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Enforce schema validation in unit tests via reusable fixtures (#830)

* Initial plan

* Add schema-compliant test fixtures and refactor chunking tests

- Created tests/fixtures module with document_fixtures.py and event_fixtures.py
- Added helpers to generate schema-compliant messages, chunks, threads, archives, and events
- Updated test_helpers.py in parsing and chunking to include document validation functions
- Refactored chunking/tests/test_service.py to use schema-compliant fixtures
- Added explicit schema validation test for chunk documents

Co-authored-by: Alan-Jowett <20480683+Alan-Jowett@users.noreply.github.com>

* Refactor embedding tests and add schema-aware testing documentation

- Updated embedding/tests/test_helpers.py with document validation functions
- Refactored embedding/tests/test_service.py to use schema-compliant chunk fixtures
- Added comprehensive schema-aware testing guide in docs/SCHEMA_AWARE_TESTING.md
- Documented best practices, examples, and when to use validation

Co-authored-by: Alan-Jowett <20480683+Alan-Jowett@users.noreply.github.com>

* Address code review feedback

- Fixed ArchiveIngested event fixture to include all required schema fields
- Added comments explaining UUID format and duplicate _id/archive_id fields
- Improved sys.path manipulation with conditional check to avoid duplication
- Fixed metadata inconsistency in embedding test to use standard schema fields
- Enhanced tests/fixtures/__init__.py with proper exports for cleaner imports
- Added clarifying comments for test data simplifications

Co-authored-by: Alan-Jowett <20480683+Alan-Jowett@users.noreply.github.com>

* Fix code review issues: correct import syntax and remove unused import

- Fixed import statement in docs/SCHEMA_AWARE_TESTING.md (line 54) to use correct module separator
- Removed unused assert_valid_event_schema import from embedding/tests/test_service.py

Co-authored-by: Alan-Jowett <20480683+Alan-Jowett@users.noreply.github.com>

* Fix... (continued)

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Source Files on job copilot_message_bus - 20940157007.23