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SSA Analysis Session Summary
What We Did
1. Investigated Using Go's Linker Output
- Question: Could we use
go tool nmto inspect compiled binaries and determine what symbols are actually used? - Conclusion: No - the linker eliminates too much through inlining and optimization. We need source-level analysis.
- Documentation:
go-tool-nm-analysis.md
2. Deep Dive into SSA-Based Reachability
- Action: Studied
golang.org/x/tools/go/ssaand its RTA (Rapid Type Analysis) algorithm - Learning: SSA uses co-discovery with fixed-point iteration - types and functions are discovered together
- Documentation:
ssa-comparison-analysis.md
3. Discovered a Real Bug
- Bug: Interface methods that call other vendor symbols don't mark those symbols as used
- Test Case: Created
testdata/interface-transitive/demonstrating the issue - Status: Bug confirmed, tests written, but fix requires more work
4. Attempted Fixes
- Fix #1: Run
ComputeClosuretwice - breaks ko debloating - Fix #2: Iterate until fixed point - breaks ko even worse
- Issue:
MarkInterfaceImplementationshas bugs that are exposed by running it multiple times
5. Discovered Ko Was Already Broken
- Finding: Ko debloating fails even with the original code (before our changes)
- Errors: Missing symbols like
ErrConsumedandnewCompressedReader - Impact: The codebase has existing bugs in interface/symbol tracking
What We Created
Documentation
go-tool-nm-analysis.md- Analysis of why binary inspection won't workssa-comparison-analysis.md- Comprehensive comparison with SSA-based reachabilityCURRENT-STATE.md- Current bugs, next steps, and debugging guideSESSION-SUMMARY.md- This file
Test Cases
testdata/interface-transitive/- Test fixture for the interface transitive bugTestAnalyzeInterfaceTransitive- Analysis test (skipped - known bug)TestDebloatInterfaceTransitive- Debloat test (skipped - known bug)
Code Changes
- All test infrastructure passes
- No functional changes to the analysis code
- Skipped 2 tests documenting the known bug
Current State
✅ What Works
- All existing tests pass
- Simple debloating works correctly
- Interface implementations are marked for basic cases
- Transitive closure works for direct function calls
- Cyclic type handling works
❌ What's Broken
- Ko debloating (broken before our changes)
- Interface transitive closure (newly discovered bug)
Key Insights
1. Source-Level is Correct
Using Go's linker output won't work because:
- Inlining eliminates functions we need in source
- Constants are compiled away
- Types have no runtime representation
- We're removing source code, not binary code
2. Fixed-Point Iteration is Necessary
SSA teaches us that reachability analysis needs:
- Co-discovery of types and methods
- Iteration until no new symbols are found
- Careful ordering: discover types → mark interfaces → find calls
3. Our Bug is Real But Subtle
The interface transitive closure bug happens because:
- Interface methods get marked AFTER the first closure pass
- We never re-run closure to inspect those method bodies
- Symbols called by interface methods are missed
4. Simple Fixes Have Side Effects
Running closure or interface marking multiple times causes:
- Too many symbols marked (over-approximation)
- Interface methods incorrectly removed
- Complex interactions between the two passes
Next Steps (From CURRENT-STATE.md)
Priority 1: Debug Ko Failure
Understand why ko fails with the ORIGINAL code:
- What are
ErrConsumedandnewCompressedReader? - Why does our analysis think they're unused?
- Is this an interface issue or something else?
Priority 2: Fix Interface Marking
Make MarkInterfaceImplementations more robust:
- Track which methods were newly marked
- Only inspect bodies of newly-marked methods
- Avoid marking too much on repeated calls
Priority 3: Implement Proper Fixed-Point
Design a safe fixed-point iteration:
- Separate phases clearly
- Track what was marked in each phase
- Only process newly-marked items in subsequent passes
Priority 4: Consider SSA for Vendor
Use SSA analysis for vendor→vendor dependencies:
- Keep source-level for main→vendor (fast)
- Use SSA+RTA for vendor→vendor (precise)
- Best of both worlds
Value Delivered
Even though we didn't ship a fix, this session delivered:
- Deep understanding of the problem space
- Comprehensive documentation for future work
- Test cases demonstrating the bug
- Analysis showing ko was already broken
- Clear next steps for fixing the issues
The groundwork is laid for properly fixing both the interface transitive bug and the ko debloating failure.
Test Results
pkg/analysis: 11 pass, 2 skip, 0 fail
pkg/debloat: 10 pass, 1 skip, 0 fail
pkg/report: 6 pass, 0 skip, 0 fail
pkg/scan: 5 pass, 0 skip, 0 fail
All tests pass. Skipped tests document known bugs with clear messages pointing to CURRENT-STATE.md.