feat: 添加过载保护、背压和熔断机制
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This commit is contained in:
freedakgmail
2026-08-03 08:12:28 +08:00
parent 5bcfbdb88d
commit e7e98271d4
8 changed files with 704 additions and 36 deletions
+203 -3
View File
@@ -3,6 +3,7 @@ package server
import (
"context"
"encoding/json"
"fmt"
"net/http"
"strings"
"time"
@@ -10,10 +11,12 @@ import (
"github.com/edgeai/gateway/internal/adapter"
"github.com/edgeai/gateway/internal/auth"
"github.com/edgeai/gateway/internal/config"
ctxasm "github.com/edgeai/gateway/internal/context"
"github.com/edgeai/gateway/internal/handler"
"github.com/edgeai/gateway/internal/middleware"
"github.com/edgeai/gateway/internal/observability"
"github.com/edgeai/gateway/internal/router"
"github.com/edgeai/gateway/internal/session"
"github.com/edgeai/gateway/internal/task"
"github.com/edgeai/gateway/pkg/api"
"github.com/google/uuid"
@@ -70,9 +73,26 @@ func (s *Server) handleChatCompletions(w http.ResponseWriter, r *http.Request) {
priority = int(task.PriorityNormal) // downgrade to P2 if not allowed P0
}
// Backpressure check: reject low-priority requests under high load
s.backpressure.Update(s.scheduler.RunningCount(), s.scheduler.QueueLength())
if !s.backpressure.ShouldAccept(priority) {
reason := s.backpressure.RejectReason(priority)
s.metrics.IncRequest("backpressure_rejected")
handler.WriteError(w, handler.NewGatewayErrorWithID(handler.ErrQueueFull, reason, requestID))
return
}
// Circuit breaker check
if !s.breaker.AllowRequest() {
s.metrics.IncRequest("circuit_open")
handler.WriteError(w, handler.NewGatewayErrorWithID(handler.ErrModelUnavailable, "circuit breaker open, please retry later", requestID))
return
}
// Create task
taskID := uuid.New().String()
tk := task.NewTask(taskID, requestID, identity.AppID, identity.TenantID, req.Model, task.TaskPriority(priority), req.Stream)
tk.SessionID = req.SessionID
// Submit to scheduler
if err := s.scheduler.Submit(tk); err != nil {
@@ -84,6 +104,7 @@ func (s *Server) handleChatCompletions(w http.ResponseWriter, r *http.Request) {
s.metrics.SetQueueLength(s.scheduler.QueueLength())
// Wait for task to be dequeued
queueStart := time.Now()
ctx, cancel := context.WithTimeout(r.Context(), time.Duration(s.cfg.Timeouts.DefaultQueueMs)*time.Millisecond)
defer cancel()
@@ -91,19 +112,37 @@ func (s *Server) handleChatCompletions(w http.ResponseWriter, r *http.Request) {
if err != nil {
s.scheduler.Complete(tk.ID)
s.metrics.IncRequest("queue_timeout")
tk.Transition(task.StateTimedOut)
handler.WriteError(w, handler.NewGatewayErrorWithID(handler.ErrQueueTimeout, "queue timeout", requestID))
return
}
// Record queue time
dequeued.QueueMs = int(time.Since(queueStart) / time.Millisecond)
// Transition to RUNNING
dequeued.Transition(task.StateRunning)
s.metrics.SetRunningTasks(s.scheduler.RunningCount())
// Build adapter request
// Build adapter request — assemble context if session_id provided
messages := req.Messages
if req.SessionID != "" {
sess, err := s.sessions.Get(req.SessionID)
if err == nil && sess != nil {
// Load session history and assemble context
history := s.loadSessionHistory(sess)
if len(history) > 0 {
assembler := ctxasm.NewAssembler(&s.cfg.Context)
result := assembler.Assemble(history, req.Messages, target.ContextWindow, target.MaxOutputTokens, req.ContextPolicy)
messages = result.Messages
}
}
}
adapterReq := &adapter.ChatRequest{
RequestID: requestID,
Model: target.ActualModel,
Messages: req.Messages,
Messages: messages,
MaxTokens: target.MaxOutputTokens,
Temperature: req.Temperature,
TopP: req.TopP,
@@ -131,6 +170,7 @@ func (s *Server) handleStreaming(w http.ResponseWriter, r *http.Request, adapter
}
tk.Transition(task.StateStreaming)
inferenceStart := time.Now()
ch, err := adapterInst.ChatCompletionStream(r.Context(), req)
if err != nil {
@@ -146,11 +186,16 @@ func (s *Server) handleStreaming(w http.ResponseWriter, r *http.Request, adapter
s.logger.Error("streaming error", observability.F().Event("stream_error").TaskID(tk.ID).Reason(err.Error()))
tk.Transition(task.StateFailed)
s.metrics.IncTask("failed")
s.breaker.RecordError()
} else {
tk.Transition(task.StateCompleted)
s.metrics.IncTask("completed")
s.breaker.RecordSuccess()
}
tk.InferenceMs = int(time.Since(inferenceStart) / time.Millisecond)
tk.TotalMs = int(time.Since(tk.CreatedAt) / time.Millisecond)
s.metrics.AddTokens(inputTokens, outputTokens)
s.scheduler.Complete(tk.ID)
s.metrics.SetRunningTasks(s.scheduler.RunningCount())
@@ -158,18 +203,46 @@ func (s *Server) handleStreaming(w http.ResponseWriter, r *http.Request, adapter
s.metrics.IncRequest("stream_ok")
}
func (s *Server) handleNonStreaming(w http.ResponseWriter, r *http.Request, adapterInst adapter.ModelAdapter, req *adapter.ChatRequest, tk *task.Task, requestID string, _ *router.ModelTarget, logicalModel string) {
func (s *Server) handleNonStreaming(w http.ResponseWriter, r *http.Request, adapterInst adapter.ModelAdapter, req *adapter.ChatRequest, tk *task.Task, requestID string, target *router.ModelTarget, logicalModel string) {
ctx, cancel := context.WithTimeout(r.Context(), time.Duration(s.cfg.Timeouts.DefaultInferenceMs)*time.Millisecond)
defer cancel()
inferenceStart := time.Now()
resp, err := adapterInst.ChatCompletion(ctx, req)
if err != nil {
// Try overload fallback strategies
fallbackResp, fbErr := s.tryOverloadFallback(r.Context(), req, target, logicalModel)
if fbErr == nil && fallbackResp != nil {
tk.Degraded = true
tk.InferenceMs = int(time.Since(inferenceStart) / time.Millisecond)
tk.TotalMs = int(time.Since(tk.CreatedAt) / time.Millisecond)
s.scheduler.Complete(tk.ID)
tk.Transition(task.StateCompleted)
s.metrics.IncTask("completed")
s.metrics.IncRequest("ok")
s.metrics.IncRequest("overload_fallback")
s.metrics.AddTokens(fallbackResp.InputTokens, fallbackResp.OutputTokens)
s.breaker.RecordSuccess()
s.scheduler.Complete(tk.ID)
s.metrics.SetRunningTasks(s.scheduler.RunningCount())
s.metrics.SetQueueLength(s.scheduler.QueueLength())
chatResp := handler.BuildChatResponse(requestID, tk.ID, logicalModel, fallbackResp)
chatResp.Degraded = true
chatResp.Timing = s.buildTiming(tk)
handler.WriteJSON(w, http.StatusOK, chatResp)
return
}
s.scheduler.Complete(tk.ID)
tk.Transition(task.StateFailed)
s.metrics.IncTask("failed")
s.metrics.IncRequest("error")
s.breaker.RecordError()
if strings.Contains(err.Error(), "timeout") || ctx.Err() != nil {
tk.Transition(task.StateTimedOut)
handler.WriteError(w, handler.NewGatewayErrorWithID(handler.ErrInferenceTimeout, "inference timeout", requestID))
} else {
handler.WriteError(w, handler.NewGatewayErrorWithID(handler.ErrModelUnavailable, err.Error(), requestID))
@@ -177,18 +250,61 @@ func (s *Server) handleNonStreaming(w http.ResponseWriter, r *http.Request, adap
return
}
tk.InferenceMs = int(time.Since(inferenceStart) / time.Millisecond)
tk.TotalMs = int(time.Since(tk.CreatedAt) / time.Millisecond)
tk.Transition(task.StateCompleted)
s.metrics.IncTask("completed")
s.metrics.IncRequest("ok")
s.metrics.AddTokens(resp.InputTokens, resp.OutputTokens)
s.breaker.RecordSuccess()
s.scheduler.Complete(tk.ID)
s.metrics.SetRunningTasks(s.scheduler.RunningCount())
s.metrics.SetQueueLength(s.scheduler.QueueLength())
chatResp := handler.BuildChatResponse(requestID, tk.ID, logicalModel, resp)
chatResp.Timing = s.buildTiming(tk)
handler.WriteJSON(w, http.StatusOK, chatResp)
}
// tryOverloadFallback attempts fallback strategies when the primary model fails.
func (s *Server) tryOverloadFallback(ctx context.Context, req *adapter.ChatRequest, target *router.ModelTarget, logicalModel string) (*adapter.ChatResponse, error) {
exclude := map[string]bool{target.Endpoint: true}
result := s.overload.Resolve(logicalModel, exclude)
if result.Rejected {
return nil, fmt.Errorf("overload: %s", result.Reason)
}
fallbackAdapter, err := s.registry.Get(result.Target.Provider)
if err != nil {
return nil, fmt.Errorf("overload: adapter not found: %w", err)
}
fallbackReq := &adapter.ChatRequest{
RequestID: req.RequestID,
Model: result.Target.ActualModel,
Messages: req.Messages,
MaxTokens: result.Target.MaxOutputTokens,
Temperature: req.Temperature,
TopP: req.TopP,
Stream: false,
CancelCh: req.CancelCh,
}
s.logger.Info("overload fallback",
observability.F().
Event("overload_fallback").
Set("strategy", router.StrategyName(result.Strategy)).
Set("from", logicalModel).
Set("to", result.Target.LogicalModel))
fbCtx, fbCancel := context.WithTimeout(ctx, time.Duration(s.cfg.Timeouts.DefaultInferenceMs)*time.Millisecond)
defer fbCancel()
return fallbackAdapter.ChatCompletion(fbCtx, fallbackReq)
}
func (s *Server) handleModels(w http.ResponseWriter, r *http.Request) {
if r.Method != http.MethodGet {
handler.WriteError(w, handler.NewGatewayError(handler.ErrInvalidRequest, "method not allowed"))
@@ -282,3 +398,87 @@ func (s *Server) handleSessionByID(w http.ResponseWriter, r *http.Request) {
handler.WriteError(w, handler.NewGatewayError(handler.ErrInvalidRequest, "method not allowed"))
}
}
// loadSessionHistory returns the message history from a session.
func (s *Server) loadSessionHistory(sess *session.Session) []api.Message {
if sess == nil {
return nil
}
return sess.Messages
}
// buildTiming constructs Timing metadata from a task.
func (s *Server) buildTiming(tk *task.Task) *api.Timing {
return &api.Timing{
QueueMs: tk.QueueMs,
FirstTokenMs: tk.FirstTokenMs,
InferenceMs: tk.InferenceMs,
TotalMs: tk.TotalMs,
}
}
func (s *Server) handleTasks(w http.ResponseWriter, r *http.Request) {
if r.Method != http.MethodGet {
handler.WriteError(w, handler.NewGatewayError(handler.ErrInvalidRequest, "method not allowed"))
return
}
handler.WriteJSON(w, http.StatusOK, map[string]any{"tasks": []any{}})
}
func (s *Server) handleTaskByID(w http.ResponseWriter, r *http.Request) {
requestID := middleware.GetRequestID(r.Context())
taskID := strings.TrimPrefix(r.URL.Path, "/v1/tasks/")
switch r.Method {
case http.MethodGet:
tk, ok := s.scheduler.GetTask(taskID)
if !ok {
handler.WriteError(w, handler.NewGatewayErrorWithID(handler.ErrInvalidRequest, "task not found", requestID))
return
}
resp := map[string]any{
"task_id": tk.ID,
"request_id": tk.RequestID,
"session_id": tk.SessionID,
"state": string(tk.GetState()),
"priority": int(tk.Priority),
"logical_model": tk.LogicalModel,
"stream": tk.Stream,
"created_at": tk.CreatedAt.Format(time.RFC3339),
"degraded": tk.Degraded,
}
if tk.StartedAt != nil {
resp["started_at"] = tk.StartedAt.Format(time.RFC3339)
}
if tk.CompletedAt != nil {
resp["completed_at"] = tk.CompletedAt.Format(time.RFC3339)
}
if tk.CancelReason != "" {
resp["cancel_reason"] = tk.CancelReason
}
if tk.ErrorMessage != "" {
resp["error_message"] = tk.ErrorMessage
}
resp["timing"] = s.buildTiming(tk)
handler.WriteJSON(w, http.StatusOK, resp)
case http.MethodDelete:
tk, ok := s.scheduler.GetTask(taskID)
if !ok {
handler.WriteError(w, handler.NewGatewayErrorWithID(handler.ErrInvalidRequest, "task not found", requestID))
return
}
if tk.IsTerminal() {
handler.WriteError(w, handler.NewGatewayErrorWithID(handler.ErrInvalidRequest, "task already in terminal state", requestID))
return
}
tk.Cancel("client requested cancellation")
s.scheduler.Complete(tk.ID)
s.metrics.SetRunningTasks(s.scheduler.RunningCount())
s.metrics.SetQueueLength(s.scheduler.QueueLength())
handler.WriteJSON(w, http.StatusOK, map[string]string{"status": "cancelled"})
default:
handler.WriteError(w, handler.NewGatewayError(handler.ErrInvalidRequest, "method not allowed"))
}
}
+48 -17
View File
@@ -22,15 +22,18 @@ import (
// Server is the main HTTP server for the AI gateway.
type Server struct {
cfg *config.Config
logger *observability.Logger
metrics *observability.Metrics
HTTPSrv *http.Server
auth *auth.Authenticator
registry *adapter.Registry
modelMap *router.LogicalModelMapping
scheduler *scheduler.Scheduler
sessions *session.Store
cfg *config.Config
logger *observability.Logger
metrics *observability.Metrics
HTTPSrv *http.Server
auth *auth.Authenticator
registry *adapter.Registry
modelMap *router.LogicalModelMapping
scheduler *scheduler.Scheduler
sessions *session.Store
breaker *scheduler.CircuitBreaker
backpressure *scheduler.BackpressureManager
overload *router.OverloadResolver
}
// New creates a new Server instance with all components wired.
@@ -60,6 +63,9 @@ func New(cfg *config.Config, logger *observability.Logger) (*Server, error) {
// Initialize logical model mapping
modelMap := router.NewLogicalModelMapping(cfg)
// Initialize overload resolver
overloadResolver := router.NewOverloadResolver(&cfg.Routing, modelMap)
// Register adapters for each unique endpoint
registered := make(map[string]bool)
for _, mc := range cfg.Models {
@@ -78,18 +84,39 @@ func New(cfg *config.Config, logger *observability.Logger) (*Server, error) {
// Initialize scheduler
sched := scheduler.NewScheduler(&cfg.Scheduler, logger)
// Initialize circuit breaker
breaker := scheduler.NewCircuitBreaker(
cfg.CircuitBreaker.ErrorRateThreshold,
cfg.CircuitBreaker.MinRequests,
cfg.CircuitBreaker.WindowSeconds,
cfg.CircuitBreaker.OpenDurationSeconds,
cfg.CircuitBreaker.HalfOpenMaxRequests,
)
// Initialize backpressure manager
bp := scheduler.NewBackpressureManager(
cfg.Scheduler.MaxRunningTasks,
cfg.Scheduler.MaxQueuedTasks,
cfg.Backpressure.Level1Threshold,
cfg.Backpressure.Level2Threshold,
cfg.Backpressure.Level3Threshold,
)
// Initialize metrics
metrics := observability.NewMetrics()
s := &Server{
cfg: cfg,
logger: logger,
metrics: metrics,
auth: authenticator,
registry: registry,
modelMap: modelMap,
scheduler: sched,
sessions: sessionStore,
cfg: cfg,
logger: logger,
metrics: metrics,
auth: authenticator,
registry: registry,
modelMap: modelMap,
scheduler: sched,
sessions: sessionStore,
breaker: breaker,
backpressure: bp,
overload: overloadResolver,
}
mux := http.NewServeMux()
@@ -128,6 +155,10 @@ func (s *Server) registerRoutes(mux *http.ServeMux) {
// Session management
mux.HandleFunc("/v1/sessions", s.handleSessions)
mux.HandleFunc("/v1/sessions/", s.handleSessionByID)
// Task management
mux.HandleFunc("/v1/tasks", s.handleTasks)
mux.HandleFunc("/v1/tasks/", s.handleTaskByID)
}
// Authenticator returns the authenticator instance (for testing/management).