初始提交:边缘AI算力机统一AI通讯层
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package observability
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import (
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"fmt"
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"net/http"
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"sync"
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"sync/atomic"
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)
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// Metrics holds all Prometheus-compatible metrics for the gateway.
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type Metrics struct {
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mu sync.RWMutex
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// Counters
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requestsTotal map[string]int64 // by status
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tasksTotal map[string]int64 // by state
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tokensInputTotal int64
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tokensOutputTotal int64
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cancellationsTotal int64
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queueTimeoutsTotal int64
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firstTokenTimeoutsTotal int64
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inferenceTimeoutsTotal int64
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degradedRequestsTotal int64
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// Gauges
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queueLength int64
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runningTasks int64
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activeSessions int64
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backpressureLevel int64
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// Histograms (simplified as buckets)
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gatewayLatencyBuckets map[string]int64
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firstTokenLatencyBuckets map[string]int64
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}
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// NewMetrics creates a new Metrics instance.
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func NewMetrics() *Metrics {
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return &Metrics{
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requestsTotal: make(map[string]int64),
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tasksTotal: make(map[string]int64),
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gatewayLatencyBuckets: make(map[string]int64),
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firstTokenLatencyBuckets: make(map[string]int64),
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}
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}
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// IncRequest increments the request counter by status.
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func (m *Metrics) IncRequest(status string) {
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key := fmt.Sprintf("status=%s", status)
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m.mu.Lock()
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m.requestsTotal[key]++
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m.mu.Unlock()
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}
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// IncTask increments the task counter by final state.
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func (m *Metrics) IncTask(state string) {
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key := fmt.Sprintf("state=%s", state)
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m.mu.Lock()
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m.tasksTotal[key]++
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m.mu.Unlock()
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}
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// AddTokens adds to the token counters.
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func (m *Metrics) AddTokens(input, output int) {
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atomic.AddInt64(&m.tokensInputTotal, int64(input))
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atomic.AddInt64(&m.tokensOutputTotal, int64(output))
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}
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// IncCancellation increments the cancellation counter.
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func (m *Metrics) IncCancellation() {
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atomic.AddInt64(&m.cancellationsTotal, 1)
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}
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// IncQueueTimeout increments the queue timeout counter.
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func (m *Metrics) IncQueueTimeout() {
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atomic.AddInt64(&m.queueTimeoutsTotal, 1)
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}
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// IncFirstTokenTimeout increments the first token timeout counter.
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func (m *Metrics) IncFirstTokenTimeout() {
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atomic.AddInt64(&m.firstTokenTimeoutsTotal, 1)
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}
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// IncInferenceTimeout increments the inference timeout counter.
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func (m *Metrics) IncInferenceTimeout() {
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atomic.AddInt64(&m.inferenceTimeoutsTotal, 1)
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}
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// IncDegraded increments the degraded request counter.
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func (m *Metrics) IncDegraded() {
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atomic.AddInt64(&m.degradedRequestsTotal, 1)
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}
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// SetQueueLength sets the current queue length gauge.
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func (m *Metrics) SetQueueLength(n int) {
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atomic.StoreInt64(&m.queueLength, int64(n))
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}
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// SetRunningTasks sets the running tasks gauge.
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func (m *Metrics) SetRunningTasks(n int) {
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atomic.StoreInt64(&m.runningTasks, int64(n))
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}
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// SetActiveSessions sets the active sessions gauge.
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func (m *Metrics) SetActiveSessions(n int) {
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atomic.StoreInt64(&m.activeSessions, int64(n))
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}
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// SetBackpressureLevel sets the backpressure level gauge.
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func (m *Metrics) SetBackpressureLevel(level int) {
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atomic.StoreInt64(&m.backpressureLevel, int64(level))
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}
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// ObserveGatewayLatency records gateway latency in a histogram bucket.
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func (m *Metrics) ObserveGatewayLatency(ms int64) {
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bucket := latencyBucket(ms)
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m.mu.Lock()
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m.gatewayLatencyBuckets[bucket]++
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m.mu.Unlock()
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}
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// ObserveFirstTokenLatency records first token latency in a histogram bucket.
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func (m *Metrics) ObserveFirstTokenLatency(ms int64) {
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bucket := latencyBucket(ms)
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m.mu.Lock()
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m.firstTokenLatencyBuckets[bucket]++
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m.mu.Unlock()
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}
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func latencyBucket(ms int64) string {
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buckets := []int64{5, 10, 25, 50, 100, 250, 500, 1000, 2500, 5000, 10000}
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for _, b := range buckets {
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if ms <= b {
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return fmt.Sprintf("le_%d", b)
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}
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}
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return "le_inf"
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}
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// Handler returns an http.HandlerFunc that writes Prometheus-format metrics.
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func (m *Metrics) Handler() http.HandlerFunc {
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return func(w http.ResponseWriter, r *http.Request) {
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w.Header().Set("Content-Type", "text/plain; version=0.0.4; charset=utf-8")
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// Counters
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m.mu.RLock()
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for key, val := range m.requestsTotal {
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fmt.Fprintf(w, "edgeai_requests_total{%s} %d\n", key, val)
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}
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for key, val := range m.tasksTotal {
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fmt.Fprintf(w, "edgeai_tasks_total{%s} %d\n", key, val)
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}
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m.mu.RUnlock()
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fmt.Fprintf(w, "edgeai_tokens_input_total %d\n", atomic.LoadInt64(&m.tokensInputTotal))
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fmt.Fprintf(w, "edgeai_tokens_output_total %d\n", atomic.LoadInt64(&m.tokensOutputTotal))
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fmt.Fprintf(w, "edgeai_cancellations_total %d\n", atomic.LoadInt64(&m.cancellationsTotal))
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fmt.Fprintf(w, "edgeai_queue_timeouts_total %d\n", atomic.LoadInt64(&m.queueTimeoutsTotal))
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fmt.Fprintf(w, "edgeai_first_token_timeouts_total %d\n", atomic.LoadInt64(&m.firstTokenTimeoutsTotal))
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fmt.Fprintf(w, "edgeai_inference_timeouts_total %d\n", atomic.LoadInt64(&m.inferenceTimeoutsTotal))
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fmt.Fprintf(w, "edgeai_degraded_requests_total %d\n", atomic.LoadInt64(&m.degradedRequestsTotal))
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// Gauges
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fmt.Fprintf(w, "edgeai_queue_length %d\n", atomic.LoadInt64(&m.queueLength))
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fmt.Fprintf(w, "edgeai_running_tasks %d\n", atomic.LoadInt64(&m.runningTasks))
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fmt.Fprintf(w, "edgeai_active_sessions %d\n", atomic.LoadInt64(&m.activeSessions))
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fmt.Fprintf(w, "edgeai_backpressure_level %d\n", atomic.LoadInt64(&m.backpressureLevel))
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// Histograms
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m.mu.RLock()
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for bucket, count := range m.gatewayLatencyBuckets {
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fmt.Fprintf(w, "edgeai_gateway_latency_bucket{%s} %d\n", bucket, count)
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}
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for bucket, count := range m.firstTokenLatencyBuckets {
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fmt.Fprintf(w, "edgeai_first_token_latency_bucket{%s} %d\n", bucket, count)
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}
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m.mu.RUnlock()
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}
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}
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