 'ds_reduction' must be one of the following: {valid_ds_reduction_methods}." - ) + if (ds_reduction := param_dict.get("ds_reduction")) and (ds_reduction not in valid_ds_reduction_methods): + raise ValueError(f"Parameter 'ds_reduction' must be one of the following: {valid_ds_reduction_methods}.") if method == "datashader" and ds_reduction is None: param_dict["ds_reduction"] = "sum" @@ -2032,22 +1832,12 @@ def _validate_label_render_params( element_params[el]["table_name"] = None element_params[el]["color"] = None if (color := param_dict["color"]) is not None: - color, table_name = _validate_col_for_column_table( - sdata, el, color, param_dict["table_name"], labels=True - ) + color, table_name = _validate_col_for_column_table(sdata, el, color, param_dict["table_name"], labels=True) element_params[el]["table_name"] = table_name element_params[el]["color"] = color - element_params[el]["palette"] = ( - param_dict["palette"] - if element_params[el]["table_name"] is not None - else None - ) - element_params[el]["groups"] = ( - param_dict["groups"] - if element_params[el]["table_name"] is not None - else None - ) + element_params[el]["palette"] = param_dict["palette"] if element_params[el]["table_name"] is not None else None + element_params[el]["groups"] = param_dict["groups"] if element_params[el]["table_name"] is not None else None return element_params @@ -2107,12 +1897,8 @@ def _validate_points_render_params( element_params[el]["table_name"] = table_name element_params[el]["col_for_color"] = col_for_color - element_params[el]["palette"] = ( - param_dict["palette"] if param_dict["col_for_color"] is not None else None - ) - element_params[el]["groups"] = ( - param_dict["groups"] if param_dict["col_for_color"] is not None else None - ) + element_params[el]["palette"] = param_dict["palette"] if param_dict["col_for_color"] is not None else None + element_params[el]["groups"] = param_dict["groups"] if param_dict["col_for_color"] is not None else None element_params[el]["ds_reduction"] = param_dict["ds_reduction"] return element_params @@ -2185,12 +1971,8 @@ def _validate_shape_render_params( element_params[el]["table_name"] = table_name element_params[el]["col_for_color"] = col_for_color - element_params[el]["palette"] = ( - param_dict["palette"] if param_dict["col_for_color"] is not None else None - ) - element_params[el]["groups"] = ( - param_dict["groups"] if param_dict["col_for_color"] is not None else None - ) + element_params[el]["palette"] = param_dict["palette"] if param_dict["col_for_color"] is not None else None + element_params[el]["groups"] = param_dict["groups"] if param_dict["col_for_color"] is not None else None element_params[el]["method"] = param_dict["method"] element_params[el]["ds_reduction"] = param_dict["ds_reduction"] @@ -2209,18 +1991,14 @@ def _validate_col_for_column_table( elif table_name is not None: tables = get_element_annotators(sdata, element_name) if table_name not in tables or ( - col_for_color not in sdata[table_name].obs.columns - and col_for_color not in sdata[table_name].var_names + col_for_color not in sdata[table_name].obs.columns and col_for_color not in sdata[table_name].var_names ): table_name = None col_for_color = None else: tables = get_element_annotators(sdata, element_name) for table_name in tables.copy(): - if ( - col_for_color not in sdata[table_name].obs.columns - and col_for_color not in sdata[table_name].var_names - ): + if col_for_color not in sdata[table_name].obs.columns and col_for_color not in sdata[table_name].var_names: tables.remove(table_name) if len(tables) == 0: col_for_color = None @@ -2267,15 +2045,10 @@ def _validate_image_render_params( spatial_element = param_dict["sdata"][el] spatial_element_ch = ( - spatial_element.c - if isinstance(spatial_element, DataArray) - else spatial_element["scale0"].c + spatial_element.c if isinstance(spatial_element, DataArray) else spatial_element["scale0"].c ) if (channel := param_dict["channel"]) is not None and ( - ( - isinstance(channel[0], int) - and max([abs(ch) for ch in channel]) <= len(spatial_element_ch) - ) + (isinstance(channel[0], int) and max([abs(ch) for ch in channel]) <= len(spatial_element_ch)) or all(ch in spatial_element_ch for ch in channel) ): element_params[el]["channel"] = channel @@ -2286,26 +2059,18 @@ def _validate_image_render_params( if isinstance(palette := param_dict["palette"], list): if len(palette) == 1: - palette_length = ( - len(channel) if channel is not None else len(spatial_element_ch) - ) + palette_length = len(channel) if channel is not None else len(spatial_element_ch) palette = palette * palette_length - if (channel is not None and len(palette) != len(channel)) and len( - palette - ) != len(spatial_element_ch): + if (channel is not None and len(palette) != len(channel)) and len(palette) != len(spatial_element_ch): palette = None element_params[el]["palette"] = palette element_params[el]["na_color"] = param_dict["na_color"] if (cmap := param_dict["cmap"]) is not None: if len(cmap) == 1: - cmap_length = ( - len(channel) if channel is not None else len(spatial_element_ch) - ) + cmap_length = len(channel) if channel is not None else len(spatial_element_ch) cmap = cmap * cmap_length - if (channel is not None and len(cmap) != len(channel)) or len(cmap) != len( - spatial_element_ch - ): + if (channel is not None and len(cmap) != len(channel)) or len(cmap) != len(spatial_element_ch): cmap = None element_params[el]["cmap"] = cmap element_params[el]["norm"] = param_dict["norm"] @@ -2323,9 +2088,7 @@ 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]: @@ -2338,9 +2101,7 @@ def _get_wanted_render_elements( ]: # Prevents eval security risk wanted_elements: list[str] = [params.element] wanted_elements_on_cs = [ - element - for element in wanted_elements - if cs in set(get_transformation(sdata[element], get_all=True).keys()) + element for element in wanted_elements if cs in set(get_transformation(sdata[element], get_all=True).keys()) ] sdata_wanted_elements.extend(wanted_elements_on_cs) @@ -2400,9 +2161,7 @@ def _ax_show_and_transform( return im -def set_zero_in_cmap_to_transparent( - cmap: Colormap | str, steps: int | None = None -) -> ListedColormap: +def set_zero_in_cmap_to_transparent(cmap: Colormap | str, steps: int | None = None) -> ListedColormap: """ Modify colormap so that 0s are transparent. @@ -2454,9 +2213,7 @@ def _get_extent_and_range_for_datashader_canvas( plot_width = x_ext[1] - x_ext[0] plot_height = y_ext[1] - y_ext[0] plot_width_px = int(round(fig_params.fig.get_size_inches()[0] * fig_params.fig.dpi)) - plot_height_px = int( - round(fig_params.fig.get_size_inches()[1] * fig_params.fig.dpi) - ) + plot_height_px = int(round(fig_params.fig.get_size_inches()[1] * fig_params.fig.dpi)) factor: float factor = np.min([plot_width / plot_width_px, plot_height / plot_height_px]) plot_width = int(np.round(plot_width / factor)) @@ -2471,11 +2228,7 @@ def _create_image_from_datashader_result( ax: Axes, ) -> tuple[MaskedArray[tuple[int, ...], Any], matplotlib.transforms.Transform]: # create SpatialImage from datashader output to get it back to original size - rgba_image_data = ( - ds_result.copy() - if isinstance(ds_result, np.ndarray) - else ds_result.to_numpy().base - ) + rgba_image_data = ds_result.copy() if isinstance(ds_result, np.ndarray) else ds_result.to_numpy().base rgba_image_data = np.transpose(rgba_image_data, (2, 0, 1)) rgba_image = Image2DModel.parse( rgba_image_data, @@ -2492,9 +2245,7 @@ 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, @@ -2543,14 +2294,10 @@ def _datashader_aggregate_with_function( try: element_function = element_function_map[element_type] except KeyError as e: - raise ValueError( - f"Element type '{element_type}' is not supported. Use 'points' or 'shapes'." - ) from e + raise ValueError(f"Element type '{element_type}' is not supported. Use 'points' or 'shapes'.") from e if element_type == "points": - points_aggregate = element_function( - spatial_element, "x", "y", agg=reduction_function - ) + points_aggregate = element_function(spatial_element, "x", "y", agg=reduction_function) if reduction == "any": # replace False/True by nan/1 points_aggregate = points_aggregate.astype(int) @@ -2558,15 +2305,11 @@ def _datashader_aggregate_with_function( return points_aggregate # is shapes - return element_function( - spatial_element, geometry="geometry", agg=reduction_function - ) + return element_function(spatial_element, geometry="geometry", agg=reduction_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" @@ -2736,6 +2479,4 @@ def _hex_no_alpha(hex: str) -> str: # Return only the first 6 characters, stripping the alpha. return "#" + hex_digits[:6] - raise ValueError( - "Invalid hex color length: must be either '#RRGGBB' or '#RRGGBBAA'" - ) + raise ValueError("Invalid hex color length: must be either '#RRGGBB' or '#RRGGBBAA'") From 11aa6638b94c1da7efdf4f79f0235f55752c0ee1 Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Tue, 22 Apr 2025 18:56:32 -0400 Subject: [PATCH 07/30] fixed bg being excluded from PCA --- src/spatialdata_plot/pl/render.py | 331 +++++++++++++++++++++++------- 1 file changed, 253 insertions(+), 78 deletions(-) diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index 7ad83d11..53ba5900 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -88,7 +88,9 @@ def _render_shapes( ) sdata_filt[element] = shapes = element_dict[element] joined_table.uns["spatialdata_attrs"]["region"] = ( - joined_table.obs[joined_table.uns["spatialdata_attrs"]["region_key"]].unique().tolist() + joined_table.obs[joined_table.uns["spatialdata_attrs"]["region_key"]] + .unique() + .tolist() ) sdata_filt[table_name] = table = joined_table @@ -105,7 +107,9 @@ def _render_shapes( UserWarning, stacklevel=2, ) - sdata_filt[table_name].obs[col_for_color] = sdata_filt[table_name].obs[col_for_color].astype("category") + sdata_filt[table_name].obs[col_for_color] = ( + sdata_filt[table_name].obs[col_for_color].astype("category") + ) # get color vector (categorical or continuous) color_source_vector, color_vector, _ = _set_color_source_vec( @@ -146,9 +150,13 @@ def _render_shapes( if color_source_vector is None: palette = ListedColormap(dict.fromkeys(color_vector)) else: - palette = ListedColormap(dict.fromkeys(color_vector[~pd.Categorical(color_source_vector).isnull()])) + palette = ListedColormap( + dict.fromkeys(color_vector[~pd.Categorical(color_source_vector).isnull()]) + ) - if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex(render_params.cmap_params.na_color): + if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex( + 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 col_for_color is not None: color_source_vector = color_source_vector.remove_unused_categories() @@ -157,7 +165,9 @@ def _render_shapes( colorbar = False if col_for_color is None else legend_params.colorbar # Apply the transformation to the PatchCollection's paths - trans, trans_data = _prepare_transformation(sdata_filt.shapes[element], coordinate_system) + trans, trans_data = _prepare_transformation( + sdata_filt.shapes[element], coordinate_system + ) shapes = gpd.GeoDataFrame(shapes, geometry="geometry") @@ -183,10 +193,14 @@ def _render_shapes( # Handle circles encoded as points with radius if is_point.any(): scale = shapes[is_point]["radius"] * render_params.scale - sdata_filt.shapes[element].loc[is_point, "geometry"] = _geometry[is_point].buffer(scale.to_numpy()) + sdata_filt.shapes[element].loc[is_point, "geometry"] = _geometry[ + is_point + ].buffer(scale.to_numpy()) # apply transformations to the individual points - element_trans = get_transformation(sdata_filt.shapes[element], to_coordinate_system=coordinate_system) + element_trans = get_transformation( + sdata_filt.shapes[element], to_coordinate_system=coordinate_system + ) tm = _get_transformation_matrix_for_datashader(element_trans) transformed_element = sdata_filt.shapes[element].transform( lambda x: (np.hstack([x, np.ones((x.shape[0], 1))]) @ tm)[:, :2] @@ -198,19 +212,32 @@ def _render_shapes( ) ) - plot_width, plot_height, x_ext, y_ext, factor = _get_extent_and_range_for_datashader_canvas( - transformed_element, "global", ax, fig_params + plot_width, plot_height, x_ext, y_ext, factor = ( + _get_extent_and_range_for_datashader_canvas( + transformed_element, "global", ax, fig_params + ) ) - cvs = ds.Canvas(plot_width=plot_width, plot_height=plot_height, x_range=x_ext, y_range=y_ext) + 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: - transformed_element[col_for_color] = color_vector if color_source_vector is None else color_source_vector + if ( + col_for_color is not None + and col_for_color not in transformed_element.columns + ): + 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 + color_by_categorical = ( + col_for_color is not None and color_source_vector is not None + ) aggregate_with_reduction = 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 and ( + render_params.groups is None or len(render_params.groups) > 1 + ): if color_by_categorical: agg = cvs.polygons( transformed_element, @@ -218,7 +245,11 @@ def _render_shapes( 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" + reduction_name = ( + render_params.ds_reduction + if render_params.ds_reduction is not None + else "mean" + ) logger.info( f'Using the datashader reduction "{reduction_name}". "max" will give an output very close ' "to the matplotlib result." @@ -283,7 +314,9 @@ def _render_shapes( # using an artificial "span" of [X, X + 1] for the color bar # else: all elements would get alpha=0 and the color bar would have a weird range if aggregate_with_reduction[0] == aggregate_with_reduction[1]: - ds_cmap = matplotlib.colors.to_hex(render_params.cmap_params.cmap(0.0), keep_alpha=False) + ds_cmap = matplotlib.colors.to_hex( + render_params.cmap_params.cmap(0.0), keep_alpha=False + ) aggregate_with_reduction = ( aggregate_with_reduction[0], aggregate_with_reduction[0] + 1, @@ -299,7 +332,11 @@ def _render_shapes( # 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: + if ( + isinstance(outline_color, str) + and outline_color.startswith("#") + and len(outline_color) == 9 + ): logger.info( "alpha component of given RGBA value for outline color is discarded, because outline_alpha" " takes precedent." @@ -314,7 +351,9 @@ def _render_shapes( how="linear", ) # prevent min_alpha == 255, bc that led to fully colored test plots instead of just colored points/shapes - rgba_image, trans_data = _create_image_from_datashader_result(ds_result, factor, ax) + rgba_image, trans_data = _create_image_from_datashader_result( + ds_result, factor, ax + ) _cax = _ax_show_and_transform( rgba_image, trans_data, @@ -325,7 +364,9 @@ def _render_shapes( ) # render outline image if needed if render_outlines: - rgba_image, trans_data = _create_image_from_datashader_result(ds_outlines, factor, ax) + rgba_image, trans_data = _create_image_from_datashader_result( + ds_outlines, factor, ax + ) _ax_show_and_transform( rgba_image, trans_data, @@ -337,9 +378,15 @@ def _render_shapes( cax = None if aggregate_with_reduction is not None: - vmin = aggregate_with_reduction[0].values if norm.vmin is None else norm.vmin - vmax = aggregate_with_reduction[1].values if norm.vmax is None else norm.vmax - if (norm.vmin is not None or norm.vmax is not None) and norm.vmin == norm.vmax: + vmin = ( + aggregate_with_reduction[0].values if norm.vmin is None else norm.vmin + ) + vmax = ( + aggregate_with_reduction[1].values if norm.vmax is None else norm.vmax + ) + if ( + norm.vmin is not None or norm.vmax is not None + ) and norm.vmin == norm.vmax: # value (vmin=vmax) is placed in the middle of the colorbar so that we can distinguish it from over and # under values in case clip=True or clip=False with cmap(under)=cmap(0) & cmap(over)=cmap(1) vmin = norm.vmin - 0.5 @@ -377,13 +424,17 @@ def _render_shapes( vmax=render_params.cmap_params.norm.vmax or max(color_vector), ) - if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex(render_params.cmap_params.na_color): + if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex( + 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() # False if user specified color-like with 'color' parameter - colorbar = False if render_params.col_for_color is None else legend_params.colorbar + colorbar = ( + False if render_params.col_for_color is None else legend_params.colorbar + ) _ = _decorate_axs( ax=ax, @@ -442,7 +493,10 @@ def _render_points( if col_for_color is None or ( table_name is not None - and (col_for_color in sdata_filt[table_name].obs.columns or col_for_color in sdata_filt[table_name].var_names) + and ( + col_for_color in sdata_filt[table_name].obs.columns + or col_for_color in sdata_filt[table_name].var_names + ) ): points = points[coords].compute() if ( @@ -457,7 +511,9 @@ def _render_points( UserWarning, stacklevel=2, ) - sdata_filt[table_name].obs[col_for_color] = sdata_filt[table_name].obs[col_for_color].astype("category") + sdata_filt[table_name].obs[col_for_color] = ( + sdata_filt[table_name].obs[col_for_color].astype("category") + ) else: coords += [col_for_color] points = points[coords].compute() @@ -473,12 +529,14 @@ def _render_points( table_name=table_name, table_layer=table_layer, ) - points_color_values = points.merge(points_color_values, how="left", left_index=True, right_index=True)[ - col_for_color - ] + points_color_values = points.merge( + points_color_values, how="left", left_index=True, right_index=True + )[col_for_color] points = points[points_color_values.isin(groups)] if len(points) <= 0: - raise ValueError(f"None of the groups {groups} could be found in the column '{col_for_color}'.") + raise ValueError( + f"None of the groups {groups} could be found in the column '{col_for_color}'." + ) # we construct an anndata to hack the plotting functions if table_name is None: @@ -492,9 +550,16 @@ def _render_points( # if the points are colored by values in X (or a different layer), add the values to obs if col_for_color in sdata_filt[table_name].var_names: if table_layer is None: - adata_obs[col_for_color] = sdata_filt[table_name][:, col_for_color].X.flatten().copy() + adata_obs[col_for_color] = ( + sdata_filt[table_name][:, col_for_color].X.flatten().copy() + ) else: - adata_obs[col_for_color] = sdata_filt[table_name][:, col_for_color].layers[table_layer].flatten().copy() + adata_obs[col_for_color] = ( + sdata_filt[table_name][:, col_for_color] + .layers[table_layer] + .flatten() + .copy() + ) if groups is not None: adata_obs = adata_obs[adata_obs[col_for_color].isin(groups)] adata = AnnData( @@ -508,9 +573,13 @@ def _render_points( # we can modify the sdata because of dealing with a copy # Convert back to dask dataframe to modify sdata - transformation_in_cs = sdata_filt.points[element].attrs["transform"][coordinate_system] + transformation_in_cs = sdata_filt.points[element].attrs["transform"][ + coordinate_system + ] points = dask.dataframe.from_pandas(points, npartitions=1) - sdata_filt.points[element] = PointsModel.parse(points, coordinates={"x": "x", "y": "y"}) + sdata_filt.points[element] = PointsModel.parse( + points, coordinates={"x": "x", "y": "y"} + ) # restore transformation in coordinate system of interest set_transformation( element=sdata_filt.points[element], @@ -531,7 +600,11 @@ def _render_points( ) # when user specified a single color, we emulate the form of `na_color` and use it - default_color = color if col_for_color is None and color is not None else render_params.cmap_params.na_color + default_color = ( + color + if col_for_color is None and color is not None + else render_params.cmap_params.na_color + ) color_source_vector, color_vector, _ = _set_color_source_vec( sdata=sdata_filt, @@ -551,7 +624,9 @@ def _render_points( if color_source_vector is None and render_params.transfunc is not None: color_vector = render_params.transfunc(color_vector) - trans, trans_data = _prepare_transformation(sdata.points[element], coordinate_system, ax) + trans, trans_data = _prepare_transformation( + sdata.points[element], coordinate_system, ax + ) norm = copy(render_params.cmap_params.norm) @@ -577,29 +652,50 @@ def _render_points( # apply transformations transformed_element = PointsModel.parse( trans.transform(sdata_filt.points[element][["x", "y"]]), - annotation=sdata_filt.points[element][sdata_filt.points[element].columns.drop(["x", "y"])], + annotation=sdata_filt.points[element][ + sdata_filt.points[element].columns.drop(["x", "y"]) + ], transformations={coordinate_system: Identity()}, ) - plot_width, plot_height, x_ext, y_ext, factor = _get_extent_and_range_for_datashader_canvas( - transformed_element, coordinate_system, ax, fig_params + plot_width, plot_height, x_ext, y_ext, factor = ( + _get_extent_and_range_for_datashader_canvas( + transformed_element, coordinate_system, ax, fig_params + ) ) # 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) + cvs = ds.Canvas( + plot_width=plot_width, plot_height=plot_height, x_range=x_ext, y_range=y_ext + ) - color_by_categorical = col_for_color is not None and transformed_element[col_for_color].values.dtype in ( + color_by_categorical = col_for_color is not None and transformed_element[ + col_for_color + ].values.dtype in ( object, "categorical", ) - 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") + 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 - 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 and ( + render_params.groups is None or len(render_params.groups) > 1 + ): if color_by_categorical: - agg = cvs.points(transformed_element, "x", "y", agg=ds.by(col_for_color, ds.count())) + 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" + reduction_name = ( + render_params.ds_reduction + if render_params.ds_reduction is not None + else "sum" + ) logger.info( f'Using the datashader reduction "{reduction_name}". "max" will give an output very close ' "to the matplotlib result." @@ -640,10 +736,16 @@ 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] == "#": + 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 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]) @@ -663,8 +765,12 @@ def _render_points( # in case all elements have the same value X: we render them using cmap(0.0), # using an artificial "span" of [X, X + 1] for the color bar # else: all elements would get alpha=0 and the color bar would have a weird range - if aggregate_with_reduction[0] == aggregate_with_reduction[1] and (ds_span is None or ds_span != [0, 1]): - ds_cmap = matplotlib.colors.to_hex(render_params.cmap_params.cmap(0.0), keep_alpha=False) + if aggregate_with_reduction[0] == aggregate_with_reduction[1] and ( + ds_span is None or ds_span != [0, 1] + ): + ds_cmap = matplotlib.colors.to_hex( + render_params.cmap_params.cmap(0.0), keep_alpha=False + ) aggregate_with_reduction = ( aggregate_with_reduction[0], aggregate_with_reduction[0] + 1, @@ -678,7 +784,9 @@ def _render_points( min_alpha=np.min([254, render_params.alpha * 255]), ) # prevent min_alpha == 255, bc that led to fully colored test plots instead of just colored points/shapes - rgba_image, trans_data = _create_image_from_datashader_result(ds_result, factor, ax) + rgba_image, trans_data = _create_image_from_datashader_result( + ds_result, factor, ax + ) _ax_show_and_transform( rgba_image, trans_data, @@ -690,9 +798,15 @@ def _render_points( cax = None if aggregate_with_reduction is not None: - vmin = aggregate_with_reduction[0].values if norm.vmin is None else norm.vmin - vmax = aggregate_with_reduction[1].values if norm.vmax is None else norm.vmax - if (norm.vmin is not None or norm.vmax is not None) and norm.vmin == norm.vmax: + vmin = ( + aggregate_with_reduction[0].values if norm.vmin is None else norm.vmin + ) + vmax = ( + aggregate_with_reduction[1].values if norm.vmax is None else norm.vmax + ) + if ( + norm.vmin is not None or norm.vmax is not None + ) and norm.vmin == norm.vmax: # value (vmin=vmax) is placed in the middle of the colorbar so that we can distinguish it from over and # under values in case clip=True or clip=False with cmap(under)=cmap(0) & cmap(over)=cmap(1) vmin = norm.vmin - 0.5 @@ -720,15 +834,23 @@ def _render_points( cax = ax.add_collection(_cax) if update_parameters: # necessary if points are plotted with mpl first and then with datashader - extent = get_extent(sdata_filt.points[element], coordinate_system=coordinate_system) + extent = get_extent( + sdata_filt.points[element], coordinate_system=coordinate_system + ) ax.set_xbound(extent["x"]) ax.set_ybound(extent["y"]) - if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex(render_params.cmap_params.na_color): + if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex( + render_params.cmap_params.na_color + ): if color_source_vector is None: palette = ListedColormap(dict.fromkeys(color_vector)) else: - palette = ListedColormap(dict.fromkeys(color_vector[~pd.Categorical(color_source_vector).isnull()])) + palette = ListedColormap( + dict.fromkeys( + color_vector[~pd.Categorical(color_source_vector).isnull()] + ) + ) _ = _decorate_axs( ax=ax, @@ -793,7 +915,11 @@ def _render_images( extent=extent, ) - channels = img.coords["c"].values.tolist() if render_params.channel is None else render_params.channel + channels = ( + img.coords["c"].values.tolist() + if render_params.channel is None + else render_params.channel + ) # the channel parameter has been previously validated, so when not None, render_params.channel is a list assert isinstance(channels, list) @@ -811,14 +937,23 @@ def _render_images( ) # not using got_multiple_cmaps here because of ruff :( - if isinstance(render_params.cmap_params, list) and len(render_params.cmap_params) != n_channels: - raise ValueError("If 'cmap' is provided, its length must match the number of channels.") + if ( + isinstance(render_params.cmap_params, list) + and len(render_params.cmap_params) != n_channels + ): + raise ValueError( + "If 'cmap' is provided, its length must match the number of channels." + ) _, trans_data = _prepare_transformation(img, coordinate_system, ax) # 1) Image has only 1 channel if n_channels == 1 and not isinstance(render_params.cmap_params, list): - layer = img.sel(c=channels[0]).squeeze() if isinstance(channels[0], str) else img.isel(c=channels[0]).squeeze() + layer = ( + img.sel(c=channels[0]).squeeze() + if isinstance(channels[0], str) + else img.isel(c=channels[0]).squeeze() + ) cmap = ( _get_linear_colormap(palette, "k")[0] @@ -858,14 +993,21 @@ def _render_images( layers[c] = render_params.cmap_params[ch_index].norm(layers[c]) # 2A) Image has 3 channels, no palette info, and no/only one cmap was given - if palette is None and n_channels == 3 and not isinstance(render_params.cmap_params, list): + if ( + palette is None + and n_channels == 3 + and not isinstance(render_params.cmap_params, list) + ): if render_params.cmap_params.cmap_is_default: # -> use RGB stacked = np.stack([layers[c] for c in channels], axis=-1) else: # -> use given cmap for each channel channel_cmaps = [render_params.cmap_params.cmap] * n_channels stacked = ( np.stack( - [channel_cmaps[ind](layers[ch]) for ind, ch in enumerate(channels)], + [ + channel_cmaps[ind](layers[ch]) + for ind, ch in enumerate(channels) + ], 0, ).sum(0) / n_channels @@ -915,7 +1057,14 @@ def _render_images( # Stack (n_channels, height, width) → (height*width, n_channels) h, w = layers[channels[0]].shape pixel_matrix = np.stack( - [(layers[c].data.ravel() if hasattr(layers[c], "data") else layers[c].ravel()) for c in channels], + [ + ( + layers[c].data.ravel() + if hasattr(layers[c], "data") + else layers[c].ravel() + ) + for c in channels + ], axis=1, ) @@ -926,17 +1075,25 @@ def _render_images( # Only use non-background pixels for PCA pca_rgb = np.zeros((h * w, 3)) if np.any(mask): - pca_rgb[mask] = PCA(n_components=3).fit_transform(pixel_matrix[mask]) + pca_rgb[mask] = PCA(n_components=3).fit_transform( + pixel_matrix[mask] + ) + + # Rescale only non-background pixels to [0, 1] range + pca_rgb[mask] -= pca_rgb[mask].min(axis=0) + pca_rgb[mask] /= np.clip( + pca_rgb[mask].max(axis=0), a_min=1e-6, a_max=None + ) else: - logger.warning("All pixels are below background threshold. Using zeros for PCA visualization.") - - # Rescale to [0, 1] range - pca_rgb -= pca_rgb.min(axis=0) - pca_rgb /= np.clip(pca_rgb.max(axis=0), a_min=1e-6, a_max=None) + logger.warning( + "All pixels are below background threshold. Using zeros for PCA visualization." + ) colored = pca_rgb.reshape(h, w, 3) - logger.info(f"Visualizing {n_channels} channels using PCA → RGB projection") + logger.info( + f"Visualizing {n_channels} channels using PCA → RGB projection" + ) _ax_show_and_transform( colored, @@ -1045,7 +1202,9 @@ def _render_labels( table_layer=table_layer, ) - def _draw_labels(seg_erosionpx: int | None, seg_boundaries: bool, alpha: float) -> matplotlib.image.AxesImage: + def _draw_labels( + seg_erosionpx: int | None, seg_boundaries: bool, alpha: float + ) -> matplotlib.image.AxesImage: labels = _map_color_seg( seg=label.values, cell_id=instance_id, @@ -1078,7 +1237,9 @@ def _draw_labels(seg_erosionpx: int | None, seg_boundaries: bool, alpha: float) if (render_params.fill_alpha > 0.0 and render_params.outline_alpha == 0.0) or ( render_params.fill_alpha == render_params.outline_alpha ): - cax = _draw_labels(seg_erosionpx=None, seg_boundaries=False, alpha=render_params.fill_alpha) + cax = _draw_labels( + seg_erosionpx=None, seg_boundaries=False, alpha=render_params.fill_alpha + ) alpha_to_decorate_ax = render_params.fill_alpha # outline-only case @@ -1093,7 +1254,9 @@ def _draw_labels(seg_erosionpx: int | None, seg_boundaries: bool, alpha: float) # pretty case: both outline and infill elif render_params.fill_alpha > 0.0 and render_params.outline_alpha > 0.0: # first plot the infill ... - cax_infill = _draw_labels(seg_erosionpx=None, seg_boundaries=False, alpha=render_params.fill_alpha) + cax_infill = _draw_labels( + seg_erosionpx=None, seg_boundaries=False, alpha=render_params.fill_alpha + ) # ... then overlay the contour cax_contour = _draw_labels( @@ -1103,11 +1266,19 @@ def _draw_labels(seg_erosionpx: int | None, seg_boundaries: bool, alpha: float) ) # pass the less-transparent _cax for the legend - cax = cax_infill if render_params.fill_alpha > render_params.outline_alpha else cax_contour - alpha_to_decorate_ax = max(render_params.fill_alpha, render_params.outline_alpha) + cax = ( + cax_infill + if render_params.fill_alpha > render_params.outline_alpha + else cax_contour + ) + alpha_to_decorate_ax = max( + render_params.fill_alpha, render_params.outline_alpha + ) else: - raise ValueError("Parameters 'fill_alpha' and 'outline_alpha' cannot both be 0.") + raise ValueError( + "Parameters 'fill_alpha' and 'outline_alpha' cannot both be 0." + ) _ = _decorate_axs( ax=ax, @@ -1124,7 +1295,11 @@ def _draw_labels(seg_erosionpx: int | None, seg_boundaries: bool, alpha: float) legend_fontweight=legend_params.legend_fontweight, legend_loc=legend_params.legend_loc, legend_fontoutline=legend_params.legend_fontoutline, - na_in_legend=(legend_params.na_in_legend if groups is None else len(groups) == len(set(color_vector))), + na_in_legend=( + legend_params.na_in_legend + if groups is None + else len(groups) == len(set(color_vector)) + ), colorbar=legend_params.colorbar, scalebar_dx=scalebar_params.scalebar_dx, scalebar_units=scalebar_params.scalebar_units, From 9b733bb5c2411122e36c9959497e632ab4c46ac5 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 22 Apr 2025 22:57:48 +0000 Subject: [PATCH 08/30] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- src/spatialdata_plot/pl/render.py | 325 +++++++----------------------- 1 file changed, 75 insertions(+), 250 deletions(-) diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index 53ba5900..21d06212 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -88,9 +88,7 @@ def _render_shapes( ) sdata_filt[element] = shapes = element_dict[element] joined_table.uns["spatialdata_attrs"]["region"] = ( - joined_table.obs[joined_table.uns["spatialdata_attrs"]["region_key"]] - .unique() - .tolist() + joined_table.obs[joined_table.uns["spatialdata_attrs"]["region_key"]].unique().tolist() ) sdata_filt[table_name] = table = joined_table @@ -107,9 +105,7 @@ def _render_shapes( UserWarning, stacklevel=2, ) - sdata_filt[table_name].obs[col_for_color] = ( - sdata_filt[table_name].obs[col_for_color].astype("category") - ) + sdata_filt[table_name].obs[col_for_color] = sdata_filt[table_name].obs[col_for_color].astype("category") # get color vector (categorical or continuous) color_source_vector, color_vector, _ = _set_color_source_vec( @@ -150,13 +146,9 @@ def _render_shapes( if color_source_vector is None: palette = ListedColormap(dict.fromkeys(color_vector)) else: - palette = ListedColormap( - dict.fromkeys(color_vector[~pd.Categorical(color_source_vector).isnull()]) - ) + palette = ListedColormap(dict.fromkeys(color_vector[~pd.Categorical(color_source_vector).isnull()])) - if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex( - render_params.cmap_params.na_color - ): + if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex(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 col_for_color is not None: color_source_vector = color_source_vector.remove_unused_categories() @@ -165,9 +157,7 @@ def _render_shapes( colorbar = False if col_for_color is None else legend_params.colorbar # Apply the transformation to the PatchCollection's paths - trans, trans_data = _prepare_transformation( - sdata_filt.shapes[element], coordinate_system - ) + trans, trans_data = _prepare_transformation(sdata_filt.shapes[element], coordinate_system) shapes = gpd.GeoDataFrame(shapes, geometry="geometry") @@ -193,14 +183,10 @@ def _render_shapes( # Handle circles encoded as points with radius if is_point.any(): scale = shapes[is_point]["radius"] * render_params.scale - sdata_filt.shapes[element].loc[is_point, "geometry"] = _geometry[ - is_point - ].buffer(scale.to_numpy()) + sdata_filt.shapes[element].loc[is_point, "geometry"] = _geometry[is_point].buffer(scale.to_numpy()) # apply transformations to the individual points - element_trans = get_transformation( - sdata_filt.shapes[element], to_coordinate_system=coordinate_system - ) + element_trans = get_transformation(sdata_filt.shapes[element], to_coordinate_system=coordinate_system) tm = _get_transformation_matrix_for_datashader(element_trans) transformed_element = sdata_filt.shapes[element].transform( lambda x: (np.hstack([x, np.ones((x.shape[0], 1))]) @ tm)[:, :2] @@ -212,32 +198,19 @@ def _render_shapes( ) ) - plot_width, plot_height, x_ext, y_ext, factor = ( - _get_extent_and_range_for_datashader_canvas( - transformed_element, "global", ax, fig_params - ) + plot_width, plot_height, x_ext, y_ext, factor = _get_extent_and_range_for_datashader_canvas( + transformed_element, "global", ax, fig_params ) - cvs = ds.Canvas( - plot_width=plot_width, plot_height=plot_height, x_range=x_ext, y_range=y_ext - ) + 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 - ): - transformed_element[col_for_color] = ( - color_vector if color_source_vector is None else color_source_vector - ) + if col_for_color is not None and col_for_color not in transformed_element.columns: + 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 - ) + color_by_categorical = col_for_color is not None and color_source_vector is not None aggregate_with_reduction = 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 and (render_params.groups is None or len(render_params.groups) > 1): if color_by_categorical: agg = cvs.polygons( transformed_element, @@ -245,11 +218,7 @@ def _render_shapes( 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" - ) + reduction_name = render_params.ds_reduction if render_params.ds_reduction is not None else "mean" logger.info( f'Using the datashader reduction "{reduction_name}". "max" will give an output very close ' "to the matplotlib result." @@ -314,9 +283,7 @@ def _render_shapes( # using an artificial "span" of [X, X + 1] for the color bar # else: all elements would get alpha=0 and the color bar would have a weird range if aggregate_with_reduction[0] == aggregate_with_reduction[1]: - ds_cmap = matplotlib.colors.to_hex( - render_params.cmap_params.cmap(0.0), keep_alpha=False - ) + ds_cmap = matplotlib.colors.to_hex(render_params.cmap_params.cmap(0.0), keep_alpha=False) aggregate_with_reduction = ( aggregate_with_reduction[0], aggregate_with_reduction[0] + 1, @@ -332,11 +299,7 @@ def _render_shapes( # 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 - ): + if isinstance(outline_color, str) and outline_color.startswith("#") and len(outline_color) == 9: logger.info( "alpha component of given RGBA value for outline color is discarded, because outline_alpha" " takes precedent." @@ -351,9 +314,7 @@ def _render_shapes( how="linear", ) # prevent min_alpha == 255, bc that led to fully colored test plots instead of just colored points/shapes - rgba_image, trans_data = _create_image_from_datashader_result( - ds_result, factor, ax - ) + rgba_image, trans_data = _create_image_from_datashader_result(ds_result, factor, ax) _cax = _ax_show_and_transform( rgba_image, trans_data, @@ -364,9 +325,7 @@ def _render_shapes( ) # render outline image if needed if render_outlines: - rgba_image, trans_data = _create_image_from_datashader_result( - ds_outlines, factor, ax - ) + rgba_image, trans_data = _create_image_from_datashader_result(ds_outlines, factor, ax) _ax_show_and_transform( rgba_image, trans_data, @@ -378,15 +337,9 @@ def _render_shapes( cax = None if aggregate_with_reduction is not None: - vmin = ( - aggregate_with_reduction[0].values if norm.vmin is None else norm.vmin - ) - vmax = ( - aggregate_with_reduction[1].values if norm.vmax is None else norm.vmax - ) - if ( - norm.vmin is not None or norm.vmax is not None - ) and norm.vmin == norm.vmax: + vmin = aggregate_with_reduction[0].values if norm.vmin is None else norm.vmin + vmax = aggregate_with_reduction[1].values if norm.vmax is None else norm.vmax + if (norm.vmin is not None or norm.vmax is not None) and norm.vmin == norm.vmax: # value (vmin=vmax) is placed in the middle of the colorbar so that we can distinguish it from over and # under values in case clip=True or clip=False with cmap(under)=cmap(0) & cmap(over)=cmap(1) vmin = norm.vmin - 0.5 @@ -424,17 +377,13 @@ def _render_shapes( vmax=render_params.cmap_params.norm.vmax or max(color_vector), ) - if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex( - render_params.cmap_params.na_color - ): + if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex(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() # False if user specified color-like with 'color' parameter - colorbar = ( - False if render_params.col_for_color is None else legend_params.colorbar - ) + colorbar = False if render_params.col_for_color is None else legend_params.colorbar _ = _decorate_axs( ax=ax, @@ -493,10 +442,7 @@ def _render_points( if col_for_color is None or ( table_name is not None - and ( - col_for_color in sdata_filt[table_name].obs.columns - or col_for_color in sdata_filt[table_name].var_names - ) + and (col_for_color in sdata_filt[table_name].obs.columns or col_for_color in sdata_filt[table_name].var_names) ): points = points[coords].compute() if ( @@ -511,9 +457,7 @@ def _render_points( UserWarning, stacklevel=2, ) - sdata_filt[table_name].obs[col_for_color] = ( - sdata_filt[table_name].obs[col_for_color].astype("category") - ) + sdata_filt[table_name].obs[col_for_color] = sdata_filt[table_name].obs[col_for_color].astype("category") else: coords += [col_for_color] points = points[coords].compute() @@ -529,14 +473,12 @@ def _render_points( table_name=table_name, table_layer=table_layer, ) - points_color_values = points.merge( - points_color_values, how="left", left_index=True, right_index=True - )[col_for_color] + points_color_values = points.merge(points_color_values, how="left", left_index=True, right_index=True)[ + col_for_color + ] points = points[points_color_values.isin(groups)] if len(points) <= 0: - raise ValueError( - f"None of the groups {groups} could be found in the column '{col_for_color}'." - ) + raise ValueError(f"None of the groups {groups} could be found in the column '{col_for_color}'.") # we construct an anndata to hack the plotting functions if table_name is None: @@ -550,16 +492,9 @@ def _render_points( # if the points are colored by values in X (or a different layer), add the values to obs if col_for_color in sdata_filt[table_name].var_names: if table_layer is None: - adata_obs[col_for_color] = ( - sdata_filt[table_name][:, col_for_color].X.flatten().copy() - ) + adata_obs[col_for_color] = sdata_filt[table_name][:, col_for_color].X.flatten().copy() else: - adata_obs[col_for_color] = ( - sdata_filt[table_name][:, col_for_color] - .layers[table_layer] - .flatten() - .copy() - ) + adata_obs[col_for_color] = sdata_filt[table_name][:, col_for_color].layers[table_layer].flatten().copy() if groups is not None: adata_obs = adata_obs[adata_obs[col_for_color].isin(groups)] adata = AnnData( @@ -573,13 +508,9 @@ def _render_points( # we can modify the sdata because of dealing with a copy # Convert back to dask dataframe to modify sdata - transformation_in_cs = sdata_filt.points[element].attrs["transform"][ - coordinate_system - ] + transformation_in_cs = sdata_filt.points[element].attrs["transform"][coordinate_system] points = dask.dataframe.from_pandas(points, npartitions=1) - sdata_filt.points[element] = PointsModel.parse( - points, coordinates={"x": "x", "y": "y"} - ) + sdata_filt.points[element] = PointsModel.parse(points, coordinates={"x": "x", "y": "y"}) # restore transformation in coordinate system of interest set_transformation( element=sdata_filt.points[element], @@ -600,11 +531,7 @@ def _render_points( ) # when user specified a single color, we emulate the form of `na_color` and use it - default_color = ( - color - if col_for_color is None and color is not None - else render_params.cmap_params.na_color - ) + default_color = color if col_for_color is None and color is not None else render_params.cmap_params.na_color color_source_vector, color_vector, _ = _set_color_source_vec( sdata=sdata_filt, @@ -624,9 +551,7 @@ def _render_points( if color_source_vector is None and render_params.transfunc is not None: color_vector = render_params.transfunc(color_vector) - trans, trans_data = _prepare_transformation( - sdata.points[element], coordinate_system, ax - ) + trans, trans_data = _prepare_transformation(sdata.points[element], coordinate_system, ax) norm = copy(render_params.cmap_params.norm) @@ -652,50 +577,29 @@ def _render_points( # apply transformations transformed_element = PointsModel.parse( trans.transform(sdata_filt.points[element][["x", "y"]]), - annotation=sdata_filt.points[element][ - sdata_filt.points[element].columns.drop(["x", "y"]) - ], + annotation=sdata_filt.points[element][sdata_filt.points[element].columns.drop(["x", "y"])], transformations={coordinate_system: Identity()}, ) - plot_width, plot_height, x_ext, y_ext, factor = ( - _get_extent_and_range_for_datashader_canvas( - transformed_element, coordinate_system, ax, fig_params - ) + plot_width, plot_height, x_ext, y_ext, factor = _get_extent_and_range_for_datashader_canvas( + transformed_element, coordinate_system, ax, fig_params ) # 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 - ) + cvs = ds.Canvas(plot_width=plot_width, plot_height=plot_height, x_range=x_ext, y_range=y_ext) - color_by_categorical = col_for_color is not None and transformed_element[ - col_for_color - ].values.dtype in ( + color_by_categorical = col_for_color is not None and transformed_element[col_for_color].values.dtype in ( object, "categorical", ) - 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") + 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 - 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 and (render_params.groups is None or len(render_params.groups) > 1): if color_by_categorical: - agg = cvs.points( - transformed_element, "x", "y", agg=ds.by(col_for_color, ds.count()) - ) + 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" - ) + reduction_name = render_params.ds_reduction if render_params.ds_reduction is not None else "sum" logger.info( f'Using the datashader reduction "{reduction_name}". "max" will give an output very close ' "to the matplotlib result." @@ -736,16 +640,10 @@ 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] == "#" - ): + 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 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]) @@ -765,12 +663,8 @@ def _render_points( # in case all elements have the same value X: we render them using cmap(0.0), # using an artificial "span" of [X, X + 1] for the color bar # else: all elements would get alpha=0 and the color bar would have a weird range - if aggregate_with_reduction[0] == aggregate_with_reduction[1] and ( - ds_span is None or ds_span != [0, 1] - ): - ds_cmap = matplotlib.colors.to_hex( - render_params.cmap_params.cmap(0.0), keep_alpha=False - ) + if aggregate_with_reduction[0] == aggregate_with_reduction[1] and (ds_span is None or ds_span != [0, 1]): + ds_cmap = matplotlib.colors.to_hex(render_params.cmap_params.cmap(0.0), keep_alpha=False) aggregate_with_reduction = ( aggregate_with_reduction[0], aggregate_with_reduction[0] + 1, @@ -784,9 +678,7 @@ def _render_points( min_alpha=np.min([254, render_params.alpha * 255]), ) # prevent min_alpha == 255, bc that led to fully colored test plots instead of just colored points/shapes - rgba_image, trans_data = _create_image_from_datashader_result( - ds_result, factor, ax - ) + rgba_image, trans_data = _create_image_from_datashader_result(ds_result, factor, ax) _ax_show_and_transform( rgba_image, trans_data, @@ -798,15 +690,9 @@ def _render_points( cax = None if aggregate_with_reduction is not None: - vmin = ( - aggregate_with_reduction[0].values if norm.vmin is None else norm.vmin - ) - vmax = ( - aggregate_with_reduction[1].values if norm.vmax is None else norm.vmax - ) - if ( - norm.vmin is not None or norm.vmax is not None - ) and norm.vmin == norm.vmax: + vmin = aggregate_with_reduction[0].values if norm.vmin is None else norm.vmin + vmax = aggregate_with_reduction[1].values if norm.vmax is None else norm.vmax + if (norm.vmin is not None or norm.vmax is not None) and norm.vmin == norm.vmax: # value (vmin=vmax) is placed in the middle of the colorbar so that we can distinguish it from over and # under values in case clip=True or clip=False with cmap(under)=cmap(0) & cmap(over)=cmap(1) vmin = norm.vmin - 0.5 @@ -834,23 +720,15 @@ def _render_points( cax = ax.add_collection(_cax) if update_parameters: # necessary if points are plotted with mpl first and then with datashader - extent = get_extent( - sdata_filt.points[element], coordinate_system=coordinate_system - ) + extent = get_extent(sdata_filt.points[element], coordinate_system=coordinate_system) ax.set_xbound(extent["x"]) ax.set_ybound(extent["y"]) - if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex( - render_params.cmap_params.na_color - ): + if len(set(color_vector)) != 1 or list(set(color_vector))[0] != to_hex(render_params.cmap_params.na_color): if color_source_vector is None: palette = ListedColormap(dict.fromkeys(color_vector)) else: - palette = ListedColormap( - dict.fromkeys( - color_vector[~pd.Categorical(color_source_vector).isnull()] - ) - ) + palette = ListedColormap(dict.fromkeys(color_vector[~pd.Categorical(color_source_vector).isnull()])) _ = _decorate_axs( ax=ax, @@ -915,11 +793,7 @@ def _render_images( extent=extent, ) - channels = ( - img.coords["c"].values.tolist() - if render_params.channel is None - else render_params.channel - ) + channels = img.coords["c"].values.tolist() if render_params.channel is None else render_params.channel # the channel parameter has been previously validated, so when not None, render_params.channel is a list assert isinstance(channels, list) @@ -937,23 +811,14 @@ def _render_images( ) # not using got_multiple_cmaps here because of ruff :( - if ( - isinstance(render_params.cmap_params, list) - and len(render_params.cmap_params) != n_channels - ): - raise ValueError( - "If 'cmap' is provided, its length must match the number of channels." - ) + if isinstance(render_params.cmap_params, list) and len(render_params.cmap_params) != n_channels: + raise ValueError("If 'cmap' is provided, its length must match the number of channels.") _, trans_data = _prepare_transformation(img, coordinate_system, ax) # 1) Image has only 1 channel if n_channels == 1 and not isinstance(render_params.cmap_params, list): - layer = ( - img.sel(c=channels[0]).squeeze() - if isinstance(channels[0], str) - else img.isel(c=channels[0]).squeeze() - ) + layer = img.sel(c=channels[0]).squeeze() if isinstance(channels[0], str) else img.isel(c=channels[0]).squeeze() cmap = ( _get_linear_colormap(palette, "k")[0] @@ -993,21 +858,14 @@ def _render_images( layers[c] = render_params.cmap_params[ch_index].norm(layers[c]) # 2A) Image has 3 channels, no palette info, and no/only one cmap was given - if ( - palette is None - and n_channels == 3 - and not isinstance(render_params.cmap_params, list) - ): + if palette is None and n_channels == 3 and not isinstance(render_params.cmap_params, list): if render_params.cmap_params.cmap_is_default: # -> use RGB stacked = np.stack([layers[c] for c in channels], axis=-1) else: # -> use given cmap for each channel channel_cmaps = [render_params.cmap_params.cmap] * n_channels stacked = ( np.stack( - [ - channel_cmaps[ind](layers[ch]) - for ind, ch in enumerate(channels) - ], + [channel_cmaps[ind](layers[ch]) for ind, ch in enumerate(channels)], 0, ).sum(0) / n_channels @@ -1057,14 +915,7 @@ def _render_images( # Stack (n_channels, height, width) → (height*width, n_channels) h, w = layers[channels[0]].shape pixel_matrix = np.stack( - [ - ( - layers[c].data.ravel() - if hasattr(layers[c], "data") - else layers[c].ravel() - ) - for c in channels - ], + [(layers[c].data.ravel() if hasattr(layers[c], "data") else layers[c].ravel()) for c in channels], axis=1, ) @@ -1075,25 +926,17 @@ def _render_images( # Only use non-background pixels for PCA pca_rgb = np.zeros((h * w, 3)) if np.any(mask): - pca_rgb[mask] = PCA(n_components=3).fit_transform( - pixel_matrix[mask] - ) + pca_rgb[mask] = PCA(n_components=3).fit_transform(pixel_matrix[mask]) # Rescale only non-background pixels to [0, 1] range pca_rgb[mask] -= pca_rgb[mask].min(axis=0) - pca_rgb[mask] /= np.clip( - pca_rgb[mask].max(axis=0), a_min=1e-6, a_max=None - ) + pca_rgb[mask] /= np.clip(pca_rgb[mask].max(axis=0), a_min=1e-6, a_max=None) else: - logger.warning( - "All pixels are below background threshold. Using zeros for PCA visualization." - ) + logger.warning("All pixels are below background threshold. Using zeros for PCA visualization.") colored = pca_rgb.reshape(h, w, 3) - logger.info( - f"Visualizing {n_channels} channels using PCA → RGB projection" - ) + logger.info(f"Visualizing {n_channels} channels using PCA → RGB projection") _ax_show_and_transform( colored, @@ -1202,9 +1045,7 @@ def _render_labels( table_layer=table_layer, ) - def _draw_labels( - seg_erosionpx: int | None, seg_boundaries: bool, alpha: float - ) -> matplotlib.image.AxesImage: + def _draw_labels(seg_erosionpx: int | None, seg_boundaries: bool, alpha: float) -> matplotlib.image.AxesImage: labels = _map_color_seg( seg=label.values, cell_id=instance_id, @@ -1237,9 +1078,7 @@ def _draw_labels( if (render_params.fill_alpha > 0.0 and render_params.outline_alpha == 0.0) or ( render_params.fill_alpha == render_params.outline_alpha ): - cax = _draw_labels( - seg_erosionpx=None, seg_boundaries=False, alpha=render_params.fill_alpha - ) + cax = _draw_labels(seg_erosionpx=None, seg_boundaries=False, alpha=render_params.fill_alpha) alpha_to_decorate_ax = render_params.fill_alpha # outline-only case @@ -1254,9 +1093,7 @@ def _draw_labels( # pretty case: both outline and infill elif render_params.fill_alpha > 0.0 and render_params.outline_alpha > 0.0: # first plot the infill ... - cax_infill = _draw_labels( - seg_erosionpx=None, seg_boundaries=False, alpha=render_params.fill_alpha - ) + cax_infill = _draw_labels(seg_erosionpx=None, seg_boundaries=False, alpha=render_params.fill_alpha) # ... then overlay the contour cax_contour = _draw_labels( @@ -1266,19 +1103,11 @@ def _draw_labels( ) # pass the less-transparent _cax for the legend - cax = ( - cax_infill - if render_params.fill_alpha > render_params.outline_alpha - else cax_contour - ) - alpha_to_decorate_ax = max( - render_params.fill_alpha, render_params.outline_alpha - ) + cax = cax_infill if render_params.fill_alpha > render_params.outline_alpha else cax_contour + alpha_to_decorate_ax = max(render_params.fill_alpha, render_params.outline_alpha) else: - raise ValueError( - "Parameters 'fill_alpha' and 'outline_alpha' cannot both be 0." - ) + raise ValueError("Parameters 'fill_alpha' and 'outline_alpha' cannot both be 0.") _ = _decorate_axs( ax=ax, @@ -1295,11 +1124,7 @@ def _draw_labels( legend_fontweight=legend_params.legend_fontweight, legend_loc=legend_params.legend_loc, legend_fontoutline=legend_params.legend_fontoutline, - na_in_legend=( - legend_params.na_in_legend - if groups is None - else len(groups) == len(set(color_vector)) - ), + na_in_legend=(legend_params.na_in_legend if groups is None else len(groups) == len(set(color_vector))), colorbar=legend_params.colorbar, scalebar_dx=scalebar_params.scalebar_dx, scalebar_units=scalebar_params.scalebar_units, From dc53d5edc3778f259ffdbea3384e4f80f52507f7 Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Sun, 11 May 2025 19:00:40 +0100 Subject: [PATCH 09/30] covering more test cases2 --- src/spatialdata_plot/pl/basic.py | 11 +- src/spatialdata_plot/pl/render.py | 156 ++++++++++++++++++----- src/spatialdata_plot/pl/render_params.py | 1 + src/spatialdata_plot/pl/utils.py | 77 +++++++++-- tests/conftest.py | 25 ++++ tests/pl/test_render_images.py | 76 +++++++++++ 6 files changed, 301 insertions(+), 45 deletions(-) diff --git a/src/spatialdata_plot/pl/basic.py b/src/spatialdata_plot/pl/basic.py index d09b1641..f37803ab 100644 --- a/src/spatialdata_plot/pl/basic.py +++ b/src/spatialdata_plot/pl/basic.py @@ -468,6 +468,7 @@ def render_images( palette: list[str] | str | None = None, alpha: float | int = 1.0, scale: str | None = None, + multichannel_strategy: str = "pca", bg_threshold: float = 1e-4, **kwargs: Any, ) -> sd.SpatialData: @@ -511,6 +512,10 @@ def render_images( 3) "full": Renders the full image without rasterization. In the case of multiscale images, the highest resolution scale is selected. Note that this may result in long computing times for large images. + multichannel_strategy : str, default "pca" + Method for rendering images with more than 3 channels. + "pca": Uses PCA to reduce the number of channels to 3. + "stack": Samples categorical colors and stacks the channels. bg_threshold : float, default 1e-4 Threshold below which values are considered background in the PCA dimred for images with 3+ channels. kwargs @@ -538,6 +543,8 @@ def render_images( cmap=cmap, norm=norm, scale=scale, + multichannel_strategy=multichannel_strategy, + bg_threshold=bg_threshold, ) sdata = self._copy() @@ -563,6 +570,7 @@ def render_images( na_color=param_values["na_color"], **kwargs, ) + sdata.plotting_tree[f"{n_steps + 1}_render_images"] = ImageRenderParams( element=element, channel=param_values["channel"], @@ -571,7 +579,8 @@ def render_images( alpha=param_values["alpha"], scale=param_values["scale"], zorder=n_steps, - bg_threshold=bg_threshold, + bg_threshold=param_values["bg_threshold"], + multichannel_strategy=param_values["multichannel_strategy"], ) n_steps += 1 diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index 21d06212..30e89e0e 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -761,7 +761,6 @@ def _render_images( scalebar_params: ScalebarParams, legend_params: LegendParams, rasterize: bool, - bg_threshold: float = 1e-4, ) -> None: sdata_filt = sdata.filter_by_coordinate_system( coordinate_system=coordinate_system, @@ -844,23 +843,24 @@ def _render_images( sm = plt.cm.ScalarMappable(cmap=cmap, norm=render_params.cmap_params.norm) fig_params.fig.colorbar(sm, ax=ax) - # 2) Image has any number of channels but 1 else: layers = {} - for ch_index, c in enumerate(channels): - layers[c] = img.sel(c=c).copy(deep=True).squeeze() - - if not isinstance(render_params.cmap_params, list): - if render_params.cmap_params.norm is not None: - layers[c] = render_params.cmap_params.norm(layers[c]) + for ch_idx, ch in enumerate(channels): + layers[ch_idx] = img.sel(c=ch).copy(deep=True).squeeze() + if isinstance(render_params.cmap_params, list): + ch_norm = render_params.cmap_params[ch_idx].norm + ch_cmap_is_default = render_params.cmap_params[ch_idx].cmap_is_default else: - if render_params.cmap_params[ch_index].norm is not None: - layers[c] = render_params.cmap_params[ch_index].norm(layers[c]) + ch_norm = render_params.cmap_params.norm + ch_cmap_is_default = render_params.cmap_params.cmap_is_default + + if not ch_cmap_is_default and ch_norm is not None: + layers[ch_idx] = ch_norm(layers[ch_idx]) # 2A) Image has 3 channels, no palette info, and no/only one cmap was given if palette is None and n_channels == 3 and not isinstance(render_params.cmap_params, list): if render_params.cmap_params.cmap_is_default: # -> use RGB - stacked = np.stack([layers[c] for c in channels], axis=-1) + stacked = np.stack([layers[ch_idx] for ch_idx in layers], axis=-1) else: # -> use given cmap for each channel channel_cmaps = [render_params.cmap_params.cmap] * n_channels stacked = ( @@ -888,7 +888,7 @@ def _render_images( zorder=render_params.zorder, ) - # 2B) Image has n channels, no palette/cmap info -> we use PCA to reduce the number of channels to 3 + # 2B) Image has n channels, no palette/cmap info -> sample n categorical colors elif palette is None and not got_multiple_cmaps: # overwrite if n_channels == 2 for intuitive result if n_channels == 2: @@ -900,7 +900,7 @@ def _render_images( ).sum(0) colored = colored[:, :, :3] - elif n_channels <= 3: + elif n_channels == 3: seed_colors = _get_colors_for_categorical_obs(list(range(n_channels))) channel_cmaps = [_get_linear_colormap([c], "k")[0] for c in seed_colors] colored = np.stack( @@ -910,33 +910,118 @@ def _render_images( colored = colored[:, :, :3] else: - from sklearn.decomposition import PCA - - # Stack (n_channels, height, width) → (height*width, n_channels) - h, w = layers[channels[0]].shape - pixel_matrix = np.stack( - [(layers[c].data.ravel() if hasattr(layers[c], "data") else layers[c].ravel()) for c in channels], - axis=1, - ) + if render_params.multichannel_strategy == "stack": + if isinstance(render_params.cmap_params, list): + cmap_is_default = render_params.cmap_params[0].cmap_is_default + else: + cmap_is_default = render_params.cmap_params.cmap_is_default + + if cmap_is_default: + seed_colors = _get_colors_for_categorical_obs(list(range(n_channels))) + else: + # Sample n_channels colors evenly from the colormap + if isinstance(render_params.cmap_params, list): + seed_colors = [ + render_params.cmap_params[i].cmap(i / (n_channels - 1)) for i in range(n_channels) + ] + else: + seed_colors = [ + render_params.cmap_params.cmap(i / (n_channels - 1)) for i in range(n_channels) + ] + channel_cmaps = [_get_linear_colormap([c], "k")[0] for c in seed_colors] + + # Stack (n_channels, height, width) → (height*width, n_channels) + H, W = next(iter(layers.values())).shape + comp_rgb = np.zeros((H, W, 3), dtype=float) + + # For each channel: map to RGBA, apply constant alpha, then add + for idx, ch in enumerate(channels): + layer_arr = layers[ch] + rgba = channel_cmaps[idx](layer_arr) + rgba[..., 3] = render_params.alpha + comp_rgb += rgba[..., :3] * rgba[..., 3][..., None] + + colored = np.clip(comp_rgb, 0, 1) + logger.info( + f"Your image has {n_channels} channels. Sampling categorical colors and using " + f"multichannel strategy '{render_params.multichannel_strategy}' to render." + ) + + elif render_params.multichannel_strategy == "pca": + from sklearn.decomposition import PCA + + # Stack (n_channels, height, width) → (height*width, n_channels) + H, W = next(iter(layers.values())).shape + pixel_matrix = np.stack( + [ + ( + next(iter(layers.values())).data.ravel() + if hasattr(next(iter(layers.values())), "data") + else next(iter(layers.values())).ravel() + ) + for c in channels + ], + axis=1, + ) + + # Calculate pixel sums and create mask for background + pixel_sums = np.sum(pixel_matrix, axis=1) + mask = pixel_sums > render_params.bg_threshold + + # Only use non-background pixels for PCA + pca_rgb = np.zeros((H * W, 3)) + if np.any(mask): + # Apply PCA only to non-background pixels + pca_result = PCA(n_components=3).fit_transform(pixel_matrix[mask]) + + # Take absolute values to ensure positive values + pca_result = np.abs(pca_result) + + # Normalize each channel independently to [0,1] + for i in range(3): + channel_min = pca_result[:, i].min() + channel_max = pca_result[:, i].max() + if channel_max > channel_min: + pca_result[:, i] = (pca_result[:, i] - channel_min) / (channel_max - channel_min) + + pca_rgb[mask] = pca_result + # Ensure background pixels stay at zero + pca_rgb[~mask] = 0 + else: + logger.warning("All pixels are below background threshold.") + + colored = pca_rgb.reshape(H, W, 3) + + logger.info( + f"Your image has {n_channels} channels. Using multichannel strategy " + f"'{render_params.multichannel_strategy}' to project to RGB." + ) - # Calculate pixel sums and create mask for background - pixel_sums = np.sum(pixel_matrix, axis=1) - mask = pixel_sums > bg_threshold + _ax_show_and_transform( + colored, + trans_data, + ax, + render_params.alpha, + zorder=render_params.zorder, + ) - # Only use non-background pixels for PCA - pca_rgb = np.zeros((h * w, 3)) - if np.any(mask): - pca_rgb[mask] = PCA(n_components=3).fit_transform(pixel_matrix[mask]) + # 2C) Image has n channels and palette info + # immitating Napari's multi-channel additive blending (SRC_ALPHA, ONE): + elif palette is not None and not got_multiple_cmaps: + channel_cmaps = [_get_linear_colormap([c], "k")[0] for c in palette] - # Rescale only non-background pixels to [0, 1] range - pca_rgb[mask] -= pca_rgb[mask].min(axis=0) - pca_rgb[mask] /= np.clip(pca_rgb[mask].max(axis=0), a_min=1e-6, a_max=None) - else: - logger.warning("All pixels are below background threshold. Using zeros for PCA visualization.") + sample = next(iter(layers.values())) + H, W = sample.shape + comp_rgb = np.zeros((H, W, 3), dtype=float) - colored = pca_rgb.reshape(h, w, 3) + # for each channel: map to RGBA, apply constant alpha, then add + for idx, ch in enumerate(channels): + layer_arr = layers[ch] + rgba = channel_cmaps[idx](layer_arr) + rgba[..., 3] = render_params.alpha + comp_rgb += rgba[..., :3] * rgba[..., 3][..., None] - logger.info(f"Visualizing {n_channels} channels using PCA → RGB projection") + colored = np.clip(comp_rgb, 0, 1) _ax_show_and_transform( colored, @@ -946,6 +1031,7 @@ def _render_images( zorder=render_params.zorder, ) + # 2D) Image has n channels, no palette but cmap info elif palette is None and got_multiple_cmaps: channel_cmaps = [cp.cmap for cp in render_params.cmap_params] # type: ignore[union-attr] colored = ( diff --git a/src/spatialdata_plot/pl/render_params.py b/src/spatialdata_plot/pl/render_params.py index 45cae9f1..d69249e9 100644 --- a/src/spatialdata_plot/pl/render_params.py +++ b/src/spatialdata_plot/pl/render_params.py @@ -125,6 +125,7 @@ class ImageRenderParams: percentiles_for_norm: tuple[float | None, float | None] = (None, None) scale: str | None = None zorder: int = 0 + multichannel_strategy: str = "pca" bg_threshold: float = 1e-4 diff --git a/src/spatialdata_plot/pl/utils.py b/src/spatialdata_plot/pl/utils.py index a8d70c72..4549e6fa 100644 --- a/src/spatialdata_plot/pl/utils.py +++ b/src/spatialdata_plot/pl/utils.py @@ -1777,6 +1777,15 @@ def _ensure_table_and_layer_exist_in_sdata( if method == "datashader" and ds_reduction is None: param_dict["ds_reduction"] = "sum" + if param_dict.get("multichannel_strategy") not in ["pca", "stack"]: + raise ValueError("Parameter 'multicmultichannel_strategyhannel' must be one of the following: 'pca', 'stack'.") + + if param_dict.get("bg_threshold") is not None: + if not isinstance(param_dict["bg_threshold"], float | int): + raise TypeError("Parameter 'bg_threshold' must be a number.") + if param_dict["bg_threshold"] < 0: + raise ValueError("Parameter 'bg_threshold' must be a positive number.") + return param_dict @@ -2023,6 +2032,7 @@ def _validate_image_render_params( cmap: list[Colormap | str] | Colormap | str | None, norm: Normalize | None, scale: str | None, + multichannel_strategy: str = "pca", bg_threshold: float = 1e-4, ) -> dict[str, dict[str, Any]]: param_dict: dict[str, Any] = { @@ -2035,35 +2045,81 @@ def _validate_image_render_params( "cmap": cmap, "norm": norm, "scale": scale, + "multichannel_strategy": multichannel_strategy, "bg_threshold": bg_threshold, } param_dict = _type_check_params(param_dict, "images") - element_params: dict[str, dict[str, Any]] = {} for el in param_dict["element"]: element_params[el] = {} spatial_element = param_dict["sdata"][el] + # robustly get channel names from image or multiscale image spatial_element_ch = ( spatial_element.c if isinstance(spatial_element, DataArray) else spatial_element["scale0"].c ) - if (channel := param_dict["channel"]) is not None and ( - (isinstance(channel[0], int) and max([abs(ch) for ch in channel]) <= len(spatial_element_ch)) - or all(ch in spatial_element_ch for ch in channel) - ): - element_params[el]["channel"] = channel + + channel = param_dict["channel"] + if channel is not None: + # Normalize channel to always be a list of str or a list of int + if isinstance(channel, str): + channel = [channel] + + if isinstance(channel, int): + channel = [channel] + + # If channel is a list, ensure all elements are the same type + if not (isinstance(channel, list) and channel and all(isinstance(c, type(channel[0])) for c in channel)): + raise TypeError("Each item in 'channel' list must be of the same type, either string or integer.") + # At this point, channel is either list[str] or list[int] + + channels_are_strings = isinstance(channel[0], str) + channels_are_ints = isinstance(channel[0], int) + + # Validate string channels + if channels_are_strings: + invalid = [c for c in channel if c not in spatial_element_ch] + if invalid: + raise ValueError( + f"Invalid channel(s): {', '.join(str(c) for c in invalid)}. " + f"Valid choices are: {spatial_element_ch}" + ) + element_params[el]["channel"] = channel + # Validate integer channels + elif channels_are_ints: + valid_indices = list(range(len(spatial_element_ch))) + invalid = [c for c in channel if c not in valid_indices] + if invalid: + raise ValueError( + f"Invalid channel(s): {', '.join(str(c) for c in invalid)}. Valid choices are: {valid_indices}" + ) + element_params[el]["channel"] = channel + else: + raise TypeError("Channel must be a string or integer.") else: element_params[el]["channel"] = None element_params[el]["alpha"] = param_dict["alpha"] - if isinstance(palette := param_dict["palette"], list): + palette = param_dict["palette"] + assert isinstance(palette, list | type(None)) # if present, was converted to list, just to make sure + + if isinstance(palette, list): + # case A: single palette for all channels if len(palette) == 1: palette_length = len(channel) if channel is not None else len(spatial_element_ch) palette = palette * palette_length - if (channel is not None and len(palette) != len(channel)) and len(palette) != len(spatial_element_ch): - palette = None + + # case B: one palette per channel (either given or derived from channel length) + channels_to_use = spatial_element_ch if element_params[el]["channel"] is None else channel + if channels_to_use is not None and len(palette) != len(channels_to_use): + raise ValueError( + f"Palette length ({len(palette)}) does not match channel length " + f"({', '.join(str(c) for c in channels_to_use)})." + ) + element_params[el]["palette"] = palette + element_params[el]["na_color"] = param_dict["na_color"] if (cmap := param_dict["cmap"]) is not None: @@ -2082,6 +2138,9 @@ def _validate_image_render_params( else: element_params[el]["scale"] = scale + element_params[el]["multichannel_strategy"] = param_dict["multichannel_strategy"] + element_params[el]["bg_threshold"] = param_dict["bg_threshold"] + return element_params diff --git a/tests/conftest.py b/tests/conftest.py index 1c085297..9e55673a 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -104,6 +104,31 @@ def test_sdata_multiple_images(): return sdata +def make_multichannel_blobs(n=512, nch=6, sigma=0.1, radius=0.6, random_state=0): + x = np.linspace(-1, 1, n) + X, Y = np.meshgrid(x, x) + + angles = np.linspace(0, 2 * np.pi, nch, endpoint=False) + centers = [(radius * np.cos(a), radius * np.sin(a)) for a in angles] + + chans = [] + for cx, cy in centers: + g = np.exp(-((X - cx) ** 2 + (Y - cy) ** 2) / (2 * sigma**2)) + chans.append(g) + return np.stack(chans, axis=-1).transpose(2, 1, 0) + + +@pytest.fixture +def test_sdata_multichannel() -> SpatialData: + """Creates a SpatialData object with 5 channels arranged in a circle. + + Each channel is a Gaussian blob positioned at evenly spaced angles around a circle. + The blobs have a radius of 0.4 and sigma of 0.2. + """ + data = make_multichannel_blobs(n=256, nch=5, sigma=0.2, radius=0.4) + return sd.SpatialData(images={"multichannel_image": Image2DModel.parse(data)}) + + @pytest.fixture def test_sdata_multiple_images_with_table(): """Creates an sdata object with multiple images.""" diff --git a/tests/pl/test_render_images.py b/tests/pl/test_render_images.py index 5484ac4e..8cf45403 100644 --- a/tests/pl/test_render_images.py +++ b/tests/pl/test_render_images.py @@ -1,6 +1,7 @@ import dask.array as da import matplotlib import numpy as np +import pytest import scanpy as sc from matplotlib.colors import Normalize from spatial_image import to_spatial_image @@ -132,3 +133,78 @@ def test_plot_can_stick_to_zorder(self, sdata_blobs: SpatialData): def test_plot_can_render_multiscale_image_with_custom_cmap(self, sdata_blobs: SpatialData): sdata_blobs.pl.render_images("blobs_multiscale_image", channel=0, scale="scale2", cmap="Greys").pl.show() + + def test_plot_fail_when_len_palette_is_not_equal_to_len_img_channels(self, sdata_blobs: SpatialData): + with pytest.raises(ValueError, match="Palette length"): + sdata_blobs.pl.render_images(element="blobs_image", palette=["red", "green"]).pl.show() + + def test_plot_fail_when_len_palette_is_not_equal_to_len_user_channels(self, sdata_blobs: SpatialData): + with pytest.raises(ValueError, match="Palette length"): + sdata_blobs.pl.render_images(element="blobs_image", channel=[0, 1, 2], palette=["red", "green"]).pl.show() + + def test_plot_can_handle_one_palette_per_img_channel(self, sdata_blobs: SpatialData): + sdata_blobs.pl.render_images(element="blobs_image", palette=["red", "green", "blue"]).pl.show() + + def test_plot_can_handle_one_palette_per_user_channel(self, sdata_blobs: SpatialData): + sdata_blobs.pl.render_images( + element="blobs_image", channel=[0, 1, 2], palette=["red", "green", "blue"] + ).pl.show() + + def test_plot_can_handle_mixed_channel_order(self, sdata_blobs: SpatialData): + """Test that channels can be specified in any order and are correctly matched with their palette colors""" + sdata_blobs.pl.render_images( + element="blobs_image", channel=[2, 0, 1], palette=["blue", "red", "green"] + ).pl.show() + + def test_plot_can_handle_single_channel_default_color(self, sdata_blobs: SpatialData): + """Test that a single channel without palette uses default color mapping""" + sdata_blobs.pl.render_images(element="blobs_image", channel=0).pl.show() + + def test_plot_can_handle_single_channel_with_cmap(self, sdata_blobs: SpatialData): + """Test that a single channel can use a cmap instead of a palette color""" + sdata_blobs.pl.render_images(element="blobs_image", channel=0, cmap="viridis").pl.show() + + def test_plot_can_handle_mixed_color_types(self, sdata_blobs: SpatialData): + """Test that different channels can use different color types (palette colors and cmaps)""" + sdata_blobs.pl.render_images( + element="blobs_image", channel=[0, 1, 2], cmap=["viridis", None, "Reds"], palette=[None, "green", None] + ).pl.show() + + def test_plot_can_handle_one_channel(self, sdata_blobs: SpatialData): + sdata_blobs.pl.render_images(element="blobs_image", channel=[0]).pl.show() + + def test_plot_can_handle_subset_of_channels(self, sdata_blobs: SpatialData): + """Test case 2A: 3 channels with default RGB mapping""" + sdata_blobs.pl.render_images(element="blobs_image", channel=[0, 1, 2]).pl.show() + + def test_plot_can_handle_actual_number_of_channels(self, sdata_blobs: SpatialData): + """Test case 2A: 3 channels with default RGB mapping""" + sdata_blobs.pl.render_images(element="blobs_image", channel=[0, 1, 2]).pl.show() + + def test_plot_can_handle_scrambled_channels(self, sdata_blobs: SpatialData): + sdata_blobs.pl.render_images(element="blobs_image", channel=[0, 2, 1]).pl.show() + + def test_plot_can_handle_three_channels_single_cmap(self, sdata_blobs: SpatialData): + sdata_blobs.pl.render_images(element="blobs_image", channel=[0, 1, 2], cmap="viridis").pl.show() + + def test_plot_can_handle_multiple_channels_stack_strategy(self, sdata_multichannel: SpatialData): + sdata_multichannel.pl.render_images(element="multichannel_image", multichannel_strategy="stack").pl.show() + + def test_plot_can_handle_multiple_channels_pca_strategy(self, sdata_multichannel: SpatialData): + sdata_multichannel.pl.render_images(element="multichannel_image", multichannel_strategy="pca").pl.show() + + def test_plot_can_handle_multiple_cmaps(self, sdata_blobs: SpatialData): + """Test case 2D: Multiple channels with multiple cmaps""" + sdata_blobs.pl.render_images( + element="blobs_image", channel=[0, 1, 2], cmap=["viridis", "Reds", "Blues"] + ).pl.show() + + def test_plot_fails_with_palette_and_multiple_cmaps(self, sdata_blobs: SpatialData): + """Test error case: Cannot provide both palette and multiple cmaps""" + with pytest.raises(ValueError, match="If 'palette' is provided"): + sdata_blobs.pl.render_images( + element="blobs_image", + channel=[0, 1, 2], + palette=["red", "green", "blue"], + cmap=["viridis", "Reds", "Blues"], + ).pl.show() From c07baf5f893c51439aec65278dc1ee92aa38e0a7 Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Sun, 11 May 2025 19:07:57 +0100 Subject: [PATCH 10/30] fixed typecheck --- src/spatialdata_plot/pl/utils.py | 17 +++++++++-------- 1 file changed, 9 insertions(+), 8 deletions(-) diff --git a/src/spatialdata_plot/pl/utils.py b/src/spatialdata_plot/pl/utils.py index 4549e6fa..0cd4d8f5 100644 --- a/src/spatialdata_plot/pl/utils.py +++ b/src/spatialdata_plot/pl/utils.py @@ -1777,14 +1777,15 @@ def _ensure_table_and_layer_exist_in_sdata( if method == "datashader" and ds_reduction is None: param_dict["ds_reduction"] = "sum" - if param_dict.get("multichannel_strategy") not in ["pca", "stack"]: - raise ValueError("Parameter 'multicmultichannel_strategyhannel' must be one of the following: 'pca', 'stack'.") - - if param_dict.get("bg_threshold") is not None: - if not isinstance(param_dict["bg_threshold"], float | int): - raise TypeError("Parameter 'bg_threshold' must be a number.") - if param_dict["bg_threshold"] < 0: - raise ValueError("Parameter 'bg_threshold' must be a positive number.") + if element_type == "images": + if param_dict.get("multichannel_strategy") not in ["pca", "stack"]: + raise ValueError("Parameter 'multichannel_strategy' must be one of the following: 'pca', 'stack'.") + + if param_dict.get("bg_threshold") is not None: + if not isinstance(param_dict["bg_threshold"], float | int): + raise TypeError("Parameter 'bg_threshold' must be a number.") + if param_dict["bg_threshold"] < 0: + raise ValueError("Parameter 'bg_threshold' must be a positive number.") return param_dict From a5fd4989d2896d57a298cbefafab1d56e85930c1 Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Sun, 11 May 2025 19:25:39 +0100 Subject: [PATCH 11/30] updated tests --- ...s_can_handle_actual_number_of_channels.png | Bin 0 -> 94388 bytes ...can_handle_one_palette_per_img_channel.png | Bin 0 -> 87519 bytes ...an_handle_one_palette_per_user_channel.png | Bin 0 -> 87519 bytes .../Images_can_handle_scrambled_channels.png | Bin 0 -> 94299 bytes ...an_handle_single_channel_default_color.png | Bin 0 -> 71453 bytes ..._can_handle_three_channels_single_cmap.png | Bin 0 -> 74190 bytes ...can_render_a_single_channel_from_image.png | Bin 69034 -> 71453 bytes tests/pl/test_render_images.py | 31 +++++++----------- 8 files changed, 11 insertions(+), 20 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).pl.show() - def test_plot_can_render_a_single_channel_from_image(self, sdata_blobs: SpatialData): - sdata_blobs.pl.render_images(element="blobs_image", channel=0).pl.show() - def test_plot_can_render_a_single_channel_from_multiscale_image(self, sdata_blobs: SpatialData): sdata_blobs.pl.render_images(element="blobs_multiscale_image", channel=0).pl.show() @@ -85,11 +82,6 @@ def test_plot_can_pass_color_to_single_channel(self, sdata_blobs: SpatialData): def test_plot_can_pass_cmap_to_single_channel(self, sdata_blobs: SpatialData): sdata_blobs.pl.render_images(element="blobs_image", channel=1, cmap="Reds").pl.show() - def test_plot_can_pass_color_to_each_channel(self, sdata_blobs: SpatialData): - sdata_blobs.pl.render_images( - element="blobs_image", channel=[0, 1, 2], palette=["red", "green", "blue"] - ).pl.show() - def test_plot_can_pass_cmap_to_each_channel(self, sdata_blobs: SpatialData): sdata_blobs.pl.render_images( element="blobs_image", channel=[0, 1, 2], cmap=["Reds", "Greens", "Blues"] @@ -162,7 +154,7 @@ def test_plot_can_handle_single_channel_default_color(self, sdata_blobs: Spatial def test_plot_can_handle_single_channel_with_cmap(self, sdata_blobs: SpatialData): """Test that a single channel can use a cmap instead of a palette color""" - sdata_blobs.pl.render_images(element="blobs_image", channel=0, cmap="viridis").pl.show() + sdata_blobs.pl.render_images(element="blobs_image", channel=0, cmap="Reds").pl.show() def test_plot_can_handle_mixed_color_types(self, sdata_blobs: SpatialData): """Test that different channels can use different color types (palette colors and cmaps)""" @@ -175,7 +167,7 @@ def test_plot_can_handle_one_channel(self, sdata_blobs: SpatialData): def test_plot_can_handle_subset_of_channels(self, sdata_blobs: SpatialData): """Test case 2A: 3 channels with default RGB mapping""" - sdata_blobs.pl.render_images(element="blobs_image", channel=[0, 1, 2]).pl.show() + sdata_blobs.pl.render_images(element="blobs_image", channel=[0, 2]).pl.show() def test_plot_can_handle_actual_number_of_channels(self, sdata_blobs: SpatialData): """Test case 2A: 3 channels with default RGB mapping""" @@ -194,17 +186,16 @@ def test_plot_can_handle_multiple_channels_pca_strategy(self, sdata_multichannel sdata_multichannel.pl.render_images(element="multichannel_image", multichannel_strategy="pca").pl.show() def test_plot_can_handle_multiple_cmaps(self, sdata_blobs: SpatialData): - """Test case 2D: Multiple channels with multiple cmaps""" sdata_blobs.pl.render_images( element="blobs_image", channel=[0, 1, 2], cmap=["viridis", "Reds", "Blues"] ).pl.show() - def test_plot_fails_with_palette_and_multiple_cmaps(self, sdata_blobs: SpatialData): - """Test error case: Cannot provide both palette and multiple cmaps""" - with pytest.raises(ValueError, match="If 'palette' is provided"): - sdata_blobs.pl.render_images( - element="blobs_image", - channel=[0, 1, 2], - palette=["red", "green", "blue"], - cmap=["viridis", "Reds", "Blues"], - ).pl.show() +def test_fails_with_palette_and_multiple_cmaps(self, sdata_blobs: SpatialData): + """Test error case: Cannot provide both palette and multiple cmaps""" + with pytest.raises(ValueError, match="If 'palette' is provided"): + sdata_blobs.pl.render_images( + element="blobs_image", + channel=[0, 1, 2], + palette=["red", "green", "blue"], + cmap=["viridis", "Reds", "Blues"], + ).pl.show() From 59f9d992febbe03965d73a4f2bbadf436643cf04 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Sun, 11 May 2025 18:25:58 +0000 Subject: [PATCH 12/30] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- tests/pl/test_render_images.py | 1 + 1 file changed, 1 insertion(+) diff --git a/tests/pl/test_render_images.py b/tests/pl/test_render_images.py index d7c9f17e..efa13667 100644 --- a/tests/pl/test_render_images.py +++ b/tests/pl/test_render_images.py @@ -190,6 +190,7 @@ def test_plot_can_handle_multiple_cmaps(self, sdata_blobs: SpatialData): element="blobs_image", channel=[0, 1, 2], cmap=["viridis", "Reds", "Blues"] ).pl.show() + def test_fails_with_palette_and_multiple_cmaps(self, sdata_blobs: SpatialData): """Test error case: Cannot provide both palette and multiple cmaps""" with pytest.raises(ValueError, match="If 'palette' is provided"): From 9383c623525cfec03315857a941bfd32521480cd Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Sun, 11 May 2025 19:38:05 +0100 Subject: [PATCH 13/30] updated tests --- .../Images_can_handle_multiple_cmaps.png | Bin 0 -> 78856 bytes ...render_a_single_channel_str_from_image.png | Bin 69034 -> 71453 bytes ...ngle_channel_str_from_multiscale_image.png | Bin 69034 -> 71453 bytes tests/pl/test_render_images.py | 33 +++++++++++++----- 4 files changed, 25 insertions(+), 8 deletions(-) create mode 100644 tests/_images/Images_can_handle_multiple_cmaps.png diff --git a/tests/_images/Images_can_handle_multiple_cmaps.png 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zI$wRyIW_W`>?d)`cy(7bmZMXAoAFnptXuA$r_XaPu0nK`u5mcVE55${p}rv%5#Cuv@5T_z5um;U$5W4@AGF+ z&(aFm`dE4W^+itgIS#$#4i>1iIOI|L@)Vz5mwD=d=G)un;D<`>&USbVY7SiQXaJS0nE9r3p|AlE{t3!0GEV- nY6rD#(ZF;EW|?igyXn7t`kbT1&#r29F#v(5tDnm{r-UW|O#jO( diff --git a/tests/pl/test_render_images.py b/tests/pl/test_render_images.py index d7c9f17e..f48a713f 100644 --- a/tests/pl/test_render_images.py +++ b/tests/pl/test_render_images.py @@ -126,14 +126,6 @@ def test_plot_can_stick_to_zorder(self, sdata_blobs: SpatialData): def test_plot_can_render_multiscale_image_with_custom_cmap(self, sdata_blobs: SpatialData): sdata_blobs.pl.render_images("blobs_multiscale_image", channel=0, scale="scale2", cmap="Greys").pl.show() - def test_plot_fail_when_len_palette_is_not_equal_to_len_img_channels(self, sdata_blobs: SpatialData): - with pytest.raises(ValueError, match="Palette length"): - sdata_blobs.pl.render_images(element="blobs_image", palette=["red", "green"]).pl.show() - - def test_plot_fail_when_len_palette_is_not_equal_to_len_user_channels(self, sdata_blobs: SpatialData): - with pytest.raises(ValueError, match="Palette length"): - sdata_blobs.pl.render_images(element="blobs_image", channel=[0, 1, 2], palette=["red", "green"]).pl.show() - def test_plot_can_handle_one_palette_per_img_channel(self, sdata_blobs: SpatialData): sdata_blobs.pl.render_images(element="blobs_image", palette=["red", "green", "blue"]).pl.show() @@ -199,3 +191,28 @@ def test_fails_with_palette_and_multiple_cmaps(self, sdata_blobs: SpatialData): palette=["red", "green", "blue"], cmap=["viridis", "Reds", "Blues"], ).pl.show() + + +def test_fail_when_len_palette_is_not_equal_to_len_img_channels(sdata_blobs: SpatialData): + with pytest.raises(ValueError, match="Palette length"): + sdata_blobs.pl.render_images(element="blobs_image", palette=["red", "green"]).pl.show() + +def test_fail_when_len_palette_is_not_equal_to_len_user_channels(sdata_blobs: SpatialData): + with pytest.raises(ValueError, match="Palette length"): + sdata_blobs.pl.render_images(element="blobs_image", channel=[0, 1, 2], palette=["red", "green"]).pl.show() + +def test_fail_when_len_cmap_not_equal_len_img_channels(sdata_blobs): + with pytest.raises(ValueError, match="Cmap length"): + sdata_blobs.pl.render_images(element="blobs_image", cmap=["Reds", "Blues"]).pl.show() + +def test_fail_when_len_cmap_not_equal_len_user_channels(sdata_blobs): + with pytest.raises(ValueError, match="Cmap length"): + sdata_blobs.pl.render_images(element="blobs_image", channel=[0,1,2], cmap=["viridis", "Reds"]).pl.show() + +def test_fail_invalid_multichannel_strategy(sdata_multichannel): + with pytest.raises(ValueError, match="Invalid multichannel_strategy"): + sdata_multichannel.pl.render_images(element="multichannel_image", multichannel_strategy="foo").pl.show() + +def test_fail_channel_index_out_of_range(sdata_blobs): + with pytest.raises(IndexError, match="channel index"): + sdata_blobs.pl.render_images(element="blobs_image", channel=10).pl.show() From 65e03d76a9b1267c2f74e1b16ed30680faceaaa2 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Sun, 11 May 2025 18:39:12 +0000 Subject: [PATCH 14/30] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- tests/pl/test_render_images.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/tests/pl/test_render_images.py b/tests/pl/test_render_images.py index 4bd2210c..13c5d166 100644 --- a/tests/pl/test_render_images.py +++ b/tests/pl/test_render_images.py @@ -198,22 +198,27 @@ def test_fail_when_len_palette_is_not_equal_to_len_img_channels(sdata_blobs: Spa with pytest.raises(ValueError, match="Palette length"): sdata_blobs.pl.render_images(element="blobs_image", palette=["red", "green"]).pl.show() + def test_fail_when_len_palette_is_not_equal_to_len_user_channels(sdata_blobs: SpatialData): with pytest.raises(ValueError, match="Palette length"): sdata_blobs.pl.render_images(element="blobs_image", channel=[0, 1, 2], palette=["red", "green"]).pl.show() + def test_fail_when_len_cmap_not_equal_len_img_channels(sdata_blobs): with pytest.raises(ValueError, match="Cmap length"): sdata_blobs.pl.render_images(element="blobs_image", cmap=["Reds", "Blues"]).pl.show() + def test_fail_when_len_cmap_not_equal_len_user_channels(sdata_blobs): with pytest.raises(ValueError, match="Cmap length"): - sdata_blobs.pl.render_images(element="blobs_image", channel=[0,1,2], cmap=["viridis", "Reds"]).pl.show() + sdata_blobs.pl.render_images(element="blobs_image", channel=[0, 1, 2], cmap=["viridis", "Reds"]).pl.show() + def test_fail_invalid_multichannel_strategy(sdata_multichannel): with pytest.raises(ValueError, match="Invalid multichannel_strategy"): sdata_multichannel.pl.render_images(element="multichannel_image", multichannel_strategy="foo").pl.show() + def test_fail_channel_index_out_of_range(sdata_blobs): with pytest.raises(IndexError, match="channel index"): sdata_blobs.pl.render_images(element="blobs_image", channel=10).pl.show() From 1d8b9e601c28de55f0ab4d96adeb93ecd4057744 Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Sun, 11 May 2025 19:48:37 +0100 Subject: [PATCH 15/30] more test fixed --- .../Images_can_handle_mixed_channel_order.png | Bin 0 -> 87756 bytes ...ages_can_handle_single_channel_with_cmap.png | Bin 0 -> 71907 bytes tests/pl/test_render_images.py | 14 +++----------- 3 files changed, 3 insertions(+), 11 deletions(-) create mode 100644 tests/_images/Images_can_handle_mixed_channel_order.png create mode 100644 tests/_images/Images_can_handle_single_channel_with_cmap.png diff --git a/tests/_images/Images_can_handle_mixed_channel_order.png b/tests/_images/Images_can_handle_mixed_channel_order.png new file mode 100644 index 0000000000000000000000000000000000000000..cbc51d6c9102add412dd44f318be1620596f70c2 GIT binary patch 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Mf~j8ddB;cp0l)xc!2kdN literal 0 HcmV?d00001 diff --git a/tests/pl/test_render_images.py b/tests/pl/test_render_images.py index 4bd2210c..5685716f 100644 --- a/tests/pl/test_render_images.py +++ b/tests/pl/test_render_images.py @@ -148,21 +148,13 @@ def test_plot_can_handle_single_channel_with_cmap(self, sdata_blobs: SpatialData """Test that a single channel can use a cmap instead of a palette color""" sdata_blobs.pl.render_images(element="blobs_image", channel=0, cmap="Reds").pl.show() - def test_plot_can_handle_mixed_color_types(self, sdata_blobs: SpatialData): - """Test that different channels can use different color types (palette colors and cmaps)""" - sdata_blobs.pl.render_images( - element="blobs_image", channel=[0, 1, 2], cmap=["viridis", None, "Reds"], palette=[None, "green", None] - ).pl.show() - def test_plot_can_handle_one_channel(self, sdata_blobs: SpatialData): sdata_blobs.pl.render_images(element="blobs_image", channel=[0]).pl.show() def test_plot_can_handle_subset_of_channels(self, sdata_blobs: SpatialData): - """Test case 2A: 3 channels with default RGB mapping""" sdata_blobs.pl.render_images(element="blobs_image", channel=[0, 2]).pl.show() def test_plot_can_handle_actual_number_of_channels(self, sdata_blobs: SpatialData): - """Test case 2A: 3 channels with default RGB mapping""" sdata_blobs.pl.render_images(element="blobs_image", channel=[0, 1, 2]).pl.show() def test_plot_can_handle_scrambled_channels(self, sdata_blobs: SpatialData): @@ -207,13 +199,13 @@ def test_fail_when_len_cmap_not_equal_len_img_channels(sdata_blobs): sdata_blobs.pl.render_images(element="blobs_image", cmap=["Reds", "Blues"]).pl.show() def test_fail_when_len_cmap_not_equal_len_user_channels(sdata_blobs): - with pytest.raises(ValueError, match="Cmap length"): - sdata_blobs.pl.render_images(element="blobs_image", channel=[0,1,2], cmap=["viridis", "Reds"]).pl.show() + with pytest.raises(ValueError, match="If 'cmap' is provided, its length must match the number of channels."): + sdata_blobs.pl.render_images(element="blobs_image", channel=[0, 1, 2], cmap=["viridis", "Reds"]).pl.show() def test_fail_invalid_multichannel_strategy(sdata_multichannel): with pytest.raises(ValueError, match="Invalid multichannel_strategy"): sdata_multichannel.pl.render_images(element="multichannel_image", multichannel_strategy="foo").pl.show() def test_fail_channel_index_out_of_range(sdata_blobs): - with pytest.raises(IndexError, match="channel index"): + with pytest.raises(IndexError, match="Invalid channel(s):"): sdata_blobs.pl.render_images(element="blobs_image", channel=10).pl.show() From 854457945988ce5c462d1f92cfd507188907eeee Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Sun, 11 May 2025 18:49:57 +0000 Subject: [PATCH 16/30] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- tests/pl/test_render_images.py | 1 + 1 file changed, 1 insertion(+) diff --git a/tests/pl/test_render_images.py b/tests/pl/test_render_images.py index 67fc8468..246b50ae 100644 --- a/tests/pl/test_render_images.py +++ b/tests/pl/test_render_images.py @@ -205,6 +205,7 @@ def test_fail_when_len_cmap_not_equal_len_user_channels(sdata_blobs): with pytest.raises(ValueError, match="If 'cmap' is provided, its length must match the number of channels."): sdata_blobs.pl.render_images(element="blobs_image", channel=[0, 1, 2], cmap=["viridis", "Reds"]).pl.show() + def test_fail_invalid_multichannel_strategy(sdata_multichannel): with pytest.raises(ValueError, match="Invalid multichannel_strategy"): sdata_multichannel.pl.render_images(element="multichannel_image", multichannel_strategy="foo").pl.show() From 2db28dce3f241a2bca68c1af8c025acb537f00a0 Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Sun, 11 May 2025 20:05:27 +0100 Subject: [PATCH 17/30] more fixes --- tests/_images/Images_can_handle_one_channel.png | Bin 0 -> 71453 bytes 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Each channel is a Gaussian blob positioned at evenly spaced angles around a circle. diff --git a/tests/pl/test_render_images.py b/tests/pl/test_render_images.py index 246b50ae..b7664977 100644 --- a/tests/pl/test_render_images.py +++ b/tests/pl/test_render_images.py @@ -197,7 +197,7 @@ def test_fail_when_len_palette_is_not_equal_to_len_user_channels(sdata_blobs: Sp def test_fail_when_len_cmap_not_equal_len_img_channels(sdata_blobs): - with pytest.raises(ValueError, match="Cmap length"): + with pytest.raises(ValueError, match="If 'cmap' is provided, its length must match the number of channels."): sdata_blobs.pl.render_images(element="blobs_image", cmap=["Reds", "Blues"]).pl.show() @@ -212,5 +212,5 @@ def test_fail_invalid_multichannel_strategy(sdata_multichannel): def test_fail_channel_index_out_of_range(sdata_blobs): - with pytest.raises(IndexError, match="Invalid channel(s):"): + with pytest.raises(ValueError, match="Invalid channel(s):"): sdata_blobs.pl.render_images(element="blobs_image", channel=10).pl.show() From 67751248752c2c9b0e3585e1cb0a5bd84d2bd9ea Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Sun, 11 May 2025 20:19:17 +0100 Subject: [PATCH 18/30] fixed bug --- src/spatialdata_plot/pl/render.py | 10 +++------- ..._of_img_is_correct_after_spatial_query.png | Bin 86088 -> 74626 bytes tests/pl/test_render_images.py | 4 ++-- 3 files changed, 5 insertions(+), 9 deletions(-) diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index 30e89e0e..e3e06371 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -895,7 +895,7 @@ def _render_images( seed_colors = ["#ff0000ff", "#00ff00ff"] channel_cmaps = [_get_linear_colormap([c], "k")[0] for c in seed_colors] colored = np.stack( - [channel_cmaps[ind](layers[ch]) for ind, ch in enumerate(channels)], + [channel_cmaps[ch_ind](layers[ch_ind]) for ch_ind, ch in enumerate(channels)], 0, ).sum(0) colored = colored[:, :, :3] @@ -954,12 +954,8 @@ def _render_images( H, W = next(iter(layers.values())).shape pixel_matrix = np.stack( [ - ( - next(iter(layers.values())).data.ravel() - if hasattr(next(iter(layers.values())), "data") - else next(iter(layers.values())).ravel() - ) - for c in channels + (layers[ch_idx].data.ravel() if hasattr(layers[ch_idx], "data") else layers[ch_idx].ravel()) + for ch_idx, _ in enumerate(channels) ], axis=1, ) diff --git a/tests/_images/Extent_extent_of_img_is_correct_after_spatial_query.png b/tests/_images/Extent_extent_of_img_is_correct_after_spatial_query.png index c22b9f2b17e633622d0ee7ea11aa3c25deee5e8c..16bedd33bf02aa17c4240a3159513837de18524c 100644 GIT binary patch literal 74626 zcma%?Wmr^Q^yp_8y1RuTL_oSlV(0-$X^?K|ZWtP*8$@a8?hqI{m5^=_P&%dK4)6cQ z*ZX0fGtXhzXRoza?R|bLN>y172a^&L007{~L#5vX0Kf#qhYcMSap$mky9aR*c9YR@ zQ+Kp<^E7d>04SNbIoUb7+1Z$aJuF;YZ5$nVIk>qvc-g?#Zf;Jl!knD;|MwRhjxJW5 zmMvo@`9HpBw+G14SdzbFTYdiM<-sAJr4fdH((XjOow%8umZm^p4bZ 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deletion(-) diff --git a/tests/pl/test_render_images.py b/tests/pl/test_render_images.py index b569a38c..f776a307 100644 --- a/tests/pl/test_render_images.py +++ b/tests/pl/test_render_images.py @@ -207,7 +207,9 @@ def test_fail_when_len_cmap_not_equal_len_user_channels(sdata_blobs): def test_fail_invalid_multichannel_strategy(sdata_multichannel): - with pytest.raises(ValueError, match="Parameter 'multichannel_strategy' must be one of the following: 'pca', 'stack'."): + with pytest.raises( + ValueError, match="Parameter 'multichannel_strategy' must be one of the following: 'pca', 'stack'." + ): sdata_multichannel.pl.render_images(element="multichannel_image", multichannel_strategy="foo").pl.show() From f73c8e2ac2e338a031ceedc7eea27455fc281323 Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Sun, 11 May 2025 20:31:04 +0100 Subject: [PATCH 20/30] bugfix --- src/spatialdata_plot/pl/render.py | 2 +- ...an_handle_multiple_channels_pca_strategy.png | Bin 0 -> 51825 bytes ..._handle_multiple_channels_stack_strategy.png | Bin 0 -> 48801 bytes .../Images_can_handle_subset_of_channels.png | Bin 0 -> 68937 bytes tests/pl/test_render_images.py | 5 ++--- 5 files changed, 3 insertions(+), 4 deletions(-) create mode 100644 tests/_images/Images_can_handle_multiple_channels_pca_strategy.png create mode 100644 tests/_images/Images_can_handle_multiple_channels_stack_strategy.png create mode 100644 tests/_images/Images_can_handle_subset_of_channels.png diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index e3e06371..9c253366 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -936,7 +936,7 @@ def _render_images( # For each channel: map to RGBA, apply constant alpha, then add for idx, ch in enumerate(channels): - layer_arr = layers[ch] + layer_arr = layers[idx] rgba = channel_cmaps[idx](layer_arr) rgba[..., 3] = render_params.alpha comp_rgb += rgba[..., :3] * rgba[..., 3][..., None] diff --git 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zwky4>uM%v?Im+{nTItEX0H#YYpBA%5GRl~4<9Ta)YfBmKQ=pEi9BU-z9uZDE8XDfL pSk^t!me>{c(>3F%LbCPH$2+&W^w#8_BUS{iBOj46don0z{sV`z@x=fD literal 0 HcmV?d00001 diff --git a/tests/pl/test_render_images.py b/tests/pl/test_render_images.py index b569a38c..3977202c 100644 --- a/tests/pl/test_render_images.py +++ b/tests/pl/test_render_images.py @@ -175,8 +175,7 @@ def test_plot_can_handle_multiple_cmaps(self, sdata_blobs: SpatialData): ).pl.show() -def test_fails_with_palette_and_multiple_cmaps(self, sdata_blobs: SpatialData): - """Test error case: Cannot provide both palette and multiple cmaps""" +def test_fails_with_palette_and_multiple_cmaps(sdata_blobs: SpatialData): with pytest.raises(ValueError, match="If 'palette' is provided"): sdata_blobs.pl.render_images( element="blobs_image", @@ -212,5 +211,5 @@ def test_fail_invalid_multichannel_strategy(sdata_multichannel): def test_fail_channel_index_out_of_range(sdata_blobs): - with pytest.raises(ValueError, match="Invalid channel(s): 10. Valid choices are: [0, 1, 2]"): + with pytest.raises(ValueError, match="Invalid channel"): sdata_blobs.pl.render_images(element="blobs_image", channel=10).pl.show() From 7712eb2466bc1a04a462ef56724bbf9c12a86c06 Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Sun, 11 May 2025 20:48:56 +0100 Subject: [PATCH 21/30] bugfix --- src/spatialdata_plot/pl/utils.py | 29 ++++++++--------------------- tests/pl/test_render_images.py | 2 +- 2 files changed, 9 insertions(+), 22 deletions(-) diff --git a/src/spatialdata_plot/pl/utils.py b/src/spatialdata_plot/pl/utils.py index 0cd4d8f5..d9b74ba1 100644 --- a/src/spatialdata_plot/pl/utils.py +++ b/src/spatialdata_plot/pl/utils.py @@ -2057,7 +2057,7 @@ def _validate_image_render_params( # robustly get channel names from image or multiscale image spatial_element_ch = ( - spatial_element.c if isinstance(spatial_element, DataArray) else spatial_element["scale0"].c + spatial_element.c.values if isinstance(spatial_element, DataArray) else spatial_element["scale0"].c.values ) channel = param_dict["channel"] @@ -2077,26 +2077,13 @@ def _validate_image_render_params( channels_are_strings = isinstance(channel[0], str) channels_are_ints = isinstance(channel[0], int) - # Validate string channels - if channels_are_strings: - invalid = [c for c in channel if c not in spatial_element_ch] - if invalid: - raise ValueError( - f"Invalid channel(s): {', '.join(str(c) for c in invalid)}. " - f"Valid choices are: {spatial_element_ch}" - ) - element_params[el]["channel"] = channel - # Validate integer channels - elif channels_are_ints: - valid_indices = list(range(len(spatial_element_ch))) - invalid = [c for c in channel if c not in valid_indices] - if invalid: - raise ValueError( - f"Invalid channel(s): {', '.join(str(c) for c in invalid)}. Valid choices are: {valid_indices}" - ) - element_params[el]["channel"] = channel - else: - raise TypeError("Channel must be a string or integer.") + print(channel, spatial_element_ch) + invalid = [c for c in channel if c not in spatial_element_ch] + if invalid: + raise ValueError( + f"Invalid channel(s): {', '.join(str(c) for c in invalid)}. Valid choices are: {spatial_element_ch}" + ) + element_params[el]["channel"] = channel else: element_params[el]["channel"] = None diff --git a/tests/pl/test_render_images.py b/tests/pl/test_render_images.py index b393a2e3..3e1c7d38 100644 --- a/tests/pl/test_render_images.py +++ b/tests/pl/test_render_images.py @@ -176,7 +176,7 @@ def test_plot_can_handle_multiple_cmaps(self, sdata_blobs: SpatialData): def test_fails_with_palette_and_multiple_cmaps(sdata_blobs: SpatialData): - with pytest.raises(ValueError, match="If 'palette' is provided"): + with pytest.raises(ValueError, match="Both `palette` and `cmap` are specified. Please specify only one of them."): sdata_blobs.pl.render_images( element="blobs_image", channel=[0, 1, 2], From 4af92f561308c92e2fb868956d465faa5e217b8a Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Sun, 11 May 2025 20:51:32 +0100 Subject: [PATCH 22/30] changed default from PCA to stack --- src/spatialdata_plot/pl/basic.py | 6 +++--- src/spatialdata_plot/pl/render.py | 1 + src/spatialdata_plot/pl/render_params.py | 2 +- 3 files changed, 5 insertions(+), 4 deletions(-) diff --git a/src/spatialdata_plot/pl/basic.py b/src/spatialdata_plot/pl/basic.py index f37803ab..dc13834f 100644 --- a/src/spatialdata_plot/pl/basic.py +++ b/src/spatialdata_plot/pl/basic.py @@ -468,7 +468,7 @@ def render_images( palette: list[str] | str | None = None, alpha: float | int = 1.0, scale: str | None = None, - multichannel_strategy: str = "pca", + multichannel_strategy: str = "stack", bg_threshold: float = 1e-4, **kwargs: Any, ) -> sd.SpatialData: @@ -512,10 +512,10 @@ def render_images( 3) "full": Renders the full image without rasterization. In the case of multiscale images, the highest resolution scale is selected. Note that this may result in long computing times for large images. - multichannel_strategy : str, default "pca" + multichannel_strategy : str, default "stack" Method for rendering images with more than 3 channels. - "pca": Uses PCA to reduce the number of channels to 3. "stack": Samples categorical colors and stacks the channels. + "pca": Uses PCA to reduce the number of channels to 3. bg_threshold : float, default 1e-4 Threshold below which values are considered background in the PCA dimred for images with 3+ channels. kwargs diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index 9c253366..01001863 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -846,6 +846,7 @@ def _render_images( else: layers = {} for ch_idx, ch in enumerate(channels): + print(channels, ch) layers[ch_idx] = img.sel(c=ch).copy(deep=True).squeeze() if isinstance(render_params.cmap_params, list): ch_norm = render_params.cmap_params[ch_idx].norm diff --git a/src/spatialdata_plot/pl/render_params.py b/src/spatialdata_plot/pl/render_params.py index d69249e9..24bc967a 100644 --- a/src/spatialdata_plot/pl/render_params.py +++ b/src/spatialdata_plot/pl/render_params.py @@ -125,7 +125,7 @@ class ImageRenderParams: percentiles_for_norm: tuple[float | None, float | None] = (None, None) scale: str | None = None zorder: int = 0 - multichannel_strategy: str = "pca" + multichannel_strategy: str = "stack" bg_threshold: float = 1e-4 From ccc4954576343dd19d28f5879484d3f50f71f7ec Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Sun, 11 May 2025 20:59:30 +0100 Subject: [PATCH 23/30] bugfix --- src/spatialdata_plot/pl/render.py | 17 ++++++++--------- src/spatialdata_plot/pl/utils.py | 5 ----- 2 files changed, 8 insertions(+), 14 deletions(-) diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index 01001863..bad7bc22 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -846,8 +846,7 @@ def _render_images( else: layers = {} for ch_idx, ch in enumerate(channels): - print(channels, ch) - layers[ch_idx] = img.sel(c=ch).copy(deep=True).squeeze() + layers[ch] = img.sel(c=ch).copy(deep=True).squeeze() if isinstance(render_params.cmap_params, list): ch_norm = render_params.cmap_params[ch_idx].norm ch_cmap_is_default = render_params.cmap_params[ch_idx].cmap_is_default @@ -861,7 +860,7 @@ def _render_images( # 2A) Image has 3 channels, no palette info, and no/only one cmap was given if palette is None and n_channels == 3 and not isinstance(render_params.cmap_params, list): if render_params.cmap_params.cmap_is_default: # -> use RGB - stacked = np.stack([layers[ch_idx] for ch_idx in layers], axis=-1) + stacked = np.stack([layers[ch] for ch in layers], axis=-1) else: # -> use given cmap for each channel channel_cmaps = [render_params.cmap_params.cmap] * n_channels stacked = ( @@ -896,7 +895,7 @@ def _render_images( seed_colors = ["#ff0000ff", "#00ff00ff"] channel_cmaps = [_get_linear_colormap([c], "k")[0] for c in seed_colors] colored = np.stack( - [channel_cmaps[ch_ind](layers[ch_ind]) for ch_ind, ch in enumerate(channels)], + [channel_cmaps[ch_ind](layers[ch]) for ch_ind, ch in enumerate(channels)], 0, ).sum(0) colored = colored[:, :, :3] @@ -936,9 +935,9 @@ def _render_images( comp_rgb = np.zeros((H, W, 3), dtype=float) # For each channel: map to RGBA, apply constant alpha, then add - for idx, ch in enumerate(channels): - layer_arr = layers[idx] - rgba = channel_cmaps[idx](layer_arr) + for ch_idx, ch in enumerate(channels): + layer_arr = layers[ch] + rgba = channel_cmaps[ch_idx](layer_arr) rgba[..., 3] = render_params.alpha comp_rgb += rgba[..., :3] * rgba[..., 3][..., None] @@ -955,8 +954,8 @@ def _render_images( H, W = next(iter(layers.values())).shape pixel_matrix = np.stack( [ - (layers[ch_idx].data.ravel() if hasattr(layers[ch_idx], "data") else layers[ch_idx].ravel()) - for ch_idx, _ in enumerate(channels) + (layers[ch].data.ravel() if hasattr(layers[ch], "data") else layers[ch].ravel()) + for ch in channels ], axis=1, ) diff --git a/src/spatialdata_plot/pl/utils.py b/src/spatialdata_plot/pl/utils.py index d9b74ba1..9485445f 100644 --- a/src/spatialdata_plot/pl/utils.py +++ b/src/spatialdata_plot/pl/utils.py @@ -2072,12 +2072,7 @@ def _validate_image_render_params( # If channel is a list, ensure all elements are the same type if not (isinstance(channel, list) and channel and all(isinstance(c, type(channel[0])) for c in channel)): raise TypeError("Each item in 'channel' list must be of the same type, either string or integer.") - # At this point, channel is either list[str] or list[int] - channels_are_strings = isinstance(channel[0], str) - channels_are_ints = isinstance(channel[0], int) - - print(channel, spatial_element_ch) invalid = [c for c in channel if c not in spatial_element_ch] if invalid: raise ValueError( From 5a8a711b9b043777d63bea1a7eef9e0a7cdee05b Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Sun, 11 May 2025 21:06:32 +0100 Subject: [PATCH 24/30] fade into transparent now --- 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 bad7bc22..5094974e 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -1004,7 +1004,7 @@ def _render_images( # 2C) Image has n channels and palette info # immitating Napari's multi-channel additive blending (SRC_ALPHA, ONE): elif palette is not None and not got_multiple_cmaps: - channel_cmaps = [_get_linear_colormap([c], "k")[0] for c in palette] + channel_cmaps = [_get_linear_colormap([c], "transparent")[0] for c in palette] sample = next(iter(layers.values())) H, W = sample.shape From de09ddcc3178ad8ff45e67ba2281f44a38f2c46e Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Sun, 11 May 2025 21:09:43 +0100 Subject: [PATCH 25/30] test --- src/spatialdata_plot/pl/utils.py | 34 +++++++++++++++++++++++++++++++- 1 file changed, 33 insertions(+), 1 deletion(-) diff --git a/src/spatialdata_plot/pl/utils.py b/src/spatialdata_plot/pl/utils.py index 9485445f..e9e436d3 100644 --- a/src/spatialdata_plot/pl/utils.py +++ b/src/spatialdata_plot/pl/utils.py @@ -1173,10 +1173,42 @@ def save_fig( fig.savefig(path, **kwargs) -def _get_linear_colormap(colors: list[str], background: str) -> list[LinearSegmentedColormap]: +def _get_linear_colormap2(colors: list[str], background: str) -> list[LinearSegmentedColormap]: return [LinearSegmentedColormap.from_list(c, [background, c], N=256) for c in colors] +def _get_linear_colormap( + colors: list[str], + background: str = "black", +) -> list[LinearSegmentedColormap]: + """ + Create one LinearSegmentedColormap per color in `colors` that + fades from `background` → the color. + + If background is "transparent" (or "none"), the start point + will be the same RGB as the target color but with alpha=0. + """ + cmaps: list[LinearSegmentedColormap] = [] + for c in colors: + # fully opaque target + target_rgba = to_rgba(c, alpha=1.0) + + if background.lower() in ("transparent", "none"): + # start with same RGB, but zero alpha + start_rgba = (target_rgba[0], target_rgba[1], target_rgba[2], 0.0) + else: + # start from a solid background color + start_rgba = to_rgba(background) + + cm = LinearSegmentedColormap.from_list( + f"{c}_fade", + [start_rgba, target_rgba], + N=256, + ) + cmaps.append(cm) + + return cmaps + def _get_listed_colormap(color_dict: dict[str, str]) -> ListedColormap: sorted_labels = sorted(color_dict.keys()) colors = [color_dict[k] for k in sorted_labels] From 0d14846bae62b89374ac05ad70e90423b37a35bb Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Sun, 11 May 2025 20:10:00 +0000 Subject: [PATCH 26/30] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- src/spatialdata_plot/pl/utils.py | 1 + 1 file changed, 1 insertion(+) diff --git a/src/spatialdata_plot/pl/utils.py b/src/spatialdata_plot/pl/utils.py index e9e436d3..26fa71b1 100644 --- a/src/spatialdata_plot/pl/utils.py +++ b/src/spatialdata_plot/pl/utils.py @@ -1209,6 +1209,7 @@ def _get_linear_colormap( return cmaps + def _get_listed_colormap(color_dict: dict[str, str]) -> ListedColormap: sorted_labels = sorted(color_dict.keys()) colors = [color_dict[k] for k in sorted_labels] From 8de5bbe3abe52a42fec65441fbd9522162b84ed1 Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Sun, 11 May 2025 21:13:20 +0100 Subject: [PATCH 27/30] revert --- src/spatialdata_plot/pl/utils.py | 35 +------------------------------- 1 file changed, 1 insertion(+), 34 deletions(-) diff --git a/src/spatialdata_plot/pl/utils.py b/src/spatialdata_plot/pl/utils.py index e9e436d3..7e5fc30d 100644 --- a/src/spatialdata_plot/pl/utils.py +++ b/src/spatialdata_plot/pl/utils.py @@ -1173,42 +1173,9 @@ def save_fig( fig.savefig(path, **kwargs) -def _get_linear_colormap2(colors: list[str], background: str) -> list[LinearSegmentedColormap]: +def _get_linear_colormap(colors: list[str], background: str) -> list[LinearSegmentedColormap]: return [LinearSegmentedColormap.from_list(c, [background, c], N=256) for c in colors] - -def _get_linear_colormap( - colors: list[str], - background: str = "black", -) -> list[LinearSegmentedColormap]: - """ - Create one LinearSegmentedColormap per color in `colors` that - fades from `background` → the color. - - If background is "transparent" (or "none"), the start point - will be the same RGB as the target color but with alpha=0. - """ - cmaps: list[LinearSegmentedColormap] = [] - for c in colors: - # fully opaque target - target_rgba = to_rgba(c, alpha=1.0) - - if background.lower() in ("transparent", "none"): - # start with same RGB, but zero alpha - start_rgba = (target_rgba[0], target_rgba[1], target_rgba[2], 0.0) - else: - # start from a solid background color - start_rgba = to_rgba(background) - - cm = LinearSegmentedColormap.from_list( - f"{c}_fade", - [start_rgba, target_rgba], - N=256, - ) - cmaps.append(cm) - - return cmaps - def _get_listed_colormap(color_dict: dict[str, str]) -> ListedColormap: sorted_labels = sorted(color_dict.keys()) colors = [color_dict[k] for k in sorted_labels] From 9a0e24185470e103ce0c913ec11c21dbd1c0613a Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Sun, 11 May 2025 20:14:11 +0000 Subject: [PATCH 28/30] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- src/spatialdata_plot/pl/utils.py | 1 + 1 file changed, 1 insertion(+) diff --git a/src/spatialdata_plot/pl/utils.py b/src/spatialdata_plot/pl/utils.py index 7e5fc30d..9485445f 100644 --- a/src/spatialdata_plot/pl/utils.py +++ b/src/spatialdata_plot/pl/utils.py @@ -1176,6 +1176,7 @@ def save_fig( def _get_linear_colormap(colors: list[str], background: str) -> list[LinearSegmentedColormap]: return [LinearSegmentedColormap.from_list(c, [background, c], N=256) for c in colors] + def _get_listed_colormap(color_dict: dict[str, str]) -> ListedColormap: sorted_labels = sorted(color_dict.keys()) colors = [color_dict[k] for k in sorted_labels] From 99bc6f53b547491bb7f55c34c639d5a2a1c27d48 Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Sun, 11 May 2025 21:15:56 +0100 Subject: [PATCH 29/30] revert --- 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 5094974e..bad7bc22 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -1004,7 +1004,7 @@ def _render_images( # 2C) Image has n channels and palette info # immitating Napari's multi-channel additive blending (SRC_ALPHA, ONE): elif palette is not None and not got_multiple_cmaps: - channel_cmaps = [_get_linear_colormap([c], "transparent")[0] for c in palette] + channel_cmaps = [_get_linear_colormap([c], "k")[0] for c in palette] sample = next(iter(layers.values())) H, W = sample.shape From 2e991c5c12500255bbbd2b61ef7745ca94b890f8 Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Sun, 11 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