diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index a4ed8bdd..6e06a3e1 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -9,36 +9,21 @@ on: jobs: - check: + checks: runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 - - uses: prefix-dev/setup-pixi@v0.8.1 + - uses: astral-sh/setup-uv@v3.2.2 with: - pixi-version: v0.27.1 - frozen: true - cache: true - environments: dev - activate-environment: dev - - run: ruff check + version: "0.5.0" + python-version-file: ".python-version" + enable-cache: true + - run: uv sync + - run: uv run --frozen ruff check if: success() || failure() - - run: ruff format --check + - run: uv run --frozen ruff format --check if: success() || failure() - - ## - - typecheck: - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v4 - - uses: prefix-dev/setup-pixi@v0.8.1 - with: - pixi-version: v0.27.1 - frozen: true - cache: true - environments: extra - activate-environment: extra - - run: pyright + - run: uv run --frozen pyright if: success() || failure() ## @@ -64,26 +49,16 @@ jobs: test: runs-on: ubuntu-latest needs: get-pytorch-versions - strategy: + strategy: fail-fast: false matrix: python: ["3.9", "3.10", "3.11", "3.12"] pytorch: ${{fromJson(needs.get-pytorch-versions.outputs.versions)}} - steps: - uses: actions/checkout@v4 - - - name: Inject (python / pytorch) test deps into pixi.toml / pyproject.toml - run: | - sed -i 's/python = "3.9"/python = "${{ matrix.python }}.*"/' pixi.toml - sed -i 's/torch>=2.0.0/torch~=${{ matrix.pytorch }}/' pyproject.toml - - - uses: prefix-dev/setup-pixi@v0.8.1 + - uses: astral-sh/setup-uv@v3.2.2 with: - pixi-version: v0.27.1 - locked: false - frozen: false - cache: false - environments: default - activate-environment: default - - run: pytest tests/test_ci.py + version: "0.5.0" + - if: contains('2.0,2.1,2.2', matrix.pytorch) + run: echo "NUMPY_VERSION=--with \"numpy<2\"" >> $GITHUB_ENV + - run: uv run --python ${{ matrix.python }} --with torch~=${{ matrix.pytorch }} ${{ env.NUMPY_VERSION }} pytest --verbose tests/test_ci.py diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index ec904252..720a66f9 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -9,15 +9,11 @@ jobs: runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 - - uses: prefix-dev/setup-pixi@v0.8.1 + - uses: astral-sh/setup-uv@v3 with: - pixi-version: v0.27.1 - frozen: true - cache: true - environments: dev - activate-environment: dev - - run: python -m build - - run: twine upload dist/* - env: - TWINE_USERNAME: __token__ - TWINE_PASSWORD: ${{ secrets.PYPI_TOKEN }} + version: "0.5.0" + python-version-file: ".python-version" + enable-cache: true + - run: uv sync + - run: uv build + - run: uv publish diff --git a/.python-version b/.python-version new file mode 100644 index 00000000..94329086 --- /dev/null +++ b/.python-version @@ -0,0 +1 @@ +3.9.20 diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 24ff0658..1cf5b2b6 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -1,10 +1,10 @@ # Contributing -We use the [`pixi`](https://pixi.sh) package manager. Simply [install `pixi`](https://pixi.sh/latest/#installation) and run `pixi shell` in this repository to activate the environment. +We use the [`uv`](https://github.com/astral-sh/uv) package manager. Simply [install `uv`](https://github.com/astral-sh/uv#installation) and run `uv sync` in this repository to build the environment. Run `source .venv/bin/activate` to activate the environment. We use `ruff check` for linting, `ruff format` for formatting, `pyright` for static type checking, and `pytest` for testing. -We build wheels with `python -m build` and upload to [PyPI](https://pypi.org/project/torchrunx) with [twine](https://twine.readthedocs.io). Our release pipeline is powered by Github Actions. +We build wheels with `uv build` and upload to [PyPI](https://pypi.org/project/torchrunx) with `uv publish`. 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-transformers = "*" - -[environments] -default = { features = ["package", "dev"], solve-group = "default" } -dev = { features = ["dev"], solve-group = "default" } -extra = { features = ["package", "dev", "extra"], solve-group = "default"} diff --git a/pyproject.toml b/pyproject.toml index bf0f95a1..d90f2fb4 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -22,16 +22,19 @@ classifiers = [ ] requires-python = ">=3.9" dependencies = [ - "cloudpickle>=3.0", - "fabric>=3.2", - "torch>=2.0", - # torch.distributed depends on numpy - "numpy>=1.20", + "cloudpickle>=3.0", + "fabric>=3.2", + "torch>=2.0", + # torch.distributed depends on numpy + "numpy>=1.20", ] +[dependency-groups] +dev = ["ruff", "pyright", "pytest", "build", "twine"] +dev-extras = ["submitit", "transformers"] -[project.urls] -Repository = "https://github.com/apoorvkh/torchrunx.git" -Documentation = "https://torchrunx.readthedocs.io" +[tool.uv] +managed = true +python-preference = "only-managed" ## Development tools diff --git a/tests/test_submitit.py b/tests/test_submitit.py index 433e3382..b3c3b48c 100644 --- a/tests/test_submitit.py +++ b/tests/test_submitit.py @@ -2,10 +2,14 @@ import copy -import submitit +import submitit # pyright: ignore [reportMissingImports] import torch from torch.utils.data import Dataset -from transformers import BertForMaskedLM, Trainer, TrainingArguments +from transformers import ( # pyright: ignore [reportMissingImports] + BertForMaskedLM, + Trainer, + TrainingArguments, +) import torchrunx as trx diff --git a/tests/test_train.py b/tests/test_train_gpu.py similarity index 61% rename from tests/test_train.py rename to tests/test_train_gpu.py index b654a8b7..e1cbad3b 100644 --- a/tests/test_train.py +++ b/tests/test_train_gpu.py @@ -1,20 +1,21 @@ import os +import torch + import torchrunx as trx -def worker() -> None: - import torch +class MLP(torch.nn.Module): + def __init__(self) -> None: + super().__init__() + self.a = torch.nn.Linear(10, 10, bias=False) + self.b = torch.nn.Linear(10, 1, bias=False) - class MLP(torch.nn.Module): - def __init__(self) -> None: - super().__init__() - self.a = torch.nn.Linear(10, 10, bias=False) - self.b = torch.nn.Linear(10, 1, bias=False) + def forward(self, x: torch.Tensor) -> torch.Tensor: + return self.b(self.a(x)) - def forward(self, x: torch.Tensor) -> torch.Tensor: - return self.b(self.a(x)) +def worker() -> None: local_rank = int(os.environ["LOCAL_RANK"]) print("init model") model = MLP().to(local_rank) @@ -33,8 +34,6 @@ def forward(self, x: torch.Tensor) -> torch.Tensor: def test_distributed_train() -> None: trx.launch( worker, - hostnames="slurm", - workers_per_host="slurm", backend="nccl", ) diff --git a/uv.lock b/uv.lock new file mode 100644 index 00000000..07108f62 --- /dev/null +++ b/uv.lock @@ -0,0 +1,1615 @@ +version = 1 +requires-python = ">=3.9" +resolution-markers = [ + "python_full_version < '3.12'", + "python_full_version >= '3.12'", +] + +[[package]] +name = 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