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Merge branch 'main' into fix/consistent-create-array-signature
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---
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name: Zarr-Python release checklist
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about: Checklist for a new Zarr-Python release. [For project maintainers only!]
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title: Release Zarr-Python vX.Y.Z
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labels: release-checklist
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assignees: ''
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---
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**Release**: [v0.x.x](https://github.com/zarr-developers/zarr-python/milestones/?)
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**Scheduled Date**: 20YY/MM/DD
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**Priority PRs/issues to complete prior to release**
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- [ ] Priority pull request #X
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**Before release**:
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- [ ] Make sure that all pull requests which will be included in the release have been properly documented as changelog files in the [`changes/` directory](https://github.com/zarr-developers/zarr-python/tree/main/changes).
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- [ ] Run ``towncrier build --version x.y.z`` to create the changelog, and commit the result to the main branch.
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- [ ] Check [SPEC 0](https://scientific-python.org/specs/spec-0000/#support-window) to see if the minimum supported version of Python or NumPy needs bumping.
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- [ ] Check to ensure that:
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- [ ] Deprecated workarounds/codes/tests are removed. Run `grep "# TODO" **/*.py` to find all potential TODOs.
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- [ ] All tests pass in the ["Tests" workflow](https://github.com/zarr-developers/zarr-python/actions/workflows/test.yml).
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- [ ] All tests pass in the ["GPU Tests" workflow](https://github.com/zarr-developers/zarr-python/actions/workflows/gpu_test.yml).
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- [ ] All tests pass in the ["Hypothesis" workflow](https://github.com/zarr-developers/zarr-python/actions/workflows/hypothesis.yaml).
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- [ ] Check that downstream libraries work well (maintainers can make executive decisions about whether all checks are required for this release).
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- [ ] Xarray (@jhamman @dcherian @TomNicholas)
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- Zarr's upstream compatibility is tested via the [Upstream Dev CI worklow](https://github.com/pydata/xarray/actions/workflows/upstream-dev-ci.yaml).
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- Click on the most recent workflow and check that the `upstream-dev` job has run and passed. `upstream-dev` is not run on all all workflow runs.
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- Check that the expected version of Zarr-Python was tested using the `Version Info` step of the `upstream-dev` job.
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- If testing on a branch other than `main` is needed, open a PR modifying https://github.com/pydata/xarray/blob/90ee30943aedba66a37856b2332a41264e288c20/ci/install-upstream-wheels.sh#L56 and add the `run-upstream` label.
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- [ ] Titiler.Xarray (@maxrjones)
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- [Modify dependencies](https://github.com/developmentseed/titiler/blob/main/src/titiler/xarray/pyproject.toml) for titiler.xarray.
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- Modify triggers for running [the test workflow](https://github.com/developmentseed/titiler/blob/61549f2de07b20cca8fb991cfcdc89b23e18ad05/.github/workflows/ci.yml#L5-L7).
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- Push the branch to the repository and check for the actions for any failures.
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**Release**:
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- [ ] Go to https://github.com/zarr-developers/zarr-python/releases.
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- [ ] Click "Draft a new release".
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- [ ] Choose a version number prefixed with a `v` (e.g. `v0.0.0`). For pre-releases, include the appropriate suffix (e.g. `v0.0.0a1` or `v0.0.0rc2`).
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- [ ] Set the description of the release to: `See release notes https://zarr.readthedocs.io/en/stable/release-notes.html#release-0-0-0`, replacing the correct version numbers. For pre-release versions, the URL should omit the pre-release suffix, e.g. "a1" or "rc1".
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- [ ] Click on "Generate release notes" to auto-fill the description.
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- [ ] Make a release by clicking the 'Publish Release' button, this will automatically create a tag too.
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- [ ] Verify that release workflows succeeded.
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- [ ] The latest version is correct on [PyPI](https://pypi.org/project/zarr/).
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- [ ] The stable version is correct on [ReadTheDocs](https://zarr.readthedocs.io/en/stable/).
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**After release**:
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- [ ] Review and merge the pull request on the conda-forge [zarr-feedstock](https://github.com/conda-forge/zarr-feedstock) that will be automatically generated.
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---
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- [ ] Party :tada:

.github/codecov.yml

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.pre-commit-config.yaml

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default_stages: [pre-commit, pre-push]
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repos:
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- repo: https://github.com/astral-sh/ruff-pre-commit
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rev: v0.11.9
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rev: v0.12.2
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hooks:
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- id: ruff
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- id: ruff-check
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args: ["--fix", "--show-fixes"]
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- id: ruff-format
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- repo: https://github.com/codespell-project/codespell
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- id: check-yaml
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- id: trailing-whitespace
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- repo: https://github.com/pre-commit/mirrors-mypy
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rev: v1.15.0
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rev: v1.16.1
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hooks:
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- id: mypy
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files: src|tests

bench/compress_normal.py

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import sys
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import timeit
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import blosc
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import line_profiler
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import numpy as np
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import zarr
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from zarr import blosc
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if __name__ == "__main__":
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sys.path.insert(0, "..")

changes/3068.bugfix.rst

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changes/3140.bugfix.rst

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Suppress `FileNotFoundError` when deleting non-existent keys in the `obstore` adapter.
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When writing empty chunks (i.e. chunks where all values are equal to the array's fill value) to a zarr array, zarr
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will delete those chunks from the underlying store. For zarr arrays backed by the `obstore` adapter, this will potentially
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raise a `FileNotFoundError` if the chunk doesn't already exist.
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Since whether or not a delete of a non-existing object raises an error depends on the behavior of the underlying store,
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suppressing the error in all cases results in consistent behavior across stores, and is also what `zarr` seems to expect
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from the store.

changes/3151.bugfix.rst

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Fixed an issue preventing correct parsing of NumPy ``int32`` dtypes when constructed via
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``np.dtype('i')``.

changes/3156.bugfix.rst

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Trying to open a StorePath/Array with ``mode='r'`` when the store is not read-only creates a read-only copy of the store.

changes/3157.doc.rst

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Add a self-contained example of data type extension to the ``examples`` directory, and expanded
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the documentation for data types.

changes/3170.bugfix.rst

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Fixes a variety of issues related to string data types.
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- Brings the ``VariableLengthUTF8`` data type Zarr V3 identifier in alignment with Zarr Python 3.0.8
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- Disallows creation of 0-length fixed-length data types
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- Adds a regression test for the ``VariableLengthUTF8`` data type that checks against version 3.0.8
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- Allows users to request the ``VariableLengthUTF8`` data type with ``str``, ``"str"``, or ``"string"``.

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