llama-stack/llama_stack
Xi Yan bcb13c492f
test: revamp eval related integration tests (#1433)
# What does this PR do?
- revamp and clean up datasets/scoring/eval integration tests
- closes https://github.com/meta-llama/llama-stack/issues/1396

[//]: # (If resolving an issue, uncomment and update the line below)
[//]: # (Closes #[issue-number])

## Test Plan
**dataset**
```
LLAMA_STACK_BASE_URL=http://localhost:8321 pytest -v tests/integration/datasetio/
```
<img width="842" alt="image"
src="https://github.com/user-attachments/assets/88fc2b6a-b496-47bf-bc0c-8fea48ba36ff"
/>

**scoring**
```
LLAMA_STACK_CONFIG=fireworks pytest -v tests/integration/scoring --text-model meta-llama/Llama-3.1-8B-Instruct --judge-model meta-llama/Llama-3.1-8B-Instruct
```
<img width="851" alt="image"
src="https://github.com/user-attachments/assets/50f46415-b44c-4c37-a6c3-076f2767adb3"
/>


**eval**
```
LLAMA_STACK_CONFIG=fireworks pytest -v tests/integration/eval --text-model meta-llama/Llama-3.1-8B-Instruct --judge-model meta-llama/Llama-3.1-8B-Instruct
```
<img width="841" alt="image"
src="https://github.com/user-attachments/assets/8eb1c65c-3b39-4d66-8ff4-f471ca783e49"
/>


[//]: # (## Documentation)
2025-03-06 10:51:35 -08:00
..
apis feat: support ClientTool output metadata (#1426) 2025-03-05 14:30:27 -08:00
cli chore: remove unused build dir (#1379) 2025-03-05 15:40:00 -08:00
distribution refactor(test): introduce --stack-config and simplify options (#1404) 2025-03-05 17:02:02 -08:00
models/llama refactor: move a few tests to top-level tests/ directory 2025-03-03 17:33:39 -08:00
providers test: revamp eval related integration tests (#1433) 2025-03-06 10:51:35 -08:00
scripts refactor(test): introduce --stack-config and simplify options (#1404) 2025-03-05 17:02:02 -08:00
strong_typing Ensure that deprecations for fields follow through to OpenAPI 2025-02-19 13:54:04 -08:00
templates refactor(test): move tools, evals, datasetio, scoring and post training tests (#1401) 2025-03-04 14:53:47 -08:00
__init__.py export LibraryClient 2024-12-13 12:08:00 -08:00
env.py refactor(test): move tools, evals, datasetio, scoring and post training tests (#1401) 2025-03-04 14:53:47 -08:00
logcat.py feat: add a configurable category-based logger (#1352) 2025-03-02 18:51:14 -08:00
schema_utils.py ci: add mypy for static type checking (#1101) 2025-02-21 13:15:40 -08:00