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Merge branch 'main' into coalesce-shard-reads
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.github/workflows/check_changelogs.yml

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- uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3 # v6.0.0
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- name: Install uv
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uses: astral-sh/setup-uv@1e862dfacbd1d6d858c55d9b792c756523627244 # v7.1.4
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uses: astral-sh/setup-uv@61cb8a9741eeb8a550a1b8544337180c0fc8476b # v7.2.0
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- name: Check changelog entries
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run: uv run --no-sync python ci/check_changelog_entries.py

.github/workflows/codspeed.yml

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name: CodSpeed Benchmarks
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on:
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push:
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branches:
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- "main"
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pull_request:
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# `workflow_dispatch` allows CodSpeed to trigger backtest
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# performance analysis in order to generate initial data.
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workflow_dispatch:
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permissions:
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contents: read
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jobs:
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benchmarks:
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name: Run benchmarks
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runs-on: codspeed-macro
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steps:
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- uses: actions/checkout@v5
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with:
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fetch-depth: 0 # grab all branches and tags
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- name: Set up Python
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uses: actions/setup-python@v6
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with:
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python-version: "3.11"
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- name: Install Hatch
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run: |
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python -m pip install --upgrade pip
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pip install hatch
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- name: Run the benchmarks
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uses: CodSpeedHQ/action@v4
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with:
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mode: walltime
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run: hatch run test.py3.11-minimal:pytest tests/benchmarks --codspeed

.github/workflows/gpu_test.yml

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jobs:
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test:
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name: py=${{ matrix.python-version }}, np=${{ matrix.numpy-version }}, deps=${{ matrix.dependency-set }}
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name: py=${{ matrix.python-version }}, deps=${{ matrix.dependency-set }}
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runs-on: gpu-runner
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strategy:
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matrix:
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python-version: ['3.11']
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numpy-version: ['2.2']
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dependency-set: ["minimal"]
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steps:
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pip install hatch
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- name: Set Up Hatch Env
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run: |
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hatch env create gputest.py${{ matrix.python-version }}-${{ matrix.numpy-version }}-${{ matrix.dependency-set }}
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hatch env run -e gputest.py${{ matrix.python-version }}-${{ matrix.numpy-version }}-${{ matrix.dependency-set }} list-env
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hatch env create gputest.py${{ matrix.python-version }}-${{ matrix.dependency-set }}
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hatch env run -e gputest.py${{ matrix.python-version }}-${{ matrix.dependency-set }} list-env
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- name: Run Tests
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run: |
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hatch env run --env gputest.py${{ matrix.python-version }}-${{ matrix.numpy-version }}-${{ matrix.dependency-set }} run-coverage-gpu
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hatch env run --env gputest.py${{ matrix.python-version }}-${{ matrix.dependency-set }} run-coverage-gpu
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- name: Upload coverage
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uses: codecov/codecov-action@13ce06bfc6bbe3ecf90edbbf1bc32fe5978ca1d3 # v5.3.1

.github/workflows/hypothesis.yaml

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strategy:
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matrix:
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python-version: ['3.12']
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numpy-version: ['2.2']
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dependency-set: ["optional"]
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steps:
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pip install hatch
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- name: Set Up Hatch Env
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run: |
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hatch env create test.py${{ matrix.python-version }}-${{ matrix.numpy-version }}-${{ matrix.dependency-set }}
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hatch env run -e test.py${{ matrix.python-version }}-${{ matrix.numpy-version }}-${{ matrix.dependency-set }} list-env
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hatch env create test.py${{ matrix.python-version }}-${{ matrix.dependency-set }}
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hatch env run -e test.py${{ matrix.python-version }}-${{ matrix.dependency-set }} list-env
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# https://github.com/actions/cache/blob/main/tips-and-workarounds.md#update-a-cache
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- name: Restore cached hypothesis directory
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id: restore-hypothesis-cache
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uses: actions/cache/restore@v4
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uses: actions/cache/restore@v5
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with:
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path: .hypothesis/
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key: cache-hypothesis-${{ runner.os }}-${{ github.run_id }}
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id: status
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run: |
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echo "Using Hypothesis profile: $HYPOTHESIS_PROFILE"
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hatch env run --env test.py${{ matrix.python-version }}-${{ matrix.numpy-version }}-${{ matrix.dependency-set }} run-hypothesis
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hatch env run --env test.py${{ matrix.python-version }}-${{ matrix.dependency-set }} run-hypothesis
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# explicitly save the cache so it gets updated, also do this even if it fails.
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- name: Save cached hypothesis directory
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id: save-hypothesis-cache
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if: always() && steps.status.outcome != 'skipped'
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uses: actions/cache/save@v4
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uses: actions/cache/save@v5
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with:
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path: .hypothesis/
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key: cache-hypothesis-${{ runner.os }}-${{ github.run_id }}

.github/workflows/nightly_wheels.yml

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run: hatch build
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- name: Upload nightly wheels
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uses: scientific-python/upload-nightly-action@b36e8c0c10dbcfd2e05bf95f17ef8c14fd708dbf
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uses: scientific-python/upload-nightly-action@5748273c71e2d8d3a61f3a11a16421c8954f9ecf
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with:
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artifacts_path: dist
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anaconda_nightly_upload_token: ${{ secrets.ANACONDA_ORG_UPLOAD_TOKEN }}

.github/workflows/releases.yml

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pip install hatch
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- name: Build wheel and sdist
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run: hatch build
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- uses: actions/upload-artifact@v5
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- uses: actions/upload-artifact@v6
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with:
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name: releases
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path: dist
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needs: [build_artifacts]
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runs-on: ubuntu-latest
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steps:
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- uses: actions/download-artifact@v6
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- uses: actions/download-artifact@v7
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with:
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name: releases
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path: dist
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runs-on: ubuntu-latest
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if: github.event_name == 'push' && startsWith(github.event.ref, 'refs/tags/v')
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steps:
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- uses: actions/download-artifact@v6
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- uses: actions/download-artifact@v7
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with:
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name: releases
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path: dist

.github/workflows/test.yml

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jobs:
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test:
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name: os=${{ matrix.os }}, py=${{ matrix.python-version }}, np=${{ matrix.numpy-version }}, deps=${{ matrix.dependency-set }}
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name: os=${{ matrix.os }}, py=${{ matrix.python-version }}, deps=${{ matrix.dependency-set }}
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strategy:
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python-version: ['3.11', '3.12', '3.13']
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numpy-version: ['1.26', '2.2']
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dependency-set: ["minimal", "optional"]
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os: ["ubuntu-latest"]
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include:
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- python-version: '3.11'
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numpy-version: '1.26'
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dependency-set: 'optional'
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os: 'macos-latest'
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- python-version: '3.13'
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numpy-version: '2.2'
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dependency-set: 'optional'
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os: 'macos-latest'
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- python-version: '3.11'
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numpy-version: '1.26'
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dependency-set: 'optional'
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os: 'windows-latest'
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- python-version: '3.13'
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numpy-version: '2.2'
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dependency-set: 'optional'
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os: 'windows-latest'
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runs-on: ${{ matrix.os }}
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pip install hatch
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- name: Set Up Hatch Env
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run: |
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hatch env create test.py${{ matrix.python-version }}-${{ matrix.numpy-version }}-${{ matrix.dependency-set }}
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hatch env run -e test.py${{ matrix.python-version }}-${{ matrix.numpy-version }}-${{ matrix.dependency-set }} list-env
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hatch env create test.py${{ matrix.python-version }}-${{ matrix.dependency-set }}
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hatch env run -e test.py${{ matrix.python-version }}-${{ matrix.dependency-set }} list-env
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- name: Run Tests
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HYPOTHESIS_PROFILE: ci
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run: |
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hatch env run --env test.py${{ matrix.python-version }}-${{ matrix.numpy-version }}-${{ matrix.dependency-set }} run-coverage
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hatch env run --env test.py${{ matrix.python-version }}-${{ matrix.dependency-set }} run-coverage
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- name: Upload coverage
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if: ${{ matrix.dependency-set == 'optional' && matrix.os == 'ubuntu-latest' }}
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uses: codecov/codecov-action@v5
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contains(needs.*.result, 'cancelled')
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run: exit 1
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- name: Success
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run: echo Success!
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run: echo Success!

.pre-commit-config.yaml

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autofix_commit_msg: "style: pre-commit fixes"
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autofix_prs: false
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default_stages: [pre-commit, pre-push]
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default_language_version:
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python: python3.11
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repos:
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- repo: https://github.com/astral-sh/ruff-pre-commit
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rev: v0.14.3
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rev: v0.14.10
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- id: ruff-check
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args: ["--fix", "--show-fixes"]
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exclude: mkdocs.yml
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- id: trailing-whitespace
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- repo: https://github.com/pre-commit/mirrors-mypy
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rev: v1.18.2
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rev: v1.19.1
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- id: mypy
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files: src|tests
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- hypothesis
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- s3fs
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- repo: https://github.com/scientific-python/cookie
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rev: 2025.10.20
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rev: 2025.11.21
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- id: sp-repo-review
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- repo: https://github.com/pre-commit/pygrep-hooks
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- id: rst-directive-colons
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- id: rst-inline-touching-normal
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- repo: https://github.com/numpy/numpydoc
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rev: v1.9.0
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rev: v1.10.0
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- id: numpydoc-validation
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- repo: https://github.com/twisted/towncrier

changes/3562.misc.md

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Add continuous performance benchmarking infrastructure.

changes/3619.misc.md

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Remove upper bounds on `pytest` and `pytest-asyncio` test dependencies.

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