From ab27dcf4aa664d035967a912db965836ff109b85 Mon Sep 17 00:00:00 2001 From: Muskan Hashim Date: Mon, 31 Aug 2026 14:00:10 +0200 Subject: [PATCH 1/4] Add blog post on the HoloViews plotting backend for Scanpy --- content/blog/2026-08-scanpy-holoviews.md | 138 +++++++++++++++++++++++ 1 file changed, 138 insertions(+) create mode 100644 content/blog/2026-08-scanpy-holoviews.md diff --git a/content/blog/2026-08-scanpy-holoviews.md b/content/blog/2026-08-scanpy-holoviews.md new file mode 100644 index 0000000..38773c5 --- /dev/null +++ b/content/blog/2026-08-scanpy-holoviews.md @@ -0,0 +1,138 @@ ++++ +title = "A new plotting backend for Scanpy: HoloViews" +date = 2026-08-27T00:00:05+01:00 +description = "An opt-in HoloViews plotting backend for Scanpy, in preview." +author = "Muskan Hashim, Philipp Angerer" +draft = false ++++ + +Scanpy's plotting API has served the single-cell community well for years. +But datasets have outgrown static images. + +We routinely work with hundreds of thousands, sometimes millions, of cells, and the questions we ask are increasingly interactive: which cells are those, what's the expression of this gene here, how do these two embeddings line up? +Answering them, and more, with a static PNG means re-running a cell, tweaking a parameter, and re-running again. + +So we've been rebuilding `sc.pl` on a new foundation: [HoloViews](https://holoviews.org/). +It's available today as an opt-in preview, and we'd love your feedback while it's still taking shape. + +## What is HoloViews? + +[HoloViews](https://holoviews.org/) is part of the [HoloViz](https://holoviz.org/) family of open-source Python visualization tools, alongside [Panel](https://panel.holoviz.org/), [Datashader](https://datashader.org/), and [hvPlot](https://hvplot.holoviz.org/). +Its central design principle is that the declaration of your data is independent from how it's plotted. + +A HoloViews object is an annotated data container that knows how to render itself. +You describe what to show (the x and y dimensions, the value to color by), and HoloViews handles how to draw it. +Because the object carries its data, you can inspect it, slice it, compose it, and switch rendering backends without touching your analysis code. + +The same object renders through three backends, which means you can write the plot once and pick the one that best fits the moment: + +- [Bokeh](https://bokeh.org/) for interactive plots in the browser: pan, zoom, hover, and select. +- [Matplotlib](https://matplotlib.org/) for publication-quality static figures. +- [Plotly](https://plotly.com/python/) for interactive 3D. + +## How it fits Scanpy and scverse + +HoloViews can be taught to speak [AnnData](https://anndata.readthedocs.io/) natively. +A small companion package, [hv-anndata](https://hv-anndata.readthedocs.io/en/latest/), gives HoloViews a first-class AnnData interface and the `A` accessor for pointing at any part of your object. + +Most of the time you use the `sc.pl` shortcuts: + +```python +import scanpy as sc + +sc.settings.preset = sc.Preset.ScanpyV2Preview +A = sc.pl.hv_init("bokeh") + +adata = sc.datasets.pbmc68k_reduced() +sc.pl.umap(adata, color=A.obs["bulk_labels"]) +``` + +That one line expands to plain HoloViews, where full control lives: + +```python +import holoviews as hv + +hv.Scatter( + adata, + A.obsm["umap"][0], + [A.obsm["umap"][1], A.obs["bulk_labels"]], +).opts(color=A.obs["bulk_labels"], aspect="square", legend_position="right") +``` + +You can drop to this level whenever the shortcut doesn't expose what you need. +`.opts()` passes straight through to the backend: there is no bespoke styling buried inside a scanpy function. + +There's no copying columns into a tidy DataFrame, reindexing, or bookkeeping to keep colors aligned with cells. +You reference `A.obsm["umap"]`, `A.obs["bulk_labels"]`, or `A.X[:, "GENE"]` directly, and hv-anndata handles the plumbing. +The AnnData object stays the single source of truth, in line with the scverse philosophy of organizing workflows around a shared, interoperable data structure. + +On top of the interface, hv-anndata ships single-cell-aware components: a ManifoldMap for embeddings, a Dotmap, and a ClusterMap. +The `sc.pl` plotting functions (scatter, umap, heatmap, violin, stacked_violin, matrixplot, tracksplot, and more) are in Scanpy from 1.13.0a1 onward, available once you set the `ScanpyV2Preview` preset; each function's [docs page](https://scanpy.scverse.org/en/latest/api/generated/scanpy.pl.scatter.html) has New and Legacy tabs for both backends. + +Because scanpy's own tools return tidy data, they compose straight into HoloViews. +`sc.pl.dotplot`, for example, aggregates once with `sc.get.aggregate` and maps the result onto a HoloViews `Points` element, with mean expression as color and the fraction of expressing cells as dot size: + +```python +markers = ["C1QA", "PSAP", "CD79A", "CD79B", "CST3", "LYZ"] +sc.pl.dotplot(adata[:, markers], A.obs["bulk_labels"]) +``` + +The whole plot type collapses to an aggregation feeding a data-first element, with no bespoke drawing code: the [implementation](https://github.com/scverse/scanpy/blob/9cdf9e600c045dca512adfdee59ce6e292d2bc9d/src/scanpy/plotting/_v2/_core.py#L631-L650) is only around twenty lines, where the matplotlib version ran to hundreds of lines across several files. + +## Features we're excited about + +- **Full control through `.opts()`.** You're no longer limited to the parameters we chose to expose; the full Bokeh, Matplotlib, and Plotly option sets are available, with styling kept out of scanpy's internals. You declare what to plot through `A` and set appearance in `.opts()`, so the two are easy to tell apart. +- **Interactivity for free.** With Bokeh, mouse over a cell in a UMAP to read its cluster, gene expression, or any `obs` field with no re-running. +- **Scales to millions of cells.** [Datashader](https://datashader.org/) rasterizes the points into a faithful image and re-renders as you zoom, and turning it on can be as simple as `datashade=True`. +- **Composable.** Overlay with `*`, lay out side by side with `+`, and add a marginal histogram with `.hist()`, so `scatter * centroids + expression_violin` replaces a page of axes management. +- **Existing plots are covered.** There's an equivalent for most of the matplotlib functions you rely on. + +## Linked brushing + +Select a group of cells in a UMAP and watch them highlight in a dotplot or a second embedding; the plots share one selection. +hv-anndata wires this up between its ManifoldMap and Dotmap using HoloViews' `link_selections`: + +```python +import holoviews as hv +import panel as pn +import hv_anndata + +ls = hv.link_selections.instance() +mm = hv_anndata.ManifoldMap(adata=adata, reduction="X_umap", ls=ls) + +marker_genes = {"B cells": ["CD79A", "CD79B"], "Monocytes": ["LYZ", "CST3"]} +dm = hv_anndata.dotmap_from_manifoldmap(mm, marker_genes=marker_genes, groupby="bulk_labels") + +pn.Column(mm, dm) + +# Pull the selected cells back into your workflow. Two documented HoloViews routes: +# - ls.filter() filters the source data down to the selection. +# - Selection1D(source=).index gives the selected row indices, then adata[index] is the subset. +``` + +## Try it + +The new backend is an opt-in preview. +The legacy matplotlib path and the new HoloViews one live behind the same `sc.pl` functions, so one setting chooses which is active: + +```python +import scanpy as sc + +sc.settings.preset = sc.Preset.ScanpyV2Preview # opt in; default stays on matplotlib +A = sc.pl.hv_init("bokeh") + +adata = sc.datasets.pbmc68k_reduced() +sc.pl.scatter(adata, A.X[:, ["PSAP", "C1QA"]], color=A.obs["bulk_labels"]).opts( + cmap="tab10", show_legend=False +) +``` + +By default the preset stays on matplotlib so nothing changes for existing code until you opt in. +Matplotlib also stays available indefinitely through the new API, which has multiple backends. +This is an early preview and the API will keep changing so the 2.0 version will differ from what you see today. +Report bugs, run it on your own data, and tell us what's missing! + +Find us on [GitHub](https://github.com/scverse/scanpy), [Zulip](https://scverse.zulipchat.com/), and [Discourse](https://discourse.scverse.org/). +Issues, ideas, and pull requests are all welcome. + +*— Muskan Hashim, Philipp Angerer, and the scverse team.* From 73a0b8ed02c716c2b5ea72f5ee86b2a387b1c86f Mon Sep 17 00:00:00 2001 From: Muskan Hashim Date: Mon, 31 Aug 2026 14:21:08 +0200 Subject: [PATCH 2/4] Add the backend diagram to the HoloViews blog post Converted to webp at 1800px before committing: the convert-to-webp hook rewrites PNGs under static/img/blog, which would have broken the img src. --- content/blog/2026-08-scanpy-holoviews.md | 2 ++ static/img/blog/scanpy_holoviews_overview.webp | Bin 0 -> 78374 bytes 2 files changed, 2 insertions(+) create mode 100644 static/img/blog/scanpy_holoviews_overview.webp diff --git a/content/blog/2026-08-scanpy-holoviews.md b/content/blog/2026-08-scanpy-holoviews.md index 38773c5..bb87ed3 100644 --- a/content/blog/2026-08-scanpy-holoviews.md +++ b/content/blog/2026-08-scanpy-holoviews.md @@ -6,6 +6,8 @@ author = "Muskan Hashim, Philipp Angerer" draft = false +++ +One sc.pl.umap call producing one HoloViews object, rendered through the Bokeh, Matplotlib and Plotly backends + Scanpy's plotting API has served the single-cell community well for years. 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bold-lead-then-indented-sentences list pattern in 2026-rsc-goes-nanobind. --- content/blog/2026-08-scanpy-holoviews.md | 16 +++++++++++----- 1 file changed, 11 insertions(+), 5 deletions(-) diff --git a/content/blog/2026-08-scanpy-holoviews.md b/content/blog/2026-08-scanpy-holoviews.md index bb87ed3..332870b 100644 --- a/content/blog/2026-08-scanpy-holoviews.md +++ b/content/blog/2026-08-scanpy-holoviews.md @@ -83,11 +83,17 @@ The whole plot type collapses to an aggregation feeding a data-first element, wi ## Features we're excited about -- **Full control through `.opts()`.** You're no longer limited to the parameters we chose to expose; the full Bokeh, Matplotlib, and Plotly option sets are available, with styling kept out of scanpy's internals. You declare what to plot through `A` and set appearance in `.opts()`, so the two are easy to tell apart. -- **Interactivity for free.** With Bokeh, mouse over a cell in a UMAP to read its cluster, gene expression, or any `obs` field with no re-running. -- **Scales to millions of cells.** [Datashader](https://datashader.org/) rasterizes the points into a faithful image and re-renders as you zoom, and turning it on can be as simple as `datashade=True`. -- **Composable.** Overlay with `*`, lay out side by side with `+`, and add a marginal histogram with `.hist()`, so `scatter * centroids + expression_violin` replaces a page of axes management. -- **Existing plots are covered.** There's an equivalent for most of the matplotlib functions you rely on. +- **Full control through `.opts()`.** + You're no longer limited to the parameters we chose to expose; the full Bokeh, Matplotlib, and Plotly option sets are available, with styling kept out of scanpy's internals. + You declare what to plot through `A` and set appearance in `.opts()`, so the two are easy to tell apart. +- **Interactivity for free.** + With Bokeh, mouse over a cell in a UMAP to read its cluster, gene expression, or any `obs` field with no re-running. +- **Scales to millions of cells.** + [Datashader](https://datashader.org/) rasterizes the points into a faithful image and re-renders as you zoom, and turning it on can be as simple as `datashade=True`. +- **Composable.** + Overlay with `*`, lay out side by side with `+`, and add a marginal histogram with `.hist()`, so `scatter * centroids + expression_violin` replaces a page of axes management. +- **Existing plots are covered.** + There's an equivalent for most of the matplotlib functions you rely on. ## Linked brushing From d0799b311fd888c4940e2df250e33b6426af8671 Mon Sep 17 00:00:00 2001 From: Muskan Hashim Date: Mon, 31 Aug 2026 17:16:58 +0200 Subject: [PATCH 4/4] Use an SVG for the HoloViews backend diagram --- content/blog/2026-08-scanpy-holoviews.md | 2 +- static/img/blog/scanpy_holoviews_overview.svg | 73 ++++++++++++++++++ .../img/blog/scanpy_holoviews_overview.webp | Bin 78374 -> 0 bytes 3 files changed, 74 insertions(+), 1 deletion(-) create mode 100644 static/img/blog/scanpy_holoviews_overview.svg delete mode 100644 static/img/blog/scanpy_holoviews_overview.webp diff --git a/content/blog/2026-08-scanpy-holoviews.md b/content/blog/2026-08-scanpy-holoviews.md index 332870b..c7f9360 100644 --- a/content/blog/2026-08-scanpy-holoviews.md +++ b/content/blog/2026-08-scanpy-holoviews.md @@ -6,7 +6,7 @@ author = "Muskan Hashim, Philipp Angerer" draft = false +++ -One sc.pl.umap call producing one HoloViews object, rendered through the Bokeh, Matplotlib and Plotly backends +One sc.pl.umap call producing one HoloViews object, rendered through the Bokeh, Matplotlib and Plotly backends Scanpy's plotting API has served the single-cell community well for years. But datasets have outgrown static images. diff --git a/static/img/blog/scanpy_holoviews_overview.svg b/static/img/blog/scanpy_holoviews_overview.svg new file mode 100644 index 0000000..6943e60 --- /dev/null +++ b/static/img/blog/scanpy_holoviews_overview.svg @@ -0,0 +1,73 @@ + + + + +sc.pl.umap(adata, color=A.obs["bulk_labels"]) + +Setup (optional): + +sc.settings.preset = sc.Preset.ScanpyV2Preview ; A = sc.pl.hv_init('bokeh') + + + + + +H +one HoloViews object +Declare once, render anywhere. + + + + + + + + + + + + +Render anywhere + + + + + + + + + + + +obs["bulk_labels"] +CD19+ B + +Bokeh: +interactive + + +6−64−42−200−22−44−66 + +Matplotlib: +static, +publication + + + + + + + + + +z +y +x + +Plotly: +3D + + +H +One high-level representation. Multiple rendering backends. 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