Merge remote-tracking branch 'upstream/master' into upmaster

Former-commit-id: 5cb5ec7b204c264c1a422f207ec44a8390c8dd9e

api/internal/logic/inference/imageinferencelogic.go

@@ -115,7 +115,7 @@ func (l *ImageInferenceLogic) ImageInfer(r *http.Request, req *types.ImageInfere
 
 	l.svcCtx.Scheduler.AiStorages.AddNoticeInfo(opt.AdapterId, adapterName, "", "", opt.TaskName, "create", "任务创建中")
 
-	go l.svcCtx.Scheduler.AiService.ImageInfer(opt, id, adapterName, clusters, ts, l.ctx)
+	go l.svcCtx.Scheduler.AiService.ImageInfer(opt, id, adapterName, clusters, ts)
 
 	return resp, nil
 }

api/internal/scheduler/algorithm/weightDistributing/weightDistributing.go

@@ -11,6 +11,7 @@ type Weight struct {
 }
 
 func DistributeReplicas(weights []*Weight, replicas int32) {
+
 	var weightSum int32
 	weightSum = 0
 	for _, w := range weights {
@@ -59,6 +60,10 @@ func DistributeReplicas(weights []*Weight, replicas int32) {
 			weightRatio[maxIdx]--
 			rest--
 		} else {
+			if weights[minIdx].Replica == 0 {
+				weightRatio[minIdx]++
+				continue
+			}
 			weights[minIdx].Replica--
 			weightRatio[minIdx]++
 			rest++

api/internal/scheduler/service/aiService.go

@@ -1,8 +1,7 @@
 package service
 
 import (
-	"context"
+	"github.com/zeromicro/go-zero/core/logx"
-	"fmt"
 	"github.com/zeromicro/go-zero/zrpc"
 	hpcacclient "gitlink.org.cn/JointCloud/pcm-ac/hpcacclient"
 	"gitlink.org.cn/JointCloud/pcm-coordinator/api/internal/config"
@@ -17,6 +16,7 @@ import (
 	"gitlink.org.cn/JointCloud/pcm-modelarts/client/imagesservice"
 	"gitlink.org.cn/JointCloud/pcm-modelarts/client/modelartsservice"
 	"gitlink.org.cn/JointCloud/pcm-octopus/octopusclient"
+	"net/http"
 	"strconv"
 	"sync"
 )
@@ -91,13 +91,14 @@ func InitAiClusterMap(conf *config.Config, clusters []types.ClusterInfo) (map[st
 	return executorMap, collectorMap
 }
 
-func (as *AiService) ImageInfer(opt *option.InferOption, id int64, adapterName string, clusters []*strategy.AssignedCluster, ts []*inference.ImageFile, ctx context.Context) {
+func (as *AiService) ImageInfer(opt *option.InferOption, id int64, adapterName string, clusters []*strategy.AssignedCluster, ts []*inference.ImageFile) {
 
-	res, err := inference.Infer(opt, id, adapterName, clusters, ts, as.AiCollectorAdapterMap, as.Storage, ctx)
+	r := http.Request{}
+	_, err := inference.Infer(opt, id, adapterName, clusters, ts, as.AiCollectorAdapterMap, as.Storage, r.Context())
 	if err != nil {
+		logx.Errorf(err.Error())
 		return
 	}
-	fmt.Println(res)
 }
 
 //func (a *AiService) AddCluster() error {

api/internal/scheduler/service/inference/imageInfer.go

@@ -63,18 +63,23 @@ func Infer(opt *option.InferOption, id int64, adapterName string, clusters []*st
 		}
 	}
 
+	var mutex sync.Mutex
+	errMap := make(map[string]string)
 	for _, cluster := range clusters {
 		wg.Add(1)
 		c := cluster
 		go func() {
 			imageUrls, err := collectorMap[c.ClusterId].GetInferUrl(ctx, opt)
-			for i, _ := range imageUrls {
-				imageUrls[i].Url = imageUrls[i].Url + storeLink.FORWARD_SLASH + "image"
-			}
 			if err != nil {
+				mutex.Lock()
+				errMap[c.ClusterId] = err.Error()
+				mutex.Unlock()
 				wg.Done()
 				return
 			}
+			for i, _ := range imageUrls {
+				imageUrls[i].Url = imageUrls[i].Url + storeLink.FORWARD_SLASH + "image"
+			}
 			clusterName, _ := storage.GetClusterNameById(c.ClusterId)
 
 			s := struct {
@@ -111,6 +116,9 @@ func Infer(opt *option.InferOption, id int64, adapterName string, clusters []*st
 		for _, t := range aiTaskList {
 			t.Status = constants.Failed
 			t.EndTime = time.Now().Format(time.RFC3339)
+			if _, ok := errMap[strconv.Itoa(int(t.ClusterId))]; ok {
+				t.Msg = errMap[strconv.Itoa(int(t.ClusterId))]
+			}
 			err := storage.UpdateAiTask(t)
 			if err != nil {
 				logx.Errorf(err.Error())
@@ -142,6 +150,9 @@ func Infer(opt *option.InferOption, id int64, adapterName string, clusters []*st
 				if ac.ClusterId == strconv.Itoa(int(t.ClusterId)) {
 					t.Status = constants.Failed
 					t.EndTime = time.Now().Format(time.RFC3339)
+					if _, ok := errMap[strconv.Itoa(int(t.ClusterId))]; ok {
+						t.Msg = errMap[strconv.Itoa(int(t.ClusterId))]
+					}
 					err := storage.UpdateAiTask(t)
 					if err != nil {
 						logx.Errorf(err.Error())