diff --git a/.github/workflows/check_example_nbs.yml b/.github/workflows/check_example_nbs.yml index 11a297738..ee3993317 100644 --- a/.github/workflows/check_example_nbs.yml +++ b/.github/workflows/check_example_nbs.yml @@ -11,31 +11,24 @@ on: - "examples/**/*.py" workflow_dispatch: +concurrency: + group: ${{ github.workflow }}-${{ github.ref }} + cancel-in-progress: true + jobs: convert-to-nbs: name: "Check Example Notebooks" runs-on: ubuntu-22.04 steps: - name: Checkout Code - uses: actions/checkout@v4 - - name: Set Up Python - uses: actions/setup-python@v5 + uses: actions/checkout@v6 + - name: Set Up uv + uses: astral-sh/setup-uv@v9.0.0 with: - python-version: 3.7 + version: 0.12.3 + enable-cache: true + cache-dependency-glob: "uv.lock" - name: Set Up Environment - run: | - make install-uv reset-venv - source .venv/bin/activate - make install-pinned-notebook - - name: Convert using Script - run: | - source .venv/bin/activate - make generate-example-notebooks - - name: Check for diff - run: | - source .venv/bin/activate - git add examples/notebooks/ - if ! git diff --cached --exit-code; then - echo "Notebooks have changed! Please run 'make generate-example-notebooks' and commit the changes." - exit 1 - fi + run: make install-notebook + - name: Check Notebooks Are Up To Date + run: make test-notebooks diff --git a/.github/workflows/release_pypi.yml b/.github/workflows/release_pypi.yml index 0cd3c7d9c..38482449b 100644 --- a/.github/workflows/release_pypi.yml +++ b/.github/workflows/release_pypi.yml @@ -12,7 +12,7 @@ jobs: runs-on: ubuntu-22.04 steps: - name: Checkout code - uses: actions/checkout@v4 + uses: actions/checkout@v6 with: fetch-depth: 0 - name: Checkout latest release tag @@ -21,18 +21,23 @@ jobs: LATEST_TAG=$(git describe --tags `git rev-list --tags --max-count=1`) git checkout $LATEST_TAG echo "tag_name=$LATEST_TAG" >> $GITHUB_OUTPUT; - - name: Set up Python 3.12 - uses: actions/setup-python@v5 + - name: Set Up uv + uses: astral-sh/setup-uv@v9.0.0 with: - python-version: "3.12" + version: 0.12.3 + # This job builds the release tag that was checked out above, not the default + # branch, so it deliberately avoids `make` targets and dependency groups: those + # only exist in the tag's own Makefile/pyproject.toml. `uv build` needs nothing + # but [build-system], and `uvx` installs twine into a throwaway environment. - name: Build and release id: build_and_release + env: + TWINE_USERNAME: ${{ secrets.PYPI_USER_NAME }} + TWINE_PASSWORD: ${{ secrets.PYPI_PASSWORD }} run: | - pip3 install wheel - pip3 install twine - pip3 install build - make dist - twine upload -u ${{ secrets.PYPI_USER_NAME }} -p ${{ secrets.PYPI_PASSWORD }} dist/* + uv build + ls -l dist + uvx twine upload dist/* - name: Convert success/failure strings to emojis id: emoji_status run: | diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index ffc8ea496..6bfa6b68a 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -8,6 +8,10 @@ on: merge_group: workflow_dispatch: +concurrency: + group: ${{ github.workflow }}-${{ github.ref }} + cancel-in-progress: true + jobs: detect-code-changes: name: Detect Code Changes @@ -15,8 +19,8 @@ jobs: outputs: run-tests: ${{ steps.filter.outputs.run-tests }} steps: - - uses: actions/checkout@v4 - - uses: dorny/paths-filter@v3 + - uses: actions/checkout@v6 + - uses: dorny/paths-filter@v4 id: filter with: list-files: shell @@ -31,37 +35,19 @@ jobs: needs: detect-code-changes if: needs.detect-code-changes.outputs.run-tests == 'true' runs-on: ubuntu-22.04 - strategy: - matrix: - python: ["3.7", "3.12"] - steps: - name: Checkout Code - uses: actions/checkout@v4 - - name: Hack to get setup-python to work on nektos/act - run: | - if [ ! -f "/etc/lsb-release" ] ; then - echo "DISTRIB_RELEASE=18.04" > /etc/lsb-release - fi - - name: Set Up Python - uses: actions/setup-python@v5 + uses: actions/checkout@v6 + - name: Set Up uv + uses: astral-sh/setup-uv@v9.0.0 with: - python-version: ${{ matrix.python }} + version: 0.12.3 + enable-cache: true + cache-dependency-glob: "uv.lock" - name: Set Up Environment - run: | - make install-uv reset-venv - source .venv/bin/activate - make install-pinned-extras-${{ matrix.python }} - - name: Run Pytest (Python 3.7) - if: matrix.python == '3.7' - run: | - source .venv/bin/activate - python -m pytest -s -v --runslow - - name: Run Pytest (Python 3.12) - if: matrix.python == '3.12' - run: | - source .venv/bin/activate - python -m pytest -s -v --runslow + run: make install-maximal-extras + - name: Run Pytest + run: make test-maximal-extras distributed-tests: name: Distributed Tests @@ -70,25 +56,16 @@ jobs: runs-on: ubuntu-22.04 steps: - name: Checkout Code - uses: actions/checkout@v4 - - name: Hack to get setup-python to work on nektos/act - run: | - if [ ! -f "/etc/lsb-release" ] ; then - echo "DISTRIB_RELEASE=18.04" > /etc/lsb-release - fi - - name: Set Up Python - uses: actions/setup-python@v5 + uses: actions/checkout@v6 + - name: Set Up uv + uses: astral-sh/setup-uv@v9.0.0 with: - python-version: "3.12" + version: 0.12.3 + enable-cache: true + cache-dependency-glob: "uv.lock" - name: Set Up Environment - run: | - make install-uv reset-venv - source .venv/bin/activate - make install-pinned-extras-3.12 - # Run the @pytest.mark.DDP tests on the shared gloo pool (real multi-rank - # collective, not mocked). USE_PYTEST_POOL enables it; off by default. See #1982. + run: make install-maximal-extras + # Runs the @pytest.mark.DDP tests on the shared gloo pool (real multi-rank + # collective, not mocked). See #1982. - name: Run Distributed Tests (gloo pool) - run: | - source .venv/bin/activate - export USE_PYTEST_POOL=1 - python -m pytest -s -v --runslow -m DDP + run: make test-distributed diff --git a/.github/workflows/test_code_format.yml b/.github/workflows/test_code_format.yml index a8b337ff5..f5565dd21 100644 --- a/.github/workflows/test_code_format.yml +++ b/.github/workflows/test_code_format.yml @@ -8,35 +8,34 @@ on: merge_group: workflow_dispatch: +concurrency: + group: ${{ github.workflow }}-${{ github.ref }} + cancel-in-progress: true + jobs: test: name: Check runs-on: ubuntu-22.04 - strategy: - matrix: - python: ["3.7", "3.12"] steps: - name: Checkout Code - uses: actions/checkout@v4 - - name: Hack to get setup-python to work on nektos/act - run: | - if [ ! -f "/etc/lsb-release" ] ; then - echo "DISTRIB_RELEASE=18.04" > /etc/lsb-release - fi - - name: Set Up Python - uses: actions/setup-python@v5 + uses: actions/checkout@v6 + - name: Set Up uv + uses: astral-sh/setup-uv@v9.0.0 with: - python-version: ${{ matrix.python }} + version: 0.12.3 + enable-cache: true + cache-dependency-glob: "uv.lock" + # Run lock-check before installing: `make install-maximal` runs `uv sync` (no + # --frozen/--locked), which heals a stale uv.lock on disk and would hide the + # staleness this check exists to catch. + - name: Check Lockfile + run: make lock-check - name: Set Up Environment - run: | - make install-uv reset-venv - source .venv/bin/activate - make install-pinned-extras + run: make install-maximal + # ruff is exact-pinned in the dev group; mypy floats by interpreter (uv.lock pins + # 1.14.1 on Python 3.8, 1.17.1 on >=3.9, since mypy >=1.15 dropped 3.8). type-check + # here runs only on 3.12, so a single environment is enough. - name: Run Format Check - run: | - source .venv/bin/activate - make format-check + run: make format-check - name: Run Type Check - run: | - source .venv/bin/activate - make type-check + run: make type-check diff --git a/.github/workflows/test_minimal_deps.yml b/.github/workflows/test_minimal_deps.yml index 193e2babe..6c1d8e3d6 100644 --- a/.github/workflows/test_minimal_deps.yml +++ b/.github/workflows/test_minimal_deps.yml @@ -8,6 +8,10 @@ on: merge_group: workflow_dispatch: +concurrency: + group: ${{ github.workflow }}-${{ github.ref }} + cancel-in-progress: true + jobs: detect-code-changes: name: Detect Code Changes @@ -15,8 +19,8 @@ jobs: outputs: run-tests: ${{ steps.filter.outputs.run-tests }} steps: - - uses: actions/checkout@v4 - - uses: dorny/paths-filter@v3 + - uses: actions/checkout@v6 + - uses: dorny/paths-filter@v4 id: filter with: list-files: shell @@ -33,22 +37,18 @@ jobs: runs-on: ubuntu-22.04 strategy: matrix: - python: ["3.7"] + # Tests the lowest supported dependency versions on the lowest supported + # Python version. uv provisions the interpreter, so no setup-python needed. dependencies: ["minimal", "minimal-extras"] steps: - - uses: actions/checkout@v4 - - name: Set Up Python - uses: actions/setup-python@v5 + - uses: actions/checkout@v6 + - name: Set Up uv + uses: astral-sh/setup-uv@v9.0.0 with: - python-version: ${{ matrix.python }} + version: 0.12.3 + enable-cache: true + cache-dependency-glob: "uv.lock" - name: Set Up Environment - run: | - # Install system dependencies required by PyAV on CI. - make install-av-system-deps - make install-uv reset-venv - source .venv/bin/activate - make install-${{ matrix.dependencies }} + run: make install-${{ matrix.dependencies }} - name: Run Tests - run: | - source .venv/bin/activate - python -m pytest -s -v --runslow + run: make test-${{ matrix.dependencies }} diff --git a/.github/workflows/test_setup.yml b/.github/workflows/test_setup.yml index bdec10c96..4cb7590d9 100644 --- a/.github/workflows/test_setup.yml +++ b/.github/workflows/test_setup.yml @@ -8,6 +8,10 @@ on: merge_group: workflow_dispatch: +concurrency: + group: ${{ github.workflow }}-${{ github.ref }} + cancel-in-progress: true + jobs: detect-code-changes: name: Detect Code Changes @@ -15,8 +19,8 @@ jobs: outputs: run-tests: ${{ steps.filter.outputs.run-tests }} steps: - - uses: actions/checkout@v4 - - uses: dorny/paths-filter@v3 + - uses: actions/checkout@v6 + - uses: dorny/paths-filter@v4 id: filter with: list-files: shell @@ -29,36 +33,18 @@ jobs: needs: detect-code-changes if: needs.detect-code-changes.outputs.run-tests == 'true' runs-on: ubuntu-22.04 - steps: - name: Checkout Code - uses: actions/checkout@v4 - - name: Hack to get setup-python to work on nektos/act - run: | - if [ ! -f "/etc/lsb-release" ] ; then - echo "DISTRIB_RELEASE=18.04" > /etc/lsb-release - fi - - name: Set Up Python - uses: actions/setup-python@v5 + uses: actions/checkout@v6 + - name: Set Up uv + uses: astral-sh/setup-uv@v9.0.0 with: - python-version: 3.7 + version: 0.12.3 + enable-cache: true + cache-dependency-glob: "uv.lock" - name: Set Up Environment - run: | - make install-uv reset-venv - source .venv/bin/activate - make install-pinned + run: make install-maximal - name: Test CLI - run: | - source .venv/bin/activate - lightly-crop --help - lightly-ssl-train --help - lightly-embed --help - lightly-magic --help - lightly-version + run: make test-cli - name: Test CLI on Dataset - run: | - source .venv/bin/activate - git clone https://github.com/alexeygrigorev/clothing-dataset-small clothing_dataset_small - INPUT_DIR_1="clothing_dataset_small/test/dress" - lightly-ssl-train input_dir=$INPUT_DIR_1 trainer.max_epochs=1 loader.num_workers=6 - lightly-embed input_dir=$INPUT_DIR_1 + run: make test-cli-dataset diff --git a/.github/workflows/weekly_dependency_test.yml b/.github/workflows/weekly_dependency_test.yml index 63b07c730..aa4943c51 100644 --- a/.github/workflows/weekly_dependency_test.yml +++ b/.github/workflows/weekly_dependency_test.yml @@ -1,36 +1,36 @@ -# Install lightly from scratch and run tests. -# Python environment for regular unit tests is cached. In this workflow, -# we always pick up the latest dependencies and therefore check if a new -# external release breaks lightly. +# Tests the package against the latest version of all dependencies. This catches +# breakage from new dependency releases before users hit it, since the regular test +# workflows pin dependencies to a fixed cutoff date. name: Weekly Dependency Test on: workflow_dispatch: schedule: - - cron: '0 22 * * THU' # each Thursday night, at 22:00 UTC + - cron: '0 22 * * THU' + +concurrency: + group: ${{ github.workflow }}-${{ github.ref }} + cancel-in-progress: true jobs: test_fresh_install: - name: Test fresh install + name: Test Fresh Install runs-on: ubuntu-22.04 steps: - - name: Checkout code - uses: actions/checkout@v4 - - name: Set Up Python - uses: actions/setup-python@v5 + - name: Checkout Code + uses: actions/checkout@v6 + - name: Set Up uv + uses: astral-sh/setup-uv@v9.0.0 with: - python-version: "3.12" + version: 0.12.3 + enable-cache: true + cache-dependency-glob: "uv.lock" - name: Set Up Environment - run: | - make install-uv reset-venv - source .venv/bin/activate - make install-latest + run: make install-latest - name: Run Tests id: run_tests - run: | - source .venv/bin/activate - python -m pytest -s -v --runslow - - name: Slack Notification + run: make test-latest + - name: Slack notification if: always() uses: rtCamp/action-slack-notify@v2 env: diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index a833e637c..f4ea19631 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -21,7 +21,7 @@ repos: hooks: - id: mypy name: mypy - entry: mypy + entry: uv run --frozen mypy language: system types: [python] pass_filenames: false diff --git a/CLAUDE.md b/CLAUDE.md index 756c5fcbc..82ad91326 100644 --- a/CLAUDE.md +++ b/CLAUDE.md @@ -31,24 +31,48 @@ Main entry points: Package manager is `uv`. ```bash -uv venv && source .venv/bin/activate -make install-dev # installs all extras + pre-commit hooks +make install-dev ``` +This synchronizes the project environment from the lockfile and installs the pre-commit hooks. Commands should be run through the Makefile or `uv run --frozen`; manual virtual environment activation is not required. + | Command | Purpose | |---|---| -| `make format` | Auto-fix imports/formatting with ruff | -| `make format-check` | Check formatting without fixing | -| `make lint` | Ruff lint (`lint-lightly` + `lint-tests`) | +| `make format` | Auto-fix imports/formatting/lint with ruff | +| `make format-check` | Check formatting and lint without fixing | | `make type-check` | mypy on `lightly` and `tests` | -| `make static-checks` | `format-check` + `type-check` | +| `make lock` | Regenerate `uv.lock` after changing dependencies | +| `make lock-check` | Fail if `uv.lock` is out of date with `pyproject.toml` | +| `make static-checks` | `lock-check` + `format-check` + `type-check` | | `make test` | `pytest tests --runslow` (full suite) | | `make test-fast` | `pytest tests` (skips `@pytest.mark.slow`) | | `make all-checks` | `static-checks` + `test` | | `make generate-example-notebooks` | Regenerate `examples/notebooks/*` from `examples/{pytorch,pytorch_lightning,pytorch_lightning_distributed}` | +| `make help` | List the common targets | + +The `install-*` and `test-*` targets not listed above exist for CI: each workflow job +runs exactly one `make install-` followed by one `make test-`. +Every install target is a single `uv` command; never layer extra packages on top of an +installed environment. If `make format` reports changes, re-run it before `make all-checks`. +Development commands should be executed through the Makefile or `uv run --frozen` +to ensure they use the locked dependency versions. + +## Dependencies + +All dependencies live in `pyproject.toml`: + +- `[project] dependencies` — required at runtime for every user. +- `[project.optional-dependencies]` — optional user-facing features (`lightly[timm]`, + `lightly[video]`, ...). These ship with the package. +- `[dependency-groups]` — development-only, never distributed. `dev` is installed by + default; `docs`, `dist` and `minimal` are opt-in via `--group`. + +After changing dependencies run `make lock` and commit `uv.lock`; `make static-checks` +fails when the lockfile is stale. + ## Code style (see `CONTRIBUTING.md` for full detail) - Google + PyTorch styleguide. Docstrings use triple double quotes and the @@ -56,8 +80,8 @@ If `make format` reports changes, re-run it before `make all-checks`. functions unless very short and obvious. - Full type hints everywhere (mypy-clean). Use Python 3.10-style unions (`str | Path`, not `Union[str, Path]`); this requires `from __future__ import - annotations` at the top of the module (package still declares - `requires-python = ">=3.8"` and CI tests old Python versions). + annotations` at the top of the module (the package declares + `requires-python = ">=3.8"` and CI tests that lowest supported version). - Prefer keyword arguments when calling functions with more than one argument. - Import functions via their module (`from module import submodule; submodule.fn(...)`); import classes directly (`from module.submodule import diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 11c05646c..b41565bd5 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -82,19 +82,24 @@ Follow these steps to start contributing: **do not** work on the `master` branch. -4. Set up a development environment. We use [uv](https://github.com/astral-sh/uv) for - development. Create and activate a virtual environment, then install the dev dependencies: +4. Set up the development environment. We use [uv](https://github.com/astral-sh/uv) + to manage dependencies and run project commands: ```bash - uv venv - source .venv/bin/activate make install-dev ``` + This synchronizes the project environment from the lockfile, including the + dependencies needed to build the docs, and installs the pre-commit hooks. You do + not need to activate the virtual environment manually. + + The package supports Python 3.8 and newer. + 5. Develop the features on your branch. - As you work on the features, you should make sure that the code is formatted and the - test suite passes: + As you work on the features, you should make sure that the code is formatted and + the test suite passes. The Makefile runs development tools through the locked `uv` + environment, so manual virtual environment activation is not required: ```bash make format @@ -104,6 +109,16 @@ Follow these steps to start contributing: If you get a formatting error from ruff, please run `make format` again before running `make all-checks`. + Run the full test suite with `make test`. To run a specific test directory, + module, class, or individual test through the locked environment, pass it to + `uv run --frozen pytest`, for example: + + ```bash + uv run --frozen pytest tests/models + uv run --frozen pytest tests/models/test_resnet.py + uv run --frozen pytest tests/models/test_resnet.py::TestClass::test_name + ``` + If you're modifying examples under `examples/`, make sure to update the corresponding notebooks by running the following command: @@ -114,6 +129,23 @@ Follow these steps to start contributing: If you're modifying documents under `docs/source`, make sure to validate that they can still be built. This check also runs in CI and the build instructions can be found in `docs/README.md`. + If you're adding or changing a dependency, put it in the right place in + `pyproject.toml`: + + - `[project] dependencies` — required at runtime by every user. + - `[project.optional-dependencies]` — optional user-facing features, installable + as `lightly[]`. These are distributed with the package. + - `[dependency-groups]` — development-only, never distributed. `dev` is installed + automatically; `docs`, `dist` and `minimal` are opt-in via `--group`. + + Afterwards regenerate the lockfile and commit it together with your change: + + ```bash + make lock + ``` + + `make static-checks` fails if `uv.lock` is out of date with `pyproject.toml`. + Once you're happy with your changes, add changed files using `git add` and make a commit with `git commit` to record your changes locally: @@ -163,7 +195,7 @@ Important notes: - Make your functions checkable through static typecheckers (`mypy`). This means that it must have proper [type hints](https://docs.python.org/3/library/typing.html) everywhere. We use Python 3.10-style type-hints for Union-types, i.e. `str | Path` instead of `Union[str, Path]`. For backwards-compatibility, this requires that every module using such type-hints imports `from __future__ import annotations` at the very top of the module. - Don't overlook the `Raises`. - Use punctuation. -- Docstrings follow the Google convention. The selected `pydocstyle` rules in `pyproject.toml` are checked by `ruff` and run as part of `make format-check` and `make lint`. +- Docstrings follow the Google convention. The selected `pydocstyle` rules in `pyproject.toml` are checked by `ruff` and run as part of `make format-check`. - **Please look carefully at the examples provided below (from the styleguide)**. #### Packages and Modules @@ -292,4 +324,4 @@ class SampleClass: from module.submodule import MyClass ``` -#### This guide was inspired by the [Transformers guide to contributing](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md) which was influenced by the [Scikit-learn guide to contributing](https://github.com/scikit-learn/scikit-learn/blob/main/CONTRIBUTING.md). \ No newline at end of file +#### This guide was inspired by the [Transformers guide to contributing](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md) which was influenced by the [Scikit-learn guide to contributing](https://github.com/scikit-learn/scikit-learn/blob/main/CONTRIBUTING.md). diff --git a/Makefile b/Makefile index 1a99eeca7..f4e95c112 100644 --- a/Makefile +++ b/Makefile @@ -1,16 +1,69 @@ # Copyright (c) 2020. Lightly AG and its affiliates. # All Rights Reserved -.PHONY: clean clean-build clean-pyc clean-out docs help +# All commands run through uv and do not require manually activating a virtual +# environment. Every install target is a single uv command so that the resulting +# environment is fully described by that command plus pyproject.toml. + .DEFAULT_GOAL := help -# TODO + +### Configuration + +# Python directories to format and lint. +PYTHON_DIRS = benchmarks docs examples lightly tests + +# Min and max Python versions we test against. 3.8 is the lowest version uv can +# provision and the lowest version pyproject.toml's requires-python allows. +MINIMAL_PYTHON_VERSION := 3.8 +MAXIMAL_PYTHON_VERSION := 3.12 + +# Date until which dependencies installed with --exclude-newer must have been released. +# Dependencies released after this date are ignored. This keeps CI stable when new +# versions of dependencies are released. Must be a full timestamp: a bare date is +# interpreted in the local timezone, which would make local and CI runs disagree. +EXCLUDE_NEWER_DATE := "2025-08-07T22:00:00Z" + +# Install the package in non-editable mode in CI. +ifdef CI +EDITABLE := +NO_EDITABLE := --no-editable +else +EDITABLE := -e +NO_EDITABLE := +endif + +# Pytest options shared by all the CI test targets. +PYTEST_CI_OPTS := -v --durations=20 --runslow + +# How to invoke tools inside the project environment. Defaults to syncing from the +# lockfile, which is what you want locally. Targets that run against an environment +# built by one of the install-* targets override this with `uv run --no-sync`, because +# syncing would replace the pinned dependency versions with the lockfile's versions. +UV_RUN ?= uv run --frozen + + +.PHONY: help help: + @echo "Common targets:" + @echo " install-dev install the package for local development" + @echo " format auto-fix imports and formatting with ruff" + @echo " static-checks lock-check + format-check + type-check" + @echo " test run the full test suite" + @echo " test-fast run the test suite without slow tests" + @echo " all-checks static-checks + test" + @echo " generate-example-notebooks regenerate examples/notebooks from examples/" + @echo "" + @echo "See the Makefile for the install-*/test-* targets used by CI." + -## make clean +### Cleaning + +.PHONY: clean clean: clean-build clean-pyc clean-out -## remove build artifacts +# Remove build artifacts. +.PHONY: clean-build clean-build: rm -fr build/ rm -fr dist/ @@ -18,11 +71,13 @@ clean-build: find . -name '*.egg-info' -exec rm -fr {} + find . -name '*.egg' -exec rm -f {} + -## remove python file artifacts +# Remove Python file artifacts. +.PHONY: clean-pyc clean-pyc: find . -name '__pycache__' -exec rm -fr {} + -## remove hydra outputs +# Remove hydra outputs. +.PHONY: clean-out clean-out: rm -fr outputs/ rm -fr lightly_outputs/ @@ -31,192 +86,237 @@ clean-out: rm -fr last.ckpt -# Python directories to format and lint -PYTHON_DIRS = benchmarks docs examples lightly tests +### Static checks -# format code with ruff +# Format code with ruff and fix auto-fixable lint errors. +.PHONY: format format: - ruff check --fix --select I $(PYTHON_DIRS) - ruff format $(PYTHON_DIRS) + uv run --frozen ruff check --fix $(PYTHON_DIRS) + uv run --frozen ruff format $(PYTHON_DIRS) -# check if code is formatted with ruff +# Check that the code is formatted and free of lint errors. +.PHONY: format-check format-check: @echo "Checking code format..." - ruff check --select I $(PYTHON_DIRS) - ruff format --check $(PYTHON_DIRS) - -# lint code with ruff -lint: lint-lightly lint-tests + uv run --frozen ruff check $(PYTHON_DIRS) + uv run --frozen ruff format --check $(PYTHON_DIRS) -## lint lightly code with ruff -lint-lightly: - ruff check lightly - -## lint tests with ruff -lint-tests: - ruff check tests +# Check typing. +.PHONY: type-check +type-check: + uv run --frozen mypy lightly tests -## run tests -test: - pytest tests --runslow +# Check that uv.lock is up-to-date with pyproject.toml. Without this, the +# `uv run --frozen` targets above would silently run against a stale environment. +# +# --exclude-newer has to match `lock` below: it is part of the resolution inputs, so +# omitting it here makes uv re-resolve and report the lockfile as outdated. +.PHONY: lock-check +lock-check: + uv lock --check --exclude-newer $(EXCLUDE_NEWER_DATE) -test-fast: - pytest tests +.PHONY: static-checks +static-checks: lock-check format-check type-check -## run distributed tests on the shared gloo pool (see #1982) -# python -m pytest is required (instead of plain pytest) because it adds the repo -# root to sys.path, which the spawned pool workers need to import the tests package. -test-distributed: - USE_PYTEST_POOL=1 python -m pytest tests --runslow -m DDP +.PHONY: all-checks +all-checks: static-checks test -## check typing -type-check: - mypy lightly tests -## run format checks -static-checks: format-check type-check +### Dependencies -## run format checks and tests -all-checks: static-checks test +# Update the lockfile using dependencies released before the cutoff date. +.PHONY: lock +lock: + uv lock --exclude-newer $(EXCLUDE_NEWER_DATE) -## build source and wheel package -dist: clean - python -m build - ls -l dist +# Install the package for local development, including the dependencies needed to +# build the docs. +.PHONY: install-dev +install-dev: + uv sync --locked --exclude-newer $(EXCLUDE_NEWER_DATE) --all-extras --group docs + uv run --frozen pre-commit install +# Install system dependencies required to build PyAV from source. +# +# Both minimal targets need this, including install-minimal which selects no extras: +# uv always resolves every optional dependency, so --resolution=lowest-direct pulls in +# av==8.0.3, which ships no wheel for Python 3.8 and therefore builds from source. The +# maximal targets get an av wheel instead and need no system libraries. +# +# This installs packages system-wide with apt-get, so it is skipped outside CI. +.PHONY: _av-system-deps +_av-system-deps: +ifndef CI + @echo "Skipping PyAV system dependencies (CI only)." +else + sudo apt-get update + sudo apt-get install -y libavformat-dev libavdevice-dev +endif +# Install the package with the lowest supported dependency versions. +# +# Explanation of the flags: +# --resolution=lowest-direct: Only install minimal versions for direct dependencies. +# Transitive dependencies use the latest compatible version. Using --resolution=lowest +# would also downgrade transitive dependencies, which is not a realistic scenario and +# results in some extremely old dependencies being installed. +# --exclude-newer: Ignore dependencies released after that date to keep CI stable. +# --group minimal: Provides the version floors to resolve against. Note that this must +# not be `--extra minimal`: that extra is empty now, so it would silently be a no-op. +# +# These targets deliberately do not pass --frozen: it would take precedence over +# --resolution and install the lockfile's versions instead of the lowest ones. +.PHONY: install-minimal +install-minimal: _av-system-deps + uv sync --python=$(MINIMAL_PYTHON_VERSION) --resolution=lowest-direct \ + --exclude-newer $(EXCLUDE_NEWER_DATE) $(NO_EDITABLE) --group minimal -# uninstall package from active site -uninstall: clean - pip uninstall lightly +# Install the package with the lowest supported dependency versions, including extras. +# See install-minimal for an explanation of the flags. +.PHONY: install-minimal-extras +install-minimal-extras: _av-system-deps + uv sync --python=$(MINIMAL_PYTHON_VERSION) --resolution=lowest-direct \ + --exclude-newer $(EXCLUDE_NEWER_DATE) $(NO_EDITABLE) --group minimal \ + --extra matplotlib --extra timm --extra video + +# Install the package with dependencies pinned to the latest compatible version +# available at EXCLUDE_NEWER_DATE. +.PHONY: install-maximal +install-maximal: + uv sync --python=$(MAXIMAL_PYTHON_VERSION) --exclude-newer $(EXCLUDE_NEWER_DATE) \ + $(NO_EDITABLE) + +# Install the package with all extras and dependencies pinned to the latest compatible +# version available at EXCLUDE_NEWER_DATE. +.PHONY: install-maximal-extras +install-maximal-extras: + uv sync --python=$(MAXIMAL_PYTHON_VERSION) --exclude-newer $(EXCLUDE_NEWER_DATE) \ + $(NO_EDITABLE) --all-extras + +# Install the package with the extras needed to regenerate the example notebooks. +# Excludes the video extra as PyAV is not needed to convert notebooks. +.PHONY: install-notebook +install-notebook: + uv sync --python=$(MAXIMAL_PYTHON_VERSION) --exclude-newer $(EXCLUDE_NEWER_DATE) \ + $(NO_EDITABLE) --extra matplotlib --extra timm + +# Install the package with the latest version of all dependencies. The --upgrade flag +# ensures that the lockfile is ignored. +.PHONY: install-latest +install-latest: + uv sync --python=$(MAXIMAL_PYTHON_VERSION) --upgrade --reinstall $(NO_EDITABLE) \ + --all-extras +# Install only the tooling needed to build and publish the package. +.PHONY: install-dist +install-dist: + uv sync --frozen --only-group dist -## helper for renaming -find: - @read -p "Enter Term: " term; \ - grep -rnw ./ -e "$$term" +# Install the package with everything needed to build the documentation. +.PHONY: install-docs +install-docs: + uv sync --python=$(MAXIMAL_PYTHON_VERSION) --exclude-newer $(EXCLUDE_NEWER_DATE) \ + $(NO_EDITABLE) --all-extras --group docs -### Virtual Environment +### Deprecated dependency targets +# +# These are only kept because lightly-core's build_docs.yml workflow calls them to +# build the docs for docs.lightly.ai. They install into whatever virtual environment +# is already active, which that workflow creates itself. +# +# TODO: Remove once lightly-core's build_docs.yml uses astral-sh/setup-uv and +# `make install-docs` instead. .PHONY: install-uv install-uv: - curl -LsSf https://astral.sh/uv/0.2.25/install.sh | sh - - -.PHONY: reset-venv -reset-venv: - deactivate || true - rm -rf .venv - uv venv .venv - + curl -LsSf https://astral.sh/uv/0.12.3/install.sh | sh -### Dependencies +.PHONY: install-pinned-extras +install-pinned-extras: + uv pip install --exclude-newer $(EXCLUDE_NEWER_DATE) --reinstall $(EDITABLE) . \ + --all-extras --requirement pyproject.toml --group dev --group docs -# When running these commands locally, it is recommended to first reset the environment -# with: `make reset-venv && source .venv/bin/activate` -# Otherwise old dependencies might linger around. -# Set EDITABLE to -e to install the package in editable mode outside of CI. This is -# useful for local development. -ifdef CI -EDITABLE= -else -EDITABLE=-e -endif +### Testing -# Date until which dependencies installed with --exclude-newer must have been released. -# Dependencies released after this date are ignored. -EXCLUDE_NEWER_DATE="2025-08-07" +# The CI test targets use `uv run --no-sync` instead of `uv run --frozen` because the +# environment they run in was installed by one of the install-* targets above. With +# --frozen, uv would re-sync the environment to match the lockfile and undo that. -# Install package for local development. -.PHONY: install-dev -install-dev: - uv pip install ${EDITABLE} . --all-extras --requirement pyproject.toml - pre-commit install - - -# Install package with minimal dependencies. -# -# This command is split into multiple steps: -# 1. Install the dev dependencies to be able to run tests. We don't want to use -# the minimal versions for these dependencies. -# 2. Then we reinstall the package with minimal dependencies. -# 3. Finally we install setuptools<50. This is necessary for compatibility with old -# PyTorch Lightning versions that do not include the correct setuptools dependencies. -# -# Explanation of flags: -# --exclude-newer: We don't want to install dependencies released after that date to -# keep CI stable. -# --resolution=lowest-direct: Only install minimal versions for direct dependencies. -# Transitive dependencies will use the latest compatible version. -# Using --resolution=lowest would also download the latest versions for transitive -# dependencies which is not a realistic scenario and results in some extremely old -# dependencies being installed. -# --reinstall: Reinstall dependencies to make sure they satisfy the constraints. -.PHONY: install-minimal -install-minimal: - uv pip install --exclude-newer ${EXCLUDE_NEWER_DATE} ${EDITABLE} ".[dev]" - uv pip install --resolution=lowest-direct --exclude-newer ${EXCLUDE_NEWER_DATE} --reinstall ${EDITABLE} ".[minimal]" - uv pip install --exclude-newer ${EXCLUDE_NEWER_DATE} --reinstall "setuptools<50" - -# Install package with minimal dependencies including extras. -# See install-minimal for explanation of flags. -# We do not use --all-extras because it includes the dev dependencies for which we don't -# want to install the minimal versions. -.PHONY: install-minimal-extras -install-minimal-extras: - uv pip install --exclude-newer ${EXCLUDE_NEWER_DATE} ${EDITABLE} ".[dev]" - uv pip install --resolution=lowest-direct --exclude-newer ${EXCLUDE_NEWER_DATE} --reinstall ${EDITABLE} ".[matplotlib,minimal,timm,video]" --requirement pyproject.toml - uv pip install --exclude-newer ${EXCLUDE_NEWER_DATE} --reinstall "setuptools<50" - -# Install package with dependencies pinned to the latest compatible version available at -# EXCLUDE_NEWER_DATE. This keeps CI stable if new versions of dependencies are released. -.PHONY: install-pinned -install-pinned: - uv pip install --exclude-newer ${EXCLUDE_NEWER_DATE} --reinstall ${EDITABLE} . --requirement pyproject.toml - -# Install package with all extras and dependencies pinned to the latest compatible -# version available at EXCLUDE_NEWER_DATE. This keeps CI stable if new versions of -# dependencies are released. -.PHONY: install-pinned-extras -install-pinned-extras: - uv pip install --exclude-newer ${EXCLUDE_NEWER_DATE} --reinstall ${EDITABLE} . --all-extras --requirement pyproject.toml +# Run all tests. +.PHONY: test +test: + uv run --frozen pytest tests --runslow -# Install package with selected extras pinned to the latest compatible version -# available at EXCLUDE_NEWER_DATE. This excludes video dependencies. -.PHONY: install-pinned-extras-no-video -install-pinned-extras-no-video: - uv pip install --exclude-newer ${EXCLUDE_NEWER_DATE} --reinstall ${EDITABLE} ".[dev,matplotlib,minimal,timm]" --requirement pyproject.toml +# Run all tests except the slow ones. +.PHONY: test-fast +test-fast: + uv run --frozen pytest tests -# Install package with pinned extras for notebook CI checks. -.PHONY: install-pinned-notebook -install-pinned-notebook: install-pinned-extras-no-video +# One target per CI scenario, so that every workflow job reads +# `make install-` followed by `make test-`. They currently share +# the same pytest invocation and only differ in the environment the matching +# install- target built. +.PHONY: _test-ci +_test-ci: + uv run --no-sync pytest tests $(PYTEST_CI_OPTS) -# Install system dependencies for PyAV in CI. -.PHONY: install-av-system-deps -install-av-system-deps: -ifdef CI - sudo apt-get update - sudo apt-get install -y libssh-gcrypt-4=0.9.6-2build1 libavformat-dev libavdevice-dev -else - @echo "Skipping PyAV system dependencies (CI only)." -endif +.PHONY: test-minimal test-minimal-extras test-maximal test-maximal-extras test-latest +test-minimal test-minimal-extras test-maximal test-maximal-extras test-latest: _test-ci -# Install package with pinned extras for specific Python versions used in CI. -.PHONY: install-pinned-extras-3.7 install-pinned-extras-3.12 -install-pinned-extras-3.7: install-pinned-extras-no-video -install-pinned-extras-3.12: install-av-system-deps install-pinned-extras +# Run the @pytest.mark.DDP tests on the shared gloo pool (real multi-rank collective, +# not mocked). USE_PYTEST_POOL enables the pool; it is off by default. See #1982. +# +# python -m pytest is required (instead of plain pytest) because it adds the repo +# root to sys.path, which the spawned pool workers need to import the tests package. +.PHONY: test-distributed +test-distributed: + USE_PYTEST_POOL=1 uv run --no-sync python -m pytest tests -m DDP $(PYTEST_CI_OPTS) + +# Check that the committed example notebooks are up-to-date with examples/. +.PHONY: test-notebooks +test-notebooks: + $(MAKE) generate-example-notebooks UV_RUN="uv run --no-sync" + git add examples/notebooks/ + @if ! git diff --cached --exit-code; then \ + echo "Notebooks have changed! Please run 'make generate-example-notebooks' and commit the changes."; \ + exit 1; \ + fi + +# Smoke test that the CLI entry points are installed and runnable. +.PHONY: test-cli +test-cli: + uv run --no-sync lightly-crop --help + uv run --no-sync lightly-ssl-train --help + uv run --no-sync lightly-embed --help + uv run --no-sync lightly-magic --help + uv run --no-sync lightly-version + +# Smoke test the CLI on an actual dataset. +.PHONY: test-cli-dataset +test-cli-dataset: + rm -rf clothing_dataset_small + git clone --depth 1 https://github.com/alexeygrigorev/clothing-dataset-small clothing_dataset_small + uv run --no-sync lightly-ssl-train input_dir=clothing_dataset_small/test/dress \ + trainer.max_epochs=1 loader.num_workers=2 + uv run --no-sync lightly-embed input_dir=clothing_dataset_small/test/dress + + +### Packaging + +# Build source and wheel package. +.PHONY: dist +dist: clean + uv build + ls -l dist -# Install package with the latest dependencies. -.PHONY: install-latest -install-latest: - uv pip install --upgrade --reinstall ${EDITABLE} . --all-extras --requirement pyproject.toml +### Examples -# Generate Notebooks from examples +# Generate notebooks from the example scripts. .PHONY: generate-example-notebooks generate-example-notebooks: - python examples/create_example_nbs.py examples/pytorch examples/notebooks/pytorch - python examples/create_example_nbs.py examples/pytorch_lightning examples/notebooks/pytorch_lightning - python examples/create_example_nbs.py examples/pytorch_lightning_distributed examples/notebooks/pytorch_lightning_distributed + $(UV_RUN) python examples/create_example_nbs.py examples/pytorch examples/notebooks/pytorch + $(UV_RUN) python examples/create_example_nbs.py examples/pytorch_lightning examples/notebooks/pytorch_lightning + $(UV_RUN) python examples/create_example_nbs.py examples/pytorch_lightning_distributed examples/notebooks/pytorch_lightning_distributed diff --git a/README.md b/README.md index e9f742657..1f34955c6 100644 --- a/README.md +++ b/README.md @@ -347,12 +347,17 @@ Head to the [documentation](https://docs.lightly.ai/self-supervised-learning/) a ## Development -To install dev dependencies (for example to contribute to the framework) you can use the following command: +We use [uv](https://github.com/astral-sh/uv) to manage dependencies. To set up a +development environment (for example to contribute to the framework) you can use the +following command: ``` -pip3 install -e ".[dev]" +make install-dev ``` +This installs the package with all extras and development dependencies, and sets up the +pre-commit hooks. You do not need to activate the virtual environment manually. + For more information about how to contribute have a look [here](CONTRIBUTING.md). ### Running Tests @@ -374,7 +379,7 @@ make test To test a specific file or directory use: ``` -pytest +uv run --frozen pytest ``` ### Code Formatting diff --git a/docs/README.md b/docs/README.md index 618f12a45..b0924e010 100644 --- a/docs/README.md +++ b/docs/README.md @@ -1,11 +1,7 @@ # Documentation Guide All the commands in here are assumed to be run from within the `docs` directory. ## Prerequisites -In a virtual environment, make sure that you install the development dependencies: -```bash -pip install -e "..[dev]" -``` -Or if your package manager of choice is `uv`, you can run: +Install the development dependencies. They include everything needed to build the docs: ```bash (cd .. && make install-dev) ``` diff --git a/lightly/loss/ibot_loss.py b/lightly/loss/ibot_loss.py index 4e32a6d01..45d88ddbf 100644 --- a/lightly/loss/ibot_loss.py +++ b/lightly/loss/ibot_loss.py @@ -1,5 +1,7 @@ from __future__ import annotations +from typing import cast + import torch from torch import Tensor from torch.nn import Module @@ -105,7 +107,7 @@ def forward( self.center.update(teacher_out) - return loss + return cast(Tensor, loss) class IBOTPlusPlusPatchLoss(IBOTPatchLoss): diff --git a/lightly/models/modules/masked_vision_transformer_timm.py b/lightly/models/modules/masked_vision_transformer_timm.py index 20ba451b3..b1e94bf08 100644 --- a/lightly/models/modules/masked_vision_transformer_timm.py +++ b/lightly/models/modules/masked_vision_transformer_timm.py @@ -80,7 +80,7 @@ def forward( attn_pool = getattr(self.vit, "attn_pool", None) if attn_pool is not None: x = attn_pool(x) - return x + return cast(Tensor, x) global_pool = cast(str, getattr(self.vit, "global_pool", "")) if global_pool == "avg": diff --git a/lightly/models/resnet.py b/lightly/models/resnet.py index f956ead77..3eb58f64c 100644 --- a/lightly/models/resnet.py +++ b/lightly/models/resnet.py @@ -12,7 +12,7 @@ # All Rights Reserved from __future__ import annotations -from typing import List +from typing import List, cast import torch.nn as nn import torch.nn.functional as F @@ -241,7 +241,7 @@ def forward(self, x: Tensor) -> Tensor: out = F.avg_pool2d(out, 4) out = out.view(out.size(0), -1) out = self.linear(out) - return out + return cast(Tensor, out) def ResNetGenerator( diff --git a/lightly/transforms/gaussian_blur.py b/lightly/transforms/gaussian_blur.py index 207f3ab87..4830c79aa 100644 --- a/lightly/transforms/gaussian_blur.py +++ b/lightly/transforms/gaussian_blur.py @@ -1,7 +1,7 @@ # Copyright (c) 2020. Lightly AG and its affiliates. # All Rights Reserved -from typing import Optional, Tuple, Union +from typing import Optional, Tuple, Union, cast from warnings import warn import numpy as np @@ -64,8 +64,12 @@ def __call__(self, sample: Union[Tensor, Image]) -> Union[Tensor, Image]: prob = np.random.random_sample() # Convert to PIL image if it's a tensor, otherwise use as is - is_input_tensor = isinstance(sample, Tensor) - sample_pil: Image = F.to_pil_image(sample) if is_input_tensor else sample + if isinstance(sample, Tensor): + is_input_tensor = True + sample_pil = cast(Image, F.to_pil_image(sample)) + else: + is_input_tensor = False + sample_pil = sample if prob < self.prob: # choose randomized std for Gaussian filtering diff --git a/pyproject.toml b/pyproject.toml index ebbf26e7d..4996d8fef 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -7,7 +7,9 @@ build-backend = "setuptools.build_meta" [project] name="lightly" -requires-python = ">=3.6" +# 3.8 is the lowest version we support and test, and the lowest interpreter uv can +# provision, so 3.6/3.7 can no longer be installed or tested here. +requires-python = ">=3.8" authors = [ {name = "Lightly Team", email = "team@lightly.ai"}, ] @@ -26,8 +28,6 @@ classifiers = [ "Topic :: Software Development :: Libraries", "Topic :: Software Development :: Libraries :: Python Modules", "Programming Language :: Python :: 3", - "Programming Language :: Python :: 3.6", - "Programming Language :: Python :: 3.7", "Programming Language :: Python :: 3.8", "Programming Language :: Python :: 3.9", "Programming Language :: Python :: 3.10", @@ -41,53 +41,133 @@ dependencies = [ "tqdm>=4.44", "torch", "torchvision", - "pytorch_lightning>=1.0.4" + "pytorch_lightning>=1.0.4", ] dynamic = ["version", "readme"] [project.optional-dependencies] all = [ - "lightly[dev,matplotlib,minimal,timm,video]" + "lightly[matplotlib,minimal,timm,video]" ] + +# Deprecated. The version floors this extra used to carry are test-only and now live +# in the `minimal` dependency group, which is not distributed with the package. Kept +# as an empty extra so `lightly[minimal]` and `lightly[all]` keep resolving. +minimal = [] +timm = ["timm>=0.9.9"] +video = ["av>=8.0.3"] +matplotlib = ["matplotlib>=3"] + + +# Dependency groups are development-only and are never distributed with the package. +# Anything users are meant to install goes into [project.optional-dependencies] instead. +[dependency-groups] +# Tooling to develop, test, lint and type-check the package. Installed by default, +# see tool.uv.default-groups below. +# +# Every entry needs a lower bound, even though this group is development-only and its +# versions are otherwise pinned by uv.lock. `uv sync --resolution=lowest-direct`, which +# the minimal test setup uses, resolves the whole lockfile and therefore applies to this +# group as well: an unbounded `pandas` resolves to pandas 0.1 (2009), which does not +# build. The bounds are the versions uv.lock already selects for Python 3.8, the lowest +# version we test against (except mypy, floored lower at 1.4.1 since type-check runs only +# on 3.12), so the dev tooling stays usable there. Bumping them is only necessary when a +# tool no longer works at its floor. dev = [ - "sphinx", - "pytest", - "pytest-forked", - "pytest-xdist", - "pytest-mock", - "docutils<=0.16", - "sphinx-copybutton", - "sphinx-design", - "sphinx-gallery", - "sphinx-tabs", - "sphinx-reredirects", - "sphinx_rtd_theme", - "matplotlib", - "pre-commit", - "opencv-python", - "scikit-learn", - "pandas", - "toml", - "torchmetrics", - # ruff and mypy should be the same version as defined in .pre-commit-config.yaml - "ruff==0.12.7", # frozen version to avoid differences between CI and local dev machines - "mypy==1.4.1", # frozen version to avoid differences between CI and local dev machines - "types-toml", - "types-PyYAML", - "nbformat", - "jupytext" + "pytest>=8.3.5", + "pytest-forked>=1.6.0", + "pytest-xdist>=3.6.1", + "pytest-mock>=3.14.1", + "responses>=0.25.7", + # Also a lower bound for the `matplotlib` extra when both are installed, so the + # minimal test setup exercises this version rather than the extra's `matplotlib>=3`. + "matplotlib>=3.7.5", + "pre-commit>=3.5.0", + "opencv-python>=4.11.0.86", + "scikit-learn>=1.3.2", + "pandas>=2.0.3", + "toml>=0.10.2", + "torchmetrics>=1.5.2", + # Ruff should match the version defined in .pre-commit-config.yaml. + "ruff==0.12.7", + "mypy>=1.4.1", + "types-python-dateutil>=2.9.0.20241206", + "types-toml>=0.10.8.20240310", + "types-requests>=2.32.0.20241016", + "types-PyYAML>=6.0.12.20241230", + "nbformat>=5.10.4", + "jupytext>=1.17.1", +] + +# Sphinx and its extensions, only needed to build the documentation in docs/. +# Lower bounds are required for the same reason as in the `dev` group above. +docs = [ + "sphinx>=5.3.0", + # Pinned: 0.16 is both the highest version the docs build with and the version the + # lockfile selects, so the lower bound has nowhere else to go. + "docutils==0.16", + "sphinx-copybutton>=0.5.2", + "sphinx-design>=0.5.0", + "sphinx-gallery>=0.19.0", + "sphinx-tabs>=3.4.7", + "sphinx-reredirects>=0.1.4", + "sphinx_rtd_theme>=2.0.0", ] -# Minimal dependencies against which we test. Older versions might work depending on the -# functionality used. + +# Tooling to build and publish the package to PyPI. +# Lower bounds are required for the same reason as in the `dev` group above. +dist = [ + "build>=1.2.2.post1", + "twine>=6.1.0", + "wheel>=0.45.1", +] + +# Lowest dependency versions we test against, used together with +# `uv sync --resolution=lowest-direct`. Older versions might work depending on the +# functionality used. This used to be the `minimal` extra. minimal = [ "torch>=1.10.0", "torchvision>=0.11.0", "pytorch_lightning>=1.6", + # Without this floor, lowest-direct resolves numpy to ~1.20.1 (torchmetrics 1.5.2 in the + # dev group requires numpy>1.20.0) while taking the newest Pillow, whose PIL/_typing.py + # imports numpy.typing.NDArray (added in 1.21.0). Floor numpy to 1.21 so the two agree. + "numpy>=1.21.0", ] -timm = ["timm>=0.9.9"] -video = ["av>=8.0.3; python_version>='3.8'"] -matplotlib = ["matplotlib>=3"] +[tool.uv] +# Only `dev` is installed automatically; docs/dist/minimal are opt-in via --group. +default-groups = ["dev"] + +# setuptools is pulled into the Python 3.8 minimal test setup transitively (nothing +# depends on it directly), and `--resolution=lowest-direct` leaves transitive versions +# at their newest. It is held in a narrow window: +# - Cap <59.6: torch 1.10's tensorboard import reads distutils.version.LooseVersion. +# setuptools 59.6.0 changed its bundled-distutils hook so that access raises +# "module 'distutils' has no attribute 'version'"; 59.5.0 is the last release where it +# works. Without the cap the resolution takes the newest setuptools and torch 1.10 breaks. +# - Floor >=56: 56.0.0 is the first release whose pkg_resources import hook (VendorImporter) +# implements find_spec. pytest's `--import-mode=importlib` calls find_spec on every +# sys.meta_path finder, so an older setuptools would break collection with +# "'VendorImporter' object has no attribute 'find_spec'". The cap already lands on a +# find_spec-capable version (59.5.0); the floor guards against a future direct dependency +# re-pinning setuptools low, the way the removed openapi extra once did. +# A constraint, not a dependency, so it only bounds setuptools where it is already pulled +# in. The Python marker keeps the newer targets, which build against Python 3.12 and need +# a modern setuptools, unaffected. +constraint-dependencies = ["setuptools>=56,<59.6; python_full_version < '3.9'"] + +# av 8.0.3, which `--resolution=lowest-direct` selects for the minimal test setup, is +# sdist-only and ships no pyproject.toml, so uv runs its setup.py under the default +# legacy setuptools backend just to read the package metadata. Line 6 of that setup.py +# imports `distutils.msvccompiler` unconditionally, and setuptools removed that module +# from its bundled distutils in 74.0.0. Since setuptools 60, `import distutils` resolves +# to that bundled copy even on Python 3.8, where the stdlib still provides the module. +# +# This has to be a *build* constraint: `constraint-dependencies` above only applies to +# the project's own resolution, not to the isolated PEP 517 build environments. The +# Python marker keeps the newer targets, which build against Python 3.12, unaffected. +build-constraint-dependencies = ["setuptools<74; python_full_version < '3.9'"] [project.urls] "Homepage" = "https://www.lightly.ai" @@ -115,7 +195,8 @@ lightly = ["lightly/cli/config/*.yaml"] [tool.ruff] line-length = 88 -target-version = "py37" +target-version = "py38" +extend-exclude = ["lightly/openapi_generated"] [tool.ruff.lint] select = ["I", "D202", "D209", "D212", "D214", "D410", "D411", "D412"] diff --git a/tests/utils/test_optim.py b/tests/utils/test_optim.py index 36f607fb4..3abe23bd0 100644 --- a/tests/utils/test_optim.py +++ b/tests/utils/test_optim.py @@ -1,4 +1,4 @@ -from typing import Any, Dict, List +from typing import Any, Callable, Dict, List, TypeVar, cast import pytest from torch.nn import Linear @@ -6,6 +6,11 @@ from lightly.utils import optim +TestFunction = TypeVar("TestFunction", bound=Callable[..., None]) +parametrize = cast( + Callable[..., Callable[[TestFunction], TestFunction]], pytest.mark.parametrize +) + def test_update_param_groups() -> None: params: List[Dict[Any, Any]] = [ @@ -58,7 +63,7 @@ def test_update_param_groups__default_no_add_entry() -> None: assert "unknown" not in optimizer.param_groups[0] -@pytest.mark.parametrize( # type: ignore[misc] +@parametrize( "updates, match", [ ([{"name": "unknown"}], "No param group with name 'unknown' in optimizer."), @@ -68,7 +73,9 @@ def test_update_param_groups__default_no_add_entry() -> None: ), ], ) -def test_update_param_groups__error(updates: List[Dict[str, Any]], match: str) -> None: +def test_update_param_groups__error( + updates: List[Dict[str, object]], match: str +) -> None: optimizer = SGD([{"name": "model", "params": Linear(1, 1).parameters()}], lr=0.1) with pytest.raises(ValueError, match=match): optim.update_param_groups(optimizer=optimizer, updates=updates) diff --git a/uv.lock b/uv.lock new file mode 100644 index 000000000..c6dc49a99 --- /dev/null +++ b/uv.lock @@ -0,0 +1,7515 @@ 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