feat(T2.4): implement fast lessons file indexing
- Add internal/indexing package for lessons index - Implement LessonIndex with multi-field index structure - Index by task type, activity type, failure type, and pattern - Fast lookups: O(1) map access for all query types - Build from JSONL file with streaming parse - Support incremental lesson addition - Query operations with optional AND logic - Time range queries for temporal analysis - Similarity search by failure message substring - Most frequent failures ranking - 20 indexing tests, all passing Features: - FindByTaskType() - query by task type - FindByActivityType() - query by activity type - FindByFailureType() - query by failure type - FindByPattern() - query by pattern - FindSimilar() - substring search in failure messages - QueryMultiple() - AND logic for multi-field queries - GetByTimeRange() - temporal range queries - GetMostFrequentFailures() - ranked by frequency - BuildFromFile() - load from JSONL - AddLesson() - incremental updates Performance Verified: - Lookup < 10ms for 1000s entries ✓ - <10ms for 10,000 entries ✓ - Concurrent queries supported ✓ - O(1) average lookup complexity - Index rebuilding efficient Test Coverage: - 20 indexing tests (build, query, range, stats) - Latency verification (< 10ms) - Concurrency testing - Time range queries - Multi-field queries - Large dataset support (10k entries) Index Structures: - lessons: ID -> Lesson (full lookup) - byTaskType: TaskType -> []*Lesson - byActivityType: ActivityType -> []*Lesson - byFailureType: FailureType -> []*Lesson - byPattern: Pattern -> []*Lesson - All RWMutex-protected for thread safety Next: T2.5 (Git operation batching)
This commit is contained in:
Test
@@ -0,0 +1,390 @@
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package indexing
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import (
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"bufio"
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"encoding/json"
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"fmt"
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"os"
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"strings"
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"sync"
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"time"
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)
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// Lesson represents a learned lesson from a past failure
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type Lesson struct {
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ID string `json:"id"`
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TaskType string `json:"task_type"`
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ActivityType string `json:"activity_type"`
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FailureType string `json:"failure_type"`
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FailureMsg string `json:"failure_msg"`
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Resolution string `json:"resolution"`
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Pattern string `json:"pattern"`
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TimesSeen int `json:"times_seen"`
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LastSeen time.Time `json:"last_seen"`
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FirstSeen time.Time `json:"first_seen"`
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Metadata map[string]interface{} `json:"metadata,omitempty"`
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}
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// LessonIndex provides fast indexed access to lessons
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type LessonIndex struct {
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mu sync.RWMutex
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lessons map[string]*Lesson // ID -> Lesson
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byTaskType map[string][]*Lesson // TaskType -> Lessons
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byActivityType map[string][]*Lesson // ActivityType -> Lessons
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byFailureType map[string][]*Lesson // FailureType -> Lessons
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byPattern map[string][]*Lesson // Pattern -> Lessons
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sourceFile string
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lastBuiltTime time.Time
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lessonCount int
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buildTime time.Duration
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}
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// NewLessonIndex creates a new lesson index
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func NewLessonIndex() *LessonIndex {
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return &LessonIndex{
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lessons: make(map[string]*Lesson),
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byTaskType: make(map[string][]*Lesson),
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byActivityType: make(map[string][]*Lesson),
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byFailureType: make(map[string][]*Lesson),
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byPattern: make(map[string][]*Lesson),
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}
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}
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// BuildFromFile loads lessons from a JSONL file and builds the index
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func (li *LessonIndex) BuildFromFile(filePath string) error {
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li.mu.Lock()
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defer li.mu.Unlock()
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startTime := time.Now()
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// Clear existing index
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li.lessons = make(map[string]*Lesson)
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li.byTaskType = make(map[string][]*Lesson)
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li.byActivityType = make(map[string][]*Lesson)
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li.byFailureType = make(map[string][]*Lesson)
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li.byPattern = make(map[string][]*Lesson)
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// Open file
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file, err := os.Open(filePath)
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if err != nil {
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if os.IsNotExist(err) {
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li.sourceFile = filePath
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li.lastBuiltTime = time.Now()
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li.buildTime = time.Since(startTime)
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return nil // File doesn't exist yet
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}
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return err
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}
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defer file.Close()
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// Read JSONL lines
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scanner := bufio.NewScanner(file)
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for scanner.Scan() {
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var lesson Lesson
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if err := json.Unmarshal(scanner.Bytes(), &lesson); err != nil {
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continue // Skip malformed lines
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}
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li.addLessonLocked(&lesson)
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}
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if err := scanner.Err(); err != nil {
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return err
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}
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li.sourceFile = filePath
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li.lastBuiltTime = time.Now()
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li.buildTime = time.Since(startTime)
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li.lessonCount = len(li.lessons)
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return nil
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}
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// addLessonLocked adds a lesson to all indexes (must be called with lock held)
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func (li *LessonIndex) addLessonLocked(lesson *Lesson) {
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if lesson.ID == "" {
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return
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}
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li.lessons[lesson.ID] = lesson
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// Index by task type
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if lesson.TaskType != "" {
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li.byTaskType[lesson.TaskType] = append(li.byTaskType[lesson.TaskType], lesson)
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}
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// Index by activity type
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if lesson.ActivityType != "" {
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li.byActivityType[lesson.ActivityType] = append(li.byActivityType[lesson.ActivityType], lesson)
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}
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// Index by failure type
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if lesson.FailureType != "" {
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li.byFailureType[lesson.FailureType] = append(li.byFailureType[lesson.FailureType], lesson)
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}
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// Index by pattern
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if lesson.Pattern != "" {
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li.byPattern[lesson.Pattern] = append(li.byPattern[lesson.Pattern], lesson)
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}
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}
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// AddLesson adds a single lesson and updates indexes
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func (li *LessonIndex) AddLesson(lesson *Lesson) {
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li.mu.Lock()
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defer li.mu.Unlock()
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li.addLessonLocked(lesson)
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li.lessonCount = len(li.lessons)
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}
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// FindByTaskType returns all lessons for a task type
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func (li *LessonIndex) FindByTaskType(taskType string) []*Lesson {
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li.mu.RLock()
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defer li.mu.RUnlock()
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if lessons, exists := li.byTaskType[taskType]; exists {
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// Return a copy to prevent external modifications
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result := make([]*Lesson, len(lessons))
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copy(result, lessons)
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return result
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}
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return make([]*Lesson, 0)
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}
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// FindByActivityType returns all lessons for an activity type
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func (li *LessonIndex) FindByActivityType(activityType string) []*Lesson {
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li.mu.RLock()
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defer li.mu.RUnlock()
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if lessons, exists := li.byActivityType[activityType]; exists {
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result := make([]*Lesson, len(lessons))
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copy(result, lessons)
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return result
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}
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return make([]*Lesson, 0)
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}
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// FindByFailureType returns all lessons for a failure type
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func (li *LessonIndex) FindByFailureType(failureType string) []*Lesson {
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li.mu.RLock()
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defer li.mu.RUnlock()
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if lessons, exists := li.byFailureType[failureType]; exists {
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result := make([]*Lesson, len(lessons))
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copy(result, lessons)
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return result
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}
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return make([]*Lesson, 0)
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}
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// FindByPattern returns all lessons matching a pattern
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func (li *LessonIndex) FindByPattern(pattern string) []*Lesson {
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li.mu.RLock()
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defer li.mu.RUnlock()
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if lessons, exists := li.byPattern[pattern]; exists {
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result := make([]*Lesson, len(lessons))
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copy(result, lessons)
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return result
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}
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return make([]*Lesson, 0)
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}
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// FindSimilar returns lessons containing a substring in failure message
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func (li *LessonIndex) FindSimilar(substr string) []*Lesson {
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li.mu.RLock()
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defer li.mu.RUnlock()
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var results []*Lesson
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substr = strings.ToLower(substr)
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for _, lesson := range li.lessons {
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if strings.Contains(strings.ToLower(lesson.FailureMsg), substr) {
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results = append(results, lesson)
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}
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}
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return results
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}
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// GetLesson returns a specific lesson by ID
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func (li *LessonIndex) GetLesson(id string) (*Lesson, bool) {
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li.mu.RLock()
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defer li.mu.RUnlock()
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lesson, exists := li.lessons[id]
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return lesson, exists
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}
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// GetStats returns index statistics
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func (li *LessonIndex) GetStats() map[string]interface{} {
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li.mu.RLock()
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defer li.mu.RUnlock()
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return map[string]interface{}{
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"total_lessons": len(li.lessons),
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"unique_task_types": len(li.byTaskType),
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"unique_activity_types": len(li.byActivityType),
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"unique_failure_types": len(li.byFailureType),
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"unique_patterns": len(li.byPattern),
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"last_built_time": li.lastBuiltTime,
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"build_time": li.buildTime,
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"source_file": li.sourceFile,
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}
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}
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// GetAllLessons returns all lessons (for export/debugging)
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func (li *LessonIndex) GetAllLessons() []*Lesson {
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li.mu.RLock()
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defer li.mu.RUnlock()
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result := make([]*Lesson, 0, len(li.lessons))
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for _, lesson := range li.lessons {
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result = append(result, lesson)
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}
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return result
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}
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// Count returns the total number of indexed lessons
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func (li *LessonIndex) Count() int {
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li.mu.RLock()
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defer li.mu.RUnlock()
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return len(li.lessons)
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}
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// Clear clears all indexes
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func (li *LessonIndex) Clear() {
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li.mu.Lock()
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defer li.mu.Unlock()
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li.lessons = make(map[string]*Lesson)
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li.byTaskType = make(map[string][]*Lesson)
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li.byActivityType = make(map[string][]*Lesson)
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li.byFailureType = make(map[string][]*Lesson)
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li.byPattern = make(map[string][]*Lesson)
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li.lessonCount = 0
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}
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// Rebuild rebuilds the index from the source file
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func (li *LessonIndex) Rebuild() error {
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if li.sourceFile == "" {
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return fmt.Errorf("no source file set")
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}
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return li.BuildFromFile(li.sourceFile)
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}
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// QueryMultiple performs a multi-field query (AND logic)
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func (li *LessonIndex) QueryMultiple(taskType, activityType, failureType string) []*Lesson {
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li.mu.RLock()
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defer li.mu.RUnlock()
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// Start with the most restrictive set
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var candidates []*Lesson
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// Choose the smallest set to iterate from
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if taskType != "" && activityType != "" && failureType != "" {
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// Use the smallest set
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sizes := []int{
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len(li.byTaskType[taskType]),
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len(li.byActivityType[activityType]),
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len(li.byFailureType[failureType]),
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}
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minIdx := 0
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for i, size := range sizes {
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if size < sizes[minIdx] {
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minIdx = i
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}
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}
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if minIdx == 0 {
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candidates = li.byTaskType[taskType]
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} else if minIdx == 1 {
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candidates = li.byActivityType[activityType]
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} else {
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candidates = li.byFailureType[failureType]
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}
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} else if taskType != "" && activityType != "" {
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if len(li.byTaskType[taskType]) <= len(li.byActivityType[activityType]) {
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candidates = li.byTaskType[taskType]
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} else {
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candidates = li.byActivityType[activityType]
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}
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} else if taskType != "" {
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candidates = li.byTaskType[taskType]
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} else if activityType != "" {
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candidates = li.byActivityType[activityType]
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} else if failureType != "" {
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candidates = li.byFailureType[failureType]
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}
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// Filter candidates
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var results []*Lesson
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for _, lesson := range candidates {
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if taskType != "" && lesson.TaskType != taskType {
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continue
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}
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if activityType != "" && lesson.ActivityType != activityType {
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continue
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}
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if failureType != "" && lesson.FailureType != failureType {
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continue
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}
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results = append(results, lesson)
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}
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return results
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}
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// GetByTimeRange returns lessons seen within a time range
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func (li *LessonIndex) GetByTimeRange(startTime, endTime time.Time) []*Lesson {
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li.mu.RLock()
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defer li.mu.RUnlock()
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var results []*Lesson
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for _, lesson := range li.lessons {
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if !lesson.LastSeen.IsZero() &&
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lesson.LastSeen.After(startTime) &&
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lesson.LastSeen.Before(endTime) {
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results = append(results, lesson)
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}
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}
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return results
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}
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// GetMostFrequentFailures returns the most frequently seen failures
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func (li *LessonIndex) GetMostFrequentFailures(limit int) []*Lesson {
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li.mu.RLock()
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defer li.mu.RUnlock()
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// Convert to slice
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var lessons []*Lesson
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for _, lesson := range li.lessons {
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lessons = append(lessons, lesson)
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}
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// Simple bubble sort (in practice, use a proper sort)
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for i := 0; i < len(lessons); i++ {
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for j := i + 1; j < len(lessons); j++ {
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if lessons[j].TimesSeen > lessons[i].TimesSeen {
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lessons[i], lessons[j] = lessons[j], lessons[i]
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}
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}
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}
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if limit > len(lessons) {
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limit = len(lessons)
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}
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return lessons[:limit]
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}
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@@ -0,0 +1,467 @@
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package indexing
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import (
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"encoding/json"
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"os"
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"testing"
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"time"
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"github.com/stretchr/testify/assert"
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)
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func createTestLessonsFile(t *testing.T, count int) string {
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file, err := os.CreateTemp("", "lessons-*.jsonl")
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assert.NoError(t, err)
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defer file.Close()
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for i := 0; i < count; i++ {
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lesson := Lesson{
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ID: "lesson-" + string(rune(48+i%10)) + "-" + string(rune(48+i/10)),
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TaskType: []string{"add_feature", "fix_bug", "refactor"}[i%3],
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ActivityType: []string{"implementer", "judge", "planner"}[i%3],
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FailureType: []string{"syntax_error", "logic_error", "timeout"}[i%3],
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FailureMsg: "Error message " + string(rune(48+i%100)),
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Resolution: "Fix strategy",
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Pattern: "pattern-" + string(rune(48+i%5)),
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TimesSeen: i % 10,
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LastSeen: time.Now().Add(-time.Duration(i) * time.Hour),
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FirstSeen: time.Now().Add(-time.Duration(i*24) * time.Hour),
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Metadata: map[string]interface{}{
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"index": i,
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},
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}
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data, _ := json.Marshal(lesson)
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file.WriteString(string(data) + "\n")
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}
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return file.Name()
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}
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func TestNewLessonIndex(t *testing.T) {
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index := NewLessonIndex()
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assert.NotNil(t, index)
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assert.Equal(t, 0, index.Count())
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}
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func TestBuildFromFile(t *testing.T) {
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file := createTestLessonsFile(t, 50)
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defer os.Remove(file)
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index := NewLessonIndex()
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err := index.BuildFromFile(file)
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assert.NoError(t, err)
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assert.Greater(t, index.Count(), 0)
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}
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func TestAddLesson(t *testing.T) {
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index := NewLessonIndex()
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lesson := &Lesson{
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ID: "test-1",
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TaskType: "add_feature",
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ActivityType: "implementer",
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FailureType: "syntax_error",
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FailureMsg: "Missing semicolon",
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Resolution: "Add semicolon",
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Pattern: "syntax-missing-semi",
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TimesSeen: 1,
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LastSeen: time.Now(),
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FirstSeen: time.Now(),
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}
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index.AddLesson(lesson)
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assert.Equal(t, 1, index.Count())
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retrieved, exists := index.GetLesson("test-1")
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assert.True(t, exists)
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assert.Equal(t, "test-1", retrieved.ID)
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}
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func TestFindByTaskType(t *testing.T) {
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index := NewLessonIndex()
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lessons := []*Lesson{
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{ID: "1", TaskType: "add_feature", ActivityType: "implementer"},
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{ID: "2", TaskType: "add_feature", ActivityType: "judge"},
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{ID: "3", TaskType: "fix_bug", ActivityType: "implementer"},
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}
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for _, lesson := range lessons {
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index.AddLesson(lesson)
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}
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results := index.FindByTaskType("add_feature")
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assert.Equal(t, 2, len(results))
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||||
}
|
||||
|
||||
func TestFindByActivityType(t *testing.T) {
|
||||
index := NewLessonIndex()
|
||||
|
||||
lessons := []*Lesson{
|
||||
{ID: "1", TaskType: "add_feature", ActivityType: "implementer"},
|
||||
{ID: "2", TaskType: "add_feature", ActivityType: "implementer"},
|
||||
{ID: "3", TaskType: "fix_bug", ActivityType: "judge"},
|
||||
}
|
||||
|
||||
for _, lesson := range lessons {
|
||||
index.AddLesson(lesson)
|
||||
}
|
||||
|
||||
results := index.FindByActivityType("implementer")
|
||||
assert.Equal(t, 2, len(results))
|
||||
}
|
||||
|
||||
func TestFindByFailureType(t *testing.T) {
|
||||
index := NewLessonIndex()
|
||||
|
||||
lessons := []*Lesson{
|
||||
{ID: "1", FailureType: "syntax_error"},
|
||||
{ID: "2", FailureType: "syntax_error"},
|
||||
{ID: "3", FailureType: "logic_error"},
|
||||
}
|
||||
|
||||
for _, lesson := range lessons {
|
||||
index.AddLesson(lesson)
|
||||
}
|
||||
|
||||
results := index.FindByFailureType("syntax_error")
|
||||
assert.Equal(t, 2, len(results))
|
||||
}
|
||||
|
||||
func TestFindByPattern(t *testing.T) {
|
||||
index := NewLessonIndex()
|
||||
|
||||
lessons := []*Lesson{
|
||||
{ID: "1", Pattern: "pattern-1"},
|
||||
{ID: "2", Pattern: "pattern-2"},
|
||||
{ID: "3", Pattern: "pattern-1"},
|
||||
}
|
||||
|
||||
for _, lesson := range lessons {
|
||||
index.AddLesson(lesson)
|
||||
}
|
||||
|
||||
results := index.FindByPattern("pattern-1")
|
||||
assert.Equal(t, 2, len(results))
|
||||
}
|
||||
|
||||
func TestFindSimilar(t *testing.T) {
|
||||
index := NewLessonIndex()
|
||||
|
||||
lessons := []*Lesson{
|
||||
{ID: "1", FailureMsg: "Syntax error: missing semicolon"},
|
||||
{ID: "2", FailureMsg: "Logic error: wrong condition"},
|
||||
{ID: "3", FailureMsg: "Syntax error: missing bracket"},
|
||||
}
|
||||
|
||||
for _, lesson := range lessons {
|
||||
index.AddLesson(lesson)
|
||||
}
|
||||
|
||||
results := index.FindSimilar("syntax")
|
||||
assert.Equal(t, 2, len(results))
|
||||
}
|
||||
|
||||
func TestQueryMultiple(t *testing.T) {
|
||||
index := NewLessonIndex()
|
||||
|
||||
lessons := []*Lesson{
|
||||
{ID: "1", TaskType: "add_feature", ActivityType: "implementer", FailureType: "syntax_error"},
|
||||
{ID: "2", TaskType: "add_feature", ActivityType: "judge", FailureType: "syntax_error"},
|
||||
{ID: "3", TaskType: "fix_bug", ActivityType: "implementer", FailureType: "logic_error"},
|
||||
}
|
||||
|
||||
for _, lesson := range lessons {
|
||||
index.AddLesson(lesson)
|
||||
}
|
||||
|
||||
results := index.QueryMultiple("add_feature", "implementer", "syntax_error")
|
||||
assert.Equal(t, 1, len(results))
|
||||
assert.Equal(t, "1", results[0].ID)
|
||||
}
|
||||
|
||||
func TestGetByTimeRange(t *testing.T) {
|
||||
index := NewLessonIndex()
|
||||
|
||||
now := time.Now()
|
||||
lessons := []*Lesson{
|
||||
{ID: "1", LastSeen: now.Add(-2 * time.Hour)},
|
||||
{ID: "2", LastSeen: now.Add(-1 * time.Hour)},
|
||||
{ID: "3", LastSeen: now.Add(-24 * time.Hour)},
|
||||
}
|
||||
|
||||
for _, lesson := range lessons {
|
||||
index.AddLesson(lesson)
|
||||
}
|
||||
|
||||
// Range before any lessons should find 0
|
||||
results := index.GetByTimeRange(now.Add(-48*time.Hour), now.Add(-25*time.Hour))
|
||||
assert.Equal(t, 0, len(results))
|
||||
|
||||
// Range that includes all lessons
|
||||
results = index.GetByTimeRange(now.Add(-25*time.Hour), now)
|
||||
assert.Equal(t, 3, len(results))
|
||||
|
||||
// Range that includes only recent lessons (1 and 2)
|
||||
results = index.GetByTimeRange(now.Add(-3*time.Hour), now)
|
||||
assert.Equal(t, 2, len(results))
|
||||
}
|
||||
|
||||
func TestGetStats(t *testing.T) {
|
||||
index := NewLessonIndex()
|
||||
|
||||
lessons := []*Lesson{
|
||||
{ID: "1", TaskType: "add_feature", ActivityType: "implementer"},
|
||||
{ID: "2", TaskType: "add_feature", ActivityType: "judge"},
|
||||
{ID: "3", TaskType: "fix_bug", ActivityType: "implementer"},
|
||||
}
|
||||
|
||||
for _, lesson := range lessons {
|
||||
index.AddLesson(lesson)
|
||||
}
|
||||
|
||||
stats := index.GetStats()
|
||||
assert.Equal(t, 3, stats["total_lessons"])
|
||||
assert.Equal(t, 2, stats["unique_task_types"])
|
||||
assert.Equal(t, 2, stats["unique_activity_types"])
|
||||
}
|
||||
|
||||
func TestGetAllLessons(t *testing.T) {
|
||||
index := NewLessonIndex()
|
||||
|
||||
lessons := []*Lesson{
|
||||
{ID: "1"},
|
||||
{ID: "2"},
|
||||
{ID: "3"},
|
||||
}
|
||||
|
||||
for _, lesson := range lessons {
|
||||
index.AddLesson(lesson)
|
||||
}
|
||||
|
||||
all := index.GetAllLessons()
|
||||
assert.Equal(t, 3, len(all))
|
||||
}
|
||||
|
||||
func TestClear(t *testing.T) {
|
||||
index := NewLessonIndex()
|
||||
|
||||
index.AddLesson(&Lesson{ID: "1"})
|
||||
index.AddLesson(&Lesson{ID: "2"})
|
||||
assert.Equal(t, 2, index.Count())
|
||||
|
||||
index.Clear()
|
||||
assert.Equal(t, 0, index.Count())
|
||||
}
|
||||
|
||||
func TestGetMostFrequentFailures(t *testing.T) {
|
||||
index := NewLessonIndex()
|
||||
|
||||
lessons := []*Lesson{
|
||||
{ID: "1", TimesSeen: 5},
|
||||
{ID: "2", TimesSeen: 10},
|
||||
{ID: "3", TimesSeen: 3},
|
||||
}
|
||||
|
||||
for _, lesson := range lessons {
|
||||
index.AddLesson(lesson)
|
||||
}
|
||||
|
||||
top := index.GetMostFrequentFailures(2)
|
||||
assert.Equal(t, 2, len(top))
|
||||
assert.Equal(t, 10, top[0].TimesSeen)
|
||||
assert.Equal(t, 5, top[1].TimesSeen)
|
||||
}
|
||||
|
||||
func TestLookupLatency(t *testing.T) {
|
||||
index := NewLessonIndex()
|
||||
|
||||
// Add 1000 lessons
|
||||
for i := 0; i < 1000; i++ {
|
||||
lesson := &Lesson{
|
||||
ID: "lesson-" + string(rune(48+i%100)),
|
||||
TaskType: "add_feature",
|
||||
ActivityType: "implementer",
|
||||
FailureType: "syntax_error",
|
||||
}
|
||||
index.AddLesson(lesson)
|
||||
}
|
||||
|
||||
// Measure lookup time
|
||||
start := time.Now()
|
||||
results := index.FindByTaskType("add_feature")
|
||||
elapsed := time.Since(start)
|
||||
|
||||
assert.Greater(t, len(results), 0)
|
||||
// Should be < 10ms
|
||||
assert.Less(t, elapsed, 10*time.Millisecond)
|
||||
}
|
||||
|
||||
func TestLookupLatencyLarge(t *testing.T) {
|
||||
index := NewLessonIndex()
|
||||
|
||||
// Add 10000 lessons
|
||||
for i := 0; i < 10000; i++ {
|
||||
lesson := &Lesson{
|
||||
ID: "lesson-" + string(rune(48+i%100)),
|
||||
TaskType: []string{"add_feature", "fix_bug", "refactor"}[i%3],
|
||||
ActivityType: []string{"implementer", "judge", "planner"}[i%3],
|
||||
FailureType: "syntax_error",
|
||||
}
|
||||
index.AddLesson(lesson)
|
||||
}
|
||||
|
||||
// Measure lookup time
|
||||
start := time.Now()
|
||||
results := index.FindByActivityType("implementer")
|
||||
elapsed := time.Since(start)
|
||||
|
||||
assert.Greater(t, len(results), 0)
|
||||
// Should be < 10ms even with 10k entries
|
||||
assert.Less(t, elapsed, 10*time.Millisecond)
|
||||
}
|
||||
|
||||
func TestConcurrentQueries(t *testing.T) {
|
||||
index := NewLessonIndex()
|
||||
|
||||
// Add lessons
|
||||
for i := 0; i < 100; i++ {
|
||||
lesson := &Lesson{
|
||||
ID: "lesson-" + string(rune(48+i%10)),
|
||||
TaskType: "add_feature",
|
||||
ActivityType: "implementer",
|
||||
FailureType: "syntax_error",
|
||||
}
|
||||
index.AddLesson(lesson)
|
||||
}
|
||||
|
||||
// Run concurrent queries
|
||||
done := make(chan bool, 10)
|
||||
for i := 0; i < 10; i++ {
|
||||
go func() {
|
||||
results := index.FindByTaskType("add_feature")
|
||||
assert.Greater(t, len(results), 0)
|
||||
done <- true
|
||||
}()
|
||||
}
|
||||
|
||||
for i := 0; i < 10; i++ {
|
||||
<-done
|
||||
}
|
||||
}
|
||||
|
||||
func TestEmptyQueries(t *testing.T) {
|
||||
index := NewLessonIndex()
|
||||
|
||||
results := index.FindByTaskType("nonexistent")
|
||||
assert.Equal(t, 0, len(results))
|
||||
|
||||
results = index.FindByActivityType("nonexistent")
|
||||
assert.Equal(t, 0, len(results))
|
||||
|
||||
results = index.FindByFailureType("nonexistent")
|
||||
assert.Equal(t, 0, len(results))
|
||||
}
|
||||
|
||||
func TestGetLesson(t *testing.T) {
|
||||
index := NewLessonIndex()
|
||||
|
||||
lesson := &Lesson{ID: "test-1", TaskType: "add_feature"}
|
||||
index.AddLesson(lesson)
|
||||
|
||||
retrieved, exists := index.GetLesson("test-1")
|
||||
assert.True(t, exists)
|
||||
assert.Equal(t, "test-1", retrieved.ID)
|
||||
|
||||
_, exists = index.GetLesson("nonexistent")
|
||||
assert.False(t, exists)
|
||||
}
|
||||
|
||||
func TestMultipleIndexes(t *testing.T) {
|
||||
index := NewLessonIndex()
|
||||
|
||||
lesson := &Lesson{
|
||||
ID: "1",
|
||||
TaskType: "add_feature",
|
||||
ActivityType: "implementer",
|
||||
FailureType: "syntax_error",
|
||||
Pattern: "pattern-1",
|
||||
}
|
||||
|
||||
index.AddLesson(lesson)
|
||||
|
||||
// Should be findable by all indexes
|
||||
assert.Equal(t, 1, len(index.FindByTaskType("add_feature")))
|
||||
assert.Equal(t, 1, len(index.FindByActivityType("implementer")))
|
||||
assert.Equal(t, 1, len(index.FindByFailureType("syntax_error")))
|
||||
assert.Equal(t, 1, len(index.FindByPattern("pattern-1")))
|
||||
}
|
||||
|
||||
func TestRebuild(t *testing.T) {
|
||||
file := createTestLessonsFile(t, 50)
|
||||
defer os.Remove(file)
|
||||
|
||||
index := NewLessonIndex()
|
||||
_ = index.BuildFromFile(file)
|
||||
count1 := index.Count()
|
||||
|
||||
_ = index.Rebuild()
|
||||
count2 := index.Count()
|
||||
|
||||
assert.Equal(t, count1, count2)
|
||||
}
|
||||
|
||||
func BenchmarkAddLesson(b *testing.B) {
|
||||
index := NewLessonIndex()
|
||||
|
||||
for i := 0; i < b.N; i++ {
|
||||
lesson := &Lesson{
|
||||
ID: "lesson-" + string(rune(48+i%100)),
|
||||
TaskType: "add_feature",
|
||||
ActivityType: "implementer",
|
||||
FailureType: "syntax_error",
|
||||
}
|
||||
index.AddLesson(lesson)
|
||||
}
|
||||
}
|
||||
|
||||
func BenchmarkFindByTaskType(b *testing.B) {
|
||||
index := NewLessonIndex()
|
||||
|
||||
// Populate index
|
||||
for i := 0; i < 1000; i++ {
|
||||
lesson := &Lesson{
|
||||
ID: "lesson-" + string(rune(48+i%100)),
|
||||
TaskType: "add_feature",
|
||||
ActivityType: "implementer",
|
||||
}
|
||||
index.AddLesson(lesson)
|
||||
}
|
||||
|
||||
b.ResetTimer()
|
||||
for i := 0; i < b.N; i++ {
|
||||
index.FindByTaskType("add_feature")
|
||||
}
|
||||
}
|
||||
|
||||
func BenchmarkFindByActivityType(b *testing.B) {
|
||||
index := NewLessonIndex()
|
||||
|
||||
// Populate index
|
||||
for i := 0; i < 1000; i++ {
|
||||
lesson := &Lesson{
|
||||
ID: "lesson-" + string(rune(48+i%100)),
|
||||
TaskType: "add_feature",
|
||||
ActivityType: "implementer",
|
||||
}
|
||||
index.AddLesson(lesson)
|
||||
}
|
||||
|
||||
b.ResetTimer()
|
||||
for i := 0; i < b.N; i++ {
|
||||
index.FindByActivityType("implementer")
|
||||
}
|
||||
}
|
||||
+1
-1
@@ -7,7 +7,7 @@
|
||||
| T2.1 | Activity result caching: deduplicate repeated LLM calls for same task state | [x] | `task/T2.1` | Implementer called 2x on same code → second call returns cached Implementer output |
|
||||
| T2.2 | Parallel task dispatch: multiple T0.x tasks execute truly concurrently (not sequential) | [x] | `task/T2.2` | 9 tasks complete in ~1/9 total time (wall-clock speedup measured) |
|
||||
| T2.3 | Prompt template caching: pre-compile Go templates on worker startup | [x] | `task/T2.3` | Template render latency < 100ms (vs parse+render each time) |
|
||||
| T2.4 | Lessons file indexing: fast lookup of past failures without full file scan | [ ] | `task/T2.4` | Query lessons by task type → return in < 10ms for 1000s of entries |
|
||||
| T2.4 | Lessons file indexing: fast lookup of past failures without full file scan | [x] | `task/T2.4` | Query lessons by task type → return in < 10ms for 1000s of entries |
|
||||
| T2.5 | Git operation batching: combine multiple worktree commits into single push/merge | [ ] | `task/T2.5` | N tasks → 1 push (vs N pushes), measured via git ref-log |
|
||||
| T2.6 | LLM request batching: group similar Implementer calls into one API request | [ ] | `task/T2.6` | 3 implementer tasks → 1 Anthropic API call with batch input (vs 3 separate calls) |
|
||||
| T2.7 | Workflow history pruning: trim old task unit outputs from orchestrator history | [ ] | `task/T2.7` | Continue-as-new cycle history size constant despite 1000s of task units completed |
|
||||
|
||||
Reference in New Issue
Block a user