feat(sync): add incremental export for large repos

For repos with 1000+ issues where less than 20% are dirty,
incremental export reads the existing JSONL, merges only
changed issues, and writes back - avoiding full re-export.

- Add exportToJSONLIncrementalDeferred as new default export path
- Add shouldUseIncrementalExport to check thresholds
- Add performIncrementalExport for merge-based export
- Add readJSONLToMap helper for fast JSONL parsing
- Falls back to full export when incremental is not beneficial

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
This commit is contained in:
beads/crew/lydia
2026-01-20 21:26:08 -08:00
committed by Steve Yegge
parent d3d2326a8b
commit 63c2e50158
3 changed files with 740 additions and 2 deletions

View File

@@ -772,8 +772,8 @@ func doExportSync(ctx context.Context, jsonlPath string, force, dryRun bool) err
}
}
// Export to JSONL
result, err := exportToJSONLDeferred(ctx, jsonlPath)
// Export to JSONL (uses incremental export for large repos)
result, err := exportToJSONLIncrementalDeferred(ctx, jsonlPath)
if err != nil {
return fmt.Errorf("exporting: %w", err)
}

View File

@@ -1,6 +1,7 @@
package main
import (
"bufio"
"cmp"
"context"
"encoding/json"
@@ -18,6 +19,15 @@ import (
"github.com/steveyegge/beads/internal/validation"
)
// Incremental export thresholds
const (
// incrementalThreshold is the minimum total issue count to consider incremental export
incrementalThreshold = 1000
// incrementalDirtyRatio is the max ratio of dirty/total issues for incremental export
// If more than 20% of issues are dirty, full export is likely faster
incrementalDirtyRatio = 0.20
)
// ExportResult contains information needed to finalize an export after git commit.
// This enables atomic sync by deferring metadata updates until after git commit succeeds.
// See GH#885 for the atomicity gap this fixes.
@@ -259,6 +269,295 @@ func exportToJSONLDeferred(ctx context.Context, jsonlPath string) (*ExportResult
}, nil
}
// exportToJSONLIncrementalDeferred performs incremental export for large repos.
// It checks if incremental export would be beneficial (large repo, few dirty issues),
// and if so, reads the existing JSONL, updates only dirty issues, and writes back.
// Falls back to full export when incremental is not beneficial.
//
// Returns the export result for deferred finalization (same as exportToJSONLDeferred).
func exportToJSONLIncrementalDeferred(ctx context.Context, jsonlPath string) (*ExportResult, error) {
// If daemon is running, delegate to it (daemon has its own optimization)
if daemonClient != nil {
return exportToJSONLDeferred(ctx, jsonlPath)
}
// Ensure store is initialized
if err := ensureStoreActive(); err != nil {
return nil, fmt.Errorf("failed to initialize store: %w", err)
}
// Check if incremental export would be beneficial
useIncremental, dirtyIDs, err := shouldUseIncrementalExport(ctx, jsonlPath)
if err != nil {
// On error checking, fall back to full export
return exportToJSONLDeferred(ctx, jsonlPath)
}
if !useIncremental {
return exportToJSONLDeferred(ctx, jsonlPath)
}
// No dirty issues means nothing to export
if len(dirtyIDs) == 0 {
// Still need to return a valid result for idempotency
contentHash, _ := computeJSONLHash(jsonlPath)
return &ExportResult{
JSONLPath: jsonlPath,
ExportedIDs: []string{},
ContentHash: contentHash,
ExportTime: time.Now().Format(time.RFC3339Nano),
}, nil
}
// Perform incremental export
return performIncrementalExport(ctx, jsonlPath, dirtyIDs)
}
// shouldUseIncrementalExport determines if incremental export would be beneficial.
// Returns (useIncremental, dirtyIDs, error).
func shouldUseIncrementalExport(ctx context.Context, jsonlPath string) (bool, []string, error) {
// Check if JSONL file exists (can't do incremental without existing file)
if _, err := os.Stat(jsonlPath); os.IsNotExist(err) {
return false, nil, nil
}
// Get dirty issue IDs
dirtyIDs, err := store.GetDirtyIssues(ctx)
if err != nil {
return false, nil, fmt.Errorf("failed to get dirty issues: %w", err)
}
// If no dirty issues, we can skip export entirely
if len(dirtyIDs) == 0 {
return true, dirtyIDs, nil
}
// Get total issue count from existing JSONL (fast line count)
totalCount, err := countIssuesInJSONL(jsonlPath)
if err != nil {
// Can't read JSONL, fall back to full export
return false, nil, nil
}
// Check thresholds:
// 1. Total must be above threshold (small repos are fast enough with full export)
// 2. Dirty ratio must be below threshold (if most issues changed, full export is faster)
if totalCount < incrementalThreshold {
return false, nil, nil
}
dirtyRatio := float64(len(dirtyIDs)) / float64(totalCount)
if dirtyRatio > incrementalDirtyRatio {
return false, nil, nil
}
return true, dirtyIDs, nil
}
// performIncrementalExport performs the actual incremental export.
// It reads the existing JSONL, queries only dirty issues, merges them,
// and writes the result.
func performIncrementalExport(ctx context.Context, jsonlPath string, dirtyIDs []string) (*ExportResult, error) {
// Read existing JSONL into map[id]rawJSON
issueMap, allIDs, err := readJSONLToMap(jsonlPath)
if err != nil {
// Fall back to full export on read error
return exportToJSONLDeferred(ctx, jsonlPath)
}
// Query dirty issues from database and track which IDs were found
dirtyIssues := make([]*types.Issue, 0, len(dirtyIDs))
issueByID := make(map[string]*types.Issue, len(dirtyIDs))
for _, id := range dirtyIDs {
issue, err := store.GetIssue(ctx, id)
if err != nil {
return nil, fmt.Errorf("failed to get dirty issue %s: %w", id, err)
}
issueByID[id] = issue // Store result (may be nil for deleted issues)
if issue != nil {
dirtyIssues = append(dirtyIssues, issue)
}
}
// Get dependencies for dirty issues only
// Note: GetAllDependencyRecords is used because there's no batch method for specific IDs,
// but for truly large repos this could be optimized with a targeted query
allDeps, err := store.GetAllDependencyRecords(ctx)
if err != nil {
return nil, fmt.Errorf("failed to get dependencies: %w", err)
}
for _, issue := range dirtyIssues {
issue.Dependencies = allDeps[issue.ID]
}
// Get labels for dirty issues (batch query)
labelsMap, err := store.GetLabelsForIssues(ctx, dirtyIDs)
if err != nil {
return nil, fmt.Errorf("failed to get labels: %w", err)
}
for _, issue := range dirtyIssues {
issue.Labels = labelsMap[issue.ID]
}
// Get comments for dirty issues (batch query)
commentsMap, err := store.GetCommentsForIssues(ctx, dirtyIDs)
if err != nil {
return nil, fmt.Errorf("failed to get comments: %w", err)
}
for _, issue := range dirtyIssues {
issue.Comments = commentsMap[issue.ID]
}
// Update map with dirty issues
idSet := make(map[string]bool, len(allIDs))
for _, id := range allIDs {
idSet[id] = true
}
for _, issue := range dirtyIssues {
// Skip wisps - they should never be exported
if issue.Ephemeral {
continue
}
// Serialize issue to JSON
data, err := json.Marshal(issue)
if err != nil {
return nil, fmt.Errorf("failed to marshal issue %s: %w", issue.ID, err)
}
issueMap[issue.ID] = data
if !idSet[issue.ID] {
allIDs = append(allIDs, issue.ID)
idSet[issue.ID] = true
}
}
// Handle tombstones and deletions using cached results (no second GetIssue call)
for _, id := range dirtyIDs {
issue := issueByID[id] // Use cached result
if issue == nil {
// Issue was fully deleted (not even a tombstone)
delete(issueMap, id)
} else if issue.Status == types.StatusTombstone {
// Issue is a tombstone - keep it in export for propagation
if !issue.Ephemeral {
data, err := json.Marshal(issue)
if err != nil {
return nil, fmt.Errorf("failed to marshal tombstone %s: %w", id, err)
}
issueMap[id] = data
}
}
}
// Build sorted list of IDs (excluding deleted ones)
finalIDs := make([]string, 0, len(issueMap))
for id := range issueMap {
finalIDs = append(finalIDs, id)
}
slices.Sort(finalIDs)
// Write to temp file, then atomic rename
dir := filepath.Dir(jsonlPath)
base := filepath.Base(jsonlPath)
tempFile, err := os.CreateTemp(dir, base+".tmp.*")
if err != nil {
return nil, fmt.Errorf("failed to create temp file: %w", err)
}
tempPath := tempFile.Name()
defer func() {
_ = tempFile.Close()
_ = os.Remove(tempPath)
}()
// Write JSONL in sorted order
exportedIDs := make([]string, 0, len(finalIDs))
for _, id := range finalIDs {
data := issueMap[id]
if _, err := tempFile.Write(data); err != nil {
return nil, fmt.Errorf("failed to write issue %s: %w", id, err)
}
if _, err := tempFile.WriteString("\n"); err != nil {
return nil, fmt.Errorf("failed to write newline: %w", err)
}
exportedIDs = append(exportedIDs, id)
}
// Close and rename
_ = tempFile.Close()
if err := os.Rename(tempPath, jsonlPath); err != nil {
return nil, fmt.Errorf("failed to replace JSONL file: %w", err)
}
// Set permissions
if err := os.Chmod(jsonlPath, 0600); err != nil {
fmt.Fprintf(os.Stderr, "Warning: failed to set file permissions: %v\n", err)
}
// Compute hash
contentHash, _ := computeJSONLHash(jsonlPath)
exportTime := time.Now().Format(time.RFC3339Nano)
// Note: exportedIDs contains ALL IDs in the file, but we only need to clear
// dirty flags for the dirtyIDs (which we received as parameter)
return &ExportResult{
JSONLPath: jsonlPath,
ExportedIDs: dirtyIDs, // Only clear dirty flags for actually dirty issues
ContentHash: contentHash,
ExportTime: exportTime,
}, nil
}
// readJSONLToMap reads a JSONL file into a map of id -> raw JSON bytes.
// Also returns the list of IDs in original order.
func readJSONLToMap(jsonlPath string) (map[string]json.RawMessage, []string, error) {
// #nosec G304 - controlled path
file, err := os.Open(jsonlPath)
if err != nil {
return nil, nil, err
}
defer func() { _ = file.Close() }()
issueMap := make(map[string]json.RawMessage)
var ids []string
scanner := bufio.NewScanner(file)
// Use larger buffer for large lines
scanner.Buffer(make([]byte, 0, 64*1024), 2*1024*1024)
for scanner.Scan() {
line := scanner.Bytes()
if len(line) == 0 {
continue
}
// Extract ID from JSON without full unmarshal
var partial struct {
ID string `json:"id"`
}
if err := json.Unmarshal(line, &partial); err != nil {
// Skip malformed lines
continue
}
if partial.ID == "" {
continue
}
// Store a copy of the line (scanner reuses buffer)
lineCopy := make([]byte, len(line))
copy(lineCopy, line)
issueMap[partial.ID] = json.RawMessage(lineCopy)
ids = append(ids, partial.ID)
}
if err := scanner.Err(); err != nil {
return nil, nil, err
}
return issueMap, ids, nil
}
// validateOpenIssuesForSync validates all open issues against their templates
// before export, based on the validation.on-sync config setting.
// Returns an error if validation.on-sync is "error" and issues fail validation.

View File

@@ -0,0 +1,439 @@
package main
import (
"context"
"encoding/json"
"os"
"path/filepath"
"strings"
"testing"
"github.com/steveyegge/beads/internal/types"
)
func TestReadJSONLToMap(t *testing.T) {
tmpDir := t.TempDir()
jsonlPath := filepath.Join(tmpDir, "test.jsonl")
// Create test JSONL with 3 issues
issues := []types.Issue{
{ID: "test-001", Title: "First", Status: types.StatusOpen},
{ID: "test-002", Title: "Second", Status: types.StatusInProgress},
{ID: "test-003", Title: "Third", Status: types.StatusClosed},
}
var content strings.Builder
for _, issue := range issues {
data, _ := json.Marshal(issue)
content.Write(data)
content.WriteString("\n")
}
if err := os.WriteFile(jsonlPath, []byte(content.String()), 0644); err != nil {
t.Fatalf("failed to write test file: %v", err)
}
// Test readJSONLToMap
issueMap, ids, err := readJSONLToMap(jsonlPath)
if err != nil {
t.Fatalf("readJSONLToMap failed: %v", err)
}
// Verify count
if len(issueMap) != 3 {
t.Errorf("expected 3 issues in map, got %d", len(issueMap))
}
if len(ids) != 3 {
t.Errorf("expected 3 IDs, got %d", len(ids))
}
// Verify order preserved
expectedOrder := []string{"test-001", "test-002", "test-003"}
for i, id := range ids {
if id != expectedOrder[i] {
t.Errorf("ID order mismatch at %d: expected %s, got %s", i, expectedOrder[i], id)
}
}
// Verify content can be unmarshaled
for id, rawJSON := range issueMap {
var issue types.Issue
if err := json.Unmarshal(rawJSON, &issue); err != nil {
t.Errorf("failed to unmarshal issue %s: %v", id, err)
}
if issue.ID != id {
t.Errorf("ID mismatch: expected %s, got %s", id, issue.ID)
}
}
}
func TestReadJSONLToMapWithMalformedLines(t *testing.T) {
tmpDir := t.TempDir()
jsonlPath := filepath.Join(tmpDir, "test.jsonl")
content := `{"id": "test-001", "title": "Good"}
{invalid json}
{"id": "test-002", "title": "Also Good"}
{"id": "", "title": "No ID"}
{"id": "test-003", "title": "Third Good"}
`
if err := os.WriteFile(jsonlPath, []byte(content), 0644); err != nil {
t.Fatalf("failed to write test file: %v", err)
}
issueMap, ids, err := readJSONLToMap(jsonlPath)
if err != nil {
t.Fatalf("readJSONLToMap failed: %v", err)
}
// Should have 3 valid issues (skipped invalid JSON, empty line, and empty ID)
if len(issueMap) != 3 {
t.Errorf("expected 3 issues, got %d", len(issueMap))
}
if len(ids) != 3 {
t.Errorf("expected 3 IDs, got %d", len(ids))
}
}
func TestShouldUseIncrementalExport(t *testing.T) {
tmpDir := t.TempDir()
testDB := filepath.Join(tmpDir, "test.db")
s := newTestStore(t, testDB)
defer s.Close()
ctx := context.Background()
jsonlPath := filepath.Join(tmpDir, "issues.jsonl")
// Set up global state
oldStore := store
oldDBPath := dbPath
oldRootCtx := rootCtx
store = s
dbPath = testDB
rootCtx = ctx
defer func() {
store = oldStore
dbPath = oldDBPath
rootCtx = oldRootCtx
}()
t.Run("no JSONL file returns false", func(t *testing.T) {
useIncremental, _, err := shouldUseIncrementalExport(ctx, jsonlPath)
if err != nil {
t.Fatalf("unexpected error: %v", err)
}
if useIncremental {
t.Error("expected false when JSONL doesn't exist")
}
})
t.Run("no dirty issues returns true with empty IDs", func(t *testing.T) {
// Create JSONL file with some issues
var content strings.Builder
for i := 0; i < 10; i++ {
issue := types.Issue{ID: "test-" + string(rune('a'+i)), Title: "Test"}
data, _ := json.Marshal(issue)
content.Write(data)
content.WriteString("\n")
}
if err := os.WriteFile(jsonlPath, []byte(content.String()), 0644); err != nil {
t.Fatalf("failed to write JSONL: %v", err)
}
// No dirty issues in database
useIncremental, dirtyIDs, err := shouldUseIncrementalExport(ctx, jsonlPath)
if err != nil {
t.Fatalf("unexpected error: %v", err)
}
// With 0 dirty issues, we return true to signal nothing needs export
if !useIncremental {
t.Error("expected true when no dirty issues (nothing to export)")
}
if len(dirtyIDs) != 0 {
t.Errorf("expected 0 dirty IDs, got %d", len(dirtyIDs))
}
})
t.Run("small repo with dirty issues returns false", func(t *testing.T) {
// Create an issue to make it dirty
issue := &types.Issue{Title: "Dirty Issue", Status: types.StatusOpen, Priority: 2, IssueType: types.TypeTask}
if err := s.CreateIssue(ctx, issue, "test"); err != nil {
t.Fatalf("failed to create issue: %v", err)
}
// Small repo (10 issues in JSONL) below 1000 threshold
useIncremental, _, err := shouldUseIncrementalExport(ctx, jsonlPath)
if err != nil {
t.Fatalf("unexpected error: %v", err)
}
if useIncremental {
t.Error("expected false for small repo below threshold")
}
})
}
func TestIncrementalExportIntegration(t *testing.T) {
tmpDir := t.TempDir()
testDB := filepath.Join(tmpDir, "test.db")
s := newTestStore(t, testDB)
defer s.Close()
ctx := context.Background()
jsonlPath := filepath.Join(tmpDir, "issues.jsonl")
// Set up global state
oldStore := store
oldDBPath := dbPath
oldRootCtx := rootCtx
store = s
dbPath = testDB
rootCtx = ctx
defer func() {
store = oldStore
dbPath = oldDBPath
rootCtx = oldRootCtx
}()
// Create initial issues
issues := []*types.Issue{
{Title: "Issue 1", Description: "Desc 1", Status: types.StatusOpen, Priority: 2, IssueType: types.TypeTask},
{Title: "Issue 2", Description: "Desc 2", Status: types.StatusOpen, Priority: 2, IssueType: types.TypeTask},
{Title: "Issue 3", Description: "Desc 3", Status: types.StatusOpen, Priority: 2, IssueType: types.TypeTask},
}
for _, issue := range issues {
if err := s.CreateIssue(ctx, issue, "test"); err != nil {
t.Fatalf("failed to create issue: %v", err)
}
}
// Initial full export using exportToJSONL (not deferred, which calls ensureStoreActive)
if err := exportToJSONL(ctx, jsonlPath); err != nil {
t.Fatalf("initial export failed: %v", err)
}
// Verify initial export worked
issueMap, _, err := readJSONLToMap(jsonlPath)
if err != nil {
t.Fatalf("failed to read initial JSONL: %v", err)
}
if len(issueMap) != 3 {
t.Errorf("expected 3 issues after initial export, got %d", len(issueMap))
}
// Update one issue
if err := s.UpdateIssue(ctx, issues[0].ID, map[string]interface{}{"title": "Updated Issue 1"}, "test"); err != nil {
t.Fatalf("failed to update issue: %v", err)
}
// Verify dirty count
dirtyIDs, err := s.GetDirtyIssues(ctx)
if err != nil {
t.Fatalf("failed to get dirty issues: %v", err)
}
if len(dirtyIDs) != 1 {
t.Errorf("expected 1 dirty issue, got %d", len(dirtyIDs))
}
// Test incremental export (using performIncrementalExport directly)
result, err := performIncrementalExport(ctx, jsonlPath, dirtyIDs)
if err != nil {
t.Fatalf("incremental export failed: %v", err)
}
// Verify result
if result == nil {
t.Fatal("expected non-nil result")
}
if len(result.ExportedIDs) != 1 {
t.Errorf("expected 1 exported ID (dirty), got %d", len(result.ExportedIDs))
}
// Read back JSONL and verify
issueMap, ids, err := readJSONLToMap(jsonlPath)
if err != nil {
t.Fatalf("failed to read JSONL: %v", err)
}
if len(issueMap) != 3 {
t.Errorf("expected 3 issues in JSONL, got %d", len(issueMap))
}
if len(ids) != 3 {
t.Errorf("expected 3 IDs, got %d", len(ids))
}
// Verify updated issue content
var updatedIssue types.Issue
if err := json.Unmarshal(issueMap[issues[0].ID], &updatedIssue); err != nil {
t.Fatalf("failed to unmarshal updated issue: %v", err)
}
if updatedIssue.Title != "Updated Issue 1" {
t.Errorf("expected title 'Updated Issue 1', got '%s'", updatedIssue.Title)
}
}
func TestIncrementalExportWithDeletion(t *testing.T) {
tmpDir := t.TempDir()
testDB := filepath.Join(tmpDir, "test.db")
s := newTestStore(t, testDB)
defer s.Close()
ctx := context.Background()
jsonlPath := filepath.Join(tmpDir, "issues.jsonl")
// Set up global state
oldStore := store
oldDBPath := dbPath
oldRootCtx := rootCtx
store = s
dbPath = testDB
rootCtx = ctx
defer func() {
store = oldStore
dbPath = oldDBPath
rootCtx = oldRootCtx
}()
// Create initial issues
issues := []*types.Issue{
{Title: "Issue 1", Status: types.StatusOpen, Priority: 2, IssueType: types.TypeTask},
{Title: "Issue 2", Status: types.StatusOpen, Priority: 2, IssueType: types.TypeTask},
}
for _, issue := range issues {
if err := s.CreateIssue(ctx, issue, "test"); err != nil {
t.Fatalf("failed to create issue: %v", err)
}
}
// Initial export
if err := exportToJSONL(ctx, jsonlPath); err != nil {
t.Fatalf("initial export failed: %v", err)
}
// Get initial dirty count (should be 0 after export)
dirtyIDs, _ := s.GetDirtyIssues(ctx)
if len(dirtyIDs) != 0 {
t.Errorf("expected 0 dirty issues after export, got %d", len(dirtyIDs))
}
// Delete one issue (soft delete creates tombstone)
if err := s.DeleteIssue(ctx, issues[0].ID); err != nil {
t.Fatalf("failed to delete issue: %v", err)
}
// Get dirty IDs after deletion
dirtyIDs, err := s.GetDirtyIssues(ctx)
if err != nil {
t.Fatalf("failed to get dirty issues: %v", err)
}
// Perform incremental export
if len(dirtyIDs) > 0 {
_, err = performIncrementalExport(ctx, jsonlPath, dirtyIDs)
if err != nil {
t.Fatalf("incremental export failed: %v", err)
}
// Read back and verify tombstone is present
issueMap, _, err := readJSONLToMap(jsonlPath)
if err != nil {
t.Fatalf("failed to read JSONL: %v", err)
}
// Should still have 2 entries (one is now tombstone)
if len(issueMap) != 2 {
t.Errorf("expected 2 issues in JSONL (including tombstone), got %d", len(issueMap))
}
// Check tombstone status
var tombstone types.Issue
if err := json.Unmarshal(issueMap[issues[0].ID], &tombstone); err != nil {
t.Fatalf("failed to unmarshal tombstone: %v", err)
}
if tombstone.Status != types.StatusTombstone {
t.Errorf("expected tombstone status, got %s", tombstone.Status)
}
}
}
func TestIncrementalExportWithNewIssue(t *testing.T) {
tmpDir := t.TempDir()
testDB := filepath.Join(tmpDir, "test.db")
s := newTestStore(t, testDB)
defer s.Close()
ctx := context.Background()
jsonlPath := filepath.Join(tmpDir, "issues.jsonl")
// Set up global state
oldStore := store
oldDBPath := dbPath
oldRootCtx := rootCtx
store = s
dbPath = testDB
rootCtx = ctx
defer func() {
store = oldStore
dbPath = oldDBPath
rootCtx = oldRootCtx
}()
// Create initial issue
issue1 := &types.Issue{Title: "Issue 1", Status: types.StatusOpen, Priority: 2, IssueType: types.TypeTask}
if err := s.CreateIssue(ctx, issue1, "test"); err != nil {
t.Fatalf("failed to create issue: %v", err)
}
// Initial export
if err := exportToJSONL(ctx, jsonlPath); err != nil {
t.Fatalf("initial export failed: %v", err)
}
// Create new issue
issue2 := &types.Issue{Title: "Issue 2", Status: types.StatusOpen, Priority: 2, IssueType: types.TypeTask}
if err := s.CreateIssue(ctx, issue2, "test"); err != nil {
t.Fatalf("failed to create issue 2: %v", err)
}
// Get dirty IDs
dirtyIDs, err := s.GetDirtyIssues(ctx)
if err != nil {
t.Fatalf("failed to get dirty issues: %v", err)
}
if len(dirtyIDs) != 1 {
t.Errorf("expected 1 dirty issue (new one), got %d", len(dirtyIDs))
}
// Perform incremental export
_, err = performIncrementalExport(ctx, jsonlPath, dirtyIDs)
if err != nil {
t.Fatalf("incremental export failed: %v", err)
}
// Read back and verify new issue was added
issueMap, ids, err := readJSONLToMap(jsonlPath)
if err != nil {
t.Fatalf("failed to read JSONL: %v", err)
}
if len(issueMap) != 2 {
t.Errorf("expected 2 issues in JSONL, got %d", len(issueMap))
}
// Verify both issues exist
if _, ok := issueMap[issue1.ID]; !ok {
t.Errorf("issue 1 missing from JSONL")
}
if _, ok := issueMap[issue2.ID]; !ok {
t.Errorf("issue 2 missing from JSONL")
}
// Verify sorted order
for i := 0; i < len(ids)-1; i++ {
if ids[i] > ids[i+1] {
t.Errorf("IDs not sorted: %s > %s", ids[i], ids[i+1])
}
}
}