diff --git a/.github/workflows/test_translation_worker.yml b/.github/workflows/test_translation_worker.yml index d9a518e..466c73e 100644 --- a/.github/workflows/test_translation_worker.yml +++ b/.github/workflows/test_translation_worker.yml @@ -49,7 +49,7 @@ jobs: - name: Run tests run: | cd workers/translation-worker - uv sync --frozen --all-extras + uv sync --frozen --extra cpu --dev uv run --frozen python -m pytest --timeout=180 -vvv --cache-clear --show-capture=all -r A diff --git a/workers/translation-worker/pyproject.toml b/workers/translation-worker/pyproject.toml index 28363b0..849bdf7 100644 --- a/workers/translation-worker/pyproject.toml +++ b/workers/translation-worker/pyproject.toml @@ -21,17 +21,17 @@ name = "translation-worker" dynamic = ["version"] description = "Translation worker implementation in Temporal" authors = [ - { name = "Clément Doumouro", email = "cdoumouro@icij.org" }, - { name = "Clément Doumouro", email = "clement.doumouro@gmail.com" }, - { 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 = [ - "datashare-python~=0.8.4", - "argostranslate>=1.11.0", - "temporalio>=1.22.0", - "pycountry~=26.2.16", + "datashare-python~=0.8.4", + "argostranslate==1.11.0", + "pydantic-extra-types[pycountry]==2.11.1", ] [project.entry-points."datashare.workflows"] @@ -40,39 +40,62 @@ workflows = "translation_worker.workflows:WORKFLOWS" [project.entry-points."datashare.activities"] activities = "translation_worker.activities:ACTIVITIES" -[tool.uv.sources] -torch = [ - { index = "pytorch-cpu" }, + +[project.optional-dependencies] +cpu = [ + "torch==2.10.0", +] +gpu = [ + "torch==2.10.0+cu128; sys_platform == 'linux'", ] -datashare-python = { path = "../../datashare-python", editable = true } [[tool.uv.index]] 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-gpu", extra = "gpu" }, + { index = "pytorch-cpu", extra = "cpu" }, +] +datashare-python = { path = "../../datashare-python", editable = true } + +[tool.uv] +conflicts = [ + [ + { extra = "cpu" }, + { extra = "gpu" }, + ], +] + [dependency-groups] dev = [ - "datashare-python~=0.2", - "nest-asyncio>=1.6.0", - "pre-commit>=4.5.1", - "psutil>=6.1.0", - "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", + "datashare-python~=0.2", + "nest-asyncio>=1.6.0", + "pre-commit>=4.5.1", + "psutil>=6.1.0", + "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.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" \ No newline at end of file +log_file_date_format = "%Y-%m-%d %H:%M:%S" diff --git a/workers/translation-worker/tests/conftest.py b/workers/translation-worker/tests/conftest.py index bf39cd1..5693f8f 100644 --- a/workers/translation-worker/tests/conftest.py +++ b/workers/translation-worker/tests/conftest.py @@ -1,14 +1,21 @@ import asyncio import uuid from collections.abc import AsyncGenerator -from concurrent.futures import ThreadPoolExecutor +import datashare_python import pytest +import translation_worker +from _pytest.tmpdir import TempPathFactory +from datashare_python.config import ( + DatashareClientConfig, + LogFormat, + LoggingConfig, + TemporalClientConfig, +) from datashare_python.conftest import ( # noqa: F401 TEST_PROJECT, event_loop, index_docs, - test_deps, test_es_client, test_es_client_session, test_task_client, @@ -18,16 +25,44 @@ worker_lifetime_deps, ) from datashare_python.objects import Document -from datashare_python.types_ import TemporalClient +from datashare_python.types_ import ContextManagerFactory, TemporalClient +from datashare_python.worker import worker_context +from dependencies import set_es_client, set_worker_config from icij_common.es import ESClient -from temporalio.worker import Worker -from translation_worker.activities import ( - CreateTranslationBatches, - TranslateDocs, - resolve_language_alpha_code, -) -from translation_worker.objects import TaskQueues, TranslationWorkerConfig -from translation_worker.workflows import TranslationWorkflow +from translation_worker.activities import TranslationActivities +from translation_worker.objects import TranslationWorkerConfig +from translation_worker.workflows import TaskQueue, TranslationWorkflow + + +@pytest.fixture(scope="session") +def test_deps() -> list[ContextManagerFactory]: + return [set_worker_config, set_es_client] + + +@pytest.fixture(scope="session") +def test_worker_config(tmp_path_factory: TempPathFactory) -> TranslationWorkerConfig: # 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() + logging_config = LoggingConfig( + loggers={ + datashare_python.__name__: "DEBUG", + translation_worker.__name__: "DEBUG", + }, + format=LogFormat.DEFAULT, + ) + return TranslationWorkerConfig( + logging=logging_config, + datashare=DatashareClientConfig(url="http://localhost:8080"), + temporal=TemporalClientConfig(host="localhost:7233"), + artifacts_root=artifacts_root, + workdir=workdir, + ) + EN = "en" FR = "fr" @@ -85,72 +120,59 @@ def translation_worker_config() -> TranslationWorkerConfig: @pytest.fixture(scope="session") -async def batching_worker( - test_es_client_session: ESClient, # noqa: F811 +async def io_worker( + test_worker_config: TranslationWorkerConfig, # noqa: F811 test_temporal_client_session: TemporalClient, # noqa: F811 event_loop: asyncio.AbstractEventLoop, # noqa: F811 -) -> AsyncGenerator[Worker, None]: - es_client = test_es_client_session - temporal_client = test_temporal_client_session - batching_worker_id = f"test-translation-batching-worker-{uuid.uuid4()}" - create_translation_batches = CreateTranslationBatches( - es_client=es_client, - temporal_client=temporal_client, - event_loop=event_loop, + test_deps: list[ContextManagerFactory], # noqa: F811 +) -> AsyncGenerator[None, None]: + client = test_temporal_client_session + worker_id = f"test-io-worker-{uuid.uuid4()}" + translation_activities = TranslationActivities( + temporal_client=client, event_loop=event_loop ) batching_activities = [ - resolve_language_alpha_code, - create_translation_batches.create_translation_batches, + translation_activities.translation_worker_config, + translation_activities.create_translation_batches, ] workflows = [TranslationWorkflow] - batching_worker = Worker( - temporal_client, - identity=batching_worker_id, - task_queue=TaskQueues.CPU, + task_queue = TaskQueue.IO + worker_ctx = worker_context( + worker_id, activities=batching_activities, workflows=workflows, + worker_config=test_worker_config, + client=client, + event_loop=event_loop, + task_queue=task_queue, + dependencies=test_deps, ) - async with batching_worker: - t = None - try: - t = asyncio.create_task(batching_worker.run()) - yield - except Exception as e: # noqa: BLE001 - if t is not None: - t.cancel() - raise e + async with worker_ctx: + yield @pytest.fixture(scope="session") -async def translation_worker( - test_es_client_session: ESClient, # noqa: F811 +async def translation_cpu_worker( + test_worker_config: TranslationWorkerConfig, # noqa: F811 test_temporal_client_session: TemporalClient, # noqa: F811 event_loop: asyncio.AbstractEventLoop, # noqa: F811 + test_deps: list[ContextManagerFactory], # noqa: F811 ) -> AsyncGenerator[None, None]: - es_client = test_es_client_session - temporal_client = test_temporal_client_session - translation_worker_id = f"test-translation-translate-worker-{uuid.uuid4()}" - translation_activities = [ - TranslateDocs( - es_client=es_client, - temporal_client=temporal_client, - event_loop=event_loop, - ).translate_docs, - ] - with ThreadPoolExecutor() as executor: - translation_worker = Worker( - temporal_client, - identity=translation_worker_id, - task_queue=TaskQueues.GPU, - activities=translation_activities, - activity_executor=executor, - ) - async with translation_worker: - t = None - try: - t = asyncio.create_task(translation_worker.run()) - yield - except Exception as e: # noqa: BLE001 - if t is not None: - t.cancel() - raise e + client = test_temporal_client_session + worker_id = f"test-io-worker-{uuid.uuid4()}" + create_translation_batches = TranslationActivities( + temporal_client=client, event_loop=event_loop + ) + translation_activities = [create_translation_batches.translate_docs] + task_queue = TaskQueue.INFERENCE_CPU + 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 diff --git a/workers/translation-worker/tests/test_activities.py b/workers/translation-worker/tests/test_activities.py index bf62d89..211fcb2 100644 --- a/workers/translation-worker/tests/test_activities.py +++ b/workers/translation-worker/tests/test_activities.py @@ -204,7 +204,7 @@ async def mock_get_es_docs(*args, **kwargs): ): result = await create_translation_batches( project=TEST_PROJECT, - target_language_alpha_code=EN, + target_language=EN, ) assert result == [] @@ -221,7 +221,7 @@ async def mock_get_es_docs(*args, **kwargs): ): result = await create_translation_batches( project=TEST_PROJECT, - target_language_alpha_code=EN, + target_language=EN, ) assert len(result) == 1 @@ -241,7 +241,7 @@ async def mock_get_es_docs(*args, **kwargs): ): result = await create_translation_batches( project=TEST_PROJECT, - target_language_alpha_code=EN, + target_language=EN, ) assert len(result) == 1 @@ -264,7 +264,7 @@ async def mock_get_es_docs(*args, **kwargs): ): result = await create_translation_batches( project=TEST_PROJECT, - target_language_alpha_code=EN, + target_language=EN, ) langs = [lang for lang, _ in result] @@ -292,7 +292,7 @@ async def mock_get_es_docs(*args, **kwargs): "translation_worker.activities._get_es_docs", side_effect=mock_get_es_docs ): result = await create_translation_batches( - project=TEST_PROJECT, target_language_alpha_code=EN, max_batch_byte_len=1000 + project=TEST_PROJECT, target_language=EN, max_batch_byte_len=1000 ) _, batches = result[0] diff --git a/workers/translation-worker/tests/test_translation.py b/workers/translation-worker/tests/test_translation.py index 0f340c0..e0ae3cb 100644 --- a/workers/translation-worker/tests/test_translation.py +++ b/workers/translation-worker/tests/test_translation.py @@ -1,47 +1,45 @@ -import traceback +import uuid import pytest from datashare_python.conftest import TEST_PROJECT from datashare_python.objects import Document from icij_common.es import HITS, ESClient, has_type +from pydantic_extra_types.language_code import LanguageName from temporalio.client import Client as TemporalClient -from temporalio.client import WorkflowFailureError from temporalio.worker import Worker -from translation_worker.objects import TaskQueues, TranslationArgs +from translation_worker.constants import TaskQueue +from translation_worker.objects import TranslationArgs from translation_worker.workflows import TranslationWorkflow @pytest.mark.e2e -async def test_translate_docs( +async def test_translation_workflow( test_temporal_client_session: TemporalClient, # noqa: ARG001 index_translation_documents: list[Document], # noqa: ARG001 test_es_client: ESClient, - batching_worker: Worker, # noqa: ARG001 - translation_worker: Worker, # noqa: ARG001 + io_worker: Worker, # noqa: ARG001 + translation_cpu_worker: Worker, # noqa: ARG001 ) -> None: - """Test translation""" - req = TranslationArgs( - project=TEST_PROJECT, - target_language="english", + # Given + args = TranslationArgs( + project=TEST_PROJECT, target_language=LanguageName("ENGLISH") ) + workflow_id = f"asr-{uuid.uuid4().hex}" # When - try: - res = await test_temporal_client_session.execute_workflow( - TranslationWorkflow.run, req, id="test-001", task_queue=TaskQueues.CPU - ) + res = await test_temporal_client_session.execute_workflow( + TranslationWorkflow.run, args, id=workflow_id, task_queue=TaskQueue.IO + ) - assert res.n_translations == 2 + assert res.n_translations == 2 - body = {"query": has_type(type_field="type", type_value="Document")} - sort = "_doc:asc" - index_docs = [] - async for hits in test_es_client.poll_search_pages( - index=TEST_PROJECT, body=body, sort=sort - ): - index_docs += hits[HITS][HITS] - assert len(index_docs) == 2 - index_docs = [Document.from_es(doc) for doc in index_docs] - assert all("en" in doc.content_translated for doc in index_docs) - except WorkflowFailureError: - pytest.fail(traceback.format_exc()) + body = {"query": has_type(type_field="type", type_value="Document")} + sort = "_doc:asc" + index_docs = [] + async for hits in test_es_client.poll_search_pages( + index=TEST_PROJECT, body=body, sort=sort + ): + index_docs += hits[HITS][HITS] + assert len(index_docs) == 2 + index_docs = [Document.from_es(doc) for doc in index_docs] + assert all("en" in doc.content_translated for doc in index_docs) diff --git a/workers/translation-worker/translation_worker/activities.py b/workers/translation-worker/translation_worker/activities.py index 087b0dc..a4bc796 100644 --- a/workers/translation-worker/translation_worker/activities.py +++ b/workers/translation-worker/translation_worker/activities.py @@ -4,12 +4,14 @@ from collections.abc import AsyncGenerator, AsyncIterator, Iterable from copy import deepcopy from functools import partial -from typing import Any +from typing import Any, cast from aiostream.stream import chain +from datashare_python.dependencies import lifespan_worker_config from datashare_python.objects import Document from datashare_python.types_ import ProgressRateHandler from datashare_python.utils import ActivityWithProgress, activity_defn, to_raw_progress +from dependencies import lifespan_es_client from elasticsearch._async.helpers import async_bulk from icij_common.es import ( BOOL, @@ -24,107 +26,69 @@ must_not, ) from icij_common.iter_utils import before_and_after, once -from temporalio import activity -from temporalio.client import Client - -from .constants import ( - BATCHING_DOC_SOURCES, - CONTENT_LENGTH, - LANGUAGE_ALPHA_CODE_ACTIVITY_NAME, - TRANSLATION_BATCHING_ACTIVITY_NAME, - TRANSLATION_DOC_SOURCES, - TRANSLATION_TRANSLATE_ACTIVITY_NAME, -) -from .core import ( - get_translation_ensemble, - has_language, - language_alpha_codes, - translate_as_list, -) -from .objects import ( - BatchSentence, - TranslationEnsemble, - TranslationWorkerConfig, -) +from pydantic_extra_types.language_code import LanguageAlpha2, LanguageName -logging.basicConfig(level=logging.DEBUG) -logger = logging.getLogger(__name__) +from .constants import BATCHING_DOC_SOURCES, CONTENT_LENGTH, TRANSLATION_DOC_SOURCES +from .core import get_translation_ensemble, has_language, translate_as_list +from .objects import BatchSentence, TranslationEnsemble, TranslationWorkerConfig +logger = logging.getLogger(__name__) -@activity.defn(name=LANGUAGE_ALPHA_CODE_ACTIVITY_NAME) -async def resolve_language_alpha_code(language: str) -> str: - return language_alpha_codes(language) +class TranslationActivities(ActivityWithProgress): + @activity_defn(name="translation.worker_config") + async def translation_worker_config(self) -> TranslationWorkerConfig: + worker_config = cast(TranslationWorkerConfig, lifespan_worker_config()) + return worker_config -class CreateTranslationBatches(ActivityWithProgress): - def __init__( - self, - es_client: ESClient, - temporal_client: Client, - event_loop: asyncio.AbstractEventLoop, - ): - super().__init__(temporal_client, event_loop) - self._es_client = es_client - - @activity_defn(name=TRANSLATION_BATCHING_ACTIVITY_NAME) + @activity_defn(name="translation.create_translation_batches") async def create_translation_batches( - self, - project: str, - target_language_alpha_code: str, - max_batch_byte_len: int, + self, project: str, target_language: LanguageAlpha2 ) -> list[tuple[str, list[list[str]]]]: - return await create_translation_batches( + es_client = lifespan_es_client() + worker_config = cast(TranslationWorkerConfig, lifespan_worker_config()) + max_batch_byte_len = worker_config.max_batch_byte_len + batches = await create_translation_batches( project=project, - target_language_alpha_code=target_language_alpha_code, - es_client=self._es_client, + target_language=target_language, max_batch_byte_len=max_batch_byte_len, + es_client=es_client, ) + return batches - -class TranslateDocs(ActivityWithProgress): - def __init__( - self, - es_client: ESClient, - temporal_client: Client, - event_loop: asyncio.AbstractEventLoop, - ): - super().__init__(temporal_client, event_loop) - self._es_client = es_client - - @activity_defn(name=TRANSLATION_TRANSLATE_ACTIVITY_NAME) - def translate_docs( + @activity_defn(name="translation.translate_docs") + async def translate_docs( self, doc_id_batch_with_lang: tuple[str, list[list[str]]], - target_language_alpha_code: str, + target_language: str, *, project: str, - worker_config: TranslationWorkerConfig | None = None, progress: ProgressRateHandler | None = None, ) -> int: - return asyncio.run_coroutine_threadsafe( - translate_docs( - doc_id_batch_with_lang, - target_language_alpha_code=target_language_alpha_code, - project=project, - es_client=self._es_client, - progress=progress, - worker_config=worker_config, - ), - self._event_loop, - ).result() + es_client = lifespan_es_client() + worker_config = cast(TranslationWorkerConfig, lifespan_worker_config()) + n_translated = await translate_docs( + doc_id_batch_with_lang, + target_language=target_language, + project=project, + es_client=es_client, + progress=progress, + worker_config=worker_config, + ) + return n_translated async def create_translation_batches( *, project: str, - target_language_alpha_code: str, + target_language: LanguageAlpha2, max_batch_byte_len: int = 1000000, es_client: ESClient | None = None, ) -> list[tuple[str, list[list[str]]]]: """Batch doc ids by language and/or total batch byte length :param project: Project name - :param target_language_alpha_code: Target language + :param target_language: Target language :param max_batch_byte_len: Maximum batch byte length :param es_client: ES client :return: list of batches keyed by language @@ -133,7 +97,7 @@ async def create_translation_batches( es_docs = _get_es_docs( es_client, project, - target_language_alpha_code=target_language_alpha_code, + target_language_alpha_code=target_language, source_includes=BATCHING_DOC_SOURCES, ) all_results = {} @@ -145,10 +109,8 @@ async def create_translation_batches( if first_doc is None: continue - source_language_alpha_code = language_alpha_codes( - first_doc[SOURCE][DOC_LANGUAGE] - ) - all_results[source_language_alpha_code] = [] + source_alpha_2 = LanguageName(first_doc[SOURCE][DOC_LANGUAGE].title()).alpha2 + all_results[source_alpha_2] = [] current_batch.append(first_doc[ID_]) async for item in es_doc_id_batch: @@ -156,7 +118,7 @@ async def create_translation_batches( doc_byte_len = item[SOURCE][CONTENT_LENGTH] if 0 < max_batch_byte_len < current_batch_byte_len + doc_byte_len: - all_results[source_language_alpha_code].append(deepcopy(current_batch)) + all_results[source_alpha_2].append(deepcopy(current_batch)) current_batch = [] current_batch_byte_len = 0 @@ -164,7 +126,7 @@ async def create_translation_batches( current_batch_byte_len += doc_byte_len if len(current_batch) > 0: - all_results[source_language_alpha_code].append(deepcopy(current_batch)) + all_results[source_alpha_2].append(deepcopy(current_batch)) current_batch = [] current_batch_byte_len = 0 @@ -173,7 +135,7 @@ async def create_translation_batches( async def translate_docs( doc_id_batch_with_lang: tuple[str, list[list[str]]], - target_language_alpha_code: str, + target_language: LanguageAlpha2, *, project: str, es_client: ESClient | None = None, @@ -184,7 +146,7 @@ async def translate_docs( sentence ordering, inserting them into ES :param doc_id_batch_with_lang: doc_ids keyed by document language alpha code - :param target_language_alpha_code: Target language alpha2 code + :param target_language: Target language alpha2 code :param project: Project name :param es_client: ES client :param progress: ProgressRateHandler @@ -203,7 +165,7 @@ async def translate_docs( # Get documents translation_ensemble = get_translation_ensemble( source_language_alpha_code=source_language_alpha_code, - target_language_alpha_code=target_language_alpha_code, + target_language_alpha_code=target_language, device=worker_config.device, inter_threads=worker_config.inter_threads, intra_threads=worker_config.intra_threads, @@ -243,9 +205,7 @@ async def translate_docs( translation_tasks.append( asyncio.create_task( _translate_batch( - sentences_batch, - translation_ensemble, - worker_config.beam_size, + sentences_batch, translation_ensemble, worker_config.beam_size ) ) ) @@ -298,7 +258,7 @@ async def translate_docs( es_client, translations_with_doc_ids_and_root_doc, project, - target_language_alpha_code=target_language_alpha_code, + target_language_alpha_code=target_language, ) # Return the number of translated documents return len(reconstructed_docs) @@ -337,9 +297,10 @@ async def _iter_sentences( async for doc in doc_iter: es_doc = Document.from_es(doc) - for idx, sentence in enumerate( - translation_ensemble.sentencizer.split_sentences(es_doc.content) - ): + sentences = await asyncio.to_thread( + translation_ensemble.sentencizer.split_sentences, es_doc.content + ) + for idx, sentence in enumerate(sentences): sentence_batch.append( BatchSentence( doc_id=es_doc.id, @@ -365,10 +326,7 @@ async def _translate_batch( ) -> list[str]: async with asyncio.Semaphore(max_parallel_batches): return await asyncio.to_thread( - translate_as_list, - sentence_batch, - translation_ensemble, - beam_size, + translate_as_list, sentence_batch, translation_ensemble, beam_size ) @@ -472,4 +430,7 @@ async def _async_query_es( yield hit -ACTIVITIES = [resolve_language_alpha_code, CreateTranslationBatches, TranslateDocs] +ACTIVITIES = [ + TranslationActivities.create_translation_batches, + TranslationActivities.translate_docs, +] diff --git a/workers/translation-worker/translation_worker/config.py b/workers/translation-worker/translation_worker/config.py new file mode 100644 index 0000000..a5d4f8f --- /dev/null +++ b/workers/translation-worker/translation_worker/config.py @@ -0,0 +1,17 @@ +from datashare_python.config import WorkerConfig +from pydantic import Field + +from .constants import TorchDevice + + +class TranslationWorkerConfig(WorkerConfig): + device: TorchDevice = Field(default=TorchDevice.CPU, frozen=True) + + batch_size: int = 16 + max_parallel_batches: int = 8 + max_batch_byte_len: int = 1000000 + # ctranslate2 params + beam_size: int = 4 + inter_threads: int = 1 + intra_threads: int = 0 + compute_type: str = "auto" # quantization diff --git a/workers/translation-worker/translation_worker/constants.py b/workers/translation-worker/translation_worker/constants.py index e445de8..9b543d7 100644 --- a/workers/translation-worker/translation_worker/constants.py +++ b/workers/translation-worker/translation_worker/constants.py @@ -1,31 +1,35 @@ +from enum import StrEnum + from icij_common.es import DOC_CONTENT, DOC_LANGUAGE, DOC_ROOT_ID -TRANSLATION_TASK_NAME = "translation" -TRANSLATION_WORKER_NAME = "translation-worker" +class TaskQueue(StrEnum): + IO = "translation.io" + INFERENCE_GPU = "translation.inference.gpu" + INFERENCE_CPU = "translation.inference.cpu" -TRANSLATION_CPU_TASK_QUEUE = "translation-cpu-tasks" -TRANSLATION_GPU_TASK_QUEUE = "translation-gpu-tasks" +class TorchDevice(StrEnum): + CPU = "cpu" + GPU = "cuda" -TRANSLATION_WORKFLOW_NAME = "translation" + @property + def inference_queue(self) -> TaskQueue: + match self: + case TorchDevice.CPU: + return TaskQueue.INFERENCE_CPU + case TorchDevice.GPU: + return TaskQueue.INFERENCE_GPU + case _: + raise NotImplementedError(f"invalid torch device: {self}") -LANGUAGE_ALPHA_CODE_ACTIVITY_NAME = "language-alpha-code-activity" -TRANSLATION_BATCHING_ACTIVITY_NAME = "translation-batches-activity" +TRANSLATION_TASK_NAME = "translation" -TRANSLATION_TRANSLATE_ACTIVITY_NAME = "translation-translate-activity" +TRANSLATION_WORKER_NAME = "translation-worker" +TRANSLATION_WORKFLOW_NAME = "translation" CONTENT_LENGTH = "content_length" TRANSLATION_DOC_SOURCES = [DOC_CONTENT, DOC_ROOT_ID, DOC_LANGUAGE] - BATCHING_DOC_SOURCES = TRANSLATION_DOC_SOURCES[1:] + [CONTENT_LENGTH] - -CPU = "cpu" - -CUDA = "cuda" - -MPS = "mps" - -MKL = "mkl" diff --git a/workers/translation-worker/translation_worker/core.py b/workers/translation-worker/translation_worker/core.py index 36836cf..5b58f47 100644 --- a/workers/translation-worker/translation_worker/core.py +++ b/workers/translation-worker/translation_worker/core.py @@ -3,7 +3,6 @@ import argostranslate import ctranslate2 -import pycountry from argostranslate.package import Package from argostranslate.translate import ( CachedTranslation, @@ -22,38 +21,13 @@ logger = logging.getLogger(__name__) -def language_alpha_codes(*languages: str) -> list[str] | str: - alpha_codes = [] - - for language in languages: - try: - alpha2 = pycountry.languages.get(name=language).alpha_2 - alpha_codes.append(alpha2) - except AttributeError: - logger.warning("%s language not found by pycountry; skipping.", language) - continue - - if len(alpha_codes) == 0: - return list(languages) - - if len(alpha_codes) == 1: - return alpha_codes[0] - - return alpha_codes - - def translate_as_list( sentence_batch: list[BatchSentence], translation_ensemble: TranslationEnsemble, beam_size: int, ) -> list[str]: - return list( - _translate( - [s.sentence for s in sentence_batch], - translation_ensemble, - beam_size, - ) - ) + sentence_batch = [s.sentence for s in sentence_batch] + return list(_translate(sentence_batch, translation_ensemble, beam_size)) def _translate( diff --git a/workers/translation-worker/translation_worker/dependencies.py b/workers/translation-worker/translation_worker/dependencies.py new file mode 100644 index 0000000..a6697c8 --- /dev/null +++ b/workers/translation-worker/translation_worker/dependencies.py @@ -0,0 +1,16 @@ +import logging + +from datashare_python.dependencies import ( # noqa: F401 + lifespan_es_client, + lifespan_worker_config, + set_es_client, + set_worker_config, +) + +logger = logging.getLogger(__name__) + + +REGISTRY = { + "inference": [set_worker_config, set_es_client], + "io": [set_worker_config, set_es_client], +} diff --git a/workers/translation-worker/translation_worker/objects.py b/workers/translation-worker/translation_worker/objects.py index 53a0aeb..6e01542 100644 --- a/workers/translation-worker/translation_worker/objects.py +++ b/workers/translation-worker/translation_worker/objects.py @@ -1,5 +1,5 @@ from dataclasses import dataclass -from enum import StrEnum +from typing import Annotated, Any from argostranslate.sbd import ( MiniSBDSentencizer, @@ -7,26 +7,17 @@ StanzaSentencizer, ) from argostranslate.tokenizer import BPETokenizer, SentencePieceTokenizer +from constants import TorchDevice from ctranslate2 import Translator +from datashare_python.config import WorkerConfig from datashare_python.objects import DatashareModel -from pydantic import BaseModel, Field +from pydantic import BaseModel, BeforeValidator, Field +from pydantic_extra_types.language_code import LanguageName -from .constants import ( - CPU, - TRANSLATION_CPU_TASK_QUEUE, - TRANSLATION_GPU_TASK_QUEUE, - TRANSLATION_TASK_NAME, -) - - -class TaskQueues(StrEnum): - CPU = TRANSLATION_CPU_TASK_QUEUE - GPU = TRANSLATION_GPU_TASK_QUEUE +class TranslationWorkerConfig(WorkerConfig): + device: TorchDevice = Field(default=TorchDevice.CPU, frozen=True) -class TranslationWorkerConfig(BaseModel): - task: str = Field(default=TRANSLATION_TASK_NAME, frozen=True) - device: str = Field(default=CPU, frozen=True) batch_size: int = 16 max_parallel_batches: int = 8 max_batch_byte_len: int = 1000000 @@ -37,9 +28,15 @@ class TranslationWorkerConfig(BaseModel): compute_type: str = "auto" # quantization +def _to_language_name(value: Any) -> Any: + if isinstance(value, str): + return value.title() + return value + + class TranslationArgs(DatashareModel): project: str - target_language: str + target_language: Annotated[LanguageName, BeforeValidator(_to_language_name)] class TranslationResponse(DatashareModel): diff --git a/workers/translation-worker/translation_worker/utils.py b/workers/translation-worker/translation_worker/utils.py index bd8a032..edd5720 100644 --- a/workers/translation-worker/translation_worker/utils.py +++ b/workers/translation-worker/translation_worker/utils.py @@ -1,7 +1,7 @@ -from translation_worker.constants import CPU +from .constants import TorchDevice -def find_device(device_name: str = CPU) -> str: +def find_device(device_name: str = TorchDevice.CPU) -> TorchDevice.CPU: """Check if a device is available; if not, return cpu :param device_name: device name @@ -16,4 +16,4 @@ def find_device(device_name: str = CPU) -> str: ): return device_name - return CPU + return TorchDevice.CPU diff --git a/workers/translation-worker/translation_worker/workflows.py b/workers/translation-worker/translation_worker/workflows.py index 40b7573..3b4544a 100644 --- a/workers/translation-worker/translation_worker/workflows.py +++ b/workers/translation-worker/translation_worker/workflows.py @@ -4,66 +4,52 @@ from temporalio import workflow with workflow.unsafe.imports_passed_through(): - from datashare_python.utils import WorkflowWithProgress + from datashare_python.utils import WorkflowWithProgress, execute_activity - from .activities import ( - CreateTranslationBatches, - TranslateDocs, - resolve_language_alpha_code, - ) - from .constants import TRANSLATION_WORKFLOW_NAME - from .objects import ( - TaskQueues, - TranslationArgs, - TranslationResponse, - TranslationWorkerConfig, - ) + from .activities import TranslationActivities + from .config import TranslationWorkerConfig + from .constants import TRANSLATION_WORKFLOW_NAME, TaskQueue + from .objects import TranslationArgs, TranslationResponse @workflow.defn(name=TRANSLATION_WORKFLOW_NAME) class TranslationWorkflow(WorkflowWithProgress): @workflow.run async def run(self, args: TranslationArgs) -> TranslationResponse: - worker_config = TranslationWorkerConfig() - - target_language_alpha_code = await workflow.execute_activity( - resolve_language_alpha_code, - args.target_language, - task_queue=TaskQueues.CPU, - start_to_close_timeout=timedelta(seconds=30), + # Read config this can't be done here directly since it involves + # non-deterministic IO + translation_worker_config: TranslationWorkerConfig = await execute_activity( + TranslationActivities.translation_worker_config, + task_queue=TaskQueue.IO, + start_to_close_timeout=timedelta(minutes=1), ) + inference_queue = translation_worker_config.device.inference_queue - translation_batch_args = [ - args.project, - target_language_alpha_code, - worker_config.max_batch_byte_len, - ] # Create translation batches - translation_batches: list[list[str]] = await workflow.execute_activity( - CreateTranslationBatches.create_translation_batches, + target_language = args.target_language.alpha2 + translation_batch_args = [args.project, target_language] + translation_batches: list[tuple[str, list[list[str]]]] + translation_batches = await execute_activity( + TranslationActivities.create_translation_batches, args=translation_batch_args, - task_queue=TaskQueues.CPU, + task_queue=TaskQueue.IO, start_to_close_timeout=timedelta(hours=1), ) + # Translate translation_args = [ - ( - id_batch, - target_language_alpha_code, - args.project, - worker_config, - ) + (id_batch, target_language, args.project) for id_batch in translation_batches ] - translations_activities = [ - workflow.execute_activity( - TranslateDocs.translate_docs, + translations_activities = ( + execute_activity( + TranslationActivities.translate_docs, args=args, - task_queue=TaskQueues.GPU, + task_queue=inference_queue, start_to_close_timeout=timedelta(hours=1), ) for args in translation_args - ] + ) translations = await asyncio.gather(*translations_activities) num_translations = sum(translations) diff --git a/workers/translation-worker/uv.dist.lock b/workers/translation-worker/uv.dist.lock index 9451702..337077b 100644 --- a/workers/translation-worker/uv.dist.lock +++ b/workers/translation-worker/uv.dist.lock @@ -1,12 +1,20 @@ version = 1 revision = 3 -requires-python = ">=3.11.0, <3.14" +requires-python = ">=3.11.0, <3.13" resolution-markers = [ - "python_full_version >= '3.12' and sys_platform != 'darwin'", - "python_full_version < '3.12' and sys_platform != 'darwin'", - "python_full_version >= '3.12' and sys_platform == 'darwin'", - "python_full_version < '3.12' and sys_platform == 'darwin'", + 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