Files
easyai-ai-gateway/apps/api/internal/runner/queue_worker.go
T
wangbo 3aa78d3e5c perf(worker): 按实例内存上限扩展异步容量
将策略推导出的集群目标与单 Worker 内存安全上限分离,避免失活实例的全部容量转移到单个 2 GiB Pod。

生产环境单实例上限和媒体物化并发设为 24;两实例正常时总容量由 16 提升至 48,后续可通过增加 Worker 节点继续扩展。新增 0093 迁移保存实例容量上限,并兼容滚动发布中的旧实例。

风险:更高媒体并发会增加 Worker 和节点内存压力,保留单实例 24 的硬边界并由持续监控观察 RSS、OOM、队列与节点余量。

验证:go test ./... -count=1;go vet ./...;真实 PostgreSQL 分配与故障转移测试;迁移安全检查;kubectl kustomize;gofmt -l;git diff --check。
2026-07-30 15:08:54 +08:00

650 lines
20 KiB
Go

package runner
import (
"context"
"errors"
"fmt"
"os"
"strings"
"time"
"github.com/easyai/easyai-ai-gateway/apps/api/internal/auth"
"github.com/easyai/easyai-ai-gateway/apps/api/internal/store"
"github.com/google/uuid"
"github.com/jackc/pgx/v5"
"github.com/riverqueue/river"
"github.com/riverqueue/river/riverdriver/riverpgxv5"
"github.com/riverqueue/river/rivermigrate"
"github.com/riverqueue/river/rivertype"
)
const (
asyncTaskQueueName = "gateway_tasks"
orphanedRiverJobScanInterval = 15 * time.Second
orphanedRiverJobWorkerStaleAfter = 45 * time.Second
orphanedRiverJobRecoveryBatchSize = 100
asyncQueueStartupMaxAttempts = 3
asyncQueueStartupRetryDelay = 2 * time.Second
)
type asyncTaskArgs struct {
TaskID string `json:"task_id" river:"unique"`
}
type asyncExecutionClient interface {
Start(context.Context) error
Stop(context.Context) error
StopAndCancel(context.Context) error
}
func (asyncTaskArgs) Kind() string { return "gateway_task_run" }
type asyncTaskWorker struct {
river.WorkerDefaults[asyncTaskArgs]
service *Service
}
func (w *asyncTaskWorker) Work(ctx context.Context, job *river.Job[asyncTaskArgs]) error {
task, err := w.service.store.GetTask(ctx, job.Args.TaskID)
if err != nil {
return err
}
if task.Status == "succeeded" || task.Status == "failed" || task.Status == "cancelled" {
return nil
}
executionToken := uuid.NewString()
result, runErr := w.service.executeWithToken(ctx, task, authUserFromTask(task), nil, executionToken)
if runErr == nil {
w.service.logger.Debug("river async task completed", "taskID", task.ID, "status", result.Task.Status, "riverJobID", job.ID)
return nil
}
if errors.Is(runErr, store.ErrTaskExecutionLeaseUnavailable) {
w.service.logger.Debug("river async task execution lease already held", "taskID", task.ID, "riverJobID", job.ID)
return nil
}
if errors.Is(runErr, store.ErrTaskExecutionManualReview) {
w.service.logger.Warn("river async task moved to manual review after ambiguous upstream submission", "taskID", task.ID, "riverJobID", job.ID)
return nil
}
var queuedErr *TaskQueuedError
if errors.As(runErr, &queuedErr) {
return river.JobSnooze(queuedErr.Delay)
}
if ctx.Err() != nil {
task.ExecutionToken = executionToken
queued, queueErr := w.service.requeueInterruptedAsyncTask(context.WithoutCancel(ctx), task)
if queueErr != nil {
return queueErr
}
w.service.logger.Debug("river async task interrupted and requeued", "taskID", task.ID, "status", queued.Status, "riverJobID", job.ID)
return river.JobSnooze(0)
}
w.service.logger.Warn("river async task completed with failure", "taskID", task.ID, "error", runErr, "riverJobID", job.ID)
return nil
}
func (s *Service) StartAsyncQueueWorker(ctx context.Context) {
if err := retryAsyncQueueStartup(
ctx,
asyncQueueStartupMaxAttempts,
asyncQueueStartupRetryDelay,
func() error { return s.startRiverQueue(ctx, true) },
func(attempt int, err error) {
s.logger.Warn("start river async queue failed; retrying",
"attempt", attempt,
"maxAttempts", asyncQueueStartupMaxAttempts,
"error", err,
)
},
); err != nil {
s.logger.Error("start river async queue failed", "error", err)
panic(err)
}
}
func (s *Service) StartAsyncQueueClient(ctx context.Context) {
if err := retryAsyncQueueStartup(
ctx,
asyncQueueStartupMaxAttempts,
asyncQueueStartupRetryDelay,
func() error { return s.startRiverQueue(ctx, false) },
func(attempt int, err error) {
s.logger.Warn("start river async queue client failed; retrying",
"attempt", attempt,
"maxAttempts", asyncQueueStartupMaxAttempts,
"error", err,
)
},
); err != nil {
s.logger.Error("start river async queue client failed", "error", err)
panic(err)
}
}
func retryAsyncQueueStartup(
ctx context.Context,
maxAttempts int,
retryDelay time.Duration,
start func() error,
onRetry func(attempt int, err error),
) error {
if maxAttempts < 1 {
maxAttempts = 1
}
var lastErr error
for attempt := 1; attempt <= maxAttempts; attempt++ {
if err := start(); err != nil {
lastErr = err
if attempt == maxAttempts {
break
}
if onRetry != nil {
onRetry(attempt, err)
}
timer := time.NewTimer(retryDelay)
select {
case <-ctx.Done():
if !timer.Stop() {
<-timer.C
}
return ctx.Err()
case <-timer.C:
}
continue
}
return nil
}
return lastErr
}
func (s *Service) startRiverQueue(ctx context.Context, workerEnabled bool) error {
driver := riverpgxv5.New(s.store.Pool())
migrator, err := rivermigrate.New(driver, nil)
if err != nil {
return err
}
if _, err := migrator.Migrate(ctx, rivermigrate.DirectionUp, nil); err != nil {
return err
}
controlClient, err := river.NewClient(driver, &river.Config{
ID: s.workerInstanceID + "-control",
Logger: s.logger,
TestOnly: s.cfg.AppEnv == "test",
})
if err != nil {
return err
}
if !workerEnabled {
s.riverMu.Lock()
s.riverControlClient = controlClient
s.riverExecutionClient = nil
s.riverWorkerCapacity = 0
s.riverDrainingClients = make(map[asyncExecutionClient]struct{})
s.riverMu.Unlock()
if err := s.recoverAsyncRiverJobs(ctx); err != nil {
s.riverMu.Lock()
s.riverControlClient = nil
s.riverMu.Unlock()
return err
}
go s.stopAsyncWorkersOnShutdown(ctx)
s.logger.Info("river async queue client initialized without execution workers")
return nil
}
snapshot, err := s.loadAsyncWorkerCapacity(ctx)
if err != nil {
return fmt.Errorf("calculate initial async worker capacity: %w", err)
}
var executionClient asyncExecutionClient
if snapshot.Capacity > 0 {
executionClient, err = s.makeAsyncExecutionClient(snapshot.Capacity)
if err != nil {
return err
}
if err := executionClient.Start(ctx); err != nil {
cleanupCtx, cancel := context.WithTimeout(context.Background(), 10*time.Second)
_ = executionClient.StopAndCancel(cleanupCtx)
cancel()
return err
}
}
s.riverMu.Lock()
s.riverControlClient = controlClient
s.riverExecutionClient = executionClient
s.riverWorkerCapacity = snapshot.Capacity
s.riverDrainingClients = make(map[asyncExecutionClient]struct{})
s.riverMu.Unlock()
s.observeAsyncWorkerCapacity(snapshot)
s.logger.Info("async worker capacity initialized",
"capacity", snapshot.Capacity,
"desiredCapacity", snapshot.Desired,
"activeInstances", snapshot.ActiveInstances,
"globalCapacity", snapshot.GlobalCapacity,
"instanceID", snapshot.InstanceID,
"instanceHardLimit", s.cfg.AsyncWorkerInstanceHardLimit,
"hardLimit", snapshot.HardLimit,
"enabledModels", snapshot.EnabledModels,
"unlimitedModels", snapshot.UnlimitedModels,
"modelDesired", snapshot.ModelDesired,
"enabledGroups", snapshot.EnabledGroups,
"unlimitedGroups", snapshot.UnlimitedGroups,
"groupDesired", snapshot.GroupDesired,
"capped", snapshot.Capped,
)
if err := s.recoverAsyncRiverJobs(ctx); err != nil {
cleanupCtx, cancel := context.WithTimeout(context.Background(), 10*time.Second)
if executionClient != nil {
_ = executionClient.StopAndCancel(cleanupCtx)
}
cancel()
return err
}
go s.refreshAsyncWorkerCapacity(ctx)
go s.dispatchWaitingAsyncAdmissions(ctx)
go s.reapExpiredTaskAdmissions(ctx)
go s.recoverOrphanedAsyncRiverJobs(ctx)
go s.stopAsyncWorkersOnShutdown(ctx)
return nil
}
func (s *Service) newRiverAsyncExecutionClient(capacity int) (*river.Client[pgx.Tx], error) {
workers := river.NewWorkers()
if err := river.AddWorkerSafely(workers, &asyncTaskWorker{service: s}); err != nil {
return nil, err
}
return river.NewClient(riverpgxv5.New(s.store.Pool()), &river.Config{
ID: fmt.Sprintf("%s-exec-%d-%d", s.workerInstanceID, capacity, time.Now().UnixNano()),
JobTimeout: -1,
Logger: s.logger,
CompletedJobRetentionPeriod: 24 * time.Hour,
Queues: map[string]river.QueueConfig{
asyncTaskQueueName: {MaxWorkers: capacity},
},
// Provider-backed media jobs commonly poll for 10-20 minutes. River may
// execute a still-running job again once this window elapses, so keep the
// rescue horizon above the longest configured provider poll timeout.
RescueStuckJobsAfter: time.Hour,
TestOnly: s.cfg.AppEnv == "test",
Workers: workers,
})
}
func (s *Service) makeAsyncExecutionClient(capacity int) (asyncExecutionClient, error) {
if s.asyncClientFactory != nil {
return s.asyncClientFactory(capacity)
}
return s.newRiverAsyncExecutionClient(capacity)
}
func (s *Service) loadAsyncWorkerCapacity(ctx context.Context) (store.AsyncWorkerCapacitySnapshot, error) {
if s.asyncCapacityLoader != nil {
return s.asyncCapacityLoader(ctx, s.cfg.AsyncWorkerHardLimit)
}
snapshot, err := s.store.AsyncWorkerCapacity(ctx, s.cfg.AsyncWorkerHardLimit)
if err != nil {
return store.AsyncWorkerCapacitySnapshot{}, err
}
allocation, err := s.store.RegisterWorkerInstance(ctx, store.WorkerRegistrationInput{
InstanceID: s.workerInstanceID,
PodUID: strings.TrimSpace(os.Getenv("POD_UID")),
PodName: strings.TrimSpace(os.Getenv("POD_NAME")),
Site: strings.TrimSpace(os.Getenv("EASYAI_SITE")),
Revision: strings.TrimSpace(os.Getenv("AI_GATEWAY_REVISION")),
DesiredCapacity: snapshot.Capacity,
CapacityLimit: s.cfg.AsyncWorkerInstanceHardLimit,
HeartbeatStaleAfter: time.Duration(s.cfg.AsyncWorkerRefreshIntervalSeconds) * 6 * time.Second,
})
if err != nil {
return store.AsyncWorkerCapacitySnapshot{}, err
}
snapshot.Capacity = allocation.Allocated
snapshot.GlobalCapacity = allocation.GlobalAllocated
snapshot.ActiveInstances = allocation.ActiveInstances
snapshot.InstanceID = allocation.InstanceID
return snapshot, nil
}
func (s *Service) refreshAsyncWorkerCapacity(ctx context.Context) {
ticker := time.NewTicker(time.Duration(s.cfg.AsyncWorkerRefreshIntervalSeconds) * time.Second)
defer ticker.Stop()
for {
select {
case <-ctx.Done():
return
case <-ticker.C:
s.resizeAsyncWorkerCapacity(ctx)
}
}
}
func (s *Service) resizeAsyncWorkerCapacity(ctx context.Context) {
snapshot, err := s.loadAsyncWorkerCapacity(ctx)
if err != nil {
s.observeAsyncWorkerResize("refresh_failed")
s.logger.Warn("refresh async worker capacity failed; keeping current client", "error", err)
return
}
s.riverMu.RLock()
currentCapacity := s.riverWorkerCapacity
s.riverMu.RUnlock()
s.observeAsyncWorkerCapacity(snapshot)
if snapshot.Capacity == currentCapacity {
return
}
var newClient asyncExecutionClient
if snapshot.Capacity > 0 {
newClient, err = s.makeAsyncExecutionClient(snapshot.Capacity)
if err != nil {
s.observeAsyncWorkerResize("create_failed")
s.logger.Warn("create replacement async worker client failed; keeping current client",
"error", err, "currentCapacity", currentCapacity, "desiredCapacity", snapshot.Capacity)
return
}
if err := newClient.Start(ctx); err != nil {
cleanupCtx, cancel := context.WithTimeout(context.Background(), 10*time.Second)
_ = newClient.StopAndCancel(cleanupCtx)
cancel()
s.observeAsyncWorkerResize("start_failed")
s.logger.Warn("start replacement async worker client failed; keeping current client",
"error", err, "currentCapacity", currentCapacity, "desiredCapacity", snapshot.Capacity)
return
}
}
if ctx.Err() != nil {
cleanupCtx, cancel := context.WithTimeout(context.Background(), 10*time.Second)
if newClient != nil {
_ = newClient.StopAndCancel(cleanupCtx)
}
cancel()
return
}
s.riverMu.Lock()
oldClient := s.riverExecutionClient
s.riverExecutionClient = newClient
s.riverWorkerCapacity = snapshot.Capacity
if oldClient != nil {
if s.riverDrainingClients == nil {
s.riverDrainingClients = make(map[asyncExecutionClient]struct{})
}
s.riverDrainingClients[oldClient] = struct{}{}
}
s.riverMu.Unlock()
s.observeAsyncWorkerResize("success")
s.logger.Info("async worker capacity resized",
"previousCapacity", currentCapacity,
"capacity", snapshot.Capacity,
"desiredCapacity", snapshot.Desired,
"activeInstances", snapshot.ActiveInstances,
"globalCapacity", snapshot.GlobalCapacity,
"instanceID", snapshot.InstanceID,
"instanceHardLimit", s.cfg.AsyncWorkerInstanceHardLimit,
"hardLimit", snapshot.HardLimit,
"modelDesired", snapshot.ModelDesired,
"groupDesired", snapshot.GroupDesired,
"capped", snapshot.Capped,
)
if oldClient != nil {
go s.drainAsyncWorkerClient(oldClient)
}
}
func (s *Service) drainAsyncWorkerClient(client asyncExecutionClient) {
stopCtx, cancel := context.WithTimeout(context.Background(), time.Hour)
defer cancel()
if err := client.Stop(stopCtx); err != nil {
s.logger.Warn("gracefully drain previous async worker client failed", "error", err)
}
s.riverMu.Lock()
delete(s.riverDrainingClients, client)
s.riverMu.Unlock()
}
func (s *Service) stopAsyncWorkersOnShutdown(ctx context.Context) {
<-ctx.Done()
if s.store != nil && strings.TrimSpace(s.workerInstanceID) != "" {
drainCtx, drainCancel := context.WithTimeout(context.Background(), 5*time.Second)
if err := s.store.MarkWorkerDraining(drainCtx, s.workerInstanceID); err != nil && !errors.Is(err, pgx.ErrNoRows) {
s.logger.Warn("mark async worker draining failed", "error", err)
}
drainCancel()
}
s.riverMu.Lock()
s.riverControlClient = nil
clients := make([]asyncExecutionClient, 0, 1+len(s.riverDrainingClients))
if s.riverExecutionClient != nil {
clients = append(clients, s.riverExecutionClient)
}
for client := range s.riverDrainingClients {
clients = append(clients, client)
}
s.riverExecutionClient = nil
s.riverDrainingClients = nil
s.riverMu.Unlock()
for _, client := range clients {
stopCtx, cancel := context.WithTimeout(context.Background(), 10*time.Second)
if err := client.StopAndCancel(stopCtx); err != nil {
s.logger.Warn("stop river async queue failed", "error", err)
}
cancel()
}
}
func (s *Service) asyncControlClient() *river.Client[pgx.Tx] {
s.riverMu.RLock()
defer s.riverMu.RUnlock()
return s.riverControlClient
}
func (s *Service) observeAsyncWorkerCapacity(snapshot store.AsyncWorkerCapacitySnapshot) {
observer, ok := s.billingMetrics.(interface {
SetAsyncWorkerCapacity(current, desired, hardLimit int, capped bool)
})
if ok {
observer.SetAsyncWorkerCapacity(snapshot.Capacity, snapshot.Desired, snapshot.HardLimit, snapshot.Capped)
}
distributedObserver, ok := s.billingMetrics.(interface {
SetDistributedWorkerCapacity(activeInstances, globalCapacity, allocatedCapacity int)
})
if ok {
distributedObserver.SetDistributedWorkerCapacity(snapshot.ActiveInstances, snapshot.GlobalCapacity, snapshot.Capacity)
}
}
func (s *Service) observeAsyncWorkerResize(outcome string) {
observer, ok := s.billingMetrics.(interface {
ObserveAsyncWorkerResize(string)
})
if ok {
observer.ObserveAsyncWorkerResize(outcome)
}
}
func (s *Service) EnqueueAsyncTask(ctx context.Context, task store.GatewayTask) error {
return s.enqueueAsyncTaskWithOptions(ctx, task.ID, asyncTaskInsertOpts(task))
}
func (s *Service) enqueueAsyncTaskWithOptions(ctx context.Context, taskID string, opts *river.InsertOpts) error {
tx, err := s.store.Pool().Begin(ctx)
if err != nil {
return err
}
defer tx.Rollback(ctx)
if err := s.enqueueAsyncTaskTx(ctx, tx, taskID, opts); err != nil {
return err
}
return tx.Commit(ctx)
}
func (s *Service) enqueueAsyncTaskTx(ctx context.Context, tx pgx.Tx, taskID string, opts *river.InsertOpts) error {
riverClient := s.asyncControlClient()
if riverClient == nil {
return errors.New("river async queue is not started")
}
result, err := riverClient.InsertTx(ctx, tx, asyncTaskArgs{TaskID: taskID}, opts)
if err != nil {
return err
}
if result.Job != nil {
if _, err := tx.Exec(ctx, `
UPDATE gateway_tasks
SET river_job_id = $2,
updated_at = now()
WHERE id = $1::uuid`, taskID, result.Job.ID); err != nil {
return err
}
}
return nil
}
func (s *Service) WakeAsyncQueueAfter(ctx context.Context, delay time.Duration) {
}
func (s *Service) RunAsyncTask(ctx context.Context, task store.GatewayTask, user *auth.User) {
if err := s.EnqueueAsyncTask(ctx, task); err != nil {
s.logger.Warn("enqueue river async task failed", "taskID", task.ID, "error", err)
}
}
func (s *Service) recoverAsyncRiverJobs(ctx context.Context) error {
riverClient := s.asyncControlClient()
if riverClient == nil {
return errors.New("river async queue is not started")
}
items, err := s.store.ListRecoverableAsyncTasks(ctx, 1000)
if err != nil {
return err
}
for _, item := range items {
if admission, admissionErr := s.store.GetTaskAdmission(ctx, item.ID); admissionErr == nil && admission.Status == "waiting" {
continue
} else if admissionErr != nil && !errors.Is(admissionErr, pgx.ErrNoRows) {
return admissionErr
}
if err := s.enqueueAsyncTaskWithOptions(ctx, item.ID, asyncTaskRecoveryInsertOpts(item, time.Now())); err != nil {
return err
}
}
if len(items) > 0 {
s.logger.Info("river async queue recovered persisted tasks", "count", len(items))
}
return nil
}
func (s *Service) recoverOrphanedAsyncRiverJobs(ctx context.Context) {
recoverJobs := func() {
runtimeRecovery, err := s.store.RecoverInterruptedRuntimeState(ctx)
if err != nil {
if ctx.Err() == nil {
s.logger.Warn("recover interrupted runtime state from worker failed", "error", err)
}
return
}
if runtimeRecovery.ReleasedConcurrencyLeases > 0 ||
runtimeRecovery.ReleasedRateReservations > 0 ||
runtimeRecovery.FailedAttempts > 0 ||
runtimeRecovery.FailedTasks > 0 ||
runtimeRecovery.RequeuedAsyncTasks > 0 ||
runtimeRecovery.CleanedTaskAdmissions > 0 {
s.logger.Warn("interrupted runtime state recovered by worker",
"releasedConcurrencyLeases", runtimeRecovery.ReleasedConcurrencyLeases,
"releasedRateReservations", runtimeRecovery.ReleasedRateReservations,
"failedAttempts", runtimeRecovery.FailedAttempts,
"failedTasks", runtimeRecovery.FailedTasks,
"requeuedAsyncTasks", runtimeRecovery.RequeuedAsyncTasks,
"cleanedTaskAdmissions", runtimeRecovery.CleanedTaskAdmissions,
)
}
recovered, err := s.store.RecoverOrphanedAsyncRiverJobs(
ctx,
orphanedRiverJobWorkerStaleAfter,
orphanedRiverJobRecoveryBatchSize,
)
if err != nil {
if ctx.Err() == nil {
s.logger.Warn("recover orphaned river jobs failed", "error", err)
}
return
}
if recovered > 0 {
s.logger.Warn("orphaned river jobs recovered", "count", recovered)
}
}
recoverJobs()
ticker := time.NewTicker(orphanedRiverJobScanInterval)
defer ticker.Stop()
for {
select {
case <-ctx.Done():
return
case <-ticker.C:
recoverJobs()
}
}
}
func asyncTaskInsertOpts(task store.GatewayTask) *river.InsertOpts {
priority := 2
if task.ID == "" {
priority = 3
}
return &river.InsertOpts{
MaxAttempts: 1000,
Priority: priority,
Queue: asyncTaskQueueName,
Tags: []string{"gateway-task"},
UniqueOpts: river.UniqueOpts{
ByArgs: true,
ByQueue: true,
ByState: []rivertype.JobState{
rivertype.JobStateAvailable,
rivertype.JobStatePending,
rivertype.JobStateRetryable,
rivertype.JobStateRunning,
rivertype.JobStateScheduled,
},
},
}
}
func asyncTaskRecoveryInsertOpts(item store.AsyncTaskQueueItem, now time.Time) *river.InsertOpts {
opts := asyncTaskInsertOpts(store.GatewayTask{ID: item.ID})
if item.NextRunAt.After(now) {
opts.ScheduledAt = item.NextRunAt
}
return opts
}
func authUserFromTask(task store.GatewayTask) *auth.User {
roles := []string{"user"}
if strings.TrimSpace(task.UserID) == "" {
roles = nil
}
return &auth.User{
ID: firstNonEmptyString(task.GatewayUserID, task.UserID),
Roles: roles,
TenantID: task.TenantID,
GatewayTenantID: task.GatewayTenantID,
TenantKey: task.TenantKey,
Source: firstNonEmptyString(task.UserSource, "gateway"),
GatewayUserID: task.GatewayUserID,
UserGroupID: task.UserGroupID,
UserGroupKey: task.UserGroupKey,
APIKeyID: task.APIKeyID,
APIKeyName: task.APIKeyName,
APIKeyPrefix: task.APIKeyPrefix,
}
}
func asyncWorkerID() string {
host, _ := os.Hostname()
host = strings.TrimSpace(host)
if host == "" {
host = "localhost"
}
return fmt.Sprintf("%s:%d:%d", host, os.Getpid(), time.Now().UnixNano())
}
var _ river.Worker[asyncTaskArgs] = (*asyncTaskWorker)(nil)