Merge branch 'V20221102' into fix-2906

models/cloudbrain.go

@@ -1070,6 +1070,12 @@ type CreateInferenceJobParams struct {
 	InfConfig   InfConfig `json:"config"`
 	WorkspaceID string    `json:"workspace_id"`
 }
+type CreateInfUserImageParams struct {
+	JobName     string             `json:"job_name"`
+	Description string             `json:"job_desc"`
+	Config      InfUserImageConfig `json:"config"`
+	WorkspaceID string             `json:"workspace_id"`
+}
 
 type InfConfig struct {
 	WorkServerNum int         `json:"worker_server_num"`
@@ -1084,6 +1090,21 @@ type InfConfig struct {
 	PoolID        string      `json:"pool_id"`
 }
 
+type InfUserImageConfig struct {
+	WorkServerNum int         `json:"worker_server_num"`
+	AppUrl        string      `json:"app_url"`       //训练作业的代码目录
+	BootFileUrl   string      `json:"boot_file_url"` //训练作业的代码启动文件，需要在代码目录下
+	Parameter     []Parameter `json:"parameter"`
+	DataUrl       string      `json:"data_url"` //训练作业需要的数据集OBS路径URL
+	EngineID      int64       `json:"engine_id"`
+	LogUrl        string      `json:"log_url"`
+	CreateVersion bool        `json:"create_version"`
+	Flavor        Flavor      `json:"flavor"`
+	PoolID        string      `json:"pool_id"`
+	UserImageUrl  string      `json:"user_image_url"`
+	UserCommand   string      `json:"user_command"`
+}
+
 type CreateTrainJobVersionParams struct {
 	Description string                `json:"job_desc"`
 	Config      TrainJobVersionConfig `json:"config"`
@@ -2024,7 +2045,7 @@ func GetCloudbrainRunCountByRepoID(repoID int64) (int, error) {
 }
 
 func GetModelSafetyCountByUserID(userID int64) (int, error) {
-	count, err := x.In("status", JobWaiting, JobRunning,ModelArtsTrainJobInit,ModelArtsTrainJobImageCreating,ModelArtsTrainJobSubmitTrying,ModelArtsTrainJobScaling,ModelArtsTrainJobCheckInit,ModelArtsTrainJobCheckRunning,ModelArtsTrainJobCheckRunningCompleted).And("job_type = ? and user_id = ?", string(JobTypeModelSafety), userID).Count(new(Cloudbrain))
+	count, err := x.In("status", JobWaiting, JobRunning, ModelArtsTrainJobInit, ModelArtsTrainJobImageCreating, ModelArtsTrainJobSubmitTrying, ModelArtsTrainJobScaling, ModelArtsTrainJobCheckInit, ModelArtsTrainJobCheckRunning, ModelArtsTrainJobCheckRunningCompleted).And("job_type = ? and user_id = ?", string(JobTypeModelSafety), userID).Count(new(Cloudbrain))
 	return int(count), err
 }
 

modules/modelarts/modelarts.go

@@ -143,6 +143,8 @@ type GenerateInferenceJobReq struct {
 	Spec              *models.Specification
 	DatasetName       string
 	JobType           string
+	UserImageUrl      string
+	UserCommand       string
 }
 
 type VersionInfo struct {
@@ -682,26 +684,51 @@ func GetOutputPathByCount(TotalVersionCount int) (VersionOutputPath string) {
 
 func GenerateInferenceJob(ctx *context.Context, req *GenerateInferenceJobReq) (err error) {
 	createTime := timeutil.TimeStampNow()
-	jobResult, err := createInferenceJob(models.CreateInferenceJobParams{
-		JobName:     req.JobName,
-		Description: req.Description,
-		InfConfig: models.InfConfig{
-			WorkServerNum: req.WorkServerNumber,
-			AppUrl:        req.CodeObsPath,
-			BootFileUrl:   req.BootFileUrl,
-			DataUrl:       req.DataUrl,
-			EngineID:      req.EngineID,
-			// TrainUrl:      req.TrainUrl,
-			LogUrl:        req.LogUrl,
-			PoolID:        req.PoolID,
-			CreateVersion: true,
-			Flavor: models.Flavor{
-				Code: req.Spec.SourceSpecId,
+	var jobResult *models.CreateTrainJobResult
+	var createErr error
+	if req.EngineID < 0 {
+		jobResult, createErr = createInferenceJobUserImage(models.CreateInfUserImageParams{
+			JobName:     req.JobName,
+			Description: req.Description,
+			Config: models.InfUserImageConfig{
+				WorkServerNum: req.WorkServerNumber,
+				AppUrl:        req.CodeObsPath,
+				BootFileUrl:   req.BootFileUrl,
+				DataUrl:       req.DataUrl,
+				// TrainUrl:      req.TrainUrl,
+				LogUrl:        req.LogUrl,
+				PoolID:        req.PoolID,
+				CreateVersion: true,
+				Flavor: models.Flavor{
+					Code: req.Spec.SourceSpecId,
+				},
+				Parameter:    req.Parameters,
+				UserImageUrl: req.UserImageUrl,
+				UserCommand:  req.UserCommand,
 			},
-			Parameter: req.Parameters,
-		},
-	})
-	if err != nil {
+		})
+	} else {
+		jobResult, createErr = createInferenceJob(models.CreateInferenceJobParams{
+			JobName:     req.JobName,
+			Description: req.Description,
+			InfConfig: models.InfConfig{
+				WorkServerNum: req.WorkServerNumber,
+				AppUrl:        req.CodeObsPath,
+				BootFileUrl:   req.BootFileUrl,
+				DataUrl:       req.DataUrl,
+				EngineID:      req.EngineID,
+				// TrainUrl:      req.TrainUrl,
+				LogUrl:        req.LogUrl,
+				PoolID:        req.PoolID,
+				CreateVersion: true,
+				Flavor: models.Flavor{
+					Code: req.Spec.SourceSpecId,
+				},
+				Parameter: req.Parameters,
+			},
+		})
+	}
+	if createErr != nil {
 		log.Error("createInferenceJob failed: %v", err.Error())
 		if strings.HasPrefix(err.Error(), UnknownErrorPrefix) {
 			log.Info("(%s)unknown error, set temp status", req.DisplayJobName)

modules/modelarts/resty.go

@@ -1197,6 +1197,66 @@ sendjob:
 	return &result, nil
 }
 
+func createInferenceJobUserImage(createJobParams models.CreateInfUserImageParams) (*models.CreateTrainJobResult, error) {
+	checkSetting()
+	client := getRestyClient()
+	var result models.CreateTrainJobResult
+
+	retry := 0
+
+sendjob:
+	res, err := client.R().
+		SetHeader("Content-Type", "application/json").
+		SetAuthToken(TOKEN).
+		SetBody(createJobParams).
+		SetResult(&result).
+		Post(HOST + "/v1/" + setting.ProjectID + urlTrainJob)
+
+	if err != nil {
+		return nil, fmt.Errorf("resty create train-job: %s", err)
+	}
+
+	req, _ := json.Marshal(createJobParams)
+	log.Info("%s", req)
+
+	if res.StatusCode() == http.StatusUnauthorized && retry < 1 {
+		retry++
+		_ = getToken()
+		goto sendjob
+	}
+
+	if res.StatusCode() != http.StatusOK {
+		var temp models.ErrorResult
+		if err = json.Unmarshal([]byte(res.String()), &temp); err != nil {
+			log.Error("json.Unmarshal failed(%s): %v", res.String(), err.Error())
+			return &result, fmt.Errorf("json.Unmarshal failed(%s): %v", res.String(), err.Error())
+		}
+		log.Error("createInferenceJobUserImage failed(%d):%s(%s)", res.StatusCode(), temp.ErrorCode, temp.ErrorMsg)
+		bootFileErrorMsg := "Invalid OBS path '" + createJobParams.Config.BootFileUrl + "'."
+		dataSetErrorMsg := "Invalid OBS path '" + createJobParams.Config.DataUrl + "'."
+		if temp.ErrorMsg == bootFileErrorMsg {
+			log.Error("启动文件错误！createInferenceJobUserImage failed(%d):%s(%s)", res.StatusCode(), temp.ErrorCode, temp.ErrorMsg)
+			return &result, fmt.Errorf("启动文件错误！")
+		}
+		if temp.ErrorMsg == dataSetErrorMsg {
+			log.Error("数据集错误！createInferenceJobUserImage failed(%d):%s(%s)", res.StatusCode(), temp.ErrorCode, temp.ErrorMsg)
+			return &result, fmt.Errorf("数据集错误！")
+		}
+		if res.StatusCode() == http.StatusBadGateway {
+			return &result, fmt.Errorf(UnknownErrorPrefix+"createInferenceJobUserImage failed(%d):%s(%s)", res.StatusCode(), temp.ErrorCode, temp.ErrorMsg)
+		} else {
+			return &result, fmt.Errorf("createInferenceJobUserImage failed(%d):%s(%s)", res.StatusCode(), temp.ErrorCode, temp.ErrorMsg)
+		}
+	}
+
+	if !result.IsSuccess {
+		log.Error("createInferenceJobUserImage failed(%s): %s", result.ErrorCode, result.ErrorMsg)
+		return &result, fmt.Errorf("createInferenceJobUserImage failed(%s): %s", result.ErrorCode, result.ErrorMsg)
+	}
+
+	return &result, nil
+}
+
 func createNotebook2(createJobParams models.CreateNotebook2Params) (*models.CreateNotebookResult, error) {
 	checkSetting()
 	client := getRestyClient()

routers/repo/modelarts.go

@@ -1312,6 +1312,36 @@ func getUserCommand(engineId int, req *modelarts.GenerateTrainJobReq) (string, s
 	return userCommand, userImageUrl
 }
 
+func getInfJobUserCommand(engineId int, req *modelarts.GenerateInferenceJobReq) (string, string) {
+	userImageUrl := ""
+	userCommand := ""
+	if engineId < 0 {
+		tmpCodeObsPath := strings.Trim(req.CodeObsPath, "/")
+		tmpCodeObsPaths := strings.Split(tmpCodeObsPath, "/")
+		lastCodeDir := "code"
+		if len(tmpCodeObsPaths) > 0 {
+			lastCodeDir = tmpCodeObsPaths[len(tmpCodeObsPaths)-1]
+		}
+		userCommand = "/bin/bash /home/work/run_train.sh 's3://" + req.CodeObsPath + "' '" + lastCodeDir + "/" + req.BootFile + "' '/tmp/log/train.log' --'data_url'='s3://" + req.DataUrl + "' --'train_url'='s3://" + req.TrainUrl + "'"
+		var versionInfos modelarts.VersionInfo
+		if err := json.Unmarshal([]byte(setting.EngineVersions), &versionInfos); err != nil {
+			log.Info("json parse err." + err.Error())
+		} else {
+			for _, engine := range versionInfos.Version {
+				if engine.ID == engineId {
+					userImageUrl = engine.Url
+					break
+				}
+			}
+		}
+		for _, param := range req.Parameters {
+			userCommand += " --'" + param.Label + "'='" + param.Value + "'"
+		}
+		return userCommand, userImageUrl
+	}
+	return userCommand, userImageUrl
+}
+
 func TrainJobCreateVersion(ctx *context.Context, form auth.CreateModelArtsTrainJobForm) {
 	ctx.Data["PageIsTrainJob"] = true
 	var jobID = ctx.Params(":jobid")
@@ -2171,6 +2201,10 @@ func InferenceJobCreate(ctx *context.Context, form auth.CreateModelArtsInference
 		JobType:           string(models.JobTypeInference),
 	}
 
+	userCommand, userImageUrl := getInfJobUserCommand(engineID, req)
+	req.UserCommand = userCommand
+	req.UserImageUrl = userImageUrl
+
 	err = modelarts.GenerateInferenceJob(ctx, req)
 	if err != nil {
 		log.Error("GenerateTrainJob failed:%v", err.Error())