mirror of
https://github.com/bentoml/OpenLLM.git
synced 2026-01-02 20:48:25 -05:00
43 lines
2.0 KiB
Python
43 lines
2.0 KiB
Python
from __future__ import annotations
|
|
import functools, os, typing as t, pytest, 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.AutoLLM.for_model("flan-t5", model_id=HF_INTERNAL_T5_TESTING)
|
|
bento = openllm.build("flan-t5", model_id=HF_INTERNAL_T5_TESTING)
|
|
|
|
assert llm.llm_type == bento.info.labels["_type"]
|
|
assert llm.config["env"]["framework_value"] == 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.AutoLLM.for_model("flan-t5", model_id=HF_INTERNAL_T5_TESTING, ensure_available=True)
|
|
|
|
if llm.bettertransformer:
|
|
llm.__llm_model__ = llm.model.reverse_bettertransformer()
|
|
|
|
llm.save_pretrained(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))
|