llama-stack-mirror/llama_stack/providers/tests/eval/fixtures.py
Xi Yan 50cc165077
fixes tests & move braintrust api_keys to request headers (#535)
# What does this PR do?

- braintrust scoring provider requires OPENAI_API_KEY env variable to be
set
- move this to be able to be set as request headers (e.g. like together
/ fireworks api keys)
- fixes pytest with agents dependency

## Test Plan

**E2E**
```
llama stack run 
```
```yaml
scoring:
  - provider_id: braintrust-0
    provider_type: inline::braintrust
    config: {}
```

**Client**
```python
self.client = LlamaStackClient(
    base_url=os.environ.get("LLAMA_STACK_ENDPOINT", "http://localhost:5000"),
    provider_data={
        "openai_api_key": os.environ.get("OPENAI_API_KEY", ""),
    },
)
```
- run `llama-stack-client eval run_scoring`

**Unit Test**
```
pytest -v -s -m meta_reference_eval_together_inference eval/test_eval.py
```

```
pytest -v -s -m braintrust_scoring_together_inference scoring/test_scoring.py --env OPENAI_API_KEY=$OPENAI_API_KEY
```
<img width="745" alt="image"
src="https://github.com/user-attachments/assets/68f5cdda-f6c8-496d-8b4f-1b3dabeca9c2">

## Before submitting

- [ ] This PR fixes a typo or improves the docs (you can dismiss the
other checks if that's the case).
- [ ] Ran pre-commit to handle lint / formatting issues.
- [ ] Read the [contributor
guideline](https://github.com/meta-llama/llama-stack/blob/main/CONTRIBUTING.md),
      Pull Request section?
- [ ] Updated relevant documentation.
- [ ] Wrote necessary unit or integration tests.
2024-11-26 13:11:21 -08:00

71 lines
1.7 KiB
Python

# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the terms described in the LICENSE file in
# the root directory of this source tree.
import pytest
import pytest_asyncio
from llama_stack.distribution.datatypes import Api, Provider
from llama_stack.providers.tests.resolver import construct_stack_for_test
from ..conftest import ProviderFixture, remote_stack_fixture
@pytest.fixture(scope="session")
def eval_remote() -> ProviderFixture:
return remote_stack_fixture()
@pytest.fixture(scope="session")
def eval_meta_reference() -> ProviderFixture:
return ProviderFixture(
providers=[
Provider(
provider_id="meta-reference",
provider_type="inline::meta-reference",
config={},
)
],
)
EVAL_FIXTURES = ["meta_reference", "remote"]
@pytest_asyncio.fixture(scope="session")
async def eval_stack(request):
fixture_dict = request.param
providers = {}
provider_data = {}
for key in [
"datasetio",
"eval",
"scoring",
"inference",
"agents",
"safety",
"memory",
]:
fixture = request.getfixturevalue(f"{key}_{fixture_dict[key]}")
providers[key] = fixture.providers
if fixture.provider_data:
provider_data.update(fixture.provider_data)
test_stack = await construct_stack_for_test(
[
Api.eval,
Api.datasetio,
Api.inference,
Api.scoring,
Api.agents,
Api.safety,
Api.memory,
],
providers,
provider_data,
)
return test_stack.impls