mirror of
https://github.com/lukaszraczylo/claude-mnemonic.git
synced 2026-06-05 23:03:55 +00:00
5c2685c7b6
* feat(leann-phase2): implement hybrid vector storage and graph-based search
- [x] Add AST-aware code chunking for Go, Python, and TypeScript using tree-sitter
- [x] Implement LEANN-inspired hybrid vector storage with hub detection and selective embedding storage (60-80% savings)
- [x] Add observation relationship graph with CSR format and edge detection (file overlap, semantic similarity, temporal, concept)
- [x] Implement graph-aware search with two-level traversal and relationship-based ranking
- [x] Add auto-tuning system for dynamic hub threshold adjustment based on query performance
- [x] Add comprehensive metrics tracking for vector storage, queries, latency, and graph traversals
- [x] Update configuration system with graph and hybrid storage settings
- [x] Add graph stats and vector metrics endpoints to worker service
- [x] Enhance UI sidebar with advanced metrics display and graph visualization
- [x] Optimize struct field alignment throughout codebase for memory efficiency
- [x] Update documentation with LEANN Phase 2 features and performance benefits
- [x] Add tree-sitter dependency for AST parsing
* fix: add fts5 build tag to CI workflow
Pass build-tags: "fts5" to shared workflow to properly compile
sqlite-vec-go-bindings with SQLite FTS5 support.
This fixes test failures in hybrid vector storage tests that require
CGO and FTS5 build tags.
Requires shared-actions@8f7f235 or later.
* docs: add testing documentation and macOS ARM64 known issue
Document the macOS ARM64 CGO linking issue with sqlite-vec-go-bindings
that prevents hybrid package tests from compiling locally.
Added:
- .github/TESTING.md: Comprehensive testing guide with platform-specific
issues, workarounds, and CI configuration details
- internal/vector/hybrid/README.md: Package-specific documentation
explaining the macOS limitation
- .github/CI_FIX_SUMMARY.md: Technical details of the CI fix
Key points:
- 41 out of 42 packages test successfully on all platforms
- hybrid package tests fail only on macOS ARM64 (local dev issue)
- Linux CI tests pass with proper build-tags: "fts5" configuration
- Production builds and runtime functionality unaffected
This is a known limitation of sqlite-vec-go-bindings on macOS ARM64
and does not impact CI/CD or production deployments.
* fix: add SQLite busy_timeout to prevent database locked errors
Set PRAGMA busy_timeout=5000 (5 seconds) to allow SQLite to retry
when the database is locked instead of failing immediately.
This fixes race conditions when multiple goroutines try to write
simultaneously, particularly in tests where StoreObservation spawns
async cleanup goroutines.
Root cause:
- StoreObservation launches goroutine -> CleanupOldObservations
- Multiple concurrent cleanups caused "database is locked" errors
- Without busy_timeout, SQLite fails immediately on lock contention
Solution:
- Add 5-second busy timeout for automatic retry on lock
- Standard practice for concurrent SQLite usage
- Works with existing WAL mode configuration
Fixes TestObservationStore_CleanupOldObservations in CI.
* docs: complete summary of all CI test fixes
Comprehensive documentation of all fixes applied:
1. Missing build tags (fts5)
2. Database locked errors (busy_timeout)
All 41/42 packages now pass tests. The hybrid package has a known
macOS ARM64 limitation that doesn't affect CI or production.
No functionality was removed - all fixes are additive only.
* fix: add SQLite driver import to hybrid tests for CGO linking
Add blank import of mattn/go-sqlite3 to hybrid test files to ensure
the SQLite driver is linked into the test binary. This provides the
SQLite symbols that sqlite-vec-go-bindings requires.
Root cause:
- hybrid package imports sqlitevec (transitively depends on sqlite-vec CGO)
- Test binary needs SQLite symbols for linking
- sqlitevec tests already had this import, but hybrid tests didn't
- Without the driver import, linker fails with "undefined symbols"
This fix enables hybrid tests to run with -race flag on all platforms.
Before: 41/42 packages pass (hybrid failed to link)
After: 42/42 packages pass ✅
Fixes hybrid test compilation on macOS ARM64, Linux, and Windows.
* docs: remove outdated macOS limitation documentation
The hybrid test linking issue has been fixed by adding the SQLite
driver import. All tests now pass on all platforms including macOS.
Removed:
- internal/vector/hybrid/README.md (documented workaround no longer needed)
- .github/TESTING.md (macOS limitation section obsolete)
All 42/42 packages now test successfully with -race flag.
* docs: final comprehensive summary of all CI fixes
All three issues now resolved:
1. Missing fts5 build tags
2. Database busy_timeout for concurrent writes
3. Missing SQLite driver import in hybrid tests
Result: 42/42 packages pass with -race on all platforms.
Credit to reviewer for identifying the race detector concern.
474 lines
12 KiB
Go
474 lines
12 KiB
Go
// Package models contains domain models for claude-mnemonic.
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package models
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import (
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"database/sql"
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"testing"
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)
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func TestDetectFileOverlapRelation(t *testing.T) {
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tests := []struct {
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newer *Observation
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older *Observation
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name string
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wantRelType RelationType
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wantMinConfid float64
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wantRelation bool
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}{
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{
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name: "no file overlap",
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newer: &Observation{
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ID: 1,
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FilesModified: []string{"file1.go", "file2.go"},
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},
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older: &Observation{
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ID: 2,
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FilesModified: []string{"file3.go", "file4.go"},
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},
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wantRelation: false,
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},
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{
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name: "shared modified files",
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newer: &Observation{
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ID: 1,
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Type: ObsTypeRefactor,
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FilesModified: []string{"shared.go", "file2.go"},
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},
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older: &Observation{
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ID: 2,
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Type: ObsTypeRefactor,
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FilesModified: []string{"shared.go", "file4.go"},
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},
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wantRelation: true,
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wantRelType: RelationSupersedes,
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wantMinConfid: 0.5,
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},
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{
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name: "bugfix on feature file",
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newer: &Observation{
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ID: 1,
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Type: ObsTypeBugfix,
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FilesModified: []string{"feature.go"},
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},
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older: &Observation{
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ID: 2,
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Type: ObsTypeFeature,
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FilesModified: []string{"feature.go"},
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},
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wantRelation: true,
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wantRelType: RelationFixes,
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wantMinConfid: 0.6,
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},
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{
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name: "newer reads older modified",
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newer: &Observation{
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ID: 1,
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Type: ObsTypeChange,
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FilesRead: []string{"dep.go"},
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FilesModified: []string{"caller.go"},
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},
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older: &Observation{
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ID: 2,
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Type: ObsTypeDecision,
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FilesModified: []string{"dep.go"},
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},
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wantRelation: true,
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wantMinConfid: 0.5,
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},
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}
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for _, tt := range tests {
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t.Run(tt.name, func(t *testing.T) {
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result := DetectFileOverlapRelation(tt.newer, tt.older)
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if tt.wantRelation {
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if result == nil {
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t.Fatal("expected relation, got nil")
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}
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if tt.wantRelType != "" && result.RelationType != tt.wantRelType {
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t.Errorf("relation type = %v, want %v", result.RelationType, tt.wantRelType)
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}
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if result.Confidence < tt.wantMinConfid {
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t.Errorf("confidence = %v, want at least %v", result.Confidence, tt.wantMinConfid)
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}
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if result.DetectionSource != DetectionSourceFileOverlap {
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t.Errorf("source = %v, want %v", result.DetectionSource, DetectionSourceFileOverlap)
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}
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} else {
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if result != nil {
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t.Errorf("expected no relation, got %+v", result)
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}
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}
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})
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}
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}
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func TestDetectConceptOverlapRelation(t *testing.T) {
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tests := []struct {
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newer *Observation
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older *Observation
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name string
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wantMinConfid float64
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wantRelation bool
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}{
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{
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name: "no concept overlap",
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newer: &Observation{
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ID: 1,
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Concepts: []string{"auth", "api"},
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},
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older: &Observation{
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ID: 2,
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Concepts: []string{"database", "caching"},
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},
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wantRelation: false,
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},
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{
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name: "shared concepts",
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newer: &Observation{
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ID: 1,
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Concepts: []string{"security", "auth"},
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},
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older: &Observation{
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ID: 2,
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Concepts: []string{"security", "validation"},
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},
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wantRelation: true,
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wantMinConfid: 0.4, // security is a high-value concept
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},
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{
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name: "multiple shared concepts",
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newer: &Observation{
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ID: 1,
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Concepts: []string{"auth", "api", "validation"},
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},
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older: &Observation{
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ID: 2,
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Concepts: []string{"auth", "api", "database"},
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},
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wantRelation: true,
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wantMinConfid: 0.5,
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},
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}
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for _, tt := range tests {
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t.Run(tt.name, func(t *testing.T) {
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result := DetectConceptOverlapRelation(tt.newer, tt.older)
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if tt.wantRelation {
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if result == nil {
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t.Fatal("expected relation, got nil")
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}
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if result.Confidence < tt.wantMinConfid {
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t.Errorf("confidence = %v, want at least %v", result.Confidence, tt.wantMinConfid)
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}
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if result.DetectionSource != DetectionSourceConceptOverlap {
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t.Errorf("source = %v, want %v", result.DetectionSource, DetectionSourceConceptOverlap)
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}
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} else {
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if result != nil {
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t.Errorf("expected no relation, got %+v", result)
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}
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}
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})
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}
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}
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func TestDetectTypeProgressionRelation(t *testing.T) {
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tests := []struct {
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name string
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newerType ObservationType
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olderType ObservationType
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wantRelType RelationType
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wantRelation bool
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}{
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{
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name: "bugfix fixes discovery",
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newerType: ObsTypeBugfix,
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olderType: ObsTypeDiscovery,
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wantRelation: true,
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wantRelType: RelationFixes,
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},
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{
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name: "bugfix fixes feature",
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newerType: ObsTypeBugfix,
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olderType: ObsTypeFeature,
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wantRelation: true,
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wantRelType: RelationFixes,
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},
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{
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name: "feature depends on decision",
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newerType: ObsTypeFeature,
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olderType: ObsTypeDecision,
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wantRelation: true,
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wantRelType: RelationDependsOn,
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},
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{
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name: "refactor evolves from discovery",
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newerType: ObsTypeRefactor,
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olderType: ObsTypeDiscovery,
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wantRelation: true,
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wantRelType: RelationEvolvesFrom,
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},
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{
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name: "no progression discovery to bugfix",
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newerType: ObsTypeDiscovery,
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olderType: ObsTypeBugfix,
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wantRelation: false,
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},
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}
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for _, tt := range tests {
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t.Run(tt.name, func(t *testing.T) {
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newer := &Observation{ID: 1, Type: tt.newerType}
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older := &Observation{ID: 2, Type: tt.olderType}
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result := DetectTypeProgressionRelation(newer, older)
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if tt.wantRelation {
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if result == nil {
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t.Fatal("expected relation, got nil")
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}
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if result.RelationType != tt.wantRelType {
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t.Errorf("relation type = %v, want %v", result.RelationType, tt.wantRelType)
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}
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if result.DetectionSource != DetectionSourceTypeProgression {
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t.Errorf("source = %v, want %v", result.DetectionSource, DetectionSourceTypeProgression)
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}
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} else {
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if result != nil {
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t.Errorf("expected no relation, got %+v", result)
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}
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}
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})
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}
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}
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func TestDetectTemporalProximityRelation(t *testing.T) {
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baseTime := int64(1700000000000) // some base epoch ms
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tests := []struct {
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name string
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newerSession string
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olderSession string
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newerTime int64
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olderTime int64
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wantRelation bool
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}{
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{
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name: "same session close time",
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newerSession: "session-1",
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olderSession: "session-1",
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newerTime: baseTime + 60000, // 1 minute later
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olderTime: baseTime,
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wantRelation: true,
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},
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{
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name: "same session far apart",
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newerSession: "session-1",
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olderSession: "session-1",
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newerTime: baseTime + 600000, // 10 minutes later
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olderTime: baseTime,
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wantRelation: false, // > 5 minutes
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},
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{
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name: "different sessions close time",
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newerSession: "session-1",
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olderSession: "session-2",
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newerTime: baseTime + 30000,
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olderTime: baseTime,
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wantRelation: false, // different sessions
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},
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}
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for _, tt := range tests {
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t.Run(tt.name, func(t *testing.T) {
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newer := &Observation{
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ID: 1,
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SDKSessionID: tt.newerSession,
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CreatedAtEpoch: tt.newerTime,
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}
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older := &Observation{
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ID: 2,
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SDKSessionID: tt.olderSession,
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CreatedAtEpoch: tt.olderTime,
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}
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result := DetectTemporalProximityRelation(newer, older)
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if tt.wantRelation {
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if result == nil {
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t.Fatal("expected relation, got nil")
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}
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if result.DetectionSource != DetectionSourceTemporalProximity {
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t.Errorf("source = %v, want %v", result.DetectionSource, DetectionSourceTemporalProximity)
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}
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} else {
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if result != nil {
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t.Errorf("expected no relation, got %+v", result)
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}
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}
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})
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}
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}
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func TestDetectNarrativeMentionRelation(t *testing.T) {
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tests := []struct {
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name string
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narrative string
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wantRelType RelationType
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wantRelation bool
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}{
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{
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name: "fixes language",
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narrative: "This change fixes the issue with authentication",
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wantRelation: true,
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wantRelType: RelationFixes,
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},
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{
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name: "causes language",
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narrative: "This decision caused unexpected side effects",
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wantRelation: true,
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wantRelType: RelationCauses,
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},
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{
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name: "supersedes language",
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narrative: "This approach supersedes the previous workaround",
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wantRelation: true,
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wantRelType: RelationSupersedes,
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},
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{
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name: "depends on language",
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narrative: "This feature depends on the authentication module",
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wantRelation: true,
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wantRelType: RelationDependsOn,
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},
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{
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name: "no relationship language",
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narrative: "Added new feature for user management",
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wantRelation: false,
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},
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}
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for _, tt := range tests {
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t.Run(tt.name, func(t *testing.T) {
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newer := &Observation{
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ID: 1,
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Narrative: sql.NullString{String: tt.narrative, Valid: true},
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}
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older := &Observation{ID: 2}
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result := DetectNarrativeMentionRelation(newer, older)
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if tt.wantRelation {
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if result == nil {
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t.Fatal("expected relation, got nil")
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}
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if result.RelationType != tt.wantRelType {
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t.Errorf("relation type = %v, want %v", result.RelationType, tt.wantRelType)
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}
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if result.DetectionSource != DetectionSourceNarrativeMention {
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t.Errorf("source = %v, want %v", result.DetectionSource, DetectionSourceNarrativeMention)
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}
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} else {
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if result != nil {
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t.Errorf("expected no relation, got %+v", result)
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}
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}
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})
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}
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}
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func TestDetectRelationsWithExisting(t *testing.T) {
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newer := &Observation{
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ID: 1,
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SDKSessionID: "session-1",
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Project: "test-project",
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Type: ObsTypeBugfix,
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FilesModified: []string{"auth.go"},
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Concepts: []string{"security", "auth"},
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Narrative: sql.NullString{String: "Fixed security issue in auth module", Valid: true},
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}
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existing := []*Observation{
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{
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ID: 2,
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SDKSessionID: "session-1",
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Project: "test-project",
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Type: ObsTypeDiscovery,
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FilesModified: []string{"auth.go"},
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Concepts: []string{"security"},
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},
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{
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ID: 3,
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SDKSessionID: "session-2",
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Project: "test-project",
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Type: ObsTypeFeature,
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FilesModified: []string{"other.go"},
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Concepts: []string{"api"},
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},
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{
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ID: 4,
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SDKSessionID: "session-1",
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Project: "other-project", // different project
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Type: ObsTypeDiscovery,
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},
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}
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results := DetectRelationsWithExisting(newer, existing, 0.4)
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// Should find relation with observation 2 (file overlap + concept overlap + type progression)
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// Should not find relation with observation 3 (no overlap)
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// Should not find relation with observation 4 (different project)
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if len(results) == 0 {
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t.Fatal("expected at least one relation")
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}
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// Check that we found relation with observation 2
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foundObs2 := false
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for _, r := range results {
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if r.TargetID == 2 {
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foundObs2 = true
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// Should be high confidence due to multiple signals
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if r.Confidence < 0.5 {
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t.Errorf("expected higher confidence for obs 2, got %v", r.Confidence)
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}
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}
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// Should not find relation with obs 4
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if r.TargetID == 4 {
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t.Error("should not find relation with different project")
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}
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}
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if !foundObs2 {
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t.Error("expected to find relation with observation 2")
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}
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}
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func TestNewObservationRelation(t *testing.T) {
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rel := NewObservationRelation(1, 2, RelationFixes, 0.8, DetectionSourceFileOverlap, "test reason")
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if rel.SourceID != 1 {
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t.Errorf("SourceID = %v, want 1", rel.SourceID)
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}
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if rel.TargetID != 2 {
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t.Errorf("TargetID = %v, want 2", rel.TargetID)
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}
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if rel.RelationType != RelationFixes {
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t.Errorf("RelationType = %v, want %v", rel.RelationType, RelationFixes)
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}
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if rel.Confidence != 0.8 {
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t.Errorf("Confidence = %v, want 0.8", rel.Confidence)
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}
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if rel.DetectionSource != DetectionSourceFileOverlap {
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t.Errorf("DetectionSource = %v, want %v", rel.DetectionSource, DetectionSourceFileOverlap)
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}
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if rel.Reason != "test reason" {
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t.Errorf("Reason = %v, want 'test reason'", rel.Reason)
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}
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if rel.CreatedAt == "" {
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t.Error("CreatedAt should be set")
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}
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if rel.CreatedAtEpoch == 0 {
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t.Error("CreatedAtEpoch should be set")
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}
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}
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