from __future__ import annotations import functools import os import typing as t import pytest import openllm from bentoml._internal.configuration.containers import BentoMLContainer if t.TYPE_CHECKING: from pathlib import Path HF_INTERNAL_T5_TESTING = 'hf-internal-testing/tiny-random-t5' actions_xfail = functools.partial( pytest.mark.xfail, condition=os.getenv('GITHUB_ACTIONS') is not None, reason='Marking GitHub Actions to xfail due to flakiness and building environment not isolated.', ) @actions_xfail def test_general_build_with_internal_testing(): bento_store = BentoMLContainer.bento_store.get() llm = openllm.LLM(model_id=HF_INTERNAL_T5_TESTING, serialisation='legacy') bento = openllm.build('flan-t5', model_id=HF_INTERNAL_T5_TESTING) assert llm.llm_type == bento.info.labels['_type'] assert llm.__llm_backend__ == bento.info.labels['_framework'] bento = openllm.build('flan-t5', model_id=HF_INTERNAL_T5_TESTING) assert len(bento_store.list(bento.tag)) == 1 @actions_xfail def test_general_build_from_local(tmp_path_factory: pytest.TempPathFactory): local_path = tmp_path_factory.mktemp('local_t5') llm = openllm.LLM(model_id=HF_INTERNAL_T5_TESTING, serialisation='legacy') llm.model.save_pretrained(str(local_path)) llm.tokenizer.save_pretrained(str(local_path)) assert openllm.build('flan-t5', model_id=local_path.resolve().__fspath__(), model_version='local') @pytest.fixture() def dockerfile_template(tmp_path_factory: pytest.TempPathFactory): file = tmp_path_factory.mktemp('dockerfiles') / 'Dockerfile.template' file.write_text( "{% extends bento_base_template %}\n{% block SETUP_BENTO_ENTRYPOINT %}\n{{ super() }}\nRUN echo 'sanity from custom dockerfile'\n{% endblock %}" ) return file @pytest.mark.usefixtures('dockerfile_template') @actions_xfail def test_build_with_custom_dockerfile(dockerfile_template: Path): assert openllm.build('flan-t5', model_id=HF_INTERNAL_T5_TESTING, dockerfile_template=str(dockerfile_template))