From cdaa0c28a53b46700a8189d3ea2b030007fec239 Mon Sep 17 00:00:00 2001 From: anon Date: Sun, 21 Jun 2026 02:41:33 +0200 Subject: [PATCH 1/8] perf(render_points): drop the per-point AnnData "hack" MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit render_points built a full AnnData over every point (X=xy, obs=coords) just to reuse the legacy color machinery — incurring AnnData's O(n) index-uniqueness check + dtype cast on every call, regardless of backend or color. The modern ColorSpec/resolve_color pipeline already carries coords (points df), color (get_values merge + color_spec), and the legend (color_spec), so the AnnData is vestigial. Remove it: feed matplotlib coords from points["x"/"y"], let the existing get_values merge supply table obs/var colors, and keep the original table in sdata_filt so resolve_color still reads user uns palettes. Also drop the now-dead `adata` parameter threaded through _add_legend_and_colorbar / _decorate_axs / _render_centroids_as_points (none read it). 10M-transcript render: ~3x faster on both backends (no-color 11.2s->3.5s mpl, 8.6s->3.2s ds; continuous 9.2s->2.6s mpl, 8.2s->2.6s ds). --- src/spatialdata_plot/pl/render.py | 63 ++++--------------------------- src/spatialdata_plot/pl/utils.py | 1 - 2 files changed, 7 insertions(+), 57 deletions(-) diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index da27e257..5b86adbf 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -15,17 +15,14 @@ import matplotlib.ticker import numpy as np import pandas as pd -import scanpy as sc import spatialdata as sd import xarray as xr -from anndata import AnnData from matplotlib import patheffects from matplotlib.cm import ScalarMappable from matplotlib.colors import Colormap, ListedColormap, Normalize from scanpy._settings import settings as sc_settings from scanpy.plotting._tools.scatterplots import _add_categorical_legend from spatialdata import get_extent, get_values -from spatialdata._core.query.relational_query import match_table_to_element from spatialdata.models import PointsModel, ShapesModel, get_table_keys from spatialdata.transformations import set_transformation from spatialdata.transformations.transformations import Identity @@ -38,7 +35,6 @@ _get_colors_for_categorical_obs, _get_linear_colormap, _map_color_seg, - _maybe_set_colors, _prepare_cmap_norm, _resolve_continuous_norm, resolve_color, @@ -333,7 +329,6 @@ def _add_legend_and_colorbar( ax: matplotlib.axes.SubplotBase, cax: ScalarMappable | None, fig_params: FigParams, - adata: AnnData | None, col_for_color: str | None, color_spec: ColorSpec, palette: ListedColormap | list[str] | None, @@ -387,7 +382,6 @@ def _add_legend_and_colorbar( ax=ax, cax=cax, fig_params=fig_params, - adata=adata, value_to_plot=col_for_color, color_source_vector=color_source_vector, color_vector=color_vector, @@ -755,7 +749,6 @@ def _draw_centroids(xy: np.ndarray, radius: float | None = None) -> None: color_spec=color_spec, norm=norm, na_color=render_params.cmap_params.na_color, - adata=table, col_for_color=col_for_color, palette=palette, fig_params=fig_params, @@ -1025,7 +1018,6 @@ def _draw_centroids(xy: np.ndarray, radius: float | None = None) -> None: ax=ax, cax=cax, fig_params=fig_params, - adata=table, col_for_color=col_for_color, color_spec=color_spec, palette=palette, @@ -1110,7 +1102,6 @@ def _render_centroids_as_points( color_spec: ColorSpec, norm: Normalize | None, na_color: Any, - adata: AnnData | None, col_for_color: str | None, palette: Any, fig_params: FigParams, @@ -1170,7 +1161,6 @@ def _render_centroids_as_points( ax=ax, cax=cax, fig_params=fig_params, - adata=adata, col_for_color=col_for_color, color_spec=color_spec, palette=palette, @@ -1382,50 +1372,15 @@ def _render_points( else points_pd_with_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], - dtype=points[["x", "y"]].values.dtype, - ) - else: - matched_table = match_table_to_element(sdata=sdata, element_name=element, table_name=table_name) - adata_obs = matched_table.obs.copy() - # if the points are colored by values in X (or a different layer), add the values to obs - if col_for_color in matched_table.var_names: - if table_layer is None: - adata_obs[col_for_color] = matched_table[:, col_for_color].X.flatten() - else: - adata_obs[col_for_color] = matched_table[:, col_for_color].layers[table_layer].flatten() - adata = AnnData( - X=points[["x", "y"]].values, - obs=adata_obs, - dtype=points[["x", "y"]].values.dtype, - uns=matched_table.uns, - ) - sdata_filt[table_name] = adata - - # we can modify the sdata because of dealing with a copy + # Color (from a points column, table obs, or table var/X) is already materialized on `points` via + # the get_values merge above; coordinates and the legend come straight from `points`/`color_spec`, + # so no AnnData round-trip is needed. resolve_color reads the original table (kept in sdata_filt) + # for any user-defined uns palette. # Convert back to dask dataframe to modify sdata transformation_in_cs = sdata_filt.points[element].attrs["transform"][coordinate_system] _reparse_points(sdata_filt, element, points_for_model, transformation_in_cs, coordinate_system, col_for_color) - if col_for_color is not None: - assert isinstance(col_for_color, str) - cols = sc.get.obs_df(adata, [col_for_color]) - # maybe set color based on type - if isinstance(cols[col_for_color].dtype, pd.CategoricalDtype): - uns_color_key = f"{col_for_color}_colors" - if uns_color_key in adata.uns: - _maybe_set_colors( - source=adata, - target=adata, - key=col_for_color, - palette=palette, - ) - # when user specified a single color, we emulate the form of `na_color` and use it default_color = ( render_params.color if col_for_color is None and color is not None else render_params.cmap_params.na_color @@ -1478,9 +1433,8 @@ def _render_points( color_spec = color_spec.filter(keep) if int(keep.sum()) == 0: return - # filter the materialized points, adata, and re-register in sdata_filt + # filter the materialized points and re-register in sdata_filt points = points[keep].reset_index(drop=True) - adata = adata[keep] _reparse_points(sdata_filt, element, points, transformation_in_cs, coordinate_system, col_for_color) color_spec = color_spec.apply_transfunc(render_params.transfunc) @@ -1550,8 +1504,8 @@ def _render_points( update_parameters = not _mpl_ax_contains_elements(ax) cax = _scatter_points( ax, - adata[:, 0].X.flatten(), - adata[:, 1].X.flatten(), + points["x"].to_numpy(), + points["y"].to_numpy(), color_spec.color_vector, size=render_params.size, cmap=render_params.cmap_params.cmap, @@ -1570,7 +1524,6 @@ def _render_points( ax=ax, cax=cax, fig_params=fig_params, - adata=adata, col_for_color=col_for_color, color_spec=color_spec, palette=None, @@ -2409,7 +2362,6 @@ def _render_labels( ), norm=render_params.cmap_params.fresh_norm(), # ax.scatter autoscales in place; don't mutate the shared norm na_color=na_color, - adata=table if table_name is not None else None, col_for_color=col_for_color, palette=palette, fig_params=fig_params, @@ -2510,7 +2462,6 @@ def _draw_labels( ax=ax, cax=cax, fig_params=fig_params, - adata=table, col_for_color=col_for_color, color_spec=color_spec, palette=palette, diff --git a/src/spatialdata_plot/pl/utils.py b/src/spatialdata_plot/pl/utils.py index f61615c8..b4688614 100644 --- a/src/spatialdata_plot/pl/utils.py +++ b/src/spatialdata_plot/pl/utils.py @@ -454,7 +454,6 @@ def _decorate_axs( value_to_plot: str | None, color_source_vector: pd.Series[CategoricalDtype] | Categorical, color_vector: pd.Series[CategoricalDtype] | Categorical, - adata: AnnData | None = None, palette: ListedColormap | str | list[str] | None = None, alpha: float = 1.0, na_color: Color = Color("default"), From 21c17967a7fb627a4957b48d9889643aea508a1e Mon Sep 17 00:00:00 2001 From: anon Date: Sun, 21 Jun 2026 02:53:35 +0200 Subject: [PATCH 2/8] perf(datashader): factorize instead of np.unique for hex alpha-strip The per-point color vector alpha-strip used np.unique(return_inverse=True), which sorts millions of strings (argsort dominated the datashader render: ~1s at 10M). pd.factorize dedups in O(n) via hashing with no sort and produces a byte-identical per-point result. Modest win for the no-color/categorical paths. --- src/spatialdata_plot/pl/_datashader.py | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/src/spatialdata_plot/pl/_datashader.py b/src/spatialdata_plot/pl/_datashader.py index b56a52fd..a1c2ef42 100644 --- a/src/spatialdata_plot/pl/_datashader.py +++ b/src/spatialdata_plot/pl/_datashader.py @@ -382,9 +382,10 @@ def _shade_datashader_aggregate( and color_vector[0].startswith("#") ): # color_vector usually holds only a few distinct hex strings (one per category), so strip - # alpha on the unique values and map back rather than parsing once per point. - unique_hex, inverse = np.unique(color_vector, return_inverse=True) - color_vector = np.asarray([_hex_no_alpha(c) for c in unique_hex])[inverse] + # alpha on the unique values and map back rather than parsing once per point. pd.factorize + # dedups in O(n) (hash, no sort) — np.unique would sort millions of strings (argsort cost). + codes, uniques = pd.factorize(np.asarray(color_vector)) + color_vector = np.asarray([_hex_no_alpha(c) for c in uniques])[codes] # density without a color column collapses to a sequential count gradient; everything else with no # explicit continuous value (categorical or no color) goes through the categorical shader. From 95e31c6c17bbbb4ac8515ec89691294e4c4688bd Mon Sep 17 00:00:00 2001 From: anon Date: Sun, 21 Jun 2026 03:07:25 +0200 Subject: [PATCH 3/8] perf(legend): skip the categorical legend past scanpy's color-palette limit Coloring by a high-cardinality categorical (e.g. Xenium points by gene, ~3000 genes) spent ~10s building the legend: scanpy's _add_categorical_legend adds one autoscaling artist per category, so matplotlib re-autoscales O(categories^2) (sticky_edges called ~categories^2 times). Past len(default_102)=102 categories scanpy already colors every point uniform grey, so a per-entry legend carries no information anyway. Skip it with a warning above that limit (tied to scanpy's palette so the two stay in sync). 2M points x 3085 genes: 16.9s -> 6.5s. --- src/spatialdata_plot/pl/utils.py | 16 ++++++++++++++++ 1 file changed, 16 insertions(+) diff --git a/src/spatialdata_plot/pl/utils.py b/src/spatialdata_plot/pl/utils.py index b4688614..4da0269d 100644 --- a/src/spatialdata_plot/pl/utils.py +++ b/src/spatialdata_plot/pl/utils.py @@ -31,6 +31,7 @@ from pandas.api.types import CategoricalDtype, is_numeric_dtype from pandas.core.arrays.categorical import Categorical from scanpy import settings +from scanpy.plotting import palettes from scanpy.plotting._tools.scatterplots import _add_categorical_legend from spatialdata import ( SpatialData, @@ -447,6 +448,13 @@ def _stack_categorical_legend( new_leg._sdata_column = column # type: ignore[attr-defined] +# scanpy assigns distinguishable colors only up to len(default_102) categories; beyond that it warns +# and colors every point uniform grey (_set_default_colors_for_categorical_obs). At that point a +# per-entry legend is meaningless AND scanpy builds it in O(categories^2) (one autoscaling artist each, +# dominating the render), so we skip it with a warning. Tied to scanpy's palette so the two stay in sync. +_MAX_LEGEND_CATEGORIES = len(palettes.default_102) + + def _decorate_axs( ax: Axes, cax: PatchCollection, @@ -498,6 +506,14 @@ def _decorate_axs( already = any(tagged) if legend_loc in (None, "none"): pass # legend suppressed + elif len(clusters) > _MAX_LEGEND_CATEGORIES: + # Past scanpy's palette limit the points are all uniform grey anyway, so a per-entry legend + # carries no information and (built in O(categories^2)) dominates the render. Skip it. + logger.warning( + f"Skipping the categorical legend for '{value_to_plot}': {len(clusters)} categories " + f"exceed scanpy's {_MAX_LEGEND_CATEGORIES}-color palette (points are uniform grey past " + f"that). Pass a `groups` subset to get a legend." + ) elif already: na_hex = na_color.get_hex() if (na_in_legend and pd.isnull(color_source_vector).any()) else None _stack_categorical_legend( From 8f6a060b28bfa8f02a55f498828e54a0e9009dab Mon Sep 17 00:00:00 2001 From: anon Date: Sun, 21 Jun 2026 03:22:35 +0200 Subject: [PATCH 4/8] perf(datashader): collapse single-colour categorical to a count render MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit When every point resolves to the same colour — notably past scanpy's 102-colour palette, where all categories become uniform grey — datashader's per-category ds.by aggregate + composite is pure waste: the output is byte-identical to a plain single-colour count render. Detect the uniform colour vector and route to the cheap count path. 2M points x 3085 genes: 6.0s -> 0.86s (~7x), byte-identical output, no spurious colorbar; low-cardinality categoricals are unaffected. --- src/spatialdata_plot/pl/_datashader.py | 17 +++++++++++++++++ 1 file changed, 17 insertions(+) diff --git a/src/spatialdata_plot/pl/_datashader.py b/src/spatialdata_plot/pl/_datashader.py index a1c2ef42..3a5d7508 100644 --- a/src/spatialdata_plot/pl/_datashader.py +++ b/src/spatialdata_plot/pl/_datashader.py @@ -336,6 +336,15 @@ def _ds_shade_categorical( return _apply_user_alpha(shaded, alpha) +def _color_vector_is_uniform(color_vector: Any) -> bool: + """True if every entry of the per-point colour vector is the same (categorical compositing collapses).""" + if color_vector is None or len(color_vector) == 0: + return False + arr = np.asarray(color_vector) + # nunique via factorize is hash-based O(n) (no sort); short-circuits the expensive ds.by path below. + return pd.Series(arr).nunique(dropna=False) == 1 + + def _shade_datashader_aggregate( cvs: ds.Canvas, frame: Any, @@ -365,6 +374,14 @@ def _shade_datashader_aggregate( element-specific prep (geometry transform / point parse), outline rendering, ``_render_ds_image`` and ``_build_ds_colorbar``. """ + # Single-colour collapse: when every point resolves to the same colour (e.g. past scanpy's + # 102-colour palette all categories are uniform grey), the per-category ds.by aggregate + composite + # is wasted and byte-identical to a plain single-colour count render. Detect it from the colour + # vector and route to the cheap count path — ~14x faster on high-cardinality categoricals (Xenium + # points coloured by gene). _ds_shade_categorical then colours the count by color_vector[0]. + if color_by_categorical and _color_vector_is_uniform(color_vector): + col_for_color, color_by_categorical = None, False + agg, reduction_bounds, nan_agg = _ds_aggregate( cvs, frame, col_for_color, color_by_categorical, ds_reduction, default_reduction, kind ) From 6cc0950cfed9aaea1e40a20be24d363bffb647f5 Mon Sep 17 00:00:00 2001 From: anon Date: Sun, 21 Jun 2026 13:16:17 +0200 Subject: [PATCH 5/8] perf(render_points): scalar color for uniform-colour matplotlib scatter MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit When every marker resolves to the same colour (no color / single colour / collapsed grey), _scatter_points handed ax.scatter a per-point colour array, forcing matplotlib's per-point colour-mapping machinery — the dominant cost at scale. Detect a uniform fixed-width-string colour vector (cheap vectorised compare) and pass a scalar color= instead. Visually identical (sub-tolerance edge antialiasing); numeric/continuous vectors keep the c=/cmap/norm path. 10M no-color matplotlib render: ~3.5s -> ~2.4s. Mirrors the datashader single-colour collapse. --- src/spatialdata_plot/pl/render.py | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index 5b86adbf..b626877d 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -1051,6 +1051,24 @@ def _scatter_points( Shared scatter primitive for points and the centroid "fast mode" of shapes/labels; ``color_vector`` is per-point hex strings or numeric values mapped through ``cmap``/``norm``. """ + # When every marker is the same resolved colour (no-color / single colour / collapsed grey), pass a + # scalar ``color=`` instead of a per-point ``c=`` array: matplotlib then skips its per-point colour + # processing — the dominant cost at scale (10M points: ~9s -> ~3.7s) — for a visually identical result. + # Restricted to fixed-width string colour arrays so the check is a cheap vectorised compare; numeric + # values keep the ``c=``/``cmap``/``norm`` path. + cv = np.asarray(color_vector) + if cv.ndim == 1 and cv.dtype.kind in "US" and cv.size > 0 and bool((cv == cv[0]).all()): + return ax.scatter( + x, + y, + s=size, + color=str(cv[0]), + rasterized=sc_settings._vector_friendly, + alpha=alpha, + transform=trans_data, + zorder=zorder, + plotnonfinite=True, + ) return ax.scatter( x, y, From 536d37a30bdd2e2cb4484dd091f48a84eb75640e Mon Sep 17 00:00:00 2001 From: anon Date: Sun, 21 Jun 2026 13:28:05 +0200 Subject: [PATCH 6/8] test(render_points): regenerate baselines for scalar-colour scatter The uniform-colour scalar `color=` path produces a sub-pixel edge-antialiasing difference vs the previous per-point `c=` array (markers identical in position, size, and colour). Two single-colour matplotlib stacking baselines exceeded TOL=15 on their few large markers; regenerated from CI. 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zs|Hor&+JB=|Hu^jGIC$dj*{$3&ZC)>r~b|aP=@`qqh4D9-XOx|W|#kZKX5lKN)@(F zPfs0rfGJ_}mbsRabiIFdRaZqNWhB0horB|}5O8u4cq|gq0zX9tv!VFy$ucAOeKvYR zKuQ1-advk0Z+vbN|4Pj=J3BjZ6>HHZ9F-~=ikO0ef|QgL=D@%U!91S`7x zpDkeg!W2V5LK>obOP7{d*3d*h(l*MCfKI&H~}-V30GXWK`8iMxq20eFPIgG4zb!QsPan>+EStVHtbO^`7c2Q7^ad~dL?odRqDVlpIka#tHt%aSfvD5 zQWn4$FfVOV0*}ytS00qG8o2sDCP=`b{?E!vNvR}U{pj^yAvZ87mb~8Y5`vcPzmX5r zSD2*2of4y}Do!KG?BM=ZYnFlhk=L6=oBf-w7B5ftp#26@TLp-o0~htG`qu1k1<7gN^6(MLiK4#1>2uM_!zLbFgkE*ffEqL8F4+S2QVsc-~Mf86D E4=Yw?y8r+H From 1799412ca0b141c7019f4367795a25853644c936 Mon Sep 17 00:00:00 2001 From: anon Date: Sun, 21 Jun 2026 13:46:49 +0200 Subject: [PATCH 7/8] refactor: dedup uniform-colour detection + trim wasted strip Review cleanups for the render_points perf work: - Unify the "is the colour vector uniform?" check: matplotlib's _scatter_points now reuses _color_vector_is_uniform instead of an inline copy, and the helper gains a fixed-width-string fast path (vectorised compare) so the datashader collapse no longer pays a full nunique hash on every categorical render. - Skip the per-point alpha-strip when col_for_color is None (no-colour / collapsed single-colour): _ds_shade_categorical already strips color_vector[0] there, so the O(n) factorize + N-array rebuild was wasted (~720MB at 20M). - Collapse the two near-identical ax.scatter() calls in _scatter_points into one with conditional colour kwargs. Behaviour-preserving: collapse output still byte-identical, low-cardinality categoricals unaffected, 151 non-visual tests pass. --- src/spatialdata_plot/pl/_datashader.py | 16 ++++++++------ src/spatialdata_plot/pl/render.py | 29 +++++++++----------------- 2 files changed, 20 insertions(+), 25 deletions(-) diff --git a/src/spatialdata_plot/pl/_datashader.py b/src/spatialdata_plot/pl/_datashader.py index 3a5d7508..eb7bb42d 100644 --- a/src/spatialdata_plot/pl/_datashader.py +++ b/src/spatialdata_plot/pl/_datashader.py @@ -337,12 +337,16 @@ def _ds_shade_categorical( def _color_vector_is_uniform(color_vector: Any) -> bool: - """True if every entry of the per-point colour vector is the same (categorical compositing collapses).""" + """True if every entry of the per-point colour vector is identical (so per-point colouring collapses). + + Shared by the datashader categorical collapse and the matplotlib scalar-colour fast path. + """ if color_vector is None or len(color_vector) == 0: return False arr = np.asarray(color_vector) - # nunique via factorize is hash-based O(n) (no sort); short-circuits the expensive ds.by path below. - return pd.Series(arr).nunique(dropna=False) == 1 + if arr.dtype.kind in "US": # fixed-width strings (the resolved-hex case): cheap vectorised compare + return bool((arr == arr[0]).all()) + return pd.Series(arr).nunique(dropna=False) == 1 # object/other: hash-based, no sort def _shade_datashader_aggregate( @@ -393,14 +397,14 @@ def _shade_datashader_aggregate( if ( strip_alpha_hex + and col_for_color is not None # no-color/collapse: _ds_shade_categorical strips color_vector[0] itself and color_vector is not None and len(color_vector) > 0 and isinstance(color_vector[0], str) and color_vector[0].startswith("#") ): - # color_vector usually holds only a few distinct hex strings (one per category), so strip - # alpha on the unique values and map back rather than parsing once per point. pd.factorize - # dedups in O(n) (hash, no sort) — np.unique would sort millions of strings (argsort cost). + # Strip alpha on the unique colours and map back rather than parsing once per point; pd.factorize + # dedups in O(n) (hash, no sort) where np.unique would sort millions of strings. codes, uniques = pd.factorize(np.asarray(color_vector)) color_vector = np.asarray([_hex_no_alpha(c) for c in uniques])[codes] diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index b626877d..61b43fd9 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -44,6 +44,7 @@ _ax_show_and_transform, _build_ds_colorbar, _circle_buffer_quad_segs, + _color_vector_is_uniform, _datashader_canvas_from_dataframe, _get_extent_and_range_for_datashader_canvas, _hex_no_alpha, @@ -1051,36 +1052,26 @@ def _scatter_points( Shared scatter primitive for points and the centroid "fast mode" of shapes/labels; ``color_vector`` is per-point hex strings or numeric values mapped through ``cmap``/``norm``. """ - # When every marker is the same resolved colour (no-color / single colour / collapsed grey), pass a + # When every marker is the same resolved hex colour (no-color / single colour / collapsed grey), pass a # scalar ``color=`` instead of a per-point ``c=`` array: matplotlib then skips its per-point colour - # processing — the dominant cost at scale (10M points: ~9s -> ~3.7s) — for a visually identical result. - # Restricted to fixed-width string colour arrays so the check is a cheap vectorised compare; numeric - # values keep the ``c=``/``cmap``/``norm`` path. + # machinery — the dominant cost at scale (10M points: ~9s -> ~3.7s) — for a visually identical result. + # Numeric vectors keep the ``c=``/``cmap``/``norm`` path (they need the colormap). cv = np.asarray(color_vector) - if cv.ndim == 1 and cv.dtype.kind in "US" and cv.size > 0 and bool((cv == cv[0]).all()): - return ax.scatter( - x, - y, - s=size, - color=str(cv[0]), - rasterized=sc_settings._vector_friendly, - alpha=alpha, - transform=trans_data, - zorder=zorder, - plotnonfinite=True, - ) + color_kwargs: dict[str, Any] + if cv.ndim == 1 and cv.dtype.kind in "US" and _color_vector_is_uniform(cv): + color_kwargs = {"color": str(cv[0])} + else: + color_kwargs = {"c": color_vector, "cmap": cmap, "norm": norm} return ax.scatter( x, y, s=size, - c=color_vector, rasterized=sc_settings._vector_friendly, - cmap=cmap, - norm=norm, alpha=alpha, transform=trans_data, zorder=zorder, plotnonfinite=True, # nan points should be rendered as well + **color_kwargs, ) From 7ccbc11d8314bf67c17e4afcbe61c81f2c6c7d8a Mon Sep 17 00:00:00 2001 From: anon Date: Sun, 21 Jun 2026 14:10:48 +0200 Subject: [PATCH 8/8] fix(legend): correct the high-cardinality legend warning for custom palettes MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The skipped-legend warning claimed points are "uniform grey" past the limit, but that only holds for scanpy's default palette — a custom cmap/palette gives distinct colors for >102 categories (verified: cmap='viridis' + 150 cats → 150 distinct colors). Reword to the palette-agnostic, true reasons (a per-entry legend that large is unreadable and O(categories^2) slow to build). The skip itself is unchanged and defensible regardless of palette. --- src/spatialdata_plot/pl/utils.py | 15 +++++++-------- 1 file changed, 7 insertions(+), 8 deletions(-) diff --git a/src/spatialdata_plot/pl/utils.py b/src/spatialdata_plot/pl/utils.py index 4da0269d..8d12ae20 100644 --- a/src/spatialdata_plot/pl/utils.py +++ b/src/spatialdata_plot/pl/utils.py @@ -448,10 +448,9 @@ def _stack_categorical_legend( new_leg._sdata_column = column # type: ignore[attr-defined] -# scanpy assigns distinguishable colors only up to len(default_102) categories; beyond that it warns -# and colors every point uniform grey (_set_default_colors_for_categorical_obs). At that point a -# per-entry legend is meaningless AND scanpy builds it in O(categories^2) (one autoscaling artist each, -# dominating the render), so we skip it with a warning. Tied to scanpy's palette so the two stay in sync. +# A per-entry legend past this many categories is unreadable, and scanpy builds it in O(categories^2) +# (one autoscaling artist each), dominating the render — so skip it with a warning. Tied to scanpy's +# default_102 palette, beyond which its *default* colors also stop being distinguishable (uniform grey). _MAX_LEGEND_CATEGORIES = len(palettes.default_102) @@ -507,12 +506,12 @@ def _decorate_axs( if legend_loc in (None, "none"): pass # legend suppressed elif len(clusters) > _MAX_LEGEND_CATEGORIES: - # Past scanpy's palette limit the points are all uniform grey anyway, so a per-entry legend - # carries no information and (built in O(categories^2)) dominates the render. Skip it. + # A per-entry legend this large is unreadable and scanpy builds it in O(categories^2) + # (one autoscaling artist each), dominating the render. Skip it. logger.warning( f"Skipping the categorical legend for '{value_to_plot}': {len(clusters)} categories " - f"exceed scanpy's {_MAX_LEGEND_CATEGORIES}-color palette (points are uniform grey past " - f"that). Pass a `groups` subset to get a legend." + f"exceed the {_MAX_LEGEND_CATEGORIES}-entry limit (unreadable and very slow to build). " + f"Pass a `groups` subset to get a legend." ) elif already: na_hex = na_color.get_hex() if (na_in_legend and pd.isnull(color_source_vector).any()) else None