starmen1265
93c4f20044
- AnalyzeProcessor wraps DeepAnalyzer for AI-powered content analysis - Analysis reports saved as Markdown with YAML frontmatter - All 15 tests passing Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
142 lines
5.1 KiB
Markdown
142 lines
5.1 KiB
Markdown
---
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phase: 04-analysis-orchestration
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plan: 03
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subsystem: pipeline-architecture
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tags: [processor, analyze, deep-analyzer, ai, tdd, pydantic]
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requires:
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- phase: 01-foundation
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provides: WorkflowStateManager, StepInput/StepOutput schemas
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- phase: 04-analysis-orchestration
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plan: 04-01
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provides: BaseProcessor
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provides:
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- AnalyzeProcessor for AI-powered content analysis
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- AnalyzeInput/AnalyzeOutput schemas for analyze step
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- DeepAnalyzer integration wrapper
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affects: [04-04, 04-05]
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tech-stack:
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added: []
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patterns:
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- "Lazy import of kb_deep_analyzer to avoid dependency issues"
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- "TDD workflow: RED (failing tests) -> GREEN (implementation) -> commit"
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- "Method mocking with patch.object for testing lazy imports"
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key-files:
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created:
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- kb_pipeline/processors/analyze.py
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- tests/test_processors/test_analyze.py
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modified:
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- kb_pipeline/schemas.py
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- kb_pipeline/processors/__init__.py
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key-decisions:
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- "AnalyzeProcessor uses lazy import for DeepAnalyzer to avoid dependency issues when module not installed"
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- "Analysis reports saved as Markdown with YAML frontmatter generated by generate_frontmatter()"
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- "Article content types support appending original text to analysis"
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- "Test mocking uses patch.object on _run_analysis method instead of module-level mocking"
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patterns-established:
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- "All processors inherit from BaseProcessor with STEP_NAME and async process() method"
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- "State recording on success/failure with summary info"
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- "Idempotency: skip step if already completed in workflow state"
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requirements-completed: [MNT-01]
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duration: 7min
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completed: 2026-03-13
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---
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# Phase 04 Plan 03: AnalyzeProcessor Summary
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**AnalyzeProcessor wrapping existing DeepAnalyzer for AI-powered content analysis, generating Markdown reports with YAML frontmatter**
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## Performance
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- **Duration:** 7 min
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- **Started:** 2026-03-13T15:26:29Z
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- **Completed:** 2026-03-13T15:33:00Z
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- **Tasks:** 3
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- **Files modified:** 4
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## Accomplishments
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- AnalyzeInput/AnalyzeOutput schemas with proper validation for analysis step
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- AnalyzeProcessor correctly wrapping DeepAnalyzer for AI content analysis
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- Markdown report generation with YAML frontmatter
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- State recording on success and failure
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- Module export from kb_pipeline.processors
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## Task Commits
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Each task was committed atomically:
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1. **Task 1: Define Analyze Schemas** - `87d64b5`/`5164499` (test/feat)
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2. **Task 2: Create AnalyzeProcessor with DeepAnalyzer integration** - `0b7d870` (feat)
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3. **Task 3: Update processors __init__.py** - `029718e` (feat)
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**Plan metadata:** pending (docs: complete plan)
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_Note: TDD tasks may have multiple commits (test -> feat -> refactor)_
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## Files Created/Modified
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- `kb_pipeline/processors/analyze.py` - AnalyzeProcessor implementation wrapping DeepAnalyzer
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- `kb_pipeline/processors/__init__.py` - Added AnalyzeProcessor to exports
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- `kb_pipeline/schemas.py` - Added AnalyzeInput and AnalyzeOutput schemas
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- `tests/test_processors/test_analyze.py` - Comprehensive tests (15 test cases)
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## Decisions Made
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- Use lazy import for DeepAnalyzer to avoid import errors when module not available
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- Mock internal methods with patch.object instead of module-level imports for testing
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- Article content types append original text to analysis output
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- Analysis reports use YAML frontmatter generated by existing generate_frontmatter()
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## Deviations from Plan
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None - plan executed exactly as written.
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## Issues Encountered
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- Test initially failed because patching kb_deep_analyzer.deep_analyzer.DeepAnalyzer requires the module to exist - resolved by using patch.object to mock internal _run_analysis method instead
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## User Setup Required
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None - no external service configuration required.
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## Next Phase Readiness
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- AnalyzeProcessor provides AI-powered analysis for downstream pipeline orchestration
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- Pipeline now has all processors: ParseProcessor -> DownloadProcessor -> ASRProcessor -> AnalyzeProcessor
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- Ready for workflow orchestration (04-04) and end-to-end validation (04-05)
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---
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*Phase: 04-analysis-orchestration*
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*Completed: 2026-03-13*
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## Self-Check: PASSED
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All files verified:
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- kb_pipeline/processors/analyze.py
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- kb_pipeline/schemas.py
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- tests/test_processors/test_analyze.py
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- .planning/phases/04-analysis-orchestration/04-03-SUMMARY.md
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All commits verified:
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- 87d64b5: test(04-03): add failing tests for AnalyzeInput/AnalyzeOutput schemas
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- 5164499: feat(04-03): add AnalyzeInput and AnalyzeOutput schemas
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- 0b7d870: feat(04-03): implement AnalyzeProcessor with DeepAnalyzer integration
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- 029718e: feat(04-03): export AnalyzeProcessor from processors module
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## Self-Check: PASSED
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All files verified:
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- kb_pipeline/processors/analyze.py
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- kb_pipeline/schemas.py
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- kb_pipeline/processors/__init__.py
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- tests/test_processors/test_analyze.py
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- .planning/phases/04-analysis-orchestration/04-03-SUMMARY.md
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All commits verified:
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- 87d64b5: test(04-03): add failing tests for AnalyzeInput/AnalyzeOutput schemas
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- 5164499: feat(04-03): add AnalyzeInput and AnalyzeOutput schemas
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- 0b7d870: feat(04-03): implement AnalyzeProcessor with DeepAnalyzer integration
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- 029718e: feat(04-03): export AnalyzeProcessor from processors module
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