diff --git a/.data/.gitignore b/.data/.gitignore deleted file mode 100644 index 2c1f5390..00000000 --- a/.data/.gitignore +++ /dev/null @@ -1,2 +0,0 @@ -* -!.datashare diff --git a/.data/datashare/.gitignore b/.data/datashare/.gitignore deleted file mode 100644 index d6b7ef32..00000000 --- a/.data/datashare/.gitignore +++ /dev/null @@ -1,2 +0,0 @@ -* -!.gitignore diff --git a/.dockerignore b/.dockerignore index 86d8c180..f53b3c5b 100644 --- a/.dockerignore +++ b/.dockerignore @@ -1,5 +1,3 @@ -old_temporal_manager -.data .github .venv docs diff --git a/.github/workflows/publish_asr_worker.yml b/.github/workflows/publish_asr_worker.yml new file mode 100644 index 00000000..2b78a9a0 --- /dev/null +++ b/.github/workflows/publish_asr_worker.yml @@ -0,0 +1,110 @@ +name: Publish asr-worker + +on: + workflow_dispatch: + push: + tags: + - 'asr-worker-*' + +jobs: + publish-io-worker: + runs-on: ubuntu-latest + steps: + - name: Docker meta + id: meta + uses: docker/metadata-action@v5 + with: + images: icij/asr-transcription-io-worker + tags: | + type=match,pattern=asr-worker-(.*),group=1 + + - name: Set up QEMU + uses: docker/setup-qemu-action@v3 + + - name: Set up Docker Buildx + uses: docker/setup-buildx-action@v3 + + - name: Login to Docker Hub + uses: docker/login-action@v3 + with: + # You'll need to set these secrets + username: ${{ secrets.DOCKERHUB_USERNAME }} + password: ${{ secrets.DOCKERHUB_TOKEN }} + + - name: Build and push image + uses: docker/build-push-action@v7 + with: + target: io-worker + context: "{{defaultContext}}:asr-worker" + platforms: linux/amd64,linux/arm64 + push: true + tags: ${{ steps.meta.outputs.tags }} + labels: ${{ steps.meta.outputs.labels }} + + publish-preprocessing-worker: + runs-on: ubuntu-latest + steps: + - name: Docker meta + id: meta + uses: docker/metadata-action@v5 + with: + images: icij/asr-transcription-preprocessing-worker + + - name: Set up QEMU + uses: docker/setup-qemu-action@v3 + + - name: Set up Docker Buildx + uses: docker/setup-buildx-action@v3 + + - name: Login to Docker Hub + uses: docker/login-action@v3 + with: + # You'll need to set these secrets + username: ${{ secrets.DOCKERHUB_USERNAME }} + password: ${{ secrets.DOCKERHUB_TOKEN }} + + - name: Build and push image + uses: docker/build-push-action@v7 + with: + target: preprocessing-worker + context: "{{defaultContext}}:asr-worker" + platforms: linux/amd64 + push: true + tags: ${{ steps.meta.outputs.tags }} + labels: ${{ steps.meta.outputs.labels }} + + publish-inference-gpu-worker: + runs-on: ubuntu-latest + steps: + - name: Docker meta + id: meta + uses: docker/metadata-action@v5 + with: + images: icij/asr-transcription-inference-gpu-worker + + - name: Set up QEMU + uses: docker/setup-qemu-action@v3 + + - name: Set up Docker Buildx + uses: docker/setup-buildx-action@v3 + + - name: Login to Docker Hub + uses: docker/login-action@v3 + with: + # You'll need to set these secrets + username: ${{ secrets.DOCKERHUB_USERNAME }} + password: ${{ secrets.DOCKERHUB_TOKEN }} + + - name: Build and push image + uses: docker/build-push-action@v7 + with: + target: inference-gpu-worker + context: "{{defaultContext}}:asr-worker" + platforms: linux/amd64 + push: true + tags: ${{ steps.meta.outputs.tags }} + labels: ${{ steps.meta.outputs.labels }} + +concurrency: + group: ${{ github.workflow }}-${{ github.ref }} + cancel-in-progress: false diff --git a/.github/workflows/test_asr_worker.yml b/.github/workflows/test_asr_worker.yml index 80420a2c..2ab78424 100644 --- a/.github/workflows/test_asr_worker.yml +++ b/.github/workflows/test_asr_worker.yml @@ -5,8 +5,8 @@ on: branches: [ 'main' ] pull_request: paths: - - 'datashare-python' - - 'asr-worker' + - 'datashare-python/**' + - 'asr-worker/**' # TODO: leverage some caching here jobs: @@ -50,7 +50,7 @@ jobs: - name: Run tests run: | cd asr-worker - uv sync --frozen --all-extras + uv sync --verbose --frozen --extra preprocessing --extra inference --extra cpu --dev uv run --frozen python -m pytest --timeout=180 -vvv --cache-clear --show-capture=all -r A concurrency: diff --git a/.github/workflows/test_datashare_python.yml b/.github/workflows/test_datashare_python.yml index 35620b34..aeaa7a66 100644 --- a/.github/workflows/test_datashare_python.yml +++ b/.github/workflows/test_datashare_python.yml @@ -5,7 +5,7 @@ on: branches: [ 'main' ] pull_request: paths: - - 'datashare-python' + - 'datashare-python/**' # TODO: leverage some caching here jobs: diff --git a/.github/workflows/test_doc.yml b/.github/workflows/test_doc.yml index 9d5d6f97..3864ab8f 100644 --- a/.github/workflows/test_doc.yml +++ b/.github/workflows/test_doc.yml @@ -5,7 +5,7 @@ on: branches: [ 'main' ] pull_request: paths: - - 'docs' + - 'docs/**' # TODO: leverage some caching here jobs: diff --git a/.github/workflows/test_translation_worker.yml b/.github/workflows/test_translation_worker.yml index 5f92795f..3f86c177 100644 --- a/.github/workflows/test_translation_worker.yml +++ b/.github/workflows/test_translation_worker.yml @@ -5,7 +5,7 @@ on: branches: [ 'main' ] pull_request: paths: - - 'translation-worker' + - 'translation-worker/**' # TODO: leverage some caching here jobs: diff --git a/.github/workflows/test_worker_template.yml b/.github/workflows/test_worker_template.yml index 50ed5251..3ccbbfb4 100644 --- a/.github/workflows/test_worker_template.yml +++ b/.github/workflows/test_worker_template.yml @@ -5,8 +5,8 @@ on: branches: [ 'main' ] pull_request: paths: - - 'datashare-python' - - 'worker-template' + - 'datashare-python/**' + - 'worker-template/**' # TODO: leverage some caching here jobs: diff --git a/Dockerfile b/Dockerfile deleted file mode 100644 index 070a8c0c..00000000 --- a/Dockerfile +++ /dev/null @@ -1,105 +0,0 @@ -# syntax=docker/dockerfile:1 - -############################ -# Base builder -############################ - -FROM --platform=linux/amd64 python:3.13-slim-trixie AS dp_builder - -ENV UV_HTTP_TIMEOUT=300 -ENV UV_LINK_MODE=copy - -# install uv -COPY --from=ghcr.io/astral-sh/uv:latest /uv /uvx /bin/ - -WORKDIR /app - -# add task cli -ADD datashare-python/ ./datashare-python/ -ADD worker-template/ ./worker-template/ - -# install python deps -RUN --mount=type=cache,target=~/.cache/uv uv pip install --system datashare-python/ - -# copy build-independant files -ADD scripts scripts - -# clean up -RUN rm -rf ~/.cache/uv - -############################ -# ASR -############################ -FROM --platform=linux/amd64 python:3.13-slim-trixie AS asr_builder - -# args/envs -ARG PREDOWNLOAD_MODELS=true -ARG NEMO_MODEL=nvidia/parakeet-tdt-0.6b-v3 - -ENV UV_HTTP_TIMEOUT=300 -ENV UV_LINK_MODE=copy - -# install builder deps -RUN apt update && \ - apt install -y --no-install-recommends build-essential && \ - rm -rf /var/lib/apt/lists/* - -# copy uv -COPY --from=dp_builder /bin/uv /bin/uvx /bin/ - -WORKDIR /app - -# add asr-worker -ADD worker-template/ ./worker-template/ -ADD datashare-python/ ./datashare-python/ -ADD asr-worker/ ./asr-worker/ -ADD requirements_overrides.txt ./requirements_overrides.txt - -# install python deps -RUN --mount=type=cache,target=~/.cache/uv \ - uv pip install --override requirements_overrides.txt --system asr-worker/ - -# predownload models -RUN if [ "$PREDOWNLOAD_MODELS" = "true" ]; then \ - uv run python -c "from nemo.collections.asr.models import ASRModel; ASRModel.from_pretrained('${NEMO_MODEL}')"; \ - else \ - echo "Models not downloaded; this saves on container space by increasing container startup time."; \ - fi - -# clean up -RUN rm -rf ~/.cache/uv - -############################ -# Runtime stage -############################ -FROM --platform=linux/amd64 python:3.13-slim-trixie AS dp_runtime - -# args/envs -ARG TEMPORAL_HOST=temporal -ARG TEMPORAL_PORT=7233 -ARG WORKERS='["asr_worker.worker.run_asr_worker"]' - -ENV PATH="/usr/local/bin:$PATH" -ENV PYTHONUNBUFFERED=1 -ENV TEMPORAL_HOST=${TEMPORAL_HOST} -ENV TEMPORAL_PORT=${TEMPORAL_PORT} -ENV WORKERS=${WORKERS} - -# install runtime deps -RUN apt-get update && \ - apt-get install -y --no-install-recommends ffmpeg && \ - rm -rf /var/lib/apt/lists/* - -# copy builder files -# create /usr/local first -COPY --from=dp_builder /usr/local/ /usr/local/ -COPY --from=dp_builder /app/ /app/ -COPY --from=asr_builder /usr/local/ /usr/local/ -COPY --from=asr_builder /app/ /app/ -COPY --from=asr_builder /root/.cache/huggingface* /root/.cache/huggingface - -# clean up -RUN apt autoremove --purge -y && \ - apt clean - -ENTRYPOINT /app/scripts/worker_entrypoint.sh ${TEMPORAL_HOST} ${TEMPORAL_PORT} ${WORKERS} diff --git a/Makefile b/Makefile index 145efa8a..6c84eab7 100644 --- a/Makefile +++ b/Makefile @@ -1,3 +1,6 @@ +lock-dist: + ./scripts/lock-dist.sh ${project} + create-venv: [ -d .venv ] || uv venv --python 3.13 diff --git a/asr-worker/Dockerfile b/asr-worker/Dockerfile new file mode 100644 index 00000000..c50e8c3b --- /dev/null +++ b/asr-worker/Dockerfile @@ -0,0 +1,80 @@ +FROM python:3.13-slim-trixie AS builder + +RUN apt update && \ + apt install -y --no-install-recommends build-essential g++ && \ + rm -rf /var/lib/apt/lists/* + + +FROM python:3.13-slim-trixie AS asr-worker-builder + +ENV PYTHONUNBUFFERED=1 +ENV UV_HTTP_TIMEOUT=300 +ENV UV_LINK_MODE=copy +ENV UV_COMPILE_BYTECODE=1 +ENV UV_NO_DEV=1 + +COPY --from=ghcr.io/astral-sh/uv:0.11.6 /uv /uvx /bin/ + +WORKDIR /app + + +FROM asr-worker-builder AS io-worker +# Install deps first to optimize layer cache +RUN --mount=type=cache,target=~/.cache/uv \ + --mount=type=bind,source=uv.dist.lock,target=uv.lock \ + --mount=type=bind,source=pyproject.toml,target=pyproject.toml \ + uv sync -v --frozen --no-editable --no-install-project + +# Then copy code +ADD uv.dist.lock ./uv.lock +ADD pyproject.toml README.md ./ +ADD asr_worker ./asr_worker/ +ADD entrypoints/io_worker.sh ./entrypoints/io_worker.sh + +# Then install service + +RUN cd asr_worker && uv sync -v --frozen --no-editable +RUN rm -rf ~/.cache/pip $(uv cache dir) + +ENTRYPOINT ["entrypoints/io_worker.sh"] + + +FROM asr-worker-builder AS preprocessing-worker +# Install deps first to optimize layer cache +RUN --mount=type=cache,target=~/.cache/uv \ + --mount=type=bind,source=uv.dist.lock,target=uv.lock \ + --mount=type=bind,source=pyproject.toml,target=pyproject.toml \ + uv sync -v --frozen --no-editable --no-install-project --extra preprocessing + +# Then copy code +ADD uv.dist.lock ./uv.lock +ADD pyproject.toml README.md ./ +ADD asr_worker ./asr_worker/ +ADD entrypoints/preprocessing_worker.sh ./entrypoints/preprocessing_worker.sh + +# Then install service +RUN cd asr_worker && uv sync -v --frozen --no-editable --extra preprocessing +RUN rm -rf ~/.cache/pip $(uv cache dir) + +ENTRYPOINT ["entrypoints/preprocessing_worker.sh"] + + +FROM asr-worker-builder AS inference-gpu-worker +RUN apt-get update && apt-get install -y build-essential +# Install deps first to optimize layer cache +RUN --mount=type=cache,target=~/.cache/uv \ + --mount=type=bind,source=uv.dist.lock,target=uv.lock \ + --mount=type=bind,source=pyproject.toml,target=pyproject.toml \ + uv sync -v --frozen --no-editable --no-install-project --extra inference --extra gpu + +# Then copy code +ADD uv.dist.lock ./uv.lock +ADD pyproject.toml README.md ./ +ADD asr_worker ./asr_worker/ +ADD entrypoints/inference_gpu_worker.sh ./entrypoints/inference_gpu_worker.sh + +# Then install service +RUN cd asr_worker && uv sync -v --frozen --no-editable --extra inference +RUN rm -rf ~/.cache/pip $(uv cache dir) + +ENTRYPOINT ["entrypoints/inference_gpu_worker.sh"] diff --git a/asr-worker/asr_worker/activities.py b/asr-worker/asr_worker/activities.py index 758189c6..91e4e058 100644 --- a/asr-worker/asr_worker/activities.py +++ b/asr-worker/asr_worker/activities.py @@ -2,7 +2,7 @@ from contextlib import AbstractContextManager, contextmanager from itertools import tee from pathlib import Path -from typing import Any +from typing import Any, cast from caul.objects import ASRResult, PreprocessedInput from caul.tasks import ( @@ -12,6 +12,7 @@ Postprocessor, Preprocessor, ) +from datashare_python.dependencies import lifespan_worker_config from datashare_python.types_ import ProgressRateHandler from datashare_python.utils import ( ActivityWithProgress, @@ -67,7 +68,7 @@ async def search_audios( self, project: str, query: dict[str, Any], batch_size: int ) -> list[Path]: es_client = lifespan_es_client() - worker_config = ASRWorkerConfig() + worker_config = cast(ASRWorkerConfig, lifespan_worker_config()) batch_dir_name = activity_contextual_id() workdir = worker_config.workdir batch_root = workdir / batch_dir_name @@ -87,7 +88,7 @@ def preprocess( self, paths: list[Path] | Path, config: ParakeetPreprocessorConfig ) -> list[Path]: # TODO: this shouldn't be necessary, fix this bug - worker_config = ASRWorkerConfig() + worker_config = cast(ASRWorkerConfig, lifespan_worker_config()) audio_root = worker_config.audios_root workdir = worker_config.workdir # TODO: implement caching @@ -120,7 +121,7 @@ def infer( ) -> list[Path]: # TODO: fix this temporal by, we shouldn't have to reload config = _INFERENCE_CONFIG_TYPE_ADAPTER.validate_python(config) - worker_config = ASRWorkerConfig() + worker_config = cast(ASRWorkerConfig, lifespan_worker_config()) workdir = worker_config.workdir preprocessed_inputs = _LIST_OF_PATH_ADAPTER.validate_python(preprocessed_inputs) if progress is not None: @@ -168,7 +169,7 @@ def postprocess( # TODO: this shouldn't be necessary, fix this bug input_paths = _LIST_OF_PATH_ADAPTER.validate_python(input_paths) config = ParakeetPostprocessorConfig.model_validate(config) - worker_config = ASRWorkerConfig() + worker_config = cast(ASRWorkerConfig, lifespan_worker_config()) workdir = worker_config.workdir artifacts_root = worker_config.artifacts_root inference_results = _LIST_OF_PATH_ADAPTER.validate_python(inference_results) diff --git a/asr-worker/asr_worker/constants.py b/asr-worker/asr_worker/constants.py index 69db0ba8..7a05583b 100644 --- a/asr-worker/asr_worker/constants.py +++ b/asr-worker/asr_worker/constants.py @@ -20,7 +20,7 @@ ASR_WORKFLOW = "asr.transcription" GET_CONFIG_ACTIVITY = "asr.transcription.config" PREPROCESS_ACTIVITY = "asr.transcription.preprocess" -SEARCH_AUDIOS_ACTIVITY = "asr.transcription.search_audios" +SEARCH_AUDIOS_ACTIVITY = "asr.transcription.search-audios" RUN_INFERENCE_ACTIVITY = "asr.transcription.infer" POSTPROCESS_ACTIVITY = "asr.transcription.postprocess" diff --git a/asr-worker/asr_worker/dependencies.py b/asr-worker/asr_worker/dependencies.py index 8b7a07be..12858ac2 100644 --- a/asr-worker/asr_worker/dependencies.py +++ b/asr-worker/asr_worker/dependencies.py @@ -5,7 +5,9 @@ from datashare_python.dependencies import ( # noqa: F401 lifespan_es_client, + lifespan_worker_config, set_es_client, + set_worker_config, ) @@ -23,6 +25,7 @@ def set_multiprocessing_start_method(**_) -> Generator[None, None, None]: REGISTRY = { - "inference": [set_multiprocessing_start_method], - "search": [set_es_client], + "inference": [set_worker_config, set_multiprocessing_start_method], + "io": [set_worker_config, set_es_client], + "preprocessing": [set_worker_config], } diff --git a/asr-worker/asr_worker/objects.py b/asr-worker/asr_worker/objects.py index 59409a88..09292507 100644 --- a/asr-worker/asr_worker/objects.py +++ b/asr-worker/asr_worker/objects.py @@ -1,16 +1,9 @@ -from enum import StrEnum - from datashare_python.objects import DatashareModel from pydantic import BaseModel, Field from asr_worker.constants import PARAKEET -class TaskQueues(StrEnum): - CPU = "asr.transcription.cpu" - GPU = "asr.transcription.gpu" - - class BatchSize(BaseModel): """Batch size helper""" diff --git a/asr-worker/asr_worker/workflows.py b/asr-worker/asr_worker/workflows.py index cd3d4805..d406900a 100644 --- a/asr-worker/asr_worker/workflows.py +++ b/asr-worker/asr_worker/workflows.py @@ -18,7 +18,7 @@ class TaskQueues(StrEnum): IO = "asr.io" - CPU = "asr.processing.cpu" + CPU = "asr.preprocessing.cpu" INFERENCE_GPU = "asr.inference.gpu" INFERENCE_CPU = "asr.inference.cpu" @@ -67,7 +67,7 @@ async def run(self, args: ASRArgs) -> ASRResponse: inference_acts = [ execute_activity( ASRActivities.infer, - task_queue=TaskQueues.INFERENCE_CPU, + task_queue=TaskQueues.INFERENCE_GPU, args=b, # TODO: in practice we should parse the config to find out start_to_close_timeout=timedelta(seconds=TEN_MINUTES), diff --git a/asr-worker/entrypoints/inference_gpu_worker.sh b/asr-worker/entrypoints/inference_gpu_worker.sh new file mode 100755 index 00000000..b9213190 --- /dev/null +++ b/asr-worker/entrypoints/inference_gpu_worker.sh @@ -0,0 +1,6 @@ +#!/bin/bash + +uv run --no-sync datashare-python worker start \ + --dependencies inference \ + --queue worker-template.classify-gpu \ + --activities asr.transcription.infer diff --git a/asr-worker/entrypoints/io_worker.sh b/asr-worker/entrypoints/io_worker.sh new file mode 100755 index 00000000..77fd24a3 --- /dev/null +++ b/asr-worker/entrypoints/io_worker.sh @@ -0,0 +1,8 @@ +#!/bin/bash +set -e + +uv run --no-sync datashare-python worker start \ + --dependencies io \ + --queue asr.io \ + --activities asr.transcription.search-audios \ + --workflows asr.transcription diff --git a/asr-worker/entrypoints/preprocessing_worker.sh b/asr-worker/entrypoints/preprocessing_worker.sh new file mode 100755 index 00000000..30ac717b --- /dev/null +++ b/asr-worker/entrypoints/preprocessing_worker.sh @@ -0,0 +1,7 @@ +#!/bin/bash +set -e + +uv run --no-sync datashare-python worker start \ + --dependencies preprocessing \ + --queue asr.preprocessing.cpu \ + --activities asr.transcription.preprocess diff --git a/asr-worker/pyproject.toml b/asr-worker/pyproject.toml index 8baca5a4..73ec4d89 100644 --- a/asr-worker/pyproject.toml +++ b/asr-worker/pyproject.toml @@ -1,18 +1,3 @@ -[build-system] -requires = ["hatchling", "uv-dynamic-versioning"] -build-backend = "hatchling.build" - -[tool.hatch.version] -source = "uv-dynamic-versioning" - -[tool.hatch.build.targets.wheel] -packages = ["asr_worker"] - -[tool.hatch.build.targets.sdist] -exclude = [ - "tests" -] - [tool.uv-dynamic-versioning] fallback-version = "0.0.0" @@ -21,22 +6,38 @@ name = "asr-worker" dynamic = ["version"] description = "ASR Temporal task" authors = [ - { name = "Lion Summerbell", email = "lsummerbell@icij.org" } + { name = "Clément Doumouro", email = "cdoumouro@icij.org" }, + { name = "Clément Doumouro", email = "clement.doumouro@gmail.com" }, + { name = "Lion Summerbell", email = "lsummerbell@icij.org" } ] readme = "README.md" -requires-python = ">=3.11.0, <3.14" +requires-python = ">=3.11.0, <3.13" dependencies = [ - "caul[nemo]==0.2.15", - "kaldialign==0.9.3", - "datashare-python~=0.3.0", - "ml-dtypes==0.5.4", - "numpy==2.3.0", - "pyarrow==20.0.0", - "temporalio==1.23.0", - "torchaudio==2.10.0", - "torch==2.10.0", - "torchcodec==0.10.0", + "caul==0.2.16", + "datashare-python~=0.3.0", +] + +[project.optional-dependencies] +cpu = [ + "torch==2.10.0", + "torchaudio==2.10.0", + "torchcodec==0.10.0", ] +gpu = [ + "torch==2.10.0 ; sys_platform == 'linux'", + "torchaudio==2.10.0 ; sys_platform == 'linux'", + "torchcodec==0.10.0 ; sys_platform == 'linux'", +] +inference = [ + "caul[nemo]==0.2.16", + "kaldialign==0.9.3", + "ml-dtypes==0.5.4", + "numpy==2.3.0", + "pyarrow==20.0.0", +] +preprocessing = [ +] + [project.entry-points."datashare.workflows"] workflows = "asr_worker.workflows:REGISTRY" @@ -48,17 +49,17 @@ dependencies = "asr_worker.dependencies:REGISTRY" [dependency-groups] dev = [ - "black>=26.1.0", - "nest-asyncio>=1.6.0", - "pre-commit>=4.5.1", - "psutil>=6.1.0", - "pylint~=3.1.0", - "pytest~=8.1", - "pytest-asyncio~=0.24", - "pytest-timeout==2.4.0", - "redis[hiredis]>=5.2.1", - "ruff==0.15.2", - "typing-extensions>=4.15.0", + "black>=26.1.0", + "nest-asyncio>=1.6.0", + "pre-commit>=4.5.1", + "psutil>=6.1.0", + "pylint~=3.1.0", + "pytest~=8.1", + "pytest-asyncio~=0.24", + "pytest-timeout==2.4.0", + "redis[hiredis]>=5.2.1", + "ruff==0.15.2", + "typing-extensions>=4.15.0", ] [[tool.uv.index]] @@ -66,34 +67,69 @@ name = "pytorch-cpu" url = "https://download.pytorch.org/whl/cpu" explicit = true +[[tool.uv.index]] +name = "pytorch-gpu" +url = "https://download.pytorch.org/whl/cu128" +explicit = true + [tool.uv.sources] torch = [ - { index = "pytorch-cpu" } + { index = "pytorch-gpu", extra = "gpu" }, + { index = "pytorch-cpu", extra = "cpu" }, ] torchaudio = [ - { index = "pytorch-cpu" } + { index = "pytorch-gpu", extra = "gpu" }, + { index = "pytorch-cpu", extra = "cpu" }, ] torchcodec = [ - { index = "pytorch-cpu" } + { index = "pytorch-gpu", extra = "gpu" }, + { index = "pytorch-cpu", extra = "cpu" }, ] datashare-python = { path = "../datashare-python", editable = true } [tool.uv] package = true -override-dependencies = ["kaldialign>=0.9.3"] -environments = ["sys_platform == 'darwin'" , "sys_platform == 'linux'"] - -[tool.uv.pip] +override-dependencies = [ + "kaldialign>=0.9.3", + "torchcodec==0.10.0", + "torchaudio==2.10.0", +] +environments = [ + "sys_platform == 'darwin'", + "sys_platform == 'linux'", +] +conflicts = [ + [ + { extra = "cpu" }, + { extra = "gpu" }, + ], +] prerelease = "if-necessary" + +[build-system] +requires = ["hatchling", "uv-dynamic-versioning"] +build-backend = "hatchling.build" + +[tool.hatch.version] +source = "uv-dynamic-versioning" + +[tool.hatch.build.targets.wheel] +packages = ["asr_worker"] + +[tool.hatch.build.targets.sdist] +exclude = [ + "tests" +] + [tool.pytest.ini_options] asyncio_mode = "auto" asyncio_default_fixture_loop_scope = "session" markers = [ - "integration", - "pull", + "integration", + "pull", ] log_cli = 1 log_cli_level = "DEBUG" log_file_format = "[%(levelname)s][%(asctime)s.%(msecs)03d][%(name)s]: %(message)s" -log_file_date_format = "%Y-%m-%d %H:%M:%S" +log_file_date_format = "%Y-%m-%d %H:%M:%S" \ No newline at end of file diff --git a/asr-worker/tests/conftest.py b/asr-worker/tests/conftest.py index f804277b..fae2d2d0 100644 --- a/asr-worker/tests/conftest.py +++ b/asr-worker/tests/conftest.py @@ -1,9 +1,8 @@ -import os -from pathlib import Path - import pytest +from _pytest.tmpdir import TempPathFactory from asr_worker.config import ASRWorkerConfig from asr_worker.dependencies import set_multiprocessing_start_method +from datashare_python.config import DatashareClientConfig, TemporalClientConfig from datashare_python.conftest import ( # noqa: F401 TEST_PROJECT, doc_3, @@ -20,7 +19,6 @@ from datashare_python.objects import Document from datashare_python.types_ import ContextManagerFactory from icij_common.es import ESClient -from icij_common.test_utils import reset_env # noqa: F401 @pytest.fixture(scope="session") @@ -28,18 +26,23 @@ def test_deps() -> list[ContextManagerFactory]: return [set_temporal_client, set_es_client, set_multiprocessing_start_method] -@pytest.fixture -def mocked_worker_config_in_env(reset_env, tmp_path: Path) -> ASRWorkerConfig: # noqa: ANN001, ARG001, F811 - audios_path = tmp_path / "audios" - audios_path.mkdir() - os.environ["DS_WORKER_AUDIOS_ROOT"] = str(audios_path) - artifacts_path = tmp_path / "artifacts" - artifacts_path.mkdir() - os.environ["DS_WORKER_ARTIFACTS_ROOT"] = str(artifacts_path) +@pytest.fixture(scope="session") +def test_worker_config(tmp_path_factory: TempPathFactory) -> ASRWorkerConfig: # noqa: ANN001, ARG001, F811 + tmp_path = tmp_path_factory.mktemp("test-") + audios_root = tmp_path / "audios" + audios_root.mkdir() + artifacts_root = tmp_path / "artifacts" + artifacts_root.mkdir() workdir = tmp_path / "workdir" workdir.mkdir() - os.environ["DS_WORKER_WORKDIR"] = str(workdir) - return ASRWorkerConfig() + return ASRWorkerConfig( + log_level="DEBUG", + datashare=DatashareClientConfig(url="http://localhost:8080"), + temporal=TemporalClientConfig(host="localhost:7233"), + audios_root=audios_root, + artifacts_root=artifacts_root, + workdir=workdir, + ) @pytest.fixture(scope="session") diff --git a/asr-worker/tests/test_workflows.py b/asr-worker/tests/test_workflows.py index 72edbaef..28625b2b 100644 --- a/asr-worker/tests/test_workflows.py +++ b/asr-worker/tests/test_workflows.py @@ -5,6 +5,7 @@ from asyncio import AbstractEventLoop from collections.abc import AsyncGenerator from pathlib import Path +from typing import cast import pytest from asr_worker.activities import ASRActivities, write_transcription @@ -14,6 +15,7 @@ PREPROCESS_ACTIVITY, RUN_INFERENCE_ACTIVITY, ) +from asr_worker.dependencies import REGISTRY, lifespan_worker_config from asr_worker.models import ( ASRArgs, ASRPipelineConfig, @@ -28,12 +30,11 @@ from datashare_python.config import WorkerConfig from datashare_python.conftest import TEST_PROJECT from datashare_python.types_ import ( - ContextManagerFactory, ProgressRateHandler, TemporalClient, ) from datashare_python.utils import ActivityWithProgress, activity_defn -from datashare_python.worker import bootstrap_worker +from datashare_python.worker import worker_context from pydantic import TypeAdapter from temporalio.worker import Worker @@ -58,7 +59,8 @@ class MockedASRActivities(ActivityWithProgress): def preprocess(self, paths: list[Path]) -> list[Path]: # TODO: this shouldn't be necessary, fix this bug paths = _LIST_OF_PATH_ADAPTER.validate_python(paths) - workdir = ASRWorkerConfig().workdir + worker_config = cast(ASRWorkerConfig, lifespan_worker_config()) + workdir = worker_config.workdir workdir.mkdir(parents=True, exist_ok=True) batches = [] for path_i, path in enumerate(paths): @@ -85,7 +87,7 @@ def infer( ) -> list[Path]: # noqa: ANN001, ARG001 # TODO: this shouldn't be necessary, fix this bug preprocessed_inputs = _LIST_OF_PATH_ADAPTER.validate_python(preprocessed_inputs) - worker_config = ASRWorkerConfig() + worker_config = cast(ASRWorkerConfig, lifespan_worker_config()) workdir = worker_config.workdir paths = [] preprocessed_inputs = [ @@ -109,7 +111,7 @@ def postprocess( self, inference_results: list[Path], input_paths: list[Path], - config: PostprocessorConfig, + config: PostprocessorConfig, # noqa: ARG002 project: str, *, progress: ProgressRateHandler | None = None, # noqa: ARG002 @@ -117,9 +119,9 @@ def postprocess( # TODO: this shouldn't be necessary, fix this bug inference_results = _LIST_OF_PATH_ADAPTER.validate_python(inference_results) input_paths = _LIST_OF_PATH_ADAPTER.validate_python(input_paths) - config = ASRWorkerConfig() - workdir = config.workdir - artifact_root = config.artifacts_root + worker_config = cast(ASRWorkerConfig, lifespan_worker_config()) + workdir = worker_config.workdir + artifact_root = worker_config.artifacts_root artifact_root.mkdir(parents=True, exist_ok=True) inference_results = [ ASRResult.model_validate_json((workdir / f).read_text()) @@ -151,23 +153,23 @@ def postprocess( @pytest.fixture async def io_bound_worker( test_temporal_client_session: TemporalClient, - test_worker_config: WorkerConfig, + test_worker_config: ASRWorkerConfig, event_loop: AbstractEventLoop, ) -> AsyncGenerator[None, None]: client = test_temporal_client_session worker_id = f"worker-{uuid.uuid4()}" task_queue = TaskQueues.IO - async with ( - bootstrap_worker( - worker_id, - bootstrap_config=test_worker_config, - client=client, - event_loop=event_loop, - task_queue=task_queue, - workflows=[ASRWorkflow], - ) as worker, - worker, - ): + dependencies = REGISTRY["io"] + worker_ctx = worker_context( + worker_id, + worker_config=test_worker_config, + client=client, + event_loop=event_loop, + task_queue=task_queue, + workflows=[ASRWorkflow], + dependencies=dependencies, + ) + async with worker_ctx: yield @@ -181,48 +183,47 @@ async def mock_cpu_bound_worker( activities = MockedASRActivities(client, event_loop) worker_id = f"worker-{uuid.uuid4()}" task_queue = TaskQueues.CPU - async with ( - bootstrap_worker( - worker_id, - bootstrap_config=test_worker_config, - client=client, - event_loop=event_loop, - task_queue=task_queue, - activities=[activities.preprocess, activities.postprocess], - ) as worker, - worker, - ): + dependencies = REGISTRY["preprocessing"] + worker_ctx = worker_context( + worker_id, + worker_config=test_worker_config, + client=client, + event_loop=event_loop, + task_queue=task_queue, + activities=[activities.preprocess, activities.postprocess], + dependencies=dependencies, + ) + async with worker_ctx: yield @pytest.fixture -async def mock_cpu_inference_worker( +async def mock_gpu_inference_worker( test_temporal_client_session: TemporalClient, test_worker_config: WorkerConfig, event_loop: AbstractEventLoop, # noqa: F811 ) -> AsyncGenerator[None, None]: client = test_temporal_client_session activities = MockedASRActivities(client, event_loop) - task_queue = TaskQueues.INFERENCE_CPU + task_queue = TaskQueues.INFERENCE_GPU worker_id = f"worker-{uuid.uuid4()}" - async with ( - bootstrap_worker( - worker_id, - bootstrap_config=test_worker_config, - client=client, - event_loop=event_loop, - task_queue=task_queue, - activities=[activities.infer], - ) as worker, - worker, - ): + dependencies = REGISTRY["inference"] + worker_ctx = worker_context( + worker_id, + worker_config=test_worker_config, + client=client, + event_loop=event_loop, + task_queue=task_queue, + activities=[activities.infer], + dependencies=dependencies, + ) + async with worker_ctx: yield @pytest.fixture async def cpu_bound_worker( - worker_lifetime_deps: list[ContextManagerFactory], # noqa: ARG001 - mocked_worker_config_in_env: ASRWorkerConfig, # noqa: ARG001 + test_worker_config: ASRWorkerConfig, # noqa: ARG001 test_temporal_client_session: TemporalClient, event_loop: AbstractEventLoop, # noqa: F811 ) -> AsyncGenerator[None, None]: @@ -230,42 +231,41 @@ async def cpu_bound_worker( activities = ASRActivities(client, event_loop) worker_id = f"worker-{uuid.uuid4()}" task_queue = TaskQueues.CPU - async with ( - bootstrap_worker( - worker_id, - bootstrap_config=mocked_worker_config_in_env, - client=client, - event_loop=event_loop, - task_queue=task_queue, - activities=[activities.preprocess, activities.postprocess], - ) as worker, - worker, - ): + dependencies = REGISTRY["preprocessing"] + worker_ctx = worker_context( + worker_id, + worker_config=test_worker_config, + client=client, + event_loop=event_loop, + task_queue=task_queue, + activities=[activities.preprocess, activities.postprocess], + dependencies=dependencies, + ) + async with worker_ctx: yield @pytest.fixture -async def cpu_inference_worker( - worker_lifetime_deps: list[ContextManagerFactory], # noqa: ARG001 - mocked_worker_config_in_env: ASRWorkerConfig, # noqa: ARG001 +async def gpu_inference_worker( + test_worker_config: ASRWorkerConfig, # noqa: ARG001 test_temporal_client_session: TemporalClient, event_loop: AbstractEventLoop, # noqa: F811 ) -> AsyncGenerator[None, None]: client = test_temporal_client_session activities = ASRActivities(client, event_loop) worker_id = f"worker-{uuid.uuid4()}" - task_queue = TaskQueues.INFERENCE_CPU - async with ( - bootstrap_worker( - worker_id, - bootstrap_config=mocked_worker_config_in_env, - client=client, - event_loop=event_loop, - task_queue=task_queue, - activities=[activities.infer], - ) as worker, - worker, - ): + task_queue = TaskQueues.INFERENCE_GPU + dependencies = REGISTRY["inference"] + worker_ctx = worker_context( + worker_id, + worker_config=test_worker_config, + client=client, + event_loop=event_loop, + task_queue=task_queue, + activities=[activities.infer], + dependencies=dependencies, + ) + async with worker_ctx: yield @@ -290,12 +290,12 @@ async def cpu_inference_worker( async def test_asr_workflow( test_temporal_client_session: TemporalClient, mock_cpu_bound_worker: Worker, # noqa: ARG001 - mock_cpu_inference_worker: Worker, # noqa: ARG001 + mock_gpu_inference_worker: Worker, # noqa: ARG001 io_bound_worker: Worker, # noqa: ARG001 - mocked_worker_config_in_env: ASRWorkerConfig, + test_worker_config: ASRWorkerConfig, ) -> None: # Given - worker_config = mocked_worker_config_in_env + worker_config = test_worker_config client = test_temporal_client_session path = [Path("aabb"), Path("cc")] batch_size = 1 @@ -335,8 +335,8 @@ async def test_asr_workflow( @pytest.fixture -def with_audios(mocked_worker_config_in_env: ASRWorkerConfig) -> list[Path]: - config = mocked_worker_config_in_env +def with_audios(test_worker_config: ASRWorkerConfig) -> list[Path]: + config = test_worker_config audios = [f for f in AUDIOS_PATH.iterdir() if f.suffix == ".wav"] paths = [] config.audios_root.mkdir(parents=True, exist_ok=True) @@ -351,26 +351,26 @@ def with_audios(mocked_worker_config_in_env: ASRWorkerConfig) -> list[Path]: async def test_asr_workflow_e2e( test_temporal_client_session: TemporalClient, cpu_bound_worker: Worker, # noqa: ARG001 - cpu_inference_worker: Worker, # noqa: ARG001 + gpu_inference_worker: Worker, # noqa: ARG001 io_bound_worker: Worker, # noqa: ARG001 - mocked_worker_config_in_env: ASRWorkerConfig, # noqa: ARG001 + test_worker_config: ASRWorkerConfig, with_audios: list[Path], ) -> None: # Given - config = mocked_worker_config_in_env + config = test_worker_config client = test_temporal_client_session n_audios = 3 batch_size = n_audios - 1 audios = with_audios * n_audios project = TEST_PROJECT - inputs = ASRArgs( + args = ASRArgs( project=project, docs=audios, config=ASRPipelineConfig(), batch_size=batch_size ) workflow_id = f"asr-{uuid.uuid4().hex}" # When response = await client.execute_workflow( - ASRWorkflow.run, inputs, id=workflow_id, task_queue=TaskQueues.IO + ASRWorkflow.run, args, id=workflow_id, task_queue=TaskQueues.IO ) # Then diff --git a/asr-worker/uv.dist.lock b/asr-worker/uv.dist.lock new file mode 100644 index 00000000..19b86a54 --- /dev/null +++ b/asr-worker/uv.dist.lock @@ -0,0 +1,3899 @@ +version = 1 +revision = 3 +requires-python = ">=3.11.0, <3.13" +resolution-markers = [ + "python_full_version >= 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b/datashare-python/datashare_python/cli/worker.py index 5dd2497f..15682dae 100644 --- a/datashare-python/datashare_python/cli/worker.py +++ b/datashare-python/datashare_python/cli/worker.py @@ -7,9 +7,9 @@ import yaml from icij_common.pydantic_utils import safe_copy -from datashare_python.config import TemporalClientConfig, WorkerConfig +from datashare_python.config import TemporalClientConfig from datashare_python.discovery import discover, discover_activities, discover_workflows -from datashare_python.worker import bootstrap_worker, create_worker_id +from datashare_python.worker import create_worker_id, worker_context from .utils import AsyncTyper @@ -24,6 +24,7 @@ _START_WORKER_WORKFLOWS_HELP = "workflow names run by the worker (supports regexes)" _START_WORKER_ACTIVITIES_HELP = "activity names run by the worker (supports regexes)" _START_WORKER_DEPS_HELP = "worker lifetime dependencies name in the registry" +_START_WORKER_CONFIG_HELP = "worker config class key the worker configs registry" _START_WORKER_WORKER_ID_PREFIX_HELP = "worker ID prefix" _START_WORKER_CONFIG_PATH_HELP = ( "path to a worker config YAML file," @@ -85,6 +86,9 @@ async def start( dependencies: Annotated[ str | None, typer.Option(help=_START_WORKER_DEPS_HELP) ] = None, + worker_config_name: Annotated[ + str | None, typer.Option(help=_START_WORKER_CONFIG_HELP) + ] = None, config_path: Annotated[ Path | None, typer.Option( @@ -102,19 +106,25 @@ async def start( typer.Option("--temporal-namespace", "-ns", help=_TEMPORAL_NAMESPACE_HELP), ] = None, ) -> None: + registered_wfs, registered_acts, registered_deps, worker_config_cls = discover( + workflows, + act_names=activities, + deps_name=dependencies, + worker_config_name=worker_config_name, + ) if config_path is not None: with config_path.open() as f: - bootstrap_config = WorkerConfig.model_validate( + worker_config = worker_config_cls.model_validate( yaml.load(f, Loader=yaml.Loader) ) else: - bootstrap_config = WorkerConfig() + worker_config = worker_config_cls() worker_id = create_worker_id(worker_id_prefix or "worker") logger.info( "starting worker %s on queue %s, with config: %s", worker_id, queue, - bootstrap_config.model_dump_json(indent=2), + worker_config.model_dump_json(indent=2), ) temporal_override = dict() if temporal_address is not None: @@ -124,24 +134,18 @@ async def start( if temporal_override: temporal_config = TemporalClientConfig(**temporal_override) update = {"temporal": temporal_config} - bootstrap_config = safe_copy(bootstrap_config, update=update) - registered_wfs, registered_acts, registered_deps = discover( - workflows, act_names=activities, deps_name=dependencies - ) - client = await bootstrap_config.to_temporal_client() + worker_config = safe_copy(worker_config, update=update) + client = await worker_config.to_temporal_client() event_loop = asyncio.get_event_loop() - async with bootstrap_worker( + worker_ctx = worker_context( worker_id, activities=registered_acts, workflows=registered_wfs, dependencies=registered_deps, - bootstrap_config=bootstrap_config, + worker_config=worker_config, client=client, event_loop=event_loop, task_queue=queue, - ) as worker: - try: - await worker.run() - except Exception as e: # noqa: BLE001 - await worker.shutdown() - raise e + ) + async with worker_ctx as worker: + await worker.is_done() diff --git a/datashare-python/datashare_python/config.py b/datashare-python/datashare_python/config.py index e108c688..2977184b 100644 --- a/datashare-python/datashare_python/config.py +++ b/datashare-python/datashare_python/config.py @@ -74,10 +74,6 @@ async def to_client(self) -> TemporalClient: ) return self._client - # For the lru_cache - def __hash__(self) -> int: - return id(self) - class WorkerConfig(ICIJSettings, LogWithWorkerIDMixin, BaseModel): model_config = DS_WORKER_SETTINGS_CONFIG diff --git a/datashare-python/datashare_python/conftest.py b/datashare-python/datashare_python/conftest.py index d050b29d..c95b99a3 100644 --- a/datashare-python/datashare_python/conftest.py +++ b/datashare-python/datashare_python/conftest.py @@ -17,7 +17,6 @@ from datashare_python.dependencies import ( lifespan_es_client, lifespan_task_client, - lifespan_temporal_client, set_es_client, set_event_loop, set_loggers, @@ -170,10 +169,11 @@ async def test_task_client( @pytest.fixture(scope="session") -def test_temporal_client_session( - worker_lifetime_deps, # noqa: ANN001, ARG001 -) -> TemporalClient: - return lifespan_temporal_client() +async def test_temporal_client_session( + test_worker_config: WorkerConfig, + event_loop: AbstractEventLoop, # noqa: ARG001 +) -> TemporalClient: # noqa: ANN001 + return await test_worker_config.to_temporal_client() @pytest.fixture diff --git a/datashare-python/datashare_python/dependencies.py b/datashare-python/datashare_python/dependencies.py index 2bea0861..49360776 100644 --- a/datashare-python/datashare_python/dependencies.py +++ b/datashare-python/datashare_python/dependencies.py @@ -21,6 +21,7 @@ ES_CLIENT: ContextVar[ESClient] = ContextVar("es_client") TASK_CLIENT: ContextVar[DatashareTaskClient] = ContextVar("task_client") TEMPORAL_CLIENT: ContextVar[TemporalClient] = ContextVar("temporal_client") +WORKER_CONFIG: ContextVar[WorkerConfig] = ContextVar("worker_config") def set_event_loop(event_loop: AbstractEventLoop) -> None: @@ -40,6 +41,17 @@ def set_loggers(worker_config: WorkerConfig, worker_id: str) -> None: logger.info("app config: %s", worker_config.model_dump_json(indent=2)) +def set_worker_config(worker_config: WorkerConfig) -> None: + WORKER_CONFIG.set(worker_config) + + +def lifespan_worker_config() -> WorkerConfig: + try: + return WORKER_CONFIG.get() + except LookupError as e: + raise DependencyInjectionError("worker config") from e + + async def set_es_client(worker_config: WorkerConfig) -> ESClient: client = worker_config.to_es_client() ES_CLIENT.set(client) diff --git a/datashare-python/datashare_python/discovery.py b/datashare-python/datashare_python/discovery.py index f2e08f1b..aa35a2a9 100644 --- a/datashare-python/datashare_python/discovery.py +++ b/datashare-python/datashare_python/discovery.py @@ -3,6 +3,8 @@ from collections.abc import Callable, Iterable from importlib.metadata import entry_points +from .config import WorkerConfig +from .dependencies import set_worker_config from .types_ import ContextManagerFactory from .utils import ActivityWithProgress @@ -11,9 +13,11 @@ Activity = ActivityWithProgress | Callable | type _DEPENDENCIES = "dependencies" -_WORKFLOW_GROUPS = "datashare.workflows" -_ACTIVITIES_GROUPS = "datashare.activities" -_DEPENDENCIES_GROUPS = "datashare.dependencies" +_WORKER_CONFIGS = "worker_configs" +_WORKFLOW_GROUP = "datashare.workflows" +_ACTIVITIES_GROUP = "datashare.activities" +_DEPENDENCIES_GROUP = "datashare.dependencies" +_WORKER_CONFIGS_GROUP = "datashare.worker_configs" _RegisteredWorkflow = tuple[str, type] _RegisteredActivity = tuple[str, Activity] @@ -22,11 +26,16 @@ Iterable[_RegisteredWorkflow] | None, Iterable[_RegisteredActivity] | None, _Dependencies | None, + type[WorkerConfig], ] def discover( - wf_names: list[str] | None, *, act_names: list[str] | None, deps_name: str | None + wf_names: list[str] | None, + *, + act_names: list[str] | None, + deps_name: str | None, + worker_config_name: str | None, ) -> _Discovery: discovered = "" wfs = None @@ -58,11 +67,13 @@ def discover( if wf_names: msg += "workflow patterns " + ", ".join(wf_names) + " " if act_names: - msg = "activity patterns " + ", ".join(act_names) + msg += "activity patterns " + ", ".join(act_names) raise ValueError(msg) - deps = None + deps = [] if deps_name is not None: deps = discover_dependencies(deps_name) + if set_worker_config not in deps: + deps.append(set_worker_config) if deps: n_deps = len(deps) discovered += "\n" @@ -71,13 +82,18 @@ def discover( f"- {n_deps} dependenc{'ies' if n_deps > 1 else 'y'}:" f" {', '.join(deps_names)}" ) + if worker_config_name is not None: + worker_config_cls = discover_worker_configs(worker_config_name) + discovered += f"- worker config class: {worker_config_cls}" + else: + worker_config_cls = WorkerConfig logger.info("discovered:\n%s", discovered) - return wfs, acts, deps + return wfs, acts, deps, worker_config_cls def discover_workflows(names: list[str]) -> list[_RegisteredWorkflow]: pattern = None if not names else re.compile(rf"^{'|'.join(names)}$") - impls = entry_points(group=_WORKFLOW_GROUPS) + impls = entry_points(group=_WORKFLOW_GROUP) registered = [] for wf_impls in impls: wf_impls = wf_impls.load() # noqa: PLW2901 @@ -93,7 +109,7 @@ def discover_workflows(names: list[str]) -> list[_RegisteredWorkflow]: def discover_activities(names: list[str]) -> list[_RegisteredActivity]: pattern = None if not names else re.compile(rf"^{'|'.join(names)}$") - impls = entry_points(group=_ACTIVITIES_GROUPS) + impls = entry_points(group=_ACTIVITIES_GROUP) registered = [] for act_impls in impls: act_impls = act_impls.load() # noqa: PLW2901 @@ -108,9 +124,9 @@ def discover_activities(names: list[str]) -> list[_RegisteredActivity]: def discover_dependencies(name: str) -> _Dependencies: - impls = entry_points(name=_DEPENDENCIES, group=_DEPENDENCIES_GROUPS) + impls = entry_points(name=_DEPENDENCIES, group=_DEPENDENCIES_GROUP) if not impls: - available_impls = entry_points(group=_DEPENDENCIES_GROUPS) + available_impls = entry_points(group=_DEPENDENCIES_GROUP) msg = ( f'failed to find dependency: "{name}", ' f"available dependencies: {available_impls}" @@ -131,6 +147,30 @@ def discover_dependencies(name: str) -> _Dependencies: raise LookupError(msg) from e +def discover_worker_configs(name: str) -> type[WorkerConfig]: + impls = entry_points(name=_WORKER_CONFIGS, group=_WORKER_CONFIGS_GROUP) + if not impls: + available_impls = entry_points(group=_WORKER_CONFIGS_GROUP) + msg = ( + f'failed to find worker config: "{name}", ' + f"available dependencies: {available_impls}" + ) + raise LookupError(msg) + if len(impls) > 1: + msg = f'found multiple worker configs for name "{name}": {impls}' + raise ValueError(msg) + deps_registry = impls[_WORKER_CONFIGS].load() + try: + return deps_registry[name] + except KeyError as e: + available = list(deps_registry) + msg = ( + f'failed to find worker config for name "{name}", available worker ' + f"configs: {available}" + ) + raise LookupError(msg) from e + + def _parse_wf_name(wf_type: type) -> str: if not isinstance(wf_type, type): msg = ( diff --git a/datashare-python/datashare_python/worker.py b/datashare-python/datashare_python/worker.py index 35cdff0a..84ea147f 100644 --- a/datashare-python/datashare_python/worker.py +++ b/datashare-python/datashare_python/worker.py @@ -43,6 +43,13 @@ _ACTIVITY_THREAD_NAME_PREFIX = "datashare-activity-worker-" +class DatashareWorker(Worker): + async def is_done(self) -> None: + if self._async_context_run_task is None: + raise ValueError("worker is not running") + await self._async_context_run_task + + def datashare_worker( client: TemporalClient, worker_id: str, @@ -53,7 +60,7 @@ def datashare_worker( # Scale horizontally be default for activities, each worker processes one activity # at a time max_concurrent_io_activities: int = 10, -) -> Worker: +) -> DatashareWorker: if workflows is None: workflows = [] if activities is None: @@ -77,7 +84,7 @@ def datashare_worker( if workflows: logger.warning(_SEPARATE_IO_AND_CPU_WORKERS) - return Worker( + return DatashareWorker( client, identity=worker_id, workflows=workflows, @@ -124,21 +131,21 @@ def init_activity( @asynccontextmanager -async def bootstrap_worker( +async def worker_context( worker_id: str, *, activities: list[Callable[..., Any] | None] | None = None, workflows: list[type] | None = None, - bootstrap_config: WorkerConfig, + worker_config: WorkerConfig, client: TemporalClient, event_loop: AbstractEventLoop, task_queue: str, dependencies: list[ContextManagerFactory] | None = None, -) -> AsyncGenerator[Worker, None]: +) -> AsyncGenerator[DatashareWorker, None]: deps_cm = ( with_dependencies( dependencies, - worker_config=bootstrap_config, + worker_config=worker_config, worker_id=worker_id, event_loop=event_loop, ) @@ -159,9 +166,10 @@ async def bootstrap_worker( workflows=workflows, activities=acts, task_queue=task_queue, - max_concurrent_io_activities=bootstrap_config.max_concurrent_io_activities, + max_concurrent_io_activities=worker_config.max_concurrent_io_activities, ) - yield worker + async with worker: + yield worker @asynccontextmanager diff --git a/datashare-python/tests/cli/test_worker.py b/datashare-python/tests/cli/test_worker.py index 3153b9ee..f0224110 100644 --- a/datashare-python/tests/cli/test_worker.py +++ b/datashare-python/tests/cli/test_worker.py @@ -3,11 +3,19 @@ from _pytest.capture import CaptureFixture from _pytest.monkeypatch import MonkeyPatch from datashare_python.cli import cli_app -from temporalio.worker import Worker +from datashare_python.worker import DatashareWorker from typer.testing import CliRunner -async def _mock_worker_run(self) -> None: # noqa: ANN001 +async def _mock_worker__aenter__(self) -> None: # noqa: ANN001 + pass + + +async def _mock_worker__aexit__(self, exc_type, exc_val, exc_tb) -> None: # noqa: ANN001 + pass + + +async def _mock_worker_is_done(self) -> None: # noqa: ANN001 pass @@ -20,7 +28,9 @@ async def test_start_workers( # Given config_path = test_worker_config_path runner = CliRunner(mix_stderr=False) - monkeypatch.setattr(Worker, "run", _mock_worker_run) + monkeypatch.setattr(DatashareWorker, "__aenter__", _mock_worker__aenter__) + monkeypatch.setattr(DatashareWorker, "__aexit__", _mock_worker__aexit__) + monkeypatch.setattr(DatashareWorker, "is_done", _mock_worker_is_done) with capsys.disabled(): # When result = runner.invoke( @@ -50,5 +60,5 @@ async def test_start_workers( expected = """discovered: - 1 workflow: ping - 1 activity: create-translation-batches -- 2 dependencies: set_loggers, set_es_client""" +- 3 dependencies: set_worker_config, set_loggers, set_es_client""" assert expected in result.stderr diff --git a/datashare-python/tests/test_discovery.py b/datashare-python/tests/test_discovery.py index a63e7079..b4307515 100644 --- a/datashare-python/tests/test_discovery.py +++ b/datashare-python/tests/test_discovery.py @@ -8,6 +8,7 @@ from datashare_python.discovery import ( discover_activities, discover_dependencies, + discover_worker_configs, discover_workflows, ) @@ -59,7 +60,7 @@ def test_discover_dependencies() -> None: name = "base" deps = discover_dependencies(name) # Then - expected_deps = ["set_loggers", "set_es_client"] + expected_deps = ["set_worker_config", "set_loggers", "set_es_client"] assert [d.__name__ for d in deps] == expected_deps @@ -89,3 +90,40 @@ def mocked_entry_points(name: str, group: str) -> EntryPoints: # noqa: ARG001 expected = "found multiple dependencies for name" with pytest.raises(ValueError, match=re.escape(expected)): discover_dependencies(name="some_name") + + +def test_discover_worker_configs() -> None: + # Given + name = "base" + # When + worker_config_cls = discover_worker_configs(name) + # Then + assert worker_config_cls.__name__ == "TranslateAndClassifyWorkerConfig" + + +def test_discover_worker_configs_should_raise_for_unknown_dep() -> None: + # Given + unknown_worker_config = "unknown_worker_config" + # When/Then + expected = ( + 'failed to find worker config for name "unknown_worker_config", ' + "available worker configs: ['base']" + ) + with pytest.raises(LookupError, match=re.escape(expected)): + discover_worker_configs(unknown_worker_config) + + +def test_discover_worker_configs_should_raise_for_conflicting_deps( + monkeypatch: MonkeyPatch, +) -> None: + # Given + def mocked_entry_points(name: str, group: str) -> EntryPoints: # noqa: ARG001 + entry_points = MagicMock() + entry_points.__len__.return_value = 2 + return entry_points + + monkeypatch.setattr(datashare_python.discovery, "entry_points", mocked_entry_points) + # When/Then + expected = "found multiple worker configs for name" + with pytest.raises(ValueError, match=re.escape(expected)): + discover_worker_configs(name="some_name") diff --git a/datashare-python/uv.lock b/datashare-python/uv.lock index ea5abda4..8cc948c9 100644 --- a/datashare-python/uv.lock +++ b/datashare-python/uv.lock @@ -393,7 +393,7 @@ wheels = [ [[package]] name = "datashare-python" -version = "0.2.27" +version = "0.3.0" source = { editable = "." } dependencies = [ { name = "aiohttp" }, @@ -484,7 +484,6 @@ provides-extras = ["ml"] [package.metadata.requires-dev] dev = [ { name = "black", specifier = ">=26.1.0" }, - { name = "datashare-python", editable = "." }, { name = "nest-asyncio", specifier = ">=1.6.0" }, { name = "pre-commit", specifier = ">=4.5.1" }, { name = "psutil", specifier = ">=6.1.0" }, diff --git a/scripts/lock-dist.sh b/scripts/lock-dist.sh new file mode 100755 index 00000000..dcdd8a42 --- /dev/null +++ b/scripts/lock-dist.sh @@ -0,0 +1,8 @@ +#!/bin/bash +set -e + +cd "$1" +# uv bug -n flag to discard cache takes 2 times to work +uv lock -n --no-sources-package datashare-python || uv lock -n --no-sources-package datashare-python +cp uv.lock uv.dist.lock +uv lock \ No newline at end of file diff --git a/scripts/worker_entrypoint.sh b/scripts/worker_entrypoint.sh deleted file mode 100755 index 521f0ae4..00000000 --- a/scripts/worker_entrypoint.sh +++ /dev/null @@ -1,6 +0,0 @@ -#!/bin/bash -TEMPORAL_HOST=${1:-temporal} -TEMPORAL_PORT=${2:-7233} -WORKERS=${3:-'["asr_worker.worker.run_asr_worker"]'} - -datashare-python local start-workers --temporal-address $TEMPORAL_HOST:$TEMPORAL_PORT --worker-paths $WORKERS \ No newline at end of file diff --git a/worker-template/Dockerfile b/worker-template/Dockerfile new file mode 100644 index 00000000..e0f72913 --- /dev/null +++ b/worker-template/Dockerfile @@ -0,0 +1,78 @@ +FROM python:3.13-slim-trixie AS builder + +RUN apt update && \ + apt install -y --no-install-recommends build-essential && \ + rm -rf /var/lib/apt/lists/* + + +FROM python:3.13-slim-trixie AS worker_template_builder + +ENV PYTHONUNBUFFERED=1 +ENV UV_HTTP_TIMEOUT=300 +ENV UV_LINK_MODE=copy +ENV UV_COMPILE_BYTECODE=1 +ENV UV_NO_DEV=1 + +COPY --from=ghcr.io/astral-sh/uv:latest /uv /uvx /bin/ + +WORKDIR /app + + +FROM worker_template_builder AS io_worker +# Install deps first to optimize layer cache +RUN --mount=type=cache,target=~/.cache/uv \ + --mount=type=bind,source=uv.dist.lock,target=uv.lock \ + --mount=type=bind,source=pyproject.toml,target=pyproject.toml \ + uv sync -v --frozen --no-editable --no-install-project + +# Then copy code +ADD uv.dist.lock ./uv.lock +ADD pyproject.toml README.md ./ +ADD worker_template ./worker_template/ +ADD entrypoints/io_worker.sh ./entrypoints/io_worker.sh + +# Then install service +RUN cd worker_template && uv sync -v --frozen --no-editable --no-install-project +RUN rm -rf ~/.cache/pip $(uv cache dir) + +ENTRYPOINT ["entrypoints/io_worker.sh"] + + +FROM worker_template_builder AS translate_worker +# Install deps first to optimize layer cache +RUN --mount=type=cache,target=~/.cache/uv \ + --mount=type=bind,source=uv.dist.lock,target=uv.lock \ + --mount=type=bind,source=pyproject.toml,target=pyproject.toml \ + uv sync -v --frozen --no-editable --no-install-project --extra ml + +# Then copy code +ADD uv.dist.lock ./uv.lock +ADD pyproject.toml README.md ./ +ADD worker_template ./worker_template/ +ADD entrypoints/io_worker.sh ./entrypoints/io_worker.sh + +# Then install service +RUN cd worker_template && uv sync -v --frozen --no-editable --no-install-project --extra ml +RUN rm -rf ~/.cache/pip $(uv cache dir) + +ENTRYPOINT ["entrypoints/translate_worker.sh"] + + +FROM worker_template_builder AS classify_worker +# Install deps first to optimize layer cache +RUN --mount=type=cache,target=~/.cache/uv \ + --mount=type=bind,source=uv.dist.lock,target=uv.lock \ + --mount=type=bind,source=pyproject.toml,target=pyproject.toml \ + uv sync -v --frozen --no-editable --no-install-project --extra ml + +# Then copy code +ADD uv.dist.lock ./uv.lock +ADD pyproject.toml README.md ./ +ADD worker_template ./worker_template/ +ADD entrypoints/io_worker.sh ./entrypoints/io_worker.sh + +# Then install service +RUN cd worker_template && uv sync -v --frozen --no-editable --no-install-project --extra ml +RUN rm -rf ~/.cache/pip $(uv cache dir) + +ENTRYPOINT ["entrypoints/classify_worker.sh"] diff --git a/worker-template/entrypoints/classify_worker.sh b/worker-template/entrypoints/classify_worker.sh new file mode 100755 index 00000000..31adda1e --- /dev/null +++ b/worker-template/entrypoints/classify_worker.sh @@ -0,0 +1,5 @@ +#!/bin/bash + +uv run --no-sync datashare-python worker start \ + --queue worker-template.classify-gpu \ + --activities "classify-docs" diff --git a/worker-template/entrypoints/io_worker.sh b/worker-template/entrypoints/io_worker.sh new file mode 100755 index 00000000..e8b6a8e1 --- /dev/null +++ b/worker-template/entrypoints/io_worker.sh @@ -0,0 +1,7 @@ +#!/bin/bash +set -e + +uv run --no-sync datashare-python worker start \ + --queue worker-template.io \ + --activities create-.* \ + --workflows translate-and-classify diff --git a/worker-template/entrypoints/translate_worker.sh b/worker-template/entrypoints/translate_worker.sh new file mode 100755 index 00000000..4bd58532 --- /dev/null +++ b/worker-template/entrypoints/translate_worker.sh @@ -0,0 +1,6 @@ +#!/bin/bash +set -e + +uv run --no-sync datashare-python worker start \ + --queue worker-template.translate-gpu \ + --activities "translate-docs" diff --git a/worker-template/pyproject.toml b/worker-template/pyproject.toml index ad31c414..66bbe3f1 100644 --- a/worker-template/pyproject.toml +++ b/worker-template/pyproject.toml @@ -9,7 +9,7 @@ authors = [ readme = "README.md" requires-python = ">=3.11,<4" dependencies = [ - "datashare-python", + "datashare-python~=0.3.0", "pycountry~=26.2.16", "temporalio~=1.23.0", ] @@ -30,6 +30,9 @@ activities = "worker_template.activities:ACTIVITIES" [project.entry-points."datashare.dependencies"] dependencies = "worker_template.dependencies:DEPENDENCIES" +[project.entry-points."datashare.worker_configs"] +worker_configs = "worker_template.config_:WORKER_CONFIGS" + [tool.uv.sources] torch = [ { index = "pytorch-cpu" }, @@ -44,7 +47,6 @@ explicit = true [dependency-groups] dev = [ "black>=26.1.0", - "datashare-python~=0.3.0", "nest-asyncio>=1.6.0", "pre-commit>=4.5.1", "psutil>=6.1.0", diff --git a/worker-template/tests/conftest.py b/worker-template/tests/conftest.py index a1b64e96..40c29df1 100644 --- a/worker-template/tests/conftest.py +++ b/worker-template/tests/conftest.py @@ -28,11 +28,9 @@ text_1, worker_lifetime_deps, ) -from datashare_python.dependencies import ( - with_dependencies, -) +from datashare_python.dependencies import with_dependencies from datashare_python.types_ import ContextManagerFactory -from datashare_python.worker import bootstrap_worker +from datashare_python.worker import worker_context from temporalio.client import Client as TemporalClient from worker_template.activities import ( ClassifyDocs, @@ -93,19 +91,17 @@ async def io_worker( ] workflows = [PingWorkflow, TranslateAndClassifyWorkflow] task_queue = TaskQueues.IO - async with ( - bootstrap_worker( - worker_id, - activities=io_activities, - workflows=workflows, - bootstrap_config=test_worker_config, - client=client, - event_loop=event_loop, - task_queue=task_queue, - dependencies=test_deps, - ) as worker, - worker, - ): + worker_ctx = worker_context( + worker_id, + activities=io_activities, + workflows=workflows, + worker_config=test_worker_config, + client=client, + event_loop=event_loop, + task_queue=task_queue, + dependencies=test_deps, + ) + async with worker_ctx: yield @@ -120,18 +116,16 @@ async def translation_worker( worker_id = f"test-translation-worker-{uuid.uuid4()}" translation_activities = [TranslateDocs.translate_docs] task_queue = TaskQueues.TRANSLATE_GPU - async with ( - bootstrap_worker( - worker_id, - activities=translation_activities, - bootstrap_config=test_worker_config, - client=client, - event_loop=event_loop, - task_queue=task_queue, - dependencies=test_deps, - ) as worker, - worker, - ): + worker_ctx = worker_context( + worker_id, + activities=translation_activities, + worker_config=test_worker_config, + client=client, + event_loop=event_loop, + task_queue=task_queue, + dependencies=test_deps, + ) + async with worker_ctx: yield @@ -146,16 +140,14 @@ async def classification_worker( worker_id = f"test-classification-worker-{uuid.uuid4()}" classification_activities = [ClassifyDocs.classify_docs] task_queue = TaskQueues.CLASSIFY_GPU - async with ( - bootstrap_worker( - worker_id, - activities=classification_activities, - bootstrap_config=test_worker_config, - client=client, - event_loop=event_loop, - task_queue=task_queue, - dependencies=test_deps, - ) as 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a/worker-template/uv.lock +++ b/worker-template/uv.lock @@ -381,7 +381,6 @@ ml = [ [package.dev-dependencies] dev = [ { name = "black" }, - { name = "datashare-python" }, { name = "nest-asyncio" }, { name = "pre-commit" }, { name = "psutil" }, @@ -408,7 +407,6 @@ provides-extras = ["ml"] [package.metadata.requires-dev] dev = [ { name = "black", specifier = ">=26.1.0" }, - { name = "datashare-python", editable = "../datashare-python" }, { name = "nest-asyncio", specifier = ">=1.6.0" }, { name = "pre-commit", specifier = ">=4.5.1" }, { name = "psutil", specifier = ">=6.1.0" }, diff --git a/worker-template/worker_template/config_.py b/worker-template/worker_template/config_.py index 5e0eb681..832b2060 100644 --- a/worker-template/worker_template/config_.py +++ b/worker-template/worker_template/config_.py @@ -9,3 +9,6 @@ class TranslateAndClassifyWorkerConfig(WorkerConfig): loggers: ClassVar[list[str]] = Field(_ALL_LOGGERS, frozen=True) + + +WORKER_CONFIGS = {"base": TranslateAndClassifyWorkerConfig} diff --git a/worker-template/worker_template/dependencies.py b/worker-template/worker_template/dependencies.py index 550a1009..410feb74 100644 --- a/worker-template/worker_template/dependencies.py +++ b/worker-template/worker_template/dependencies.py @@ -2,8 +2,9 @@ lifespan_es_client, # noqa: F401 set_es_client, set_loggers, + set_worker_config, ) -BASE = [set_loggers, set_es_client] +BASE = [set_worker_config, set_loggers, set_es_client] DEPENDENCIES = {"base": BASE} diff --git a/worker-template/worker_template/workflows.py b/worker-template/worker_template/workflows.py index ab404f93..49c446fe 100644 --- a/worker-template/worker_template/workflows.py +++ b/worker-template/worker_template/workflows.py @@ -20,9 +20,9 @@ class TaskQueues(StrEnum): - IO = "io" - TRANSLATE_GPU = "translate-gpu" - CLASSIFY_GPU = "classify-gpu" + IO = "worker-template.io" + TRANSLATE_GPU = "worker-template.translate-gpu" + CLASSIFY_GPU = "worker-template.classify-gpu" @workflow.defn(name="translate-and-classify")