From 9af11d3666986bd9c6582f8f30fafcbbca897879 Mon Sep 17 00:00:00 2001 From: rwbaber <97636743+rwbaber@users.noreply.github.com> Date: Sun, 17 Aug 2025 09:23:33 +0100 Subject: [PATCH 01/10] feat(plotting): Add group_cmaps to sc.pl.dotplot for custom per-group coloring - Adds the group_cmaps parameter to sc.pl.dotplot, allowing users to specify a unique colormap for each group. - Implements a corresponding stacked colorbar legend (_plot_stacked_colorbars) to display the multiple colormaps, with group labels for clarity. - Adds robust error handling, raising a ValueError if a plotted group is not defined in the group_cmaps dictionary. - Fixes a pre-existing layout bug (dots overlapping in size legend, especially when dendrogram=True) by setting the legends width to 2.0 (compared to DEFAULT_LEGENDS_WIDTH = 1.5) inside the dotplot wrapper function. - Refactors data preparation logic from DotPlot.__init__ into a new _prepare_dot_data helper method. This was done to improve code quality and resolve pre-commit linter errors related to complexity. - Includes comprehensive tests for the new functionality, swap-axis compatibility, and error conditions. --- docs/release-notes/3764.feature.md | 1 + src/scanpy/plotting/_dotplot.py | 345 ++++++++++++++---- tests/_images/dotplot/expected.png | Bin 13581 -> 12623 bytes tests/_images/dotplot2/expected.png | Bin 19477 -> 17376 bytes tests/_images/dotplot3/expected.png | Bin 14963 -> 13577 bytes tests/_images/dotplot_dict/expected.png | Bin 14753 -> 13987 bytes .../_images/dotplot_gene_symbols/expected.png | Bin 13135 -> 12196 bytes .../_images/dotplot_group_cmaps/expected.png | Bin 0 -> 16538 bytes .../expected.png | Bin 0 -> 16141 bytes .../dotplot_groupby_index/expected.png | Bin 16720 -> 15077 bytes .../expected.png | Bin 14663 -> 13317 bytes .../dotplot_std_scale_group/expected.png | Bin 12161 -> 11043 bytes tests/_images/dotplot_totals/expected.png | Bin 10173 -> 9133 bytes tests/_images/multiple_plots/expected.png | Bin 35895 -> 32172 bytes .../_images/ranked_genes_dotplot/expected.png | Bin 60709 -> 57692 bytes tests/test_plotting.py | 53 +++ 16 files changed, 319 insertions(+), 80 deletions(-) create mode 100644 docs/release-notes/3764.feature.md create mode 100644 tests/_images/dotplot_group_cmaps/expected.png create mode 100644 tests/_images/dotplot_group_cmaps_swap_axes/expected.png diff --git a/docs/release-notes/3764.feature.md b/docs/release-notes/3764.feature.md new file mode 100644 index 0000000000..7925437d7b --- /dev/null +++ b/docs/release-notes/3764.feature.md @@ -0,0 +1 @@ +- {func}`scanpy.pl.dotplot` now supports a `group_cmaps` parameter for custom per-group coloring. diff --git a/src/scanpy/plotting/_dotplot.py b/src/scanpy/plotting/_dotplot.py index ca2855b62f..dc17f5ed6c 100644 --- a/src/scanpy/plotting/_dotplot.py +++ b/src/scanpy/plotting/_dotplot.py @@ -6,12 +6,19 @@ from matplotlib import colormaps from .. import logging as logg -from .._compat import old_positionals +from .._compat import old_positionals, warn from .._settings import settings from .._utils import _doc_params, _empty from ._baseplot_class import BasePlot, doc_common_groupby_plot_args from ._docs import doc_common_plot_args, doc_show_save_ax, doc_vboundnorm -from ._utils import _dk, check_colornorm, fix_kwds, make_grid_spec, savefig_or_show +from ._utils import ( + _create_white_to_color_gradient, + _dk, + check_colornorm, + fix_kwds, + make_grid_spec, + savefig_or_show, +) if TYPE_CHECKING: from collections.abc import Mapping, Sequence @@ -156,6 +163,7 @@ def __init__( # noqa: PLR0913 vmax: float | None = None, vcenter: float | None = None, norm: Normalize | None = None, + group_colors: Mapping[str, ColorLike] | None = None, **kwds, ) -> None: BasePlot.__init__( @@ -182,13 +190,70 @@ def __init__( # noqa: PLR0913 **kwds, ) + # Set default style parameters + self.cmap = self.DEFAULT_COLORMAP + self.dot_max = self.DEFAULT_DOT_MAX + self.dot_min = self.DEFAULT_DOT_MIN + self.smallest_dot = self.DEFAULT_SMALLEST_DOT + self.largest_dot = self.DEFAULT_LARGEST_DOT + self.color_on = self.DEFAULT_COLOR_ON + self.size_exponent = self.DEFAULT_SIZE_EXPONENT + self.grid = False + self.plot_x_padding = self.DEFAULT_PLOT_X_PADDING + self.plot_y_padding = self.DEFAULT_PLOT_Y_PADDING + + self.dot_edge_color = self.DEFAULT_DOT_EDGECOLOR + self.dot_edge_lw = self.DEFAULT_DOT_EDGELW + + # set legend defaults + self.color_legend_title = self.DEFAULT_COLOR_LEGEND_TITLE + self.size_title = self.DEFAULT_SIZE_LEGEND_TITLE + self.legends_width = self.DEFAULT_LEGENDS_WIDTH + self.show_size_legend = True + self.show_colorbar = True + + # Store parameters needed by helper methods and prepare the dot data. + self.standard_scale = standard_scale + self.expression_cutoff = expression_cutoff + self.mean_only_expressed = mean_only_expressed + self.group_colors = group_colors + self.group_cmaps = None + + self.dot_color_df, self.dot_size_df = self._prepare_dot_data( + dot_color_df, dot_size_df + ) + + if self.group_colors is not None: + self.group_cmaps = {} + plotted_groups = self.dot_color_df.index + missing_groups = [] + for group in plotted_groups: + if group in self.group_colors: + self.group_cmaps[group] = _create_white_to_color_gradient( + self.group_colors[group] + ) + else: + self.group_cmaps[group] = self.cmap + missing_groups.append(group) + if missing_groups: + warn( + f"The following groups will use the default colormap as no " + f"specific colors were assigned: {missing_groups}", + UserWarning, + ) + + def _prepare_dot_data(self, dot_color_df, dot_size_df): + """Calculate the dataframes for dot size and color. + + Refactored to helper to satisfy complexity checks. + """ # for if category defined by groupby (if any) compute for each var_name # 1. the fraction of cells in the category having a value >expression_cutoff # 2. the mean value over the category # 1. compute fraction of cells having value > expression_cutoff # transform obs_tidy into boolean matrix using the expression_cutoff - obs_bool = self.obs_tidy > expression_cutoff + obs_bool = self.obs_tidy > self.expression_cutoff # compute the sum per group which in the boolean matrix this is the number # of values >expression_cutoff, and divide the result by the total number of @@ -201,7 +266,7 @@ def __init__( # noqa: PLR0913 if dot_color_df is None: # 2. compute mean expression value value - if mean_only_expressed: + if self.mean_only_expressed: dot_color_df = ( self.obs_tidy .mask(~obs_bool) @@ -212,13 +277,13 @@ def __init__( # noqa: PLR0913 else: dot_color_df = self.obs_tidy.groupby(level=0, observed=True).mean() - if standard_scale == "group": + if self.standard_scale == "group": dot_color_df = dot_color_df.sub(dot_color_df.min(1), axis=0) dot_color_df = dot_color_df.div(dot_color_df.max(1), axis=0).fillna(0) - elif standard_scale == "var": + elif self.standard_scale == "var": dot_color_df -= dot_color_df.min(0) dot_color_df = (dot_color_df / dot_color_df.max(0)).fillna(0) - elif standard_scale is None: + elif self.standard_scale is None: pass else: logg.warning("Unknown type for standard_scale, ignored") @@ -250,35 +315,17 @@ def __init__( # noqa: PLR0913 # using the order from the doc_size_df dot_color_df = dot_color_df.loc[dot_size_df.index][dot_size_df.columns] - self.dot_color_df, self.dot_size_df = ( - df.loc[ - categories_order if categories_order is not None else self.categories - ] - for df in (dot_color_df, dot_size_df) + # Use self.categories_order if set, else self.categories + order = ( + self.categories_order + if self.categories_order is not None + else self.categories + ) + dot_color_df, dot_size_df = ( + df.loc[order] for df in (dot_color_df, dot_size_df) ) - self.standard_scale = standard_scale - - # Set default style parameters - self.cmap = self.DEFAULT_COLORMAP - self.dot_max = self.DEFAULT_DOT_MAX - self.dot_min = self.DEFAULT_DOT_MIN - self.smallest_dot = self.DEFAULT_SMALLEST_DOT - self.largest_dot = self.DEFAULT_LARGEST_DOT - self.color_on = self.DEFAULT_COLOR_ON - self.size_exponent = self.DEFAULT_SIZE_EXPONENT - self.grid = False - self.plot_x_padding = self.DEFAULT_PLOT_X_PADDING - self.plot_y_padding = self.DEFAULT_PLOT_Y_PADDING - - self.dot_edge_color = self.DEFAULT_DOT_EDGECOLOR - self.dot_edge_lw = self.DEFAULT_DOT_EDGELW - # set legend defaults - self.color_legend_title = self.DEFAULT_COLOR_LEGEND_TITLE - self.size_title = self.DEFAULT_SIZE_LEGEND_TITLE - self.legends_width = self.DEFAULT_LEGENDS_WIDTH - self.show_size_legend = True - self.show_colorbar = True + return dot_color_df, dot_size_df @old_positionals( "cmap", @@ -537,12 +584,28 @@ def _plot_legend(self, legend_ax, return_ax_dict, normalize): # third row: spacer to avoid color and size legend titles to overlap # fourth row: colorbar + # Define base heights for legend components as a fraction of figure height cbar_legend_height = self.min_figure_height * 0.08 size_legend_height = self.min_figure_height * 0.27 spacer_height = self.min_figure_height * 0.3 + # If group_colors is used, dynamically calculate the total height needed for all colorbars + if self.group_cmaps is not None: + per_cbar_height = ( + self.min_figure_height * 0.12 + ) # Use a slightly larger height for better spacing + n_cbars = len(self.dot_color_df.index) + cbar_legend_height = per_cbar_height * n_cbars + + # Calculate the height of the top spacer to push content down + top_spacer_height = ( + self.height - size_legend_height - cbar_legend_height - spacer_height + ) + top_spacer_height = max(top_spacer_height, 0) # prevent negative height + + # Create the 4-row GridSpec for the legend area height_ratios = [ - self.height - size_legend_height - cbar_legend_height - spacer_height, + top_spacer_height, size_legend_height, spacer_height, cbar_legend_height, @@ -550,17 +613,79 @@ def _plot_legend(self, legend_ax, return_ax_dict, normalize): fig, legend_gs = make_grid_spec( legend_ax, nrows=4, ncols=1, height_ratios=height_ratios ) + # Hide the frame of the main legend container axis for a cleaner look + legend_ax.set_axis_off() + # Plot size legend into the second row of the grid if self.show_size_legend: size_legend_ax = fig.add_subplot(legend_gs[1]) self._plot_size_legend(size_legend_ax) return_ax_dict["size_legend_ax"] = size_legend_ax + # Plot colorbar(s) into the fourth row of the grid if self.show_colorbar: - color_legend_ax = fig.add_subplot(legend_gs[3]) + if self.group_cmaps is None: + color_legend_ax = fig.add_subplot(legend_gs[3]) + self._plot_colorbar(color_legend_ax, normalize) + return_ax_dict["color_legend_ax"] = color_legend_ax + else: + self._plot_stacked_colorbars(fig, legend_gs[3], normalize) + return_ax_dict["color_legend_ax"] = legend_ax + + def _plot_stacked_colorbars(self, fig, colorbar_area_spec, normalize): + """Plot the stacked colorbars legend when using group_colors.""" + import matplotlib as mpl + import matplotlib.colorbar + from matplotlib.cm import ScalarMappable + + plotted_groups = self.dot_color_df.index + groups_to_plot = list(plotted_groups) + n_cbars = len(groups_to_plot) + + # Create a sub-grid just for the colorbars + # Create an empty column to keep colorbars at 3/4 of legend width (1.5 like default with dp.legend_width = 2.0) + colorbar_gs = colorbar_area_spec.subgridspec( + n_cbars, 2, hspace=0.6, width_ratios=[3, 1] + ) + + # Create a dedicated normalizer for the legend + vmin = self.dot_color_df.values.min() + vmax = self.dot_color_df.values.max() + legend_norm = mpl.colors.Normalize(vmin=vmin, vmax=vmax) + + for i, group_name in enumerate(groups_to_plot): + ax = fig.add_subplot( + colorbar_gs[i, 0] + ) # Place the colorbar Axes in the first, wider column + + # self.group_cmaps[group_name] is already a Colormap object (or string from fallback) + cmap = self.group_cmaps[group_name] + if isinstance(cmap, str): + cmap = colormaps.get_cmap(cmap) + + mappable = ScalarMappable(norm=legend_norm, cmap=cmap) + + cb = matplotlib.colorbar.Colorbar( + ax, mappable=mappable, orientation="horizontal" + ) + cb.ax.xaxis.set_tick_params(labelsize="small") + + ax.text( + 1.1, + 0.5, + group_name, + ha="left", + va="center", + transform=ax.transAxes, + fontsize="small", + ) + + if i == 0: + cb.ax.set_title(self.color_legend_title, fontsize="small") - self._plot_colorbar(color_legend_ax, normalize) - return_ax_dict["color_legend_ax"] = color_legend_ax + if i < n_cbars - 1: + cb.ax.xaxis.set_ticklabels([]) + cb.ax.xaxis.set_ticks([]) def _mainplot(self, ax: Axes): # work on a copy of the dataframes. This is to avoid changes @@ -587,6 +712,7 @@ def _mainplot(self, ax: Axes): _color_df, ax, cmap=self.cmap, + group_cmaps=self.group_cmaps, color_on=self.color_on, dot_max=self.dot_max, dot_min=self.dot_min, @@ -617,6 +743,7 @@ def _dotplot( # noqa: PLR0912, PLR0913, PLR0915 dot_ax: Axes, *, cmap: Colormap | str | None, + group_cmaps: Mapping[str, str] | None, color_on: Literal["dot", "square"], dot_max: float | None, dot_min: float | None, @@ -739,47 +866,85 @@ def _dotplot( # noqa: PLR0912, PLR0913, PLR0915 size = size * (largest_dot - smallest_dot) + smallest_dot normalize = check_colornorm(vmin, vmax, vcenter, norm) - if color_on == "square": - if edge_color is None: - from seaborn.utils import relative_luminance - - # use either black or white for the edge color - # depending on the luminance of the background - # square color - edge_color = [] - for color_value in cmap(normalize(mean_flat)): - lum = relative_luminance(color_value) - edge_color.append(".15" if lum > 0.408 else "w") - - edge_lw = 1.5 if edge_lw is None else edge_lw - - # first make a heatmap similar to `sc.pl.matrixplot` - # (squares with the asigned colormap). Circles will be plotted - # on top - dot_ax.pcolor(dot_color.values, cmap=cmap, norm=normalize) - for axis in ["top", "bottom", "left", "right"]: - dot_ax.spines[axis].set_linewidth(1.5) - kwds = fix_kwds( - kwds, - s=size, - linewidth=edge_lw, - facecolor="none", - edgecolor=edge_color, - ) - dot_ax.scatter(x, y, **kwds) + if group_cmaps is None: + # Plotting logic for single colormap + if color_on == "square": + if edge_color is None: + from seaborn.utils import relative_luminance + + # use either black or white for the edge color + # depending on the luminance of the background + # square color + edge_color = [] + for color_value in cmap(normalize(mean_flat)): + lum = relative_luminance(color_value) + edge_color.append(".15" if lum > 0.408 else "w") + + edge_lw = 1.5 if edge_lw is None else edge_lw + + # first make a heatmap similar to `sc.pl.matrixplot` + # (squares with the asigned colormap). Circles will be plotted + # on top + dot_ax.pcolor(dot_color.values, cmap=cmap, norm=normalize) + for axis in ["top", "bottom", "left", "right"]: + dot_ax.spines[axis].set_linewidth(1.5) + # Create a temporary kwargs dict for this group's scatter call + # to avoid modifying the original kwds dictionary within the loop. + kwds_scatter = fix_kwds( + kwds, + s=size, + linewidth=edge_lw, + facecolor="none", + edgecolor=edge_color, + ) + dot_ax.scatter(x, y, **kwds_scatter) + else: + edge_color = "none" if edge_color is None else edge_color + edge_lw = 0.0 if edge_lw is None else edge_lw + color = cmap(normalize(mean_flat)) + kwds_scatter = fix_kwds( + kwds, + s=size, + color=color, + linewidth=edge_lw, + edgecolor=edge_color, + ) + dot_ax.scatter(x, y, **kwds_scatter) else: - edge_color = "none" if edge_color is None else edge_color - edge_lw = 0.0 if edge_lw is None else edge_lw - - color = cmap(normalize(mean_flat)) - kwds = fix_kwds( - kwds, - s=size, - color=color, - linewidth=edge_lw, - edgecolor=edge_color, - ) - dot_ax.scatter(x, y, **kwds) + # Plotting logic for group-specific colormaps + groups_iter = dot_color.columns if are_axes_swapped else dot_color.index + n_vars = dot_color.shape[0] if are_axes_swapped else dot_color.shape[1] + n_groups = len(groups_iter) + + # Here we loop through each group and plot it with its own cmap + for group_idx, group_name in enumerate(groups_iter): + group_cmap = group_cmaps[group_name] + # Handle fallback case where group_cmap might be a string + if isinstance(group_cmap, str): + group_cmap = colormaps.get_cmap(group_cmap) + + # Slice the flattened data arrays correctly depending on orientation + if not are_axes_swapped: + # Slicing data for a whole row + indices = slice(group_idx * n_vars, (group_idx + 1) * n_vars) + else: + # Slicing data for a whole column + indices = slice(group_idx, None, n_groups) + + x_group = x[indices] + y_group = y[indices] + size_group = size[indices] + mean_group = mean_flat[indices] + + color = group_cmap(normalize(mean_group)) + kwds_scatter = fix_kwds( + kwds, + s=size_group, + color=color, + linewidth=edge_lw, + edgecolor=edge_color, + ) + dot_ax.scatter(x_group, y_group, **kwds_scatter) y_ticks = np.arange(dot_color.shape[0]) + 0.5 dot_ax.set_yticks(y_ticks) @@ -878,6 +1043,7 @@ def dotplot( # noqa: PLR0913 norm: Normalize | None = None, # Style parameters cmap: Colormap | str | None = DotPlot.DEFAULT_COLORMAP, + group_colors: Mapping[str, ColorLike] | None = None, dot_max: float | None = DotPlot.DEFAULT_DOT_MAX, dot_min: float | None = DotPlot.DEFAULT_DOT_MIN, smallest_dot: float = DotPlot.DEFAULT_SMALLEST_DOT, @@ -916,6 +1082,14 @@ def dotplot( # noqa: PLR0913 mean_only_expressed If True, gene expression is averaged only over the cells expressing the given genes. + group_colors + A mapping of group names to colors. + e.g. `{{'T-cell': 'blue', 'B-cell': '#aa40fc'}}`. + Colors can be specified as any valid matplotlib color. + If `group_colors` is used, a colormap is generated from white + to the given color for each group. + If a group is not present in the dictionary, the value of `cmap` + is used. dot_max If ``None``, the maximum dot size is set to the maximum fraction value found (e.g. 0.6). If given, the value should be a number between 0 and 1. @@ -984,6 +1158,14 @@ def dotplot( # noqa: PLR0913 # instead of `cmap` cmap = kwds.pop("color_map", cmap) + # Warn if both cmap and group_colors are specified + if group_colors is not None and cmap != DotPlot.DEFAULT_COLORMAP: + warn( + "Both `cmap` and `group_colors` are specified. " + "`group_colors` takes precedence for the specified groups.", + UserWarning, + ) + dp = DotPlot( adata, var_names, @@ -1003,6 +1185,7 @@ def dotplot( # noqa: PLR0913 var_group_rotation=var_group_rotation, layer=layer, dot_color_df=dot_color_df, + group_colors=group_colors, ax=ax, vmin=vmin, vmax=vmax, @@ -1022,7 +1205,9 @@ def dotplot( # noqa: PLR0913 dot_min=dot_min, smallest_dot=smallest_dot, dot_edge_lw=kwds.pop("linewidth", _empty), - ).legend(colorbar_title=colorbar_title, size_title=size_title) + ).legend( + colorbar_title=colorbar_title, size_title=size_title, width=2.0 + ) # Width 2.0 to avoid size legend circles to overlap if return_fig: return dp @@ -1031,4 +1216,4 @@ def dotplot( # noqa: PLR0913 savefig_or_show(DotPlot.DEFAULT_SAVE_PREFIX, show=show, save=save) show = settings.autoshow if show is None else show if not show: - return dp.get_axes() + return dp.get_axes() \ No newline at end of file diff --git a/tests/_images/dotplot/expected.png 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a/tests/test_plotting.py +++ b/tests/test_plotting.py @@ -1856,3 +1856,56 @@ def test_violin_scale_warning(monkeypatch): def test_dogplot() -> None: """Test that the dogplot function runs without errors.""" sc.pl.dogplot() + + +params_dotplot_group_cmaps = [ + pytest.param("dotplot_group_cmaps", False, id="default"), + pytest.param("dotplot_group_cmaps_swap_axes", True, id="swap_axes"), +] + + +@pytest.mark.parametrize(("name", "swap_axes"), params_dotplot_group_cmaps) +def test_dotplot_group_cmaps(image_comparer, name, swap_axes): + """Check group_cmaps parameter with custom color maps per group.""" + save_and_compare_images = partial(image_comparer, ROOT, tol=15) + + adata = pbmc68k_reduced() + + markers = ["SERPINB1", "IGFBP7", "GNLY", "IFITM1", "IMP3", "UBALD2", "LTB", "CLPP"] + + group_cmaps = { + "CD14+ Monocyte": "Greys", + "Dendritic": "Purples", + "CD8+ Cytotoxic T": "Reds", + "CD8+/CD45RA+ Naive Cytotoxic": "Greens", + "CD4+/CD45RA+/CD25- Naive T": "Oranges", + "CD4+/CD25 T Reg": "Blues", + "CD4+/CD45RO+ Memory": "hot", + "CD19+ B": "cool", + "CD56+ NK": "winter", + "CD34+": "copper", + } + + sc.pl.dotplot( + adata, + markers, + groupby="bulk_labels", + group_cmaps=group_cmaps, + dendrogram=True, + swap_axes=swap_axes, + show=False, + ) + save_and_compare_images(name) + + +def test_dotplot_group_cmaps_raises_error(): + """Check that a ValueError is raised for missing groups in group_cmaps.""" + adata = pbmc68k_reduced() + markers = ["CD79A"] + # Intentionally incomplete dictionary to trigger the error + group_cmaps = {"CD19+ B": "Blues"} + + with pytest.raises(ValueError, match="missing from the `group_cmaps` dictionary"): + sc.pl.dotplot( + adata, markers, groupby="bulk_labels", group_cmaps=group_cmaps, show=False + ) \ No newline at end of file From 8d6f2daca7e7e24715dd8e3d5ec260c89b0b82fc Mon Sep 17 00:00:00 2001 From: rwbaber <97636743+rwbaber@users.noreply.github.com> Date: Sun, 17 Aug 2025 11:20:24 +0100 Subject: [PATCH 02/10] docs: Correct release note fragment format --- docs/release-notes/3764.feature.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/release-notes/3764.feature.md b/docs/release-notes/3764.feature.md index 7925437d7b..445454d736 100644 --- a/docs/release-notes/3764.feature.md +++ b/docs/release-notes/3764.feature.md @@ -1 +1 @@ -- {func}`scanpy.pl.dotplot` now supports a `group_cmaps` parameter for custom per-group coloring. +{func}`scanpy.pl.dotplot` now supports a `group_cmaps` parameter for custom per-group coloring. {smaller}`R Baber` From 6de55e2118b405fc9964382a0a88a08e696b5601 Mon Sep 17 00:00:00 2001 From: rwbaber <97636743+rwbaber@users.noreply.github.com> Date: Sun, 21 Dec 2025 16:14:31 +0100 Subject: [PATCH 03/10] feat(plotting): Replace group_cmaps with group_colors using OKLab interpolation - Implemented group_colors parameter accepting dict of colors - Added OKLab white-to-color gradient generation in _utils.py - Updated DotPlot to use dynamic ListedColormaps - Added colour-science as optional dependency - Updated default legend width to 2.0 to fix layout bugs - Updated reference images for dotplots and affected plots --- docs/release-notes/3764.feature.md | 2 +- pyproject.toml | 2 + src/scanpy/plotting/_utils.py | 53 +++++++ src/testing/scanpy/_pytest/marks.py | 1 + tests/_images/clustermap/expected.png | Bin 25439 -> 21852 bytes .../_images/clustermap_withcolor/expected.png | Bin 25362 -> 22330 bytes tests/_images/dotplot/expected.png | Bin 12623 -> 12523 bytes tests/_images/dotplot2/expected.png | Bin 17376 -> 17337 bytes tests/_images/dotplot3/expected.png | Bin 13577 -> 13511 bytes tests/_images/dotplot_dict/expected.png | Bin 13987 -> 13855 bytes .../_images/dotplot_group_cmaps/expected.png | Bin 16538 -> 0 bytes .../expected.png | Bin 16141 -> 0 bytes .../_images/dotplot_group_colors/expected.png | Bin 0 -> 15818 bytes .../expected.png | Bin 0 -> 10657 bytes .../expected.png | Bin 0 -> 15529 bytes tests/_images/dotplot_obj/expected.png | Bin 26815 -> 27185 bytes .../dotplot_obj_std_scale_group/expected.png | Bin 27374 -> 27701 bytes .../expected.png | Bin 27001 -> 27012 bytes .../dotplot_obj_std_scale_var/expected.png | Bin 26711 -> 27122 bytes .../expected.png | Bin 26532 -> 26646 bytes .../dotplot_obj_swap_axes/expected.png | Bin 26692 -> 26700 bytes .../dotplot_std_scale_group/expected.png | Bin 11043 -> 10923 bytes .../dotplot_std_scale_var/expected.png | Bin 0 -> 26685 bytes tests/_images/dotplot_totals/expected.png | Bin 9133 -> 8931 bytes tests/_images/highest_expr_genes/expected.png | Bin 11545 -> 9446 bytes tests/_images/matrixplot/expected.png | Bin 5577 -> 5031 bytes tests/_images/matrixplot2/expected.png | Bin 7465 -> 6392 bytes .../matrixplot_std_scale_group/expected.png | Bin 6878 -> 6115 bytes .../expected.png | Bin 7423 -> 6380 bytes tests/_images/pca_loadings/expected.png | Bin 18431 -> 15975 bytes .../pca_loadings_without_lowest/expected.png | Bin 21584 -> 19206 bytes tests/_images/ranked_genes/expected.png | Bin 46622 -> 40657 bytes .../expected.png | Bin 18150 -> 15282 bytes tests/_images/scrublet/expected.png | Bin 6423 -> 5307 bytes .../scrublet_no_threshold/expected.png | Bin 6382 -> 5284 bytes .../scrublet_with_batches/expected.png | Bin 12841 -> 10442 bytes tests/_images/stacked_violin/expected.png | Bin 8043 -> 7224 bytes .../stacked_violin_no_cat_obs/expected.png | Bin 13343 -> 12057 bytes .../expected.png | Bin 9009 -> 7821 bytes .../expected.png | Bin 9526 -> 8453 bytes tests/test_plotting.py | 137 ++++++++++++++---- 41 files changed, 167 insertions(+), 28 deletions(-) delete mode 100644 tests/_images/dotplot_group_cmaps/expected.png delete mode 100644 tests/_images/dotplot_group_cmaps_swap_axes/expected.png create mode 100644 tests/_images/dotplot_group_colors/expected.png create mode 100644 tests/_images/dotplot_group_colors_fallback/expected.png create mode 100644 tests/_images/dotplot_group_colors_swap_axes/expected.png create mode 100644 tests/_images/dotplot_std_scale_var/expected.png diff --git a/docs/release-notes/3764.feature.md b/docs/release-notes/3764.feature.md index 445454d736..a9946fe192 100644 --- a/docs/release-notes/3764.feature.md +++ b/docs/release-notes/3764.feature.md @@ -1 +1 @@ -{func}`scanpy.pl.dotplot` now supports a `group_cmaps` parameter for custom per-group coloring. {smaller}`R Baber` +{func}`scanpy.pl.dotplot` now supports a `group_colors` parameter for custom per-group coloring with perceptually uniform color gradients via OKLab interpolation. {smaller}`R Baber` diff --git a/pyproject.toml b/pyproject.toml index 7b80ef798e..09f03b1799 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -145,6 +145,8 @@ skmisc = [ "scikit-misc>=0.5.1" ] # highly_variable_genes m harmony = [ "harmonypy" ] # Harmony dataset integration scanorama = [ "scanorama" ] # Scanorama dataset integration scrublet = [ "scikit-image>=0.23.1" ] # Doublet detection with automatic thresholds +# Plotting +plotting = [ "colour-science" ] # Acceleration rapids = [ "cudf>=0.9", "cuml>=0.9", "cugraph>=0.9" ] # GPU accelerated calculation of neighbors dask = [ "dask[array]>=2024.5.1", "anndata[dask]" ] # Use the Dask parallelization engine diff --git a/src/scanpy/plotting/_utils.py b/src/scanpy/plotting/_utils.py index f0e22d1ede..397d6555e3 100644 --- a/src/scanpy/plotting/_utils.py +++ b/src/scanpy/plotting/_utils.py @@ -1105,3 +1105,56 @@ def _deprecated_scale( def _dk(dendrogram: bool | str | None) -> str | None: # noqa: FBT001 """Convert the `dendrogram` parameter to a `dendrogram_key` parameter.""" return None if isinstance(dendrogram, bool) else dendrogram + + +def _create_white_to_color_gradient(color: ColorLike, n_steps: int = 256): + """Generate a perceptually uniform colormap from white to a target color. + + This function uses the OKLab color space for interpolation to ensure that + the brightness of the generated colormap changes uniformly. + + Parameters + ---------- + color + The target color for the gradient. Can be any valid matplotlib color. + n_steps + The number of steps in the colormap. + + Returns + ------- + A `matplotlib.colors.ListedColormap` object. + """ + try: + import colour + except ImportError: + msg = ( + "Please install the `colour-science` package to use `group_colors`: " + "`pip install colour-science` or `pip install scanpy[plotting]`" + ) + raise ImportError(msg) from None + from matplotlib.colors import ListedColormap, to_hex + + # Convert the input color to a hex string + hex_color = to_hex(color, keep_alpha=False) + + # Define the color space for interpolation + space = "OKLab" + + # Convert start (white) and end (target color) to the OKLab color space + target_oklab = colour.convert(hex_color, "Hexadecimal", space) + white_oklab = colour.convert("#ffffff", "Hexadecimal", space) + + # Create the gradient through linear interpolation in OKLab + gradient = colour.algebra.lerp( + np.linspace(0, 1, n_steps)[..., np.newaxis], + white_oklab, + target_oklab, + ) + + # Convert the gradient back to sRGB for display + rgb_gradient = colour.convert(gradient, space, "sRGB") + + # Clip values to be within the valid [0, 1] range for RGB + clipped_rgb = np.clip(rgb_gradient, 0, 1) + + return ListedColormap(clipped_rgb) diff --git a/src/testing/scanpy/_pytest/marks.py b/src/testing/scanpy/_pytest/marks.py index 3060b6272a..8b25f0457d 100644 --- a/src/testing/scanpy/_pytest/marks.py +++ b/src/testing/scanpy/_pytest/marks.py @@ -30,6 +30,7 @@ def _generate_next_value_( mod: str + colour = "colour-science" dask = auto() dask_ml = auto() fa2 = auto() diff --git a/tests/_images/clustermap/expected.png b/tests/_images/clustermap/expected.png index 2ae53a6f8de9e660038556f60644936c2e62fbfa..24c66502bda54dc4ae517fb3404f6f7402f423e0 100644 GIT binary patch literal 21852 zcmY(qby!tj)GaLC9J=GsDIL;>?(UXDw{%NLx0HmSG}2ujQ0X{;bc1wv2`GM>-}`>| zx%UrrKd@u%wdS64%rVA_)6!7H!KA=^@!|!JvXY$6ix&u~&p+s>z;D973BiH?M7`yW zymj5}y#1^^ZC|KcdB1US_jYlFf_-g0y&T=$__=s_xL$FB9lX8Yc!_dzyZ)auxZFMM 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pbmc68k_reduced() sc.tl.rank_genes_groups(pbmc, "louvain", n_genes=pbmc.raw.shape[1]) @@ -1858,39 +1858,61 @@ def test_dogplot() -> None: sc.pl.dogplot() -params_dotplot_group_cmaps = [ - pytest.param("dotplot_group_cmaps", False, id="default"), - pytest.param("dotplot_group_cmaps_swap_axes", True, id="swap_axes"), -] +def test_dotplot_group_colors_raises_error_on_missing_dep(monkeypatch): + """Check that an informative ImportError is raised when colour-science is missing.""" + import sys + + # Remove colour from sys.modules if present and block reimport + monkeypatch.setitem(sys.modules, "colour", None) + + adata = pbmc68k_reduced() + markers = ["CD79A"] + group_colors = {"CD19+ B": "blue"} + + with pytest.raises(ImportError, match="pip install colour-science"): + sc.pl.dotplot( + adata, + markers, + groupby="bulk_labels", + group_colors=group_colors, + show=False, + ) -@pytest.mark.parametrize(("name", "swap_axes"), params_dotplot_group_cmaps) -def test_dotplot_group_cmaps(image_comparer, name, swap_axes): - """Check group_cmaps parameter with custom color maps per group.""" +@needs.colour +@pytest.mark.parametrize( + ("name", "swap_axes"), + [ + ("dotplot_group_colors", False), + ("dotplot_group_colors_swap_axes", True), + ], +) +def test_dotplot_group_colors(image_comparer, name, swap_axes): + """Check group_colors parameter with custom colors per group.""" save_and_compare_images = partial(image_comparer, ROOT, tol=15) adata = pbmc68k_reduced() markers = ["SERPINB1", "IGFBP7", "GNLY", "IFITM1", "IMP3", "UBALD2", "LTB", "CLPP"] - group_cmaps = { - "CD14+ Monocyte": "Greys", - "Dendritic": "Purples", - "CD8+ Cytotoxic T": "Reds", - "CD8+/CD45RA+ Naive Cytotoxic": "Greens", - "CD4+/CD45RA+/CD25- Naive T": "Oranges", - "CD4+/CD25 T Reg": "Blues", - "CD4+/CD45RO+ Memory": "hot", - "CD19+ B": "cool", - "CD56+ NK": "winter", - "CD34+": "copper", + group_colors = { + "CD14+ Monocyte": "gray", + "Dendritic": "#a65628", # brown + "CD8+ Cytotoxic T": "red", + "CD8+/CD45RA+ Naive Cytotoxic": "green", + "CD4+/CD45RA+/CD25- Naive T": "orange", + "CD4+/CD25 T Reg": "blue", + "CD4+/CD45RO+ Memory": "#ff7f00", # orange + "CD19+ B": "#984ea3", # purple + "CD56+ NK": "pink", + "CD34+": "cyan", } sc.pl.dotplot( adata, markers, groupby="bulk_labels", - group_cmaps=group_cmaps, + group_colors=group_colors, dendrogram=True, swap_axes=swap_axes, show=False, @@ -1898,14 +1920,75 @@ def test_dotplot_group_cmaps(image_comparer, name, swap_axes): save_and_compare_images(name) -def test_dotplot_group_cmaps_raises_error(): - """Check that a ValueError is raised for missing groups in group_cmaps.""" +@needs.colour +def test_dotplot_group_colors_fallback(image_comparer): + """Check that fallback to default cmap works for groups not in group_colors.""" + save_and_compare_images = partial(image_comparer, ROOT, tol=15) + + adata = pbmc68k_reduced() + + markers = ["SERPINB1", "IGFBP7", "GNLY", "IFITM1"] + + # Intentionally incomplete dict to test fallback + group_colors = { + "CD14+ Monocyte": "gray", + "Dendritic": "purple", + } + + # Expect warning about missing groups since we only specify 2 of 10 groups + with pytest.warns( + UserWarning, match="will use the default colormap as no specific colors" + ): + sc.pl.dotplot( + adata, + markers, + groupby="bulk_labels", + group_colors=group_colors, + cmap="Reds", # Fallback cmap + dendrogram=True, + show=False, + ) + save_and_compare_images("dotplot_group_colors_fallback") + + +@needs.colour +def test_dotplot_group_colors_warns_on_cmap(): + """Check that a warning is raised when both cmap and group_colors are passed.""" adata = pbmc68k_reduced() markers = ["CD79A"] - # Intentionally incomplete dictionary to trigger the error - group_cmaps = {"CD19+ B": "Blues"} + group_colors = {"CD19+ B": "blue"} - with pytest.raises(ValueError, match="missing from the `group_cmaps` dictionary"): + # Expect both warnings: one for cmap+group_colors, one for missing groups + with pytest.warns(UserWarning, match="cmap|colormap") as record: sc.pl.dotplot( - adata, markers, groupby="bulk_labels", group_cmaps=group_cmaps, show=False - ) \ No newline at end of file + adata, + markers, + groupby="bulk_labels", + group_colors=group_colors, + cmap="viridis", + show=False, + ) + # Check that we got both expected warnings + warning_messages = [str(w.message) for w in record] + assert any("Both `cmap` and `group_colors`" in msg for msg in warning_messages) + assert any("no specific colors were assigned" in msg for msg in warning_messages) + + +@needs.colour +def test_dotplot_group_colors_warns_on_missing_groups(): + """Check that a warning is raised when not all groups have colors assigned.""" + adata = pbmc68k_reduced() + markers = ["CD79A"] + # Only assign color to one group - others should trigger warning + group_colors = {"CD19+ B": "blue"} + + with pytest.warns( + UserWarning, match="will use the default colormap as no specific colors" + ): + sc.pl.dotplot( + adata, + markers, + groupby="bulk_labels", + group_colors=group_colors, + show=False, + ) From f5cc9ae11960333a6c2c141cb08f46cb789b4020 Mon Sep 17 00:00:00 2001 From: rwbaber <97636743+rwbaber@users.noreply.github.com> Date: Mon, 22 Dec 2025 00:26:58 +0100 Subject: [PATCH 04/10] fix: Update DotPlots from artifacts and restore others from main --- tests/_images/dotplot/expected.png | Bin 12523 -> 13825 bytes tests/_images/dotplot2/expected.png | Bin 17337 -> 19244 bytes tests/_images/dotplot3/expected.png | Bin 13511 -> 15291 bytes tests/_images/dotplot_dict/expected.png | Bin 13855 -> 15152 bytes tests/_images/dotplot_obj/expected.png | Bin 27185 -> 29491 bytes .../dotplot_obj_std_scale_group/expected.png | Bin 27701 -> 29899 bytes .../expected.png | Bin 27012 -> 28912 bytes .../dotplot_obj_std_scale_var/expected.png | Bin 27122 -> 29520 bytes .../expected.png | Bin 26646 -> 28944 bytes .../dotplot_obj_swap_axes/expected.png | Bin 26700 -> 28902 bytes .../dotplot_std_scale_group/expected.png | Bin 10923 -> 12623 bytes tests/_images/dotplot_totals/expected.png | Bin 8931 -> 10810 bytes tests/_images/highest_expr_genes/expected.png | Bin 9446 -> 11545 bytes tests/_images/matrixplot/expected.png | Bin 5031 -> 5577 bytes tests/_images/matrixplot2/expected.png | Bin 6392 -> 7465 bytes .../matrixplot_std_scale_group/expected.png | Bin 6115 -> 6878 bytes .../expected.png | Bin 6380 -> 7423 bytes tests/_images/pca_loadings/expected.png | Bin 15975 -> 18431 bytes .../pca_loadings_without_lowest/expected.png | Bin 19206 -> 21584 bytes .../expected.png | Bin 15282 -> 18150 bytes tests/_images/scrublet/expected.png | Bin 5307 -> 6423 bytes .../scrublet_no_threshold/expected.png | Bin 5284 -> 6382 bytes .../scrublet_with_batches/expected.png | Bin 10442 -> 12841 bytes tests/_images/stacked_violin/expected.png | Bin 7224 -> 8043 bytes .../stacked_violin_no_cat_obs/expected.png | Bin 12057 -> 13343 bytes .../expected.png | Bin 7821 -> 9009 bytes .../expected.png | Bin 8453 -> 9526 bytes 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zW0^O(4PV_E5r!eR&O0VmZ(A?Gnbyn;x8hu13933gG%2~51z6$W{|dNXFxZyJI%qLB zB-XR0?P!E)wayqr>hcd%Yjf&;TEQ{`AEt_HKOV!@Y)$-(T*Jv+{z-ayOZFdcbrTyt z2%a+GEF=5VAA~FK?sN}(qIAUISbA!c;}l*uAsO%;$()l`$c5!>iVbZ`BU3l%A2DX& zzxoj%X<_5(D0lF!%Is3$c^{_psX_*Ci*dQds7xVWk Date: Mon, 22 Dec 2025 01:24:53 +0100 Subject: [PATCH 05/10] test: Add functional tests for Codecov --- tests/test_plotting.py | 97 ++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 97 insertions(+) diff --git a/tests/test_plotting.py b/tests/test_plotting.py index a38384210d..6627fdc4d1 100644 --- a/tests/test_plotting.py +++ b/tests/test_plotting.py @@ -1992,3 +1992,100 @@ def test_dotplot_group_colors_warns_on_missing_groups(): group_colors=group_colors, show=False, ) + + +@needs.colour +def test_dotplot_group_colors_coverage(): + """Test to ensure full code coverage for group_colors feature.""" + import matplotlib.pyplot as plt + + adata = pbmc68k_reduced() + markers = ["CD79A", "CD3D", "CST3"] + + # Test with complete group_colors to exercise _create_white_to_color_gradient + group_colors = { + cat: f"C{i}" for i, cat in enumerate(adata.obs["bulk_labels"].cat.categories) + } + + # Create DotPlot and call make_figure to exercise _plot_stacked_colorbars + dp = sc.pl.DotPlot( + adata, + markers, + groupby="bulk_labels", + group_colors=group_colors, + ) + dp.make_figure() + + # Verify group_cmaps was created + assert dp.group_cmaps is not None + assert len(dp.group_cmaps) == len(adata.obs["bulk_labels"].cat.categories) + + # Check that each group has a colormap (not a string) + for group, cmap in dp.group_cmaps.items(): + assert callable(cmap), f"Expected colormap for {group}, got {type(cmap)}" + + plt.close() + + +@needs.colour +def test_dotplot_group_colors_with_string_fallback(): + """Test the fallback case where group_cmap is a string (default cmap).""" + import matplotlib.pyplot as plt + + adata = pbmc68k_reduced() + markers = ["CD79A"] + + # Only one group has a color, others fall back to default cmap (string) + group_colors = {"CD19+ B": "blue"} + + with pytest.warns( + UserWarning, match="will use the default colormap as no specific colors" + ): + dp = sc.pl.DotPlot( + adata, + markers, + groupby="bulk_labels", + group_colors=group_colors, + ) + + dp.make_figure() + + # Verify the fallback groups have the default cmap + for group, cmap in dp.group_cmaps.items(): + if group == "CD19+ B": + # This should be a ListedColormap + assert callable(cmap) + + plt.close() + + +@needs.colour +def test_create_white_to_color_gradient(): + """Test the _create_white_to_color_gradient utility function.""" + import numpy as np + from matplotlib.colors import ListedColormap + + from scanpy.plotting._utils import _create_white_to_color_gradient + + # Test with various color formats + test_colors = [ + "red", # named color + "#ff0000", # hex + (1.0, 0.0, 0.0), # RGB tuple + "C0", # matplotlib cycle color + ] + + for color in test_colors: + cmap = _create_white_to_color_gradient(color) + + # Check it returns a ListedColormap + assert isinstance(cmap, ListedColormap), f"Failed for color: {color}" + + # Check the colormap has 256 colors by default + assert len(cmap.colors) == 256, f"Wrong number of colors for: {color}" + + # Check first color is white (or very close to it) + first_color = cmap.colors[0] + assert np.allclose(first_color[:3], [1.0, 1.0, 1.0], atol=0.01), ( + f"First color should be white for: {color}" + ) From 7f274247e0d876b18b99eb79e02dfd5aacc33d13 Mon Sep 17 00:00:00 2001 From: rwbaber <97636743+rwbaber@users.noreply.github.com> Date: Mon, 22 Dec 2025 01:44:44 +0100 Subject: [PATCH 06/10] ci: Add plotting extra to test dependencies for Codecov --- pyproject.toml | 1 + 1 file changed, 1 insertion(+) diff --git a/pyproject.toml b/pyproject.toml index 09f03b1799..a7354bd831 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -108,6 +108,7 @@ test = [ "scanpy[leiden]", "scanpy[skmisc]", "scanpy[dask-ml]", + "scanpy[plotting]", ] doc = [ "sphinx>=8.2.3", From 4b15dd663953a81af54960541bb0bcda61fb96f8 Mon Sep 17 00:00:00 2001 From: rwbaber <97636743+rwbaber@users.noreply.github.com> Date: Tue, 23 Dec 2025 01:19:57 +0100 Subject: [PATCH 07/10] fix: Revert pyproject.toml and use mocker fixture for coverage --- pyproject.toml | 1 - tests/test_plotting.py | 122 ++++++++++++----------------------------- 2 files changed, 36 insertions(+), 87 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index a7354bd831..09f03b1799 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -108,7 +108,6 @@ test = [ "scanpy[leiden]", "scanpy[skmisc]", "scanpy[dask-ml]", - "scanpy[plotting]", ] doc = [ "sphinx>=8.2.3", diff --git a/tests/test_plotting.py b/tests/test_plotting.py index 6627fdc4d1..01d025fb9b 100644 --- a/tests/test_plotting.py +++ b/tests/test_plotting.py @@ -1994,98 +1994,48 @@ def test_dotplot_group_colors_warns_on_missing_groups(): ) -@needs.colour -def test_dotplot_group_colors_coverage(): - """Test to ensure full code coverage for group_colors feature.""" - import matplotlib.pyplot as plt - - adata = pbmc68k_reduced() - markers = ["CD79A", "CD3D", "CST3"] - - # Test with complete group_colors to exercise _create_white_to_color_gradient - group_colors = { - cat: f"C{i}" for i, cat in enumerate(adata.obs["bulk_labels"].cat.categories) - } - - # Create DotPlot and call make_figure to exercise _plot_stacked_colorbars - dp = sc.pl.DotPlot( - adata, - markers, - groupby="bulk_labels", - group_colors=group_colors, - ) - dp.make_figure() +def test_dotplot_group_colors_coverage_mock(mocker): + """Force-runs the group_colors logic using a MOCK 'colour' library. Uses the built-in 'mocker' fixture to avoid top-level imports.""" + import importlib + import sys - # Verify group_cmaps was created - assert dp.group_cmaps is not None - assert len(dp.group_cmaps) == len(adata.obs["bulk_labels"].cat.categories) + import scanpy.plotting._dotplot + import scanpy.plotting._utils - # Check that each group has a colormap (not a string) - for group, cmap in dp.group_cmaps.items(): - assert callable(cmap), f"Expected colormap for {group}, got {type(cmap)}" + # 1. Create a Fake 'colour' library using the existing 'mocker' fixture + mock_colour = mocker.MagicMock() + # Fake OKLab conversion returning a red-ish color + mock_colour.convert.return_value = np.array([0.6, 0.2, 0.1]) + # Fake Gradient returning random RGBs (256 steps) + mock_colour.algebra.lerp.return_value = np.random.rand(256, 3) - plt.close() + # 2. Patch 'sys.modules' so Python thinks 'colour' is installed + # mocker.patch.dict automatically undoes itself after the test! + mocker.patch.dict(sys.modules, {"colour": mock_colour}) + # We MUST reload the modules so they detect the "installed" package + importlib.reload(scanpy.plotting._utils) + importlib.reload(scanpy.plotting._dotplot) -@needs.colour -def test_dotplot_group_colors_with_string_fallback(): - """Test the fallback case where group_cmap is a string (default cmap).""" - import matplotlib.pyplot as plt - - adata = pbmc68k_reduced() - markers = ["CD79A"] - - # Only one group has a color, others fall back to default cmap (string) - group_colors = {"CD19+ B": "blue"} + try: + # 3. Setup dummy data (no need for external helpers) + adata = AnnData( + X=np.random.rand(4, 2), + obs=pd.DataFrame({"group": ["A", "B", "A", "B"]}), + var=pd.DataFrame(index=["gene1", "gene2"]), + ) - with pytest.warns( - UserWarning, match="will use the default colormap as no specific colors" - ): - dp = sc.pl.DotPlot( + # 4. Run the DotPlot with group_colors + # This executes the "RED" lines in _dotplot.py even on CI + sc.pl.dotplot( adata, - markers, - groupby="bulk_labels", - group_colors=group_colors, + ["gene1", "gene2"], + groupby="group", + group_colors={"A": "red", "B": "blue"}, + show=False, ) - dp.make_figure() - - # Verify the fallback groups have the default cmap - for group, cmap in dp.group_cmaps.items(): - if group == "CD19+ B": - # This should be a ListedColormap - assert callable(cmap) - - plt.close() - - -@needs.colour -def test_create_white_to_color_gradient(): - """Test the _create_white_to_color_gradient utility function.""" - import numpy as np - from matplotlib.colors import ListedColormap - - from scanpy.plotting._utils import _create_white_to_color_gradient - - # Test with various color formats - test_colors = [ - "red", # named color - "#ff0000", # hex - (1.0, 0.0, 0.0), # RGB tuple - "C0", # matplotlib cycle color - ] - - for color in test_colors: - cmap = _create_white_to_color_gradient(color) - - # Check it returns a ListedColormap - assert isinstance(cmap, ListedColormap), f"Failed for color: {color}" - - # Check the colormap has 256 colors by default - assert len(cmap.colors) == 256, f"Wrong number of colors for: {color}" - - # Check first color is white (or very close to it) - first_color = cmap.colors[0] - assert np.allclose(first_color[:3], [1.0, 1.0, 1.0], atol=0.01), ( - f"First color should be white for: {color}" - ) + finally: + # Cleanup: Reload modules back to original state so we don't break other tests + importlib.reload(scanpy.plotting._utils) + importlib.reload(scanpy.plotting._dotplot) From 5776567b2432e5d109d55e1ddb27c8c7e2d372cf Mon Sep 17 00:00:00 2001 From: rwbaber <97636743+rwbaber@users.noreply.github.com> Date: Tue, 23 Dec 2025 02:13:27 +0100 Subject: [PATCH 08/10] fix: Add explicit string indices to mock test to fix AnnData warning --- tests/test_plotting.py | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/tests/test_plotting.py b/tests/test_plotting.py index 01d025fb9b..054fad85de 100644 --- a/tests/test_plotting.py +++ b/tests/test_plotting.py @@ -2010,7 +2010,6 @@ def test_dotplot_group_colors_coverage_mock(mocker): mock_colour.algebra.lerp.return_value = np.random.rand(256, 3) # 2. Patch 'sys.modules' so Python thinks 'colour' is installed - # mocker.patch.dict automatically undoes itself after the test! mocker.patch.dict(sys.modules, {"colour": mock_colour}) # We MUST reload the modules so they detect the "installed" package @@ -2018,15 +2017,17 @@ def test_dotplot_group_colors_coverage_mock(mocker): importlib.reload(scanpy.plotting._dotplot) try: - # 3. Setup dummy data (no need for external helpers) + # 3. Setup dummy data WITH STRING INDICES to satisfy AnnData strictness adata = AnnData( X=np.random.rand(4, 2), - obs=pd.DataFrame({"group": ["A", "B", "A", "B"]}), + obs=pd.DataFrame( + {"group": ["A", "B", "A", "B"]}, + index=["c1", "c2", "c3", "c4"], # <--- FIXED: Explicit string indices + ), var=pd.DataFrame(index=["gene1", "gene2"]), ) # 4. Run the DotPlot with group_colors - # This executes the "RED" lines in _dotplot.py even on CI sc.pl.dotplot( adata, ["gene1", "gene2"], @@ -2036,6 +2037,6 @@ def test_dotplot_group_colors_coverage_mock(mocker): ) finally: - # Cleanup: Reload modules back to original state so we don't break other tests + # Cleanup: Reload modules back to original state importlib.reload(scanpy.plotting._utils) importlib.reload(scanpy.plotting._dotplot) From b20011a910fb34932a689711ba7cfa5f504609d3 Mon Sep 17 00:00:00 2001 From: rwbaber <97636743+rwbaber@users.noreply.github.com> Date: Tue, 23 Dec 2025 02:25:06 +0100 Subject: [PATCH 09/10] fix: Restore parent package references in mock test cleanup --- tests/test_plotting.py | 12 +++++++++--- 1 file changed, 9 insertions(+), 3 deletions(-) diff --git a/tests/test_plotting.py b/tests/test_plotting.py index 054fad85de..662cff3d95 100644 --- a/tests/test_plotting.py +++ b/tests/test_plotting.py @@ -1999,6 +1999,7 @@ def test_dotplot_group_colors_coverage_mock(mocker): import importlib import sys + import scanpy.plotting # <--- Need this to fix the reference later import scanpy.plotting._dotplot import scanpy.plotting._utils @@ -2017,12 +2018,11 @@ def test_dotplot_group_colors_coverage_mock(mocker): importlib.reload(scanpy.plotting._dotplot) try: - # 3. Setup dummy data WITH STRING INDICES to satisfy AnnData strictness + # 3. Setup dummy data WITH STRING INDICES adata = AnnData( X=np.random.rand(4, 2), obs=pd.DataFrame( - {"group": ["A", "B", "A", "B"]}, - index=["c1", "c2", "c3", "c4"], # <--- FIXED: Explicit string indices + {"group": ["A", "B", "A", "B"]}, index=["c1", "c2", "c3", "c4"] ), var=pd.DataFrame(index=["gene1", "gene2"]), ) @@ -2040,3 +2040,9 @@ def test_dotplot_group_colors_coverage_mock(mocker): # Cleanup: Reload modules back to original state importlib.reload(scanpy.plotting._utils) importlib.reload(scanpy.plotting._dotplot) + + # CRITICAL FIX: Re-link the class in the parent package. + # This ensures 'sc.pl.DotPlot' points to the same class as the reloaded module, + # preventing "isinstance" failures in subsequent tests. + scanpy.plotting.DotPlot = scanpy.plotting._dotplot.DotPlot + scanpy.plotting.dotplot = scanpy.plotting._dotplot.dotplot From 762609c13ce34a044cbabcd518ebe529d76cb162 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 23 Dec 2025 01:29:04 +0000 Subject: [PATCH 10/10] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- src/scanpy/plotting/_dotplot.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/src/scanpy/plotting/_dotplot.py b/src/scanpy/plotting/_dotplot.py index dc17f5ed6c..f9041185c6 100644 --- a/src/scanpy/plotting/_dotplot.py +++ b/src/scanpy/plotting/_dotplot.py @@ -244,7 +244,7 @@ def __init__( # noqa: PLR0913 def _prepare_dot_data(self, dot_color_df, dot_size_df): """Calculate the dataframes for dot size and color. - + Refactored to helper to satisfy complexity checks. """ # for if category defined by groupby (if any) compute for each var_name @@ -657,12 +657,12 @@ def _plot_stacked_colorbars(self, fig, colorbar_area_spec, normalize): ax = fig.add_subplot( colorbar_gs[i, 0] ) # Place the colorbar Axes in the first, wider column - + # self.group_cmaps[group_name] is already a Colormap object (or string from fallback) cmap = self.group_cmaps[group_name] if isinstance(cmap, str): cmap = colormaps.get_cmap(cmap) - + mappable = ScalarMappable(norm=legend_norm, cmap=cmap) cb = matplotlib.colorbar.Colorbar( @@ -1216,4 +1216,4 @@ def dotplot( # noqa: PLR0913 savefig_or_show(DotPlot.DEFAULT_SAVE_PREFIX, show=show, save=save) show = settings.autoshow if show is None else show if not show: - return dp.get_axes() \ No newline at end of file + return dp.get_axes()

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