# Conflicts: # routers/repo/cloudbrain.go # routers/repo/modelarts.gotags/v1.22.9.1^2^2
| @@ -25,7 +25,8 @@ type ModelArtsJobStatus string | |||||
| const ( | const ( | ||||
| TypeCloudBrainOne int = iota | TypeCloudBrainOne int = iota | ||||
| TypeCloudBrainTwo | TypeCloudBrainTwo | ||||
| TypeC2Net //智算网络 | |||||
| TypeC2Net //智算网络 | |||||
| TypeCDCenter //成都智算中心 | |||||
| TypeCloudBrainAll = -1 | TypeCloudBrainAll = -1 | ||||
| ) | ) | ||||
| @@ -601,37 +602,17 @@ type ResourceSpec struct { | |||||
| ShareMemMiB int `json:"shareMemMiB"` | ShareMemMiB int `json:"shareMemMiB"` | ||||
| } | } | ||||
| type FlavorInfos struct { | |||||
| FlavorInfo []*FlavorInfo `json:"flavor_info"` | |||||
| } | |||||
| type FlavorInfo struct { | |||||
| Id int `json:"id"` | |||||
| Value string `json:"value"` | |||||
| Desc string `json:"desc"` | |||||
| } | |||||
| type SpecialPools struct { | type SpecialPools struct { | ||||
| Pools []*SpecialPool `json:"pools"` | Pools []*SpecialPool `json:"pools"` | ||||
| } | } | ||||
| type SpecialPool struct { | type SpecialPool struct { | ||||
| Org string `json:"org"` | |||||
| Type string `json:"type"` | |||||
| IsExclusive bool `json:"isExclusive"` | |||||
| Pool []*GpuInfo `json:"pool"` | |||||
| JobType []string `json:"jobType"` | |||||
| ResourceSpec []*ResourceSpec `json:"resourceSpecs"` | |||||
| Flavor []*FlavorInfo `json:"flavor"` | |||||
| } | |||||
| type ImageInfosModelArts struct { | |||||
| ImageInfo []*ImageInfoModelArts `json:"image_info"` | |||||
| } | |||||
| type ImageInfoModelArts struct { | |||||
| Id string `json:"id"` | |||||
| Value string `json:"value"` | |||||
| Desc string `json:"desc"` | |||||
| Org string `json:"org"` | |||||
| Type string `json:"type"` | |||||
| IsExclusive bool `json:"isExclusive"` | |||||
| Pool []*GpuInfo `json:"pool"` | |||||
| JobType []string `json:"jobType"` | |||||
| ResourceSpec []*ResourceSpec `json:"resourceSpecs"` | |||||
| Flavor []*setting.FlavorInfo `json:"flavor"` | |||||
| } | } | ||||
| type PoolInfos struct { | type PoolInfos struct { | ||||
| @@ -737,6 +718,17 @@ type CreateNotebook2Params struct { | |||||
| Volume VolumeReq `json:"volume"` | Volume VolumeReq `json:"volume"` | ||||
| } | } | ||||
| type CreateNotebookWithoutPoolParams struct { | |||||
| JobName string `json:"name"` | |||||
| Description string `json:"description"` | |||||
| Duration int64 `json:"duration"` //ms | |||||
| Feature string `json:"feature"` | |||||
| Flavor string `json:"flavor"` | |||||
| ImageID string `json:"image_id"` | |||||
| WorkspaceID string `json:"workspace_id"` | |||||
| Volume VolumeReq `json:"volume"` | |||||
| } | |||||
| type VolumeReq struct { | type VolumeReq struct { | ||||
| Capacity int `json:"capacity"` | Capacity int `json:"capacity"` | ||||
| Category string `json:"category"` | Category string `json:"category"` | ||||
| @@ -960,6 +952,7 @@ type NotebookGetJobTokenResult struct { | |||||
| } | } | ||||
| type NotebookDelResult struct { | type NotebookDelResult struct { | ||||
| NotebookResult | |||||
| InstanceID string `json:"instance_id"` | InstanceID string `json:"instance_id"` | ||||
| } | } | ||||
| @@ -1486,12 +1479,6 @@ func Cloudbrains(opts *CloudbrainsOptions) ([]*CloudbrainInfo, int64, error) { | |||||
| ) | ) | ||||
| } | } | ||||
| if len(opts.ComputeResource) > 0 { | |||||
| cond = cond.And( | |||||
| builder.Eq{"cloudbrain.compute_resource": opts.ComputeResource}, | |||||
| ) | |||||
| } | |||||
| if len(opts.JobTypes) > 0 { | if len(opts.JobTypes) > 0 { | ||||
| if opts.JobTypeNot { | if opts.JobTypeNot { | ||||
| cond = cond.And( | cond = cond.And( | ||||
| @@ -1511,7 +1498,7 @@ func Cloudbrains(opts *CloudbrainsOptions) ([]*CloudbrainInfo, int64, error) { | |||||
| if (opts.Cluster) != "" { | if (opts.Cluster) != "" { | ||||
| if opts.Cluster == "resource_cluster_openi" { | if opts.Cluster == "resource_cluster_openi" { | ||||
| cond = cond.And( | cond = cond.And( | ||||
| builder.Or(builder.Eq{"cloudbrain.type": TypeCloudBrainOne}, builder.Eq{"cloudbrain.type": TypeCloudBrainTwo}), | |||||
| builder.Or(builder.Eq{"cloudbrain.type": TypeCloudBrainOne}, builder.Eq{"cloudbrain.type": TypeCloudBrainTwo}, builder.Eq{"cloudbrain.type": TypeCDCenter}), | |||||
| ) | ) | ||||
| } | } | ||||
| if opts.Cluster == "resource_cluster_c2net" { | if opts.Cluster == "resource_cluster_c2net" { | ||||
| @@ -1977,7 +1964,7 @@ func GetWaitingCloudbrainCount(cloudbrainType int, computeResource string, jobTy | |||||
| func GetCloudbrainNotebookCountByUserID(userID int64) (int, error) { | func GetCloudbrainNotebookCountByUserID(userID int64) (int, error) { | ||||
| count, err := x.In("status", ModelArtsCreateQueue, ModelArtsCreating, ModelArtsStarting, ModelArtsReadyToStart, ModelArtsResizing, ModelArtsStartQueuing, ModelArtsRunning, ModelArtsRestarting). | count, err := x.In("status", ModelArtsCreateQueue, ModelArtsCreating, ModelArtsStarting, ModelArtsReadyToStart, ModelArtsResizing, ModelArtsStartQueuing, ModelArtsRunning, ModelArtsRestarting). | ||||
| And("job_type = ? and user_id = ? and type = ?", JobTypeDebug, userID, TypeCloudBrainTwo).Count(new(Cloudbrain)) | |||||
| And("job_type = ? and user_id = ? and type in (?,?)", JobTypeDebug, userID, TypeCloudBrainTwo, TypeCDCenter).Count(new(Cloudbrain)) | |||||
| return int(count), err | return int(count), err | ||||
| } | } | ||||
| @@ -20,7 +20,7 @@ import ( | |||||
| const ( | const ( | ||||
| //Command = `pip3 install jupyterlab==2.2.5 -i https://pypi.tuna.tsinghua.edu.cn/simple;service ssh stop;jupyter lab --no-browser --ip=0.0.0.0 --allow-root --notebook-dir="/code" --port=80 --LabApp.token="" --LabApp.allow_origin="self https://cloudbrain.pcl.ac.cn"` | //Command = `pip3 install jupyterlab==2.2.5 -i https://pypi.tuna.tsinghua.edu.cn/simple;service ssh stop;jupyter lab --no-browser --ip=0.0.0.0 --allow-root --notebook-dir="/code" --port=80 --LabApp.token="" --LabApp.allow_origin="self https://cloudbrain.pcl.ac.cn"` | ||||
| //CommandBenchmark = `echo "start benchmark";python /code/test.py;echo "end benchmark"` | //CommandBenchmark = `echo "start benchmark";python /code/test.py;echo "end benchmark"` | ||||
| CommandBenchmark = `echo "start benchmark";cd /benchmark && bash run_bk.sh;echo "end benchmark"` | |||||
| CommandBenchmark = `echo "start benchmark";cd /benchmark && bash run_bk.sh | tee /model/benchmark-log.txt;echo "end benchmark"` | |||||
| CodeMountPath = "/code" | CodeMountPath = "/code" | ||||
| DataSetMountPath = "/dataset" | DataSetMountPath = "/dataset" | ||||
| ModelMountPath = "/model" | ModelMountPath = "/model" | ||||
| @@ -30,8 +30,8 @@ const ( | |||||
| Snn4imagenetMountPath = "/snn4imagenet" | Snn4imagenetMountPath = "/snn4imagenet" | ||||
| BrainScoreMountPath = "/brainscore" | BrainScoreMountPath = "/brainscore" | ||||
| TaskInfoName = "/taskInfo" | TaskInfoName = "/taskInfo" | ||||
| Snn4imagenetCommand = `/opt/conda/bin/python /snn4imagenet/testSNN_script.py --modelname '%s' --modelpath '/dataset' --modeldescription '%s'` | |||||
| BrainScoreCommand = `bash /brainscore/brainscore_test_par4shSrcipt.sh -b '%s' -n '%s' -p '/dataset' -d '%s'` | |||||
| Snn4imagenetCommand = `/opt/conda/bin/python /snn4imagenet/testSNN_script.py --modelname '%s' --modelpath '/dataset' --modeldescription '%s' | tee /model/benchmark-log.txt` | |||||
| BrainScoreCommand = `bash /brainscore/brainscore_test_par4shSrcipt.sh -b '%s' -n '%s' -p '/dataset' -d '%s' | tee /model/benchmark-log.txt` | |||||
| SubTaskName = "task1" | SubTaskName = "task1" | ||||
| @@ -30,8 +30,8 @@ const ( | |||||
| var ( | var ( | ||||
| poolInfos *models.PoolInfos | poolInfos *models.PoolInfos | ||||
| FlavorInfos *models.FlavorInfos | |||||
| ImageInfos *models.ImageInfosModelArts | |||||
| FlavorInfos *setting.StFlavorInfos | |||||
| ImageInfos *setting.StImageInfosModelArts | |||||
| SpecialPools *models.SpecialPools | SpecialPools *models.SpecialPools | ||||
| ) | ) | ||||
| @@ -1,6 +1,7 @@ | |||||
| package modelarts | package modelarts | ||||
| import ( | import ( | ||||
| "code.gitea.io/gitea/modules/modelarts_cd" | |||||
| "encoding/json" | "encoding/json" | ||||
| "errors" | "errors" | ||||
| "fmt" | "fmt" | ||||
| @@ -68,10 +69,9 @@ const ( | |||||
| var ( | var ( | ||||
| poolInfos *models.PoolInfos | poolInfos *models.PoolInfos | ||||
| FlavorInfos *models.FlavorInfos | |||||
| ImageInfos *models.ImageInfosModelArts | |||||
| TrainFlavorInfos *Flavor | TrainFlavorInfos *Flavor | ||||
| SpecialPools *models.SpecialPools | |||||
| SpecialPools *models.SpecialPools | |||||
| MultiNodeConfig *MultiNodes | |||||
| ) | ) | ||||
| type GenerateTrainJobReq struct { | type GenerateTrainJobReq struct { | ||||
| @@ -167,6 +167,14 @@ type ResourcePool struct { | |||||
| } `json:"resource_pool"` | } `json:"resource_pool"` | ||||
| } | } | ||||
| type MultiNodes struct{ | |||||
| Info []OrgMultiNode `json:"multinode"` | |||||
| } | |||||
| type OrgMultiNode struct{ | |||||
| Org string `json:"org"` | |||||
| Node []int `json:"node"` | |||||
| } | |||||
| // type Parameter struct { | // type Parameter struct { | ||||
| // Label string `json:"label"` | // Label string `json:"label"` | ||||
| // Value string `json:"value"` | // Value string `json:"value"` | ||||
| @@ -753,11 +761,7 @@ func GetNotebookImageName(imageId string) (string, error) { | |||||
| var validImage = false | var validImage = false | ||||
| var imageName = "" | var imageName = "" | ||||
| if ImageInfos == nil { | |||||
| json.Unmarshal([]byte(setting.ImageInfos), &ImageInfos) | |||||
| } | |||||
| for _, imageInfo := range ImageInfos.ImageInfo { | |||||
| for _, imageInfo := range setting.StImageInfos.ImageInfo { | |||||
| if imageInfo.Id == imageId { | if imageInfo.Id == imageId { | ||||
| validImage = true | validImage = true | ||||
| imageName = imageInfo.Value | imageName = imageInfo.Value | ||||
| @@ -778,6 +782,13 @@ func InitSpecialPool() { | |||||
| } | } | ||||
| } | } | ||||
| func InitMultiNode(){ | |||||
| if MultiNodeConfig ==nil && setting.ModelArtsMultiNode!=""{ | |||||
| json.Unmarshal([]byte(setting.ModelArtsMultiNode), &MultiNodeConfig) | |||||
| } | |||||
| } | |||||
| func HandleTrainJobInfo(task *models.Cloudbrain) error { | func HandleTrainJobInfo(task *models.Cloudbrain) error { | ||||
| result, err := GetTrainJob(task.JobID, strconv.FormatInt(task.VersionID, 10)) | result, err := GetTrainJob(task.JobID, strconv.FormatInt(task.VersionID, 10)) | ||||
| @@ -814,8 +825,13 @@ func HandleTrainJobInfo(task *models.Cloudbrain) error { | |||||
| } | } | ||||
| func HandleNotebookInfo(task *models.Cloudbrain) error { | func HandleNotebookInfo(task *models.Cloudbrain) error { | ||||
| result, err := GetNotebook2(task.JobID) | |||||
| var result *models.GetNotebook2Result | |||||
| var err error | |||||
| if task.Type == models.TypeCloudBrainTwo { | |||||
| result, err = GetNotebook2(task.JobID) | |||||
| } else if task.Type == models.TypeCDCenter { | |||||
| result, err = modelarts_cd.GetNotebook(task.JobID) | |||||
| } | |||||
| if err != nil { | if err != nil { | ||||
| log.Error("GetNotebook2(%s) failed:%v", task.DisplayJobName, err) | log.Error("GetNotebook2(%s) failed:%v", task.DisplayJobName, err) | ||||
| return err | return err | ||||
| @@ -0,0 +1,214 @@ | |||||
| package modelarts_cd | |||||
| import ( | |||||
| "errors" | |||||
| "strconv" | |||||
| "strings" | |||||
| "code.gitea.io/gitea/models" | |||||
| "code.gitea.io/gitea/modules/context" | |||||
| "code.gitea.io/gitea/modules/log" | |||||
| "code.gitea.io/gitea/modules/notification" | |||||
| "code.gitea.io/gitea/modules/setting" | |||||
| "code.gitea.io/gitea/modules/timeutil" | |||||
| ) | |||||
| const ( | |||||
| //notebook | |||||
| storageTypeOBS = "obs" | |||||
| autoStopDuration = 4 * 60 * 60 | |||||
| autoStopDurationMs = 4 * 60 * 60 * 1000 | |||||
| MORDELART_USER_IMAGE_ENGINE_ID = -1 | |||||
| DataSetMountPath = "/home/ma-user/work" | |||||
| NotebookEnv = "Python3" | |||||
| NotebookType = "Ascend" | |||||
| FlavorInfo = "Ascend: 1*Ascend 910 CPU: 24 核 96GiB (modelarts.kat1.xlarge)" | |||||
| //train-job | |||||
| CodePath = "/code/" | |||||
| OutputPath = "/output/" | |||||
| ResultPath = "/result/" | |||||
| LogPath = "/log/" | |||||
| JobPath = "/job/" | |||||
| OrderDesc = "desc" //向下查询 | |||||
| OrderAsc = "asc" //向上查询 | |||||
| Lines = 500 | |||||
| TrainUrl = "train_url" | |||||
| DataUrl = "data_url" | |||||
| MultiDataUrl = "multi_data_url" | |||||
| ResultUrl = "result_url" | |||||
| CkptUrl = "ckpt_url" | |||||
| DeviceTarget = "device_target" | |||||
| Ascend = "Ascend" | |||||
| PerPage = 10 | |||||
| IsLatestVersion = "1" | |||||
| NotLatestVersion = "0" | |||||
| VersionCountOne = 1 | |||||
| SortByCreateTime = "create_time" | |||||
| ConfigTypeCustom = "custom" | |||||
| TotalVersionCount = 1 | |||||
| ) | |||||
| var () | |||||
| type VersionInfo struct { | |||||
| Version []struct { | |||||
| ID int `json:"id"` | |||||
| Value string `json:"value"` | |||||
| Url string `json:"url"` | |||||
| } `json:"version"` | |||||
| } | |||||
| type Flavor struct { | |||||
| Info []struct { | |||||
| Code string `json:"code"` | |||||
| Value string `json:"value"` | |||||
| } `json:"flavor"` | |||||
| } | |||||
| type Engine struct { | |||||
| Info []struct { | |||||
| ID int `json:"id"` | |||||
| Value string `json:"value"` | |||||
| } `json:"engine"` | |||||
| } | |||||
| type ResourcePool struct { | |||||
| Info []struct { | |||||
| ID string `json:"id"` | |||||
| Value string `json:"value"` | |||||
| } `json:"resource_pool"` | |||||
| } | |||||
| type Parameters struct { | |||||
| Parameter []struct { | |||||
| Label string `json:"label"` | |||||
| Value string `json:"value"` | |||||
| } `json:"parameter"` | |||||
| } | |||||
| func GenerateNotebook(ctx *context.Context, displayJobName, jobName, uuid, description, flavor, imageId string) error { | |||||
| imageName, err := GetNotebookImageName(imageId) | |||||
| if err != nil { | |||||
| log.Error("GetNotebookImageName failed: %v", err.Error()) | |||||
| return err | |||||
| } | |||||
| createTime := timeutil.TimeStampNow() | |||||
| jobResult, err := createNotebook(models.CreateNotebookWithoutPoolParams{ | |||||
| JobName: jobName, | |||||
| Description: description, | |||||
| Flavor: flavor, | |||||
| Duration: autoStopDurationMs, | |||||
| ImageID: imageId, | |||||
| Feature: models.NotebookFeature, | |||||
| Volume: models.VolumeReq{ | |||||
| Capacity: setting.Capacity, | |||||
| Category: models.EVSCategory, | |||||
| Ownership: models.ManagedOwnership, | |||||
| }, | |||||
| WorkspaceID: "0", | |||||
| }) | |||||
| if err != nil { | |||||
| log.Error("createNotebook failed: %v", err.Error()) | |||||
| if strings.HasPrefix(err.Error(), UnknownErrorPrefix) { | |||||
| log.Info("(%s)unknown error, set temp status", displayJobName) | |||||
| errTemp := models.InsertCloudbrainTemp(&models.CloudbrainTemp{ | |||||
| JobID: models.TempJobId, | |||||
| VersionID: models.TempVersionId, | |||||
| Status: models.TempJobStatus, | |||||
| Type: models.TypeCDCenter, | |||||
| JobName: jobName, | |||||
| JobType: string(models.JobTypeDebug), | |||||
| }) | |||||
| if errTemp != nil { | |||||
| log.Error("InsertCloudbrainTemp failed: %v", errTemp.Error()) | |||||
| return errTemp | |||||
| } | |||||
| } | |||||
| return err | |||||
| } | |||||
| task := &models.Cloudbrain{ | |||||
| Status: jobResult.Status, | |||||
| UserID: ctx.User.ID, | |||||
| RepoID: ctx.Repo.Repository.ID, | |||||
| JobID: jobResult.ID, | |||||
| JobName: jobName, | |||||
| FlavorCode: flavor, | |||||
| DisplayJobName: displayJobName, | |||||
| JobType: string(models.JobTypeDebug), | |||||
| Type: models.TypeCDCenter, | |||||
| Uuid: uuid, | |||||
| ComputeResource: models.NPUResource, | |||||
| Image: imageName, | |||||
| Description: description, | |||||
| CreatedUnix: createTime, | |||||
| UpdatedUnix: createTime, | |||||
| } | |||||
| err = models.CreateCloudbrain(task) | |||||
| if err != nil { | |||||
| return err | |||||
| } | |||||
| stringId := strconv.FormatInt(task.ID, 10) | |||||
| notification.NotifyOtherTask(ctx.User, ctx.Repo.Repository, stringId, displayJobName, models.ActionCreateDebugNPUTask) | |||||
| return nil | |||||
| } | |||||
| func GetNotebookImageName(imageId string) (string, error) { | |||||
| var validImage = false | |||||
| var imageName = "" | |||||
| for _, imageInfo := range setting.StImageInfos.ImageInfo { | |||||
| if imageInfo.Id == imageId { | |||||
| validImage = true | |||||
| imageName = imageInfo.Value | |||||
| } | |||||
| } | |||||
| if !validImage { | |||||
| log.Error("the image id(%s) is invalid", imageId) | |||||
| return imageName, errors.New("the image id is invalid") | |||||
| } | |||||
| return imageName, nil | |||||
| } | |||||
| /* | |||||
| func HandleNotebookInfo(task *models.Cloudbrain) error { | |||||
| result, err := GetNotebook(task.JobID) | |||||
| if err != nil { | |||||
| log.Error("GetNotebook2(%s) failed:%v", task.DisplayJobName, err) | |||||
| return err | |||||
| } | |||||
| if result != nil { | |||||
| oldStatus := task.Status | |||||
| task.Status = result.Status | |||||
| if task.StartTime == 0 && result.Lease.UpdateTime > 0 { | |||||
| task.StartTime = timeutil.TimeStamp(result.Lease.UpdateTime / 1000) | |||||
| } | |||||
| if task.EndTime == 0 && models.IsModelArtsDebugJobTerminal(task.Status) { | |||||
| task.EndTime = timeutil.TimeStampNow() | |||||
| } | |||||
| task.CorrectCreateUnix() | |||||
| task.ComputeAndSetDuration() | |||||
| if oldStatus != task.Status { | |||||
| notification.NotifyChangeCloudbrainStatus(task, oldStatus) | |||||
| } | |||||
| if task.FlavorCode == "" { | |||||
| task.FlavorCode = result.Flavor | |||||
| } | |||||
| err = models.UpdateJob(task) | |||||
| if err != nil { | |||||
| log.Error("UpdateJob(%s) failed:%v", task.DisplayJobName, err) | |||||
| return err | |||||
| } | |||||
| } | |||||
| return nil | |||||
| } | |||||
| */ | |||||
| @@ -0,0 +1,220 @@ | |||||
| package modelarts_cd | |||||
| import ( | |||||
| "bytes" | |||||
| "code.gitea.io/gitea/modules/modelarts_gateway/core" | |||||
| "crypto/tls" | |||||
| "encoding/json" | |||||
| "fmt" | |||||
| "io/ioutil" | |||||
| "net/http" | |||||
| "strconv" | |||||
| "time" | |||||
| "code.gitea.io/gitea/models" | |||||
| "code.gitea.io/gitea/modules/log" | |||||
| "code.gitea.io/gitea/modules/setting" | |||||
| ) | |||||
| var ( | |||||
| httpClient *http.Client | |||||
| HOST string | |||||
| TOKEN string | |||||
| ) | |||||
| const ( | |||||
| errorCodeExceedLimit = "ModelArts.0118" | |||||
| //notebook 2.0 | |||||
| urlNotebook2 = "/notebooks" | |||||
| //error code | |||||
| modelartsIllegalToken = "ModelArts.6401" | |||||
| NotebookNotFound = "ModelArts.6404" | |||||
| NotebookNoPermission = "ModelArts.6407" | |||||
| NotebookInvalid = "ModelArts.6400" | |||||
| UnknownErrorPrefix = "UNKNOWN:" | |||||
| ) | |||||
| func getHttpClient() *http.Client { | |||||
| if httpClient == nil { | |||||
| httpClient = &http.Client{ | |||||
| Timeout: 30 * time.Second, | |||||
| Transport: &http.Transport{TLSClientConfig: &tls.Config{InsecureSkipVerify: true}}, | |||||
| } | |||||
| } | |||||
| return httpClient | |||||
| } | |||||
| func GetNotebook(jobID string) (*models.GetNotebook2Result, error) { | |||||
| var result models.GetNotebook2Result | |||||
| client := getHttpClient() | |||||
| s := core.Signer{ | |||||
| Key: setting.ModelartsCD.AccessKey, | |||||
| Secret: setting.ModelartsCD.SecretKey, | |||||
| } | |||||
| r, _ := http.NewRequest(http.MethodGet, | |||||
| setting.ModelartsCD.EndPoint+"/v1/"+setting.ModelartsCD.ProjectID+urlNotebook2+"/"+jobID, | |||||
| nil) | |||||
| r.Header.Add("content-type", "application/json") | |||||
| s.Sign(r) | |||||
| resp, err := client.Do(r) | |||||
| if err != nil { | |||||
| log.Error("client.Do failed: %s", err.Error()) | |||||
| return &result, fmt.Errorf("client.Do failed: %s", err.Error()) | |||||
| } | |||||
| defer resp.Body.Close() | |||||
| body, err := ioutil.ReadAll(resp.Body) | |||||
| if err != nil { | |||||
| log.Error("ioutil.ReadAll failed: %s", err.Error()) | |||||
| return &result, fmt.Errorf("ioutil.ReadAll failed: %s", err.Error()) | |||||
| } | |||||
| err = json.Unmarshal(body, &result) | |||||
| if err != nil { | |||||
| log.Error("json.Unmarshal failed: %s", err.Error()) | |||||
| return &result, fmt.Errorf("son.Unmarshal failed: %s", err.Error()) | |||||
| } | |||||
| if len(result.ErrorCode) != 0 { | |||||
| log.Error("GetNotebook failed(%s): %s", result.ErrorCode, result.ErrorMsg) | |||||
| return &result, fmt.Errorf("GetNotebook failed(%s): %s", result.ErrorCode, result.ErrorMsg) | |||||
| } | |||||
| return &result, nil | |||||
| } | |||||
| func ManageNotebook(jobID string, param models.NotebookAction) (*models.NotebookActionResult, error) { | |||||
| var result models.NotebookActionResult | |||||
| client := getHttpClient() | |||||
| s := core.Signer{ | |||||
| Key: setting.ModelartsCD.AccessKey, | |||||
| Secret: setting.ModelartsCD.SecretKey, | |||||
| } | |||||
| r, _ := http.NewRequest(http.MethodPost, | |||||
| setting.ModelartsCD.EndPoint+"/v1/"+setting.ModelartsCD.ProjectID+urlNotebook2+"/"+jobID+"/"+param.Action+"?duration="+strconv.Itoa(autoStopDurationMs), | |||||
| nil) | |||||
| r.Header.Add("content-type", "application/json") | |||||
| s.Sign(r) | |||||
| resp, err := client.Do(r) | |||||
| if err != nil { | |||||
| log.Error("client.Do failed: %s", err.Error()) | |||||
| return &result, fmt.Errorf("client.Do failed: %s", err.Error()) | |||||
| } | |||||
| defer resp.Body.Close() | |||||
| body, err := ioutil.ReadAll(resp.Body) | |||||
| if err != nil { | |||||
| log.Error("ioutil.ReadAll failed: %s", err.Error()) | |||||
| return &result, fmt.Errorf("ioutil.ReadAll failed: %s", err.Error()) | |||||
| } | |||||
| err = json.Unmarshal(body, &result) | |||||
| if err != nil { | |||||
| log.Error("json.Unmarshal failed: %s", err.Error()) | |||||
| return &result, fmt.Errorf("son.Unmarshal failed: %s", err.Error()) | |||||
| } | |||||
| if len(result.ErrorCode) != 0 { | |||||
| log.Error("ManageNotebook2 failed(%s): %s", result.ErrorCode, result.ErrorMsg) | |||||
| return &result, fmt.Errorf("ManageNotebook failed(%s): %s", result.ErrorCode, result.ErrorMsg) | |||||
| } | |||||
| return &result, nil | |||||
| } | |||||
| func DelNotebook(jobID string) (*models.NotebookDelResult, error) { | |||||
| var result models.NotebookDelResult | |||||
| client := getHttpClient() | |||||
| s := core.Signer{ | |||||
| Key: setting.ModelartsCD.AccessKey, | |||||
| Secret: setting.ModelartsCD.SecretKey, | |||||
| } | |||||
| r, _ := http.NewRequest(http.MethodDelete, | |||||
| setting.ModelartsCD.EndPoint+"/v1/"+setting.ModelartsCD.ProjectID+urlNotebook2+"/"+jobID, | |||||
| nil) | |||||
| r.Header.Add("content-type", "application/json") | |||||
| s.Sign(r) | |||||
| resp, err := client.Do(r) | |||||
| if err != nil { | |||||
| log.Error("client.Do failed: %s", err.Error()) | |||||
| return &result, fmt.Errorf("client.Do failed: %s", err.Error()) | |||||
| } | |||||
| defer resp.Body.Close() | |||||
| body, err := ioutil.ReadAll(resp.Body) | |||||
| if err != nil { | |||||
| log.Error("ioutil.ReadAll failed: %s", err.Error()) | |||||
| return &result, fmt.Errorf("ioutil.ReadAll failed: %s", err.Error()) | |||||
| } | |||||
| err = json.Unmarshal(body, &result) | |||||
| if err != nil { | |||||
| log.Error("json.Unmarshal failed: %s", err.Error()) | |||||
| return &result, fmt.Errorf("son.Unmarshal failed: %s", err.Error()) | |||||
| } | |||||
| if len(result.ErrorCode) != 0 { | |||||
| log.Error("DelNotebook2 failed(%s): %s", result.ErrorCode, result.ErrorMsg) | |||||
| return &result, fmt.Errorf("DelNotebook2 failed(%s): %s", result.ErrorCode, result.ErrorMsg) | |||||
| } | |||||
| return &result, nil | |||||
| } | |||||
| func createNotebook(createJobParams models.CreateNotebookWithoutPoolParams) (*models.CreateNotebookResult, error) { | |||||
| var result models.CreateNotebookResult | |||||
| client := getHttpClient() | |||||
| s := core.Signer{ | |||||
| Key: setting.ModelartsCD.AccessKey, | |||||
| Secret: setting.ModelartsCD.SecretKey, | |||||
| } | |||||
| req, _ := json.Marshal(createJobParams) | |||||
| r, _ := http.NewRequest(http.MethodPost, | |||||
| setting.ModelartsCD.EndPoint+"/v1/"+setting.ModelartsCD.ProjectID+urlNotebook2, | |||||
| ioutil.NopCloser(bytes.NewBuffer(req))) | |||||
| r.Header.Add("content-type", "application/json") | |||||
| s.Sign(r) | |||||
| resp, err := client.Do(r) | |||||
| if err != nil { | |||||
| log.Error("client.Do failed: %s", err.Error()) | |||||
| return &result, fmt.Errorf("client.Do failed: %s", err.Error()) | |||||
| } | |||||
| defer resp.Body.Close() | |||||
| body, err := ioutil.ReadAll(resp.Body) | |||||
| if err != nil { | |||||
| log.Error("ioutil.ReadAll failed: %s", err.Error()) | |||||
| return &result, fmt.Errorf("ioutil.ReadAll failed: %s", err.Error()) | |||||
| } | |||||
| err = json.Unmarshal(body, &result) | |||||
| if err != nil { | |||||
| log.Error("json.Unmarshal failed: %s", err.Error()) | |||||
| return &result, fmt.Errorf("json.Unmarshal failed: %s", err.Error()) | |||||
| } | |||||
| if len(result.ErrorCode) != 0 { | |||||
| log.Error("createNotebook failed(%s): %s", result.ErrorCode, result.ErrorMsg) | |||||
| if result.ErrorCode == errorCodeExceedLimit { | |||||
| result.ErrorMsg = "所选规格使用数量已超过最大配额限制。" | |||||
| } | |||||
| return &result, fmt.Errorf("createNotebook failed(%s): %s", result.ErrorCode, result.ErrorMsg) | |||||
| } | |||||
| return &result, nil | |||||
| } | |||||
| @@ -0,0 +1,42 @@ | |||||
| // based on https://github.com/golang/go/blob/master/src/net/url/url.go | |||||
| // Copyright 2009 The Go Authors. All rights reserved. | |||||
| // Use of this source code is governed by a BSD-style | |||||
| // license that can be found in the LICENSE file. | |||||
| package core | |||||
| func shouldEscape(c byte) bool { | |||||
| if 'A' <= c && c <= 'Z' || 'a' <= c && c <= 'z' || '0' <= c && c <= '9' || c == '_' || c == '-' || c == '~' || c == '.' { | |||||
| return false | |||||
| } | |||||
| return true | |||||
| } | |||||
| func escape(s string) string { | |||||
| hexCount := 0 | |||||
| for i := 0; i < len(s); i++ { | |||||
| c := s[i] | |||||
| if shouldEscape(c) { | |||||
| hexCount++ | |||||
| } | |||||
| } | |||||
| if hexCount == 0 { | |||||
| return s | |||||
| } | |||||
| t := make([]byte, len(s)+2*hexCount) | |||||
| j := 0 | |||||
| for i := 0; i < len(s); i++ { | |||||
| switch c := s[i]; { | |||||
| case shouldEscape(c): | |||||
| t[j] = '%' | |||||
| t[j+1] = "0123456789ABCDEF"[c>>4] | |||||
| t[j+2] = "0123456789ABCDEF"[c&15] | |||||
| j += 3 | |||||
| default: | |||||
| t[j] = s[i] | |||||
| j++ | |||||
| } | |||||
| } | |||||
| return string(t) | |||||
| } | |||||
| @@ -0,0 +1,208 @@ | |||||
| // HWS API Gateway Signature | |||||
| // based on https://github.com/datastream/aws/blob/master/signv4.go | |||||
| // Copyright (c) 2014, Xianjie | |||||
| package core | |||||
| import ( | |||||
| "bytes" | |||||
| "crypto/hmac" | |||||
| "crypto/sha256" | |||||
| "fmt" | |||||
| "io/ioutil" | |||||
| "net/http" | |||||
| "sort" | |||||
| "strings" | |||||
| "time" | |||||
| ) | |||||
| const ( | |||||
| BasicDateFormat = "20060102T150405Z" | |||||
| Algorithm = "SDK-HMAC-SHA256" | |||||
| HeaderXDate = "X-Sdk-Date" | |||||
| HeaderHost = "host" | |||||
| HeaderAuthorization = "Authorization" | |||||
| HeaderContentSha256 = "X-Sdk-Content-Sha256" | |||||
| ) | |||||
| func hmacsha256(key []byte, data string) ([]byte, error) { | |||||
| h := hmac.New(sha256.New, []byte(key)) | |||||
| if _, err := h.Write([]byte(data)); err != nil { | |||||
| return nil, err | |||||
| } | |||||
| return h.Sum(nil), nil | |||||
| } | |||||
| // Build a CanonicalRequest from a regular request string | |||||
| // | |||||
| // CanonicalRequest = | |||||
| // HTTPRequestMethod + '\n' + | |||||
| // CanonicalURI + '\n' + | |||||
| // CanonicalQueryString + '\n' + | |||||
| // CanonicalHeaders + '\n' + | |||||
| // SignedHeaders + '\n' + | |||||
| // HexEncode(Hash(RequestPayload)) | |||||
| func CanonicalRequest(r *http.Request, signedHeaders []string) (string, error) { | |||||
| var hexencode string | |||||
| var err error | |||||
| if hex := r.Header.Get(HeaderContentSha256); hex != "" { | |||||
| hexencode = hex | |||||
| } else { | |||||
| data, err := RequestPayload(r) | |||||
| if err != nil { | |||||
| return "", err | |||||
| } | |||||
| hexencode, err = HexEncodeSHA256Hash(data) | |||||
| if err != nil { | |||||
| return "", err | |||||
| } | |||||
| } | |||||
| return fmt.Sprintf("%s\n%s\n%s\n%s\n%s\n%s", r.Method, CanonicalURI(r), CanonicalQueryString(r), CanonicalHeaders(r, signedHeaders), strings.Join(signedHeaders, ";"), hexencode), err | |||||
| } | |||||
| // CanonicalURI returns request uri | |||||
| func CanonicalURI(r *http.Request) string { | |||||
| pattens := strings.Split(r.URL.Path, "/") | |||||
| var uri []string | |||||
| for _, v := range pattens { | |||||
| uri = append(uri, escape(v)) | |||||
| } | |||||
| urlpath := strings.Join(uri, "/") | |||||
| if len(urlpath) == 0 || urlpath[len(urlpath)-1] != '/' { | |||||
| urlpath = urlpath + "/" | |||||
| } | |||||
| return urlpath | |||||
| } | |||||
| // CanonicalQueryString | |||||
| func CanonicalQueryString(r *http.Request) string { | |||||
| var keys []string | |||||
| query := r.URL.Query() | |||||
| for key := range query { | |||||
| keys = append(keys, key) | |||||
| } | |||||
| sort.Strings(keys) | |||||
| var a []string | |||||
| for _, key := range keys { | |||||
| k := escape(key) | |||||
| sort.Strings(query[key]) | |||||
| for _, v := range query[key] { | |||||
| kv := fmt.Sprintf("%s=%s", k, escape(v)) | |||||
| a = append(a, kv) | |||||
| } | |||||
| } | |||||
| queryStr := strings.Join(a, "&") | |||||
| r.URL.RawQuery = queryStr | |||||
| return queryStr | |||||
| } | |||||
| // CanonicalHeaders | |||||
| func CanonicalHeaders(r *http.Request, signerHeaders []string) string { | |||||
| var a []string | |||||
| header := make(map[string][]string) | |||||
| for k, v := range r.Header { | |||||
| header[strings.ToLower(k)] = v | |||||
| } | |||||
| for _, key := range signerHeaders { | |||||
| value := header[key] | |||||
| if strings.EqualFold(key, HeaderHost) { | |||||
| value = []string{r.Host} | |||||
| } | |||||
| sort.Strings(value) | |||||
| for _, v := range value { | |||||
| a = append(a, key+":"+strings.TrimSpace(v)) | |||||
| } | |||||
| } | |||||
| return fmt.Sprintf("%s\n", strings.Join(a, "\n")) | |||||
| } | |||||
| // SignedHeaders | |||||
| func SignedHeaders(r *http.Request) []string { | |||||
| var a []string | |||||
| for key := range r.Header { | |||||
| a = append(a, strings.ToLower(key)) | |||||
| } | |||||
| sort.Strings(a) | |||||
| return a | |||||
| } | |||||
| // RequestPayload | |||||
| func RequestPayload(r *http.Request) ([]byte, error) { | |||||
| if r.Body == nil { | |||||
| return []byte(""), nil | |||||
| } | |||||
| b, err := ioutil.ReadAll(r.Body) | |||||
| if err != nil { | |||||
| return []byte(""), err | |||||
| } | |||||
| r.Body = ioutil.NopCloser(bytes.NewBuffer(b)) | |||||
| return b, err | |||||
| } | |||||
| // Create a "String to Sign". | |||||
| func StringToSign(canonicalRequest string, t time.Time) (string, error) { | |||||
| hash := sha256.New() | |||||
| _, err := hash.Write([]byte(canonicalRequest)) | |||||
| if err != nil { | |||||
| return "", err | |||||
| } | |||||
| return fmt.Sprintf("%s\n%s\n%x", | |||||
| Algorithm, t.UTC().Format(BasicDateFormat), hash.Sum(nil)), nil | |||||
| } | |||||
| // Create the HWS Signature. | |||||
| func SignStringToSign(stringToSign string, signingKey []byte) (string, error) { | |||||
| hm, err := hmacsha256(signingKey, stringToSign) | |||||
| return fmt.Sprintf("%x", hm), err | |||||
| } | |||||
| // HexEncodeSHA256Hash returns hexcode of sha256 | |||||
| func HexEncodeSHA256Hash(body []byte) (string, error) { | |||||
| hash := sha256.New() | |||||
| if body == nil { | |||||
| body = []byte("") | |||||
| } | |||||
| _, err := hash.Write(body) | |||||
| return fmt.Sprintf("%x", hash.Sum(nil)), err | |||||
| } | |||||
| // Get the finalized value for the "Authorization" header. The signature parameter is the output from SignStringToSign | |||||
| func AuthHeaderValue(signature, accessKey string, signedHeaders []string) string { | |||||
| return fmt.Sprintf("%s Access=%s, SignedHeaders=%s, Signature=%s", Algorithm, accessKey, strings.Join(signedHeaders, ";"), signature) | |||||
| } | |||||
| // Signature HWS meta | |||||
| type Signer struct { | |||||
| Key string | |||||
| Secret string | |||||
| } | |||||
| // SignRequest set Authorization header | |||||
| func (s *Signer) Sign(r *http.Request) error { | |||||
| var t time.Time | |||||
| var err error | |||||
| var dt string | |||||
| if dt = r.Header.Get(HeaderXDate); dt != "" { | |||||
| t, err = time.Parse(BasicDateFormat, dt) | |||||
| } | |||||
| if err != nil || dt == "" { | |||||
| t = time.Now() | |||||
| r.Header.Set(HeaderXDate, t.UTC().Format(BasicDateFormat)) | |||||
| } | |||||
| signedHeaders := SignedHeaders(r) | |||||
| canonicalRequest, err := CanonicalRequest(r, signedHeaders) | |||||
| if err != nil { | |||||
| return err | |||||
| } | |||||
| stringToSign, err := StringToSign(canonicalRequest, t) | |||||
| if err != nil { | |||||
| return err | |||||
| } | |||||
| signature, err := SignStringToSign(stringToSign, []byte(s.Secret)) | |||||
| if err != nil { | |||||
| return err | |||||
| } | |||||
| authValue := AuthHeaderValue(signature, s.Key, signedHeaders) | |||||
| r.Header.Set(HeaderAuthorization, authValue) | |||||
| return nil | |||||
| } | |||||
| @@ -75,6 +75,26 @@ type C2NetSqInfos struct { | |||||
| C2NetSqInfo []*C2NetSequenceInfo `json:"sequence"` | C2NetSqInfo []*C2NetSequenceInfo `json:"sequence"` | ||||
| } | } | ||||
| type StFlavorInfos struct { | |||||
| FlavorInfo []*FlavorInfo `json:"flavor_info"` | |||||
| } | |||||
| type FlavorInfo struct { | |||||
| Id int `json:"id"` | |||||
| Value string `json:"value"` | |||||
| Desc string `json:"desc"` | |||||
| } | |||||
| type StImageInfosModelArts struct { | |||||
| ImageInfo []*ImageInfoModelArts `json:"image_info"` | |||||
| } | |||||
| type ImageInfoModelArts struct { | |||||
| Id string `json:"id"` | |||||
| Value string `json:"value"` | |||||
| Desc string `json:"desc"` | |||||
| } | |||||
| var ( | var ( | ||||
| // AppVer settings | // AppVer settings | ||||
| AppVer string | AppVer string | ||||
| @@ -535,18 +555,31 @@ var ( | |||||
| AllowedOrg string | AllowedOrg string | ||||
| ProfileID string | ProfileID string | ||||
| PoolInfos string | PoolInfos string | ||||
| Flavor string | |||||
| FlavorInfos string | |||||
| DebugHost string | DebugHost string | ||||
| ImageInfos string | ImageInfos string | ||||
| Capacity int | Capacity int | ||||
| MaxTempQueryTimes int | MaxTempQueryTimes int | ||||
| StFlavorInfo *StFlavorInfos | |||||
| StImageInfos *StImageInfosModelArts | |||||
| //train-job | //train-job | ||||
| ResourcePools string | ResourcePools string | ||||
| Engines string | Engines string | ||||
| EngineVersions string | EngineVersions string | ||||
| FlavorInfos string | |||||
| TrainJobFLAVORINFOS string | TrainJobFLAVORINFOS string | ||||
| ModelArtsSpecialPools string | ModelArtsSpecialPools string | ||||
| ModelArtsMultiNode string | |||||
| // modelarts-cd config | |||||
| ModelartsCD = struct { | |||||
| Enabled bool | |||||
| EndPoint string | |||||
| ProjectID string | |||||
| AccessKey string | |||||
| SecretKey string | |||||
| ImageInfos string | |||||
| FlavorInfos string | |||||
| }{} | |||||
| //grampus config | //grampus config | ||||
| Grampus = struct { | Grampus = struct { | ||||
| @@ -1422,9 +1455,8 @@ func NewContext() { | |||||
| AllowedOrg = sec.Key("ORGANIZATION").MustString("") | AllowedOrg = sec.Key("ORGANIZATION").MustString("") | ||||
| ProfileID = sec.Key("PROFILE_ID").MustString("") | ProfileID = sec.Key("PROFILE_ID").MustString("") | ||||
| PoolInfos = sec.Key("POOL_INFOS").MustString("") | PoolInfos = sec.Key("POOL_INFOS").MustString("") | ||||
| Flavor = sec.Key("FLAVOR").MustString("") | |||||
| ImageInfos = sec.Key("IMAGE_INFOS").MustString("") | ImageInfos = sec.Key("IMAGE_INFOS").MustString("") | ||||
| Capacity = sec.Key("IMAGE_INFOS").MustInt(100) | |||||
| Capacity = sec.Key("CAPACITY").MustInt(100) | |||||
| MaxTempQueryTimes = sec.Key("MAX_TEMP_QUERY_TIMES").MustInt(30) | MaxTempQueryTimes = sec.Key("MAX_TEMP_QUERY_TIMES").MustInt(30) | ||||
| ResourcePools = sec.Key("Resource_Pools").MustString("") | ResourcePools = sec.Key("Resource_Pools").MustString("") | ||||
| Engines = sec.Key("Engines").MustString("") | Engines = sec.Key("Engines").MustString("") | ||||
| @@ -1432,6 +1464,7 @@ func NewContext() { | |||||
| FlavorInfos = sec.Key("FLAVOR_INFOS").MustString("") | FlavorInfos = sec.Key("FLAVOR_INFOS").MustString("") | ||||
| TrainJobFLAVORINFOS = sec.Key("TrainJob_FLAVOR_INFOS").MustString("") | TrainJobFLAVORINFOS = sec.Key("TrainJob_FLAVOR_INFOS").MustString("") | ||||
| ModelArtsSpecialPools = sec.Key("SPECIAL_POOL").MustString("") | ModelArtsSpecialPools = sec.Key("SPECIAL_POOL").MustString("") | ||||
| ModelArtsMultiNode=sec.Key("MULTI_NODE").MustString("") | |||||
| sec = Cfg.Section("elk") | sec = Cfg.Section("elk") | ||||
| ElkUrl = sec.Key("ELKURL").MustString("") | ElkUrl = sec.Key("ELKURL").MustString("") | ||||
| @@ -1472,8 +1505,8 @@ func NewContext() { | |||||
| Course.OrgName = sec.Key("org_name").MustString("") | Course.OrgName = sec.Key("org_name").MustString("") | ||||
| Course.TeamName = sec.Key("team_name").MustString("") | Course.TeamName = sec.Key("team_name").MustString("") | ||||
| GetGrampusConfig() | |||||
| getGrampusConfig() | |||||
| getModelartsCDConfig() | |||||
| getModelConvertConfig() | getModelConvertConfig() | ||||
| } | } | ||||
| @@ -1496,7 +1529,22 @@ func getModelConvertConfig() { | |||||
| ModelConvert.NPU_TENSORFLOW_IMAGE_ID = sec.Key("NPU_TENSORFLOW_IMAGE_ID").MustInt(35) | ModelConvert.NPU_TENSORFLOW_IMAGE_ID = sec.Key("NPU_TENSORFLOW_IMAGE_ID").MustInt(35) | ||||
| } | } | ||||
| func GetGrampusConfig() { | |||||
| func getModelartsCDConfig() { | |||||
| sec := Cfg.Section("modelarts-cd") | |||||
| ModelartsCD.Enabled = sec.Key("ENABLED").MustBool(false) | |||||
| ModelartsCD.EndPoint = sec.Key("ENDPOINT").MustString("https://modelarts.cn-southwest-228.cdzs.cn") | |||||
| ModelartsCD.ProjectID = sec.Key("PROJECT_ID").MustString("") | |||||
| ModelartsCD.AccessKey = sec.Key("ACCESS_KEY").MustString("") | |||||
| ModelartsCD.SecretKey = sec.Key("SECRET_KEY").MustString("") | |||||
| ModelartsCD.ImageInfos = sec.Key("IMAGE_INFOS").MustString("") | |||||
| ModelartsCD.FlavorInfos = sec.Key("FLAVOR_INFOS").MustString("") | |||||
| getNotebookImageInfos() | |||||
| getNotebookFlavorInfos() | |||||
| } | |||||
| func getGrampusConfig() { | |||||
| sec := Cfg.Section("grampus") | sec := Cfg.Section("grampus") | ||||
| Grampus.Env = sec.Key("ENV").MustString("TEST") | Grampus.Env = sec.Key("ENV").MustString("TEST") | ||||
| @@ -1630,6 +1678,26 @@ func ensureLFSDirectory() { | |||||
| } | } | ||||
| } | } | ||||
| func getNotebookImageInfos() { | |||||
| if StImageInfos == nil { | |||||
| if ModelartsCD.Enabled { | |||||
| json.Unmarshal([]byte(ModelartsCD.ImageInfos), &StImageInfos) | |||||
| } else { | |||||
| json.Unmarshal([]byte(ImageInfos), &StImageInfos) | |||||
| } | |||||
| } | |||||
| } | |||||
| func getNotebookFlavorInfos() { | |||||
| if StFlavorInfo == nil { | |||||
| if ModelartsCD.Enabled { | |||||
| json.Unmarshal([]byte(ModelartsCD.FlavorInfos), &StFlavorInfo) | |||||
| } else { | |||||
| json.Unmarshal([]byte(FlavorInfos), &StFlavorInfo) | |||||
| } | |||||
| } | |||||
| } | |||||
| // NewServices initializes the services | // NewServices initializes the services | ||||
| func NewServices() { | func NewServices() { | ||||
| InitDBConfig() | InitDBConfig() | ||||
| @@ -1079,6 +1079,7 @@ balance.total_view = Total Balance | |||||
| balance.available = Available Balance: | balance.available = Available Balance: | ||||
| cloudbrain1 = cloudbrain1 | cloudbrain1 = cloudbrain1 | ||||
| cloudbrain2 = cloudbrain2 | cloudbrain2 = cloudbrain2 | ||||
| cdCenter = cd_ai_center | |||||
| cloudbrain_selection = select cloudbrain | cloudbrain_selection = select cloudbrain | ||||
| cloudbrain_platform_selection = Select the cloudbrain platform you want to use: | cloudbrain_platform_selection = Select the cloudbrain platform you want to use: | ||||
| confirm_choice = Confirm | confirm_choice = Confirm | ||||
| @@ -1213,6 +1214,7 @@ modelarts.infer_job.select_model = Select Model | |||||
| modelarts.infer_job.boot_file_helper=The startup file is the entry file for your program execution and must end in.py.Such as inference.py, main.py, example/inference.py, case/main.py. | modelarts.infer_job.boot_file_helper=The startup file is the entry file for your program execution and must end in.py.Such as inference.py, main.py, example/inference.py, case/main.py. | ||||
| modelarts.infer_job.tooltip = The model has been deleted and cannot be viewed. | modelarts.infer_job.tooltip = The model has been deleted and cannot be viewed. | ||||
| modelarts.download_log=Download log file | modelarts.download_log=Download log file | ||||
| modelarts.no_node_right = The value of 'Amount of Compute Node' is wrong, you have no right to use the current value of 'Amount of Compute Node'. | |||||
| debug_task_not_created = Debug task has not been created | debug_task_not_created = Debug task has not been created | ||||
| @@ -1080,6 +1080,7 @@ balance.total_view=余额总览 | |||||
| balance.available=可用余额: | balance.available=可用余额: | ||||
| cloudbrain1=云脑1 | cloudbrain1=云脑1 | ||||
| cloudbrain2=云脑2 | cloudbrain2=云脑2 | ||||
| cdCenter=成都智算中心 | |||||
| intelligent_net=智算网络 | intelligent_net=智算网络 | ||||
| cloudbrain_selection=云脑选择 | cloudbrain_selection=云脑选择 | ||||
| cloudbrain_platform_selection=选择您准备使用的云脑平台: | cloudbrain_platform_selection=选择您准备使用的云脑平台: | ||||
| @@ -1226,6 +1227,7 @@ modelarts.infer_job.select_model = 选择模型 | |||||
| modelarts.infer_job.boot_file_helper=启动文件是您程序执行的入口文件,必须是以.py结尾的文件。比如inference.py、main.py、example/inference.py、case/main.py。 | modelarts.infer_job.boot_file_helper=启动文件是您程序执行的入口文件,必须是以.py结尾的文件。比如inference.py、main.py、example/inference.py、case/main.py。 | ||||
| modelarts.infer_job.tooltip = 该模型已删除,无法查看。 | modelarts.infer_job.tooltip = 该模型已删除,无法查看。 | ||||
| modelarts.download_log=下载日志文件 | modelarts.download_log=下载日志文件 | ||||
| modelarts.no_node_right = 计算节点数的值配置错误,您没有权限使用当前配置的计算节点数。 | |||||
| debug_task_not_created = 未创建过调试任务 | debug_task_not_created = 未创建过调试任务 | ||||
| @@ -405,52 +405,159 @@ func CloudbrainDownloadLogFile(ctx *context.Context) { | |||||
| func CloudbrainGetLog(ctx *context.Context) { | func CloudbrainGetLog(ctx *context.Context) { | ||||
| ID := ctx.Params(":id") | ID := ctx.Params(":id") | ||||
| startLine := ctx.QueryInt("base_line") | |||||
| lines := ctx.QueryInt("lines") | |||||
| endLine := startLine + lines | |||||
| order := ctx.Query("order") | |||||
| if order == "asc" { | |||||
| endLine = startLine | |||||
| startLine = endLine - lines | |||||
| if startLine < 0 { | |||||
| startLine = 0 | |||||
| } | |||||
| } | |||||
| job, err := models.GetCloudbrainByID(ID) | job, err := models.GetCloudbrainByID(ID) | ||||
| if err != nil { | if err != nil { | ||||
| log.Error("GetCloudbrainByJobName failed: %v", err, ctx.Data["MsgID"]) | log.Error("GetCloudbrainByJobName failed: %v", err, ctx.Data["MsgID"]) | ||||
| ctx.ServerError(err.Error(), err) | ctx.ServerError(err.Error(), err) | ||||
| return | return | ||||
| } | } | ||||
| result := getLogFromModelDir(job.JobName, startLine, endLine) | |||||
| if result == nil { | |||||
| log.Error("GetJobLog failed: %v", err, ctx.Data["MsgID"]) | |||||
| ctx.ServerError(err.Error(), err) | |||||
| return | |||||
| lines := ctx.QueryInt("lines") | |||||
| baseLine := ctx.Query("base_line") | |||||
| order := ctx.Query("order") | |||||
| var result map[string]interface{} | |||||
| resultPath := "/model" | |||||
| if job.JobType == string(models.JobTypeInference) { | |||||
| resultPath = "/result" | |||||
| } | |||||
| if baseLine == "" && order == "desc" { | |||||
| result = getLastLogFromModelDir(job.JobName, lines, resultPath) | |||||
| } else { | |||||
| startLine := ctx.QueryInt("base_line") | |||||
| endLine := startLine + lines | |||||
| if order == "asc" { | |||||
| if baseLine == "" { | |||||
| startLine = 0 | |||||
| endLine = lines | |||||
| } else { | |||||
| endLine = startLine | |||||
| startLine = endLine - lines | |||||
| if startLine < 0 { | |||||
| startLine = 0 | |||||
| } | |||||
| } | |||||
| } | |||||
| result = getLogFromModelDir(job.JobName, startLine, endLine, resultPath) | |||||
| if result == nil { | |||||
| log.Error("GetJobLog failed: %v", err, ctx.Data["MsgID"]) | |||||
| ctx.ServerError(err.Error(), err) | |||||
| return | |||||
| } | |||||
| } | } | ||||
| re := map[string]interface{}{ | re := map[string]interface{}{ | ||||
| "JobID": ID, | "JobID": ID, | ||||
| "LogFileName": result["FileName"], | "LogFileName": result["FileName"], | ||||
| "StartLine": startLine, | |||||
| "EndLine": result["endLine"], | |||||
| "StartLine": result["StartLine"], | |||||
| "EndLine": result["EndLine"], | |||||
| "Content": result["Content"], | "Content": result["Content"], | ||||
| "Lines": result["lines"], | |||||
| "Lines": result["Lines"], | |||||
| "CanLogDownload": result["FileName"] != "", | "CanLogDownload": result["FileName"] != "", | ||||
| } | } | ||||
| //result := CloudbrainGetLogByJobId(job.JobID, job.JobName) | //result := CloudbrainGetLogByJobId(job.JobID, job.JobName) | ||||
| ctx.JSON(http.StatusOK, re) | ctx.JSON(http.StatusOK, re) | ||||
| } | } | ||||
| func getLogFromModelDir(jobName string, startLine int, endLine int) map[string]interface{} { | |||||
| prefix := "/" + setting.CBCodePathPrefix + jobName + "/model" | |||||
| func getAllLineFromFile(path string) int { | |||||
| count := 0 | |||||
| reader, err := os.Open(path) | |||||
| defer reader.Close() | |||||
| if err == nil { | |||||
| r := bufio.NewReader(reader) | |||||
| for { | |||||
| _, error := r.ReadString('\n') | |||||
| if error == io.EOF { | |||||
| log.Info("read file completed.") | |||||
| break | |||||
| } | |||||
| if error != nil { | |||||
| log.Info("read file error." + error.Error()) | |||||
| break | |||||
| } | |||||
| count = count + 1 | |||||
| } | |||||
| } else { | |||||
| log.Info("error:" + err.Error()) | |||||
| } | |||||
| return count | |||||
| } | |||||
| func getLastLogFromModelDir(jobName string, lines int, resultPath string) map[string]interface{} { | |||||
| prefix := "/" + setting.CBCodePathPrefix + jobName + resultPath | |||||
| files, err := storage.GetOneLevelAllObjectUnderDirMinio(setting.Attachment.Minio.Bucket, prefix, "") | files, err := storage.GetOneLevelAllObjectUnderDirMinio(setting.Attachment.Minio.Bucket, prefix, "") | ||||
| if err != nil { | if err != nil { | ||||
| log.Error("query cloudbrain model failed: %v", err) | log.Error("query cloudbrain model failed: %v", err) | ||||
| return nil | return nil | ||||
| } | } | ||||
| re := "" | |||||
| fileName := "" | |||||
| count := 0 | |||||
| allLines := 0 | |||||
| startLine := 0 | |||||
| for _, file := range files { | |||||
| if strings.HasSuffix(file.FileName, "log.txt") { | |||||
| fileName = file.FileName | |||||
| path := storage.GetMinioPath(jobName+resultPath+"/", file.FileName) | |||||
| allLines = getAllLineFromFile(path) | |||||
| startLine = allLines - lines | |||||
| if startLine < 0 { | |||||
| startLine = 0 | |||||
| } | |||||
| count = allLines - startLine | |||||
| log.Info("path=" + path) | |||||
| reader, err := os.Open(path) | |||||
| defer reader.Close() | |||||
| if err == nil { | |||||
| r := bufio.NewReader(reader) | |||||
| for i := 0; i < allLines; i++ { | |||||
| line, error := r.ReadString('\n') | |||||
| if error == io.EOF { | |||||
| log.Info("read file completed.") | |||||
| break | |||||
| } | |||||
| if error != nil { | |||||
| log.Info("read file error." + error.Error()) | |||||
| break | |||||
| } | |||||
| if error == nil { | |||||
| if i >= startLine { | |||||
| re = re + line | |||||
| } | |||||
| } | |||||
| } | |||||
| } else { | |||||
| log.Info("error:" + err.Error()) | |||||
| } | |||||
| break | |||||
| } | |||||
| } | |||||
| return map[string]interface{}{ | |||||
| "JobName": jobName, | |||||
| "Content": re, | |||||
| "FileName": fileName, | |||||
| "Lines": count, | |||||
| "EndLine": allLines, | |||||
| "StartLine": startLine, | |||||
| } | |||||
| } | |||||
| func getLogFromModelDir(jobName string, startLine int, endLine int, resultPath string) map[string]interface{} { | |||||
| prefix := "/" + setting.CBCodePathPrefix + jobName + resultPath | |||||
| files, err := storage.GetOneLevelAllObjectUnderDirMinio(setting.Attachment.Minio.Bucket, prefix, "") | |||||
| if err != nil { | |||||
| log.Error("query cloudbrain model failed: %v", err) | |||||
| return nil | |||||
| } | |||||
| if startLine == endLine { | |||||
| return map[string]interface{}{ | |||||
| "JobName": jobName, | |||||
| "Content": "", | |||||
| "FileName": "", | |||||
| "Lines": 0, | |||||
| "EndLine": startLine, | |||||
| "StartLine": startLine, | |||||
| } | |||||
| } | |||||
| re := "" | re := "" | ||||
| fileName := "" | fileName := "" | ||||
| count := 0 | count := 0 | ||||
| @@ -458,7 +565,7 @@ func getLogFromModelDir(jobName string, startLine int, endLine int) map[string]i | |||||
| for _, file := range files { | for _, file := range files { | ||||
| if strings.HasSuffix(file.FileName, "log.txt") { | if strings.HasSuffix(file.FileName, "log.txt") { | ||||
| fileName = file.FileName | fileName = file.FileName | ||||
| path := storage.GetMinioPath(jobName+"/model/", file.FileName) | |||||
| path := storage.GetMinioPath(jobName+resultPath+"/", file.FileName) | |||||
| log.Info("path=" + path) | log.Info("path=" + path) | ||||
| reader, err := os.Open(path) | reader, err := os.Open(path) | ||||
| defer reader.Close() | defer reader.Close() | ||||
| @@ -467,7 +574,6 @@ func getLogFromModelDir(jobName string, startLine int, endLine int) map[string]i | |||||
| for i := 0; i < endLine; i++ { | for i := 0; i < endLine; i++ { | ||||
| line, error := r.ReadString('\n') | line, error := r.ReadString('\n') | ||||
| log.Info("line=" + line) | log.Info("line=" + line) | ||||
| fileEndLine = i | |||||
| if error == io.EOF { | if error == io.EOF { | ||||
| log.Info("read file completed.") | log.Info("read file completed.") | ||||
| break | break | ||||
| @@ -478,11 +584,13 @@ func getLogFromModelDir(jobName string, startLine int, endLine int) map[string]i | |||||
| } | } | ||||
| if error == nil { | if error == nil { | ||||
| if i >= startLine { | if i >= startLine { | ||||
| fileEndLine = i | |||||
| re = re + line | re = re + line | ||||
| count++ | count++ | ||||
| } | } | ||||
| } | } | ||||
| } | } | ||||
| fileEndLine = fileEndLine + 1 | |||||
| } else { | } else { | ||||
| log.Info("error:" + err.Error()) | log.Info("error:" + err.Error()) | ||||
| } | } | ||||
| @@ -491,11 +599,12 @@ func getLogFromModelDir(jobName string, startLine int, endLine int) map[string]i | |||||
| } | } | ||||
| return map[string]interface{}{ | return map[string]interface{}{ | ||||
| "JobName": jobName, | |||||
| "Content": re, | |||||
| "FileName": fileName, | |||||
| "lines": count, | |||||
| "endLine": fileEndLine, | |||||
| "JobName": jobName, | |||||
| "Content": re, | |||||
| "FileName": fileName, | |||||
| "Lines": count, | |||||
| "EndLine": fileEndLine, | |||||
| "StartLine": startLine, | |||||
| } | } | ||||
| } | } | ||||
| @@ -2335,7 +2335,8 @@ func BenchMarkAlgorithmCreate(ctx *context.Context, form auth.CreateCloudBrainFo | |||||
| ctx.RenderWithErr(ctx.Tr("cloudbrain.error.dataset_select"), tplCloudBrainBenchmarkNew, &form) | ctx.RenderWithErr(ctx.Tr("cloudbrain.error.dataset_select"), tplCloudBrainBenchmarkNew, &form) | ||||
| return | return | ||||
| } | } | ||||
| log.Info("Command=" + command) | |||||
| log.Info("ModelPath=" + storage.GetMinioPath(jobName, cloudbrain.ModelMountPath+"/")) | |||||
| req := cloudbrain.GenerateCloudBrainTaskReq{ | req := cloudbrain.GenerateCloudBrainTaskReq{ | ||||
| Ctx: ctx, | Ctx: ctx, | ||||
| DisplayJobName: displayJobName, | DisplayJobName: displayJobName, | ||||
| @@ -2471,6 +2472,8 @@ func ModelBenchmarkCreate(ctx *context.Context, form auth.CreateCloudBrainForm) | |||||
| ctx.RenderWithErr("Resource specification not available", tpl, &form) | ctx.RenderWithErr("Resource specification not available", tpl, &form) | ||||
| return | return | ||||
| } | } | ||||
| log.Info("Command=" + command) | |||||
| log.Info("ModelPath=" + storage.GetMinioPath(jobName, cloudbrain.ModelMountPath+"/")) | |||||
| req := cloudbrain.GenerateCloudBrainTaskReq{ | req := cloudbrain.GenerateCloudBrainTaskReq{ | ||||
| Ctx: ctx, | Ctx: ctx, | ||||
| DisplayJobName: displayJobName, | DisplayJobName: displayJobName, | ||||
| @@ -2598,7 +2601,7 @@ func getInferenceJobCommand(form auth.CreateCloudBrainInferencForm) (string, err | |||||
| param += " --modelname" + "=" + form.CkptName | param += " --modelname" + "=" + form.CkptName | ||||
| command += "python /code/" + bootFile + param + " > " + cloudbrain.ResultPath + "/" + form.DisplayJobName + "-" + cloudbrain.LogFile | |||||
| command += "python /code/" + bootFile + param + " | tee " + cloudbrain.ResultPath + "/" + form.DisplayJobName + "-" + cloudbrain.LogFile | |||||
| return command, nil | return command, nil | ||||
| } | } | ||||
| @@ -2627,7 +2630,7 @@ func getTrainJobCommand(form auth.CreateCloudBrainForm) (string, error) { | |||||
| } | } | ||||
| } | } | ||||
| command += "python /code/" + bootFile + param + " | tee " + cloudbrain.ModelMountPath + "/" + form.DisplayJobName + "-" + cloudbrain.LogFile | |||||
| command += "python /code/" + bootFile + param + " > " + cloudbrain.ModelMountPath + "/" + form.DisplayJobName + "-" + cloudbrain.LogFile | |||||
| return command, nil | return command, nil | ||||
| } | } | ||||
| @@ -2672,6 +2675,8 @@ func GetCloudbrainAiCenter(task models.Cloudbrain, ctx *context.Context) string | |||||
| return ctx.Tr("repo.cloudbrain1") | return ctx.Tr("repo.cloudbrain1") | ||||
| } else if task.Type == models.TypeCloudBrainTwo { | } else if task.Type == models.TypeCloudBrainTwo { | ||||
| return ctx.Tr("repo.cloudbrain2") | return ctx.Tr("repo.cloudbrain2") | ||||
| } else if task.Type == models.TypeCDCenter { | |||||
| return ctx.Tr("repo.cdCenter") | |||||
| } else if task.Type == models.TypeC2Net { | } else if task.Type == models.TypeC2Net { | ||||
| return getCutStringAiCenterByAiCenter(task.AiCenter) | return getCutStringAiCenterByAiCenter(task.AiCenter) | ||||
| } | } | ||||
| @@ -2686,7 +2691,7 @@ func getCutStringAiCenterByAiCenter(aiCenter string) string { | |||||
| } | } | ||||
| func GetCloudbrainCluster(task models.Cloudbrain, ctx *context.Context) string { | func GetCloudbrainCluster(task models.Cloudbrain, ctx *context.Context) string { | ||||
| if task.Type == models.TypeCloudBrainOne || task.Type == models.TypeCloudBrainTwo { | |||||
| if task.Type == models.TypeCloudBrainOne || task.Type == models.TypeCloudBrainTwo || task.Type == models.TypeCDCenter { | |||||
| return ctx.Tr("cloudbrain.resource_cluster_openi") | return ctx.Tr("cloudbrain.resource_cluster_openi") | ||||
| } else if task.Type == models.TypeC2Net { | } else if task.Type == models.TypeC2Net { | ||||
| return ctx.Tr("cloudbrain.resource_cluster_c2net") | return ctx.Tr("cloudbrain.resource_cluster_c2net") | ||||
| @@ -2773,10 +2778,10 @@ func GetCloudbrainFlavorName(task models.Cloudbrain) (string, error) { | |||||
| return CloudbrainOneFlavorName, nil | return CloudbrainOneFlavorName, nil | ||||
| } | } | ||||
| } | } | ||||
| } else if (task.Type == models.TypeCloudBrainTwo || task.Type == models.TypeC2Net) && task.FlavorName != "" { | |||||
| } else if (task.Type == models.TypeCloudBrainTwo || task.Type == models.TypeC2Net || task.Type == models.TypeCDCenter) && task.FlavorName != "" { | |||||
| replaceFlavorName := strings.ReplaceAll(task.FlavorName, ":", ":") | replaceFlavorName := strings.ReplaceAll(task.FlavorName, ":", ":") | ||||
| return replaceFlavorName, nil | return replaceFlavorName, nil | ||||
| } else if task.Type == models.TypeCloudBrainTwo && task.FlavorName == "" && task.FlavorCode != "" { | |||||
| } else if (task.Type == models.TypeCloudBrainTwo || task.Type == models.TypeCDCenter) && task.FlavorName == "" && task.FlavorCode != "" { | |||||
| cloudbrainTwoFlavorName := getFlavorNameByFlavorCode(task.FlavorCode) | cloudbrainTwoFlavorName := getFlavorNameByFlavorCode(task.FlavorCode) | ||||
| return cloudbrainTwoFlavorName, nil | return cloudbrainTwoFlavorName, nil | ||||
| } else if task.Type == models.TypeCloudBrainTwo && task.JobType == string(models.JobTypeDebug) && task.FlavorName == "" && task.FlavorCode == "" { | } else if task.Type == models.TypeCloudBrainTwo && task.JobType == string(models.JobTypeDebug) && task.FlavorName == "" && task.FlavorCode == "" { | ||||
| @@ -2,6 +2,7 @@ package repo | |||||
| import ( | import ( | ||||
| "archive/zip" | "archive/zip" | ||||
| "code.gitea.io/gitea/modules/modelarts_cd" | |||||
| "code.gitea.io/gitea/services/cloudbrain/resource" | "code.gitea.io/gitea/services/cloudbrain/resource" | ||||
| "encoding/json" | "encoding/json" | ||||
| "errors" | "errors" | ||||
| @@ -60,18 +61,11 @@ func DebugJobIndex(ctx *context.Context) { | |||||
| if page <= 0 { | if page <= 0 { | ||||
| page = 1 | page = 1 | ||||
| } | } | ||||
| typeCloudBrain := models.TypeCloudBrainAll | |||||
| jobTypeNot := false | jobTypeNot := false | ||||
| if listType == models.GPUResource { | |||||
| typeCloudBrain = models.TypeCloudBrainOne | |||||
| } else if listType == models.NPUResource { | |||||
| typeCloudBrain = models.TypeCloudBrainTwo | |||||
| } else if listType == models.AllResource { | |||||
| typeCloudBrain = models.TypeCloudBrainAll | |||||
| } else { | |||||
| log.Error("listType(%s) error", listType) | |||||
| ctx.ServerError("listType error", errors.New("listType error")) | |||||
| return | |||||
| var computeResource string | |||||
| if listType != models.AllResource { | |||||
| computeResource = listType | |||||
| } | } | ||||
| var jobTypes []string | var jobTypes []string | ||||
| @@ -81,10 +75,11 @@ func DebugJobIndex(ctx *context.Context) { | |||||
| Page: page, | Page: page, | ||||
| PageSize: setting.UI.IssuePagingNum, | PageSize: setting.UI.IssuePagingNum, | ||||
| }, | }, | ||||
| RepoID: repo.ID, | |||||
| Type: typeCloudBrain, | |||||
| JobTypeNot: jobTypeNot, | |||||
| JobTypes: jobTypes, | |||||
| RepoID: repo.ID, | |||||
| ComputeResource: computeResource, | |||||
| Type: models.TypeCloudBrainAll, | |||||
| JobTypeNot: jobTypeNot, | |||||
| JobTypes: jobTypes, | |||||
| }) | }) | ||||
| if err != nil { | if err != nil { | ||||
| ctx.ServerError("Get debugjob faild:", err) | ctx.ServerError("Get debugjob faild:", err) | ||||
| @@ -134,6 +129,7 @@ func notebookNewDataPrepare(ctx *context.Context) error { | |||||
| return err | return err | ||||
| } | } | ||||
| ctx.Data["attachments"] = attachs | ctx.Data["attachments"] = attachs | ||||
| ctx.Data["images"] = setting.StImageInfos.ImageInfo | |||||
| if modelarts.ImageInfos == nil { | if modelarts.ImageInfos == nil { | ||||
| json.Unmarshal([]byte(setting.ImageInfos), &modelarts.ImageInfos) | json.Unmarshal([]byte(setting.ImageInfos), &modelarts.ImageInfos) | ||||
| @@ -256,6 +252,13 @@ func Notebook2Create(ctx *context.Context, form auth.CreateModelArtsNotebookForm | |||||
| return | return | ||||
| } | } | ||||
| err = modelarts.GenerateNotebook2(ctx, displayJobName, jobName, uuid, description, imageId, spec) | err = modelarts.GenerateNotebook2(ctx, displayJobName, jobName, uuid, description, imageId, spec) | ||||
| if setting.ModelartsCD.Enabled { | |||||
| err = modelarts_cd.GenerateNotebook(ctx, displayJobName, jobName, uuid, description, flavor, imageId) | |||||
| } else { | |||||
| err = modelarts.GenerateNotebook2(ctx, displayJobName, jobName, uuid, description, flavor, imageId) | |||||
| } | |||||
| if err != nil { | if err != nil { | ||||
| log.Error("GenerateNotebook2 failed, %v", err, ctx.Data["MsgID"]) | log.Error("GenerateNotebook2 failed, %v", err, ctx.Data["MsgID"]) | ||||
| notebookNewDataPrepare(ctx) | notebookNewDataPrepare(ctx) | ||||
| @@ -385,36 +388,16 @@ func setShowSpecBySpecialPoolConfig(ctx *context.Context, findSpec bool, task *m | |||||
| } | } | ||||
| } | } | ||||
| func NotebookDebug(ctx *context.Context) { | |||||
| var jobID = ctx.Params(":jobid") | |||||
| result, err := modelarts.GetJob(jobID) | |||||
| if err != nil { | |||||
| ctx.RenderWithErr(err.Error(), tplModelArtsNotebookIndex, nil) | |||||
| return | |||||
| } | |||||
| res, err := modelarts.GetJobToken(jobID) | |||||
| if err != nil { | |||||
| ctx.RenderWithErr(err.Error(), tplModelArtsNotebookIndex, nil) | |||||
| return | |||||
| } | |||||
| urls := strings.Split(result.Spec.Annotations.Url, "/") | |||||
| urlPrefix := result.Spec.Annotations.TargetDomain | |||||
| for i, url := range urls { | |||||
| if i > 2 { | |||||
| urlPrefix += "/" + url | |||||
| } | |||||
| } | |||||
| debugUrl := urlPrefix + "?token=" + res.Token | |||||
| ctx.Redirect(debugUrl) | |||||
| } | |||||
| func NotebookDebug2(ctx *context.Context) { | func NotebookDebug2(ctx *context.Context) { | ||||
| var err error | |||||
| var result *models.GetNotebook2Result | |||||
| task := ctx.Cloudbrain | task := ctx.Cloudbrain | ||||
| result, err := modelarts.GetNotebook2(task.JobID) | |||||
| if task.Type == models.TypeCloudBrainTwo { | |||||
| result, err = modelarts.GetNotebook2(task.JobID) | |||||
| } else if task.Type == models.TypeCDCenter { | |||||
| result, err = modelarts_cd.GetNotebook(task.JobID) | |||||
| } | |||||
| if err != nil { | if err != nil { | ||||
| ctx.RenderWithErr(err.Error(), tplModelArtsNotebookIndex, nil) | ctx.RenderWithErr(err.Error(), tplModelArtsNotebookIndex, nil) | ||||
| return | return | ||||
| @@ -478,7 +461,13 @@ func NotebookRestart(ctx *context.Context) { | |||||
| Action: models.ActionStart, | Action: models.ActionStart, | ||||
| } | } | ||||
| res, err := modelarts.ManageNotebook2(task.JobID, param) | |||||
| var res *models.NotebookActionResult | |||||
| if task.Type == models.TypeCloudBrainTwo { | |||||
| res, err = modelarts.ManageNotebook2(task.JobID, param) | |||||
| } else if task.Type == models.TypeCDCenter { | |||||
| res, err = modelarts_cd.ManageNotebook(task.JobID, param) | |||||
| } | |||||
| if err != nil { | if err != nil { | ||||
| log.Error("ManageNotebook2(%s) failed:%v", task.DisplayJobName, err.Error(), ctx.Data["MsgID"]) | log.Error("ManageNotebook2(%s) failed:%v", task.DisplayJobName, err.Error(), ctx.Data["MsgID"]) | ||||
| /* 暂不处理再次调试502的场景,详情见方案 | /* 暂不处理再次调试502的场景,详情见方案 | ||||
| @@ -563,7 +552,14 @@ func NotebookStop(ctx *context.Context) { | |||||
| Action: models.ActionStop, | Action: models.ActionStop, | ||||
| } | } | ||||
| res, err := modelarts.ManageNotebook2(task.JobID, param) | |||||
| var err error | |||||
| var res *models.NotebookActionResult | |||||
| if task.Type == models.TypeCloudBrainTwo { | |||||
| res, err = modelarts.ManageNotebook2(task.JobID, param) | |||||
| } else if task.Type == models.TypeCDCenter { | |||||
| res, err = modelarts_cd.ManageNotebook(task.JobID, param) | |||||
| } | |||||
| if err != nil { | if err != nil { | ||||
| log.Error("ManageNotebook2(%s) failed:%v", task.JobName, err.Error(), ctx.Data["MsgID"]) | log.Error("ManageNotebook2(%s) failed:%v", task.JobName, err.Error(), ctx.Data["MsgID"]) | ||||
| resultCode = "-1" | resultCode = "-1" | ||||
| @@ -613,7 +609,13 @@ func NotebookDel(ctx *context.Context) { | |||||
| return | return | ||||
| } | } | ||||
| _, err := modelarts.DelNotebook2(task.JobID) | |||||
| var err error | |||||
| if task.Type == models.TypeCloudBrainTwo { | |||||
| _, err = modelarts.DelNotebook2(task.JobID) | |||||
| } else if task.Type == models.TypeCDCenter { | |||||
| _, err = modelarts_cd.DelNotebook(task.JobID) | |||||
| } | |||||
| if err != nil { | if err != nil { | ||||
| log.Error("DelNotebook2(%s) failed:%v", task.JobName, err.Error()) | log.Error("DelNotebook2(%s) failed:%v", task.JobName, err.Error()) | ||||
| if strings.Contains(err.Error(), modelarts.NotebookNotFound) || strings.Contains(err.Error(), modelarts.NotebookNoPermission) || strings.Contains(err.Error(), modelarts.NotebookInvalid) { | if strings.Contains(err.Error(), modelarts.NotebookNotFound) || strings.Contains(err.Error(), modelarts.NotebookNoPermission) || strings.Contains(err.Error(), modelarts.NotebookInvalid) { | ||||
| @@ -764,6 +766,8 @@ func trainJobNewDataPrepare(ctx *context.Context) error { | |||||
| waitCount := cloudbrain.GetWaitingCloudbrainCount(models.TypeCloudBrainTwo, "") | waitCount := cloudbrain.GetWaitingCloudbrainCount(models.TypeCloudBrainTwo, "") | ||||
| ctx.Data["WaitCount"] = waitCount | ctx.Data["WaitCount"] = waitCount | ||||
| setMultiNodeIfConfigureMatch(ctx) | |||||
| return nil | return nil | ||||
| } | } | ||||
| @@ -777,6 +781,18 @@ func prepareCloudbrainTwoTrainSpecs(ctx *context.Context) { | |||||
| ctx.Data["Specs"] = noteBookSpecs | ctx.Data["Specs"] = noteBookSpecs | ||||
| } | } | ||||
| func setMultiNodeIfConfigureMatch(ctx *context.Context) { | |||||
| modelarts.InitMultiNode() | |||||
| if modelarts.MultiNodeConfig != nil { | |||||
| for _, info := range modelarts.MultiNodeConfig.Info { | |||||
| if isInOrg, _ := models.IsOrganizationMemberByOrgName(info.Org, ctx.User.ID); isInOrg { | |||||
| ctx.Data["WorkNode"] = info.Node | |||||
| break | |||||
| } | |||||
| } | |||||
| } | |||||
| } | |||||
| func setSpecBySpecialPoolConfig(ctx *context.Context, jobType string) { | func setSpecBySpecialPoolConfig(ctx *context.Context, jobType string) { | ||||
| modelarts.InitSpecialPool() | modelarts.InitSpecialPool() | ||||
| @@ -885,6 +901,7 @@ func trainJobErrorNewDataPrepare(ctx *context.Context, form auth.CreateModelArts | |||||
| ctx.Data["datasetType"] = models.TypeCloudBrainTwo | ctx.Data["datasetType"] = models.TypeCloudBrainTwo | ||||
| waitCount := cloudbrain.GetWaitingCloudbrainCount(models.TypeCloudBrainTwo, "") | waitCount := cloudbrain.GetWaitingCloudbrainCount(models.TypeCloudBrainTwo, "") | ||||
| ctx.Data["WaitCount"] = waitCount | ctx.Data["WaitCount"] = waitCount | ||||
| setMultiNodeIfConfigureMatch(ctx) | |||||
| return nil | return nil | ||||
| } | } | ||||
| @@ -1106,6 +1123,13 @@ func TrainJobCreate(ctx *context.Context, form auth.CreateModelArtsTrainJobForm) | |||||
| VersionCount := modelarts.VersionCountOne | VersionCount := modelarts.VersionCountOne | ||||
| EngineName := form.EngineName | EngineName := form.EngineName | ||||
| errStr := checkMultiNode(ctx.User.ID, form.WorkServerNumber) | |||||
| if errStr != "" { | |||||
| trainJobErrorNewDataPrepare(ctx, form) | |||||
| ctx.RenderWithErr(ctx.Tr(errStr), tplModelArtsTrainJobNew, &form) | |||||
| return | |||||
| } | |||||
| count, err := models.GetCloudbrainTrainJobCountByUserID(ctx.User.ID) | count, err := models.GetCloudbrainTrainJobCountByUserID(ctx.User.ID) | ||||
| if err != nil { | if err != nil { | ||||
| log.Error("GetCloudbrainTrainJobCountByUserID failed:%v", err, ctx.Data["MsgID"]) | log.Error("GetCloudbrainTrainJobCountByUserID failed:%v", err, ctx.Data["MsgID"]) | ||||
| @@ -1344,6 +1368,48 @@ func TrainJobCreate(ctx *context.Context, form auth.CreateModelArtsTrainJobForm) | |||||
| ctx.Redirect(setting.AppSubURL + ctx.Repo.RepoLink + "/modelarts/train-job") | ctx.Redirect(setting.AppSubURL + ctx.Repo.RepoLink + "/modelarts/train-job") | ||||
| } | } | ||||
| func checkMultiNode(userId int64, serverNum int) string { | |||||
| if serverNum == 1 { | |||||
| return "" | |||||
| } | |||||
| modelarts.InitMultiNode() | |||||
| var isServerNumValid = false | |||||
| if modelarts.MultiNodeConfig != nil { | |||||
| for _, info := range modelarts.MultiNodeConfig.Info { | |||||
| if isInOrg, _ := models.IsOrganizationMemberByOrgName(info.Org, userId); isInOrg { | |||||
| if isInNodes(info.Node, serverNum) { | |||||
| isServerNumValid = true | |||||
| break | |||||
| } | |||||
| } | |||||
| } | |||||
| } | |||||
| if isServerNumValid { | |||||
| return "" | |||||
| } else { | |||||
| return "repo.modelarts.no_node_right" | |||||
| } | |||||
| } | |||||
| func checkInferenceJobMultiNode(userId int64, serverNum int) string { | |||||
| if serverNum == 1 { | |||||
| return "" | |||||
| } | |||||
| return "repo.modelarts.no_node_right" | |||||
| } | |||||
| func isInNodes(nodes []int, num int) bool { | |||||
| for _, node := range nodes { | |||||
| if node == num { | |||||
| return true | |||||
| } | |||||
| } | |||||
| return false | |||||
| } | |||||
| func getUserCommand(engineId int, req *modelarts.GenerateTrainJobReq) (string, string) { | func getUserCommand(engineId int, req *modelarts.GenerateTrainJobReq) (string, string) { | ||||
| userImageUrl := "" | userImageUrl := "" | ||||
| userCommand := "" | userCommand := "" | ||||
| @@ -1378,6 +1444,13 @@ func TrainJobCreateVersion(ctx *context.Context, form auth.CreateModelArtsTrainJ | |||||
| ctx.Data["PageIsTrainJob"] = true | ctx.Data["PageIsTrainJob"] = true | ||||
| var jobID = ctx.Params(":jobid") | var jobID = ctx.Params(":jobid") | ||||
| errStr := checkMultiNode(ctx.User.ID, form.WorkServerNumber) | |||||
| if errStr != "" { | |||||
| versionErrorDataPrepare(ctx, form) | |||||
| ctx.RenderWithErr(ctx.Tr(errStr), tplModelArtsTrainJobVersionNew, &form) | |||||
| return | |||||
| } | |||||
| count, err := models.GetCloudbrainTrainJobCountByUserID(ctx.User.ID) | count, err := models.GetCloudbrainTrainJobCountByUserID(ctx.User.ID) | ||||
| if err != nil { | if err != nil { | ||||
| log.Error("GetCloudbrainTrainJobCountByUserID failed:%v", err, ctx.Data["MsgID"]) | log.Error("GetCloudbrainTrainJobCountByUserID failed:%v", err, ctx.Data["MsgID"]) | ||||
| @@ -1717,10 +1790,6 @@ func paramCheckCreateTrainJob(form auth.CreateModelArtsTrainJobForm) error { | |||||
| return errors.New("启动文件必须是python文件") | return errors.New("启动文件必须是python文件") | ||||
| } | } | ||||
| if form.WorkServerNumber > 2 || form.WorkServerNumber < 1 { | |||||
| log.Error("the WorkServerNumber(%d) must be in (1,2)", form.WorkServerNumber) | |||||
| return errors.New("计算节点数必须在1-2之间") | |||||
| } | |||||
| if form.BranchName == "" { | if form.BranchName == "" { | ||||
| log.Error("the branch must not be null!", form.BranchName) | log.Error("the branch must not be null!", form.BranchName) | ||||
| return errors.New("代码分支不能为空!") | return errors.New("代码分支不能为空!") | ||||
| @@ -2025,6 +2094,13 @@ func InferenceJobCreate(ctx *context.Context, form auth.CreateModelArtsInference | |||||
| ckptUrl := "/" + form.TrainUrl + form.CkptName | ckptUrl := "/" + form.TrainUrl + form.CkptName | ||||
| log.Info("ckpt url:" + ckptUrl) | log.Info("ckpt url:" + ckptUrl) | ||||
| errStr := checkInferenceJobMultiNode(ctx.User.ID, form.WorkServerNumber) | |||||
| if errStr != "" { | |||||
| inferenceJobErrorNewDataPrepare(ctx, form) | |||||
| ctx.RenderWithErr(ctx.Tr(errStr), tplModelArtsInferenceJobNew, &form) | |||||
| return | |||||
| } | |||||
| count, err := models.GetCloudbrainInferenceJobCountByUserID(ctx.User.ID) | count, err := models.GetCloudbrainInferenceJobCountByUserID(ctx.User.ID) | ||||
| if err != nil { | if err != nil { | ||||
| log.Error("GetCloudbrainInferenceJobCountByUserID failed:%v", err, ctx.Data["MsgID"]) | log.Error("GetCloudbrainInferenceJobCountByUserID failed:%v", err, ctx.Data["MsgID"]) | ||||
| @@ -2252,7 +2328,7 @@ func checkModelArtsSpecialPool(ctx *context.Context, flavorCode string, jobType | |||||
| if !isMatchPool { | if !isMatchPool { | ||||
| isMatchSpec := false | isMatchSpec := false | ||||
| if jobType == string(models.JobTypeDebug) { | if jobType == string(models.JobTypeDebug) { | ||||
| for _, flavor := range modelarts.FlavorInfos.FlavorInfo { | |||||
| for _, flavor := range setting.StFlavorInfo.FlavorInfo { | |||||
| if flavor.Value == flavorCode { | if flavor.Value == flavorCode { | ||||
| isMatchSpec = true | isMatchSpec = true | ||||
| break | break | ||||
| @@ -256,8 +256,9 @@ | |||||
| <div class="ui pointing secondary menu" style="border-bottom: 1px solid rgba(34,36,38,.15);"> | <div class="ui pointing secondary menu" style="border-bottom: 1px solid rgba(34,36,38,.15);"> | ||||
| <a class="active item" | <a class="active item" | ||||
| data-tab="first{{$k}}">{{$.i18n.Tr "repo.modelarts.train_job.config"}}</a> | data-tab="first{{$k}}">{{$.i18n.Tr "repo.modelarts.train_job.config"}}</a> | ||||
| <a class="item" data-tab="second{{$k}}" | |||||
| onclick="loadLog({{.VersionName}})">{{$.i18n.Tr "repo.modelarts.log"}}</a> | |||||
| <a class="item log_bottom" data-tab="second{{$k}}" | |||||
| data-version="{{.VersionName}}">{{$.i18n.Tr "repo.modelarts.log"}}</a> | |||||
| </div> | </div> | ||||
| <div class="ui tab active" data-tab="first{{$k}}"> | <div class="ui tab active" data-tab="first{{$k}}"> | ||||
| <div style="padding-top: 10px;"> | <div style="padding-top: 10px;"> | ||||
| @@ -528,19 +529,42 @@ | |||||
| </div> | </div> | ||||
| <div class="ui tab" data-tab="second{{$k}}"> | <div class="ui tab" data-tab="second{{$k}}"> | ||||
| <div> | <div> | ||||
| <div class="ui message message{{.VersionName}}" style="display: none;"> | |||||
| <div id="header"></div> | |||||
| </div> | |||||
| <div class="ui attached log" id="log{{.VersionName}}" | |||||
| style="height: 300px !important; overflow: auto;"> | |||||
| <input type="hidden" name="end_line" value> | |||||
| <input type="hidden" name="start_line" value> | |||||
| <pre id="log_file{{.VersionName}}"></pre> | |||||
| </div> | |||||
| </div> | |||||
| </div> | |||||
| <a id="{{.VersionName}}-log-down" | |||||
| class='{{if $.canDownload}}ti-download-file{{else}}disabled{{end}}' | |||||
| href="/api/v1/repos/{{$.RepoRelPath}}/cloudbrain/{{.ID}}/download_log_file"> | |||||
| <i class="ri-download-cloud-2-line"></i> | |||||
| <span style="margin-left: 0.3rem;">{{$.i18n.Tr "repo.modelarts.download_log"}}</span> | |||||
| </a> | |||||
| </div> | |||||
| <div | |||||
| style="position: relative;border: 1px solid rgba(0,0,0,.2);padding: 0 10px;margin-top: 10px;"> | |||||
| <span> | |||||
| <a title="滚动到顶部" style="position: absolute; right: -32px;cursor: pointer;" | |||||
| class="log_top" data-version="{{.VersionName}}"><i class="icon-to-top"></i></a> | |||||
| </span> | |||||
| <span class="log-info-{{.VersionName}}"> | |||||
| <a title="滚动到底部" style="position: absolute; bottom: 10px;right: -32px;cursor: pointer;" | |||||
| class="log_bottom" data-version="{{.VersionName}}"><i | |||||
| class="icon-to-bottom"></i></a> | |||||
| </span> | |||||
| <div class="ui message message{{.VersionName}}" style="display: none;"> | |||||
| <div id="header"></div> | |||||
| </div> | |||||
| <div class="ui attached log log-scroll" id="log{{.VersionName}}" data-version="{{.VersionName}}" | |||||
| style="height: 300px !important; overflow: auto;"> | |||||
| <div class="ui inverted active dimmer"> | |||||
| <div class="ui loader"></div> | |||||
| </div> | |||||
| <input type="hidden" name="end_line" value> | |||||
| <input type="hidden" name="start_line" value> | |||||
| <pre id="log_file{{.VersionName}}"></pre> | |||||
| </div> | |||||
| </div> | |||||
| </div> | |||||
| </div> | </div> | ||||
| </div> | </div> | ||||
| @@ -228,7 +228,7 @@ | |||||
| </h4> | </h4> | ||||
| {{with .task}} | {{with .task}} | ||||
| <div class="ui accordion border-according" id="accordion{{.VersionName}}" | <div class="ui accordion border-according" id="accordion{{.VersionName}}" | ||||
| data-repopath="{{$.RepoRelPath}}/cloudbrain/inference-job" data-jobid="{{.JobID}}" data-version="{{.VersionName}}"> | |||||
| data-repopath="{{$.RepoRelPath}}/cloudbrain" data-jobid="{{.ID}}" data-version="{{.VersionName}}"> | |||||
| <input type="hidden" id="jobId_input" name="jobId_input" value="{{.JobID}}"> | <input type="hidden" id="jobId_input" name="jobId_input" value="{{.JobID}}"> | ||||
| <div class="active title padding0"> | <div class="active title padding0"> | ||||
| <div class="according-panel-heading"> | <div class="according-panel-heading"> | ||||
| @@ -264,7 +264,8 @@ | |||||
| data-tab="first">{{$.i18n.Tr "repo.modelarts.train_job.config"}}</a> | data-tab="first">{{$.i18n.Tr "repo.modelarts.train_job.config"}}</a> | ||||
| <a class="item" data-tab="second" | <a class="item" data-tab="second" | ||||
| onclick="javascript:parseInfo()">{{$.i18n.Tr "repo.cloudbrain.runinfo"}}</a> | onclick="javascript:parseInfo()">{{$.i18n.Tr "repo.cloudbrain.runinfo"}}</a> | ||||
| <a class="item log_bottom" data-tab="third" | |||||
| data-version="{{.VersionName}}">{{$.i18n.Tr "repo.modelarts.log"}}</a> | |||||
| <a class="item load-model-file" data-tab="four" | <a class="item load-model-file" data-tab="four" | ||||
| data-gpu-flag="true" data-download-flag="{{$.canDownload}}" data-path="{{$.RepoLink}}/cloudbrain/inference-job/{{.JobID}}/result_list" data-version="{{.VersionName}}" data-parents="" data-filename="" data-init="init" >{{$.i18n.Tr "repo.model_download"}}</a> | data-gpu-flag="true" data-download-flag="{{$.canDownload}}" data-path="{{$.RepoLink}}/cloudbrain/inference-job/{{.JobID}}/result_list" data-version="{{.VersionName}}" data-parents="" data-filename="" data-init="init" >{{$.i18n.Tr "repo.model_download"}}</a> | ||||
| </div> | </div> | ||||
| @@ -524,7 +525,7 @@ | |||||
| <div class="ui message message{{.VersionName}}" style="display: none;"> | <div class="ui message message{{.VersionName}}" style="display: none;"> | ||||
| <div id="header"></div> | <div id="header"></div> | ||||
| </div> | </div> | ||||
| <div class="ui attached log" id="log{{.VersionName}}" | |||||
| <div class="ui attached" | |||||
| style="height: 390px !important; overflow: auto;"> | style="height: 390px !important; overflow: auto;"> | ||||
| <input type="hidden" id="json_value" value="{{$.result.JobStatus.AppExitDiagnostics}}"> | <input type="hidden" id="json_value" value="{{$.result.JobStatus.AppExitDiagnostics}}"> | ||||
| <input type="hidden" id="ExitDiagnostics" value="{{$.ExitDiagnostics}}"> | <input type="hidden" id="ExitDiagnostics" value="{{$.ExitDiagnostics}}"> | ||||
| @@ -537,7 +538,44 @@ | |||||
| </div> | </div> | ||||
| <div class="ui tab" data-tab="third"> | |||||
| <div> | |||||
| <a id="{{.VersionName}}-log-down" | |||||
| class='{{if $.canDownload}}ti-download-file{{else}}disabled{{end}}' | |||||
| href="/api/v1/repos/{{$.RepoRelPath}}/cloudbrain/{{.ID}}/download_log_file"> | |||||
| <i class="ri-download-cloud-2-line"></i> | |||||
| <span style="margin-left: 0.3rem;">{{$.i18n.Tr "repo.modelarts.download_log"}}</span> | |||||
| </a> | |||||
| </div> | |||||
| <div | |||||
| style="position: relative;border: 1px solid rgba(0,0,0,.2);padding: 0 10px;margin-top: 10px;"> | |||||
| <span> | |||||
| <a title="滚动到顶部" style="position: absolute; right: -32px;cursor: pointer;" | |||||
| class="log_top" data-version="{{.VersionName}}"><i class="icon-to-top"></i></a> | |||||
| </span> | |||||
| <span class="log-info-{{.VersionName}}"> | |||||
| <a title="滚动到底部" style="position: absolute; bottom: 10px;right: -32px;cursor: pointer;" | |||||
| class="log_bottom" data-version="{{.VersionName}}"><i | |||||
| class="icon-to-bottom"></i></a> | |||||
| </span> | |||||
| <div class="ui message message{{.VersionName}}" style="display: none;"> | |||||
| <div id="header"></div> | |||||
| </div> | |||||
| <div class="ui attached log log-scroll" id="log{{.VersionName}}" data-version="{{.VersionName}}" | |||||
| style="height: 300px !important; overflow: auto;"> | |||||
| <div class="ui inverted active dimmer"> | |||||
| <div class="ui loader"></div> | |||||
| </div> | |||||
| <input type="hidden" name="end_line" value> | |||||
| <input type="hidden" name="start_line" value> | |||||
| <pre id="log_file{{.VersionName}}"></pre> | |||||
| </div> | |||||
| </div> | |||||
| </div> | |||||
| <div class="ui tab" data-tab="four"> | <div class="ui tab" data-tab="four"> | ||||
| <input type="hidden" name="model{{.VersionName}}" value="-1"> | <input type="hidden" name="model{{.VersionName}}" value="-1"> | ||||
| @@ -294,8 +294,24 @@ | |||||
| id="trainjob_work_server_num" tabindex="3" autofocus required maxlength="255" value="1" | id="trainjob_work_server_num" tabindex="3" autofocus required maxlength="255" value="1" | ||||
| readonly> | readonly> | ||||
| <div class="field" id="trainjob_work_server_num_select" name="work_server_number_select"> | <div class="field" id="trainjob_work_server_num_select" name="work_server_number_select"> | ||||
| <select class="ui dropdown width" style='width: 100%;' name="work_server_id"> | |||||
| <select class="ui dropdown width" style='width: 100%;' name="work_server_id"> | |||||
| {{if .WorkNode}} | |||||
| {{range .WorkNode}} | |||||
| {{if $.work_server_number}} | |||||
| {{if eq . $.work_server_number }} | |||||
| <option name="server_id" selected value="{{.}}">{{.}}</option> | |||||
| {{else}} | |||||
| <option name="server_id" value="{{.}}">{{.}}</option> | |||||
| {{end}} | |||||
| {{else}} | |||||
| <option name="server_id" value="{{.}}">{{.}}</option> | |||||
| {{end}} | |||||
| {{end}} | |||||
| {{else}} | |||||
| <option name="server_id" value="1">1</option> | <option name="server_id" value="1">1</option> | ||||
| {{end}} | |||||
| </select> | </select> | ||||
| </div> | </div> | ||||