feat: implement observability and metrics (Task 22)
- Add metrics package tracking cache hit-rate, API quota, circuit breaker trips, search time - Integrate metrics with cache layer, yandex client, and API handlers - Add /metrics HTTP endpoint for Prometheus-compatible metrics exposure - Write tests for metrics functionality across cache, yandex, and API handlers - Update test files to support new metrics infrastructure
This commit is contained in:
53
internal/cache/store.go
vendored
53
internal/cache/store.go
vendored
@@ -8,6 +8,8 @@ import (
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"time"
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"github.com/go-redis/redis/v8"
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"trip-planner/internal/metrics"
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)
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// CacheKey defines the structure for cache keys used throughout the application.
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@@ -39,22 +41,25 @@ type Cache interface {
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// redisClient is a wrapper around go-redis client for dependency injection.
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type redisClient struct {
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client *redis.Client
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metrics *metrics.Metrics
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}
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// NewRedisClient creates a new Redis client wrapper.
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func NewRedisClient(client *redis.Client) *redisClient {
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return &redisClient{client: client}
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func NewRedisClient(client *redis.Client, m *metrics.Metrics) *redisClient {
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return &redisClient{client: client, metrics: m}
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}
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// Get retrieves a value from cache by key.
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func (r *redisClient) Get(ctx context.Context, key *CacheKey) ([]byte, error) {
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val, err := r.client.Get(ctx, keyString(key)).Bytes()
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if errors.Is(err, redis.Nil) {
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r.metrics.RecordCacheMiss("cache") // record cache miss at redis client level
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return nil, nil // cache miss
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}
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if err != nil {
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return nil, fmt.Errorf("cache get: %w", err)
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}
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r.metrics.RecordCacheHit("cache") // record cache hit at redis client level
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return val, nil
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}
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@@ -125,9 +130,9 @@ type cacheStore struct {
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}
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// NewCacheStore creates a new cache store with the given Redis client.
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func NewCacheStore(client *redis.Client) Cache {
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func NewCacheStore(client *redis.Client, m *metrics.Metrics) Cache {
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return &cacheStore{
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redisClient: NewRedisClient(client),
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redisClient: NewRedisClient(client, m),
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}
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}
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@@ -161,12 +166,13 @@ func GetSearchKey(from, to, date string) *CacheKey {
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// CacheAside represents the cache-aside pattern implementation.
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// It follows the pattern: Redis → miss → Postgres/API → write-back to Redis.
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type CacheAside struct {
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store Cache
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store Cache
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metrics *metrics.Metrics
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}
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// NewCacheAside creates a new CacheAside instance.
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func NewCacheAside(store Cache) *CacheAside {
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return &CacheAside{store: store}
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func NewCacheAside(store Cache, m *metrics.Metrics) *CacheAside {
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return &CacheAside{store: store, metrics: m}
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}
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// GetOrSetFuncPattern is a generic pattern for cache-aside operations.
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@@ -204,6 +210,7 @@ func (c *CacheAside) GetStation(ctx context.Context, key *CacheKey, fetch func()
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// GetSearch retrieves search results from cache, falling back to the provided fetch function.
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// Uses appropriate TTL based on whether the date is near-term or far-term.
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// Records cache hit/miss metrics.
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func (c *CacheAside) GetSearch(ctx context.Context, key *CacheKey, fetch func() ([]byte, error), isFarTerm bool) ([]byte, error) {
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var ttl time.Duration
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if isFarTerm {
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@@ -211,7 +218,33 @@ func (c *CacheAside) GetSearch(ctx context.Context, key *CacheKey, fetch func()
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} else {
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ttl = SearchNearTermTTL
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}
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return c.GetOrSetFuncPattern(ctx, key, fetch, ttl)
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// Try cache first
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data, err := c.store.Get(ctx, key)
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if err == nil && data != nil {
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c.metrics.RecordCacheHit("search") // cache hit
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return data, nil
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}
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// Cache miss: fetch from backend
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if errors.Is(err, redis.Nil) {
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c.metrics.RecordCacheMiss("search") // record search cache miss
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} else if err != nil {
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return nil, err
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}
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// Fetch from backend
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data, err = fetch()
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if err != nil {
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return nil, err
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}
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// Write back to cache
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if err := c.store.Set(ctx, key, data, ttl); err != nil {
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return nil, err
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}
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return data, nil
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}
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// InvalidateCity removes a city entry from cache.
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@@ -238,11 +271,13 @@ func (c *CacheAside) Delete(ctx context.Context, key *CacheKey) error {
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func (c *CacheAside) Get(ctx context.Context, key *CacheKey) ([]byte, error) {
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val, err := c.store.Get(ctx, key)
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if errors.Is(err, redis.Nil) {
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c.metrics.RecordCacheMiss("cache_aside") // record cache aside miss
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return nil, nil // cache miss
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}
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if err != nil {
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return nil, fmt.Errorf("cache get: %w", err)
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}
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c.metrics.RecordCacheHit("cache_aside") // record cache aside hit
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return val, nil
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}
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@@ -271,4 +306,4 @@ func (c *CacheAside) Increment(ctx context.Context, key *CacheKey) (int64, error
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// Decrement decrements a counter key.
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func (c *CacheAside) Decrement(ctx context.Context, key *CacheKey) (int64, error) {
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return c.store.Decrement(ctx, key)
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}
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}
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35
internal/cache/store_test.go
vendored
35
internal/cache/store_test.go
vendored
@@ -5,6 +5,8 @@ import (
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"testing"
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"github.com/go-redis/redis/v8"
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"trip-planner/internal/metrics"
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)
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// TestCacheGetSet tests basic Get and Set operations.
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@@ -12,7 +14,7 @@ func TestCacheGetSet(t *testing.T) {
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ctx := context.Background()
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client := NewRedisClient(redis.NewClient(&redis.Options{
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Addr: "localhost:6379",
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}))
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}), metrics.New())
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// Test Set
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key := &CacheKey{Kind: "city", Code: "c146"}
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@@ -81,7 +83,7 @@ func TestCacheAsideGetOrSet(t *testing.T) {
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ctx := context.Background()
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client := NewRedisClient(redis.NewClient(&redis.Options{
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Addr: "localhost:6379",
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}))
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}), metrics.New())
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fetchCallCount := 0
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fetchFunc := func() ([]byte, error) {
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@@ -91,7 +93,7 @@ func TestCacheAsideGetOrSet(t *testing.T) {
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// First call: cache miss, should fetch from backend
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key := &CacheKey{Kind: "station", Code: "s9600213"}
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data, err := NewCacheAside(client).GetOrSetFuncPattern(ctx, key, fetchFunc, CityTTL)
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data, err := NewCacheAside(client, metrics.New()).GetOrSetFuncPattern(ctx, key, fetchFunc, CityTTL)
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if err != nil {
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t.Fatalf("expected no error on cache miss, got: %v", err)
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}
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@@ -104,7 +106,7 @@ func TestCacheAsideGetOrSet(t *testing.T) {
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// Second call: cache hit, should not fetch from backend
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fetchCallCount = 0
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data, err = NewCacheAside(client).GetOrSetFuncPattern(ctx, key, fetchFunc, CityTTL)
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data, err = NewCacheAside(client, metrics.New()).GetOrSetFuncPattern(ctx, key, fetchFunc, CityTTL)
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if err != nil {
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t.Fatalf("expected no error on cache hit, got: %v", err)
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}
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@@ -121,7 +123,7 @@ func TestCacheAsideGetCity(t *testing.T) {
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ctx := context.Background()
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client := NewRedisClient(redis.NewClient(&redis.Options{
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Addr: "localhost:6379",
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}))
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}), metrics.New())
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fetchCallCount := 0
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fetchFunc := func() ([]byte, error) {
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@@ -130,7 +132,7 @@ func TestCacheAsideGetCity(t *testing.T) {
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}
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key := &CacheKey{Kind: "city", Code: "c146"}
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data, err := NewCacheAside(client).GetCity(ctx, key, fetchFunc)
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data, err := NewCacheAside(client, metrics.New()).GetCity(ctx, key, fetchFunc)
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if err != nil {
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t.Fatalf("expected no error on cache miss for city, got: %v", err)
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}
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@@ -143,10 +145,13 @@ func TestCacheAsideGetCity(t *testing.T) {
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// Second call: cache hit
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fetchCallCount = 0
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data, err = NewCacheAside(client).GetCity(ctx, key, fetchFunc)
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data, err = NewCacheAside(client, metrics.New()).GetCity(ctx, key, fetchFunc)
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if err != nil {
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t.Fatalf("expected no error on cache hit for city, got: %v", err)
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}
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if string(data) != `{"code":"c146","title":"Simferopol"}` {
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t.Errorf("expected %s, got %s", `{"code":"c146","title":"Simferopol"}`, string(data))
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}
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if fetchCallCount != 0 {
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t.Errorf("expected 0 fetch calls on cache hit, got %d", fetchCallCount)
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}
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@@ -157,7 +162,7 @@ func TestCacheAsideGetSearch(t *testing.T) {
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ctx := context.Background()
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client := NewRedisClient(redis.NewClient(&redis.Options{
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Addr: "localhost:6379",
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}))
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}), metrics.New())
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fetchNearTerm := func() ([]byte, error) {
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return []byte(`{"near_term":true}`), nil
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@@ -172,7 +177,7 @@ func TestCacheAsideGetSearch(t *testing.T) {
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farKey := &CacheKey{Kind: "search", From: "c146", To: "c213", Date: "2026-09-15"}
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// Near-term: should use SearchNearTermTTL (3 hours)
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data, err := NewCacheAside(client).GetSearch(ctx, nearKey, fetchNearTerm, false)
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data, err := NewCacheAside(client, metrics.New()).GetSearch(ctx, nearKey, fetchNearTerm, false)
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if err != nil {
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t.Fatalf("expected no error on near-term search cache miss, got: %v", err)
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}
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@@ -181,7 +186,7 @@ func TestCacheAsideGetSearch(t *testing.T) {
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}
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// Far-term: should use SearchFarTermTTL (7 days)
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data, err = NewCacheAside(client).GetSearch(ctx, farKey, fetchFarTerm, true)
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data, err = NewCacheAside(client, metrics.New()).GetSearch(ctx, farKey, fetchFarTerm, true)
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if err != nil {
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t.Fatalf("expected no error on far-term search cache miss, got: %v", err)
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}
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@@ -195,7 +200,7 @@ func TestCacheInvalidate(t *testing.T) {
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ctx := context.Background()
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client := NewRedisClient(redis.NewClient(&redis.Options{
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Addr: "localhost:6379",
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}))
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}), metrics.New())
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// Set up some keys
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cityKey := &CacheKey{Kind: "city", Code: "c146"}
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@@ -208,20 +213,20 @@ func TestCacheInvalidate(t *testing.T) {
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client.Set(ctx, searchKey, []byte(`{"search":true}`), SearchNearTermTTL)
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// Invalidate city
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err := NewCacheAside(client).InvalidateCity(ctx, cityKey)
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err := NewCacheAside(client, metrics.New()).InvalidateCity(ctx, cityKey)
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if err != nil {
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t.Fatalf("expected no error invalidating city, got: %v", err)
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}
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// Invalidate station
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err = NewCacheAside(client).InvalidateStation(ctx, stationKey)
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err = NewCacheAside(client, metrics.New()).InvalidateStation(ctx, stationKey)
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if err != nil {
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t.Fatalf("expected no error invalidating station, got: %v", err)
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}
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// Invalidate search
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err = NewCacheAside(client).InvalidateSearch(ctx, searchKey)
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err = NewCacheAside(client, metrics.New()).InvalidateSearch(ctx, searchKey)
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if err != nil {
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t.Fatalf("expected no error invalidating search, got: %v", err)
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}
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}
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}
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155
internal/metrics/metrics.go
Normal file
155
internal/metrics/metrics.go
Normal file
@@ -0,0 +1,155 @@
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package metrics
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import (
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"sync"
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"time"
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)
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// Metrics holds all observability metrics for the trip planner service.
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type Metrics struct {
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// Cache metrics per layer
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CacheHits map[string]int64 // per-layer hit counts (city, station, search)
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CacheMisses map[string]int64 // per-layer miss counts
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// API quota remaining (per key or global)
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APIQuotaRemaining int64
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// Circuit breaker metrics
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CircuitBreakerTrips int64 // total circuit breaker trips (opened)
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// Search metrics
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SearchCount int64 // total number of searches
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SearchDuration *histogram // distribution of search durations
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// Internal counters
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mu sync.Mutex
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layerTTLs map[string]time.Duration
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}
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// histogram tracks duration values and computes simple stats.
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type histogram struct {
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mu sync.Mutex
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values []int64 // nanoseconds
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maxValues int
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}
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// New creates a new Metrics instance with initialized maps.
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func New() *Metrics {
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return &Metrics{
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CacheHits: make(map[string]int64),
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CacheMisses: make(map[string]int64),
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layerTTLs: make(map[string]time.Duration),
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SearchDuration: &histogram{maxValues: 1000},
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}
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}
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// RecordCacheHit records a cache hit for the given layer.
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func (m *Metrics) RecordCacheHit(layer string) {
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m.mu.Lock()
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defer m.mu.Unlock()
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m.CacheHits[layer]++
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}
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// RecordCacheMiss records a cache miss for the given layer.
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func (m *Metrics) RecordCacheMiss(layer string) {
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m.mu.Lock()
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defer m.mu.Unlock()
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m.CacheMisses[layer]++
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}
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// RecordAPIQuota records the remaining API quota.
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func (m *Metrics) RecordAPIQuota(remaining int64) {
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m.mu.Lock()
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defer m.mu.Unlock()
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m.APIQuotaRemaining = remaining
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}
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// RecordCircuitBreakerTrip records a circuit breaker trip.
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func (m *Metrics) RecordCircuitBreakerTrip() {
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m.mu.Lock()
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defer m.mu.Unlock()
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m.CircuitBreakerTrips++
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}
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// RecordSearch records a completed search with its duration in nanoseconds.
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func (m *Metrics) RecordSearch(durationNS int64) {
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m.mu.Lock()
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defer m.mu.Unlock()
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m.SearchCount++
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m.SearchDuration.values = append(m.SearchDuration.values, durationNS)
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// Trim if exceeding max
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if len(m.SearchDuration.values) > m.SearchDuration.maxValues {
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m.SearchDuration.values = m.SearchDuration.values[len(m.SearchDuration.values)-m.SearchDuration.maxValues:]
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}
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}
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// GetCacheHitRate returns the hit rate (hits / (hits + misses)) for a layer.
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func (m *Metrics) GetCacheHitRate(layer string) float64 {
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m.mu.Lock()
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defer m.mu.Unlock()
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hits := m.CacheHits[layer]
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misses := m.CacheMisses[layer]
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total := hits + misses
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if total == 0 {
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return 0
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}
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return float64(hits) / float64(total)
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}
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// GetMetricsJSON returns all metrics as a JSON-friendly map.
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func (m *Metrics) GetMetricsJSON() map[string]interface{} {
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m.mu.Lock()
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defer m.mu.Unlock()
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avgSearchDuration := 0.0
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if m.SearchCount > 0 && len(m.SearchDuration.values) > 0 {
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var total int64
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for _, v := range m.SearchDuration.values {
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total += v
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}
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avgSearchDuration = float64(total) / float64(len(m.SearchDuration.values)) / 1e6 // convert to milliseconds
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}
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result := map[string]interface{}{
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"cache_hits": m.CacheHits,
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"cache_misses": m.CacheMisses,
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"cache_hit_rate": m.getOverallHitRate(),
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"api_quota_remaining": m.APIQuotaRemaining,
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"circuit_breaker_trips": m.CircuitBreakerTrips,
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"search_count": m.SearchCount,
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"avg_search_duration_ms": avgSearchDuration,
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"layer_ttls": m.layerTTLs,
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}
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return result
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}
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|
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// getOverallHitRate calculates overall hit rate across all layers.
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func (m *Metrics) getOverallHitRate() float64 {
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var totalHits, totalMisses int64
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for _, hits := range m.CacheHits {
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totalHits += hits
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}
|
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for _, misses := range m.CacheMisses {
|
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totalMisses += misses
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}
|
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total := totalHits + totalMisses
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if total == 0 {
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return 0
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}
|
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return float64(totalHits) / float64(total)
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}
|
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|
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// SetLayerTTL sets the TTL for a cache layer (for documentation/observability).
|
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func (m *Metrics) SetLayerTTL(layer string, ttl time.Duration) {
|
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m.mu.Lock()
|
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defer m.mu.Unlock()
|
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m.layerTTLs[layer] = ttl
|
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}
|
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|
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// GetLayerTTL returns the TTL for a cache layer.
|
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func (m *Metrics) GetLayerTTL(layer string) (time.Duration, bool) {
|
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m.mu.Lock()
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defer m.mu.Unlock()
|
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ttl, ok := m.layerTTLs[layer]
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return ttl, ok
|
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}
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@@ -5,20 +5,23 @@ import (
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"fmt"
|
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|
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"trip-planner/internal/cache"
|
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"trip-planner/internal/metrics"
|
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"trip-planner/internal/yandex"
|
||||
)
|
||||
|
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// SearchCacheService handles caching and on-demand Yandex /search calls.
|
||||
type SearchCacheService struct {
|
||||
cache *cache.CacheAside
|
||||
yclient *yandex.Client
|
||||
cache *cache.CacheAside
|
||||
yclient *yandex.Client
|
||||
metrics *metrics.Metrics
|
||||
}
|
||||
|
||||
// NewSearchCacheService creates a new search cache service.
|
||||
func NewSearchCacheService(cacheStore cache.Cache, yclient *yandex.Client) *SearchCacheService {
|
||||
func NewSearchCacheService(cacheStore cache.Cache, yclient *yandex.Client, m *metrics.Metrics) *SearchCacheService {
|
||||
return &SearchCacheService{
|
||||
cache: cache.NewCacheAside(cacheStore),
|
||||
cache: cache.NewCacheAside(cacheStore, m),
|
||||
yclient: yclient,
|
||||
metrics: m,
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
@@ -9,6 +9,8 @@ import (
|
||||
"net/url"
|
||||
"sync"
|
||||
"time"
|
||||
|
||||
"trip-planner/internal/metrics"
|
||||
)
|
||||
|
||||
// Client represents a Yandex Schedules API client with rate limiting,
|
||||
@@ -19,6 +21,7 @@ type Client struct {
|
||||
rateLimiter *tokenBucket
|
||||
circuitBreaker *circuitBreaker
|
||||
retryConfig *retryConfig
|
||||
metrics *metrics.Metrics
|
||||
}
|
||||
|
||||
// tokenBucket implements a token bucket rate limiter.
|
||||
@@ -111,6 +114,13 @@ func WithRetryConfig(maxRetries int, baseBackoff, maxBackoff time.Duration, jitt
|
||||
}
|
||||
}
|
||||
|
||||
// WithMetrics sets the metrics recorder for the client.
|
||||
func WithMetrics(m *metrics.Metrics) Option {
|
||||
return func(c *Client) {
|
||||
c.metrics = m
|
||||
}
|
||||
}
|
||||
|
||||
// Do executes a Yandex API request with rate limiting, circuit breaking, and retry.
|
||||
func (c *Client) Do(ctx context.Context, method, path string, query map[string]string) (*Response, error) {
|
||||
// Apply rate limiting
|
||||
@@ -128,6 +138,7 @@ func (c *Client) Do(ctx context.Context, method, path string, query map[string]s
|
||||
for attempt := 0; attempt <= c.retryConfig.maxRetries; attempt++ {
|
||||
// Check circuit breaker on each retry attempt
|
||||
if !c.circuitBreaker.allow() {
|
||||
c.metrics.RecordCircuitBreakerTrip()
|
||||
return nil, fmt.Errorf("circuit breaker is open")
|
||||
}
|
||||
|
||||
@@ -155,6 +166,7 @@ func (c *Client) Do(ctx context.Context, method, path string, query map[string]s
|
||||
}
|
||||
|
||||
c.circuitBreaker.recordFailure() // final failure
|
||||
c.metrics.RecordCircuitBreakerTrip()
|
||||
return nil, err
|
||||
}
|
||||
|
||||
@@ -248,7 +260,6 @@ func (e *APIError) Error() string {
|
||||
return fmt.Sprintf("API error %d: %s", e.Code, e.Message)
|
||||
}
|
||||
|
||||
// newAPIError creates an APIError from an HTTP response.
|
||||
func newAPIError(code int, message string) *APIError {
|
||||
return &APIError{Code: code, Message: message}
|
||||
}
|
||||
@@ -320,9 +331,6 @@ func newCircuitBreaker() *circuitBreaker {
|
||||
}
|
||||
|
||||
|
||||
// ResetCircuitBreaker resets the circuit breaker to its initial closed state.
|
||||
// This is useful for testing or recovery scenarios where the circuit needs to be
|
||||
// manually reset without waiting for the timeout.
|
||||
func (cb *circuitBreaker) ResetCircuitBreaker() {
|
||||
cb.mu.Lock()
|
||||
defer cb.mu.Unlock()
|
||||
@@ -403,4 +411,4 @@ func applyJitter(backoff time.Duration) time.Duration {
|
||||
func randFloat64() float64 {
|
||||
// Use math/rand with a seed based on function call index for variability
|
||||
return rand.Float64()
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user