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https://github.com/meta-llama/llama-stack.git
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07a992ef90
Summary: 1. The `tools` parameter we construct to pass the inference API is non-deterministic. As a result, our recordable mocks is flaky as the ordering change sometimes. This PR makes it so that `tools` ordering is deterministic and aligned with the order user specified. 2. In recordable mock key generation, client tool's parameter type was 'str' and now is 'string' for some reason. I didn't dig into exactly why, but just regenerated the fixtures. Test Plan: Regenerate mocks: ``` LLAMA_STACK_CONFIG=fireworks pytest -s -v tests/client-sdk/agents/test_agents.py --safety-shield meta-llama/Llama-Guard-3-8B --record-responses ``` Rerun tests without --record-responses: ``` LLAMA_STACK_CONFIG=fireworks pytest -s -v tests/client-sdk/agents/test_agents.py --safety-shield meta-llama/Llama-Guard-3-8B ``` |
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|---|---|---|
| .. | ||
| agents | ||
| fixtures | ||
| inference | ||
| safety | ||
| tool_runtime | ||
| vector_io | ||
| __init__.py | ||
| conftest.py | ||
| metadata.py | ||
| README.md | ||
| report.py | ||
Llama Stack Integration Tests
You can run llama stack integration tests on either a Llama Stack Library or a Llama Stack endpoint.
To test on a Llama Stack library with certain configuration, run
LLAMA_STACK_CONFIG=./llama_stack/templates/cerebras/run.yaml pytest -s -v tests/api/inference/
or just the template name
LLAMA_STACK_CONFIG=together pytest -s -v tests/api/inference/
To test on a Llama Stack endpoint, run
LLAMA_STACK_BASE_URL=http://localhost:8089 pytest -s -v tests/api/inference
Report Generation
To generate a report, run with --report option
LLAMA_STACK_CONFIG=together pytest -s -v report.md tests/api/ --report
Common options
Depending on the API, there are custom options enabled
- For tests in
inference/andagents/, we support--inference-model(to be used in text inference tests) and--vision-inference-model` (only used in image inference tests) overrides - For tests in
vector_io/, we support--embedding-modeloverride - For tests in
safety/, we support--safety-shieldoverride - The param can be
--reportor--report <path>If path is not provided, we do a best effort to infer based on the config / template name. For url endpoints, path is required.