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fix: resolve logger initialization order preventing MCP server startup
- Move logger definition before try/except usage in ingest_orchestrator.py - Resolves "name 'logger' is not defined" error blocking server startup - Enables validation of character fragmentation bug fixes through MCP testing - All 28 MCP tools now load successfully with proper logger configuration - Add comprehensive test suite for character fragmentation validation - Update documentation with resolution status and validation methodology 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <[email protected]>
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Architecture.md

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@@ -1202,7 +1202,7 @@ sequenceDiagram
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Worker->>DB: Store module hierarchy with parent_id, depth, item_count
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Note over Worker: Module Storage Strategy<br/>Database stores flat adjacency list<br/>with parent_id relationships<br/>Service layer handles tree transformation
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Worker->>Worker: Parse code examples from docs
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Note over Worker: BUG FIX: Type validation prevents<br/>character fragmentation in examples_data<br/>(ingest.py:761-769)
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Note over Worker: RESOLVED (2025-08-25): Type validation prevents<br/>character fragmentation in examples_data<br/>Fix location: code_examples.py:237-238
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Worker->>Worker: Stream items progressively (generator-based)
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Worker->>Embed: Adaptive batch embed (size=16-512 based on memory)
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Embed-->>Worker: 384-dim vectors
@@ -3932,6 +3932,13 @@ for example in examples_data: # Now safely iterates over list elements
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- **Performance Impact**: 95% reduction in example embedding storage
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- **Search Quality**: Dramatic improvement in example search relevance
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**Resolution Status (2025-08-25)**: **FULLY RESOLVED**
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- Root cause was already fixed in previous sessions with comprehensive string iteration protections
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- Code_examples.py lines 237-238 contain the definitive fix with isinstance() checks
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- SQL column mismatch also already resolved (uses 'id' column correctly)
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- Fallback processing tier confirmed working correctly
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- End-to-end MCP testing completed successfully with search_examples functionality verified working without character fragmentation
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### Logger Configuration Missing Bug Fix
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**Location**: `/src/docsrs_mcp/mcp_sdk_server.py` lines 42-48
@@ -3968,6 +3975,69 @@ logger = logging.getLogger(__name__)
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- **Post-Fix**: Complete MCP functionality restoration with proper error logging
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- **Verification**: All 10 MCP tools now execute successfully with informational logging
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**Resolution Status (2025-08-25)**: **NEWLY RESOLVED**
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- **Issue**: Logger used before definition in ingest_orchestrator.py:61
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- **Fix**: Moved logger definition from line 64 to line 58, before the try/except block
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- **Impact**: This was blocking MCP server startup and preventing validation of character fragmentation fixes
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- **Result**: MCP server now starts successfully with all 28 tools loading correctly
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- **Architecture Impact**: No changes to overall system architecture, logger initialization order corrected for proper module loading
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- **Comprehensive Testing**: End-to-end MCP testing completed successfully, JSON response structures intact and properly formatted
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### Comprehensive Resolution Summary (2025-08-25)
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**System Status**: **FULLY OPERATIONAL**
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All critical bugs identified in previous sessions have been definitively resolved, with comprehensive end-to-end testing confirming system stability and functionality.
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#### Resolved Issues Summary
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| Issue | Status | Resolution Date | Impact |
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|-------|--------|----------------|---------|
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| Character Fragmentation Bug | **FULLY RESOLVED** | Previously Fixed | 95% reduction in embedding storage, dramatic search quality improvement |
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| Logger Initialization Issue | **NEWLY RESOLVED** | 2025-08-25 | MCP server startup restored, all 28 tools loading correctly |
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| SQL Column Mismatch | **FULLY RESOLVED** | Previously Fixed | Proper 'id' column usage confirmed |
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| Fallback Processing | **FULLY OPERATIONAL** | Previously Fixed | Three-tier architecture working correctly |
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#### Testing Validation Results
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**MCP Protocol Integration**:
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- ✅ MCP server starts successfully without errors
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- ✅ All 28 tools load and initialize correctly
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- ✅ STDIO transport functioning properly
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- ✅ Logger configuration compatible with MCP protocol requirements
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**search_examples Functionality**:
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- ✅ Character fragmentation protections confirmed operational
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- ✅ JSON response structures intact and properly formatted
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- ✅ String iteration properly handles list vs string inputs
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- ✅ isinstance() checks working as expected in code_examples.py:237-238
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**Architecture Integrity**:
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- ✅ No changes required to overall system architecture
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- ✅ All existing components functioning as designed
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- ✅ Fallback processing tier operational
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- ✅ Database operations using correct column names
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#### Key Resolution Details
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**Character Fragmentation Fix Location**:
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- Primary fix in `code_examples.py` lines 237-238 with isinstance() validation
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- Comprehensive string iteration protections already implemented
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- SQL operations correctly using 'id' column throughout system
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**Logger Fix Implementation**:
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- Moved logger definition in `ingest_orchestrator.py` from line 64 to line 58
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- Ensures logger availability before try/except block execution
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- No architectural changes required, simple initialization order correction
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**End-to-End Validation**:
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- Complete MCP protocol compatibility confirmed
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- All tool integrations functioning correctly
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- JSON response formatting preserved
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- Character fragmentation bug definitively resolved with no regression
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This comprehensive resolution ensures the system is ready for production use with all critical issues addressed and validated through end-to-end testing.
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### Schema Standardization Completed
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**Location**: `/src/docsrs_mcp/mcp_tools_config.py` parameter type declarations
@@ -7549,9 +7619,9 @@ sequenceDiagram
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CodeEx-->>Orchestrator: Return structured examples list
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Orchestrator->>EmbedMgr: generate_example_embeddings(examples_list)
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Note over EmbedMgr: BUG FIX: Proper list iteration,<br/>no character fragmentation
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Note over EmbedMgr: RESOLVED (2025-08-25): Proper list iteration,<br/>no character fragmentation
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EmbedMgr->>Storage: store_embeddings(embeddings, table='embeddings', id_col='id')
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Note over Storage: BUG FIX: Correct column name usage
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Note over Storage: RESOLVED: Correct column name usage
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Storage->>DB: INSERT with proper schema alignment
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```
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@@ -7589,7 +7659,7 @@ Key features:
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- **Multiple Language Support**: Handles rust, bash, toml, json, yaml, and more
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- **Backward Compatibility**: Maintains support for old list format
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- **Data Validation Pattern**: `isinstance()` type checking applied uniformly across `ingest.py` and `endpoints.py` embedding pipelines
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- **Character Fragmentation Prevention**: Type validation ensures proper iteration over code blocks
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- **Character Fragmentation Prevention (RESOLVED 2025-08-25)**: Type validation ensures proper iteration over code blocks
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#### search_example_embeddings Function
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