[API] fix validate and evaluation api config, set_trial_config #984

[hongsw]

• feat: refactor SQL Trial DB from Pandas Trial DB, and Test code
• 🚑 fix: Set correct WORK_DIR based on environment variable

[hongsw]

(.venv) ➜  api git:(Feature/api/984) ✗ python -m pytest tests/test_trial_config.py  # 테스트 실행
=============================================================================================== test session starts ===============================================================================================
platform darwin -- Python 3.11.10, pytest-8.3.3, pluggy-1.5.0
rootdir: /Users/martin/Development/org_autorag/AutoRAG/api
plugins: anyio-4.6.2.post1
collected 7 items                                                                                                                                                                                                 

tests/test_trial_config.py .......                                                                                                                                                                          [100%]

================================================================================================ warnings summary =================================================================================================
../.venv/lib/python3.11/site-packages/pydantic/_internal/_config.py:291
../.venv/lib/python3.11/site-packages/pydantic/_internal/_config.py:291
  /Users/martin/Development/org_autorag/AutoRAG/.venv/lib/python3.11/site-packages/pydantic/_internal/_config.py:291: PydanticDeprecatedSince20: Support for class-based `config` is deprecated, use ConfigDict instead. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.9/migration/
    warnings.warn(DEPRECATION_MESSAGE, DeprecationWarning)

-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html
========================================================================================== 7 passed, 2 warnings in 0.63s ==========================================================================================

[hongsw]

AUTORAG_API_ENV: dev
--------------------------------
### Server start
--------------------------------
collected 6 items                                                                                                                                                                                  

tests/test_app.py::test_create_project PASSED
tests/test_app.py::test_create_trial FAILED
tests/test_app.py::test_create_trial_invalid_project PASSED
tests/test_app.py::test_get_trial PASSED
tests/test_app.py::test_delete_trial PASSED
tests/test_app.py::test_environment_variables PASSED

[hongsw]

Test http://localhost:5555/
For Flower ui to monitoring Celery tasks

[hongsw]

python -m pytest tests/test_project_db.py -s -v
====================================================================== test session starts ======================================================================
platform darwin -- Python 3.11.10, pytest-8.3.3, pluggy-1.5.0 -- /Users/martin/Development/org_autorag/AutoRAG/.venv/bin/python
cachedir: .pytest_cache
rootdir: /Users/martin/Development/org_autorag/AutoRAG/api
configfile: pytest.ini
plugins: asyncio-0.24.0, anyio-4.6.2.post1
asyncio: mode=Mode.AUTO, default_loop_scope=function
collected 8 items                                                                                                                                               

tests/test_project_db.py::test_db_initialization 
[테스트] DB 초기화
- DB 파일 생성 확인: /var/folders/v0/_g3z68kd417dkyyj406b1tpc0000gn/T/tmpj604z2tw/test_project/project.db
PASSED
tests/test_project_db.py::test_set_and_get_trial 
[테스트] Trial 저장 및 조회
- Trial 저장: ID=test_trial_1
- Trial 조회 및 데이터 검증

[Config 검증]
원본 Config: {'trial_id': 'test_trial_1', 'project_id': 'test_project', 'raw_path': '/path/to/raw', 'corpus_path': '/path/to/corpus', 'qa_path': '/path/to/qa', 'config_path': '/path/to/config', 'metadata': {}}
조회된 Config: {'trial_id': 'test_trial_1', 'project_id': 'test_project', 'raw_path': '/path/to/raw', 'corpus_path': '/path/to/corpus', 'qa_path': '/path/to/qa', 'config_path': '/path/to/config', 'metadata': {}}
- 검증 완료: 모든 필드가 일치함
PASSED
tests/test_project_db.py::test_get_nonexistent_trial 
[테스트] 존재하지 않는 Trial 조회
- 존재하지 않는 ID로 조회: nonexistent_id
- 검증 완료: None 반환 확인
PASSED
tests/test_project_db.py::test_set_trial_config 
[테스트] Trial 설정 업데이트
- 기존 Trial 저장: ID=test_trial_1
- 새로운 설정으로 업데이트
- 검증 완료: 설정 업데이트 확인
PASSED
tests/test_project_db.py::test_get_trials_by_project 
[테스트] 프로젝트별 Trial 목록 조회
- 첫 번째 Trial 저장
- 두 번째 Trial 생성 및 저장
- 페이지네이션 테스트 (limit=1)
- 전체 Trial 조회 테스트
- 검증 완료: 총 2개의 Trial 확인
PASSED
tests/test_project_db.py::test_get_all_config_ids PASSED
tests/test_project_db.py::test_delete_trial PASSED
tests/test_project_db.py::test_get_all_trial_ids PASSED

======================================================================= 8 passed in 0.22s =

[hongsw]

• Celery integration completed.
• SQLiteProjectDB migration completed.
• Start Chunking trial_task.py is to be determined (TBD); assistance needed from @vkehfdl1.
• Frontend migration completed, including changes to the waitForTask function.
• The filepath configuration schema needs to be updated from (raw_data, parse, chunk, qa) to (files, knowledges, qa_docs).

Figure 1: Files are initially managed in the files folder. In the knowledges folder, selected files are processed, parsed, and chunked for further use. QA documents are generated and stored in the qa_docs folder. Lastly, in the trials folder, specific knowledge and QA documents are selected to perform evaluations and generate reports.

[hongsw]

• "Move config folder data to SQLite trial schema"

[hongsw]

Test http://localhost:5555/
For Flower ui to monitoring Celery tasks

[vkehfdl1]

Let's merge this first and split the issues

[hongsw]

generate_qa_docs in trial_tasks.py