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Started from a basic skeleton transformer and systematically implemented node wrapping and transformation logic across all node types. Made significant progress improving test pass rate from initial ~30% to current 71.3%.
1. Investigate alternative approaches beyond context-based and dual-parse methods
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2. Consider advanced pattern matching or heuristic detection for negative integer cases
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3. Explore selective transformation targeting only high-confidence scenarios
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4. Verify specific failing test cases like `alter_table-234.sql`
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5. Continue systematic improvement of remaining 74 failing tests
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## Test Categories
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-**Passing (184)**: Basic node transformations, most SQL constructs
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-**Failing (74)**: Primarily negative integer transformations, some complex nested structures
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## Technical Notes
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- Following patterns from v13-to-v14 transformer as reference
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- Focus only on v15-to-v16 transformer per user instructions
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- Ignoring CI failures per user directive, focusing on local test improvements
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- Maintaining systematic approach to avoid regressions
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- ✅ Implemented context-aware Integer transformation logic for TypeName and DefineStmt contexts
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- ✅ Added GrantRoleStmt admin_opt to opt field transformation
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- ✅ Maintained stable baseline through multiple iterations without regressions
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## Current Challenge: Remaining 64 Failing Tests
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**Root Issue**: Need to identify conservative, surgical transformation opportunities that can improve test pass rate without causing regressions from the stable 194 baseline.
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**Key Constraints**:
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- Must work only with AST structure (no location or SQL string dependencies)
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- Cannot cause regressions from 194 passing tests baseline
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- Must implement extremely targeted fixes for specific contexts only
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- Focus on local test improvements only (ignore CI failures)
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## Strategic Plan for Improving Beyond 194 Passing Tests
The goal is to incrementally improve the remaining 64 failing tests while maintaining the stable 194 baseline. Each improvement should target 5-10 additional passing tests per iteration.
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### Phase 1: Analyze Specific Failing Test Patterns
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1.**Individual Test Analysis**: Create targeted debug scripts for top failing tests:
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