diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml index 33d0b024d..24b69abaa 100644 --- a/.github/workflows/build.yml +++ b/.github/workflows/build.yml @@ -60,9 +60,9 @@ jobs: - name: Install dependencies run: | uv sync --locked --all-extras --group test --no-default-groups --python 3.12 - - name: Install minimum supported Xarray and SciPy + - name: Install minimum supported Xarray, SciPy and Dask run: | - uv pip install --python .venv 'xarray==2026.9.0' 'scipy==1.16.2' + uv pip install --python .venv 'xarray==2026.9.0' 'scipy==1.16.2' 'dask[array,dataframe]==2025.2.0' - name: Run tests run: | uv run --no-sync pytest diff --git a/.github/workflows/check-docs.yml b/.github/workflows/check-docs.yml index a250eb31d..1779e8976 100644 --- a/.github/workflows/check-docs.yml +++ b/.github/workflows/check-docs.yml @@ -33,9 +33,6 @@ jobs: sudo apt update -y sudo apt install graphviz # Needed for documentation uv sync --locked --all-extras --group docs --group lint --no-default-groups --python "${{ matrix.python-version }}" - # Use newer Dask for task-graph rendering with NumPy 2. - uv pip uninstall --python .venv dask-expr - uv pip install --python .venv 'dask==2026.8.0' - name: Run pre-commit run: uv run --no-sync pre-commit run --all-files - name: Check for Sphinx doc warnings diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml index 82e420f57..e11ba120e 100644 --- a/.github/workflows/docs.yml +++ b/.github/workflows/docs.yml @@ -27,9 +27,6 @@ jobs: sudo apt update -y sudo apt install graphviz # Needed for documentation uv sync --locked --all-extras --group docs --no-default-groups --python "3.12" - # Use newer Dask for task-graph rendering with NumPy 2. - uv pip uninstall --python .venv dask-expr - uv pip install --python .venv 'dask==2026.8.0' - name: Build Sphinx documentation run: | make -C docs html SPHINXOPTS="-W --keep-going -n" diff --git a/docs/changelog.rst b/docs/changelog.rst index ed122bc5c..b69f4860c 100644 --- a/docs/changelog.rst +++ b/docs/changelog.rst @@ -18,6 +18,7 @@ Breaking changes Require SciPy >= 1.16.2. (:issue:`1360`) - Require Zarr Python >= 3 and Xarray >= 2026.9.0. The default on-disk Zarr format remains 2. (:issue:`1355`) +- Require Dask >= 2025.2.0 and remove the upper bound on Dask. (:issue:`1267`) - **Remove BGEN reading and conversion**: ``sgkit.io.bgen.read_bgen``, ``sgkit.io.bgen.bgen_to_zarr`` and ``sgkit.io.bgen.rechunk_bgen``, along with the ``bgen`` extra and the cbgen and rechunker dependencies. @@ -67,6 +68,8 @@ Bug fixes - Fixed bug causing high memory usage in :func:`pedigree_kinship` when evaluating a chunked relationship matrix with the Hamilton-Kerr method. (:user:`timothymillar`, :pr:`1335`, :issue:`1333`) +- :func:`Tajimas_D` now works with newer versions of Dask, and no longer + computes allele counts when it is called. .. Documentation .. ~~~~~~~~~~~~~ diff --git a/docs/conf.py b/docs/conf.py index eead605b9..de4999fd7 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -117,10 +117,12 @@ def filter(self, record: pylogging.LogRecord) -> bool: autosummary_generate = True +# sphinx-autodoc-typehints refers to Zarr's StoreLike type alias as +# zarr.core.group.StoreLike, but Zarr documents it as zarr.storage.StoreLike. +qualname_overrides = {"zarr.core.group.StoreLike": "zarr.storage.StoreLike"} + nitpick_ignore = [ ("py:class", "sgkit.display.GenotypeDisplay"), - # Zarr's StoreLike alias is rendered as an undocumented TypeAliasType. - ("py:class", "zarr.storage._common.TypeAliasType"), ] diff --git a/docs/contributing.rst b/docs/contributing.rst index ea0e6e83b..e7aba6275 100644 --- a/docs/contributing.rst +++ b/docs/contributing.rst @@ -270,21 +270,13 @@ and API documentation. Building the documentation requires the Graphviz ``dot`` executable, which you can install by following `these instructions `_. -Documentation builds use the same ``.venv`` as development. Task-graph -visualization with NumPy 2 needs a newer Dask than the current runtime bound. -From the repository root, on macOS or Linux, prepare the environment and build -with ``make``:: +Documentation builds use the same ``.venv`` as development. From the repository +root, on macOS or Linux, prepare the environment and build with ``make``:: uv sync --locked - uv pip uninstall --python .venv dask-expr - uv pip install --python .venv 'dask==2026.8.0' cd docs make html -The old ``dask-expr`` package is removed because it pins the runtime Dask version. -The Makefile uses ``uv run --no-sync`` to preserve the Dask override during builds. -Docs CI applies the same override. - The resulting HTML files are in ``_build/html``. After editing documentation, run ``make html`` again. @@ -293,10 +285,6 @@ locally with:: make clean html SPHINXOPTS="-W --keep-going -n" -Before running tests, restore the locked development dependencies with -``uv sync --locked`` from the repository root. Repeat the Dask setup above when -you next build the documentation. - .. _Sphinx: https://www.sphinx-doc.org/ Review process diff --git a/pyproject.toml b/pyproject.toml index e5700e724..8db291697 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -24,11 +24,11 @@ dependencies = [ "numpy >= 2.3.5; sys_platform == \"darwin\"", # Apple ARM chip error "numpy >= 2.0; sys_platform != \"darwin\"", "xarray >= 2026.9.0", - "dask[array,dataframe] >= 2022.01.0, <= 2024.8.0", + "dask[array,dataframe] >= 2025.2.0", "scipy >= 1.16.2", "zarr >= 3", "numba", - "fsspec != 2021.6.*", + "fsspec", "scikit-learn", "pandas < 3.0", ] @@ -64,14 +64,14 @@ docs = [ "graphviz", "myst_nb", "pydata-sphinx-theme", - "sphinx < 9.0.0", + "sphinx", "sphinx_autodoc_typehints", "sphinx-copybutton", "scanpydoc", "ipython", "matplotlib", "seaborn", - "ablog!=0.10.27", + "ablog", "pickleshare", ] lint = [ diff --git a/sgkit/stats/popgen.py b/sgkit/stats/popgen.py index af9884aa8..5ffebe73b 100644 --- a/sgkit/stats/popgen.py +++ b/sgkit/stats/popgen.py @@ -361,6 +361,11 @@ def Fst( return conditional_merge_datasets(ds, new_ds, merge) +def _harmonic_sum(n: np.ndarray, power: int) -> np.ndarray: + # sum of 1 / k**power for k = 1, ..., n - 1 + return np.asarray((1 / np.arange(1, n) ** power).sum()) + + def Tajimas_D( ds: Dataset, *, @@ -470,8 +475,9 @@ def Tajimas_D( # because the computation below requires floats n = ac.sum(axis=1, dtype="float").max() - # (n-1)th harmonic number - a1 = (1 / da.arange(1, n)).sum() + # (n-1)th harmonic number. n is a lazy scalar, so compute the sum + # blockwise rather than passing it to da.arange as a stop value. + a1 = da.map_blocks(_harmonic_sum, n, 1, dtype=np.float64) # calculate Watterson's theta (absolute value) theta = S / a1 @@ -484,7 +490,7 @@ def Tajimas_D( d = div - theta[:, np.newaxis] # calculate the denominator (standard deviation) - a2 = (1 / (da.arange(1, n) ** 2)).sum() + a2 = da.map_blocks(_harmonic_sum, n, 2, dtype=np.float64) b1 = 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