| @@ -60,6 +60,8 @@ type Cloudbrain struct { | |||||
| DeletedAt time.Time `xorm:"deleted"` | DeletedAt time.Time `xorm:"deleted"` | ||||
| CanDebug bool `xorm:"-"` | CanDebug bool `xorm:"-"` | ||||
| Type int `xorm:"INDEX DEFAULT 0"` | Type int `xorm:"INDEX DEFAULT 0"` | ||||
| VersionID int64 `xorm:"INDEX DEFAULT 0"` | |||||
| VersionName string | |||||
| User *User `xorm:"-"` | User *User `xorm:"-"` | ||||
| Repo *Repository `xorm:"-"` | Repo *Repository `xorm:"-"` | ||||
| @@ -499,7 +501,7 @@ type Config struct { | |||||
| LogUrl string `json:"log_url"` | LogUrl string `json:"log_url"` | ||||
| //UserImageUrl string `json:"user_image_url"` | //UserImageUrl string `json:"user_image_url"` | ||||
| //UserCommand string `json:"user_command"` | //UserCommand string `json:"user_command"` | ||||
| //CreateVersion bool `json:"create_version"` | |||||
| CreateVersion bool `json:"create_version"` | |||||
| //Volumes []Volumes `json:"volumes"` | //Volumes []Volumes `json:"volumes"` | ||||
| Flavor Flavor `json:"flavor"` | Flavor Flavor `json:"flavor"` | ||||
| PoolID string `json:"pool_id"` | PoolID string `json:"pool_id"` | ||||
| @@ -507,7 +509,7 @@ type Config struct { | |||||
| type CreateConfigParams struct { | type CreateConfigParams struct { | ||||
| ConfigName string `json:"config_name"` | ConfigName string `json:"config_name"` | ||||
| Description string `json:"config_desc"` | |||||
| Description string `json:"config_desc"` | |||||
| WorkServerNum int `json:"worker_server_num"` | WorkServerNum int `json:"worker_server_num"` | ||||
| AppUrl string `json:"app_url"` //训练作业的代码目录 | 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 | 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 | ||||
| @@ -570,7 +572,7 @@ type CreateTrainJobResult struct { | |||||
| JobName string `json:"job_name"` | JobName string `json:"job_name"` | ||||
| JobID int64 `json:"job_id"` | JobID int64 `json:"job_id"` | ||||
| Status int `json:"status"` | Status int `json:"status"` | ||||
| CreationTime int64 `json:"create_time"` | |||||
| CreateTime int64 `json:"create_time"` | |||||
| VersionID int64 `json:"version_id"` | VersionID int64 `json:"version_id"` | ||||
| ResourceID string `json:"resource_id"` | ResourceID string `json:"resource_id"` | ||||
| VersionName string `json:"version_name"` | VersionName string `json:"version_name"` | ||||
| @@ -610,6 +612,43 @@ type ErrorResult struct { | |||||
| IsSuccess bool `json:"is_success"` | IsSuccess bool `json:"is_success"` | ||||
| } | } | ||||
| type GetTrainJobResult struct { | |||||
| IsSuccess bool `json:"is_success"` | |||||
| JobName string `json:"job_name"` | |||||
| JobID int64 `json:"job_id"` | |||||
| Description string `json:"job_desc"` | |||||
| Status int `json:"status"` | |||||
| LongCreateTime int64 `json:"create_time"` | |||||
| CreateTime string | |||||
| Duration int64 `json:"duration"` //训练作业的运行时间,单位为毫秒 | |||||
| VersionID int64 `json:"version_id"` | |||||
| ResourceID string `json:"resource_id"` | |||||
| VersionName string `json:"version_name"` | |||||
| PreVersionID int64 `json:"pre_version_id"` | |||||
| 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 | |||||
| //DatasetID string `json:"dataset_id"` | |||||
| //DataVersionID string `json:"dataset_version_id"` | |||||
| //DataSource []DataSource `json:"data_source"` | |||||
| //SpecID int64 `json:"spec_id"` | |||||
| EngineID int64 `json:"engine_id"` | |||||
| //ModelID int64 `json:"model_id"` | |||||
| TrainUrl string `json:"train_url"` //训练作业的输出文件OBS路径URL | |||||
| LogUrl string `json:"log_url"` | |||||
| //UserImageUrl string `json:"user_image_url"` | |||||
| //UserCommand string `json:"user_command"` | |||||
| CreateVersion bool `json:"create_version"` | |||||
| //Volumes []Volumes `json:"volumes"` | |||||
| Flavor Flavor `json:"flavor"` | |||||
| PoolID string `json:"pool_id"` | |||||
| PoolName string `json:"pool_name"` | |||||
| NasMountPath string `json:"nas_mount_path"` | |||||
| NasShareAddr string `json:"nas_share_addr"` | |||||
| } | |||||
| func Cloudbrains(opts *CloudbrainsOptions) ([]*Cloudbrain, int64, error) { | func Cloudbrains(opts *CloudbrainsOptions) ([]*Cloudbrain, int64, error) { | ||||
| sess := x.NewSession() | sess := x.NewSession() | ||||
| defer sess.Close() | defer sess.Close() | ||||
| @@ -149,6 +149,7 @@ func GenerateTrainJob(ctx *context.Context, req *GenerateTrainJobReq) error { | |||||
| TrainUrl: req.TrainUrl, | TrainUrl: req.TrainUrl, | ||||
| LogUrl: req.LogUrl, | LogUrl: req.LogUrl, | ||||
| PoolID: req.PoolID, | PoolID: req.PoolID, | ||||
| CreateVersion: true, | |||||
| Flavor: models.Flavor{ | Flavor: models.Flavor{ | ||||
| Code: req.FlavorCode, | Code: req.FlavorCode, | ||||
| }, | }, | ||||
| @@ -161,18 +162,75 @@ func GenerateTrainJob(ctx *context.Context, req *GenerateTrainJobReq) error { | |||||
| } | } | ||||
| err = models.CreateCloudbrain(&models.Cloudbrain{ | err = models.CreateCloudbrain(&models.Cloudbrain{ | ||||
| Status: strconv.Itoa(jobResult.Status), | |||||
| Status: transTrainJobStatus(jobResult.Status), | |||||
| UserID: ctx.User.ID, | UserID: ctx.User.ID, | ||||
| RepoID: ctx.Repo.Repository.ID, | RepoID: ctx.Repo.Repository.ID, | ||||
| JobID: strconv.FormatInt(jobResult.JobID, 10), | JobID: strconv.FormatInt(jobResult.JobID, 10), | ||||
| JobName: req.JobName, | JobName: req.JobName, | ||||
| JobType: string(models.JobTypeDebug), | JobType: string(models.JobTypeDebug), | ||||
| Type: models.TypeCloudBrainTrainJob, | Type: models.TypeCloudBrainTrainJob, | ||||
| VersionID: jobResult.VersionID, | |||||
| VersionName: jobResult.VersionName, | |||||
| }) | }) | ||||
| if err != nil { | if err != nil { | ||||
| log.Error("CreateCloudbrain(%s) failed:%v", req.JobName, err.Error()) | |||||
| return err | return err | ||||
| } | } | ||||
| return nil | return nil | ||||
| } | } | ||||
| func transTrainJobStatus(status int) string{ | |||||
| switch status { | |||||
| case 0: | |||||
| return "UNKNOWN" | |||||
| case 1: | |||||
| return "INIT" | |||||
| case 2: | |||||
| return "IMAGE_CREATING" | |||||
| case 3: | |||||
| return "IMAGE_FAILED" | |||||
| case 4: | |||||
| return "SUBMIT_TRYING" | |||||
| case 5: | |||||
| return "SUBMIT_FAILED" | |||||
| case 6: | |||||
| return "DELETE_FAILED" | |||||
| case 7: | |||||
| return "WAITING" | |||||
| case 8: | |||||
| return "RUNNING" | |||||
| case 9: | |||||
| return "KILLING" | |||||
| case 10: | |||||
| return "COMPLETED" | |||||
| case 11: | |||||
| return "FAILED" | |||||
| case 12: | |||||
| return "KILLED" | |||||
| case 13: | |||||
| return "CANCELED" | |||||
| case 14: | |||||
| return "LOST" | |||||
| case 15: | |||||
| return "SCALING" | |||||
| case 16: | |||||
| return "SUBMIT_MODEL_FAILED" | |||||
| case 17: | |||||
| return "DEPLOY_SERVICE_FAILED" | |||||
| case 18: | |||||
| return "CHECK_INIT" | |||||
| case 19: | |||||
| return "CHECK_RUNNING" | |||||
| case 20: | |||||
| return "CHECK_RUNNING_COMPLETED" | |||||
| case 21: | |||||
| return "CHECK_FAILED" | |||||
| default: | |||||
| return strconv.Itoa(status) | |||||
| } | |||||
| return "" | |||||
| } | |||||
| @@ -425,3 +425,87 @@ sendjob: | |||||
| return &result, nil | return &result, nil | ||||
| } | } | ||||
| func GetConfigList() (*models.GetResourceSpecsResult, error) { | |||||
| checkSetting() | |||||
| client := getRestyClient() | |||||
| var result models.GetResourceSpecsResult | |||||
| retry := 0 | |||||
| sendjob: | |||||
| res, err := client.R(). | |||||
| SetHeader("Content-Type", "application/json"). | |||||
| SetAuthToken(TOKEN). | |||||
| SetResult(&result). | |||||
| Get(HOST + "/v1/" + setting.ProjectID + urlTrainJobConfig) | |||||
| if err != nil { | |||||
| return nil, fmt.Errorf("resty GetResourceSpecs: %v", err) | |||||
| } | |||||
| 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("GetResourceSpecs failed(%d):%s(%s)", res.StatusCode(), temp.ErrorCode, temp.ErrorMsg) | |||||
| return &result, fmt.Errorf("GetResourceSpecs failed(%d):%s(%s)", res.StatusCode(), temp.ErrorCode, temp.ErrorMsg) | |||||
| } | |||||
| if !result.IsSuccess { | |||||
| log.Error("GetResourceSpecs failed(%s): %s", result.ErrorCode, result.ErrorMsg) | |||||
| return &result, fmt.Errorf("GetResourceSpecs failed(%s): %s", result.ErrorCode, result.ErrorMsg) | |||||
| } | |||||
| return &result, nil | |||||
| } | |||||
| func GetTrainJob(jobID, versionID string) (*models.GetTrainJobResult, error) { | |||||
| checkSetting() | |||||
| client := getRestyClient() | |||||
| var result models.GetTrainJobResult | |||||
| retry := 0 | |||||
| sendjob: | |||||
| res, err := client.R(). | |||||
| SetHeader("Content-Type", "application/json"). | |||||
| SetAuthToken(TOKEN). | |||||
| SetResult(&result). | |||||
| Get(HOST + "/v1/" + setting.ProjectID + urlTrainJob + "/" + jobID + "/" + versionID) | |||||
| if err != nil { | |||||
| return nil, fmt.Errorf("resty GetTrainJob: %v", err) | |||||
| } | |||||
| 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("GetTrainJob failed(%d):%s(%s)", res.StatusCode(), temp.ErrorCode, temp.ErrorMsg) | |||||
| return &result, fmt.Errorf("GetTrainJob failed(%d):%s(%s)", res.StatusCode(), temp.ErrorCode, temp.ErrorMsg) | |||||
| } | |||||
| if !result.IsSuccess { | |||||
| log.Error("GetTrainJob(%s) failed", jobID) | |||||
| return &result, fmt.Errorf("获取作业详情失败") | |||||
| } | |||||
| return &result, nil | |||||
| } | |||||
| @@ -9,6 +9,7 @@ import ( | |||||
| "errors" | "errors" | ||||
| "github.com/unknwon/com" | "github.com/unknwon/com" | ||||
| "io" | "io" | ||||
| "net/http" | |||||
| "os" | "os" | ||||
| "path" | "path" | ||||
| "strconv" | "strconv" | ||||
| @@ -379,6 +380,8 @@ func TrainJobCreate(ctx *context.Context, form auth.CreateModelArtsTrainJobForm) | |||||
| return | return | ||||
| } | } | ||||
| //todo: del local code? | |||||
| if isSaveParam == "on" { | if isSaveParam == "on" { | ||||
| if form.ParameterTemplateName == "" { | if form.ParameterTemplateName == "" { | ||||
| log.Error("ParameterTemplateName is empty") | log.Error("ParameterTemplateName is empty") | ||||
| @@ -522,3 +525,32 @@ func paramCheckCreateTrainJob(form auth.CreateModelArtsTrainJobForm) error { | |||||
| return nil | return nil | ||||
| } | } | ||||
| func TrainJobShow(ctx *context.Context) { | |||||
| ctx.Data["PageIsCloudBrain"] = true | |||||
| var jobID = ctx.Params(":jobid") | |||||
| task, err := models.GetCloudbrainByJobID(jobID) | |||||
| if err != nil { | |||||
| log.Error("GetCloudbrainByJobID(%s) failed:%v", jobID, err.Error()) | |||||
| ctx.RenderWithErr(err.Error(), tplModelArtsTrainJobIndex, nil) | |||||
| return | |||||
| } | |||||
| result, err := modelarts.GetTrainJob(jobID, strconv.FormatInt(task.VersionID, 10)) | |||||
| if err != nil { | |||||
| log.Error("GetJob(%s) failed:%v", jobID, err.Error()) | |||||
| ctx.RenderWithErr(err.Error(), tplModelArtsTrainJobIndex, nil) | |||||
| return | |||||
| } | |||||
| if result != nil { | |||||
| createTime, _ := com.StrTo(result.LongCreateTime).Int64() | |||||
| result.CreateTime = time.Unix(int64(createTime/1000), 0).Format("2006-01-02 15:04:05") | |||||
| } | |||||
| ctx.Data["task"] = task | |||||
| ctx.Data["jobID"] = jobID | |||||
| ctx.Data["result"] = result | |||||
| ctx.HTML(http.StatusOK, tplModelArtsTrainJobShow) | |||||
| } | |||||
| @@ -932,7 +932,7 @@ func RegisterRoutes(m *macaron.Macaron) { | |||||
| m.Group("/train-job", func() { | m.Group("/train-job", func() { | ||||
| m.Get("", reqRepoCloudBrainReader, repo.TrainJobIndex) | m.Get("", reqRepoCloudBrainReader, repo.TrainJobIndex) | ||||
| m.Group("/:jobid", func() { | m.Group("/:jobid", func() { | ||||
| m.Get("", reqRepoCloudBrainReader, repo.NotebookShow) | |||||
| m.Get("", reqRepoCloudBrainReader, repo.TrainJobShow) | |||||
| m.Get("/debug", reqRepoCloudBrainReader, repo.NotebookDebug) | m.Get("/debug", reqRepoCloudBrainReader, repo.NotebookDebug) | ||||
| m.Post("/stop", reqRepoCloudBrainWriter, repo.NotebookStop) | m.Post("/stop", reqRepoCloudBrainWriter, repo.NotebookStop) | ||||
| m.Post("/del", reqRepoCloudBrainWriter, repo.NotebookDel) | m.Post("/del", reqRepoCloudBrainWriter, repo.NotebookDel) | ||||