diff --git a/README.md b/README.md index 1d9ab8d06..7c954c2e4 100644 --- a/README.md +++ b/README.md @@ -2,7 +2,7 @@

logoAiForge - 启智AI开发协作平台

-[![release](https://img.shields.io/badge/release-1.21.11.1-blue)](https://git.openi.org.cn/OpenI/aiforge/releases/latest) +[![release](https://img.shields.io/badge/release-1.21.11.1-blue)](https://openi.pcl.ac.cn/OpenI/aiforge/releases/latest) [![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](https://opensource.org/licenses/MIT) @@ -10,7 +10,7 @@ 启智AI开发协作平台是一个在线Web应用，旨在为人工智能算法、模型开发提供在线协同工作环境，它提供了代码托管、数据集管理与共享、免费云端算力资源支持(GPU/NPU)、共享镜像等功能。 -[启智AI开发协作平台](https://git.openi.org.cn) 是使用本项目构建的在线服务，您可以直接点击链接访问试用。 +[启智AI开发协作平台](https://openi.pcl.ac.cn) 是使用本项目构建的在线服务，您可以直接点击链接访问试用。 本项目是基于[Gitea](https://github.com/go-gitea/gitea)发展而来的，我们对其进行了Fork并基于此扩展了人工智能开发中需要的功能，如数据集管理和模型训练等。对于和代码托管相关的功能，您可以参考[Gitea的文档](https://docs.gitea.io/zh-cn/)。 @@ -20,7 +20,7 @@ 后端服务涵盖了AI模型开发流水线，包括代码协同开发、数据管理、模型调试、训练、推理和部署等（*目前尚未支持模型部署*）。在不同的开发阶段，我们还将提供丰富的开发工具供用户使用，如数据标注、数据筛选、模型转换、模型压缩、代码检测等。我们也欢迎社区提供更多丰富的工具接入，提高利用平台进行开发的效率。 ![系统架构图](assets/架构图.png) ## 在线服务使用 -本项目的在线服务平台的详细使用帮助文档，可参阅本项目[百科](https://git.openi.org.cn/OpenI/aiforge/wiki)内容。 +本项目的在线服务平台的详细使用帮助文档，可参阅本项目[百科](https://openi.pcl.ac.cn/OpenI/aiforge/wiki)内容。 - 如何创建账号 - 如何创建组织及管理成员权限 - 如何创建项目仓库 @@ -39,22 +39,22 @@ [从源代码安装说明](https://docs.gitea.io/zh-cn/install-from-source/) ## 授权许可 -本项目采用 MIT 开源授权许可证，完整的授权说明已放置在 [LICENSE](https://git.openi.org.cn/OpenI/aiforge/src/branch/develop/LICENSE) 文件中。 +本项目采用 MIT 开源授权许可证，完整的授权说明已放置在 [LICENSE](https://openi.pcl.ac.cn/OpenI/aiforge/src/branch/develop/LICENSE) 文件中。 ## 需要帮助? 如果您在使用或者开发过程中遇到问题，可以在以下渠道咨询： - - 点击[这里](https://git.openi.org.cn/OpenI/aiforge/issues)在线提交问题（点击页面右上角绿色按钮**创建任务**） + - 点击[这里](https://openi.pcl.ac.cn/OpenI/aiforge/issues)在线提交问题（点击页面右上角绿色按钮**创建任务**） - 加入微信群实时交流，获得进一步的支持 - + ## 启智社区小白训练营： -- 结合案例给大家详细讲解如何使用社区平台，帮助无技术背景的小白成长为启智社区达人 (https://git.openi.org.cn/zeizei/OpenI_Learning) +- 结合案例给大家详细讲解如何使用社区平台，帮助无技术背景的小白成长为启智社区达人 (https://openi.pcl.ac.cn/zeizei/OpenI_Learning) ## 平台引用 如果本平台对您的科研工作提供了帮助，可在论文致谢中加入： -英文版：```Thanks for the support provided by OpenI Community (https://git.openi.org.cn).``` -中文版：```感谢启智社区提供的技术支持(https://git.openi.org.cn)。``` +英文版：```Thanks for the support provided by OpenI Community (https://openi.pcl.ac.cn).``` +中文版：```感谢启智社区提供的技术支持(https://openi.pcl.ac.cn)。``` 如果您的成果中引用了本平台，也欢迎在下述开源项目中提交您的成果信息： -https://git.openi.org.cn/OpenIOSSG/references +https://openi.pcl.ac.cn/OpenIOSSG/references diff --git a/models/ai_model_manage.go b/models/ai_model_manage.go index d9adda2dc..5b14b9ba2 100644 --- a/models/ai_model_manage.go +++ b/models/ai_model_manage.go @@ -12,67 +12,68 @@ import ( ) type AiModelManage struct { - ID string `xorm:"pk"` - Name string `xorm:"INDEX NOT NULL"` - Version string `xorm:"NOT NULL"` - VersionCount int `xorm:"NOT NULL DEFAULT 0"` - New int `xorm:"NOT NULL"` - Type int `xorm:"NOT NULL"` - Size int64 `xorm:"NOT NULL"` - Description string `xorm:"varchar(2000)"` - Label string `xorm:"varchar(1000)"` - Path string `xorm:"varchar(400) NOT NULL"` - DownloadCount int `xorm:"NOT NULL DEFAULT 0"` - Engine int64 `xorm:"NOT NULL DEFAULT 0"` - Status int `xorm:"NOT NULL DEFAULT 0"` - StatusDesc string `xorm:"varchar(500)"` - Accuracy string `xorm:"varchar(1000)"` - AttachmentId string `xorm:"NULL"` - RepoId int64 `xorm:"INDEX NULL"` - CodeBranch string `xorm:"varchar(400) NULL"` - CodeCommitID string `xorm:"NULL"` - UserId int64 `xorm:"NOT NULL"` - UserName string - UserRelAvatarLink string - TrainTaskInfo string `xorm:"text NULL"` - CreatedUnix timeutil.TimeStamp `xorm:"created"` - UpdatedUnix timeutil.TimeStamp `xorm:"updated"` - IsCanOper bool - IsCanDelete bool + ID string `xorm:"pk" json:"id"` + Name string `xorm:"INDEX NOT NULL" json:"name"` + ModelType int `xorm:"NULL" json:"modelType"` + Version string `xorm:"NOT NULL" json:"version"` + VersionCount int `xorm:"NOT NULL DEFAULT 0" json:"versionCount"` + New int `xorm:"NOT NULL" json:"new"` + Type int `xorm:"NOT NULL" json:"type"` + Size int64 `xorm:"NOT NULL" json:"size"` + Description string `xorm:"varchar(2000)" json:"description"` + Label string `xorm:"varchar(1000)" json:"label"` + Path string `xorm:"varchar(400) NOT NULL" json:"path"` + DownloadCount int `xorm:"NOT NULL DEFAULT 0" json:"downloadCount"` + Engine int64 `xorm:"NOT NULL DEFAULT 0" json:"engine"` + Status int `xorm:"NOT NULL DEFAULT 0" json:"status"` + StatusDesc string `xorm:"varchar(500)" json:"statusDesc"` + Accuracy string `xorm:"varchar(1000)" json:"accuracy"` + AttachmentId string `xorm:"NULL" json:"attachmentId"` + RepoId int64 `xorm:"INDEX NULL" json:"repoId"` + CodeBranch string `xorm:"varchar(400) NULL" json:"codeBranch"` + CodeCommitID string `xorm:"NULL" json:"codeCommitID"` + UserId int64 `xorm:"NOT NULL" json:"userId"` + UserName string `json:"userName"` + UserRelAvatarLink string `json:"userRelAvatarLink"` + TrainTaskInfo string `xorm:"text NULL" json:"trainTaskInfo"` + CreatedUnix timeutil.TimeStamp `xorm:"created" json:"createdUnix"` + UpdatedUnix timeutil.TimeStamp `xorm:"updated" json:"updatedUnix"` + IsCanOper bool `json:"isCanOper"` + IsCanDelete bool `json:"isCanDelete"` } type AiModelConvert struct { - ID string `xorm:"pk"` - Name string `xorm:"INDEX NOT NULL"` - Status string `xorm:"NULL"` - StatusResult string `xorm:"NULL"` - SrcEngine int `xorm:"NOT NULL DEFAULT 0"` - RepoId int64 `xorm:"INDEX NULL"` - ModelId string `xorm:"NOT NULL"` - ModelName string `xorm:"NULL"` - ModelVersion string `xorm:"NOT NULL"` - ModelPath string `xorm:"NULL"` - DestFormat int `xorm:"NOT NULL DEFAULT 0"` - NetOutputFormat int `xorm:"NULL"` - UserId int64 `xorm:"NOT NULL"` - CloudBrainTaskId string `xorm:"NULL"` - ModelArtsVersionId string `xorm:"NULL"` - ContainerID string - ContainerIp string - RunTime int64 `xorm:"NULL"` - TrainJobDuration string - InputShape string `xorm:"varchar(2000)"` - InputDataFormat string `xorm:"NOT NULL"` - Description string `xorm:"varchar(2000)"` - Path string `xorm:"varchar(400) NOT NULL"` - CreatedUnix timeutil.TimeStamp `xorm:"created"` - UpdatedUnix timeutil.TimeStamp `xorm:"updated"` - StartTime timeutil.TimeStamp - EndTime timeutil.TimeStamp - UserName string - UserRelAvatarLink string - IsCanOper bool - IsCanDelete bool + ID string `xorm:"pk" json:"id"` + Name string `xorm:"INDEX NOT NULL" json:"name"` + Status string `xorm:"NULL" json:"status"` + StatusResult string `xorm:"NULL" json:"statusResult"` + SrcEngine int `xorm:"NOT NULL DEFAULT 0" json:"srcEngine"` + RepoId int64 `xorm:"INDEX NULL" json:"repoId"` + ModelId string `xorm:"NOT NULL" json:"modelId"` + ModelName string `xorm:"NULL" json:"modelName"` + ModelVersion string `xorm:"NOT NULL" json:"modelVersion"` + ModelPath string `xorm:"NULL" json:"modelPath"` + DestFormat int `xorm:"NOT NULL DEFAULT 0" json:"destFormat"` + NetOutputFormat int `xorm:"NULL" json:"netOutputFormat"` + UserId int64 `xorm:"NOT NULL" json:"userId"` + CloudBrainTaskId string `xorm:"NULL" json:"cloudBrainTaskId"` + ModelArtsVersionId string `xorm:"NULL" json:"modelArtsVersionId"` + ContainerID string `json:"containerID"` + ContainerIp string `json:"containerIp"` + RunTime int64 `xorm:"NULL" json:"runTime"` + TrainJobDuration string `json:"trainJobDuration"` + InputShape string `xorm:"varchar(2000)" json:"inputShape"` + InputDataFormat string `xorm:"NOT NULL" json:"inputDataFormat"` + Description string `xorm:"varchar(2000)" json:"description"` + Path string `xorm:"varchar(400) NOT NULL" json:"path"` + CreatedUnix timeutil.TimeStamp `xorm:"created" json:"createdUnix"` + UpdatedUnix timeutil.TimeStamp `xorm:"updated" json:"updatedUnix"` + StartTime timeutil.TimeStamp `json:"startTime"` + EndTime timeutil.TimeStamp `json:"endTime"` + UserName string `json:"userName"` + UserRelAvatarLink string `json:"userRelAvatarLink"` + IsCanOper bool `json:"isCanOper"` + IsCanDelete bool `json:"isCanDelete"` } type AiModelQueryOptions struct { @@ -287,6 +288,37 @@ func ModifyModelDescription(id string, description string) error { return nil } +func ModifyLocalModel(id string, name, label, description string, engine int) error { + var sess *xorm.Session + sess = x.ID(id) + defer sess.Close() + re, err := sess.Cols("name", "label", "description", "engine").Update(&AiModelManage{ + Description: description, + Name: name, + Label: label, + Engine: int64(engine), + }) + if err != nil { + return err + } + log.Info("success to update description from db.re=" + fmt.Sprint((re))) + return nil +} + +func ModifyModelSize(id string, size int64) error { + var sess *xorm.Session + sess = x.ID(id) + defer sess.Close() + re, err := sess.Cols("size").Update(&AiModelManage{ + Size: size, + }) + if err != nil { + return err + } + log.Info("success to update size from db.re=" + fmt.Sprint((re))) + return nil +} + func ModifyModelStatus(id string, modelSize int64, status int, modelPath string, statusDesc string) error { var sess *xorm.Session sess = x.ID(id) diff --git a/models/attachment.go b/models/attachment.go index 55c6dbad3..2b747db21 100755 --- a/models/attachment.go +++ b/models/attachment.go @@ -61,30 +61,6 @@ type AttachmentUsername struct { Name string } -type AttachmentInfo struct { - Attachment `xorm:"extends"` - Repo *Repository `xorm:"extends"` - RelAvatarLink string `xorm:"extends"` - UserName string `xorm:"extends"` - Recommend bool `xorm:"-"` -} - -type AttachmentsOptions struct { - ListOptions - DatasetIDs []int64 - DecompressState int - Type int - UploaderID int64 - NeedDatasetIDs bool - NeedIsPrivate bool - IsPrivate bool - JustNeedZipFile bool - NeedRepoInfo bool - Keyword string - RecommendOnly bool - UserId int64 -} - func (a *Attachment) AfterUpdate() { if a.DatasetID > 0 { datasetIsPublicCount, err := x.Where("dataset_id = ? AND is_private = ?", a.DatasetID, false).Count(new(Attachment)) @@ -158,7 +134,8 @@ func (a *Attachment) S3DownloadURL() string { if a.Type == TypeCloudBrainOne { url, _ = storage.Attachments.PresignedGetURL(setting.Attachment.Minio.BasePath+AttachmentRelativePath(a.UUID), a.Name) } else if a.Type == TypeCloudBrainTwo { - url, _ = storage.ObsGetPreSignedUrl(a.UUID, a.Name) + objectName := strings.TrimPrefix(path.Join(setting.BasePath, path.Join(a.UUID[0:1], a.UUID[1:2], a.UUID, a.Name)), "/") + url, _ = storage.ObsGetPreSignedUrl(objectName, a.Name) } return url @@ -493,19 +470,6 @@ func getPrivateAttachments(e Engine, userID int64) ([]*AttachmentUsername, error return attachments, nil } -func getAllUserAttachments(e Engine, userID int64) ([]*AttachmentUsername, error) { - attachments := make([]*AttachmentUsername, 0, 10) - if err := e.Table("attachment").Join("LEFT", "`user`", "attachment.uploader_id "+ - "= `user`.id").Where("decompress_state= ? and attachment.type = ? and (uploader_id= ? or is_private = ?)", DecompressStateDone, TypeCloudBrainOne, userID, false).Find(&attachments); err != nil { - return nil, err - } - return attachments, nil -} - -func GetAllUserAttachments(userID int64) ([]*AttachmentUsername, error) { - return getAllUserAttachments(x, userID) -} - func getModelArtsUserAttachments(e Engine, userID int64) ([]*AttachmentUsername, error) { attachments := make([]*AttachmentUsername, 0, 10) if err := e.Table("attachment").Join("LEFT", "`user`", "attachment.uploader_id "+ @@ -587,7 +551,6 @@ func AttachmentsByDatasetOption(datasets []int64, opts *SearchDatasetOptions) ([ ) } - attachments := make([]*Attachment, 0) if err := sess.Table(&Attachment{}).Where(cond).Desc("id"). Find(&attachments); err != nil { @@ -601,107 +564,6 @@ func GetAllAttachmentSize() (int64, error) { return x.SumInt(&Attachment{}, "size") } -func Attachments(opts *AttachmentsOptions) ([]*AttachmentInfo, int64, error) { - sess := x.NewSession() - defer sess.Close() - - var cond = builder.NewCond() - if opts.NeedDatasetIDs { - cond = cond.And( - builder.In("attachment.dataset_id", opts.DatasetIDs), - ) - } - - if opts.UploaderID > 0 { - cond = cond.And( - builder.Eq{"attachment.uploader_id": opts.UploaderID}, - ) - } - - if (opts.Type) >= 0 { - cond = cond.And( - builder.Eq{"attachment.type": opts.Type}, - ) - } - - if opts.NeedIsPrivate { - cond = cond.And( - builder.Eq{"attachment.is_private": opts.IsPrivate}, - ) - } - if opts.RecommendOnly { - cond = cond.And(builder.In("attachment.id", builder.Select("attachment.id"). - From("attachment"). - Join("INNER", "dataset", "attachment.dataset_id = dataset.id and dataset.recommend=true"))) - } - - if opts.JustNeedZipFile { - var DecompressState []int32 - DecompressState = append(DecompressState, DecompressStateDone, DecompressStateIng, DecompressStateFailed) - cond = cond.And( - builder.In("attachment.decompress_state", DecompressState), - ) - } - - var count int64 - var err error - if len(opts.Keyword) == 0 { - count, err = sess.Where(cond).Count(new(Attachment)) - } else { - lowerKeyWord := strings.ToLower(opts.Keyword) - - cond = cond.And(builder.Or(builder.Like{"LOWER(attachment.name)", lowerKeyWord}, builder.Like{"LOWER(attachment.description)", lowerKeyWord})) - count, err = sess.Table(&Attachment{}).Where(cond).Count(new(AttachmentInfo)) - - } - - if err != nil { - return nil, 0, fmt.Errorf("Count: %v", err) - } - - if opts.Page >= 0 && opts.PageSize > 0 { - var start int - if opts.Page == 0 { - start = 0 - } else { - start = (opts.Page - 1) * opts.PageSize - } - sess.Limit(opts.PageSize, start) - } - - sess.OrderBy("attachment.created_unix DESC") - attachments := make([]*AttachmentInfo, 0, setting.UI.DatasetPagingNum) - if err := sess.Table(&Attachment{}).Where(cond). - Find(&attachments); err != nil { - return nil, 0, fmt.Errorf("Find: %v", err) - } - - if opts.NeedRepoInfo { - for _, attachment := range attachments { - dataset, err := GetDatasetByID(attachment.DatasetID) - if err != nil { - return nil, 0, fmt.Errorf("GetDatasetByID failed error: %v", err) - } - attachment.Recommend = dataset.Recommend - repo, err := GetRepositoryByID(dataset.RepoID) - if err == nil { - attachment.Repo = repo - } else { - return nil, 0, fmt.Errorf("GetRepositoryByID failed error: %v", err) - } - user, err := GetUserByID(attachment.UploaderID) - if err == nil { - attachment.RelAvatarLink = user.RelAvatarLink() - attachment.UserName = user.Name - } else { - return nil, 0, fmt.Errorf("GetUserByID failed error: %v", err) - } - } - } - - return attachments, count, nil -} - func GetAllDatasetContributorByDatasetId(datasetId int64) ([]*User, error) { r := make([]*User, 0) if err := x.Select("distinct(public.user.*)").Table("attachment").Join("LEFT", "user", "public.user.ID = attachment.uploader_id").Where("attachment.dataset_id = ?", datasetId).Find(&r); err != nil { diff --git a/models/base_message.go b/models/base_message.go index 37f7668ad..f76e18175 100644 --- a/models/base_message.go +++ b/models/base_message.go @@ -14,3 +14,24 @@ func BaseErrorMessage(message string) BaseMessage { 1, message, } } + +type BaseMessageApi struct { + Code int `json:"code"` + Message string `json:"message"` +} + +var BaseOKMessageApi = BaseMessageApi{ + 0, "", +} + +func BaseErrorMessageApi(message string) BaseMessageApi { + return BaseMessageApi{ + 1, message, + } +} + +type BaseMessageWithDataApi struct { + Code int `json:"code"` + Message string `json:"message"` + Data interface{} `json:"data"` +} diff --git a/models/cloudbrain.go b/models/cloudbrain.go index dacb1b03a..cdd9698fe 100755 --- a/models/cloudbrain.go +++ b/models/cloudbrain.go @@ -291,12 +291,30 @@ func (task *Cloudbrain) IsRunning() bool { status == string(JobRunning) || status == GrampusStatusRunning } +func (task *Cloudbrain) IsUserHasRight(user *User) bool { + if user == nil { + return false + } + return user.IsAdmin || user.ID == task.UserID +} + func ConvertDurationToStr(duration int64) string { if duration <= 0 { return DURATION_STR_ZERO } return util.AddZero(duration/3600) + ":" + util.AddZero(duration%3600/60) + ":" + util.AddZero(duration%60) } +func ConvertStrToDuration(trainJobDuration string) int64 { + trainJobDurationList := strings.Split(trainJobDuration, ":") + if len(trainJobDurationList) == 3 { + i, _ := strconv.ParseInt(trainJobDurationList[0], 10, 64) + j, _ := strconv.ParseInt(trainJobDurationList[1], 10, 64) + k, _ := strconv.ParseInt(trainJobDurationList[2], 10, 64) + return i*3600 + j*60 + k + } else { + return 0 + } +} func IsTrainJobTerminal(status string) bool { return status == string(ModelArtsTrainJobCompleted) || status == string(ModelArtsTrainJobFailed) || status == string(ModelArtsTrainJobKilled) || status == GrampusStatusFailed || status == GrampusStatusStopped || status == GrampusStatusSucceeded @@ -1589,9 +1607,23 @@ func Cloudbrains(opts *CloudbrainsOptions) ([]*CloudbrainInfo, int64, error) { } } if (opts.AiCenter) != "" { - cond = cond.And( - builder.Like{"cloudbrain.ai_center", opts.AiCenter}, - ) + if opts.AiCenter == AICenterOfCloudBrainOne { + cond = cond.And( + builder.Eq{"cloudbrain.type": TypeCloudBrainOne}, + ) + } else if opts.AiCenter == AICenterOfCloudBrainTwo { + cond = cond.And( + builder.Eq{"cloudbrain.type": TypeCloudBrainTwo}, + ) + } else if opts.AiCenter == AICenterOfChengdu { + cond = cond.And( + builder.Eq{"cloudbrain.type": TypeCDCenter}, + ) + } else { + cond = cond.And( + builder.Like{"cloudbrain.ai_center", opts.AiCenter}, + ) + } } if (opts.Cluster) != "" { if opts.Cluster == "resource_cluster_openi" { @@ -1968,7 +2000,7 @@ func UpdateTrainJobVersion(job *Cloudbrain) error { func updateJobTrainVersion(e Engine, job *Cloudbrain) error { var sess *xorm.Session sess = e.Where("job_id = ? AND version_name=?", job.JobID, job.VersionName) - _, err := sess.Cols("status", "train_job_duration", "duration", "start_time", "end_time", "created_unix").Update(job) + _, err := sess.Cols("status", "train_job_duration", "duration", "start_time", "end_time", "created_unix", "ai_center").Update(job) return err } @@ -2030,10 +2062,17 @@ func GetStoppedJobWithNoStartTimeEndTime() ([]*Cloudbrain, error) { cloudbrains := make([]*Cloudbrain, 0) return cloudbrains, x.SQL("select * from cloudbrain where status in (?,?,?,?,?,?,?) and (start_time is null or end_time is null) limit 100", ModelArtsTrainJobCompleted, ModelArtsTrainJobFailed, ModelArtsTrainJobKilled, ModelArtsStopped, JobStopped, JobFailed, JobSucceeded).Find(&cloudbrains) } +func GetC2NetWithAiCenterWrongJob() ([]*Cloudbrain, error) { + cloudbrains := make([]*Cloudbrain, 0) + return cloudbrains, x. + In("status", ModelArtsTrainJobCompleted, ModelArtsTrainJobFailed, ModelArtsTrainJobKilled, ModelArtsStopped, JobStopped, JobFailed, JobSucceeded). + Where("type = ?", TypeC2Net). + Find(&cloudbrains) +} func GetModelSafetyTestTask() ([]*Cloudbrain, error) { cloudbrains := make([]*Cloudbrain, 0) - sess := x.Where("job_type = ?", string(JobTypeModelSafety)) + sess := x.Where("job_type=?", string(JobTypeModelSafety)) err := sess.Find(&cloudbrains) return cloudbrains, err } @@ -2285,10 +2324,23 @@ func CloudbrainAllStatic(opts *CloudbrainsOptions) ([]*CloudbrainInfo, int64, er } // sess.OrderBy("cloudbrain.created_unix DESC") cloudbrains := make([]*CloudbrainInfo, 0, setting.UI.IssuePagingNum) - if err := sess.Cols("status", "type", "job_type", "train_job_duration", "duration", "compute_resource", "created_unix", "start_time", "end_time", "work_server_number").Table(&Cloudbrain{}).Unscoped().Where(cond). + if err := sess.Table(&Cloudbrain{}).Unscoped().Where(cond). Find(&cloudbrains); err != nil { return nil, 0, fmt.Errorf("Find: %v", err) } + if opts.NeedRepoInfo { + var ids []int64 + for _, task := range cloudbrains { + ids = append(ids, task.RepoID) + } + repositoryMap, err := GetRepositoriesMapByIDs(ids) + if err == nil { + for _, task := range cloudbrains { + task.Repo = repositoryMap[task.RepoID] + } + } + + } return cloudbrains, count, nil } diff --git a/models/cloudbrain_static.go b/models/cloudbrain_static.go index 19e55fb6d..cb99f9ff5 100644 --- a/models/cloudbrain_static.go +++ b/models/cloudbrain_static.go @@ -42,14 +42,14 @@ type TaskDetail struct { type CloudbrainDurationStatistic struct { ID int64 `xorm:"pk autoincr"` Cluster string - AiCenterCode string + AiCenterCode string `xorm:"INDEX"` AiCenterName string ComputeResource string - AccCardType string + AccCardType string `xorm:"INDEX"` - DateTime string - DayTime string - HourTime int + DateTime timeutil.TimeStamp `xorm:"INDEX"` + DayTime string `xorm:"INDEX"` + HourTime int `xorm:"INDEX"` CardsUseDuration int CardsTotalDuration int CardsTotalNum int @@ -275,11 +275,15 @@ func GetCloudbrainByTime(beginTime int64, endTime int64) ([]*CloudbrainInfo, err sess := x.NewSession() defer sess.Close() var cond = builder.NewCond() - cond = cond.And( - builder.And(builder.Gte{"cloudbrain.end_time": beginTime}, builder.Lte{"cloudbrain.end_time": endTime}), + sess.Exec("if ") + cond = cond.Or( + builder.And(builder.Gte{"cloudbrain.end_time": beginTime}, builder.Lte{"cloudbrain.start_time": beginTime}, builder.Gt{"cloudbrain.start_time": 0}), ) cond = cond.Or( - builder.Eq{"cloudbrain.status": string(JobRunning)}, + builder.And(builder.Gte{"cloudbrain.start_time": beginTime}, builder.Lte{"cloudbrain.start_time": endTime}, builder.Gt{"cloudbrain.start_time": 0}), + ) + cond = cond.Or( + builder.And(builder.Eq{"cloudbrain.status": string(JobRunning)}), ) sess.OrderBy("cloudbrain.created_unix ASC") cloudbrains := make([]*CloudbrainInfo, 0, 10) @@ -309,6 +313,20 @@ func InsertCloudbrainDurationStatistic(cloudbrainDurationStatistic *CloudbrainDu return xStatistic.Insert(cloudbrainDurationStatistic) } +func GetDurationStatisticByDate(date string, hour int, aiCenterCode string, accCardType string) (*CloudbrainDurationStatistic, error) { + cb := &CloudbrainDurationStatistic{DayTime: date, HourTime: hour, AiCenterCode: aiCenterCode, AccCardType: accCardType} + return getDurationStatistic(cb) +} +func getDurationStatistic(cb *CloudbrainDurationStatistic) (*CloudbrainDurationStatistic, error) { + has, err := x.Get(cb) + if err != nil { + return nil, err + } else if !has { + return nil, ErrJobNotExist{} + } + return cb, nil +} + func DeleteCloudbrainDurationStatisticHour(date string, hour int, aiCenterCode string, accCardType string) error { sess := xStatistic.NewSession() defer sess.Close() @@ -332,7 +350,7 @@ func DeleteCloudbrainDurationStatisticHour(date string, hour int, aiCenterCode s func GetCanUseCardInfo() ([]*ResourceQueue, error) { sess := x.NewSession() defer sess.Close() - sess.OrderBy("resource_queue.id ASC") + sess.OrderBy("resource_queue.cluster DESC, resource_queue.ai_center_code ASC") ResourceQueues := make([]*ResourceQueue, 0, 10) if err := sess.Table(&ResourceQueue{}).Find(&ResourceQueues); err != nil { log.Info("find error.") @@ -346,7 +364,7 @@ func GetCardDurationStatistics(opts *DurationStatisticOptions) ([]*CloudbrainDur var cond = builder.NewCond() if opts.BeginTime.Unix() > 0 && opts.EndTime.Unix() > 0 { cond = cond.And( - builder.And(builder.Gte{"cloudbrain_duration_statistic.created_unix": opts.BeginTime.Unix()}, builder.Lte{"cloudbrain_duration_statistic.created_unix": opts.EndTime.Unix()}), + builder.And(builder.Gte{"cloudbrain_duration_statistic.date_time": opts.BeginTime.Unix()}, builder.Lt{"cloudbrain_duration_statistic.date_time": opts.EndTime.Unix()}), ) } if opts.AiCenterCode != "" { @@ -365,10 +383,31 @@ func GetCardDurationStatistics(opts *DurationStatisticOptions) ([]*CloudbrainDur func GetDurationRecordBeginTime() ([]*CloudbrainDurationStatistic, error) { sess := xStatistic.NewSession() defer sess.Close() - sess.OrderBy("cloudbrain_duration_statistic.id ASC limit 1") + sess.OrderBy("cloudbrain_duration_statistic.date_time ASC limit 1") + CloudbrainDurationStatistics := make([]*CloudbrainDurationStatistic, 0) + if err := sess.Table(&CloudbrainDurationStatistic{}).Find(&CloudbrainDurationStatistics); err != nil { + log.Info("find error.") + } + return CloudbrainDurationStatistics, nil +} + +func GetDurationRecordUpdateTime() ([]*CloudbrainDurationStatistic, error) { + sess := xStatistic.NewSession() + defer sess.Close() + sess.OrderBy("cloudbrain_duration_statistic.date_time DESC limit 1") CloudbrainDurationStatistics := make([]*CloudbrainDurationStatistic, 0) if err := sess.Table(&CloudbrainDurationStatistic{}).Find(&CloudbrainDurationStatistics); err != nil { log.Info("find error.") } return CloudbrainDurationStatistics, nil } + +func DeleteCloudbrainDurationStatistic() error { + sess := xStatistic.NewSession() + defer sess.Close() + if _, err := sess.Exec("TRUNCATE TABLE cloudbrain_duration_statistic"); err != nil { + log.Info("TRUNCATE cloudbrain_duration_statistic error.") + return err + } + return nil +} diff --git a/models/dataset.go b/models/dataset.go index 720850ed9..972503641 100755 --- a/models/dataset.go +++ b/models/dataset.go @@ -22,8 +22,8 @@ const ( type Dataset struct { ID int64 `xorm:"pk autoincr"` - Title string `xorm:"INDEX NOT NULL"` - Status int32 `xorm:"INDEX"` // normal_private: 0, pulbic: 1, is_delete: 2 + Title string `xorm:"INDEX NOT NULL""` + Status int32 `xorm:"INDEX""` // normal_private: 0, pulbic: 1, is_delete: 2 Category string Description string `xorm:"TEXT"` DownloadTimes int64 diff --git a/models/file_chunk.go b/models/file_chunk.go index 0fc3a8879..cad7746b7 100755 --- a/models/file_chunk.go +++ b/models/file_chunk.go @@ -28,6 +28,23 @@ type FileChunk struct { UpdatedUnix timeutil.TimeStamp `xorm:"INDEX updated"` } +type ModelFileChunk struct { + ID int64 `xorm:"pk autoincr"` + UUID string `xorm:"INDEX"` + Md5 string `xorm:"INDEX"` + ModelUUID string `xorm:"INDEX"` + ObjectName string `xorm:"DEFAULT ''"` + IsUploaded int `xorm:"DEFAULT 0"` // not uploaded: 0, uploaded: 1 + UploadID string `xorm:"UNIQUE"` //minio upload id + TotalChunks int + Size int64 + UserID int64 `xorm:"INDEX"` + Type int `xorm:"INDEX DEFAULT 0"` + CompletedParts []string `xorm:"DEFAULT ''"` // chunkNumber+etag eg: ,1-asqwewqe21312312.2-123hjkas + CreatedUnix timeutil.TimeStamp `xorm:"INDEX created"` + UpdatedUnix timeutil.TimeStamp `xorm:"INDEX updated"` +} + // GetFileChunkByMD5 returns fileChunk by given id func GetFileChunkByMD5(md5 string) (*FileChunk, error) { return getFileChunkByMD5(x, md5) @@ -49,6 +66,21 @@ func GetFileChunkByMD5AndUser(md5 string, userID int64, typeCloudBrain int) (*Fi return getFileChunkByMD5AndUser(x, md5, userID, typeCloudBrain) } +func GetModelFileChunkByMD5AndUser(md5 string, userID int64, typeCloudBrain int, uuid string) (*ModelFileChunk, error) { + return getModelFileChunkByMD5AndUser(x, md5, userID, typeCloudBrain, uuid) +} + +func getModelFileChunkByMD5AndUser(e Engine, md5 string, userID int64, typeCloudBrain int, uuid string) (*ModelFileChunk, error) { + fileChunk := new(ModelFileChunk) + + if has, err := e.Where("md5 = ? and user_id = ? and type = ? and model_uuid= ?", md5, userID, typeCloudBrain, uuid).Get(fileChunk); err != nil { + return nil, err + } else if !has { + return nil, ErrFileChunkNotExist{md5, ""} + } + return fileChunk, nil +} + func getFileChunkByMD5AndUser(e Engine, md5 string, userID int64, typeCloudBrain int) (*FileChunk, error) { fileChunk := new(FileChunk) @@ -76,6 +108,21 @@ func getFileChunkByUUID(e Engine, uuid string) (*FileChunk, error) { return fileChunk, nil } +func GetModelFileChunkByUUID(uuid string) (*ModelFileChunk, error) { + return getModelFileChunkByUUID(x, uuid) +} + +func getModelFileChunkByUUID(e Engine, uuid string) (*ModelFileChunk, error) { + fileChunk := new(ModelFileChunk) + + if has, err := e.Where("uuid = ?", uuid).Get(fileChunk); err != nil { + return nil, err + } else if !has { + return nil, ErrFileChunkNotExist{"", uuid} + } + return fileChunk, nil +} + // InsertFileChunk insert a record into file_chunk. func InsertFileChunk(fileChunk *FileChunk) (_ *FileChunk, err error) { if _, err := x.Insert(fileChunk); err != nil { @@ -85,6 +132,14 @@ func InsertFileChunk(fileChunk *FileChunk) (_ *FileChunk, err error) { return fileChunk, nil } +// InsertFileChunk insert a record into file_chunk. +func InsertModelFileChunk(fileChunk *ModelFileChunk) (_ *ModelFileChunk, err error) { + if _, err := x.Insert(fileChunk); err != nil { + return nil, err + } + return fileChunk, nil +} + func DeleteFileChunkById(uuid string) (*FileChunk, error) { return deleteFileChunkById(x, uuid) } @@ -106,6 +161,17 @@ func deleteFileChunkById(e Engine, uuid string) (*FileChunk, error) { } } +func UpdateModelFileChunk(fileChunk *ModelFileChunk) error { + return updateModelFileChunk(x, fileChunk) +} + +func updateModelFileChunk(e Engine, fileChunk *ModelFileChunk) error { + var sess *xorm.Session + sess = e.Where("uuid = ?", fileChunk.UUID) + _, err := sess.Cols("is_uploaded").Update(fileChunk) + return err +} + // UpdateFileChunk updates the given file_chunk in database func UpdateFileChunk(fileChunk *FileChunk) error { return updateFileChunk(x, fileChunk) @@ -127,3 +193,12 @@ func deleteFileChunk(e Engine, fileChunk *FileChunk) error { _, err := e.ID(fileChunk.ID).Delete(fileChunk) return err } + +func DeleteModelFileChunk(fileChunk *ModelFileChunk) error { + return deleteModelFileChunk(x, fileChunk) +} + +func deleteModelFileChunk(e Engine, fileChunk *ModelFileChunk) error { + _, err := e.ID(fileChunk.ID).Delete(fileChunk) + return err +} diff --git a/models/models.go b/models/models.go index a4ec43f43..6427c576c 100755 --- a/models/models.go +++ b/models/models.go @@ -136,6 +136,7 @@ func init() { new(ImageTopic), new(ImageTopicRelation), new(FileChunk), + new(ModelFileChunk), new(BlockChain), new(RecommendOrg), new(AiModelManage), @@ -185,6 +186,7 @@ func init() { new(UserAnalysisPara), new(Invitation), new(CloudbrainDurationStatistic), + new(UserSummaryCurrentYear), ) gonicNames := []string{"SSL", "UID"} diff --git a/models/repo.go b/models/repo.go index 6009c776f..f0760108b 100755 --- a/models/repo.go +++ b/models/repo.go @@ -223,10 +223,10 @@ type Repository struct { BlockChainStatus RepoBlockChainStatus `xorm:"NOT NULL DEFAULT 0"` // git clone and git pull total count - CloneCnt int64 `xorm:"NOT NULL DEFAULT 0"` + CloneCnt int64 `xorm:"NOT NULL DEFAULT 0" json:"clone_cnt"` // only git clone total count - GitCloneCnt int64 `xorm:"NOT NULL DEFAULT 0"` + GitCloneCnt int64 `xorm:"NOT NULL DEFAULT 0" json:"git_clone_cnt"` CreatedUnix timeutil.TimeStamp `xorm:"INDEX created"` UpdatedUnix timeutil.TimeStamp `xorm:"INDEX updated"` diff --git a/models/resource_queue.go b/models/resource_queue.go index fc0dd8cb5..f54be572e 100644 --- a/models/resource_queue.go +++ b/models/resource_queue.go @@ -143,6 +143,9 @@ func InsertResourceQueue(queue ResourceQueue) (int64, error) { func UpdateResourceQueueById(queueId int64, queue ResourceQueue) (int64, error) { return x.ID(queueId).Update(&queue) } +func UpdateResourceCardsTotalNum(queueId int64, queue ResourceQueue) (int64, error) { + return x.ID(queueId).Cols("cards_total_num", "remark").Update(&queue) +} func SearchResourceQueue(opts SearchResourceQueueOptions) (int64, []ResourceQueue, error) { var cond = builder.NewCond() @@ -313,9 +316,6 @@ func SyncGrampusQueues(updateList []ResourceQueue, insertList []ResourceQueue, e if _, err = sess.In("id", deleteSpcIds).Update(&ResourceSpecification{Status: SpecOffShelf}); err != nil { return err } - if _, err = sess.In("spec_id", deleteSpcIds).Delete(&ResourceSceneSpec{}); err != nil { - return err - } } } diff --git a/models/resource_scene.go b/models/resource_scene.go index 0c921b578..0117535ea 100644 --- a/models/resource_scene.go +++ b/models/resource_scene.go @@ -116,7 +116,7 @@ func InsertResourceScene(r ResourceSceneReq) error { //check specs := make([]ResourceSpecification, 0) - cond := builder.In("id", r.SpecIds).And(builder.Eq{"status": SpecOnShelf}) + cond := builder.In("id", r.SpecIds) if err := sess.Where(cond).Find(&specs); err != nil { return err } @@ -175,7 +175,7 @@ func UpdateResourceScene(r ResourceSceneReq) error { } //check specification specs := make([]ResourceSpecification, 0) - cond := builder.In("id", r.SpecIds).And(builder.Eq{"status": SpecOnShelf}) + cond := builder.In("id", r.SpecIds) if err := sess.Where(cond).Find(&specs); err != nil { return err } diff --git a/models/resource_specification.go b/models/resource_specification.go index 2da8d015d..7a11edd05 100644 --- a/models/resource_specification.go +++ b/models/resource_specification.go @@ -12,6 +12,13 @@ const ( SpecOffShelf ) +type SearchSpecOrderBy int + +const ( + SearchSpecOrderById SearchSpecOrderBy = iota + SearchSpecOrder4Standard +) + type ResourceSpecification struct { ID int64 `xorm:"pk autoincr"` QueueId int64 `xorm:"INDEX"` @@ -85,6 +92,7 @@ type SearchResourceSpecificationOptions struct { Status int Cluster string AvailableCode int + OrderBy SearchSpecOrderBy } type SearchResourceBriefSpecificationOptions struct { @@ -168,6 +176,7 @@ type FindSpecsOptions struct { UseShareMemGiB bool //if true,find specs no matter used or not used in scene. if false,only find specs used in scene RequestAll bool + SpecStatus int } type Specification struct { @@ -232,10 +241,18 @@ func SearchResourceSpecification(opts SearchResourceSpecificationOptions) (int64 return 0, nil, err } + var orderby = "" + switch opts.OrderBy { + case SearchSpecOrder4Standard: + orderby = "resource_queue.compute_resource asc,resource_queue.acc_card_type asc,resource_specification.acc_cards_num asc,resource_specification.cpu_cores asc,resource_specification.mem_gi_b asc,resource_specification.share_mem_gi_b asc" + default: + orderby = "resource_specification.id desc" + } + r := make([]ResourceSpecAndQueue, 0) err = x.Where(cond). Join("INNER", "resource_queue", "resource_queue.ID = resource_specification.queue_id"). - Desc("resource_specification.id"). + OrderBy(orderby). Limit(opts.PageSize, (opts.Page-1)*opts.PageSize). Unscoped().Find(&r) if err != nil { @@ -269,10 +286,6 @@ func ResourceSpecOffShelf(id int64) (int64, error) { } sess.Close() }() - //delete scene spec relation - if _, err = sess.Where("spec_id = ?", id).Delete(&ResourceSceneSpec{}); err != nil { - return 0, err - } param := ResourceSpecification{ Status: SpecOffShelf, @@ -317,9 +330,6 @@ func SyncGrampusSpecs(updateList []ResourceSpecification, insertList []ResourceS if _, err = sess.Cols("status", "is_available").In("id", deleteIds).Update(&ResourceSpecification{Status: SpecOffShelf, IsAvailable: false}); err != nil { return err } - if _, err = sess.In("spec_id", deleteIds).Delete(&ResourceSceneSpec{}); err != nil { - return err - } } //update exists specs @@ -384,6 +394,9 @@ func FindSpecs(opts FindSpecsOptions) ([]*Specification, error) { if opts.UseShareMemGiB { cond = cond.And(builder.Eq{"resource_specification.share_mem_gi_b": opts.ShareMemGiB}) } + if opts.SpecStatus > 0 { + cond = cond.And(builder.Eq{"resource_specification.status": opts.SpecStatus}) + } r := make([]*Specification, 0) s := x.Where(cond). Join("INNER", "resource_queue", "resource_queue.id = resource_specification.queue_id") diff --git a/models/user_business_analysis.go b/models/user_business_analysis.go index e99927e18..394c24825 100644 --- a/models/user_business_analysis.go +++ b/models/user_business_analysis.go @@ -3,12 +3,15 @@ package models import ( "encoding/json" "fmt" + "io/ioutil" + "net/http" "sort" "strconv" "strings" "time" "code.gitea.io/gitea/modules/log" + "code.gitea.io/gitea/modules/setting" "code.gitea.io/gitea/modules/timeutil" "xorm.io/builder" "xorm.io/xorm" @@ -19,185 +22,6 @@ const ( BATCH_INSERT_SIZE = 50 ) -type UserBusinessAnalysisAll struct { - ID int64 `xorm:"pk"` - - CountDate int64 `xorm:"pk"` - - //action :ActionMergePullRequest // 11 - CodeMergeCount int `xorm:"NOT NULL DEFAULT 0"` - - //action :ActionCommitRepo // 5 - CommitCount int `xorm:"NOT NULL DEFAULT 0"` - - //action :ActionCreateIssue // 10 - IssueCount int `xorm:"NOT NULL DEFAULT 0"` - - //comment table current date - CommentCount int `xorm:"NOT NULL DEFAULT 0"` - - //watch table current date - FocusRepoCount int `xorm:"NOT NULL DEFAULT 0"` - - //star table current date - StarRepoCount int `xorm:"NOT NULL DEFAULT 0"` - - //follow table - WatchedCount int `xorm:"NOT NULL DEFAULT 0"` - - // user table - GiteaAgeMonth int `xorm:"NOT NULL DEFAULT 0"` - - // - CommitCodeSize int `xorm:"NOT NULL DEFAULT 0"` - - //attachement table - CommitDatasetSize int `xorm:"NOT NULL DEFAULT 0"` - - //0 - CommitModelCount int `xorm:"NOT NULL DEFAULT 0"` - - //issue, issueassignees - SolveIssueCount int `xorm:"NOT NULL DEFAULT 0"` - - //baike - EncyclopediasCount int `xorm:"NOT NULL DEFAULT 0"` - - //user - RegistDate timeutil.TimeStamp `xorm:"NOT NULL"` - - //repo - CreateRepoCount int `xorm:"NOT NULL DEFAULT 0"` - - //login count, from elk - LoginCount int `xorm:"NOT NULL DEFAULT 0"` - - //openi index - OpenIIndex float64 `xorm:"NOT NULL DEFAULT 0"` - - //user - Email string `xorm:"NOT NULL"` - - //user - Name string `xorm:"NOT NULL"` - - DataDate string `xorm:"NULL"` - - //cloudbraintask - CloudBrainTaskNum int `xorm:"NOT NULL DEFAULT 0"` - GpuDebugJob int `xorm:"NOT NULL DEFAULT 0"` - NpuDebugJob int `xorm:"NOT NULL DEFAULT 0"` - GpuTrainJob int `xorm:"NOT NULL DEFAULT 0"` - NpuTrainJob int `xorm:"NOT NULL DEFAULT 0"` - NpuInferenceJob int `xorm:"NOT NULL DEFAULT 0"` - GpuBenchMarkJob int `xorm:"NOT NULL DEFAULT 0"` - CloudBrainRunTime int `xorm:"NOT NULL DEFAULT 0"` - CommitDatasetNum int `xorm:"NOT NULL DEFAULT 0"` - UserIndex float64 `xorm:"NOT NULL DEFAULT 0"` - UserIndexPrimitive float64 `xorm:"NOT NULL DEFAULT 0"` - - UserLocation string `xorm:"NULL"` - - FocusOtherUser int `xorm:"NOT NULL DEFAULT 0"` - CollectDataset int `xorm:"NOT NULL DEFAULT 0"` - CollectedDataset int `xorm:"NOT NULL DEFAULT 0"` - RecommendDataset int `xorm:"NOT NULL DEFAULT 0"` - CollectImage int `xorm:"NOT NULL DEFAULT 0"` - CollectedImage int `xorm:"NOT NULL DEFAULT 0"` - RecommendImage int `xorm:"NOT NULL DEFAULT 0"` - - Phone string `xorm:"NULL"` - InvitationUserNum int `xorm:"NOT NULL DEFAULT 0"` -} - -type UserBusinessAnalysis struct { - ID int64 `xorm:"pk"` - DataDate string `xorm:"pk"` - CountDate int64 `xorm:"NULL"` - - //action :ActionMergePullRequest // 11 - CodeMergeCount int `xorm:"NOT NULL DEFAULT 0"` - - //action :ActionCommitRepo // 5 - CommitCount int `xorm:"NOT NULL DEFAULT 0"` - - //action :ActionCreateIssue // 6 - IssueCount int `xorm:"NOT NULL DEFAULT 0"` - - //comment table current date - CommentCount int `xorm:"NOT NULL DEFAULT 0"` - - //watch table current date - FocusRepoCount int `xorm:"NOT NULL DEFAULT 0"` - - //star table current date - StarRepoCount int `xorm:"NOT NULL DEFAULT 0"` - - //follow table - WatchedCount int `xorm:"NOT NULL DEFAULT 0"` - - // user table - GiteaAgeMonth int `xorm:"NOT NULL DEFAULT 0"` - - // - CommitCodeSize int `xorm:"NOT NULL DEFAULT 0"` - - //attachement table - CommitDatasetSize int `xorm:"NOT NULL DEFAULT 0"` - - //0 - CommitModelCount int `xorm:"NOT NULL DEFAULT 0"` - - //issue, issueassignees - SolveIssueCount int `xorm:"NOT NULL DEFAULT 0"` - - //baike - EncyclopediasCount int `xorm:"NOT NULL DEFAULT 0"` - - //user - RegistDate timeutil.TimeStamp `xorm:"NOT NULL"` - - //repo - CreateRepoCount int `xorm:"NOT NULL DEFAULT 0"` - - //login count, from elk - LoginCount int `xorm:"NOT NULL DEFAULT 0"` - - //openi index - OpenIIndex float64 `xorm:"NOT NULL DEFAULT 0"` - - //user - Email string `xorm:"NOT NULL"` - - //user - Name string `xorm:"NOT NULL"` - - CloudBrainTaskNum int `xorm:"NOT NULL DEFAULT 0"` - GpuDebugJob int `xorm:"NOT NULL DEFAULT 0"` - NpuDebugJob int `xorm:"NOT NULL DEFAULT 0"` - GpuTrainJob int `xorm:"NOT NULL DEFAULT 0"` - NpuTrainJob int `xorm:"NOT NULL DEFAULT 0"` - NpuInferenceJob int `xorm:"NOT NULL DEFAULT 0"` - GpuBenchMarkJob int `xorm:"NOT NULL DEFAULT 0"` - CloudBrainRunTime int `xorm:"NOT NULL DEFAULT 0"` - CommitDatasetNum int `xorm:"NOT NULL DEFAULT 0"` - UserIndex float64 `xorm:"NOT NULL DEFAULT 0"` - UserIndexPrimitive float64 `xorm:"NOT NULL DEFAULT 0"` - - UserLocation string `xorm:"NULL"` - - FocusOtherUser int `xorm:"NOT NULL DEFAULT 0"` - CollectDataset int `xorm:"NOT NULL DEFAULT 0"` - CollectedDataset int `xorm:"NOT NULL DEFAULT 0"` - RecommendDataset int `xorm:"NOT NULL DEFAULT 0"` - CollectImage int `xorm:"NOT NULL DEFAULT 0"` - CollectedImage int `xorm:"NOT NULL DEFAULT 0"` - RecommendImage int `xorm:"NOT NULL DEFAULT 0"` - - Phone string `xorm:"NULL"` - InvitationUserNum int `xorm:"NOT NULL DEFAULT 0"` -} - type UserBusinessAnalysisQueryOptions struct { ListOptions UserName string @@ -499,7 +323,7 @@ func QueryUserStaticDataForUserDefine(opts *UserBusinessAnalysisQueryOptions, wi DataDate := currentTimeNow.Format("2006-01-02 15:04") CodeMergeCountMap := queryPullRequest(start_unix, end_unix) - CommitCountMap := queryCommitAction(start_unix, end_unix, 5) + CommitCountMap, _ := queryCommitAction(start_unix, end_unix, 5) IssueCountMap := queryCreateIssue(start_unix, end_unix) CommentCountMap := queryComment(start_unix, end_unix) @@ -517,16 +341,16 @@ func QueryUserStaticDataForUserDefine(opts *UserBusinessAnalysisQueryOptions, wi CommitCodeSizeMapJson, _ := json.Marshal(CommitCodeSizeMap) log.Info("CommitCodeSizeMapJson=" + string(CommitCodeSizeMapJson)) } - CommitDatasetSizeMap, CommitDatasetNumMap := queryDatasetSize(start_unix, end_unix) + CommitDatasetSizeMap, CommitDatasetNumMap, _ := queryDatasetSize(start_unix, end_unix) SolveIssueCountMap := querySolveIssue(start_unix, end_unix) - CreateRepoCountMap := queryUserCreateRepo(start_unix, end_unix) + CreateRepoCountMap, _, _ := queryUserCreateRepo(start_unix, end_unix) LoginCountMap := queryLoginCount(start_unix, end_unix) OpenIIndexMap := queryUserRepoOpenIIndex(start_unix, end_unix) CloudBrainTaskMap, CloudBrainTaskItemMap := queryCloudBrainTask(start_unix, end_unix) AiModelManageMap := queryUserModel(start_unix, end_unix) CollectDataset, CollectedDataset := queryDatasetStars(start_unix, end_unix) - RecommendDataset := queryRecommedDataSet(start_unix, end_unix) + RecommendDataset, _ := queryRecommedDataSet(start_unix, end_unix) CollectImage, CollectedImage := queryImageStars(start_unix, end_unix) RecommendImage := queryRecommedImage(start_unix, end_unix) @@ -752,7 +576,7 @@ func refreshUserStaticTable(wikiCountMap map[string]int, tableName string, pageS startTime := currentTimeNow.AddDate(0, 0, -1) CodeMergeCountMap := queryPullRequest(start_unix, end_unix) - CommitCountMap := queryCommitAction(start_unix, end_unix, 5) + CommitCountMap, mostActiveMap := queryCommitAction(start_unix, end_unix, 5) IssueCountMap := queryCreateIssue(start_unix, end_unix) CommentCountMap := queryComment(start_unix, end_unix) @@ -764,13 +588,13 @@ func refreshUserStaticTable(wikiCountMap map[string]int, tableName string, pageS log.Info("query commit code errr.") } else { log.Info("query commit code size, len=" + fmt.Sprint(len(CommitCodeSizeMap))) - CommitCodeSizeMapJson, _ := json.Marshal(CommitCodeSizeMap) - log.Info("CommitCodeSizeMapJson=" + string(CommitCodeSizeMapJson)) + //CommitCodeSizeMapJson, _ := json.Marshal(CommitCodeSizeMap) + //log.Info("CommitCodeSizeMapJson=" + string(CommitCodeSizeMapJson)) } //CommitCodeSizeMap := queryCommitCodeSize(StartTimeNextDay.Unix(), EndTimeNextDay.Unix()) - CommitDatasetSizeMap, CommitDatasetNumMap := queryDatasetSize(start_unix, end_unix) + CommitDatasetSizeMap, CommitDatasetNumMap, dataSetDownloadMap := queryDatasetSize(start_unix, end_unix) SolveIssueCountMap := querySolveIssue(start_unix, end_unix) - CreateRepoCountMap := queryUserCreateRepo(start_unix, end_unix) + CreateRepoCountMap, DetailInfoMap, MostDownloadMap := queryUserCreateRepo(start_unix, end_unix) LoginCountMap := queryLoginCount(start_unix, end_unix) OpenIIndexMap := queryUserRepoOpenIIndex(startTime.Unix(), end_unix) @@ -778,14 +602,19 @@ func refreshUserStaticTable(wikiCountMap map[string]int, tableName string, pageS AiModelManageMap := queryUserModel(start_unix, end_unix) CollectDataset, CollectedDataset := queryDatasetStars(start_unix, end_unix) - RecommendDataset := queryRecommedDataSet(start_unix, end_unix) + RecommendDataset, CreatedDataset := queryRecommedDataSet(start_unix, end_unix) CollectImage, CollectedImage := queryImageStars(start_unix, end_unix) RecommendImage := queryRecommedImage(start_unix, end_unix) InvitationMap := queryUserInvitationCount(start_unix, end_unix) DataDate := currentTimeNow.Format("2006-01-02") + " 00:01" - + bonusMap := make(map[string]map[string]int) + if tableName == "user_business_analysis_current_year" { + bonusMap = getBonusMap() + log.Info("truncate all data from table:user_summary_current_year ") + statictisSess.Exec("TRUNCATE TABLE user_summary_current_year") + } cond := "type != 1 and is_active=true" count, err := sess.Where(cond).Count(new(User)) if err != nil { @@ -883,6 +712,37 @@ func refreshUserStaticTable(wikiCountMap map[string]int, tableName string, pageS userMetrics["TotalHasActivityUser"] = getMapKeyStringValue("TotalHasActivityUser", userMetrics) + 1 } } + if tableName == "user_business_analysis_current_year" { + //年度数据 + subTime := time.Now().UTC().Sub(dateRecordAll.RegistDate.AsTime().UTC()) + mostActiveDay := "" + if userInfo, ok := mostActiveMap[dateRecordAll.ID]; ok { + mostActiveDay = getMostActiveJson(userInfo) + } + scoreMap := make(map[string]float64) + repoInfo := getRepoDetailInfo(DetailInfoMap, dateRecordAll.ID, MostDownloadMap) + dataSetInfo, datasetscore := getDataSetInfo(dateRecordAll.ID, CreatedDataset, dataSetDownloadMap, CommitDatasetNumMap, CollectedDataset) + scoreMap["datasetscore"] = datasetscore + codeInfo, codescore := getCodeInfo(dateRecordAll) + scoreMap["codescore"] = codescore + cloudBrainInfo := getCloudBrainInfo(dateRecordAll, CloudBrainTaskItemMap, scoreMap) + playARoll := getPlayARoll(bonusMap, dateRecordAll.Name, scoreMap) + re := &UserSummaryCurrentYear{ + ID: dateRecordAll.ID, + Name: dateRecordAll.Name, + Email: dateRecordAll.Email, + Phone: dateRecordAll.Phone, + RegistDate: dateRecordAll.RegistDate, + DateCount: int(subTime.Hours()) / 24, + MostActiveDay: mostActiveDay, + RepoInfo: repoInfo, + DataSetInfo: dataSetInfo, + CodeInfo: codeInfo, + CloudBrainInfo: cloudBrainInfo, + PlayARoll: playARoll, + } + statictisSess.Insert(re) + } } if len(dateRecordBatch) > 0 { err := insertTable(dateRecordBatch, tableName, statictisSess) @@ -890,6 +750,7 @@ func refreshUserStaticTable(wikiCountMap map[string]int, tableName string, pageS if err != nil { log.Info("insert all data failed." + err.Error()) } + } indexTotal += PAGE_SIZE if indexTotal >= count { @@ -911,6 +772,204 @@ func refreshUserStaticTable(wikiCountMap map[string]int, tableName string, pageS log.Info("refresh data finished.tableName=" + tableName + " total record:" + fmt.Sprint(insertCount)) } +func getBonusMap() map[string]map[string]int { + bonusMap := make(map[string]map[string]int) + url := setting.RecommentRepoAddr + "bonus/record.txt" + content, err := GetContentFromPromote(url) + if err == nil { + filenames := strings.Split(content, "\n") + for i := 0; i < len(filenames); i++ { + url = setting.RecommentRepoAddr + "bonus/" + filenames[i] + csvContent, err1 := GetContentFromPromote(url) + if err1 == nil { + //read csv + lines := strings.Split(csvContent, "\n") + for j := 1; j < len(lines); j++ { + aLine := strings.Split(lines[j], ",") + if len(aLine) < 7 { + continue + } + userName := aLine[1] + //email := lines[2] + record, ok := bonusMap[userName] + if !ok { + record = make(map[string]int) + } + record["times"] = getMapKeyStringValue("times", record) + getIntValue(aLine[3]) + record["total_bonus"] = getMapKeyStringValue("total_bonus", record) + getIntValue(aLine[4]) + record["total_cardtime"] = getMapKeyStringValue("total_cardtime", record) + getIntValue(aLine[5]) + record["total_giveup"] = getMapKeyStringValue("total_giveup", record) + getIntValue(aLine[6]) + } + } + } + } + return bonusMap +} + +func getIntValue(val string) int { + i, err := strconv.Atoi(val) + if err == nil { + return i + } + return 0 +} + +func getPlayARoll(bonusMap map[string]map[string]int, userName string, scoreMap map[string]float64) string { + bonusInfo := make(map[string]string) + record, ok := bonusMap[userName] + if ok { + rollscore := 0.0 + bonusInfo["times"] = fmt.Sprint(record["times"]) + if record["times"] >= 4 { + rollscore = float64(record["times"]) / float64(4) + } + scoreMap["rollscore"] = rollscore + bonusInfo["total_bonus"] = fmt.Sprint(record["total_bonus"]) + bonusInfo["total_cardtime"] = fmt.Sprint(record["total_cardtime"]) + bonusInfo["total_giveup"] = fmt.Sprint(record["total_giveup"]) + bonusInfoJson, _ := json.Marshal(bonusInfo) + return string(bonusInfoJson) + } else { + return "" + } +} + +func getCloudBrainInfo(dateRecordAll UserBusinessAnalysisAll, CloudBrainTaskItemMap map[string]int, scoreMap map[string]float64) string { + trainscore := 0.0 + debugscore := 0.0 + runtime := 0.0 + if dateRecordAll.CloudBrainTaskNum > 0 { + cloudBrainInfo := make(map[string]string) + cloudBrainInfo["create_task_num"] = fmt.Sprint(dateRecordAll.CloudBrainTaskNum) + cloudBrainInfo["debug_task_num"] = fmt.Sprint(dateRecordAll.GpuDebugJob + dateRecordAll.NpuDebugJob) + if dateRecordAll.GpuDebugJob+dateRecordAll.NpuDebugJob >= 50 { + debugscore = float64(dateRecordAll.GpuDebugJob+dateRecordAll.NpuDebugJob) / float64(50) + } + cloudBrainInfo["train_task_num"] = fmt.Sprint(dateRecordAll.GpuTrainJob + dateRecordAll.NpuTrainJob) + if dateRecordAll.GpuTrainJob+dateRecordAll.NpuTrainJob >= 50 { + trainscore = float64(dateRecordAll.GpuTrainJob+dateRecordAll.NpuTrainJob) / float64(50) + } + cloudBrainInfo["inference_task_num"] = fmt.Sprint(dateRecordAll.NpuInferenceJob + CloudBrainTaskItemMap[fmt.Sprint(dateRecordAll.ID)+"_GpuInferenceJob"]) + cloudBrainInfo["card_runtime"] = fmt.Sprint(dateRecordAll.CloudBrainRunTime) + if dateRecordAll.CloudBrainRunTime >= 100 { + runtime = float64(dateRecordAll.CloudBrainRunTime) / float64(100) + } + cloudBrainInfo["card_runtime_money"] = fmt.Sprint(dateRecordAll.CloudBrainRunTime * 5) + cloudBrainInfo["CloudBrainOne"] = fmt.Sprint(CloudBrainTaskItemMap[fmt.Sprint(dateRecordAll.ID)+"_CloudBrainOne"]) + cloudBrainInfo["CloudBrainTwo"] = fmt.Sprint(CloudBrainTaskItemMap[fmt.Sprint(dateRecordAll.ID)+"_CloudBrainTwo"]) + cloudBrainInfo["C2Net"] = fmt.Sprint(CloudBrainTaskItemMap[fmt.Sprint(dateRecordAll.ID)+"_C2Net"]) + + cloudBrainInfoJson, _ := json.Marshal(cloudBrainInfo) + scoreMap["trainscore"] = trainscore + scoreMap["debugscore"] = debugscore + scoreMap["runtime"] = runtime + return string(cloudBrainInfoJson) + } else { + scoreMap["trainscore"] = trainscore + scoreMap["debugscore"] = debugscore + scoreMap["runtime"] = runtime + return "" + } +} + +func getCodeInfo(dateRecordAll UserBusinessAnalysisAll) (string, float64) { + if dateRecordAll.CommitCount > 0 { + codeInfo := make(map[string]string) + codeInfo["commit_count"] = fmt.Sprint(dateRecordAll.CommitCount) + codeInfo["commit_line"] = fmt.Sprint(dateRecordAll.CommitCodeSize) + score := 0.0 + score = float64(dateRecordAll.CommitCodeSize) / float64(dateRecordAll.CommitCount) / float64(20000) + if score < (float64(dateRecordAll.CommitCount) / float64(100)) { + score = float64(dateRecordAll.CommitCount) / float64(100) + } + codeInfo["score"] = fmt.Sprintf("%.2f", score) + + codeInfoJson, _ := json.Marshal(codeInfo) + return string(codeInfoJson), score + } else { + return "", 0 + } +} + +func getDataSetInfo(userId int64, CreatedDataset map[int64]int, dataSetDownloadMap map[int64]int, CommitDatasetNumMap map[int64]int, CollectedDataset map[int64]int) (string, float64) { + datasetInfo := make(map[string]string) + score := 0.0 + if create_count, ok := CreatedDataset[userId]; ok { + datasetInfo["create_count"] = fmt.Sprint(create_count) + score = float64(create_count) / 10 + } + if upload_count, ok := CommitDatasetNumMap[userId]; ok { + datasetInfo["upload_file_count"] = fmt.Sprint(upload_count) + } + if download_count, ok := dataSetDownloadMap[userId]; ok { + datasetInfo["download_count"] = fmt.Sprint(download_count) + } + if cllected_count, ok := CollectedDataset[userId]; ok { + datasetInfo["cllected_count"] = fmt.Sprint(cllected_count) + } + + if len(datasetInfo) > 0 { + datasetInfoJson, _ := json.Marshal(datasetInfo) + return string(datasetInfoJson), score + } else { + return "", score + } +} + +func getRepoDetailInfo(repoDetailInfoMap map[string]int, userId int64, mostDownload map[int64]string) string { + repoDetailInfo := make(map[string]string) + if total, ok := repoDetailInfoMap[fmt.Sprint(userId)+"_total"]; ok { + repoDetailInfo["repo_total"] = fmt.Sprint(total) + } + if private, ok := repoDetailInfoMap[fmt.Sprint(userId)+"_is_private"]; ok { + repoDetailInfo["repo_is_private"] = fmt.Sprint(private) + } + if public, ok := repoDetailInfoMap[fmt.Sprint(userId)+"_is_public"]; ok { + repoDetailInfo["repo_is_public"] = fmt.Sprint(public) + } + if download, ok := repoDetailInfoMap[fmt.Sprint(userId)+"_total_download"]; ok { + repoDetailInfo["repo_total_download"] = fmt.Sprint(download) + } + if mostdownload, ok := repoDetailInfoMap[fmt.Sprint(userId)+"_most_download"]; ok { + repoDetailInfo["repo_most_download_count"] = fmt.Sprint(mostdownload) + } + if mostdownloadName, ok := mostDownload[userId]; ok { + repoDetailInfo["repo_most_download_name"] = mostdownloadName + } + if len(repoDetailInfo) > 0 { + repoDetailInfoJson, _ := json.Marshal(repoDetailInfo) + return string(repoDetailInfoJson) + } else { + return "" + } +} + +func getMostActiveJson(userInfo map[string]int) string { + mostActiveMap := make(map[string]string) + if day, ok := userInfo["hour_day"]; ok { + hour := userInfo["hour_hour"] + month := userInfo["hour_month"] + year := userInfo["hour_year"] + delete(userInfo, "hour_day") + delete(userInfo, "hour_hour") + delete(userInfo, "hour_month") + delete(userInfo, "hour_year") + mostActiveMap["before_dawn"] = fmt.Sprint(year) + "/" + fmt.Sprint(month) + "/" + fmt.Sprint(day) + " " + fmt.Sprint(hour) + } + max := 0 + max_day := "" + for key, value := range userInfo { + if value > max { + max = value + max_day = key + } + } + mostActiveMap["most_active_day"] = max_day + mostActiveMap["most_active_num"] = fmt.Sprint(max) + mostActiveMapJson, _ := json.Marshal(mostActiveMap) + return string(mostActiveMapJson) +} + func updateUserIndex(tableName string, statictisSess *xorm.Session, userId int64, userIndex float64) { updateSql := "UPDATE public." + tableName + " set user_index=" + fmt.Sprint(userIndex*100) + " where id=" + fmt.Sprint(userId) statictisSess.Exec(updateSql) @@ -997,7 +1056,7 @@ func CounDataByDateAndReCount(wikiCountMap map[string]int, startTime time.Time, DataDate := CountDate.Format("2006-01-02") CodeMergeCountMap := queryPullRequest(start_unix, end_unix) - CommitCountMap := queryCommitAction(start_unix, end_unix, 5) + CommitCountMap, _ := queryCommitAction(start_unix, end_unix, 5) IssueCountMap := queryCreateIssue(start_unix, end_unix) CommentCountMap := queryComment(start_unix, end_unix) @@ -1010,19 +1069,19 @@ func CounDataByDateAndReCount(wikiCountMap map[string]int, startTime time.Time, log.Info("query commit code errr.") } else { //log.Info("query commit code size, len=" + fmt.Sprint(len(CommitCodeSizeMap))) - CommitCodeSizeMapJson, _ := json.Marshal(CommitCodeSizeMap) - log.Info("CommitCodeSizeMapJson=" + string(CommitCodeSizeMapJson)) + //CommitCodeSizeMapJson, _ := json.Marshal(CommitCodeSizeMap) + //log.Info("CommitCodeSizeMapJson=" + string(CommitCodeSizeMapJson)) } - CommitDatasetSizeMap, CommitDatasetNumMap := queryDatasetSize(start_unix, end_unix) + CommitDatasetSizeMap, CommitDatasetNumMap, _ := queryDatasetSize(start_unix, end_unix) SolveIssueCountMap := querySolveIssue(start_unix, end_unix) - CreateRepoCountMap := queryUserCreateRepo(start_unix, end_unix) + CreateRepoCountMap, _, _ := queryUserCreateRepo(start_unix, end_unix) LoginCountMap := queryLoginCount(start_unix, end_unix) OpenIIndexMap := queryUserRepoOpenIIndex(start_unix, end_unix) CloudBrainTaskMap, CloudBrainTaskItemMap := queryCloudBrainTask(start_unix, end_unix) AiModelManageMap := queryUserModel(start_unix, end_unix) CollectDataset, CollectedDataset := queryDatasetStars(start_unix, end_unix) - RecommendDataset := queryRecommedDataSet(start_unix, end_unix) + RecommendDataset, _ := queryRecommedDataSet(start_unix, end_unix) CollectImage, CollectedImage := queryImageStars(start_unix, end_unix) RecommendImage := queryRecommedImage(start_unix, end_unix) @@ -1490,41 +1549,65 @@ func queryPullRequest(start_unix int64, end_unix int64) map[int64]int { return resultMap } -func queryCommitAction(start_unix int64, end_unix int64, actionType int64) map[int64]int { +func queryCommitAction(start_unix int64, end_unix int64, actionType int64) (map[int64]int, map[int64]map[string]int) { sess := x.NewSession() defer sess.Close() resultMap := make(map[int64]int) - - cond := "user_id=act_user_id and op_type=" + fmt.Sprint(actionType) + " and created_unix>=" + fmt.Sprint(start_unix) + " and created_unix<=" + fmt.Sprint(end_unix) + mostActiveMap := make(map[int64]map[string]int) + cond := "user_id=act_user_id and created_unix>=" + fmt.Sprint(start_unix) + " and created_unix<=" + fmt.Sprint(end_unix) count, err := sess.Where(cond).Count(new(Action)) if err != nil { log.Info("query action error. return.") - return resultMap + return resultMap, mostActiveMap } + var indexTotal int64 indexTotal = 0 for { - sess.Select("id,user_id,op_type,act_user_id").Table("action").Where(cond).OrderBy("id asc").Limit(PAGE_SIZE, int(indexTotal)) + sess.Select("id,user_id,op_type,act_user_id,created_unix").Table("action").Where(cond).OrderBy("id asc").Limit(PAGE_SIZE, int(indexTotal)) actionList := make([]*Action, 0) sess.Find(&actionList) log.Info("query action size=" + fmt.Sprint(len(actionList))) for _, actionRecord := range actionList { - if _, ok := resultMap[actionRecord.UserID]; !ok { - resultMap[actionRecord.UserID] = 1 + if int64(actionRecord.OpType) == actionType { + if _, ok := resultMap[actionRecord.UserID]; !ok { + resultMap[actionRecord.UserID] = 1 + } else { + resultMap[actionRecord.UserID] += 1 + } + } + key := getDate(actionRecord.CreatedUnix) + if _, ok := mostActiveMap[actionRecord.UserID]; !ok { + tmpMap := make(map[string]int) + tmpMap[key] = 1 + mostActiveMap[actionRecord.UserID] = tmpMap } else { - resultMap[actionRecord.UserID] += 1 + mostActiveMap[actionRecord.UserID][key] = getMapKeyStringValue(key, mostActiveMap[actionRecord.UserID]) + 1 + } + utcTime := actionRecord.CreatedUnix.AsTime() + hour := utcTime.Hour() + if hour >= 0 && hour <= 5 { + key = "hour_hour" + if getMapKeyStringValue(key, mostActiveMap[actionRecord.UserID]) < hour { + mostActiveMap[actionRecord.UserID][key] = hour + mostActiveMap[actionRecord.UserID]["hour_day"] = utcTime.Day() + mostActiveMap[actionRecord.UserID]["hour_month"] = int(utcTime.Month()) + mostActiveMap[actionRecord.UserID]["hour_year"] = utcTime.Year() + } } } - indexTotal += PAGE_SIZE if indexTotal >= count { break } } - return resultMap + return resultMap, mostActiveMap +} +func getDate(createTime timeutil.TimeStamp) string { + return createTime.Format("2006-01-02") } func queryCreateIssue(start_unix int64, end_unix int64) map[int64]int { @@ -1714,15 +1797,16 @@ func queryFollow(start_unix int64, end_unix int64) (map[int64]int, map[int64]int return resultMap, resultFocusedByOtherMap } -func queryRecommedDataSet(start_unix int64, end_unix int64) map[int64]int { +func queryRecommedDataSet(start_unix int64, end_unix int64) (map[int64]int, map[int64]int) { sess := x.NewSession() defer sess.Close() - userIdDdatasetMap := make(map[int64]int) - cond := " created_unix>=" + fmt.Sprint(start_unix) + " and created_unix<=" + fmt.Sprint(end_unix) + " and recommend=true" + userIdRecommentDatasetMap := make(map[int64]int) + userIdCreateDatasetMap := make(map[int64]int) + cond := " created_unix>=" + fmt.Sprint(start_unix) + " and created_unix<=" + fmt.Sprint(end_unix) count, err := sess.Where(cond).Count(new(Dataset)) if err != nil { log.Info("query recommend dataset error. return.") - return userIdDdatasetMap + return userIdRecommentDatasetMap, userIdCreateDatasetMap } var indexTotal int64 indexTotal = 0 @@ -1732,18 +1816,21 @@ func queryRecommedDataSet(start_unix int64, end_unix int64) map[int64]int { sess.Find(&datasetList) log.Info("query datasetList size=" + fmt.Sprint(len(datasetList))) for _, datasetRecord := range datasetList { - if _, ok := userIdDdatasetMap[datasetRecord.UserID]; !ok { - userIdDdatasetMap[datasetRecord.UserID] = 1 - } else { - userIdDdatasetMap[datasetRecord.UserID] += 1 + if datasetRecord.Recommend { + if _, ok := userIdRecommentDatasetMap[datasetRecord.UserID]; !ok { + userIdRecommentDatasetMap[datasetRecord.UserID] = 1 + } else { + userIdRecommentDatasetMap[datasetRecord.UserID] += 1 + } } + userIdCreateDatasetMap[datasetRecord.UserID] = getMapValue(datasetRecord.UserID, userIdCreateDatasetMap) + 1 } indexTotal += PAGE_SIZE if indexTotal >= count { break } } - return userIdDdatasetMap + return userIdRecommentDatasetMap, userIdCreateDatasetMap } func queryAllDataSet() (map[int64]int64, map[int64]int64) { @@ -1922,22 +2009,23 @@ func queryImageStars(start_unix int64, end_unix int64) (map[int64]int, map[int64 return imageCollect, imageCollected } -func queryDatasetSize(start_unix int64, end_unix int64) (map[int64]int, map[int64]int) { +func queryDatasetSize(start_unix int64, end_unix int64) (map[int64]int, map[int64]int, map[int64]int) { sess := x.NewSession() defer sess.Close() resultSizeMap := make(map[int64]int) resultNumMap := make(map[int64]int) + resultDownloadMap := make(map[int64]int) cond := " created_unix>=" + fmt.Sprint(start_unix) + " and created_unix<=" + fmt.Sprint(end_unix) count, err := sess.Where(cond).Count(new(Attachment)) if err != nil { log.Info("query attachment error. return.") - return resultSizeMap, resultNumMap + return resultSizeMap, resultNumMap, resultDownloadMap } var indexTotal int64 indexTotal = 0 for { - sess.Select("id,uploader_id,size").Table("attachment").Where(cond).OrderBy("id asc").Limit(PAGE_SIZE, int(indexTotal)) + sess.Select("id,uploader_id,size,download_count").Table("attachment").Where(cond).OrderBy("id asc").Limit(PAGE_SIZE, int(indexTotal)) attachmentList := make([]*Attachment, 0) sess.Find(&attachmentList) @@ -1946,9 +2034,11 @@ func queryDatasetSize(start_unix int64, end_unix int64) (map[int64]int, map[int6 if _, ok := resultSizeMap[attachRecord.UploaderID]; !ok { resultSizeMap[attachRecord.UploaderID] = int(attachRecord.Size / (1024 * 1024)) //MB resultNumMap[attachRecord.UploaderID] = 1 + resultDownloadMap[attachRecord.UploaderID] = int(attachRecord.DownloadCount) } else { resultSizeMap[attachRecord.UploaderID] += int(attachRecord.Size / (1024 * 1024)) //MB resultNumMap[attachRecord.UploaderID] += 1 + resultDownloadMap[attachRecord.UploaderID] += int(attachRecord.DownloadCount) } } @@ -1958,32 +2048,50 @@ func queryDatasetSize(start_unix int64, end_unix int64) (map[int64]int, map[int6 } } - return resultSizeMap, resultNumMap + return resultSizeMap, resultNumMap, resultDownloadMap } -func queryUserCreateRepo(start_unix int64, end_unix int64) map[int64]int { +func queryUserCreateRepo(start_unix int64, end_unix int64) (map[int64]int, map[string]int, map[int64]string) { sess := x.NewSession() defer sess.Close() resultMap := make(map[int64]int) + detailInfoMap := make(map[string]int) + mostDownloadMap := make(map[int64]string) + cond := "is_fork=false and created_unix>=" + fmt.Sprint(start_unix) + " and created_unix<=" + fmt.Sprint(end_unix) count, err := sess.Where(cond).Count(new(Repository)) if err != nil { log.Info("query Repository error. return.") - return resultMap + return resultMap, detailInfoMap, mostDownloadMap } var indexTotal int64 indexTotal = 0 for { - sess.Select("id,owner_id,name").Table("repository").Where(cond).OrderBy("id asc").Limit(PAGE_SIZE, int(indexTotal)) + sess.Select("id,owner_id,name,is_private,clone_cnt").Table("repository").Where(cond).OrderBy("id asc").Limit(PAGE_SIZE, int(indexTotal)) repoList := make([]*Repository, 0) sess.Find(&repoList) log.Info("query Repository size=" + fmt.Sprint(len(repoList))) for _, repoRecord := range repoList { - if _, ok := resultMap[repoRecord.OwnerID]; !ok { - resultMap[repoRecord.OwnerID] = 1 + resultMap[repoRecord.OwnerID] = getMapValue(repoRecord.OwnerID, resultMap) + 1 + + key := fmt.Sprint(repoRecord.OwnerID) + "_total" + detailInfoMap[key] = getMapKeyStringValue(key, detailInfoMap) + 1 + + if repoRecord.IsPrivate { + key := fmt.Sprint(repoRecord.OwnerID) + "_is_private" + detailInfoMap[key] = getMapKeyStringValue(key, detailInfoMap) + 1 } else { - resultMap[repoRecord.OwnerID] += 1 + key := fmt.Sprint(repoRecord.OwnerID) + "_is_public" + detailInfoMap[key] = getMapKeyStringValue(key, detailInfoMap) + 1 + } + key = fmt.Sprint(repoRecord.OwnerID) + "_total_download" + detailInfoMap[key] = getMapKeyStringValue(key, detailInfoMap) + int(repoRecord.CloneCnt) + + key = fmt.Sprint(repoRecord.OwnerID) + "_most_download" + if int(repoRecord.CloneCnt) > getMapKeyStringValue(key, detailInfoMap) { + detailInfoMap[key] = int(repoRecord.CloneCnt) + mostDownloadMap[repoRecord.OwnerID] = repoRecord.DisplayName() } } indexTotal += PAGE_SIZE @@ -1992,7 +2100,7 @@ func queryUserCreateRepo(start_unix int64, end_unix int64) map[int64]int { } } - return resultMap + return resultMap, detailInfoMap, mostDownloadMap } func queryUserRepoOpenIIndex(start_unix int64, end_unix int64) map[int64]float64 { @@ -2180,6 +2288,7 @@ func queryCloudBrainTask(start_unix int64, end_unix int64) (map[int64]int, map[s setMapKey("CloudBrainRunTime", cloudTaskRecord.UserID, int(cloudTaskRecord.Duration), resultItemMap) } if cloudTaskRecord.Type == 1 { //npu + setMapKey("CloudBrainTwo", cloudTaskRecord.UserID, 1, resultItemMap) if cloudTaskRecord.JobType == "TRAIN" { setMapKey("NpuTrainJob", cloudTaskRecord.UserID, 1, resultItemMap) } else if cloudTaskRecord.JobType == "INFERENCE" { @@ -2187,14 +2296,32 @@ func queryCloudBrainTask(start_unix int64, end_unix int64) (map[int64]int, map[s } else { setMapKey("NpuDebugJob", cloudTaskRecord.UserID, 1, resultItemMap) } - } else { //type=0 gpu + } else if cloudTaskRecord.Type == 0 { //type=0 gpu + setMapKey("CloudBrainOne", cloudTaskRecord.UserID, 1, resultItemMap) if cloudTaskRecord.JobType == "TRAIN" { setMapKey("GpuTrainJob", cloudTaskRecord.UserID, 1, resultItemMap) + } else if cloudTaskRecord.JobType == "INFERENCE" { + setMapKey("GpuInferenceJob", cloudTaskRecord.UserID, 1, resultItemMap) } else if cloudTaskRecord.JobType == "BENCHMARK" { setMapKey("GpuBenchMarkJob", cloudTaskRecord.UserID, 1, resultItemMap) } else { setMapKey("GpuDebugJob", cloudTaskRecord.UserID, 1, resultItemMap) } + } else if cloudTaskRecord.Type == 2 { + setMapKey("C2Net", cloudTaskRecord.UserID, 1, resultItemMap) + if cloudTaskRecord.ComputeResource == NPUResource { + if cloudTaskRecord.JobType == "TRAIN" { + setMapKey("NpuTrainJob", cloudTaskRecord.UserID, 1, resultItemMap) + } else { + setMapKey("NpuDebugJob", cloudTaskRecord.UserID, 1, resultItemMap) + } + } else if cloudTaskRecord.ComputeResource == GPUResource { + if cloudTaskRecord.JobType == "TRAIN" { + setMapKey("GpuTrainJob", cloudTaskRecord.UserID, 1, resultItemMap) + } else { + setMapKey("GpuDebugJob", cloudTaskRecord.UserID, 1, resultItemMap) + } + } } } indexTotal += PAGE_SIZE @@ -2274,3 +2401,26 @@ func subMonth(t1, t2 time.Time) (month int) { } return month } + +func GetContentFromPromote(url string) (string, error) { + defer func() { + if err := recover(); err != nil { + log.Info("not error.", err) + return + } + }() + resp, err := http.Get(url) + if err != nil || resp.StatusCode != 200 { + log.Info("Get organizations url error=" + err.Error()) + return "", err + } + + bytes, err := ioutil.ReadAll(resp.Body) + resp.Body.Close() + if err != nil { + log.Info("Get organizations url error=" + err.Error()) + return "", err + } + allLineStr := string(bytes) + return allLineStr, nil +} diff --git a/models/user_business_struct.go b/models/user_business_struct.go index fe98be760..9dcc12342 100644 --- a/models/user_business_struct.go +++ b/models/user_business_struct.go @@ -2,6 +2,27 @@ package models import "code.gitea.io/gitea/modules/timeutil" +type UserSummaryCurrentYear struct { + ID int64 `xorm:"pk"` + Email string `xorm:"NOT NULL"` + //user + Name string `xorm:"NOT NULL"` + Phone string `xorm:"NULL"` + //user + RegistDate timeutil.TimeStamp `xorm:"NOT NULL"` + + DateCount int `xorm:"NOT NULL DEFAULT 0"` + MostActiveDay string `xorm:" NULL "` //08.05 + RepoInfo string `xorm:"varchar(1000)"` //创建了XX 个项目，公开项目XX 个，私有项目XX 个累计被下载XXX 次，其中《XXXXXXX 》项目，获得了最高XXX 次下载 + DataSetInfo string `xorm:"varchar(500)"` //创建了XX 个数据集，上传了XX 个数据集文件，累计被下载XX 次，被收藏XX 次 + CodeInfo string `xorm:"varchar(500)"` //代码提交次数，提交总代码行数，最晚的提交时间 + CloudBrainInfo string `xorm:"varchar(1000)"` //，创建了XX 个云脑任务，调试任务XX 个，训练任务XX 个，推理任务XX 个，累计运行了XXXX 卡时，累计节省xxxxx 元 + //这些免费的算力资源分别有，XX% 来自鹏城云脑1，XX% 来自鹏城云脑2，XX% 来自智算网络 + PlayARoll string `xorm:"varchar(500)"` //你参加了XX 次“我为开源打榜狂”活动，累计上榜XX 次，总共获得了社区XXX 元的激励 + + Label string `xorm:"varchar(500)"` +} + type UserBusinessAnalysisCurrentYear struct { ID int64 `xorm:"pk"` CountDate int64 `xorm:"pk"` @@ -505,3 +526,182 @@ type UserMetrics struct { ActivityUserJson string `xorm:"text NULL"` //激活用户列表 CurrentDayRegistUser int `xorm:"NOT NULL DEFAULT 0"` //当天注册用户 } + +type UserBusinessAnalysisAll struct { + ID int64 `xorm:"pk"` + + CountDate int64 `xorm:"pk"` + + //action :ActionMergePullRequest // 11 + CodeMergeCount int `xorm:"NOT NULL DEFAULT 0"` + + //action :ActionCommitRepo // 5 + CommitCount int `xorm:"NOT NULL DEFAULT 0"` + + //action :ActionCreateIssue // 10 + IssueCount int `xorm:"NOT NULL DEFAULT 0"` + + //comment table current date + CommentCount int `xorm:"NOT NULL DEFAULT 0"` + + //watch table current date + FocusRepoCount int `xorm:"NOT NULL DEFAULT 0"` + + //star table current date + StarRepoCount int `xorm:"NOT NULL DEFAULT 0"` + + //follow table + WatchedCount int `xorm:"NOT NULL DEFAULT 0"` + + // user table + GiteaAgeMonth int `xorm:"NOT NULL DEFAULT 0"` + + // + CommitCodeSize int `xorm:"NOT NULL DEFAULT 0"` + + //attachement table + CommitDatasetSize int `xorm:"NOT NULL DEFAULT 0"` + + //0 + CommitModelCount int `xorm:"NOT NULL DEFAULT 0"` + + //issue, issueassignees + SolveIssueCount int `xorm:"NOT NULL DEFAULT 0"` + + //baike + EncyclopediasCount int `xorm:"NOT NULL DEFAULT 0"` + + //user + RegistDate timeutil.TimeStamp `xorm:"NOT NULL"` + + //repo + CreateRepoCount int `xorm:"NOT NULL DEFAULT 0"` + + //login count, from elk + LoginCount int `xorm:"NOT NULL DEFAULT 0"` + + //openi index + OpenIIndex float64 `xorm:"NOT NULL DEFAULT 0"` + + //user + Email string `xorm:"NOT NULL"` + + //user + Name string `xorm:"NOT NULL"` + + DataDate string `xorm:"NULL"` + + //cloudbraintask + CloudBrainTaskNum int `xorm:"NOT NULL DEFAULT 0"` + GpuDebugJob int `xorm:"NOT NULL DEFAULT 0"` + NpuDebugJob int `xorm:"NOT NULL DEFAULT 0"` + GpuTrainJob int `xorm:"NOT NULL DEFAULT 0"` + NpuTrainJob int `xorm:"NOT NULL DEFAULT 0"` + NpuInferenceJob int `xorm:"NOT NULL DEFAULT 0"` + GpuBenchMarkJob int `xorm:"NOT NULL DEFAULT 0"` + CloudBrainRunTime int `xorm:"NOT NULL DEFAULT 0"` + CommitDatasetNum int `xorm:"NOT NULL DEFAULT 0"` + UserIndex float64 `xorm:"NOT NULL DEFAULT 0"` + UserIndexPrimitive float64 `xorm:"NOT NULL DEFAULT 0"` + + UserLocation string `xorm:"NULL"` + + FocusOtherUser int `xorm:"NOT NULL DEFAULT 0"` + CollectDataset int `xorm:"NOT NULL DEFAULT 0"` + CollectedDataset int `xorm:"NOT NULL DEFAULT 0"` + RecommendDataset int `xorm:"NOT NULL DEFAULT 0"` + CollectImage int `xorm:"NOT NULL DEFAULT 0"` + CollectedImage int `xorm:"NOT NULL DEFAULT 0"` + RecommendImage int `xorm:"NOT NULL DEFAULT 0"` + + Phone string `xorm:"NULL"` + InvitationUserNum int `xorm:"NOT NULL DEFAULT 0"` +} + +type UserBusinessAnalysis struct { + ID int64 `xorm:"pk"` + DataDate string `xorm:"pk"` + CountDate int64 `xorm:"NULL"` + + //action :ActionMergePullRequest // 11 + CodeMergeCount int `xorm:"NOT NULL DEFAULT 0"` + + //action :ActionCommitRepo // 5 + CommitCount int `xorm:"NOT NULL DEFAULT 0"` + + //action :ActionCreateIssue // 6 + IssueCount int `xorm:"NOT NULL DEFAULT 0"` + + //comment table current date + CommentCount int `xorm:"NOT NULL DEFAULT 0"` + + //watch table current date + FocusRepoCount int `xorm:"NOT NULL DEFAULT 0"` + + //star table current date + StarRepoCount int `xorm:"NOT NULL DEFAULT 0"` + + //follow table + WatchedCount int `xorm:"NOT NULL DEFAULT 0"` + + // user table + GiteaAgeMonth int `xorm:"NOT NULL DEFAULT 0"` + + // + CommitCodeSize int `xorm:"NOT NULL DEFAULT 0"` + + //attachement table + CommitDatasetSize int `xorm:"NOT NULL DEFAULT 0"` + + //0 + CommitModelCount int `xorm:"NOT NULL DEFAULT 0"` + + //issue, issueassignees + SolveIssueCount int `xorm:"NOT NULL DEFAULT 0"` + + //baike + EncyclopediasCount int `xorm:"NOT NULL DEFAULT 0"` + + //user + RegistDate timeutil.TimeStamp `xorm:"NOT NULL"` + + //repo + CreateRepoCount int `xorm:"NOT NULL DEFAULT 0"` + + //login count, from elk + LoginCount int `xorm:"NOT NULL DEFAULT 0"` + + //openi index + OpenIIndex float64 `xorm:"NOT NULL DEFAULT 0"` + + //user + Email string `xorm:"NOT NULL"` + + //user + Name string `xorm:"NOT NULL"` + + CloudBrainTaskNum int `xorm:"NOT NULL DEFAULT 0"` + GpuDebugJob int `xorm:"NOT NULL DEFAULT 0"` + NpuDebugJob int `xorm:"NOT NULL DEFAULT 0"` + GpuTrainJob int `xorm:"NOT NULL DEFAULT 0"` + NpuTrainJob int `xorm:"NOT NULL DEFAULT 0"` + NpuInferenceJob int `xorm:"NOT NULL DEFAULT 0"` + GpuBenchMarkJob int `xorm:"NOT NULL DEFAULT 0"` + CloudBrainRunTime int `xorm:"NOT NULL DEFAULT 0"` + CommitDatasetNum int `xorm:"NOT NULL DEFAULT 0"` + UserIndex float64 `xorm:"NOT NULL DEFAULT 0"` + UserIndexPrimitive float64 `xorm:"NOT NULL DEFAULT 0"` + + UserLocation string `xorm:"NULL"` + + FocusOtherUser int `xorm:"NOT NULL DEFAULT 0"` + CollectDataset int `xorm:"NOT NULL DEFAULT 0"` + CollectedDataset int `xorm:"NOT NULL DEFAULT 0"` + RecommendDataset int `xorm:"NOT NULL DEFAULT 0"` + CollectImage int `xorm:"NOT NULL DEFAULT 0"` + CollectedImage int `xorm:"NOT NULL DEFAULT 0"` + RecommendImage int `xorm:"NOT NULL DEFAULT 0"` + + Phone string `xorm:"NULL"` + InvitationUserNum int `xorm:"NOT NULL DEFAULT 0"` +} diff --git a/modules/auth/modelarts.go b/modules/auth/modelarts.go index 9744bc387..0221c51d8 100755 --- a/modules/auth/modelarts.go +++ b/modules/auth/modelarts.go @@ -57,29 +57,26 @@ type CreateModelArtsTrainJobForm struct { } type CreateModelArtsInferenceJobForm struct { - DisplayJobName string `form:"display_job_name" binding:"Required"` - JobName string `form:"job_name" binding:"Required"` - Attachment string `form:"attachment" binding:"Required"` - BootFile string `form:"boot_file" binding:"Required"` - WorkServerNumber int `form:"work_server_number" binding:"Required"` - EngineID int `form:"engine_id" binding:"Required"` - PoolID string `form:"pool_id" binding:"Required"` - Flavor string `form:"flavor" binding:"Required"` - Params string `form:"run_para_list" binding:"Required"` - Description string `form:"description"` - IsSaveParam string `form:"is_save_para"` - ParameterTemplateName string `form:"parameter_template_name"` - PrameterDescription string `form:"parameter_description"` - BranchName string `form:"branch_name" binding:"Required"` - VersionName string `form:"version_name" binding:"Required"` - FlavorName string `form:"flaver_names" binding:"Required"` - EngineName string `form:"engine_names" binding:"Required"` - LabelName string `form:"label_names" binding:"Required"` - TrainUrl string `form:"train_url" binding:"Required"` - ModelName string `form:"model_name" binding:"Required"` - ModelVersion string `form:"model_version" binding:"Required"` - CkptName string `form:"ckpt_name" binding:"Required"` - SpecId int64 `form:"spec_id" binding:"Required"` + DisplayJobName string `form:"display_job_name" binding:"Required"` + JobName string `form:"job_name" binding:"Required"` + Attachment string `form:"attachment" binding:"Required"` + BootFile string `form:"boot_file" binding:"Required"` + WorkServerNumber int `form:"work_server_number" binding:"Required"` + EngineID int `form:"engine_id" binding:"Required"` + PoolID string `form:"pool_id" binding:"Required"` + Flavor string `form:"flavor" binding:"Required"` + Params string `form:"run_para_list" binding:"Required"` + Description string `form:"description"` + BranchName string `form:"branch_name" binding:"Required"` + VersionName string `form:"version_name" binding:"Required"` + FlavorName string `form:"flaver_names" binding:"Required"` + EngineName string `form:"engine_names" binding:"Required"` + LabelName string `form:"label_names" binding:"Required"` + TrainUrl string `form:"train_url" binding:"Required"` + ModelName string `form:"model_name" binding:"Required"` + ModelVersion string `form:"model_version" binding:"Required"` + CkptName string `form:"ckpt_name" binding:"Required"` + SpecId int64 `form:"spec_id" binding:"Required"` } func (f *CreateModelArtsTrainJobForm) Validate(ctx *macaron.Context, errs binding.Errors) binding.Errors { diff --git a/modules/cloudbrain/cloudbrain.go b/modules/cloudbrain/cloudbrain.go index e57bd8d7e..8d4e57670 100755 --- a/modules/cloudbrain/cloudbrain.go +++ b/modules/cloudbrain/cloudbrain.go @@ -228,7 +228,7 @@ func AdminOrImageCreaterRight(ctx *context.Context) { } -func GenerateTask(req GenerateCloudBrainTaskReq) error { +func GenerateTask(req GenerateCloudBrainTaskReq) (string, error) { var versionCount int if req.JobType == string(models.JobTypeTrain) { versionCount = 1 @@ -335,11 +335,11 @@ func GenerateTask(req GenerateCloudBrainTaskReq) error { }) if err != nil { log.Error("CreateJob failed:", err.Error(), req.Ctx.Data["MsgID"]) - return err + return "", err } if jobResult.Code != Success { log.Error("CreateJob(%s) failed:%s", req.JobName, jobResult.Msg, req.Ctx.Data["MsgID"]) - return errors.New(jobResult.Msg) + return "", errors.New(jobResult.Msg) } var jobID = jobResult.Payload["jobId"].(string) @@ -380,13 +380,13 @@ func GenerateTask(req GenerateCloudBrainTaskReq) error { }) if err != nil { - return err + return "", err } task, err := models.GetCloudbrainByJobID(jobID) if err != nil { log.Error("GetCloudbrainByJobID failed: %v", err.Error()) - return err + return "", err } stringId := strconv.FormatInt(task.ID, 10) @@ -401,7 +401,7 @@ func GenerateTask(req GenerateCloudBrainTaskReq) error { notification.NotifyOtherTask(req.Ctx.User, req.Ctx.Repo.Repository, stringId, req.DisplayJobName, models.ActionCreateDebugGPUTask) } - return nil + return jobID, nil } func IsBenchmarkJob(jobType string) bool { diff --git a/modules/convert/cloudbrain.go b/modules/convert/cloudbrain.go new file mode 100644 index 000000000..1487f468e --- /dev/null +++ b/modules/convert/cloudbrain.go @@ -0,0 +1,111 @@ +package convert + +import ( + "code.gitea.io/gitea/models" + api "code.gitea.io/gitea/modules/structs" +) + +func ToCloudBrain(task *models.Cloudbrain) *api.Cloudbrain { + return &api.Cloudbrain{ + ID: task.ID, + JobID: task.JobID, + JobType: task.JobType, + Type: task.Type, + DisplayJobName: task.DisplayJobName, + Status: task.Status, + CreatedUnix: int64(task.CreatedUnix), + RepoID: task.RepoID, + Duration: task.Duration, + TrainJobDuration: task.TrainJobDuration, + ImageID: task.ImageID, + Image: task.Image, + Uuid: task.Uuid, + DatasetName: task.DatasetName, + ComputeResource: task.ComputeResource, + AiCenter: task.AiCenter, + BranchName: task.BranchName, + Parameters: task.Parameters, + BootFile: task.BootFile, + Description: task.Description, + ModelName: task.ModelName, + + ModelVersion: task.ModelVersion, + CkptName: task.CkptName, + + StartTime: int64(task.StartTime), + EndTime: int64(task.EndTime), + + Spec: ToSpecification(task.Spec), + } +} +func ToAttachment(attachment *models.Attachment) *api.AttachmentShow { + return &api.AttachmentShow{ + ID: attachment.ID, + UUID: attachment.UUID, + DatasetID: attachment.DatasetID, + ReleaseID: attachment.ReleaseID, + UploaderID: attachment.UploaderID, + CommentID: attachment.CommentID, + Name: attachment.Name, + Description: attachment.Description, + DownloadCount: attachment.DownloadCount, + UseNumber: attachment.UseNumber, + Size: attachment.Size, + IsPrivate: attachment.IsPrivate, + DecompressState: attachment.DecompressState, + Type: attachment.Type, + CreatedUnix: int64(attachment.CreatedUnix), + } +} + +func ToDataset(dataset *models.Dataset) *api.Dataset { + var convertAttachments []*api.AttachmentShow + for _, attachment := range dataset.Attachments { + convertAttachments = append(convertAttachments, ToAttachment(attachment)) + } + return &api.Dataset{ + ID: dataset.ID, + Title: dataset.Title, + Status: dataset.Status, + Category: dataset.Category, + Description: dataset.Description, + DownloadTimes: dataset.DownloadTimes, + UseCount: dataset.UseCount, + NumStars: dataset.NumStars, + Recommend: dataset.Recommend, + License: dataset.License, + Task: dataset.Task, + ReleaseID: dataset.ReleaseID, + UserID: dataset.UserID, + RepoID: dataset.RepoID, + Repo: &api.RepositoryShow{ + OwnerName: dataset.Repo.OwnerName, + Name: dataset.Repo.Name, + }, + CreatedUnix: int64(dataset.CreatedUnix), + UpdatedUnix: int64(dataset.UpdatedUnix), + Attachments: convertAttachments, + } +} + +func ToSpecification(s *models.Specification) *api.SpecificationShow { + return &api.SpecificationShow{ + ID: s.ID, + AccCardsNum: s.AccCardsNum, + AccCardType: s.AccCardType, + CpuCores: s.CpuCores, + MemGiB: s.MemGiB, + GPUMemGiB: s.GPUMemGiB, + ShareMemGiB: s.ShareMemGiB, + ComputeResource: s.ComputeResource, + UnitPrice: s.UnitPrice, + } +} + +func ToTagger(user *models.User) *api.Tagger { + return &api.Tagger{ + Name: user.Name, + RelAvatarURL: user.RelAvatarLink(), + Email: user.Email, + } +} diff --git a/modules/grampus/grampus.go b/modules/grampus/grampus.go index 35ea815b5..b6f62560a 100755 --- a/modules/grampus/grampus.go +++ b/modules/grampus/grampus.go @@ -102,7 +102,7 @@ func getDatasetGrampus(datasetInfos map[string]models.DatasetInfo) []models.Gram return datasetGrampus } -func GenerateTrainJob(ctx *context.Context, req *GenerateTrainJobReq) (err error) { +func GenerateTrainJob(ctx *context.Context, req *GenerateTrainJobReq) (jobId string, err error) { createTime := timeutil.TimeStampNow() centerID, centerName := getCentersParamter(ctx, req) @@ -150,7 +150,7 @@ func GenerateTrainJob(ctx *context.Context, req *GenerateTrainJobReq) (err error }) if err != nil { log.Error("createJob failed: %v", err.Error()) - return err + return "", err } jobID := jobResult.JobInfo.JobID @@ -191,7 +191,7 @@ func GenerateTrainJob(ctx *context.Context, req *GenerateTrainJobReq) (err error if err != nil { log.Error("CreateCloudbrain(%s) failed:%v", req.DisplayJobName, err.Error()) - return err + return "", err } var actionType models.ActionType @@ -202,7 +202,7 @@ func GenerateTrainJob(ctx *context.Context, req *GenerateTrainJobReq) (err error } notification.NotifyOtherTask(ctx.User, ctx.Repo.Repository, jobID, req.DisplayJobName, actionType) - return nil + return jobID, nil } func getCentersParamter(ctx *context.Context, req *GenerateTrainJobReq) ([]string, []string) { diff --git a/modules/grampus/resty.go b/modules/grampus/resty.go index f36721c85..a9e1aed5c 100755 --- a/modules/grampus/resty.go +++ b/modules/grampus/resty.go @@ -245,6 +245,32 @@ func GetTrainJobLog(jobID string) (string, error) { return logContent, nil } +func GetGrampusMetrics(jobID string) (models.GetTrainJobMetricStatisticResult, error) { + checkSetting() + client := getRestyClient() + var result models.GetTrainJobMetricStatisticResult + res, err := client.R(). + SetAuthToken(TOKEN). + Get(HOST + urlTrainJob + "/" + jobID + "/task/0/replica/0/metrics") + + if err != nil { + return result, fmt.Errorf("resty GetTrainJobLog: %v", err) + } + if err = json.Unmarshal([]byte(res.String()), &result); err != nil { + log.Error("GetGrampusMetrics json.Unmarshal failed(%s): %v", res.String(), err.Error()) + return result, fmt.Errorf("json.Unmarshal failed(%s): %v", res.String(), err.Error()) + } + if res.StatusCode() != http.StatusOK { + log.Error("Call GrampusMetrics failed(%d):%s(%s)", res.StatusCode(), result.ErrorCode, result.ErrorMsg) + return result, fmt.Errorf("Call GrampusMetrics failed(%d):%d(%s)", res.StatusCode(), result.ErrorCode, result.ErrorMsg) + } + if !result.IsSuccess { + log.Error("GetGrampusMetrics(%s) failed", jobID) + return result, fmt.Errorf("GetGrampusMetrics failed:%s", result.ErrorMsg) + } + return result, nil +} + func StopJob(jobID string) (*models.GrampusStopJobResponse, error) { checkSetting() client := getRestyClient() diff --git a/modules/modelarts/modelarts.go b/modules/modelarts/modelarts.go index 567f6d620..dd502dfd0 100755 --- a/modules/modelarts/modelarts.go +++ b/modules/modelarts/modelarts.go @@ -350,7 +350,7 @@ func GenerateNotebook2(ctx *context.Context, displayJobName, jobName, uuid, desc return nil } -func GenerateTrainJob(ctx *context.Context, req *GenerateTrainJobReq) (err error) { +func GenerateTrainJob(ctx *context.Context, req *GenerateTrainJobReq) (jobId string, err error) { createTime := timeutil.TimeStampNow() var jobResult *models.CreateTrainJobResult var createErr error @@ -410,17 +410,17 @@ func GenerateTrainJob(ctx *context.Context, req *GenerateTrainJobReq) (err error }) if errTemp != nil { log.Error("InsertCloudbrainTemp failed: %v", errTemp.Error()) - return errTemp + return "", errTemp } } - return createErr + return "", createErr } - jobId := strconv.FormatInt(jobResult.JobID, 10) + jobID := strconv.FormatInt(jobResult.JobID, 10) createErr = models.CreateCloudbrain(&models.Cloudbrain{ Status: TransTrainJobStatus(jobResult.Status), UserID: ctx.User.ID, RepoID: ctx.Repo.Repository.ID, - JobID: jobId, + JobID: jobID, JobName: req.JobName, DisplayJobName: req.DisplayJobName, JobType: string(models.JobTypeTrain), @@ -458,10 +458,10 @@ func GenerateTrainJob(ctx *context.Context, req *GenerateTrainJobReq) (err error if createErr != nil { log.Error("CreateCloudbrain(%s) failed:%v", req.DisplayJobName, createErr.Error()) - return createErr + return "", createErr } - notification.NotifyOtherTask(ctx.User, ctx.Repo.Repository, jobId, req.DisplayJobName, models.ActionCreateTrainTask) - return nil + notification.NotifyOtherTask(ctx.User, ctx.Repo.Repository, jobID, req.DisplayJobName, models.ActionCreateTrainTask) + return jobID, nil } func GenerateModelConvertTrainJob(req *GenerateTrainJobReq) (*models.CreateTrainJobResult, error) { @@ -682,7 +682,7 @@ func GetOutputPathByCount(TotalVersionCount int) (VersionOutputPath string) { return VersionOutputPath } -func GenerateInferenceJob(ctx *context.Context, req *GenerateInferenceJobReq) (err error) { +func GenerateInferenceJob(ctx *context.Context, req *GenerateInferenceJobReq) (jobId string, err error) { createTime := timeutil.TimeStampNow() var jobResult *models.CreateTrainJobResult var createErr error @@ -742,10 +742,10 @@ func GenerateInferenceJob(ctx *context.Context, req *GenerateInferenceJobReq) (e }) if err != nil { log.Error("InsertCloudbrainTemp failed: %v", err.Error()) - return err + return "", err } } - return err + return "", err } // attach, err := models.GetAttachmentByUUID(req.Uuid) @@ -796,7 +796,7 @@ func GenerateInferenceJob(ctx *context.Context, req *GenerateInferenceJobReq) (e if err != nil { log.Error("CreateCloudbrain(%s) failed:%v", req.JobName, err.Error()) - return err + return "", err } if req.JobType == string(models.JobTypeModelSafety) { task, err := models.GetCloudbrainByJobID(jobID) @@ -807,7 +807,7 @@ func GenerateInferenceJob(ctx *context.Context, req *GenerateInferenceJobReq) (e notification.NotifyOtherTask(ctx.User, ctx.Repo.Repository, jobID, req.DisplayJobName, models.ActionCreateInferenceTask) } - return nil + return jobID, nil } func GetNotebookImageName(imageId string) (string, error) { diff --git a/modules/setting/setting.go b/modules/setting/setting.go index 88557ee60..e237d5a8a 100755 --- a/modules/setting/setting.go +++ b/modules/setting/setting.go @@ -598,20 +598,23 @@ var ( //grampus config Grampus = struct { - Env string - Host string - UserName string - Password string - SpecialPools string - C2NetSequence string - SyncScriptProject string - LocalCenterID string - AiCenterInfo string + Env string + Host string + UserName string + Password string + SpecialPools string + C2NetSequence string + SyncScriptProject string + LocalCenterID string + AiCenterInfo string + AiCenterCodeAndNameInfo string + UsageRateBeginTime string }{} - C2NetInfos *C2NetSqInfos - CenterInfos *AiCenterInfos - C2NetMapInfo map[string]*C2NetSequenceInfo + C2NetInfos *C2NetSqInfos + CenterInfos *AiCenterInfos + C2NetMapInfo map[string]*C2NetSequenceInfo + AiCenterCodeAndNameMapInfo map[string]*C2NetSequenceInfo //elk config ElkUrl string @@ -1451,7 +1454,7 @@ func NewContext() { MaxDuration = sec.Key("MAX_DURATION").MustInt64(14400) TrainGpuTypes = sec.Key("TRAIN_GPU_TYPES").MustString("") TrainResourceSpecs = sec.Key("TRAIN_RESOURCE_SPECS").MustString("") - MaxModelSize = sec.Key("MAX_MODEL_SIZE").MustFloat64(500) + MaxModelSize = sec.Key("MAX_MODEL_SIZE").MustFloat64(200) InferenceGpuTypes = sec.Key("INFERENCE_GPU_TYPES").MustString("") InferenceResourceSpecs = sec.Key("INFERENCE_RESOURCE_SPECS").MustString("") SpecialPools = sec.Key("SPECIAL_POOL").MustString("") @@ -1651,13 +1654,24 @@ func getGrampusConfig() { Grampus.Password = sec.Key("PASSWORD").MustString("") Grampus.SpecialPools = sec.Key("SPECIAL_POOL").MustString("") Grampus.C2NetSequence = sec.Key("C2NET_SEQUENCE").MustString("{\"sequence\":[{\"id\":1,\"name\":\"cloudbrain_one\",\"content\":\"鹏城云脑一号\",\"content_en\":\"Pencheng Cloudbrain Ⅰ\"},{\"id\":2,\"name\":\"cloudbrain_two\",\"content\":\"鹏城云脑二号\",\"content_en\":\"Pencheng Cloudbrain Ⅱ\"},{\"id\":3,\"name\":\"beida\",\"content\":\"北大人工智能集群系统\",\"content_en\":\"Peking University AI Center\"},{\"id\":4,\"name\":\"hefei\",\"content\":\"合肥类脑智能开放平台\",\"content_en\":\"Hefei AI Center\"},{\"id\":5,\"name\":\"wuhan\",\"content\":\"武汉人工智能计算中心\",\"content_en\":\"Wuhan AI Center\"},{\"id\":6,\"name\":\"xian\",\"content\":\"西安未来人工智能计算中心\",\"content_en\":\"Xi'an AI Center\"},{\"id\":7,\"pclcci\":\"more\",\"content\":\"鹏城云计算所\",\"content_en\":\"Pengcheng Cloud Computing Institute\"},{\"id\":8,\"name\":\"xuchang\",\"content\":\"中原人工智能计算中心\",\"content_en\":\"Zhongyuan AI Center\"},{\"id\":9,\"name\":\"chengdu\",\"content\":\"成都人工智能计算中心\",\"content_en\":\"Chengdu AI Center\"},{\"id\":10,\"name\":\"more\",\"content\":\"横琴先进智能计算中心\",\"content_en\":\"Hengqin AI Center\"},{\"id\":11,\"name\":\"more\",\"content\":\"国家超级计算济南中心\",\"content_en\":\"HPC & AI Center\"}]}") + Grampus.AiCenterCodeAndNameInfo = sec.Key("AI_CENTER_CODE_AND_NAME").MustString("{\"sequence\":[{\"id\":1,\"name\":\"cloudbrain_one\",\"content\":\"鹏城云脑一号\",\"content_en\":\"Pencheng Cloudbrain Ⅰ\"},{\"id\":2,\"name\":\"cloudbrain_two\",\"content\":\"鹏城云脑二号\",\"content_en\":\"Pencheng Cloudbrain Ⅱ\"},{\"id\":3,\"name\":\"beida\",\"content\":\"北大人工智能集群系统\",\"content_en\":\"Peking University AI Center\"},{\"id\":4,\"name\":\"hefei\",\"content\":\"合肥类脑智能开放平台\",\"content_en\":\"Hefei AI Center\"},{\"id\":5,\"name\":\"wuhan\",\"content\":\"武汉人工智能计算中心\",\"content_en\":\"Wuhan AI Center\"},{\"id\":6,\"name\":\"xian\",\"content\":\"西安未来人工智能计算中心\",\"content_en\":\"Xi'an AI Center\"},{\"id\":7,\"pclcci\":\"more\",\"content\":\"鹏城云计算所\",\"content_en\":\"Pengcheng Cloud Computing Institute\"},{\"id\":8,\"name\":\"xuchang\",\"content\":\"中原人工智能计算中心\",\"content_en\":\"Zhongyuan AI Center\"},{\"id\":9,\"name\":\"chengdu\",\"content\":\"成都人工智能计算中心\",\"content_en\":\"Chengdu AI Center\"},{\"id\":10,\"name\":\"more\",\"content\":\"横琴先进智能计算中心\",\"content_en\":\"Hengqin AI Center\"},{\"id\":11,\"name\":\"more\",\"content\":\"国家超级计算济南中心\",\"content_en\":\"HPC & AI Center\"}]}") + Grampus.UsageRateBeginTime = sec.Key("USAGE_RATE_BEGIN_TIME").MustString("2021-01-01 00:00:00") if Grampus.C2NetSequence != "" { if err := json.Unmarshal([]byte(Grampus.C2NetSequence), &C2NetInfos); err != nil { log.Error("Unmarshal(C2NetSequence) failed:%v", err) } - C2NetMapInfo=make(map[string]*C2NetSequenceInfo) - for _,value :=range C2NetInfos.C2NetSqInfo{ - C2NetMapInfo[value.Name]=value + C2NetMapInfo = make(map[string]*C2NetSequenceInfo) + for _, value := range C2NetInfos.C2NetSqInfo { + C2NetMapInfo[value.Name] = value + } + } + if Grampus.AiCenterCodeAndNameInfo != "" { + if err := json.Unmarshal([]byte(Grampus.AiCenterCodeAndNameInfo), &C2NetInfos); err != nil { + log.Error("Unmarshal(AiCenterCodeAndNameInfo) failed:%v", err) + } + AiCenterCodeAndNameMapInfo = make(map[string]*C2NetSequenceInfo) + for _, value := range C2NetInfos.C2NetSqInfo { + AiCenterCodeAndNameMapInfo[value.Name] = value } } Grampus.SyncScriptProject = sec.Key("SYNC_SCRIPT_PROJECT").MustString("script_for_grampus") diff --git a/modules/storage/minio.go b/modules/storage/minio.go index 47f70e12d..a1a6e131a 100755 --- a/modules/storage/minio.go +++ b/modules/storage/minio.go @@ -144,8 +144,8 @@ func (m *MinioStorage) HasObject(path string) (bool, error) { // Indicate to our routine to exit cleanly upon return. defer close(doneCh) - - objectCh := m.client.ListObjects(m.bucket, m.buildMinioPath(path), false, doneCh) + //objectCh := m.client.ListObjects(m.bucket, m.buildMinioPath(path), false, doneCh) + objectCh := m.client.ListObjects(m.bucket, path, false, doneCh) for object := range objectCh { if object.Err != nil { return hasObject, object.Err diff --git a/modules/storage/minio_ext.go b/modules/storage/minio_ext.go index 4b738c068..d4a8abba5 100755 --- a/modules/storage/minio_ext.go +++ b/modules/storage/minio_ext.go @@ -3,7 +3,6 @@ package storage import ( "encoding/xml" "errors" - "path" "sort" "strconv" "strings" @@ -101,7 +100,7 @@ func getClients() (*minio_ext.Client, *miniov6.Core, error) { return client, core, nil } -func GenMultiPartSignedUrl(uuid string, uploadId string, partNumber int, partSize int64) (string, error) { +func GenMultiPartSignedUrl(objectName string, uploadId string, partNumber int, partSize int64) (string, error) { minioClient, _, err := getClients() if err != nil { log.Error("getClients failed:", err.Error()) @@ -110,7 +109,7 @@ func GenMultiPartSignedUrl(uuid string, uploadId string, partNumber int, partSiz minio := setting.Attachment.Minio bucketName := minio.Bucket - objectName := strings.TrimPrefix(path.Join(minio.BasePath, path.Join(uuid[0:1], uuid[1:2], uuid)), "/") + //objectName := strings.TrimPrefix(path.Join(minio.BasePath, path.Join(uuid[0:1], uuid[1:2], uuid)), "/") return minioClient.GenUploadPartSignedUrl(uploadId, bucketName, objectName, partNumber, partSize, PresignedUploadPartUrlExpireTime, setting.Attachment.Minio.Location) } @@ -268,6 +267,23 @@ func MinioCopyFiles(bucketName string, srcPath string, destPath string, Files [] return fileTotalSize, nil } +func MinioCopyAFile(srcBucketName, srcObjectName, destBucketName, destObjectName string) (int64, error) { + _, core, err := getClients() + var fileTotalSize int64 + fileTotalSize = 0 + if err != nil { + log.Error("getClients failed:", err.Error()) + return fileTotalSize, err + } + meta, err := core.StatObject(srcBucketName, srcObjectName, miniov6.StatObjectOptions{}) + if err != nil { + log.Info("Get file error:" + err.Error()) + } + core.CopyObject(srcBucketName, srcObjectName, destBucketName, destObjectName, meta.UserMetadata) + fileTotalSize = meta.Size + return fileTotalSize, nil +} + func MinioPathCopy(bucketName string, srcPath string, destPath string) (int64, error) { _, core, err := getClients() var fileTotalSize int64 @@ -301,7 +317,7 @@ func MinioPathCopy(bucketName string, srcPath string, destPath string) (int64, e return fileTotalSize, nil } -func NewMultiPartUpload(uuid string) (string, error) { +func NewMultiPartUpload(objectName string) (string, error) { _, core, err := getClients() if err != nil { log.Error("getClients failed:", err.Error()) @@ -310,12 +326,12 @@ func NewMultiPartUpload(uuid string) (string, error) { minio := setting.Attachment.Minio bucketName := minio.Bucket - objectName := strings.TrimPrefix(path.Join(minio.BasePath, path.Join(uuid[0:1], uuid[1:2], uuid)), "/") + //objectName := strings.TrimPrefix(path.Join(minio.BasePath, path.Join(uuid[0:1], uuid[1:2], uuid)), "/") return core.NewMultipartUpload(bucketName, objectName, miniov6.PutObjectOptions{}) } -func CompleteMultiPartUpload(uuid string, uploadID string, totalChunks int) (string, error) { +func CompleteMultiPartUpload(objectName string, uploadID string, totalChunks int) (string, error) { client, core, err := getClients() if err != nil { log.Error("getClients failed:", err.Error()) @@ -324,8 +340,8 @@ func CompleteMultiPartUpload(uuid string, uploadID string, totalChunks int) (str minio := setting.Attachment.Minio bucketName := minio.Bucket - objectName := strings.TrimPrefix(path.Join(minio.BasePath, path.Join(uuid[0:1], uuid[1:2], uuid)), "/") - + //objectName := strings.TrimPrefix(path.Join(minio.BasePath, path.Join(uuid[0:1], uuid[1:2], uuid)), "/") + log.Info("bucketName=" + bucketName + " objectName=" + objectName + " uploadID=" + uploadID) partInfos, err := client.ListObjectParts(bucketName, objectName, uploadID) if err != nil { log.Error("ListObjectParts failed:", err.Error()) @@ -351,7 +367,7 @@ func CompleteMultiPartUpload(uuid string, uploadID string, totalChunks int) (str return core.CompleteMultipartUpload(bucketName, objectName, uploadID, complMultipartUpload.Parts) } -func GetPartInfos(uuid string, uploadID string) (string, error) { +func GetPartInfos(objectName string, uploadID string) (string, error) { minioClient, _, err := getClients() if err != nil { log.Error("getClients failed:", err.Error()) @@ -360,7 +376,7 @@ func GetPartInfos(uuid string, uploadID string) (string, error) { minio := setting.Attachment.Minio bucketName := minio.Bucket - objectName := strings.TrimPrefix(path.Join(minio.BasePath, path.Join(uuid[0:1], uuid[1:2], uuid)), "/") + //objectName := strings.TrimPrefix(path.Join(minio.BasePath, path.Join(uuid[0:1], uuid[1:2], uuid)), "/") partInfos, err := minioClient.ListObjectParts(bucketName, objectName, uploadID) if err != nil { diff --git a/modules/storage/obs.go b/modules/storage/obs.go index 57ef63029..83b03ed44 100755 --- a/modules/storage/obs.go +++ b/modules/storage/obs.go @@ -90,17 +90,16 @@ func listAllParts(uuid, uploadID, key string) (output *obs.ListPartsOutput, err } else { continue } - - break } return output, nil } -func GetObsPartInfos(uuid, uploadID, fileName string) (string, error) { - key := strings.TrimPrefix(path.Join(setting.BasePath, path.Join(uuid[0:1], uuid[1:2], uuid, fileName)), "/") +func GetObsPartInfos(objectName, uploadID string) (string, error) { + key := objectName + //strings.TrimPrefix(path.Join(setting.BasePath, path.Join(uuid[0:1], uuid[1:2], uuid, fileName)), "/") - allParts, err := listAllParts(uuid, uploadID, key) + allParts, err := listAllParts(objectName, uploadID, key) if err != nil { log.Error("listAllParts failed: %v", err) return "", err @@ -114,10 +113,11 @@ func GetObsPartInfos(uuid, uploadID, fileName string) (string, error) { return chunks, nil } -func NewObsMultiPartUpload(uuid, fileName string) (string, error) { +func NewObsMultiPartUpload(objectName string) (string, error) { input := &obs.InitiateMultipartUploadInput{} input.Bucket = setting.Bucket - input.Key = strings.TrimPrefix(path.Join(setting.BasePath, path.Join(uuid[0:1], uuid[1:2], uuid, fileName)), "/") + input.Key = objectName + //strings.TrimPrefix(path.Join(setting.BasePath, path.Join(uuid[0:1], uuid[1:2], uuid, fileName)), "/") output, err := ObsCli.InitiateMultipartUpload(input) if err != nil { @@ -128,13 +128,14 @@ func NewObsMultiPartUpload(uuid, fileName string) (string, error) { return output.UploadId, nil } -func CompleteObsMultiPartUpload(uuid, uploadID, fileName string, totalChunks int) error { +func CompleteObsMultiPartUpload(objectName, uploadID string, totalChunks int) error { input := &obs.CompleteMultipartUploadInput{} input.Bucket = setting.Bucket - input.Key = strings.TrimPrefix(path.Join(setting.BasePath, path.Join(uuid[0:1], uuid[1:2], uuid, fileName)), "/") + //input.Key = strings.TrimPrefix(path.Join(setting.BasePath, path.Join(uuid[0:1], uuid[1:2], uuid, fileName)), "/") + input.Key = objectName input.UploadId = uploadID - allParts, err := listAllParts(uuid, uploadID, input.Key) + allParts, err := listAllParts(objectName, uploadID, input.Key) if err != nil { log.Error("listAllParts failed: %v", err) return err @@ -153,15 +154,16 @@ func CompleteObsMultiPartUpload(uuid, uploadID, fileName string, totalChunks int return err } - log.Info("uuid:%s, RequestId:%s", uuid, output.RequestId) + log.Info("uuid:%s, RequestId:%s", objectName, output.RequestId) return nil } -func ObsMultiPartUpload(uuid string, uploadId string, partNumber int, fileName string, putBody io.ReadCloser) error { +func ObsMultiPartUpload(objectName string, uploadId string, partNumber int, fileName string, putBody io.ReadCloser) error { input := &obs.UploadPartInput{} input.Bucket = setting.Bucket - input.Key = strings.TrimPrefix(path.Join(setting.BasePath, path.Join(uuid[0:1], uuid[1:2], uuid, fileName)), "/") + input.Key = objectName + //strings.TrimPrefix(path.Join(setting.BasePath, path.Join(uuid[0:1], uuid[1:2], uuid, fileName)), "/") input.UploadId = uploadId input.PartNumber = partNumber input.Body = putBody @@ -241,11 +243,6 @@ func ObsDownloadAFile(bucket string, key string) (io.ReadCloser, error) { } } -func ObsDownload(uuid string, fileName string) (io.ReadCloser, error) { - - return ObsDownloadAFile(setting.Bucket, strings.TrimPrefix(path.Join(setting.BasePath, path.Join(uuid[0:1], uuid[1:2], uuid, fileName)), "/")) -} - func ObsModelDownload(JobName string, fileName string) (io.ReadCloser, error) { input := &obs.GetObjectInput{} input.Bucket = setting.Bucket @@ -297,7 +294,7 @@ func ObsCopyManyFile(srcBucket string, srcPath string, destBucket string, destPa log.Info("Get File error, error=" + err.Error()) continue } - obsCopyFile(srcBucket, srcKey, destBucket, destKey) + ObsCopyFile(srcBucket, srcKey, destBucket, destKey) fileTotalSize += out.ContentLength } @@ -321,7 +318,7 @@ func ObsCopyAllFile(srcBucket string, srcPath string, destBucket string, destPat index++ for _, val := range output.Contents { destKey := destPath + val.Key[length:] - obsCopyFile(srcBucket, val.Key, destBucket, destKey) + ObsCopyFile(srcBucket, val.Key, destBucket, destKey) fileTotalSize += val.Size } if output.IsTruncated { @@ -340,7 +337,7 @@ func ObsCopyAllFile(srcBucket string, srcPath string, destBucket string, destPat return fileTotalSize, nil } -func obsCopyFile(srcBucket string, srcKeyName string, destBucket string, destKeyName string) error { +func ObsCopyFile(srcBucket string, srcKeyName string, destBucket string, destKeyName string) error { input := &obs.CopyObjectInput{} input.Bucket = destBucket input.Key = destKeyName @@ -529,11 +526,12 @@ func GetObsListObject(jobName, outPutPath, parentDir, versionName string) ([]Fil } } -func ObsGenMultiPartSignedUrl(uuid string, uploadId string, partNumber int, fileName string) (string, error) { +func ObsGenMultiPartSignedUrl(objectName string, uploadId string, partNumber int) (string, error) { input := &obs.CreateSignedUrlInput{} input.Bucket = setting.Bucket - input.Key = strings.TrimPrefix(path.Join(setting.BasePath, path.Join(uuid[0:1], uuid[1:2], uuid, fileName)), "/") + input.Key = objectName + //strings.TrimPrefix(path.Join(setting.BasePath, path.Join(uuid[0:1], uuid[1:2], uuid, fileName)), "/") input.Expires = 60 * 60 input.Method = obs.HttpMethodPut @@ -581,10 +579,11 @@ func GetObsCreateSignedUrl(jobName, parentDir, fileName string) (string, error) return GetObsCreateSignedUrlByBucketAndKey(setting.Bucket, strings.TrimPrefix(path.Join(setting.TrainJobModelPath, jobName, setting.OutPutPath, parentDir, fileName), "/")) } -func ObsGetPreSignedUrl(uuid, fileName string) (string, error) { +func ObsGetPreSignedUrl(objectName, fileName string) (string, error) { input := &obs.CreateSignedUrlInput{} input.Method = obs.HttpMethodGet - input.Key = strings.TrimPrefix(path.Join(setting.BasePath, path.Join(uuid[0:1], uuid[1:2], uuid, fileName)), "/") + input.Key = objectName + //strings.TrimPrefix(path.Join(setting.BasePath, path.Join(uuid[0:1], uuid[1:2], uuid, fileName)), "/") input.Bucket = setting.Bucket input.Expires = 60 * 60 diff --git a/modules/structs/attachment.go b/modules/structs/attachment.go index 0f3c2ed6a..4a0f8feec 100755 --- a/modules/structs/attachment.go +++ b/modules/structs/attachment.go @@ -27,3 +27,48 @@ type Attachment struct { type EditAttachmentOptions struct { Name string `json:"name"` } + +type Dataset struct { + ID int64 `json:"id"` + Title string `json:"title"` + Status int32 `json:"status"` + Category string `json:"category"` + Description string `json:"description"` + DownloadTimes int64 `json:"downloadTimes"` + UseCount int64 `json:"useCount"` + NumStars int `json:"numStars"` + Recommend bool `json:"recommend"` + License string `json:"license"` + Task string `json:"task"` + ReleaseID int64 `json:"releaseId"` + UserID int64 `json:"userId"` + RepoID int64 `json:"repoId"` + Repo *RepositoryShow `json:"repo"` + CreatedUnix int64 `json:"createdUnix"` + UpdatedUnix int64 `json:"updatedUnix"` + + Attachments []*AttachmentShow `json:"attachments"` +} + +type RepositoryShow struct { + OwnerName string `json:"ownerName"` + Name string `json:"name"` +} + +type AttachmentShow struct { + ID int64 `json:"id"` + UUID string `json:"uuid"` + DatasetID int64 `json:"datasetId"` + ReleaseID int64 `json:"releaseId"` + UploaderID int64 `json:"uploaderId"` + CommentID int64 `json:"commentId"` + Name string `json:"name"` + Description string `json:"description"` + DownloadCount int64 `json:"downloadCount"` + UseNumber int64 `json:"useNumber"` + Size int64 `json:"size"` + IsPrivate bool `json:"isPrivate"` + DecompressState int32 `json:"decompressState"` + Type int `json:"type"` + CreatedUnix int64 `json:"createdUnix"` +} diff --git a/modules/structs/cloudbrain.go b/modules/structs/cloudbrain.go new file mode 100644 index 000000000..866c85dad --- /dev/null +++ b/modules/structs/cloudbrain.go @@ -0,0 +1,84 @@ +package structs + +type CreateGrampusTrainJobOption struct { + DisplayJobName string `json:"display_job_name" binding:"Required"` + JobName string `json:"job_name" binding:"Required" ` + Attachment string `json:"attachment" binding:"Required"` + BootFile string `json:"boot_file" binding:"Required"` + ImageID string `json:"image_id" binding:"Required"` + Params string `json:"run_para_list" binding:"Required"` + Description string `json:"description"` + BranchName string `json:"branch_name" binding:"Required"` + EngineName string `json:"engine_name" binding:"Required"` + WorkServerNumber int `json:"work_server_number" binding:"Required"` + Image string `json:"image" binding:"Required"` + DatasetName string `json:"dataset_name" binding:"Required"` + ModelName string `json:"model_name"` + ModelVersion string `json:"model_version"` + CkptName string `json:"ckpt_name"` + LabelName string `json:"label_names"` + PreTrainModelUrl string `json:"pre_train_model_url"` + SpecId int64 `json:"spec_id" binding:"Required"` +} + +type CreateTrainJobOption struct { + Type int `json:"type"` + DisplayJobName string `json:"display_job_name" binding:"Required"` + ImageID string `json:"image_id"` + Image string `json:"image" binding:"Required"` + Attachment string `json:"attachment" binding:"Required"` + DatasetName string `json:"dataset_name" binding:"Required"` + Description string `json:"description" ` + BootFile string `json:"boot_file" binding:"Required"` + BranchName string `json:"branch_name" binding:"Required"` + Params string `json:"run_para_list" binding:"Required"` + WorkServerNumber int `json:"work_server_number"` + ModelName string `json:"model_name"` + ModelVersion string `json:"model_version"` + CkptName string `json:"ckpt_name"` + LabelName string `json:"label_names"` + PreTrainModelUrl string `json:"pre_train_model_url"` + SpecId int64 `json:"spec_id" binding:"Required"` +} + +type Cloudbrain struct { + ID int64 `json:"id"` + JobID string `json:"job_id"` + JobType string `json:"job_type"` + Type int `json:"type"` + DisplayJobName string `json:"display_job_name"` + Status string `json:"status"` + CreatedUnix int64 `json:"created_unix"` + RepoID int64 `json:"repo_id"` + Duration int64 `json:"duration"` //运行时长 单位秒 + TrainJobDuration string `json:"train_job_duration"` + ImageID string `json:"image_id"` //grampus image_id + Image string `json:"image"` + Uuid string `json:"uuid"` //数据集id + DatasetName string `json:"dataset_name"` + ComputeResource string `json:"compute_resource"` //计算资源，例如npu + AiCenter string `json:"ai_center"` //grampus ai center: center_id+center_name + BranchName string `json:"branch_name"` //分支名称 + Parameters string `json:"parameters"` //传给modelarts的param参数 + BootFile string `json:"boot_file"` //启动文件 + Description string `json:"description"` //描述 + ModelName string `json:"model_name"` //模型名称 + ModelVersion string `json:"model_version"` //模型版本 + CkptName string `json:"ckpt_name"` //权重文件名称 + StartTime int64 `json:"start_time"` + EndTime int64 `json:"end_time"` + + Spec *SpecificationShow `json:"spec"` +} + +type SpecificationShow struct { + ID int64 `json:"id"` + AccCardsNum int `json:"acc_cards_num"` + AccCardType string `json:"acc_card_type"` + CpuCores int `json:"cpu_cores"` + MemGiB float32 `json:"mem_gi_b"` + GPUMemGiB float32 `json:"gpu_mem_gi_b"` + ShareMemGiB float32 `json:"share_mem_gi_b"` + ComputeResource string `json:"compute_resource"` + UnitPrice int `json:"unit_price"` +} diff --git a/modules/structs/tagger.go b/modules/structs/tagger.go new file mode 100644 index 000000000..8933c8c5c --- /dev/null +++ b/modules/structs/tagger.go @@ -0,0 +1,7 @@ +package structs + +type Tagger struct { + Name string `json:"name"` + Email string `json:"email"` + RelAvatarURL string `json:"relAvatarURL"` +} diff --git a/options/locale/locale_en-US.ini b/options/locale/locale_en-US.ini index 955690800..9a16ae0ff 100755 --- a/options/locale/locale_en-US.ini +++ b/options/locale/locale_en-US.ini @@ -617,6 +617,7 @@ organization = Organizations uid = Uid u2f = Security Keys bind_wechat = Bind WeChat +no_wechat_bind = Can not do the operation, please bind WeChat first. wechat_bind = WeChat Binding bind_account_information = Bind account information bind_time = Bind Time @@ -1036,6 +1037,7 @@ cloudbrain.time.starttime=Start run time cloudbrain.time.endtime=End run time cloudbrain.datasetdownload=Dataset download url model_manager = Model +model_experience = Model Experience model_noright=You have no right to do the operation. model_rename=Duplicate model name, please modify model name. @@ -1266,12 +1268,14 @@ model.manage.model_accuracy = Model Accuracy model.convert=Model Transformation model.list=Model List model.manage.create_new_convert_task=Create Model Transformation Task - +model.manage.import_local_model=Import Local Model +model.manage.import_online_model=Import Online Model model.manage.notcreatemodel=No model has been created model.manage.init1=Code version: You have not initialized the code repository, please model.manage.init2=initialized first ; model.manage.createtrainjob_tip=Training task: you haven't created a training task, please create it first -model.manage.createtrainjob=Training task. +model.manage.createmodel_tip=You can import local model or online model. Import online model should +model.manage.createtrainjob=Create training task. model.manage.delete=Delete Model model.manage.delete_confirm=Are you sure to delete this model? Once this model is deleted, it cannot be restored. model.manage.select.trainjob=Select train task diff --git a/options/locale/locale_zh-CN.ini b/options/locale/locale_zh-CN.ini index 63ff87345..ce179949a 100755 --- a/options/locale/locale_zh-CN.ini +++ b/options/locale/locale_zh-CN.ini @@ -622,6 +622,7 @@ organization=组织 uid=用户 ID u2f=安全密钥 wechat_bind = 微信绑定 +no_wechat_bind = 不能创建任务，请先绑定微信。 bind_wechat = 绑定微信 bind_account_information = 绑定账号信息 bind_time = 绑定时间 @@ -1036,6 +1037,7 @@ datasets.desc=数据集功能 cloudbrain_helper=使用GPU/NPU资源，开启Notebook、模型训练任务等 model_manager = 模型 +model_experience = 模型体验 model_noright=您没有操作权限。 model_rename=模型名称重复，请修改模型名称 @@ -1281,12 +1283,14 @@ model.manage.model_accuracy = 模型精度 model.convert=模型转换任务 model.list=模型列表 model.manage.create_new_convert_task=创建模型转换任务 - +model.manage.import_local_model=导入本地模型 +model.manage.import_online_model=导入线上模型 model.manage.notcreatemodel=未创建过模型 model.manage.init1=代码版本：您还没有初始化代码仓库，请先 model.manage.init2=创建代码版本； model.manage.createtrainjob_tip=训练任务：您还没创建过训练任务，请先创建 -model.manage.createtrainjob=训练任务。 +model.manage.createmodel_tip=您可以导入本地模型或者导入线上模型。导入线上模型需先 +model.manage.createtrainjob=创建训练任务。 model.manage.delete=删除模型 model.manage.delete_confirm=你确认删除该模型么？此模型一旦删除不可恢复。 model.manage.select.trainjob=选择训练任务 diff --git a/package-lock.json b/package-lock.json index 192f3f342..7dc42d04c 100644 --- a/package-lock.json +++ b/package-lock.json @@ -1,19327 +1,6 @@ { - 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"dev": true, - "requires": {} + "dev": true }, "postcss-unique-selectors": { "version": "4.0.1", @@ -30595,8 +11269,7 @@ "react-immutable-proptypes": { "version": "2.1.0", "resolved": "https://registry.npmjs.org/react-immutable-proptypes/-/react-immutable-proptypes-2.1.0.tgz", - "integrity": "sha1-Aj1vObsVyXwHHp5g0A0TbqxfoLQ=", - "requires": {} + "integrity": "sha1-Aj1vObsVyXwHHp5g0A0TbqxfoLQ=" }, "react-immutable-pure-component": { "version": "1.2.3", @@ -31966,14 +12639,6 @@ "resolved": "https://registry.npmjs.org/strict-uri-encode/-/strict-uri-encode-1.1.0.tgz", "integrity": "sha1-J5siXfHVgrH1TmWt3UNS4Y+qBxM=" }, - "string_decoder": { - "version": "1.1.1", - "resolved": "https://registry.npmjs.org/string_decoder/-/string_decoder-1.1.1.tgz", - "integrity": "sha512-n/ShnvDi6FHbbVfviro+WojiFzv+s8MPMHBczVePfUpDJLwoLT0ht1l4YwBCbi8pJAveEEdnkHyPyTP/mzRfwg==", - "requires": { - "safe-buffer": "~5.1.0" - } - }, "string-width": { "version": "1.0.2", "resolved": "https://registry.npmjs.org/string-width/-/string-width-1.0.2.tgz", @@ -32022,6 +12687,14 @@ "es-abstract": "^1.17.5" } }, + "string_decoder": { + "version": "1.1.1", + "resolved": "https://registry.npmjs.org/string_decoder/-/string_decoder-1.1.1.tgz", + "integrity": "sha512-n/ShnvDi6FHbbVfviro+WojiFzv+s8MPMHBczVePfUpDJLwoLT0ht1l4YwBCbi8pJAveEEdnkHyPyTP/mzRfwg==", + "requires": { + "safe-buffer": "~5.1.0" + } + }, "stringify-entities": { "version": "3.0.1", "resolved": "https://registry.npmjs.org/stringify-entities/-/stringify-entities-3.0.1.tgz", @@ -32389,8 +13062,7 @@ "version": "3.0.0", "resolved": "https://registry.npmjs.org/stylelint-config-recommended/-/stylelint-config-recommended-3.0.0.tgz", "integrity": "sha512-F6yTRuc06xr1h5Qw/ykb2LuFynJ2IxkKfCMf+1xqPffkxh0S09Zc902XCffcsw/XMFq/OzQ1w54fLIDtmRNHnQ==", - "dev": true, - "requires": {} + "dev": true }, "stylelint-config-standard": { "version": "20.0.0", @@ -34069,8 +14741,7 @@ "vue-resize": { "version": "0.4.5", "resolved": "https://registry.npmjs.org/vue-resize/-/vue-resize-0.4.5.tgz", - "integrity": "sha512-bhP7MlgJQ8TIkZJXAfDf78uJO+mEI3CaLABLjv0WNzr4CcGRGPIAItyWYnP6LsPA4Oq0WE+suidNs6dgpO4RHg==", - "requires": {} + "integrity": "sha512-bhP7MlgJQ8TIkZJXAfDf78uJO+mEI3CaLABLjv0WNzr4CcGRGPIAItyWYnP6LsPA4Oq0WE+suidNs6dgpO4RHg==" }, "vue-router": { "version": "3.3.4", diff --git a/routers/admin/cloudbrains.go b/routers/admin/cloudbrains.go index cbf6782ed..91685251b 100755 --- a/routers/admin/cloudbrains.go +++ b/routers/admin/cloudbrains.go @@ -17,6 +17,7 @@ import ( "code.gitea.io/gitea/modules/context" "code.gitea.io/gitea/modules/log" "code.gitea.io/gitea/modules/setting" + cloudbrainService "code.gitea.io/gitea/services/cloudbrain" ) const ( @@ -95,6 +96,8 @@ func CloudBrains(ctx *context.Context) { models.LoadSpecs4CloudbrainInfo(ciTasks) for i, task := range ciTasks { + ciTasks[i] = cloudbrainService.UpdateCloudbrainAiCenter(ciTasks[i]) + ciTasks[i].Cloudbrain.AiCenter = repo.GetAiCenterNameByCode(ciTasks[i].Cloudbrain.AiCenter, ctx.Language()) ciTasks[i].CanDebug = true ciTasks[i].CanDel = true ciTasks[i].Cloudbrain.ComputeResource = task.ComputeResource @@ -186,7 +189,8 @@ func DownloadCloudBrains(ctx *context.Context) { } models.LoadSpecs4CloudbrainInfo(pageRecords) for _, record := range pageRecords { - + record = cloudbrainService.UpdateCloudbrainAiCenter(record) + record.Cloudbrain.AiCenter = repo.GetAiCenterNameByCode(record.Cloudbrain.AiCenter, ctx.Language()) for k, v := range allValues(row, record, ctx) { f.SetCellValue(cloudBrain, k, v) } @@ -208,7 +212,7 @@ func allValues(row int, rs *models.CloudbrainInfo, ctx *context.Context) map[str return map[string]string{getCellName("A", row): rs.DisplayJobName, getCellName("B", row): repo.GetCloudbrainCluster(rs.Cloudbrain, ctx), getCellName("C", row): rs.JobType, getCellName("D", row): rs.Status, getCellName("E", row): time.Unix(int64(rs.Cloudbrain.CreatedUnix), 0).Format(CREATE_TIME_FORMAT), getCellName("F", row): getDurationTime(rs), getCellName("G", row): rs.ComputeResource, - getCellName("H", row): repo.GetCloudbrainAiCenter(rs.Cloudbrain, ctx), getCellName("I", row): getCloudbrainCardType(rs), + getCellName("H", row): rs.Cloudbrain.AiCenter, getCellName("I", row): getCloudbrainCardType(rs), getCellName("J", row): rs.Name, getCellName("K", row): getRepoPathName(rs), getCellName("L", row): rs.JobName, } } diff --git a/routers/admin/resources.go b/routers/admin/resources.go index 1d3870a14..feea7b69b 100644 --- a/routers/admin/resources.go +++ b/routers/admin/resources.go @@ -127,6 +127,7 @@ func GetResourceSpecificationList(ctx *context.Context) { Status: status, Cluster: cluster, AvailableCode: available, + OrderBy: models.SearchSpecOrderById, }) if err != nil { log.Error("GetResourceSpecificationList error.%v", err) @@ -136,6 +137,26 @@ func GetResourceSpecificationList(ctx *context.Context) { ctx.JSON(http.StatusOK, response.SuccessWithData(list)) } +func GetAllResourceSpecificationList(ctx *context.Context) { + queue := ctx.QueryInt64("queue") + status := ctx.QueryInt("status") + cluster := ctx.Query("cluster") + available := ctx.QueryInt("available") + list, err := resource.GetAllDistinctResourceSpecification(models.SearchResourceSpecificationOptions{ + QueueId: queue, + Status: status, + Cluster: cluster, + AvailableCode: available, + }) + if err != nil { + log.Error("GetResourceSpecificationList error.%v", err) + ctx.JSON(http.StatusOK, response.ServerError(err.Error())) + return + } + + ctx.JSON(http.StatusOK, response.SuccessWithData(list)) +} + func GetResourceSpecificationScenes(ctx *context.Context) { specId := ctx.ParamsInt64(":id") list, err := resource.GetResourceSpecificationScenes(specId) @@ -182,7 +203,7 @@ func UpdateResourceSpecification(ctx *context.Context, req models.ResourceSpecif if err != nil { log.Error("UpdateResourceSpecification error. %v", err) - ctx.JSON(http.StatusOK, response.ResponseError(err)) + ctx.JSON(http.StatusOK, response.ResponseBizError(err)) return } ctx.JSON(http.StatusOK, response.Success()) diff --git a/routers/api/v1/api.go b/routers/api/v1/api.go index 69de79c10..2afbb9b7d 100755 --- a/routers/api/v1/api.go +++ b/routers/api/v1/api.go @@ -242,6 +242,15 @@ func reqRepoWriter(unitTypes ...models.UnitType) macaron.Handler { } } +func reqWeChat() macaron.Handler { + return func(ctx *context.Context) { + if setting.WechatAuthSwitch && ctx.User.WechatOpenId == "" { + ctx.JSON(http.StatusForbidden, models.BaseErrorMessageApi("settings.no_wechat_bind")) + return + } + } +} + // reqRepoReader user should have specific read permission or be a repo admin or a site admin func reqRepoReader(unitType models.UnitType) macaron.Handler { return func(ctx *context.Context) { @@ -517,6 +526,25 @@ func RegisterRoutes(m *macaron.Macaron) { m.Post("/markdown", bind(api.MarkdownOption{}), misc.Markdown) m.Post("/markdown/raw", misc.MarkdownRaw) + m.Group("/images", func() { + + m.Get("/public", repo.GetPublicImages) + m.Get("/custom", repo.GetCustomImages) + m.Get("/star", repo.GetStarImages) + m.Get("/npu", repo.GetNpuImages) + + }, reqToken()) + + m.Group("/attachments", func() { + + m.Get("/:uuid", repo.GetAttachment) + m.Get("/get_chunks", repo.GetSuccessChunks) + m.Get("/new_multipart", repo.NewMultipart) + m.Get("/get_multipart_url", repo.GetMultipartUploadUrl) + m.Post("/complete_multipart", repo.CompleteMultipart) + + }, reqToken()) + // Notifications m.Group("/notifications", func() { m.Combo(""). @@ -603,6 +631,7 @@ func RegisterRoutes(m *macaron.Macaron) { m.Get("/overview_resource", repo.GetCloudbrainResourceOverview) m.Get("/resource_usage_statistic", repo.GetDurationRateStatistic) m.Get("/resource_usage_rate_detail", repo.GetCloudbrainResourceUsageDetail) + m.Get("/resource_queues", repo.GetResourceQueues) m.Get("/apitest_for_statistic", repo.CloudbrainDurationStatisticForTest) }) }, operationReq) @@ -701,6 +730,13 @@ func RegisterRoutes(m *macaron.Macaron) { m.Combo("/repositories/:id", reqToken()).Get(repo.GetByID) + m.Group("/datasets/:username/:reponame", func() { + m.Get("/current_repo", repo.CurrentRepoDatasetMultiple) + m.Get("/my_datasets", repo.MyDatasetsMultiple) + m.Get("/public_datasets", repo.PublicDatasetMultiple) + m.Get("/my_favorite", repo.MyFavoriteDatasetMultiple) + }, reqToken(), repoAssignment()) + m.Group("/repos", func() { m.Get("/search", repo.Search) @@ -709,7 +745,13 @@ func RegisterRoutes(m *macaron.Macaron) { m.Post("/migrate", reqToken(), bind(auth.MigrateRepoForm{}), repo.Migrate) m.Post("/migrate/submit", reqToken(), bind(auth.MigrateRepoForm{}), repo.MigrateSubmit) + m.Group("/specification", func() { + m.Get("", repo.GetResourceSpec) + }, reqToken()) + m.Group("/:username/:reponame", func() { + m.Get("/right", reqToken(), repo.GetRight) + m.Get("/tagger", reqToken(), repo.ListTagger) m.Combo("").Get(reqAnyRepoReader(), repo.Get). Delete(reqToken(), reqOwner(), repo.Delete). Patch(reqToken(), reqAdmin(), bind(api.EditRepoOption{}), context.RepoRef(), repo.Edit) @@ -938,21 +980,41 @@ func RegisterRoutes(m *macaron.Macaron) { m.Get("/:id/log", repo.CloudbrainGetLog) m.Get("/:id/download_log_file", repo.CloudbrainDownloadLogFile) m.Group("/train-job", func() { + + m.Post("/create", reqToken(), reqRepoWriter(models.UnitTypeCloudBrain), reqWeChat(), context.ReferencesGitRepo(false), bind(api.CreateTrainJobOption{}), repo.CreateCloudBrain) + m.Group("/:jobid", func() { m.Get("", repo.GetModelArtsTrainJobVersion) + m.Get("/detail", reqToken(), reqRepoReader(models.UnitTypeCloudBrain), repo.CloudBrainShow) m.Get("/model_list", repo.CloudBrainModelList) m.Post("/stop_version", cloudbrain.AdminOrOwnerOrJobCreaterRightForTrain, repo_ext.CloudBrainStop) }) }) m.Group("/inference-job", func() { + m.Post("/create", reqToken(), reqRepoWriter(models.UnitTypeCloudBrain), reqWeChat(), bind(api.CreateTrainJobOption{}), context.ReferencesGitRepo(false), repo.CreateCloudBrainInferenceTask) + m.Group("/:jobid", func() { m.Get("", repo.GetCloudBrainInferenceJob) + m.Get("/detail", reqToken(), reqRepoReader(models.UnitTypeCloudBrain), repo.CloudBrainShow) + m.Post("/del", cloudbrain.AdminOrOwnerOrJobCreaterRightForTrain, repo.DelCloudBrainJob) m.Get("/result_list", repo.InferencJobResultList) }) }) }, reqRepoReader(models.UnitTypeCloudBrain)) m.Group("/modelmanage", func() { + m.Post("/create_new_model", repo.CreateNewModel) + m.Get("/show_model_api", repo.ShowModelManageApi) + m.Delete("/delete_model", repo.DeleteModel) + m.Get("/downloadall", repo.DownloadModel) + m.Get("/query_model_byId", repo.QueryModelById) + m.Get("/query_model_for_predict", repo.QueryModelListForPredict) + m.Get("/query_modelfile_for_predict", repo.QueryModelFileForPredict) + m.Get("/query_train_model", repo.QueryTrainModelList) + m.Post("/create_model_convert", repo.CreateModelConvert) + m.Get("/show_model_convert_page", repo.ShowModelConvertPage) + m.Get("/query_model_convert_byId", repo.QueryModelConvertById) + m.Get("/:id", repo.GetCloudbrainModelConvertTask) m.Get("/:id/log", repo.CloudbrainForModelConvertGetLog) m.Get("/:id/modelartlog", repo.TrainJobForModelConvertGetLog) @@ -989,6 +1051,7 @@ func RegisterRoutes(m *macaron.Macaron) { m.Get("", repo.GetModelArtsTrainJobVersion) m.Post("/stop_version", cloudbrain.AdminOrOwnerOrJobCreaterRightForTrain, repo_ext.GrampusStopJob) m.Get("/log", repo_ext.GrampusGetLog) + m.Get("/metrics", repo_ext.GrampusMetrics) m.Get("/download_log", cloudbrain.AdminOrJobCreaterRightForTrain, repo_ext.GrampusDownloadLog) }) }) diff --git a/routers/api/v1/repo/attachments.go b/routers/api/v1/repo/attachments.go new file mode 100644 index 000000000..cb36ba2ee --- /dev/null +++ b/routers/api/v1/repo/attachments.go @@ -0,0 +1,25 @@ +package repo + +import ( + "code.gitea.io/gitea/modules/context" + routeRepo "code.gitea.io/gitea/routers/repo" +) + +func GetSuccessChunks(ctx *context.APIContext) { + routeRepo.GetSuccessChunks(ctx.Context) +} + +func NewMultipart(ctx *context.APIContext) { + routeRepo.NewMultipart(ctx.Context) +} +func GetMultipartUploadUrl(ctx *context.APIContext) { + routeRepo.GetMultipartUploadUrl(ctx.Context) +} + +func CompleteMultipart(ctx *context.APIContext) { + routeRepo.CompleteMultipart(ctx.Context) + +} +func GetAttachment(ctx *context.APIContext) { + routeRepo.GetAttachment(ctx.Context) +} diff --git a/routers/api/v1/repo/cloudbrain.go b/routers/api/v1/repo/cloudbrain.go index 2303ec7ee..68baf3287 100755 --- a/routers/api/v1/repo/cloudbrain.go +++ b/routers/api/v1/repo/cloudbrain.go @@ -16,6 +16,14 @@ import ( "strings" "time" + cloudbrainService "code.gitea.io/gitea/services/cloudbrain" + + "code.gitea.io/gitea/modules/convert" + + "code.gitea.io/gitea/services/cloudbrain/cloudbrainTask" + + api "code.gitea.io/gitea/modules/structs" + "code.gitea.io/gitea/modules/notification" "code.gitea.io/gitea/modules/setting" @@ -29,6 +37,77 @@ import ( routerRepo "code.gitea.io/gitea/routers/repo" ) +func CloudBrainShow(ctx *context.APIContext) { + + task, err := models.GetCloudbrainByJobID(ctx.Params(":jobid")) + + if err != nil { + log.Info("error:" + err.Error()) + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi("repo.cloudbrain_query_fail")) + return + } + cloudbrainTask.PrepareSpec4Show(task) + task.ContainerIp = "" + if cloudbrainTask.IsTaskNotStop(task) { + cloudbrainTask.SyncTaskStatus(task) + } + + if task.TrainJobDuration == "" { + if task.Duration == 0 { + var duration int64 + if task.Status == string(models.JobWaiting) { + duration = 0 + } else if task.Status == string(models.JobRunning) { + duration = time.Now().Unix() - int64(task.CreatedUnix) + } else { + duration = int64(task.UpdatedUnix) - int64(task.CreatedUnix) + } + task.Duration = duration + } + task.TrainJobDuration = models.ConvertDurationToStr(task.Duration) + } + //to unify image output + if task.Type == models.TypeCloudBrainTwo || task.Type == models.TypeCDCenter { + task.ImageID = strconv.FormatInt(task.EngineID, 10) + task.Image = task.EngineName + + } else if task.Type == models.TypeC2Net { + task.Image = task.EngineName + } + task.AiCenter = cloudbrainService.GetAiCenterShow(task.AiCenter, ctx.Context) + + ctx.JSON(http.StatusOK, models.BaseMessageWithDataApi{Code: 0, Message: "", Data: convert.ToCloudBrain(task)}) + +} + +func CreateCloudBrain(ctx *context.APIContext, option api.CreateTrainJobOption) { + if option.Type == cloudbrainTask.TaskTypeCloudbrainOne { + cloudbrainTask.CloudbrainOneTrainJobCreate(ctx.Context, option) + } + if option.Type == cloudbrainTask.TaskTypeModelArts { + cloudbrainTask.ModelArtsTrainJobNpuCreate(ctx.Context, option) + } + + if option.Type == cloudbrainTask.TaskTypeGrampusGPU { + cloudbrainTask.GrampusTrainJobGpuCreate(ctx.Context, option) + } + if option.Type == cloudbrainTask.TaskTypeGrampusNPU { + cloudbrainTask.GrampusTrainJobNpuCreate(ctx.Context, option) + } + +} + +func CreateCloudBrainInferenceTask(ctx *context.APIContext, option api.CreateTrainJobOption) { + + if option.Type == 0 { + cloudbrainTask.CloudBrainInferenceJobCreate(ctx.Context, option) + } + if option.Type == 1 { + cloudbrainTask.ModelArtsInferenceJobCreate(ctx.Context, option) + } + +} + // cloudbrain get job task by jobid func GetCloudbrainTask(ctx *context.APIContext) { // swagger:operation GET /repos/{owner}/{repo}/cloudbrain/{jobid} cloudbrain jobTask @@ -81,47 +160,22 @@ func GetCloudbrainTask(ctx *context.APIContext) { "JobDuration": job.TrainJobDuration, }) } else { - jobResult, err := cloudbrain.GetJob(job.JobID) - if err != nil { - ctx.NotFound(err) - log.Error("GetJob failed:", err) - return - } - result, _ := models.ConvertToJobResultPayload(jobResult.Payload) + jobAfter, err := cloudbrainTask.SyncCloudBrainOneStatus(job) + if err != nil { ctx.NotFound(err) - log.Error("ConvertToJobResultPayload failed:", err) + log.Error("Sync cloud brain one status failed:", err) return } - oldStatus := job.Status - job.Status = result.JobStatus.State - taskRoles := result.TaskRoles - taskRes, _ := models.ConvertToTaskPod(taskRoles[cloudbrain.SubTaskName].(map[string]interface{})) - if result.JobStatus.State != string(models.JobWaiting) && result.JobStatus.State != string(models.JobFailed) { - job.ContainerIp = taskRes.TaskStatuses[0].ContainerIP - job.ContainerID = taskRes.TaskStatuses[0].ContainerID - job.Status = taskRes.TaskStatuses[0].State - } - - if result.JobStatus.State != string(models.JobWaiting) { - models.ParseAndSetDurationFromCloudBrainOne(result, job) - if oldStatus != job.Status { - notification.NotifyChangeCloudbrainStatus(job, oldStatus) - } - err = models.UpdateJob(job) - if err != nil { - log.Error("UpdateJob failed:", err) - } - } ctx.JSON(http.StatusOK, map[string]interface{}{ "ID": ID, - "JobName": result.Config.JobName, - "JobStatus": result.JobStatus.State, - "SubState": result.JobStatus.SubState, - "CreatedTime": time.Unix(result.JobStatus.CreatedTime/1000, 0).Format("2006-01-02 15:04:05"), - "CompletedTime": time.Unix(result.JobStatus.CompletedTime/1000, 0).Format("2006-01-02 15:04:05"), - "JobDuration": job.TrainJobDuration, + "JobName": jobAfter.JobName, + "JobStatus": jobAfter.Status, + "SubState": "", + "CreatedTime": jobAfter.CreatedUnix.Format("2006-01-02 15:04:05"), + "CompletedTime": jobAfter.UpdatedUnix.Format("2006-01-02 15:04:05"), + "JobDuration": jobAfter.TrainJobDuration, }) } } @@ -542,12 +596,24 @@ func CloudbrainGetLog(ctx *context.APIContext) { existStr = taskRes.TaskStatuses[0].ExitDiagnostics } ctx.Data["existStr"] = existStr - log.Info("existStr=" + existStr) } else { ModelSafetyGetLog(ctx) return } + } + if job.JobType == string(models.JobTypeTrain) || job.JobType == string(models.JobTypeInference) { + if job.Type == models.TypeCloudBrainOne { + result, err := cloudbrain.GetJob(job.JobID) + existStr := "" + if err == nil && result != nil { + jobRes, _ := models.ConvertToJobResultPayload(result.Payload) + taskRoles := jobRes.TaskRoles + taskRes, _ := models.ConvertToTaskPod(taskRoles[cloudbrain.SubTaskName].(map[string]interface{})) + existStr = taskRes.TaskStatuses[0].ExitDiagnostics + } + ctx.Data["existStr"] = existStr + } } lines := ctx.QueryInt("lines") @@ -580,7 +646,7 @@ func CloudbrainGetLog(ctx *context.APIContext) { endLine += 1 } } - + result = getLogFromModelDir(job.JobName, startLine, endLine, resultPath) if result == nil { log.Error("GetJobLog failed: %v", err, ctx.Data["MsgID"]) @@ -592,17 +658,25 @@ func CloudbrainGetLog(ctx *context.APIContext) { if result["Content"] != nil { content = result["Content"].(string) } + if ctx.Data["existStr"] != nil && result["Lines"].(int) < 50 { content = content + ctx.Data["existStr"].(string) } + + logFileName := result["FileName"] + + //Logs can only be downloaded if the file exists + //and the current user is an administrator or the creator of the task + canLogDownload := logFileName != nil && logFileName != "" && job.IsUserHasRight(ctx.User) + re := map[string]interface{}{ "JobID": ID, - "LogFileName": result["FileName"], + "LogFileName": logFileName, "StartLine": result["StartLine"], "EndLine": result["EndLine"], "Content": content, "Lines": result["Lines"], - "CanLogDownload": result["FileName"] != "", + "CanLogDownload": canLogDownload, "StartTime": job.StartTime, } //result := CloudbrainGetLogByJobId(job.JobID, job.JobName) diff --git a/routers/api/v1/repo/cloudbrain_dashboard.go b/routers/api/v1/repo/cloudbrain_dashboard.go index d1ccf1bf5..446522fc2 100755 --- a/routers/api/v1/repo/cloudbrain_dashboard.go +++ b/routers/api/v1/repo/cloudbrain_dashboard.go @@ -12,6 +12,8 @@ import ( "code.gitea.io/gitea/modules/context" "code.gitea.io/gitea/modules/log" "code.gitea.io/gitea/routers/repo" + cloudbrainService "code.gitea.io/gitea/services/cloudbrain" + "code.gitea.io/gitea/services/cloudbrain/resource" "github.com/360EntSecGroup-Skylar/excelize/v2" ) @@ -121,8 +123,8 @@ func GetOverviewDuration(ctx *context.Context) { recordBeginTime := recordCloudbrain[0].Cloudbrain.CreatedUnix now := time.Now() endTime := now - worker_server_num := 1 - cardNum := 1 + // worker_server_num := 1 + // cardNum := 1 durationAllSum := int64(0) cardDuSum := int64(0) @@ -148,34 +150,40 @@ func GetOverviewDuration(ctx *context.Context) { models.LoadSpecs4CloudbrainInfo(cloudbrains) for _, cloudbrain := range cloudbrains { - if cloudbrain.Cloudbrain.WorkServerNumber >= 1 { - worker_server_num = cloudbrain.Cloudbrain.WorkServerNumber - } else { - worker_server_num = 1 - } - if cloudbrain.Cloudbrain.Spec == nil { - cardNum = 1 - } else { - cardNum = cloudbrain.Cloudbrain.Spec.AccCardsNum - } - duration := cloudbrain.Duration - durationSum := cloudbrain.Duration * int64(worker_server_num) * int64(cardNum) + cloudbrain = cloudbrainService.UpdateCloudbrainAiCenter(cloudbrain) + CardDurationString := repo.GetCloudbrainCardDuration(cloudbrain.Cloudbrain) + CardDuration := models.ConvertStrToDuration(CardDurationString) + // if cloudbrain.Cloudbrain.WorkServerNumber >= 1 { + // worker_server_num = cloudbrain.Cloudbrain.WorkServerNumber + // } else { + // worker_server_num = 1 + // } + // if cloudbrain.Cloudbrain.Spec == nil { + // cardNum = 1 + // } else { + // cardNum = cloudbrain.Cloudbrain.Spec.AccCardsNum + // } + // duration := cloudbrain.Duration + // duration := cloudbrain.Duration + duration := models.ConvertStrToDuration(cloudbrain.TrainJobDuration) + // CardDuration := cloudbrain.Duration * int64(worker_server_num) * int64(cardNum) + if cloudbrain.Cloudbrain.Type == models.TypeCloudBrainOne { cloudBrainOneDuration += duration - cloudBrainOneCardDuSum += durationSum + cloudBrainOneCardDuSum += CardDuration } else if cloudbrain.Cloudbrain.Type == models.TypeCloudBrainTwo { cloudBrainTwoDuration += duration - cloudBrainTwoCardDuSum += durationSum + cloudBrainTwoCardDuSum += CardDuration } else if cloudbrain.Cloudbrain.Type == models.TypeC2Net { c2NetDuration += duration - c2NetCardDuSum += durationSum + c2NetCardDuSum += CardDuration } else if cloudbrain.Cloudbrain.Type == models.TypeCDCenter { cDCenterDuration += duration - cDNetCardDuSum += durationSum + cDNetCardDuSum += CardDuration } durationAllSum += duration - cardDuSum += durationSum + cardDuSum += CardDuration } ctx.JSON(http.StatusOK, map[string]interface{}{ "cloudBrainOneCardDuSum": cloudBrainOneCardDuSum, @@ -192,6 +200,28 @@ func GetOverviewDuration(ctx *context.Context) { }) } +func GetCloudbrainCardDuration(task models.Cloudbrain) string { + cardNum := int(0) + spec, err := resource.GetCloudbrainSpec(task.ID) + if err != nil { + log.Info("error:" + err.Error()) + return "" + } + if spec != nil { + cardNum = spec.AccCardsNum + } else { + cardNum = 1 + } + var workServerNumber int64 + if task.WorkServerNumber >= 1 { + workServerNumber = int64(task.WorkServerNumber) + } else { + workServerNumber = 1 + } + cardDuration := models.ConvertDurationToStr(workServerNumber * int64(cardNum) * task.Duration) + return cardDuration +} + func GetAllCloudbrainsTrend(ctx *context.Context) { queryType := ctx.QueryTrim("type") @@ -703,6 +733,30 @@ func GetCloudbrainsDetailData(ctx *context.Context) { aiCenter := ctx.Query("aiCenter") needDeleteInfo := ctx.Query("needDeleteInfo") + if cloudBrainType == models.TypeCloudBrainOne && aiCenter == models.AICenterOfCloudBrainOne { + aiCenter = "" + } + if cloudBrainType == models.TypeCloudBrainTwo && aiCenter == models.AICenterOfCloudBrainTwo { + aiCenter = "" + } + if cloudBrainType == models.TypeCDCenter && aiCenter == models.AICenterOfChengdu { + aiCenter = "" + } + if cloudBrainType == models.TypeCloudBrainAll { + if aiCenter == models.AICenterOfCloudBrainOne { + cloudBrainType = models.TypeCloudBrainOne + aiCenter = "" + } + if aiCenter == models.AICenterOfCloudBrainTwo { + cloudBrainType = models.TypeCloudBrainTwo + aiCenter = "" + } + if aiCenter == models.AICenterOfChengdu { + cloudBrainType = models.TypeCDCenter + aiCenter = "" + } + } + page := ctx.QueryInt("page") pageSize := ctx.QueryInt("pagesize") if page <= 0 { @@ -732,7 +786,7 @@ func GetCloudbrainsDetailData(ctx *context.Context) { keyword := strings.Trim(ctx.Query("q"), " ") - ciTasks, _, err := models.CloudbrainAll(&models.CloudbrainsOptions{ + ciTasks, count, err := models.CloudbrainAll(&models.CloudbrainsOptions{ ListOptions: models.ListOptions{ Page: page, PageSize: pageSize, @@ -747,8 +801,8 @@ func GetCloudbrainsDetailData(ctx *context.Context) { NeedRepoInfo: true, BeginTimeUnix: int64(recordBeginTime), EndTimeUnix: endTime.Unix(), - // AiCenter: aiCenter, - NeedDeleteInfo: needDeleteInfo, + AiCenter: aiCenter, + NeedDeleteInfo: needDeleteInfo, }) if err != nil { ctx.ServerError("Get job failed:", err) @@ -758,45 +812,43 @@ func GetCloudbrainsDetailData(ctx *context.Context) { nilTime := time.Time{} tasks := []models.TaskDetail{} for i, task := range ciTasks { - if aiCenter == "" || aiCenter == task.Cloudbrain.Spec.AiCenterCode { - ciTasks[i].Cloudbrain.ComputeResource = task.ComputeResource - var taskDetail models.TaskDetail - taskDetail.ID = ciTasks[i].Cloudbrain.ID - taskDetail.JobID = ciTasks[i].Cloudbrain.JobID - taskDetail.JobName = ciTasks[i].JobName - taskDetail.DisplayJobName = ciTasks[i].DisplayJobName - taskDetail.Status = ciTasks[i].Status - taskDetail.JobType = ciTasks[i].JobType - taskDetail.CreatedUnix = ciTasks[i].Cloudbrain.CreatedUnix - taskDetail.RunTime = ciTasks[i].Cloudbrain.TrainJobDuration - taskDetail.StartTime = ciTasks[i].StartTime - taskDetail.EndTime = ciTasks[i].EndTime - taskDetail.ComputeResource = ciTasks[i].ComputeResource - taskDetail.Type = ciTasks[i].Cloudbrain.Type - taskDetail.UserName = ciTasks[i].User.Name - taskDetail.RepoID = ciTasks[i].RepoID - if ciTasks[i].Repo != nil { - taskDetail.RepoName = ciTasks[i].Repo.OwnerName + "/" + ciTasks[i].Repo.Name - taskDetail.RepoAlias = ciTasks[i].Repo.OwnerName + "/" + ciTasks[i].Repo.Alias - } - if ciTasks[i].Cloudbrain.WorkServerNumber >= 1 { - taskDetail.WorkServerNum = int64(ciTasks[i].Cloudbrain.WorkServerNumber) - } else { - taskDetail.WorkServerNum = 1 - } - taskDetail.CardDuration = repo.GetCloudbrainCardDuration(ciTasks[i].Cloudbrain) - taskDetail.WaitTime = repo.GetCloudbrainWaitTime(ciTasks[i].Cloudbrain) + task = cloudbrainService.UpdateCloudbrainAiCenter(task) + var taskDetail models.TaskDetail + taskDetail.ID = ciTasks[i].Cloudbrain.ID + taskDetail.JobID = ciTasks[i].Cloudbrain.JobID + taskDetail.JobName = ciTasks[i].JobName + taskDetail.DisplayJobName = ciTasks[i].DisplayJobName + taskDetail.Status = ciTasks[i].Status + taskDetail.JobType = ciTasks[i].JobType + taskDetail.CreatedUnix = ciTasks[i].Cloudbrain.CreatedUnix + taskDetail.RunTime = ciTasks[i].Cloudbrain.TrainJobDuration + taskDetail.StartTime = ciTasks[i].StartTime + taskDetail.EndTime = ciTasks[i].EndTime + taskDetail.ComputeResource = ciTasks[i].ComputeResource + taskDetail.Type = ciTasks[i].Cloudbrain.Type + taskDetail.UserName = ciTasks[i].User.Name + taskDetail.RepoID = ciTasks[i].RepoID + taskDetail.AiCenter = repo.GetAiCenterNameByCode(task.Cloudbrain.AiCenter, ctx.Language()) + if ciTasks[i].Repo != nil { + taskDetail.RepoName = ciTasks[i].Repo.OwnerName + "/" + ciTasks[i].Repo.Name + taskDetail.RepoAlias = ciTasks[i].Repo.OwnerName + "/" + ciTasks[i].Repo.Alias + } + if ciTasks[i].Cloudbrain.WorkServerNumber >= 1 { + taskDetail.WorkServerNum = int64(ciTasks[i].Cloudbrain.WorkServerNumber) + } else { + taskDetail.WorkServerNum = 1 + } + taskDetail.CardDuration = repo.GetCloudbrainCardDuration(ciTasks[i].Cloudbrain) + taskDetail.WaitTime = repo.GetCloudbrainWaitTime(ciTasks[i].Cloudbrain) - if ciTasks[i].Cloudbrain.DeletedAt != nilTime || ciTasks[i].Repo == nil { - taskDetail.IsDelete = true - } else { - taskDetail.IsDelete = false - } - taskDetail.Spec = ciTasks[i].Spec - tasks = append(tasks, taskDetail) + if ciTasks[i].Cloudbrain.DeletedAt != nilTime || ciTasks[i].Repo == nil { + taskDetail.IsDelete = true + } else { + taskDetail.IsDelete = false } + taskDetail.Spec = ciTasks[i].Spec + tasks = append(tasks, taskDetail) } - count := int64(len(tasks)) pager := context.NewPagination(int(count), pageSize, page, getTotalPage(count, pageSize)) pager.SetDefaultParams(ctx) pager.AddParam(ctx, "listType", "ListType") @@ -1176,6 +1228,12 @@ func getMonthCloudbrainInfo(beginTime time.Time, endTime time.Time) ([]DateCloud } func DownloadCloudBrainBoard(ctx *context.Context) { + recordCloudbrain, err := models.GetRecordBeginTime() + if err != nil { + log.Error("Can not get recordCloudbrain", err) + ctx.Error(http.StatusBadRequest, ctx.Tr("repo.record_begintime_get_err")) + return + } page := 1 @@ -1184,14 +1242,20 @@ func DownloadCloudBrainBoard(ctx *context.Context) { var cloudBrain = ctx.Tr("repo.cloudbrain") fileName := getCloudbrainFileName(cloudBrain) + recordBeginTime := recordCloudbrain[0].Cloudbrain.CreatedUnix + now := time.Now() + endTime := now + _, total, err := models.CloudbrainAll(&models.CloudbrainsOptions{ ListOptions: models.ListOptions{ Page: page, PageSize: pageSize, }, - Type: models.TypeCloudBrainAll, - NeedRepoInfo: false, + Type: models.TypeCloudBrainAll, + BeginTimeUnix: int64(recordBeginTime), + EndTimeUnix: endTime.Unix(), }) + log.Info("totalcountisis:", total) if err != nil { log.Warn("Can not get cloud brain info", err) @@ -1216,8 +1280,10 @@ func DownloadCloudBrainBoard(ctx *context.Context) { Page: page, PageSize: pageSize, }, - Type: models.TypeCloudBrainAll, - NeedRepoInfo: true, + Type: models.TypeCloudBrainAll, + BeginTimeUnix: int64(recordBeginTime), + EndTimeUnix: endTime.Unix(), + NeedRepoInfo: true, }) if err != nil { log.Warn("Can not get cloud brain info", err) @@ -1225,7 +1291,8 @@ func DownloadCloudBrainBoard(ctx *context.Context) { } models.LoadSpecs4CloudbrainInfo(pageRecords) for _, record := range pageRecords { - + record = cloudbrainService.UpdateCloudbrainAiCenter(record) + record.Cloudbrain.AiCenter = repo.GetAiCenterNameByCode(record.Cloudbrain.AiCenter, ctx.Language()) for k, v := range allCloudbrainValues(row, record, ctx) { f.SetCellValue(cloudBrain, k, v) } @@ -1264,7 +1331,7 @@ func allCloudbrainValues(row int, rs *models.CloudbrainInfo, ctx *context.Contex getCellName("G", row): rs.TrainJobDuration, getCellName("H", row): repo.GetCloudbrainCardDuration(rs.Cloudbrain), getCellName("I", row): getBrainStartTime(rs), getCellName("J", row): getBrainEndTime(rs), getCellName("K", row): rs.ComputeResource, getCellName("L", row): getCloudbrainCardType(rs), - getCellName("M", row): getWorkServerNum(rs), getCellName("N", row): repo.GetCloudbrainAiCenter(rs.Cloudbrain, ctx), + getCellName("M", row): getWorkServerNum(rs), getCellName("N", row): rs.Cloudbrain.AiCenter, getCellName("O", row): getCloudbrainFlavorName(rs), getCellName("P", row): rs.Name, getCellName("Q", row): getBrainRepo(rs), getCellName("R", row): rs.JobName, getCellName("S", row): getBrainDeleteTime(rs), } @@ -1417,7 +1484,7 @@ func GetCloudbrainResourceOverview(ctx *context.Context) { log.Error("Can not get GetDurationRecordBeginTime", err) return } - recordBeginTime := recordCloudbrainDuration[0].CreatedUnix + recordBeginTime := recordCloudbrainDuration[0].DateTime recordUpdateTime := time.Now().Unix() resourceQueues, err := models.GetCanUseCardInfo() if err != nil { @@ -1428,11 +1495,12 @@ func GetCloudbrainResourceOverview(ctx *context.Context) { C2NetResourceDetail := []models.ResourceDetail{} for _, resourceQueue := range resourceQueues { if resourceQueue.Cluster == models.OpenICluster { + aiCenterName := repo.GetAiCenterNameByCode(resourceQueue.AiCenterCode, ctx.Language()) var resourceDetail models.ResourceDetail resourceDetail.QueueCode = resourceQueue.QueueCode resourceDetail.Cluster = resourceQueue.Cluster resourceDetail.AiCenterCode = resourceQueue.AiCenterCode - resourceDetail.AiCenterName = resourceQueue.AiCenterName + "/" + resourceQueue.AiCenterCode + resourceDetail.AiCenterName = resourceQueue.AiCenterCode + "/" + aiCenterName resourceDetail.ComputeResource = resourceQueue.ComputeResource resourceDetail.AccCardType = resourceQueue.AccCardType + "(" + resourceQueue.ComputeResource + ")" resourceDetail.CardsTotalNum = resourceQueue.CardsTotalNum @@ -1440,11 +1508,12 @@ func GetCloudbrainResourceOverview(ctx *context.Context) { OpenIResourceDetail = append(OpenIResourceDetail, resourceDetail) } if resourceQueue.Cluster == models.C2NetCluster { + aiCenterName := repo.GetAiCenterNameByCode(resourceQueue.AiCenterCode, ctx.Language()) var resourceDetail models.ResourceDetail resourceDetail.QueueCode = resourceQueue.QueueCode resourceDetail.Cluster = resourceQueue.Cluster resourceDetail.AiCenterCode = resourceQueue.AiCenterCode - resourceDetail.AiCenterName = resourceQueue.AiCenterName + "/" + resourceQueue.AiCenterCode + resourceDetail.AiCenterName = resourceQueue.AiCenterCode + "/" + aiCenterName resourceDetail.ComputeResource = resourceQueue.ComputeResource resourceDetail.AccCardType = resourceQueue.AccCardType + "(" + resourceQueue.ComputeResource + ")" resourceDetail.CardsTotalNum = resourceQueue.CardsTotalNum @@ -1554,7 +1623,7 @@ func getBeginAndEndTime(ctx *context.Context) (time.Time, time.Time) { ctx.Error(http.StatusBadRequest, ctx.Tr("repo.record_begintime_get_err")) return beginTime, endTime } - brainRecordBeginTime := recordCloudbrainDuration[0].CreatedUnix.AsTime() + brainRecordBeginTime := recordCloudbrainDuration[0].DateTime.AsTime() beginTime = brainRecordBeginTime endTime = now } else if queryType == "today" { @@ -1596,7 +1665,7 @@ func getBeginAndEndTime(ctx *context.Context) (time.Time, time.Time) { ctx.Error(http.StatusBadRequest, ctx.Tr("repo.record_begintime_get_err")) return beginTime, endTime } - brainRecordBeginTime := recordCloudbrainDuration[0].CreatedUnix.AsTime() + brainRecordBeginTime := recordCloudbrainDuration[0].DateTime.AsTime() beginTime = brainRecordBeginTime endTime = now } else { @@ -1627,7 +1696,7 @@ func getAiCenterUsageDuration(beginTime time.Time, endTime time.Time, cloudbrain usageRate := float64(0) for _, cloudbrainStatistic := range cloudbrainStatistics { - if int64(cloudbrainStatistic.CreatedUnix) >= beginTime.Unix() && int64(cloudbrainStatistic.CreatedUnix) < endTime.Unix() { + if int64(cloudbrainStatistic.DateTime) >= beginTime.Unix() && int64(cloudbrainStatistic.DateTime) < endTime.Unix() { totalDuration += cloudbrainStatistic.CardsTotalDuration usageDuration += cloudbrainStatistic.CardsUseDuration } @@ -1659,28 +1728,29 @@ func getDurationStatistic(beginTime time.Time, endTime time.Time) (models.Durati return OpenIDurationRate, C2NetDurationRate, 0 } for _, cloudbrainStatistic := range cardDurationStatistics { + aiCenterName := cloudbrainStatistic.AiCenterCode + "/" + repo.GetAiCenterNameByCode(cloudbrainStatistic.AiCenterCode, "zh-CN") if cloudbrainStatistic.Cluster == models.OpenICluster { - if _, ok := OpenITotalDuration[cloudbrainStatistic.AiCenterName]; !ok { - OpenITotalDuration[cloudbrainStatistic.AiCenterName] = cloudbrainStatistic.CardsTotalDuration + if _, ok := OpenITotalDuration[aiCenterName]; !ok { + OpenITotalDuration[aiCenterName] = cloudbrainStatistic.CardsTotalDuration } else { - OpenITotalDuration[cloudbrainStatistic.AiCenterName] += cloudbrainStatistic.CardsTotalDuration + OpenITotalDuration[aiCenterName] += cloudbrainStatistic.CardsTotalDuration } - if _, ok := OpenIUsageDuration[cloudbrainStatistic.AiCenterName]; !ok { - OpenIUsageDuration[cloudbrainStatistic.AiCenterName] = cloudbrainStatistic.CardsUseDuration + if _, ok := OpenIUsageDuration[aiCenterName]; !ok { + OpenIUsageDuration[aiCenterName] = cloudbrainStatistic.CardsUseDuration } else { - OpenIUsageDuration[cloudbrainStatistic.AiCenterName] += cloudbrainStatistic.CardsUseDuration + OpenIUsageDuration[aiCenterName] += cloudbrainStatistic.CardsUseDuration } } if cloudbrainStatistic.Cluster == models.C2NetCluster { - if _, ok := C2NetTotalDuration[cloudbrainStatistic.AiCenterName]; !ok { - C2NetTotalDuration[cloudbrainStatistic.AiCenterName] = cloudbrainStatistic.CardsTotalDuration + if _, ok := C2NetTotalDuration[aiCenterName]; !ok { + C2NetTotalDuration[aiCenterName] = cloudbrainStatistic.CardsTotalDuration } else { - C2NetTotalDuration[cloudbrainStatistic.AiCenterName] += cloudbrainStatistic.CardsTotalDuration + C2NetTotalDuration[aiCenterName] += cloudbrainStatistic.CardsTotalDuration } - if _, ok := C2NetUsageDuration[cloudbrainStatistic.AiCenterName]; !ok { - C2NetUsageDuration[cloudbrainStatistic.AiCenterName] = cloudbrainStatistic.CardsUseDuration + if _, ok := C2NetUsageDuration[aiCenterName]; !ok { + C2NetUsageDuration[aiCenterName] = cloudbrainStatistic.CardsUseDuration } else { - C2NetUsageDuration[cloudbrainStatistic.AiCenterName] += cloudbrainStatistic.CardsUseDuration + C2NetUsageDuration[aiCenterName] += cloudbrainStatistic.CardsUseDuration } } } @@ -1690,16 +1760,17 @@ func getDurationStatistic(beginTime time.Time, endTime time.Time) (models.Durati return OpenIDurationRate, C2NetDurationRate, 0 } for _, v := range ResourceAiCenterRes { + aiCenterName := v.AiCenterCode + "/" + repo.GetAiCenterNameByCode(v.AiCenterCode, "zh-CN") if cutString(v.AiCenterCode, 4) == cutString(models.AICenterOfCloudBrainOne, 4) { - if _, ok := OpenIUsageDuration[v.AiCenterName]; !ok { - OpenIUsageDuration[v.AiCenterName] = 0 + if _, ok := OpenIUsageDuration[aiCenterName]; !ok { + OpenIUsageDuration[aiCenterName] = 0 } - if _, ok := OpenITotalDuration[v.AiCenterName]; !ok { - OpenITotalDuration[v.AiCenterName] = 0 + if _, ok := OpenITotalDuration[aiCenterName]; !ok { + OpenITotalDuration[aiCenterName] = 0 } } else { - if _, ok := C2NetUsageDuration[v.AiCenterName]; !ok { - C2NetUsageDuration[v.AiCenterName] = 0 + if _, ok := C2NetUsageDuration[aiCenterName]; !ok { + C2NetUsageDuration[aiCenterName] = 0 } } } @@ -1716,7 +1787,7 @@ func getDurationStatistic(beginTime time.Time, endTime time.Time) (models.Durati for _, v := range OpenITotalDuration { totalCanUse += float64(v) } - for _, v := range OpenIUsageRate { + for _, v := range OpenIUsageDuration { totalUse += float64(v) } if totalCanUse == 0 || totalUse == 0 { @@ -1724,6 +1795,7 @@ func getDurationStatistic(beginTime time.Time, endTime time.Time) (models.Durati } else { totalUsageRate = totalUse / totalCanUse } + delete(C2NetUsageDuration, "/") OpenIDurationRate.AiCenterTotalDurationStat = OpenITotalDuration OpenIDurationRate.AiCenterUsageDurationStat = OpenIUsageDuration @@ -1831,3 +1903,30 @@ func getHourCloudbrainDuration(beginTime time.Time, endTime time.Time, aiCenterC hourTimeStatistic.HourTimeUsageRate = hourTimeUsageRate return hourTimeStatistic, nil } + +func CloudbrainUpdateAiCenter(ctx *context.Context) { + repo.CloudbrainDurationStatisticHour() + ctx.JSON(http.StatusOK, map[string]interface{}{ + "message": 0, + }) +} + +func GetResourceQueues(ctx *context.Context) { + resourceQueues, err := models.GetCanUseCardInfo() + if err != nil { + log.Info("GetCanUseCardInfo err: %v", err) + return + } + Resource := make([]*models.ResourceQueue, 0) + aiCenterCodeMap := make(map[string]string) + for _, resourceQueue := range resourceQueues { + if _, ok := aiCenterCodeMap[resourceQueue.AiCenterCode]; !ok { + resourceQueue.AiCenterName = repo.GetAiCenterNameByCode(resourceQueue.AiCenterCode, ctx.Language()) + aiCenterCodeMap[resourceQueue.AiCenterCode] = resourceQueue.AiCenterCode + Resource = append(Resource, resourceQueue) + } + } + ctx.JSON(http.StatusOK, map[string]interface{}{ + "resourceQueues": Resource, + }) +} diff --git a/routers/api/v1/repo/datasets.go b/routers/api/v1/repo/datasets.go new file mode 100644 index 000000000..0223cf740 --- /dev/null +++ b/routers/api/v1/repo/datasets.go @@ -0,0 +1,123 @@ +package repo + +import ( + "fmt" + "strings" + + "code.gitea.io/gitea/modules/convert" + + api "code.gitea.io/gitea/modules/structs" + + "code.gitea.io/gitea/models" + "code.gitea.io/gitea/modules/context" + "code.gitea.io/gitea/modules/log" + "code.gitea.io/gitea/modules/setting" +) + +func PublicDatasetMultiple(ctx *context.APIContext) { + + opts := &models.SearchDatasetOptions{ + PublicOnly: true, + NeedAttachment: true, + CloudBrainType: ctx.QueryInt("type"), + } + datasetMultiple(ctx, opts) + +} + +func MyFavoriteDatasetMultiple(ctx *context.APIContext) { + + opts := &models.SearchDatasetOptions{ + StarByMe: true, + DatasetIDs: models.GetDatasetIdsStarByUser(ctx.User.ID), + NeedAttachment: true, + CloudBrainType: ctx.QueryInt("type"), + } + datasetMultiple(ctx, opts) +} + +func CurrentRepoDatasetMultiple(ctx *context.APIContext) { + datasetIds := models.GetDatasetIdsByRepoID(ctx.Repo.Repository.ID) + searchOrderBy := getSearchOrderByInValues(datasetIds) + opts := &models.SearchDatasetOptions{ + RepoID: ctx.Repo.Repository.ID, + NeedAttachment: true, + CloudBrainType: ctx.QueryInt("type"), + DatasetIDs: datasetIds, + SearchOrderBy: searchOrderBy, + } + + datasetMultiple(ctx, opts) + +} + +func MyDatasetsMultiple(ctx *context.APIContext) { + + opts := &models.SearchDatasetOptions{ + UploadAttachmentByMe: true, + NeedAttachment: true, + CloudBrainType: ctx.QueryInt("type"), + } + datasetMultiple(ctx, opts) + +} +func datasetMultiple(ctx *context.APIContext, opts *models.SearchDatasetOptions) { + page := ctx.QueryInt("page") + if page < 1 { + page = 1 + } + pageSize := ctx.QueryInt("pageSize") + if pageSize < 1 { + pageSize = setting.UI.DatasetPagingNum + } + + keyword := strings.Trim(ctx.Query("q"), " ") + opts.Keyword = keyword + if opts.SearchOrderBy.String() == "" { + opts.SearchOrderBy = models.SearchOrderByRecentUpdated + } + + opts.RecommendOnly = ctx.QueryBool("recommend") + opts.ListOptions = models.ListOptions{ + Page: page, + PageSize: pageSize, + } + opts.JustNeedZipFile = true + opts.User = ctx.User + + datasets, count, err := models.SearchDataset(opts) + + if err != nil { + log.Error("json.Marshal failed:", err.Error()) + ctx.JSON(200, map[string]interface{}{ + "code": 1, + "message": err.Error(), + "data": []*api.Dataset{}, + "count": 0, + }) + return + } + var convertDatasets []*api.Dataset + for _, dataset := range datasets { + convertDatasets = append(convertDatasets, convert.ToDataset(dataset)) + } + + ctx.JSON(200, map[string]interface{}{ + "code": 0, + "message": "", + "data": convertDatasets, + "count": count, + }) +} + +func getSearchOrderByInValues(datasetIds []int64) models.SearchOrderBy { + if len(datasetIds) == 0 { + return "" + } + searchOrderBy := "CASE id " + for i, id := range datasetIds { + searchOrderBy += fmt.Sprintf(" WHEN %d THEN %d", id, i+1) + } + searchOrderBy += " ELSE 0 END" + return models.SearchOrderBy(searchOrderBy) +} diff --git a/routers/api/v1/repo/images.go b/routers/api/v1/repo/images.go new file mode 100644 index 000000000..f0cb62980 --- /dev/null +++ b/routers/api/v1/repo/images.go @@ -0,0 +1,141 @@ +package repo + +import ( + "encoding/json" + "net/http" + "strconv" + + "code.gitea.io/gitea/models" + "code.gitea.io/gitea/modules/context" + "code.gitea.io/gitea/modules/grampus" + "code.gitea.io/gitea/modules/log" + "code.gitea.io/gitea/modules/modelarts" + "code.gitea.io/gitea/modules/setting" +) + +type NPUImageINFO struct { + ID string `json:"id"` + Value string `json:"value"` +} + +func GetPublicImages(ctx *context.APIContext) { + uid := getUID(ctx) + opts := models.SearchImageOptions{ + IncludePublicOnly: true, + UID: uid, + Keyword: ctx.Query("q"), + Topics: ctx.Query("topic"), + IncludeOfficialOnly: ctx.QueryBool("recommend"), + SearchOrderBy: "type desc, num_stars desc,id desc", + Status: models.IMAGE_STATUS_SUCCESS, + CloudbrainType: ctx.QueryInt("cloudbrainType"), + } + + getImages(ctx, &opts) + +} + +func GetCustomImages(ctx *context.APIContext) { + uid := getUID(ctx) + opts := models.SearchImageOptions{ + UID: uid, + IncludeOwnerOnly: true, + Keyword: ctx.Query("q"), + Topics: ctx.Query("topic"), + Status: -1, + SearchOrderBy: "id desc", + } + getImages(ctx, &opts) + +} +func GetStarImages(ctx *context.APIContext) { + + uid := getUID(ctx) + opts := models.SearchImageOptions{ + UID: uid, + IncludeStarByMe: true, + Keyword: ctx.Query("q"), + Topics: ctx.Query("topic"), + Status: models.IMAGE_STATUS_SUCCESS, + SearchOrderBy: "id desc", + } + getImages(ctx, &opts) + +} + +func GetNpuImages(ctx *context.APIContext) { + cloudbrainType := ctx.QueryInt("type") + if cloudbrainType == 0 { //modelarts + getModelArtsImages(ctx) + } else { //c2net + getC2netNpuImages(ctx) + } +} + +func getModelArtsImages(ctx *context.APIContext) { + + var versionInfos modelarts.VersionInfo + _ = json.Unmarshal([]byte(setting.EngineVersions), &versionInfos) + var npuImageInfos []NPUImageINFO + for _, info := range versionInfos.Version { + npuImageInfos = append(npuImageInfos, NPUImageINFO{ + ID: strconv.Itoa(info.ID), + Value: info.Value, + }) + } + ctx.JSON(http.StatusOK, npuImageInfos) + +} + +func getC2netNpuImages(ctx *context.APIContext) { + images, err := grampus.GetImages(grampus.ProcessorTypeNPU) + var npuImageInfos []NPUImageINFO + if err != nil { + log.Error("GetImages failed:", err.Error()) + ctx.JSON(http.StatusOK, []NPUImageINFO{}) + } else { + for _, info := range images.Infos { + npuImageInfos = append(npuImageInfos, NPUImageINFO{ + ID: info.ID, + Value: info.Name, + }) + } + ctx.JSON(http.StatusOK, npuImageInfos) + } +} +func getImages(ctx *context.APIContext, opts *models.SearchImageOptions) { + page := ctx.QueryInt("page") + if page <= 0 { + page = 1 + } + + pageSize := ctx.QueryInt("pageSize") + if pageSize <= 0 { + pageSize = 15 + } + opts.ListOptions = models.ListOptions{ + Page: page, + PageSize: pageSize, + } + imageList, total, err := models.SearchImage(opts) + if err != nil { + log.Error("Can not get images:%v", err) + ctx.JSON(http.StatusOK, models.ImagesPageResult{ + Count: 0, + Images: []*models.Image{}, + }) + } else { + ctx.JSON(http.StatusOK, models.ImagesPageResult{ + Count: total, + Images: imageList, + }) + } +} + +func getUID(ctx *context.APIContext) int64 { + var uid int64 = -1 + if ctx.IsSigned { + uid = ctx.User.ID + } + return uid +} diff --git a/routers/api/v1/repo/mlops.go b/routers/api/v1/repo/mlops.go new file mode 100644 index 000000000..43969330d --- /dev/null +++ b/routers/api/v1/repo/mlops.go @@ -0,0 +1,71 @@ +package repo + +import ( + "net/http" + + "code.gitea.io/gitea/models" + + "code.gitea.io/gitea/modules/context" + "code.gitea.io/gitea/modules/convert" + "code.gitea.io/gitea/modules/log" + api "code.gitea.io/gitea/modules/structs" + "code.gitea.io/gitea/routers/api/v1/utils" +) + +//标注任务可分配人员 +func ListTagger(ctx *context.APIContext) { + + taggers := make([]*api.Tagger, 0) + userRemember := make(map[string]string) + collaborators, err := ctx.Repo.Repository.GetCollaborators(utils.GetListOptions(ctx)) + if err != nil { + log.Warn("ListCollaborators", err) + ctx.JSON(http.StatusOK, taggers) + return + } + for _, collaborator := range collaborators { + taggers = append(taggers, convert.ToTagger(collaborator.User)) + userRemember[collaborator.User.Name] = "" + } + + teams, err := ctx.Repo.Repository.GetRepoTeams() + if err != nil { + log.Warn("ListTeams", err) + ctx.JSON(http.StatusOK, taggers) + return + } + + for _, team := range teams { + team.GetMembers(&models.SearchMembersOptions{}) + for _, user := range team.Members { + if _, ok := userRemember[user.Name]; !ok { + taggers = append(taggers, convert.ToTagger(user)) + userRemember[user.Name] = "" + } + } + } + if !ctx.Repo.Owner.IsOrganization() { + if _, ok := userRemember[ctx.Repo.Owner.Name]; !ok { + taggers = append(taggers, convert.ToTagger(ctx.Repo.Owner)) + + } + } + ctx.JSON(http.StatusOK, taggers) + +} +func GetRight(ctx *context.APIContext) { + right := "none" + + if ctx.IsUserRepoReaderSpecific(models.UnitTypeCode) { + right = "read" + } + + if ctx.IsUserRepoWriter([]models.UnitType{models.UnitTypeCode}) || ctx.IsUserRepoAdmin() { + right = "write" + } + + ctx.JSON(http.StatusOK, map[string]string{ + "right": right, + }) + +} diff --git a/routers/api/v1/repo/modelarts.go b/routers/api/v1/repo/modelarts.go index 5a0e21ed8..e0db9eda3 100755 --- a/routers/api/v1/repo/modelarts.go +++ b/routers/api/v1/repo/modelarts.go @@ -12,6 +12,8 @@ import ( "strconv" "strings" + "code.gitea.io/gitea/services/cloudbrain/cloudbrainTask" + "code.gitea.io/gitea/modules/urfs_client/urchin" "code.gitea.io/gitea/modules/notification" @@ -20,7 +22,6 @@ import ( "code.gitea.io/gitea/modules/setting" "code.gitea.io/gitea/models" - "code.gitea.io/gitea/modules/cloudbrain" "code.gitea.io/gitea/modules/context" "code.gitea.io/gitea/modules/log" "code.gitea.io/gitea/modules/modelarts" @@ -109,39 +110,11 @@ func GetModelArtsTrainJobVersion(ctx *context.APIContext) { } if job.Type == models.TypeCloudBrainOne { - jobResult, err := cloudbrain.GetJob(job.JobID) - if err != nil { - ctx.NotFound(err) - log.Error("GetJob failed:", err) - return - } - result, err := models.ConvertToJobResultPayload(jobResult.Payload) + job, err = cloudbrainTask.SyncCloudBrainOneStatus(job) if err != nil { ctx.NotFound(err) - log.Error("ConvertToJobResultPayload failed:", err) return } - oldStatus := job.Status - job.Status = result.JobStatus.State - if result.JobStatus.State != string(models.JobWaiting) && result.JobStatus.State != string(models.JobFailed) { - taskRoles := result.TaskRoles - taskRes, _ := models.ConvertToTaskPod(taskRoles[cloudbrain.SubTaskName].(map[string]interface{})) - - job.ContainerIp = taskRes.TaskStatuses[0].ContainerIP - job.ContainerID = taskRes.TaskStatuses[0].ContainerID - job.Status = taskRes.TaskStatuses[0].State - } - - if result.JobStatus.State != string(models.JobWaiting) { - models.ParseAndSetDurationFromCloudBrainOne(result, job) - if oldStatus != job.Status { - notification.NotifyChangeCloudbrainStatus(job, oldStatus) - } - err = models.UpdateJob(job) - if err != nil { - log.Error("UpdateJob failed:", err) - } - } } else if job.Type == models.TypeCloudBrainTwo { err := modelarts.HandleTrainJobInfo(job) if err != nil { @@ -173,7 +146,6 @@ func GetModelArtsTrainJobVersion(ctx *context.APIContext) { if len(result.JobInfo.Tasks) > 0 { if len(result.JobInfo.Tasks[0].CenterID) > 0 && len(result.JobInfo.Tasks[0].CenterName) > 0 { job.AiCenter = result.JobInfo.Tasks[0].CenterID[0] + "+" + result.JobInfo.Tasks[0].CenterName[0] - // aiCenterName = result.JobInfo.Tasks[0].CenterName[0] aiCenterName = cloudbrainService.GetAiCenterShow(job.AiCenter, ctx.Context) } } @@ -308,15 +280,6 @@ func TrainJobGetLog(ctx *context.APIContext) { return } - prefix := strings.TrimPrefix(path.Join(setting.TrainJobModelPath, task.JobName, modelarts.LogPath, versionName), "/") + "/job" - _, err = storage.GetObsLogFileName(prefix) - var canLogDownload bool - if err != nil { - canLogDownload = false - } else { - canLogDownload = true - } - ctx.Data["log_file_name"] = resultLogFile.LogFileList[0] ctx.JSON(http.StatusOK, map[string]interface{}{ @@ -326,11 +289,23 @@ func TrainJobGetLog(ctx *context.APIContext) { "EndLine": result.EndLine, "Content": result.Content, "Lines": result.Lines, - "CanLogDownload": canLogDownload, + "CanLogDownload": canLogDownload(ctx.User, task), "StartTime": task.StartTime, }) } +func canLogDownload(user *models.User, task *models.Cloudbrain) bool { + if task == nil || !task.IsUserHasRight(user) { + return false + } + prefix := strings.TrimPrefix(path.Join(setting.TrainJobModelPath, task.JobName, modelarts.LogPath, task.VersionName), "/") + "/job" + _, err := storage.GetObsLogFileName(prefix) + if err != nil { + return false + } + return true +} + func trainJobGetLogContent(jobID string, versionID int64, baseLine string, order string, lines int) (*models.GetTrainJobLogFileNamesResult, *models.GetTrainJobLogResult, error) { resultLogFile, err := modelarts.GetTrainJobLogFileNames(jobID, strconv.FormatInt(versionID, 10)) diff --git a/routers/api/v1/repo/modelmanage.go b/routers/api/v1/repo/modelmanage.go new file mode 100644 index 000000000..15260790d --- /dev/null +++ b/routers/api/v1/repo/modelmanage.go @@ -0,0 +1,115 @@ +package repo + +import ( + "net/http" + + "code.gitea.io/gitea/modules/context" + "code.gitea.io/gitea/modules/log" + "code.gitea.io/gitea/modules/storage" + routerRepo "code.gitea.io/gitea/routers/repo" +) + +type FileInfo struct { + FileName string `json:"fileName"` + ModTime string `json:"modTime"` + IsDir bool `json:"isDir"` + Size int64 `json:"size"` + ParenDir string `json:"parenDir"` + UUID string `json:"uuid"` +} + +func CreateNewModel(ctx *context.APIContext) { + log.Info("CreateNewModel by api.") + routerRepo.SaveModel(ctx.Context) +} + +func ShowModelManageApi(ctx *context.APIContext) { + log.Info("ShowModelManageApi by api.") + routerRepo.ShowModelPageInfo(ctx.Context) +} + +func DeleteModel(ctx *context.APIContext) { + log.Info("DeleteModel by api.") + routerRepo.DeleteModel(ctx.Context) +} + +func DownloadModel(ctx *context.APIContext) { + log.Info("DownloadModel by api.") + routerRepo.DownloadMultiModelFile(ctx.Context) +} + +func QueryModelById(ctx *context.APIContext) { + log.Info("QueryModelById by api.") + routerRepo.QueryModelById(ctx.Context) +} + +func QueryModelListForPredict(ctx *context.APIContext) { + log.Info("QueryModelListForPredict by api.") + routerRepo.QueryModelListForPredict(ctx.Context) +} + +func QueryTrainModelList(ctx *context.APIContext) { + result, err := routerRepo.QueryTrainModelFileById(ctx.Context) + if err != nil { + log.Info("query error." + err.Error()) + } + re := convertFileFormat(result) + ctx.JSON(http.StatusOK, re) +} + +func convertFileFormat(result []storage.FileInfo) []FileInfo { + re := make([]FileInfo, 0) + if result != nil { + for _, file := range result { + tmpFile := FileInfo{ + FileName: file.FileName, + ModTime: file.ModTime, + IsDir: file.IsDir, + Size: file.Size, + ParenDir: file.ParenDir, + UUID: file.UUID, + } + re = append(re, tmpFile) + } + } + return re +} + +func QueryModelFileForPredict(ctx *context.APIContext) { + log.Info("QueryModelFileForPredict by api.") + id := ctx.Query("id") + result := routerRepo.QueryModelFileByID(id) + re := convertFileFormat(result) + ctx.JSON(http.StatusOK, re) +} + +func CreateModelConvert(ctx *context.APIContext) { + log.Info("CreateModelConvert by api.") + routerRepo.SaveModelConvert(ctx.Context) +} + +func ShowModelConvertPage(ctx *context.APIContext) { + log.Info("ShowModelConvertPage by api.") + modelResult, count, err := routerRepo.GetModelConvertPageData(ctx.Context) + if err == nil { + mapInterface := make(map[string]interface{}) + mapInterface["data"] = modelResult + mapInterface["count"] = count + ctx.JSON(http.StatusOK, mapInterface) + } else { + mapInterface := make(map[string]interface{}) + mapInterface["data"] = nil + mapInterface["count"] = 0 + ctx.JSON(http.StatusOK, mapInterface) + } + +} + +func QueryModelConvertById(ctx *context.APIContext) { + modelResult, err := routerRepo.GetModelConvertById(ctx.Context) + if err == nil { + ctx.JSON(http.StatusOK, modelResult) + } else { + ctx.JSON(http.StatusOK, nil) + } +} diff --git a/routers/api/v1/repo/spec.go b/routers/api/v1/repo/spec.go new file mode 100644 index 000000000..a8aa28d98 --- /dev/null +++ b/routers/api/v1/repo/spec.go @@ -0,0 +1,36 @@ +package repo + +import ( + "code.gitea.io/gitea/models" + "code.gitea.io/gitea/modules/context" + "code.gitea.io/gitea/modules/log" + "code.gitea.io/gitea/routers/response" + "code.gitea.io/gitea/services/cloudbrain/resource" +) + +func GetResourceSpec(ctx *context.APIContext) { + jobType := ctx.Query("jobType") + computeResource := ctx.Query("compute") + cluster := ctx.Query("cluster") + aiCenterCode := ctx.Query("center") + if jobType == "" || computeResource == "" || cluster == "" { + log.Info("GetResourceSpec api.param error") + ctx.JSON(200, response.OuterBizError(response.PARAM_ERROR)) + return + } + specs, err := resource.FindAvailableSpecs4Show(ctx.User.ID, models.FindSpecsOptions{ + JobType: models.JobType(jobType), + ComputeResource: computeResource, + Cluster: cluster, + AiCenterCode: aiCenterCode, + }) + if err != nil { + log.Error("GetResourceSpec api error. %v", err) + ctx.JSON(200, response.OuterServerError(err.Error())) + return + } + + specMap := make(map[string]interface{}, 0) + specMap["specs"] = specs + ctx.JSON(200, response.OuterSuccessWithData(specMap)) +} diff --git a/routers/private/internal.go b/routers/private/internal.go index 3e2eeab31..14b0f05de 100755 --- a/routers/private/internal.go +++ b/routers/private/internal.go @@ -6,9 +6,10 @@ package private import ( - "code.gitea.io/gitea/routers/admin" "strings" + "code.gitea.io/gitea/routers/admin" + "code.gitea.io/gitea/routers/repo" "code.gitea.io/gitea/modules/log" @@ -52,7 +53,9 @@ func RegisterRoutes(m *macaron.Macaron) { m.Get("/tool/org_stat", OrgStatisticManually) m.Post("/tool/update_repo_visit/:date", UpdateRepoVisit) m.Post("/task/history_handle/duration", repo.HandleTaskWithNoDuration) + m.Post("/task/history_handle/aicenter", repo.HandleTaskWithAiCenter) m.Post("/resources/specification/handle_historical_task", admin.RefreshHistorySpec) + m.Post("/duration_statisctic/history_handle", repo.CloudbrainUpdateHistoryData) }, CheckInternalToken) } diff --git a/routers/repo/ai_model_convert.go b/routers/repo/ai_model_convert.go index bd6a01072..962c76aae 100644 --- a/routers/repo/ai_model_convert.go +++ b/routers/repo/ai_model_convert.go @@ -74,27 +74,27 @@ func SaveModelConvert(ctx *context.Context) { log.Info("save model convert start.") if !ctx.Repo.CanWrite(models.UnitTypeModelManage) { ctx.JSON(200, map[string]string{ - "result_code": "1", - "message": ctx.Tr("repo.modelconvert.manage.no_operate_right"), + "code": "1", + "msg": ctx.Tr("repo.modelconvert.manage.no_operate_right"), }) return } name := ctx.Query("name") desc := ctx.Query("desc") modelId := ctx.Query("modelId") - modelPath := ctx.Query("ModelFile") - SrcEngine := ctx.QueryInt("SrcEngine") + modelPath := ctx.Query("modelFile") + SrcEngine := ctx.QueryInt("srcEngine") InputShape := ctx.Query("inputshape") InputDataFormat := ctx.Query("inputdataformat") - DestFormat := ctx.QueryInt("DestFormat") - NetOutputFormat := ctx.QueryInt("NetOutputFormat") + DestFormat := ctx.QueryInt("destFormat") + NetOutputFormat := ctx.QueryInt("netOutputFormat") task, err := models.QueryModelById(modelId) if err != nil { log.Error("no such model!", err.Error()) ctx.JSON(200, map[string]string{ - "result_code": "1", - "message": ctx.Tr("repo.modelconvert.manage.model_not_exist"), + "code": "1", + "msg": ctx.Tr("repo.modelconvert.manage.model_not_exist"), }) return } @@ -105,8 +105,8 @@ func SaveModelConvert(ctx *context.Context) { if convert.Name == name { log.Info("convert.Name=" + name + " convert.id=" + convert.ID) ctx.JSON(200, map[string]string{ - "result_code": "1", - "message": ctx.Tr("repo.modelconvert.manage.create_error1"), + "code": "1", + "msg": ctx.Tr("repo.modelconvert.manage.create_error1"), }) return } @@ -119,8 +119,8 @@ func SaveModelConvert(ctx *context.Context) { if isRunningTask(convert.Status) { log.Info("convert.Status=" + convert.Status + " convert.id=" + convert.ID) ctx.JSON(200, map[string]string{ - "result_code": "1", - "message": ctx.Tr("repo.modelconvert.manage.create_error2"), + "code": "1", + "msg": ctx.Tr("repo.modelconvert.manage.create_error2"), }) return } @@ -150,7 +150,8 @@ func SaveModelConvert(ctx *context.Context) { go goCreateTask(modelConvert, ctx, task) ctx.JSON(200, map[string]string{ - "result_code": "0", + "id": id, + "code": "0", }) } @@ -604,11 +605,11 @@ func StopModelConvert(ctx *context.Context) { } func ShowModelConvertInfo(ctx *context.Context) { - ctx.Data["ID"] = ctx.Query("ID") + ctx.Data["ID"] = ctx.Query("id") ctx.Data["isModelManage"] = true ctx.Data["ModelManageAccess"] = ctx.Repo.CanWrite(models.UnitTypeModelManage) - job, err := models.QueryModelConvertById(ctx.Query("ID")) + job, err := models.QueryModelConvertById(ctx.Query("id")) if err == nil { if job.TrainJobDuration == "" { job.TrainJobDuration = "00:00:00" @@ -707,6 +708,31 @@ func ShowModelConvertPageInfo(ctx *context.Context) { ctx.NotFound(ctx.Req.URL.RequestURI(), nil) return } + page := ctx.QueryInt("page") + if page <= 0 { + page = 1 + } + pageSize := ctx.QueryInt("pageSize") + if pageSize <= 0 { + pageSize = setting.UI.IssuePagingNum + } + modelResult, count, err := GetModelConvertPageData(ctx) + if err == nil { + pager := context.NewPagination(int(count), page, pageSize, 5) + ctx.Data["Page"] = pager + ctx.Data["Tasks"] = modelResult + ctx.Data["MODEL_CONVERT_COUNT"] = count + } else { + ctx.ServerError("Query data error.", err) + } +} + +func GetModelConvertById(ctx *context.Context) (*models.AiModelConvert, error) { + id := ctx.Query("id") + return models.QueryModelConvertById(id) +} + +func GetModelConvertPageData(ctx *context.Context) ([]*models.AiModelConvert, int64, error) { page := ctx.QueryInt("page") if page <= 0 { page = 1 @@ -725,10 +751,8 @@ func ShowModelConvertPageInfo(ctx *context.Context) { }) if err != nil { log.Info("query db error." + err.Error()) - ctx.ServerError("Cloudbrain", err) - return + return nil, 0, err } - ctx.Data["MODEL_CONVERT_COUNT"] = count userIds := make([]int64, len(modelResult)) for i, model := range modelResult { model.IsCanOper = isOper(ctx, model.UserId) @@ -743,10 +767,7 @@ func ShowModelConvertPageInfo(ctx *context.Context) { model.UserRelAvatarLink = value.RelAvatarLink() } } - pager := context.NewPagination(int(count), page, pageSize, 5) - ctx.Data["Page"] = pager - ctx.Data["Tasks"] = modelResult - + return modelResult, count, nil } func ModelConvertDownloadModel(ctx *context.Context) { @@ -757,7 +778,7 @@ func ModelConvertDownloadModel(ctx *context.Context) { ctx.ServerError("Not found task.", err) return } - AllDownload := ctx.QueryBool("AllDownload") + AllDownload := ctx.QueryBool("allDownload") if AllDownload { if job.IsGpuTrainTask() { path := setting.CBCodePathPrefix + job.ID + "/model/" diff --git a/routers/repo/ai_model_manage.go b/routers/repo/ai_model_manage.go index f2b0fc6d1..7eedb9bc4 100644 --- a/routers/repo/ai_model_manage.go +++ b/routers/repo/ai_model_manage.go @@ -22,25 +22,33 @@ import ( ) const ( - Model_prefix = "aimodels/" - tplModelManageIndex = "repo/modelmanage/index" - tplModelManageDownload = "repo/modelmanage/download" - tplModelInfo = "repo/modelmanage/showinfo" - MODEL_LATEST = 1 - MODEL_NOT_LATEST = 0 - MODEL_MAX_SIZE = 1024 * 1024 * 1024 - STATUS_COPY_MODEL = 1 - STATUS_FINISHED = 0 - STATUS_ERROR = 2 + Attachment_model = "model" + Model_prefix = "aimodels/" + tplModelManageIndex = "repo/modelmanage/index" + tplModelManageDownload = "repo/modelmanage/download" + tplModelInfo = "repo/modelmanage/showinfo" + tplCreateLocalModelInfo = "repo/modelmanage/create_local_1" + tplCreateLocalForUploadModelInfo = "repo/modelmanage/create_local_2" + tplCreateOnlineModelInfo = "repo/modelmanage/create_online" + + MODEL_LATEST = 1 + MODEL_NOT_LATEST = 0 + MODEL_MAX_SIZE = 1024 * 1024 * 1024 + STATUS_COPY_MODEL = 1 + STATUS_FINISHED = 0 + STATUS_ERROR = 2 + + MODEL_LOCAL_TYPE = 1 + MODEL_ONLINE_TYPE = 0 ) -func saveModelByParameters(jobId string, versionName string, name string, version string, label string, description string, engine int, ctx *context.Context) error { +func saveModelByParameters(jobId string, versionName string, name string, version string, label string, description string, engine int, ctx *context.Context) (string, error) { aiTask, err := models.GetCloudbrainByJobIDAndVersionName(jobId, versionName) if err != nil { aiTask, err = models.GetRepoCloudBrainByJobID(ctx.Repo.Repository.ID, jobId) if err != nil { log.Info("query task error." + err.Error()) - return err + return "", err } else { log.Info("query gpu train task.") } @@ -56,7 +64,7 @@ func saveModelByParameters(jobId string, versionName string, name string, versio if len(aimodels) > 0 { for _, model := range aimodels { if model.Version == version { - return errors.New(ctx.Tr("repo.model.manage.create_error")) + return "", errors.New(ctx.Tr("repo.model.manage.create_error")) } if model.New == MODEL_LATEST { lastNewModelId = model.ID @@ -70,13 +78,12 @@ func saveModelByParameters(jobId string, versionName string, name string, versio cloudType = models.TypeCloudBrainTwo } else if aiTask.ComputeResource == models.GPUResource { cloudType = models.TypeCloudBrainOne - spec, err := resource.GetCloudbrainSpec(aiTask.ID) - if err == nil { - flaverName := "GPU: " + fmt.Sprint(spec.AccCardsNum) + "*" + spec.AccCardType + ",CPU: " + fmt.Sprint(spec.CpuCores) + "," + ctx.Tr("cloudbrain.memory") + ": " + fmt.Sprint(spec.MemGiB) + "GB," + ctx.Tr("cloudbrain.shared_memory") + ": " + fmt.Sprint(spec.ShareMemGiB) + "GB" - aiTask.FlavorName = flaverName - } } - + spec, err := resource.GetCloudbrainSpec(aiTask.ID) + if err == nil { + specJson, _ := json.Marshal(spec) + aiTask.FlavorName = string(specJson) + } accuracy := make(map[string]string) accuracy["F1"] = "" accuracy["Recall"] = "" @@ -111,7 +118,7 @@ func saveModelByParameters(jobId string, versionName string, name string, versio err = models.SaveModelToDb(model) if err != nil { - return err + return "", err } if len(lastNewModelId) > 0 { //udpate status and version count @@ -134,7 +141,7 @@ func saveModelByParameters(jobId string, versionName string, name string, versio log.Info("save model end.") notification.NotifyOtherTask(ctx.User, ctx.Repo.Repository, id, name, models.ActionCreateNewModelTask) - return nil + return id, nil } func asyncToCopyModel(aiTask *models.Cloudbrain, id string, modelSelectedFile string) { @@ -173,7 +180,7 @@ func SaveNewNameModel(ctx *context.Context) { ctx.Error(403, ctx.Tr("repo.model_noright")) return } - name := ctx.Query("Name") + name := ctx.Query("name") if name == "" { ctx.Error(500, fmt.Sprintf("name or version is null.")) return @@ -189,44 +196,181 @@ func SaveNewNameModel(ctx *context.Context) { log.Info("save model end.") } +func SaveLocalModel(ctx *context.Context) { + if !ctx.Repo.CanWrite(models.UnitTypeModelManage) { + ctx.Error(403, ctx.Tr("repo.model_noright")) + return + } + re := map[string]string{ + "code": "-1", + } + log.Info("save SaveLocalModel start.") + uuid := uuid.NewV4() + id := uuid.String() + name := ctx.Query("name") + version := ctx.Query("version") + if version == "" { + version = "0.0.1" + } + label := ctx.Query("label") + description := ctx.Query("description") + engine := ctx.QueryInt("engine") + taskType := ctx.QueryInt("type") + modelActualPath := "" + if taskType == models.TypeCloudBrainOne { + destKeyNamePrefix := Model_prefix + models.AttachmentRelativePath(id) + "/" + modelActualPath = setting.Attachment.Minio.Bucket + "/" + destKeyNamePrefix + } else if taskType == models.TypeCloudBrainTwo { + destKeyNamePrefix := Model_prefix + models.AttachmentRelativePath(id) + "/" + modelActualPath = setting.Bucket + "/" + destKeyNamePrefix + } else { + re["msg"] = "type is error." + ctx.JSON(200, re) + return + } + var lastNewModelId string + repoId := ctx.Repo.Repository.ID + aimodels := models.QueryModelByName(name, repoId) + if len(aimodels) > 0 { + for _, model := range aimodels { + if model.Version == version { + re["msg"] = ctx.Tr("repo.model.manage.create_error") + ctx.JSON(200, re) + return + } + if model.New == MODEL_LATEST { + lastNewModelId = model.ID + } + } + } + model := &models.AiModelManage{ + ID: id, + Version: version, + ModelType: MODEL_LOCAL_TYPE, + VersionCount: len(aimodels) + 1, + Label: label, + Name: name, + Description: description, + New: MODEL_LATEST, + Type: taskType, + Path: modelActualPath, + Size: 0, + AttachmentId: "", + RepoId: repoId, + UserId: ctx.User.ID, + Engine: int64(engine), + TrainTaskInfo: "", + Accuracy: "", + Status: STATUS_FINISHED, + } + + err := models.SaveModelToDb(model) + if err != nil { + re["msg"] = err.Error() + ctx.JSON(200, re) + return + } + if len(lastNewModelId) > 0 { + //udpate status and version count + models.ModifyModelNewProperty(lastNewModelId, MODEL_NOT_LATEST, 0) + } + var units []models.RepoUnit + var deleteUnitTypes []models.UnitType + units = append(units, models.RepoUnit{ + RepoID: ctx.Repo.Repository.ID, + Type: models.UnitTypeModelManage, + Config: &models.ModelManageConfig{ + EnableModelManage: true, + }, + }) + deleteUnitTypes = append(deleteUnitTypes, models.UnitTypeModelManage) + + models.UpdateRepositoryUnits(ctx.Repo.Repository, units, deleteUnitTypes) + + log.Info("save model end.") + notification.NotifyOtherTask(ctx.User, ctx.Repo.Repository, id, name, models.ActionCreateNewModelTask) + re["code"] = "0" + re["id"] = id + ctx.JSON(200, re) +} + +func getSize(files []storage.FileInfo) int64 { + var size int64 + for _, file := range files { + size += file.Size + } + return size +} + +func UpdateModelSize(modeluuid string) { + model, err := models.QueryModelById(modeluuid) + if err == nil { + if model.Type == models.TypeCloudBrainOne { + if strings.HasPrefix(model.Path, setting.Attachment.Minio.Bucket+"/"+Model_prefix) { + files, err := storage.GetAllObjectByBucketAndPrefixMinio(setting.Attachment.Minio.Bucket, model.Path[len(setting.Attachment.Minio.Bucket)+1:]) + if err != nil { + log.Info("Failed to query model size from minio. id=" + modeluuid) + } + size := getSize(files) + models.ModifyModelSize(modeluuid, size) + } + } else if model.Type == models.TypeCloudBrainTwo { + if strings.HasPrefix(model.Path, setting.Bucket+"/"+Model_prefix) { + files, err := storage.GetAllObjectByBucketAndPrefix(setting.Bucket, model.Path[len(setting.Bucket)+1:]) + if err != nil { + log.Info("Failed to query model size from obs. id=" + modeluuid) + } + size := getSize(files) + models.ModifyModelSize(modeluuid, size) + } + } + } else { + log.Info("not found model,uuid=" + modeluuid) + } +} + func SaveModel(ctx *context.Context) { if !ctx.Repo.CanWrite(models.UnitTypeModelManage) { ctx.Error(403, ctx.Tr("repo.model_noright")) return } log.Info("save model start.") - JobId := ctx.Query("JobId") - VersionName := ctx.Query("VersionName") - name := ctx.Query("Name") - version := ctx.Query("Version") - label := ctx.Query("Label") - description := ctx.Query("Description") - engine := ctx.QueryInt("Engine") + JobId := ctx.Query("jobId") + VersionName := ctx.Query("versionName") + name := ctx.Query("name") + version := ctx.Query("version") + label := ctx.Query("label") + description := ctx.Query("description") + engine := ctx.QueryInt("engine") modelSelectedFile := ctx.Query("modelSelectedFile") log.Info("engine=" + fmt.Sprint(engine) + " modelSelectedFile=" + modelSelectedFile) - + re := map[string]string{ + "code": "-1", + } if JobId == "" || VersionName == "" { - ctx.Error(500, fmt.Sprintf("JobId or VersionName is null.")) + re["msg"] = "JobId or VersionName is null." + ctx.JSON(200, re) return } if modelSelectedFile == "" { - ctx.Error(500, fmt.Sprintf("Not selected model file.")) + re["msg"] = "Not selected model file." + ctx.JSON(200, re) return } - if name == "" || version == "" { - ctx.Error(500, fmt.Sprintf("name or version is null.")) + re["msg"] = "name or version is null." + ctx.JSON(200, re) return } - - err := saveModelByParameters(JobId, VersionName, name, version, label, description, engine, ctx) - + id, err := saveModelByParameters(JobId, VersionName, name, version, label, description, engine, ctx) if err != nil { log.Info("save model error." + err.Error()) - ctx.Error(500, fmt.Sprintf("save model error. %v", err)) - return + re["msg"] = err.Error() + } else { + re["code"] = "0" + re["id"] = id } - ctx.Status(200) + ctx.JSON(200, re) log.Info("save model end.") } @@ -288,16 +432,74 @@ func downloadModelFromCloudBrainOne(modelUUID string, jobName string, parentDir return "", 0, nil } } +func DeleteModelFile(ctx *context.Context) { + log.Info("delete model start.") + id := ctx.Query("id") + fileName := ctx.Query("fileName") + model, err := models.QueryModelById(id) + if err == nil { + if model.ModelType == MODEL_LOCAL_TYPE { + if model.Type == models.TypeCloudBrainOne { + bucketName := setting.Attachment.Minio.Bucket + objectName := model.Path[len(bucketName)+1:] + fileName + log.Info("delete bucket=" + bucketName + " path=" + objectName) + if strings.HasPrefix(model.Path, bucketName+"/"+Model_prefix) { + totalSize := storage.MinioGetFilesSize(bucketName, []string{objectName}) + err := storage.Attachments.DeleteDir(objectName) + if err != nil { + log.Info("Failed to delete model. id=" + id) + re := map[string]string{ + "code": "-1", + } + re["msg"] = err.Error() + ctx.JSON(200, re) + return + } else { + log.Info("delete minio file size is:" + fmt.Sprint(totalSize)) + models.ModifyModelSize(id, model.Size-totalSize) + } + } + } else if model.Type == models.TypeCloudBrainTwo { + bucketName := setting.Bucket + objectName := model.Path[len(setting.Bucket)+1:] + fileName + log.Info("delete bucket=" + setting.Bucket + " path=" + objectName) + if strings.HasPrefix(model.Path, bucketName+"/"+Model_prefix) { + totalSize := storage.ObsGetFilesSize(bucketName, []string{objectName}) + err := storage.ObsRemoveObject(bucketName, objectName) + if err != nil { + log.Info("Failed to delete model. id=" + id) + re := map[string]string{ + "code": "-1", + } + re["msg"] = err.Error() + ctx.JSON(200, re) + return + } else { + log.Info("delete obs file size is:" + fmt.Sprint(totalSize)) + models.ModifyModelSize(id, model.Size-totalSize) + } + } + } + } + } + ctx.JSON(200, map[string]string{ + "code": "0", + }) +} func DeleteModel(ctx *context.Context) { log.Info("delete model start.") - id := ctx.Query("ID") + id := ctx.Query("id") err := deleteModelByID(ctx, id) if err != nil { - ctx.JSON(500, err.Error()) + re := map[string]string{ + "code": "-1", + } + re["msg"] = err.Error() + ctx.JSON(200, re) } else { ctx.JSON(200, map[string]string{ - "result_code": "0", + "code": "0", }) } } @@ -309,14 +511,28 @@ func deleteModelByID(ctx *context.Context, id string) error { return errors.New(ctx.Tr("repo.model_noright")) } if err == nil { - log.Info("bucket=" + setting.Bucket + " path=" + model.Path) - if strings.HasPrefix(model.Path, setting.Bucket+"/"+Model_prefix) { - err := storage.ObsRemoveObject(setting.Bucket, model.Path[len(setting.Bucket)+1:]) - if err != nil { - log.Info("Failed to delete model. id=" + id) - return err + + if model.Type == models.TypeCloudBrainOne { + bucketName := setting.Attachment.Minio.Bucket + log.Info("bucket=" + bucketName + " path=" + model.Path) + if strings.HasPrefix(model.Path, bucketName+"/"+Model_prefix) { + err := storage.Attachments.DeleteDir(model.Path[len(bucketName)+1:]) + if err != nil { + log.Info("Failed to delete model. id=" + id) + return err + } + } + } else if model.Type == models.TypeCloudBrainTwo { + log.Info("bucket=" + setting.Bucket + " path=" + model.Path) + if strings.HasPrefix(model.Path, setting.Bucket+"/"+Model_prefix) { + err := storage.ObsRemoveObject(setting.Bucket, model.Path[len(setting.Bucket)+1:]) + if err != nil { + log.Info("Failed to delete model. id=" + id) + return err + } } } + err = models.DeleteModelById(id) if err == nil { //find a model to change new aimodels := models.QueryModelByName(model.Name, model.RepoId) @@ -354,7 +570,7 @@ func QueryModelByParameters(repoId int64, page int) ([]*models.AiModelManage, in func DownloadMultiModelFile(ctx *context.Context) { log.Info("DownloadMultiModelFile start.") - id := ctx.Query("ID") + id := ctx.Query("id") log.Info("id=" + id) task, err := models.QueryModelById(id) if err != nil { @@ -487,7 +703,10 @@ func downloadFromCloudBrainTwo(path string, task *models.AiModelManage, ctx *con func QueryTrainJobVersionList(ctx *context.Context) { log.Info("query train job version list. start.") - JobID := ctx.Query("JobID") + JobID := ctx.Query("jobId") + if JobID == "" { + JobID = ctx.Query("JobId") + } VersionListTasks, count, err := models.QueryModelTrainJobVersionList(JobID) @@ -515,20 +734,33 @@ func QueryTrainJobList(ctx *context.Context) { } -func QueryTrainModelList(ctx *context.Context) { - log.Info("query train job list. start.") - jobName := ctx.Query("jobName") - taskType := ctx.QueryInt("type") - VersionName := ctx.Query("VersionName") +func QueryTrainModelFileById(ctx *context.Context) ([]storage.FileInfo, error) { + JobID := ctx.Query("jobId") + VersionListTasks, count, err := models.QueryModelTrainJobVersionList(JobID) + if err == nil { + if count == 1 { + task := VersionListTasks[0] + jobName := task.JobName + taskType := task.Type + VersionName := task.VersionName + modelDbResult, err := getModelFromObjectSave(jobName, taskType, VersionName) + return modelDbResult, err + } + } + log.Info("get TypeCloudBrainTwo TrainJobListModel failed:", err) + return nil, errors.New("Not found task.") +} + +func getModelFromObjectSave(jobName string, taskType int, VersionName string) ([]storage.FileInfo, error) { if taskType == models.TypeCloudBrainTwo { objectkey := path.Join(setting.TrainJobModelPath, jobName, setting.OutPutPath, VersionName) + "/" modelDbResult, err := storage.GetAllObjectByBucketAndPrefix(setting.Bucket, objectkey) log.Info("bucket=" + setting.Bucket + " objectkey=" + objectkey) if err != nil { log.Info("get TypeCloudBrainTwo TrainJobListModel failed:", err) + return nil, err } else { - ctx.JSON(200, modelDbResult) - return + return modelDbResult, nil } } else if taskType == models.TypeCloudBrainOne { modelSrcPrefix := setting.CBCodePathPrefix + jobName + "/model/" @@ -536,12 +768,30 @@ func QueryTrainModelList(ctx *context.Context) { modelDbResult, err := storage.GetAllObjectByBucketAndPrefixMinio(bucketName, modelSrcPrefix) if err != nil { log.Info("get TypeCloudBrainOne TrainJobListModel failed:", err) + return nil, err } else { - ctx.JSON(200, modelDbResult) - return + return modelDbResult, nil } } - ctx.JSON(200, "") + return nil, errors.New("Not support.") +} + +func QueryTrainModelList(ctx *context.Context) { + log.Info("query train job list. start.") + jobName := ctx.Query("jobName") + taskType := ctx.QueryInt("type") + VersionName := ctx.Query("versionName") + if VersionName == "" { + VersionName = ctx.Query("VersionName") + } + modelDbResult, err := getModelFromObjectSave(jobName, taskType, VersionName) + if err != nil { + log.Info("get TypeCloudBrainTwo TrainJobListModel failed:", err) + ctx.JSON(200, "") + } else { + ctx.JSON(200, modelDbResult) + return + } } func DownloadSingleModelFile(ctx *context.Context) { @@ -612,7 +862,7 @@ func DownloadSingleModelFile(ctx *context.Context) { } func ShowModelInfo(ctx *context.Context) { - ctx.Data["ID"] = ctx.Query("ID") + ctx.Data["ID"] = ctx.Query("id") ctx.Data["name"] = ctx.Query("name") ctx.Data["isModelManage"] = true ctx.Data["ModelManageAccess"] = ctx.Repo.CanWrite(models.UnitTypeModelManage) @@ -620,6 +870,19 @@ func ShowModelInfo(ctx *context.Context) { ctx.HTML(200, tplModelInfo) } +func QueryModelById(ctx *context.Context) { + id := ctx.Query("id") + model, err := models.QueryModelById(id) + if err == nil { + model.IsCanOper = isOper(ctx, model.UserId) + model.IsCanDelete = isCanDelete(ctx, model.UserId) + removeIpInfo(model) + ctx.JSON(http.StatusOK, model) + } else { + ctx.JSON(http.StatusNotFound, nil) + } +} + func ShowSingleModel(ctx *context.Context) { name := ctx.Query("name") @@ -828,30 +1091,59 @@ func ModifyModel(id string, description string) error { func ModifyModelInfo(ctx *context.Context) { log.Info("modify model start.") - id := ctx.Query("ID") - description := ctx.Query("Description") - + id := ctx.Query("id") + re := map[string]string{ + "code": "-1", + } task, err := models.QueryModelById(id) if err != nil { + re["msg"] = err.Error() log.Error("no such model!", err.Error()) - ctx.ServerError("no such model:", err) + ctx.JSON(200, re) return } if !isOper(ctx, task.UserId) { - ctx.NotFound(ctx.Req.URL.RequestURI(), nil) - //ctx.ServerError("no right.", errors.New(ctx.Tr("repo.model_noright"))) + re["msg"] = "No right to operation." + ctx.JSON(200, re) return } + if task.ModelType == MODEL_LOCAL_TYPE { + name := ctx.Query("name") + label := ctx.Query("label") + description := ctx.Query("description") + engine := ctx.QueryInt("engine") + aimodels := models.QueryModelByName(name, task.RepoId) + if aimodels != nil && len(aimodels) > 0 { + if len(aimodels) == 1 { + if aimodels[0].ID != task.ID { + re["msg"] = ctx.Tr("repo.model.manage.create_error") + ctx.JSON(200, re) + return + } + } else { + re["msg"] = ctx.Tr("repo.model.manage.create_error") + ctx.JSON(200, re) + return + } + } + err = models.ModifyLocalModel(id, name, label, description, engine) - err = ModifyModel(id, description) + } else { + label := ctx.Query("label") + description := ctx.Query("description") + engine := task.Engine + name := task.Name + err = models.ModifyLocalModel(id, name, label, description, int(engine)) + } if err != nil { - log.Info("modify error," + err.Error()) - ctx.ServerError("error.", err) + re["msg"] = err.Error() + ctx.JSON(200, re) + return } else { - ctx.JSON(200, "success") + re["code"] = "0" + ctx.JSON(200, re) } - } func QueryModelListForPredict(ctx *context.Context) { @@ -894,28 +1186,36 @@ func QueryModelListForPredict(ctx *context.Context) { } func QueryModelFileForPredict(ctx *context.Context) { - id := ctx.Query("ID") + id := ctx.Query("id") + if id == "" { + id = ctx.Query("ID") + } + ctx.JSON(http.StatusOK, QueryModelFileByID(id)) +} + +func QueryModelFileByID(id string) []storage.FileInfo { model, err := models.QueryModelById(id) if err == nil { if model.Type == models.TypeCloudBrainTwo { prefix := model.Path[len(setting.Bucket)+1:] fileinfos, _ := storage.GetAllObjectByBucketAndPrefix(setting.Bucket, prefix) - ctx.JSON(http.StatusOK, fileinfos) + return fileinfos } else if model.Type == models.TypeCloudBrainOne { prefix := model.Path[len(setting.Attachment.Minio.Bucket)+1:] fileinfos, _ := storage.GetAllObjectByBucketAndPrefixMinio(setting.Attachment.Minio.Bucket, prefix) - ctx.JSON(http.StatusOK, fileinfos) + return fileinfos } } else { log.Error("no such model!", err.Error()) - ctx.ServerError("no such model:", err) - return } - + return nil } func QueryOneLevelModelFile(ctx *context.Context) { - id := ctx.Query("ID") + id := ctx.Query("id") + if id == "" { + id = ctx.Query("ID") + } parentDir := ctx.Query("parentDir") model, err := models.QueryModelById(id) if err != nil { @@ -941,3 +1241,25 @@ func QueryOneLevelModelFile(ctx *context.Context) { ctx.JSON(http.StatusOK, fileinfos) } } + +func CreateLocalModel(ctx *context.Context) { + ctx.Data["isModelManage"] = true + ctx.Data["ModelManageAccess"] = ctx.Repo.CanWrite(models.UnitTypeModelManage) + + ctx.HTML(200, tplCreateLocalModelInfo) +} + +func CreateLocalModelForUpload(ctx *context.Context) { + ctx.Data["uuid"] = ctx.Query("uuid") + ctx.Data["isModelManage"] = true + ctx.Data["ModelManageAccess"] = ctx.Repo.CanWrite(models.UnitTypeModelManage) + ctx.Data["max_model_size"] = setting.MaxModelSize * MODEL_MAX_SIZE + ctx.HTML(200, tplCreateLocalForUploadModelInfo) +} + +func CreateOnlineModel(ctx *context.Context) { + ctx.Data["isModelManage"] = true + ctx.Data["ModelManageAccess"] = ctx.Repo.CanWrite(models.UnitTypeModelManage) + + ctx.HTML(200, tplCreateOnlineModelInfo) +} diff --git a/routers/repo/aisafety.go b/routers/repo/aisafety.go index e274f808e..b638a486b 100644 --- a/routers/repo/aisafety.go +++ b/routers/repo/aisafety.go @@ -804,7 +804,7 @@ func createForNPU(ctx *context.Context, jobName string) error { JobType: string(models.JobTypeModelSafety), } - err = modelarts.GenerateInferenceJob(ctx, req) + _, err = modelarts.GenerateInferenceJob(ctx, req) if err != nil { log.Error("GenerateTrainJob failed:%v", err.Error()) return err @@ -901,7 +901,7 @@ func createForGPU(ctx *context.Context, jobName string) error { LabelName: evaluationIndex, } - err = cloudbrain.GenerateTask(req) + _, err = cloudbrain.GenerateTask(req) if err != nil { return err } diff --git a/routers/repo/attachment.go b/routers/repo/attachment.go index dc2c417e4..240e78acc 100755 --- a/routers/repo/attachment.go +++ b/routers/repo/attachment.go @@ -11,6 +11,7 @@ import ( "fmt" "mime/multipart" "net/http" + "path" "strconv" "strings" @@ -311,7 +312,8 @@ func GetAttachment(ctx *context.Context) { url = setting.PROXYURL + "/obs_proxy_download?uuid=" + attach.UUID + "&file_name=" + attach.Name log.Info("return url=" + url) } else { - url, err = storage.ObsGetPreSignedUrl(attach.UUID, attach.Name) + objectName := strings.TrimPrefix(path.Join(setting.BasePath, path.Join(attach.UUID[0:1], attach.UUID[1:2], attach.UUID, attach.Name)), "/") + url, err = storage.ObsGetPreSignedUrl(objectName, attach.Name) if err != nil { ctx.ServerError("ObsGetPreSignedUrl", err) return @@ -415,7 +417,7 @@ func AddAttachment(ctx *context.Context) { uuid := ctx.Query("uuid") has := false if typeCloudBrain == models.TypeCloudBrainOne { - has, err = storage.Attachments.HasObject(models.AttachmentRelativePath(uuid)) + has, err = storage.Attachments.HasObject(setting.Attachment.Minio.BasePath + models.AttachmentRelativePath(uuid)) if err != nil { ctx.ServerError("HasObject", err) return @@ -557,7 +559,7 @@ func GetSuccessChunks(ctx *context.Context) { isExist := false if typeCloudBrain == models.TypeCloudBrainOne { - isExist, err = storage.Attachments.HasObject(models.AttachmentRelativePath(fileChunk.UUID)) + isExist, err = storage.Attachments.HasObject(setting.Attachment.Minio.BasePath + models.AttachmentRelativePath(fileChunk.UUID)) if err != nil { ctx.ServerError("HasObject failed", err) return @@ -593,12 +595,12 @@ func GetSuccessChunks(ctx *context.Context) { } if typeCloudBrain == models.TypeCloudBrainOne { - chunks, err = storage.GetPartInfos(fileChunk.UUID, fileChunk.UploadID) + chunks, err = storage.GetPartInfos(strings.TrimPrefix(path.Join(setting.Attachment.Minio.BasePath, path.Join(fileChunk.UUID[0:1], fileChunk.UUID[1:2], fileChunk.UUID)), "/"), fileChunk.UploadID) if err != nil { log.Error("GetPartInfos failed:%v", err.Error()) } } else { - chunks, err = storage.GetObsPartInfos(fileChunk.UUID, fileChunk.UploadID, fileName) + chunks, err = storage.GetObsPartInfos(strings.TrimPrefix(path.Join(setting.BasePath, path.Join(fileChunk.UUID[0:1], fileChunk.UUID[1:2], fileChunk.UUID, fileName)), "/"), fileChunk.UploadID) if err != nil { log.Error("GetObsPartInfos failed:%v", err.Error()) } @@ -699,13 +701,13 @@ func NewMultipart(ctx *context.Context) { uuid := gouuid.NewV4().String() var uploadID string if typeCloudBrain == models.TypeCloudBrainOne { - uploadID, err = storage.NewMultiPartUpload(uuid) + uploadID, err = storage.NewMultiPartUpload(strings.TrimPrefix(path.Join(setting.Attachment.Minio.BasePath, path.Join(uuid[0:1], uuid[1:2], uuid)), "/")) if err != nil { ctx.ServerError("NewMultipart", err) return } } else { - uploadID, err = storage.NewObsMultiPartUpload(uuid, fileName) + uploadID, err = storage.NewObsMultiPartUpload(strings.TrimPrefix(path.Join(setting.BasePath, path.Join(uuid[0:1], uuid[1:2], uuid, fileName)), "/")) if err != nil { ctx.ServerError("NewObsMultiPartUpload", err) return @@ -749,8 +751,8 @@ func PutOBSProxyUpload(ctx *context.Context) { ctx.Error(500, fmt.Sprintf("FormFile: %v", RequestBody)) return } - - err := storage.ObsMultiPartUpload(uuid, uploadID, partNumber, fileName, RequestBody.ReadCloser()) + objectName := strings.TrimPrefix(path.Join(setting.BasePath, path.Join(uuid[0:1], uuid[1:2], uuid, fileName)), "/") + err := storage.ObsMultiPartUpload(objectName, uploadID, partNumber, fileName, RequestBody.ReadCloser()) if err != nil { log.Info("upload error.") } @@ -759,8 +761,8 @@ func PutOBSProxyUpload(ctx *context.Context) { func GetOBSProxyDownload(ctx *context.Context) { uuid := ctx.Query("uuid") fileName := ctx.Query("file_name") - - body, err := storage.ObsDownload(uuid, fileName) + objectName := strings.TrimPrefix(path.Join(setting.BasePath, path.Join(uuid[0:1], uuid[1:2], uuid, fileName)), "/") + body, err := storage.ObsDownloadAFile(setting.Bucket, objectName) if err != nil { log.Info("upload error.") } else { @@ -805,7 +807,7 @@ func GetMultipartUploadUrl(ctx *context.Context) { return } - url, err = storage.GenMultiPartSignedUrl(uuid, uploadID, partNumber, size) + url, err = storage.GenMultiPartSignedUrl(strings.TrimPrefix(path.Join(setting.Attachment.Minio.BasePath, path.Join(uuid[0:1], uuid[1:2], uuid)), "/"), uploadID, partNumber, size) if err != nil { ctx.Error(500, fmt.Sprintf("GenMultiPartSignedUrl failed: %v", err)) return @@ -815,7 +817,7 @@ func GetMultipartUploadUrl(ctx *context.Context) { url = setting.PROXYURL + "/obs_proxy_multipart?uuid=" + uuid + "&uploadId=" + uploadID + "&partNumber=" + fmt.Sprint(partNumber) + "&file_name=" + fileName log.Info("return url=" + url) } else { - url, err = storage.ObsGenMultiPartSignedUrl(uuid, uploadID, partNumber, fileName) + url, err = storage.ObsGenMultiPartSignedUrl(strings.TrimPrefix(path.Join(setting.BasePath, path.Join(uuid[0:1], uuid[1:2], uuid, fileName)), "/"), uploadID, partNumber) if err != nil { ctx.Error(500, fmt.Sprintf("ObsGenMultiPartSignedUrl failed: %v", err)) return @@ -823,7 +825,6 @@ func GetMultipartUploadUrl(ctx *context.Context) { log.Info("url=" + url) } } - ctx.JSON(200, map[string]string{ "url": url, }) @@ -855,13 +856,13 @@ func CompleteMultipart(ctx *context.Context) { } if typeCloudBrain == models.TypeCloudBrainOne { - _, err = storage.CompleteMultiPartUpload(uuid, uploadID, fileChunk.TotalChunks) + _, err = storage.CompleteMultiPartUpload(strings.TrimPrefix(path.Join(setting.Attachment.Minio.BasePath, path.Join(fileChunk.UUID[0:1], fileChunk.UUID[1:2], fileChunk.UUID)), "/"), uploadID, fileChunk.TotalChunks) if err != nil { ctx.Error(500, fmt.Sprintf("CompleteMultiPartUpload failed: %v", err)) return } } else { - err = storage.CompleteObsMultiPartUpload(uuid, uploadID, fileName, fileChunk.TotalChunks) + err = storage.CompleteObsMultiPartUpload(strings.TrimPrefix(path.Join(setting.BasePath, path.Join(fileChunk.UUID[0:1], fileChunk.UUID[1:2], fileChunk.UUID, fileName)), "/"), uploadID, fileChunk.TotalChunks) if err != nil { ctx.Error(500, fmt.Sprintf("CompleteObsMultiPartUpload failed: %v", err)) return @@ -1013,7 +1014,7 @@ func queryDatasets(ctx *context.Context, attachs []*models.AttachmentUsername) { } for _, attch := range attachs { - has, err := storage.Attachments.HasObject(models.AttachmentRelativePath(attch.UUID)) + has, err := storage.Attachments.HasObject(setting.Attachment.Minio.BasePath + models.AttachmentRelativePath(attch.UUID)) if err != nil || !has { continue } diff --git a/routers/repo/attachment_model.go b/routers/repo/attachment_model.go new file mode 100644 index 000000000..efc7cbe08 --- /dev/null +++ b/routers/repo/attachment_model.go @@ -0,0 +1,323 @@ +package repo + +import ( + "fmt" + "path" + "strconv" + "strings" + + "code.gitea.io/gitea/models" + "code.gitea.io/gitea/modules/context" + "code.gitea.io/gitea/modules/log" + "code.gitea.io/gitea/modules/minio_ext" + "code.gitea.io/gitea/modules/setting" + "code.gitea.io/gitea/modules/storage" + "code.gitea.io/gitea/modules/upload" + gouuid "github.com/satori/go.uuid" +) + +func GetModelChunks(ctx *context.Context) { + fileMD5 := ctx.Query("md5") + typeCloudBrain := ctx.QueryInt("type") + fileName := ctx.Query("file_name") + scene := ctx.Query("scene") + modeluuid := ctx.Query("modeluuid") + log.Info("scene=" + scene + " typeCloudBrain=" + fmt.Sprint(typeCloudBrain)) + var chunks string + + err := checkTypeCloudBrain(typeCloudBrain) + if err != nil { + ctx.ServerError("checkTypeCloudBrain failed", err) + return + } + + fileChunk, err := models.GetModelFileChunkByMD5AndUser(fileMD5, ctx.User.ID, typeCloudBrain, modeluuid) + if err != nil { + if models.IsErrFileChunkNotExist(err) { + ctx.JSON(200, map[string]string{ + "uuid": "", + "uploaded": "0", + "uploadID": "", + "chunks": "", + }) + } else { + ctx.ServerError("GetFileChunkByMD5", err) + } + return + } + + isExist := false + if typeCloudBrain == models.TypeCloudBrainOne { + isExist, err = storage.Attachments.HasObject(fileChunk.ObjectName) + if isExist { + log.Info("The file is exist in minio. has uploaded.path=" + fileChunk.ObjectName) + } else { + log.Info("The file is not exist in minio..") + } + if err != nil { + ctx.ServerError("HasObject failed", err) + return + } + } else { + isExist, err = storage.ObsHasObject(fileChunk.ObjectName) + if isExist { + log.Info("The file is exist in obs. has uploaded. path=" + fileChunk.ObjectName) + } else { + log.Info("The file is not exist in obs.") + } + if err != nil { + ctx.ServerError("ObsHasObject failed", err) + return + } + } + + if isExist { + if fileChunk.IsUploaded == models.FileNotUploaded { + log.Info("the file has been uploaded but not recorded") + fileChunk.IsUploaded = models.FileUploaded + if err = models.UpdateModelFileChunk(fileChunk); err != nil { + log.Error("UpdateFileChunk failed:", err.Error()) + } + } + modelname := "" + model, err := models.QueryModelById(modeluuid) + if err == nil && model != nil { + modelname = model.Name + } + ctx.JSON(200, map[string]string{ + "uuid": fileChunk.UUID, + "uploaded": strconv.Itoa(fileChunk.IsUploaded), + "uploadID": fileChunk.UploadID, + "chunks": string(chunks), + "attachID": "0", + "modeluuid": modeluuid, + "fileName": fileName, + "modelName": modelname, + }) + } else { + if fileChunk.IsUploaded == models.FileUploaded { + log.Info("the file has been recorded but not uploaded") + fileChunk.IsUploaded = models.FileNotUploaded + if err = models.UpdateModelFileChunk(fileChunk); err != nil { + log.Error("UpdateFileChunk failed:", err.Error()) + } + } + + if typeCloudBrain == models.TypeCloudBrainOne { + chunks, err = storage.GetPartInfos(fileChunk.ObjectName, fileChunk.UploadID) + if err != nil { + log.Error("GetPartInfos failed:%v", err.Error()) + } + } else { + chunks, err = storage.GetObsPartInfos(fileChunk.ObjectName, fileChunk.UploadID) + if err != nil { + log.Error("GetObsPartInfos failed:%v", err.Error()) + } + } + if err != nil { + models.DeleteModelFileChunk(fileChunk) + ctx.JSON(200, map[string]string{ + "uuid": "", + "uploaded": "0", + "uploadID": "", + "chunks": "", + }) + } else { + ctx.JSON(200, map[string]string{ + "uuid": fileChunk.UUID, + "uploaded": strconv.Itoa(fileChunk.IsUploaded), + "uploadID": fileChunk.UploadID, + "chunks": string(chunks), + "attachID": "0", + "datasetID": "0", + "fileName": "", + "datasetName": "", + }) + } + } +} + +func getObjectName(filename string, modeluuid string) string { + return strings.TrimPrefix(path.Join(Model_prefix, path.Join(modeluuid[0:1], modeluuid[1:2], modeluuid, filename)), "/") +} + +func NewModelMultipart(ctx *context.Context) { + if !setting.Attachment.Enabled { + ctx.Error(404, "attachment is not enabled") + return + } + fileName := ctx.Query("file_name") + modeluuid := ctx.Query("modeluuid") + + err := upload.VerifyFileType(ctx.Query("fileType"), strings.Split(setting.Attachment.AllowedTypes, ",")) + if err != nil { + ctx.Error(400, err.Error()) + return + } + + typeCloudBrain := ctx.QueryInt("type") + err = checkTypeCloudBrain(typeCloudBrain) + if err != nil { + ctx.ServerError("checkTypeCloudBrain failed", err) + return + } + + if setting.Attachment.StoreType == storage.MinioStorageType { + totalChunkCounts := ctx.QueryInt("totalChunkCounts") + if totalChunkCounts > minio_ext.MaxPartsCount { + ctx.Error(400, fmt.Sprintf("chunk counts(%d) is too much", totalChunkCounts)) + return + } + + fileSize := ctx.QueryInt64("size") + if fileSize > minio_ext.MaxMultipartPutObjectSize { + ctx.Error(400, fmt.Sprintf("file size(%d) is too big", fileSize)) + return + } + + uuid := gouuid.NewV4().String() + var uploadID string + var objectName string + if typeCloudBrain == models.TypeCloudBrainOne { + objectName = strings.TrimPrefix(path.Join(Model_prefix, path.Join(modeluuid[0:1], modeluuid[1:2], modeluuid, fileName)), "/") + uploadID, err = storage.NewMultiPartUpload(objectName) + if err != nil { + ctx.ServerError("NewMultipart", err) + return + } + } else { + + objectName = strings.TrimPrefix(path.Join(Model_prefix, path.Join(modeluuid[0:1], modeluuid[1:2], modeluuid, fileName)), "/") + uploadID, err = storage.NewObsMultiPartUpload(objectName) + if err != nil { + ctx.ServerError("NewObsMultiPartUpload", err) + return + } + } + + _, err = models.InsertModelFileChunk(&models.ModelFileChunk{ + UUID: uuid, + UserID: ctx.User.ID, + UploadID: uploadID, + Md5: ctx.Query("md5"), + Size: fileSize, + ObjectName: objectName, + ModelUUID: modeluuid, + TotalChunks: totalChunkCounts, + Type: typeCloudBrain, + }) + + if err != nil { + ctx.Error(500, fmt.Sprintf("InsertFileChunk: %v", err)) + return + } + + ctx.JSON(200, map[string]string{ + "uuid": uuid, + "uploadID": uploadID, + }) + } else { + ctx.Error(404, "storage type is not enabled") + return + } +} + +func GetModelMultipartUploadUrl(ctx *context.Context) { + uuid := ctx.Query("uuid") + uploadID := ctx.Query("uploadID") + partNumber := ctx.QueryInt("chunkNumber") + size := ctx.QueryInt64("size") + typeCloudBrain := ctx.QueryInt("type") + err := checkTypeCloudBrain(typeCloudBrain) + if err != nil { + ctx.ServerError("checkTypeCloudBrain failed", err) + return + } + fileChunk, err := models.GetModelFileChunkByUUID(uuid) + if err != nil { + if models.IsErrFileChunkNotExist(err) { + ctx.Error(404) + } else { + ctx.ServerError("GetFileChunkByUUID", err) + } + return + } + url := "" + if typeCloudBrain == models.TypeCloudBrainOne { + if size > minio_ext.MinPartSize { + ctx.Error(400, fmt.Sprintf("chunk size(%d) is too big", size)) + return + } + url, err = storage.GenMultiPartSignedUrl(fileChunk.ObjectName, uploadID, partNumber, size) + if err != nil { + ctx.Error(500, fmt.Sprintf("GenMultiPartSignedUrl failed: %v", err)) + return + } + } else { + url, err = storage.ObsGenMultiPartSignedUrl(fileChunk.ObjectName, uploadID, partNumber) + if err != nil { + ctx.Error(500, fmt.Sprintf("ObsGenMultiPartSignedUrl failed: %v", err)) + return + } + log.Info("url=" + url) + + } + + ctx.JSON(200, map[string]string{ + "url": url, + }) +} + +func CompleteModelMultipart(ctx *context.Context) { + uuid := ctx.Query("uuid") + uploadID := ctx.Query("uploadID") + typeCloudBrain := ctx.QueryInt("type") + modeluuid := ctx.Query("modeluuid") + log.Warn("uuid:" + uuid) + log.Warn("modeluuid:" + modeluuid) + log.Warn("typeCloudBrain:" + strconv.Itoa(typeCloudBrain)) + + err := checkTypeCloudBrain(typeCloudBrain) + if err != nil { + ctx.ServerError("checkTypeCloudBrain failed", err) + return + } + fileChunk, err := models.GetModelFileChunkByUUID(uuid) + if err != nil { + if models.IsErrFileChunkNotExist(err) { + ctx.Error(404) + } else { + ctx.ServerError("GetFileChunkByUUID", err) + } + return + } + + if typeCloudBrain == models.TypeCloudBrainOne { + _, err = storage.CompleteMultiPartUpload(fileChunk.ObjectName, uploadID, fileChunk.TotalChunks) + if err != nil { + ctx.Error(500, fmt.Sprintf("CompleteMultiPartUpload failed: %v", err)) + return + } + } else { + err = storage.CompleteObsMultiPartUpload(fileChunk.ObjectName, uploadID, fileChunk.TotalChunks) + if err != nil { + ctx.Error(500, fmt.Sprintf("CompleteObsMultiPartUpload failed: %v", err)) + return + } + } + + fileChunk.IsUploaded = models.FileUploaded + + err = models.UpdateModelFileChunk(fileChunk) + if err != nil { + ctx.Error(500, fmt.Sprintf("UpdateFileChunk: %v", err)) + return + } + //更新模型大小信息 + UpdateModelSize(modeluuid) + + ctx.JSON(200, map[string]string{ + "result_code": "0", + }) + +} diff --git a/routers/repo/cloudbrain.go b/routers/repo/cloudbrain.go index de0e0e8bf..7d96d1b58 100755 --- a/routers/repo/cloudbrain.go +++ b/routers/repo/cloudbrain.go @@ -2,7 +2,6 @@ package repo import ( "bufio" - "code.gitea.io/gitea/modules/urfs_client/urchin" "encoding/json" "errors" "fmt" @@ -16,6 +15,8 @@ import ( "time" "unicode/utf8" + "code.gitea.io/gitea/modules/urfs_client/urchin" + "code.gitea.io/gitea/modules/dataset" "code.gitea.io/gitea/services/cloudbrain/cloudbrainTask" @@ -398,7 +399,7 @@ func cloudBrainCreate(ctx *context.Context, form auth.CreateCloudBrainForm) { } - err = cloudbrain.GenerateTask(req) + _, err = cloudbrain.GenerateTask(req) if err != nil { cloudBrainNewDataPrepare(ctx, jobType) ctx.RenderWithErr(err.Error(), tpl, &form) @@ -584,7 +585,7 @@ func CloudBrainInferenceJobCreate(ctx *context.Context, form auth.CreateCloudBra Spec: spec, } - err = cloudbrain.GenerateTask(req) + _, err = cloudbrain.GenerateTask(req) if err != nil { cloudBrainNewDataPrepare(ctx, jobType) ctx.RenderWithErr(err.Error(), tpl, &form) @@ -1845,59 +1846,37 @@ func SyncCloudbrainStatus() { continue } if task.Type == models.TypeCloudBrainOne { - result, err := cloudbrain.GetJob(task.JobID) + + task, err = cloudbrainTask.SyncCloudBrainOneStatus(task) if err != nil { - log.Error("GetJob(%s) failed:%v", task.JobName, err) + log.Error("Sync cloud brain one (%s) failed:%v", task.JobName, err) continue } - if result != nil { - jobRes, _ := models.ConvertToJobResultPayload(result.Payload) - taskRoles := jobRes.TaskRoles - taskRes, _ := models.ConvertToTaskPod(taskRoles[cloudbrain.SubTaskName].(map[string]interface{})) - oldStatus := task.Status - task.Status = taskRes.TaskStatuses[0].State - if task.Status != string(models.JobWaiting) { - models.ParseAndSetDurationFromCloudBrainOne(jobRes, task) + if task.Status != string(models.JobWaiting) { + if task.Duration >= setting.MaxDuration && task.JobType == string(models.JobTypeDebug) { + log.Info("begin to stop job(%s), because of the duration", task.DisplayJobName) + err = cloudbrain.StopJob(task.JobID) + if err != nil { + log.Error("StopJob(%s) failed:%v", task.DisplayJobName, err) + continue + } + oldStatus := task.Status + task.Status = string(models.JobStopped) + if task.EndTime == 0 { + task.EndTime = timeutil.TimeStampNow() + } + task.ComputeAndSetDuration() if oldStatus != task.Status { notification.NotifyChangeCloudbrainStatus(task, oldStatus) } err = models.UpdateJob(task) if err != nil { - log.Error("UpdateJob(%s) failed:%v", task.JobName, err) - } - - var maxDuration int64 - if task.JobType == string(models.JobTypeBenchmark) { - maxDuration = setting.BenchmarkMaxDuration - } else if task.JobType == string(models.JobTypeSnn4imagenet) || task.JobType == string(models.JobTypeBrainScore) { - maxDuration = setting.ModelBenchmarkMaxDuration - } else { - maxDuration = setting.MaxDuration - } - - if task.Duration >= maxDuration && task.JobType != string(models.JobTypeTrain) { - log.Info("begin to stop job(%s), because of the duration", task.DisplayJobName) - err = cloudbrain.StopJob(task.JobID) - if err != nil { - log.Error("StopJob(%s) failed:%v", task.DisplayJobName, err) - continue - } - task.Status = string(models.JobStopped) - if task.EndTime == 0 { - task.EndTime = timeutil.TimeStampNow() - } - task.ComputeAndSetDuration() - if oldStatus != task.Status { - notification.NotifyChangeCloudbrainStatus(task, oldStatus) - } - err = models.UpdateJob(task) - if err != nil { - log.Error("UpdateJob(%s) failed:%v", task.DisplayJobName, err) - continue - } + log.Error("UpdateJob(%s) failed:%v", task.DisplayJobName, err) + continue } } + } } else if task.Type == models.TypeCloudBrainTwo { if task.JobType == string(models.JobTypeDebug) { @@ -2509,7 +2488,7 @@ func BenchMarkAlgorithmCreate(ctx *context.Context, form auth.CreateCloudBrainFo Spec: spec, } - err = cloudbrain.GenerateTask(req) + _, err = cloudbrain.GenerateTask(req) if err != nil { cloudBrainNewDataPrepare(ctx, jobType) ctx.RenderWithErr(err.Error(), tplCloudBrainBenchmarkNew, &form) @@ -2663,7 +2642,7 @@ func ModelBenchmarkCreate(ctx *context.Context, form auth.CreateCloudBrainForm) Spec: spec, } - err = cloudbrain.GenerateTask(req) + _, err = cloudbrain.GenerateTask(req) if err != nil { cloudBrainNewDataPrepare(ctx, jobType) ctx.RenderWithErr(err.Error(), tpl, &form) diff --git a/routers/repo/cloudbrain_statistic.go b/routers/repo/cloudbrain_statistic.go index 3814c2daf..23f7336b1 100644 --- a/routers/repo/cloudbrain_statistic.go +++ b/routers/repo/cloudbrain_statistic.go @@ -1,38 +1,87 @@ package repo import ( + "net/http" "strings" "time" "code.gitea.io/gitea/models" + "code.gitea.io/gitea/modules/context" "code.gitea.io/gitea/modules/log" + "code.gitea.io/gitea/modules/setting" "code.gitea.io/gitea/modules/timeutil" + cloudbrainService "code.gitea.io/gitea/services/cloudbrain" ) func CloudbrainDurationStatisticHour() { - - dateTime := time.Now().Format("2006-01-02 15:04:05") - dayTime := time.Now().Format("2006-01-02") + var statisticTime time.Time + var count int64 + recordBeginTime, _ := time.ParseInLocation("2006-01-02 15:04:05", setting.Grampus.UsageRateBeginTime, time.Local) + recordDurationUpdateTime, err := models.GetDurationRecordUpdateTime() + if err != nil { + log.Error("Can not get GetDurationRecordBeginTime", err) + return + } + if recordDurationUpdateTime == nil { + statisticTime = recordBeginTime + } else { + statisticTime = time.Unix(int64(recordDurationUpdateTime[0].DateTime), 0) + } now := time.Now() + currentTime := time.Date(now.Year(), now.Month(), now.Day(), now.Hour(), 0, 0, 0, now.Location()) + for statisticTime.Before(currentTime) || statisticTime.Equal(currentTime) { + countEach := summaryDurationStat(statisticTime) + count += countEach + statisticTime = statisticTime.Add(+1 * time.Hour) + } + log.Info("summaryDurationStat count: %v", count) +} +func UpdateDurationStatisticHistoryData() int64 { + var count int64 + recordBeginTime, _ := time.ParseInLocation("2006-01-02 15:04:05", setting.Grampus.UsageRateBeginTime, time.Local) + now := time.Now() currentTime := time.Date(now.Year(), now.Month(), now.Day(), now.Hour(), 0, 0, 0, now.Location()) + statisticTime := recordBeginTime.Add(+1 * time.Hour) + + for statisticTime.Before(currentTime) || statisticTime.Equal(currentTime) { + countEach := summaryDurationStat(statisticTime) + count += countEach + statisticTime = statisticTime.Add(+1 * time.Hour) + } + return count +} - m, _ := time.ParseDuration("-1h") - beginTime := currentTime.Add(m).Unix() - endTime := currentTime.Unix() - hourTime := currentTime.Add(m).Hour() +//statisticTime是当前的时辰，比如当前是2019-01-01 12:01:01，那么statisticTime就是2019-01-01 12:00:00 +func summaryDurationStat(statisticTime time.Time) int64 { + var count int64 + dateTime := timeutil.TimeStamp(statisticTime.Add(-1 * time.Hour).Unix()) + beginTime := statisticTime.Add(-1 * time.Hour).Unix() + dayTime := statisticTime.Add(-1 * time.Hour).Format("2006-01-02") + hourTime := statisticTime.Add(-1 * time.Hour).Hour() + endTime := statisticTime.Unix() ciTasks, err := models.GetCloudbrainByTime(beginTime, endTime) if err != nil { log.Info("GetCloudbrainByTime err: %v", err) - return + return 0 } - specMap := make(map[string]*models.Specification) + cloudbrainMap := make(map[string]*models.Cloudbrain) models.LoadSpecs4CloudbrainInfo(ciTasks) + for _, cloudbrain := range ciTasks { - if _, ok := specMap[cloudbrain.Cloudbrain.Spec.AiCenterCode+"/"+cloudbrain.Cloudbrain.Spec.AccCardType]; !ok { - if cloudbrain.Cloudbrain.Spec != nil { - specMap[cloudbrain.Cloudbrain.Spec.AiCenterCode+"/"+cloudbrain.Cloudbrain.Spec.AccCardType] = cloudbrain.Cloudbrain.Spec + if cloudbrain.Cloudbrain.StartTime == 0 { + cloudbrain.Cloudbrain.StartTime = cloudbrain.Cloudbrain.CreatedUnix + } + if cloudbrain.Cloudbrain.EndTime == 0 { + cloudbrain.Cloudbrain.EndTime = cloudbrain.Cloudbrain.UpdatedUnix + } + cloudbrain = cloudbrainService.UpdateCloudbrainAiCenter(cloudbrain) + if cloudbrain.Cloudbrain.Spec != nil { + if _, ok := cloudbrainMap[cloudbrain.Cloudbrain.AiCenter+"/"+cloudbrain.Cloudbrain.Spec.AccCardType]; !ok { + if cloudbrain.Cloudbrain.Spec != nil { + cloudbrainMap[cloudbrain.Cloudbrain.AiCenter+"/"+cloudbrain.Cloudbrain.Spec.AccCardType] = &cloudbrain.Cloudbrain + } } } } @@ -42,69 +91,96 @@ func CloudbrainDurationStatisticHour() { resourceQueues, err := models.GetCanUseCardInfo() if err != nil { log.Info("GetCanUseCardInfo err: %v", err) - return + return 0 } + cardsTotalDurationMap := make(map[string]int) for _, resourceQueue := range resourceQueues { - cardsTotalDurationMap[resourceQueue.Cluster+"/"+resourceQueue.AiCenterName+"/"+resourceQueue.AiCenterCode+"/"+resourceQueue.AccCardType+"/"+resourceQueue.ComputeResource] = resourceQueue.CardsTotalNum * 1 * 60 * 60 + if _, ok := cardsTotalDurationMap[resourceQueue.Cluster+"/"+resourceQueue.AiCenterCode+"/"+resourceQueue.AccCardType]; !ok { + cardsTotalDurationMap[resourceQueue.Cluster+"/"+resourceQueue.AiCenterCode+"/"+resourceQueue.AccCardType] = resourceQueue.CardsTotalNum * 1 * 60 * 60 + } else { + cardsTotalDurationMap[resourceQueue.Cluster+"/"+resourceQueue.AiCenterCode+"/"+resourceQueue.AccCardType] += resourceQueue.CardsTotalNum * 1 * 60 * 60 + } } - for centerCode, CardTypeInfo := range cloudBrainCenterCodeAndCardTypeInfo { - for cardType, cardDuration := range CardTypeInfo { - spec := specMap[centerCode+"/"+cardType] - if spec != nil { - if err := models.DeleteCloudbrainDurationStatisticHour(dayTime, hourTime, centerCode, cardType); err != nil { - log.Error("DeleteCloudbrainDurationStatisticHour failed: %v", err.Error()) - return + for centerCode, CardTypes := range cloudBrainCenterCodeAndCardTypeInfo { + for cardType, cardDuration := range CardTypes { + cloudbrainTable := cloudbrainMap[centerCode+"/"+cardType] + if cloudbrainTable != nil { + if _, err := models.GetDurationStatisticByDate(dayTime, hourTime, centerCode, cardType); err == nil { + if err := models.DeleteCloudbrainDurationStatisticHour(dayTime, hourTime, centerCode, cardType); err != nil { + log.Error("DeleteCloudbrainDurationStatisticHour failed: %v", err.Error()) + return 0 + } } - if _, ok := cardsTotalDurationMap[spec.Cluster+"/"+spec.AiCenterName+"/"+centerCode+"/"+cardType+"/"+spec.ComputeResource]; !ok { - cardsTotalDurationMap[spec.Cluster+"/"+spec.AiCenterName+"/"+centerCode+"/"+cardType+"/"+spec.ComputeResource] = 0 + + if _, ok := cardsTotalDurationMap[cloudbrainTable.Cluster+"/"+centerCode+"/"+cardType]; !ok { + cardsTotalDurationMap[cloudbrainTable.Cluster+"/"+centerCode+"/"+cardType] = 0 } cloudbrainDurationStat := models.CloudbrainDurationStatistic{ DateTime: dateTime, DayTime: dayTime, HourTime: hourTime, - Cluster: spec.Cluster, - AiCenterName: spec.AiCenterName, + Cluster: cloudbrainTable.Cluster, + AiCenterName: GetAiCenterNameByCode(centerCode, "zh-CN"), AiCenterCode: centerCode, AccCardType: cardType, - ComputeResource: spec.ComputeResource, CardsUseDuration: cardDuration, - CardsTotalDuration: cardsTotalDurationMap[spec.Cluster+"/"+spec.AiCenterName+"/"+centerCode+"/"+cardType+"/"+spec.ComputeResource], + CardsTotalDuration: cardsTotalDurationMap[cloudbrainTable.Cluster+"/"+centerCode+"/"+cardType], CreatedUnix: timeutil.TimeStampNow(), } if _, err = models.InsertCloudbrainDurationStatistic(&cloudbrainDurationStat); err != nil { log.Error("Insert cloudbrainDurationStat failed: %v", err.Error()) } - delete(cardsTotalDurationMap, spec.Cluster+"/"+spec.AiCenterName+"/"+centerCode+"/"+cardType+"/"+spec.ComputeResource) + count++ + delete(cardsTotalDurationMap, cloudbrainTable.Cluster+"/"+centerCode+"/"+cardType) } } } for key, cardsTotalDuration := range cardsTotalDurationMap { - if err := models.DeleteCloudbrainDurationStatisticHour(dayTime, hourTime, strings.Split(key, "/")[2], strings.Split(key, "/")[3]); err != nil { - log.Error("DeleteCloudbrainDurationStatisticHour failed: %v", err.Error()) - return + if _, err := models.GetDurationStatisticByDate(dayTime, hourTime, strings.Split(key, "/")[1], strings.Split(key, "/")[2]); err == nil { + if err := models.DeleteCloudbrainDurationStatisticHour(dayTime, hourTime, strings.Split(key, "/")[1], strings.Split(key, "/")[2]); err != nil { + log.Error("DeleteCloudbrainDurationStatisticHour failed: %v", err.Error()) + return 0 + } } cloudbrainDurationStat := models.CloudbrainDurationStatistic{ DateTime: dateTime, DayTime: dayTime, HourTime: hourTime, Cluster: strings.Split(key, "/")[0], - AiCenterName: strings.Split(key, "/")[1], - AiCenterCode: strings.Split(key, "/")[2], - AccCardType: strings.Split(key, "/")[3], - ComputeResource: strings.Split(key, "/")[4], + AiCenterName: GetAiCenterNameByCode(strings.Split(key, "/")[1], "zh-CN"), + AiCenterCode: strings.Split(key, "/")[1], + AccCardType: strings.Split(key, "/")[2], CardsUseDuration: 0, CardsTotalDuration: cardsTotalDuration, + CardsTotalNum: cardsTotalDuration / 1 / 60 / 60, CreatedUnix: timeutil.TimeStampNow(), } if _, err = models.InsertCloudbrainDurationStatistic(&cloudbrainDurationStat); err != nil { log.Error("Insert cloudbrainDurationStat failed: %v", err.Error()) } + count++ } log.Info("finish summary cloudbrainDurationStat") + return count +} + +func GetAiCenterNameByCode(centerCode string, language string) string { + var aiCenterName string + aiCenterInfo := cloudbrainService.GetAiCenterInfoByCenterCode(centerCode) + if aiCenterInfo != nil { + if language == "zh-CN" { + aiCenterName = aiCenterInfo.Content + } else { + aiCenterName = aiCenterInfo.ContentEN + } + } else { + aiCenterName = centerCode + } + return aiCenterName } func getcloudBrainCenterCodeAndCardTypeInfo(ciTasks []*models.CloudbrainInfo, beginTime int64, endTime int64) map[string]map[string]int { @@ -112,7 +188,7 @@ func getcloudBrainCenterCodeAndCardTypeInfo(ciTasks []*models.CloudbrainInfo, be var AccCardsNum int cloudBrainCenterCodeAndCardType := make(map[string]map[string]int) for _, cloudbrain := range ciTasks { - + cloudbrain = cloudbrainService.UpdateCloudbrainAiCenter(cloudbrain) if cloudbrain.Cloudbrain.StartTime == 0 { cloudbrain.Cloudbrain.StartTime = cloudbrain.Cloudbrain.CreatedUnix } @@ -129,41 +205,63 @@ func getcloudBrainCenterCodeAndCardTypeInfo(ciTasks []*models.CloudbrainInfo, be } else { AccCardsNum = cloudbrain.Cloudbrain.Spec.AccCardsNum } - if _, ok := cloudBrainCenterCodeAndCardType[cloudbrain.Cloudbrain.Spec.AiCenterCode]; !ok { - cloudBrainCenterCodeAndCardType[cloudbrain.Cloudbrain.Spec.AiCenterCode] = make(map[string]int) + if _, ok := cloudBrainCenterCodeAndCardType[cloudbrain.Cloudbrain.AiCenter]; !ok { + cloudBrainCenterCodeAndCardType[cloudbrain.Cloudbrain.AiCenter] = make(map[string]int) } - - if cloudbrain.Cloudbrain.Status == string(models.ModelArtsRunning) { - if _, ok := cloudBrainCenterCodeAndCardType[cloudbrain.Cloudbrain.Spec.AiCenterCode][cloudbrain.Cloudbrain.Spec.AccCardType]; !ok { - if int64(cloudbrain.Cloudbrain.StartTime) < beginTime { - cloudBrainCenterCodeAndCardType[cloudbrain.Cloudbrain.Spec.AiCenterCode][cloudbrain.Cloudbrain.Spec.AccCardType] = AccCardsNum * WorkServerNumber * (int(endTime) - int(beginTime)) + if cloudbrain.Cloudbrain.Spec != nil { + if cloudbrain.Cloudbrain.Status == string(models.ModelArtsRunning) { + if _, ok := cloudBrainCenterCodeAndCardType[cloudbrain.Cloudbrain.AiCenter][cloudbrain.Cloudbrain.Spec.AccCardType]; !ok { + if int64(cloudbrain.Cloudbrain.StartTime) < beginTime { + cloudBrainCenterCodeAndCardType[cloudbrain.Cloudbrain.AiCenter][cloudbrain.Cloudbrain.Spec.AccCardType] = AccCardsNum * WorkServerNumber * (int(endTime) - int(beginTime)) + } else if beginTime <= int64(cloudbrain.Cloudbrain.StartTime) && int64(cloudbrain.Cloudbrain.StartTime) < endTime { + cloudBrainCenterCodeAndCardType[cloudbrain.Cloudbrain.AiCenter][cloudbrain.Cloudbrain.Spec.AccCardType] = AccCardsNum * WorkServerNumber * (int(endTime) - int(cloudbrain.Cloudbrain.StartTime)) + } else if int64(cloudbrain.Cloudbrain.StartTime) >= endTime { + cloudBrainCenterCodeAndCardType[cloudbrain.Cloudbrain.AiCenter][cloudbrain.Cloudbrain.Spec.AccCardType] = 0 + } } else { - cloudBrainCenterCodeAndCardType[cloudbrain.Cloudbrain.Spec.AiCenterCode][cloudbrain.Cloudbrain.Spec.AccCardType] = AccCardsNum * WorkServerNumber * (int(endTime) - int(cloudbrain.Cloudbrain.StartTime)) + if int64(cloudbrain.Cloudbrain.StartTime) < beginTime { + cloudBrainCenterCodeAndCardType[cloudbrain.Cloudbrain.AiCenter][cloudbrain.Cloudbrain.Spec.AccCardType] += AccCardsNum * WorkServerNumber * (int(endTime) - int(beginTime)) + } else if beginTime <= int64(cloudbrain.Cloudbrain.StartTime) && int64(cloudbrain.Cloudbrain.StartTime) < endTime { + cloudBrainCenterCodeAndCardType[cloudbrain.Cloudbrain.AiCenter][cloudbrain.Cloudbrain.Spec.AccCardType] += AccCardsNum * WorkServerNumber * (int(endTime) - int(cloudbrain.Cloudbrain.StartTime)) + } else if int64(cloudbrain.Cloudbrain.StartTime) >= endTime { + cloudBrainCenterCodeAndCardType[cloudbrain.Cloudbrain.AiCenter][cloudbrain.Cloudbrain.Spec.AccCardType] += 0 + } } } else { - if int64(cloudbrain.Cloudbrain.StartTime) < beginTime { - cloudBrainCenterCodeAndCardType[cloudbrain.Cloudbrain.Spec.AiCenterCode][cloudbrain.Cloudbrain.Spec.AccCardType] += AccCardsNum * WorkServerNumber * (int(endTime) - int(beginTime)) + if _, ok := cloudBrainCenterCodeAndCardType[cloudbrain.Cloudbrain.AiCenter][cloudbrain.Cloudbrain.Spec.AccCardType]; !ok { + if int64(cloudbrain.Cloudbrain.StartTime) <= beginTime && int64(cloudbrain.Cloudbrain.EndTime) <= endTime { + cloudBrainCenterCodeAndCardType[cloudbrain.Cloudbrain.AiCenter][cloudbrain.Cloudbrain.Spec.AccCardType] = AccCardsNum * WorkServerNumber * (int(cloudbrain.Cloudbrain.EndTime) - int(beginTime)) + } else if int64(cloudbrain.Cloudbrain.StartTime) <= beginTime && int64(cloudbrain.Cloudbrain.EndTime) > endTime { + cloudBrainCenterCodeAndCardType[cloudbrain.Cloudbrain.AiCenter][cloudbrain.Cloudbrain.Spec.AccCardType] = AccCardsNum * WorkServerNumber * (int(endTime) - int(beginTime)) + } else if beginTime <= int64(cloudbrain.Cloudbrain.StartTime) && int64(cloudbrain.Cloudbrain.StartTime) <= endTime && int64(cloudbrain.Cloudbrain.EndTime) <= endTime { + cloudBrainCenterCodeAndCardType[cloudbrain.Cloudbrain.AiCenter][cloudbrain.Cloudbrain.Spec.AccCardType] = AccCardsNum * WorkServerNumber * (int(cloudbrain.Cloudbrain.EndTime) - int(cloudbrain.Cloudbrain.StartTime)) + } else if beginTime <= int64(cloudbrain.Cloudbrain.StartTime) && int64(cloudbrain.Cloudbrain.StartTime) <= endTime && int64(cloudbrain.Cloudbrain.EndTime) > endTime { + cloudBrainCenterCodeAndCardType[cloudbrain.Cloudbrain.AiCenter][cloudbrain.Cloudbrain.Spec.AccCardType] = AccCardsNum * WorkServerNumber * (int(endTime) - int(cloudbrain.Cloudbrain.StartTime)) + } } else { - cloudBrainCenterCodeAndCardType[cloudbrain.Cloudbrain.Spec.AiCenterCode][cloudbrain.Cloudbrain.Spec.AccCardType] += AccCardsNum * WorkServerNumber * (int(endTime) - int(cloudbrain.Cloudbrain.StartTime)) + if int64(cloudbrain.Cloudbrain.StartTime) <= beginTime && int64(cloudbrain.Cloudbrain.EndTime) <= endTime { + cloudBrainCenterCodeAndCardType[cloudbrain.Cloudbrain.AiCenter][cloudbrain.Cloudbrain.Spec.AccCardType] += AccCardsNum * WorkServerNumber * (int(cloudbrain.Cloudbrain.EndTime) - int(beginTime)) + } else if int64(cloudbrain.Cloudbrain.StartTime) <= beginTime && int64(cloudbrain.Cloudbrain.EndTime) > endTime { + cloudBrainCenterCodeAndCardType[cloudbrain.Cloudbrain.AiCenter][cloudbrain.Cloudbrain.Spec.AccCardType] += AccCardsNum * WorkServerNumber * (int(endTime) - int(beginTime)) + } else if beginTime <= int64(cloudbrain.Cloudbrain.StartTime) && int64(cloudbrain.Cloudbrain.StartTime) <= endTime && int64(cloudbrain.Cloudbrain.EndTime) <= endTime { + cloudBrainCenterCodeAndCardType[cloudbrain.Cloudbrain.AiCenter][cloudbrain.Cloudbrain.Spec.AccCardType] += AccCardsNum * WorkServerNumber * (int(cloudbrain.Cloudbrain.EndTime) - int(cloudbrain.Cloudbrain.StartTime)) + } else if beginTime <= int64(cloudbrain.Cloudbrain.StartTime) && int64(cloudbrain.Cloudbrain.StartTime) <= endTime && int64(cloudbrain.Cloudbrain.EndTime) > endTime { + cloudBrainCenterCodeAndCardType[cloudbrain.Cloudbrain.AiCenter][cloudbrain.Cloudbrain.Spec.AccCardType] += AccCardsNum * WorkServerNumber * (int(endTime) - int(cloudbrain.Cloudbrain.StartTime)) + } } } - } else { - if _, ok := cloudBrainCenterCodeAndCardType[cloudbrain.Cloudbrain.Spec.AiCenterCode][cloudbrain.Cloudbrain.Spec.AccCardType]; !ok { - if int64(cloudbrain.Cloudbrain.StartTime) < beginTime { - cloudBrainCenterCodeAndCardType[cloudbrain.Cloudbrain.Spec.AiCenterCode][cloudbrain.Cloudbrain.Spec.AccCardType] = AccCardsNum * WorkServerNumber * (int(cloudbrain.Cloudbrain.EndTime) - int(beginTime)) - } else { - cloudBrainCenterCodeAndCardType[cloudbrain.Cloudbrain.Spec.AiCenterCode][cloudbrain.Cloudbrain.Spec.AccCardType] = AccCardsNum * WorkServerNumber * (int(cloudbrain.Cloudbrain.EndTime) - int(cloudbrain.Cloudbrain.StartTime)) - } - } else { - if int64(cloudbrain.Cloudbrain.StartTime) < beginTime { - cloudBrainCenterCodeAndCardType[cloudbrain.Cloudbrain.Spec.AiCenterCode][cloudbrain.Cloudbrain.Spec.AccCardType] += AccCardsNum * WorkServerNumber * (int(cloudbrain.Cloudbrain.EndTime) - int(beginTime)) - } else { - cloudBrainCenterCodeAndCardType[cloudbrain.Cloudbrain.Spec.AiCenterCode][cloudbrain.Cloudbrain.Spec.AccCardType] += AccCardsNum * WorkServerNumber * (int(cloudbrain.Cloudbrain.EndTime) - int(cloudbrain.Cloudbrain.StartTime)) - } - } - } } return cloudBrainCenterCodeAndCardType } + +func CloudbrainUpdateHistoryData(ctx *context.Context) { + err := models.DeleteCloudbrainDurationStatistic() + count := UpdateDurationStatisticHistoryData() + ctx.JSON(http.StatusOK, map[string]interface{}{ + "message": 0, + "count": count, + "err": err, + }) +} diff --git a/routers/repo/dataset.go b/routers/repo/dataset.go index 16e21e43b..1f445492d 100755 --- a/routers/repo/dataset.go +++ b/routers/repo/dataset.go @@ -47,8 +47,8 @@ func newFilterPrivateAttachments(ctx *context.Context, list []*models.Attachment permission := false if !permission && ctx.User != nil { isCollaborator, _ := repo.IsCollaborator(ctx.User.ID) - isInRepoTeam,_:=repo.IsInRepoTeam(ctx.User.ID) - if isCollaborator ||isInRepoTeam { + isInRepoTeam, _ := repo.IsInRepoTeam(ctx.User.ID) + if isCollaborator || isInRepoTeam { log.Info("Collaborator user may visit the attach.") permission = true } @@ -349,96 +349,6 @@ func DatasetAction(ctx *context.Context) { } -func CurrentRepoDataset(ctx *context.Context) { - page := ctx.QueryInt("page") - cloudbrainType := ctx.QueryInt("type") - keyword := strings.Trim(ctx.Query("q"), " ") - - repo := ctx.Repo.Repository - var datasetIDs []int64 - dataset, err := models.GetDatasetByRepo(repo) - if err != nil { - ctx.JSON(http.StatusOK, models.BaseErrorMessage(ctx.Tr("GetDatasetByRepo failed", err))) - return - } - datasetIDs = append(datasetIDs, dataset.ID) - datasets, count, err := models.Attachments(&models.AttachmentsOptions{ - ListOptions: models.ListOptions{ - Page: page, - PageSize: setting.UI.DatasetPagingNum, - }, - Keyword: keyword, - NeedDatasetIDs: true, - DatasetIDs: datasetIDs, - Type: cloudbrainType, - NeedIsPrivate: false, - JustNeedZipFile: true, - NeedRepoInfo: true, - }) - if err != nil { - ctx.ServerError("datasets", err) - return - } - - data, err := json.Marshal(datasets) - if err != nil { - log.Error("json.Marshal failed:", err.Error()) - ctx.JSON(200, map[string]string{ - "result_code": "-1", - "error_msg": err.Error(), - "data": "", - }) - return - } - ctx.JSON(200, map[string]string{ - "result_code": "0", - "data": string(data), - "count": strconv.FormatInt(count, 10), - }) -} - -func MyDatasets(ctx *context.Context) { - page := ctx.QueryInt("page") - cloudbrainType := ctx.QueryInt("type") - keyword := strings.Trim(ctx.Query("q"), " ") - - uploaderID := ctx.User.ID - datasets, count, err := models.Attachments(&models.AttachmentsOptions{ - ListOptions: models.ListOptions{ - Page: page, - PageSize: setting.UI.DatasetPagingNum, - }, - Keyword: keyword, - NeedDatasetIDs: false, - UploaderID: uploaderID, - Type: cloudbrainType, - NeedIsPrivate: false, - JustNeedZipFile: true, - NeedRepoInfo: true, - RecommendOnly: ctx.QueryBool("recommend"), - }) - if err != nil { - ctx.ServerError("datasets", err) - return - } - - data, err := json.Marshal(datasets) - if err != nil { - log.Error("json.Marshal failed:", err.Error()) - ctx.JSON(200, map[string]string{ - "result_code": "-1", - "error_msg": err.Error(), - "data": "", - }) - return - } - ctx.JSON(200, map[string]string{ - "result_code": "0", - "data": string(data), - "count": strconv.FormatInt(count, 10), - }) -} - func datasetMultiple(ctx *context.Context, opts *models.SearchDatasetOptions) { page := ctx.QueryInt("page") keyword := strings.Trim(ctx.Query("q"), " ") @@ -593,180 +503,6 @@ func ReferenceDatasetData(ctx *context.Context) { } -func PublicDataset(ctx *context.Context) { - page := ctx.QueryInt("page") - cloudbrainType := ctx.QueryInt("type") - keyword := strings.Trim(ctx.Query("q"), " ") - - datasets, count, err := models.Attachments(&models.AttachmentsOptions{ - ListOptions: models.ListOptions{ - Page: page, - PageSize: setting.UI.DatasetPagingNum, - }, - Keyword: keyword, - NeedDatasetIDs: false, - NeedIsPrivate: true, - IsPrivate: false, - Type: cloudbrainType, - JustNeedZipFile: true, - NeedRepoInfo: true, - RecommendOnly: ctx.QueryBool("recommend"), - }) - if err != nil { - ctx.ServerError("datasets", err) - return - } - - data, err := json.Marshal(datasets) - if err != nil { - log.Error("json.Marshal failed:", err.Error()) - ctx.JSON(200, map[string]string{ - "result_code": "-1", - "error_msg": err.Error(), - "data": "", - }) - return - } - ctx.JSON(200, map[string]string{ - "result_code": "0", - "data": string(data), - "count": strconv.FormatInt(count, 10), - }) -} - -func MyFavoriteDataset(ctx *context.Context) { - UserId := ctx.User.ID - cloudbrainType := ctx.QueryInt("type") - keyword := strings.Trim(ctx.Query("q"), " ") - var NotColDatasetIDs []int64 - var IsColDatasetIDs []int64 - datasetStars, err := models.GetDatasetStarByUser(ctx.User) - if err != nil { - ctx.JSON(http.StatusOK, models.BaseErrorMessage(ctx.Tr("GetDatasetStarByUser failed", err))) - log.Error("GetDatasetStarByUser failed:", err.Error()) - ctx.JSON(200, map[string]string{ - "result_code": "-1", - "error_msg": err.Error(), - "data": "", - }) - return - } - //If the dataset has been deleted, it will not be counted - for _, datasetStar := range datasetStars { - IsExist, repo, dataset, err := IsDatasetStarExist(datasetStar) - if err != nil { - log.Error("IsDatasetStarExist error:", err.Error()) - } - if IsExist { - DatasetIsCollaborator := DatasetIsCollaborator(ctx, dataset) - if repo.OwnerID == ctx.User.ID || DatasetIsCollaborator { - IsColDatasetIDs = append(IsColDatasetIDs, datasetStar.DatasetID) - } else { - NotColDatasetIDs = append(NotColDatasetIDs, datasetStar.DatasetID) - } - } - } - - NotColDatasets, NotColcount, err := models.Attachments(&models.AttachmentsOptions{ - Keyword: keyword, - NeedDatasetIDs: true, - DatasetIDs: NotColDatasetIDs, - NeedIsPrivate: true, - IsPrivate: false, - Type: cloudbrainType, - JustNeedZipFile: true, - NeedRepoInfo: true, - RecommendOnly: ctx.QueryBool("recommend"), - UserId: UserId, - }) - if err != nil { - ctx.ServerError("datasets", err) - return - } - //If is collaborator, there is no need to determine whether the dataset is private or public - IsColDatasets, IsColcount, err := models.Attachments(&models.AttachmentsOptions{ - Keyword: keyword, - NeedDatasetIDs: true, - DatasetIDs: IsColDatasetIDs, - NeedIsPrivate: false, - Type: cloudbrainType, - JustNeedZipFile: true, - NeedRepoInfo: true, - RecommendOnly: ctx.QueryBool("recommend"), - UserId: UserId, - }) - if err != nil { - ctx.ServerError("datasets", err) - return - } - for _, NotColDataset := range NotColDatasets { - IsColDatasets = append(IsColDatasets, NotColDataset) - } - datasets := IsColDatasets - count := NotColcount + IsColcount - sort.Slice(datasets, func(i, j int) bool { - return datasets[i].Attachment.CreatedUnix > datasets[j].Attachment.CreatedUnix - }) - - page := ctx.QueryInt("page") - if page <= 0 { - page = 1 - } - pagesize := ctx.QueryInt("pagesize") - if pagesize <= 0 { - pagesize = 5 - } - pageDatasetsInfo := getPageDatasets(datasets, page, pagesize) - if pageDatasetsInfo == nil { - ctx.JSON(200, map[string]string{ - "result_code": "0", - "data": "[]", - "count": strconv.FormatInt(count, 10), - }) - return - } - data, err := json.Marshal(pageDatasetsInfo) - log.Info("data:", data) - if err != nil { - log.Error("json.Marshal failed:", err.Error()) - ctx.JSON(200, map[string]string{ - "result_code": "-1", - "error_msg": err.Error(), - "data": "", - }) - return - } - ctx.JSON(200, map[string]string{ - "result_code": "0", - "data": string(data), - "count": strconv.FormatInt(count, 10), - }) - -} -func getPageDatasets(AttachmentInfos []*models.AttachmentInfo, page int, pagesize int) []*models.AttachmentInfo { - begin := (page - 1) * pagesize - end := (page) * pagesize - - if begin > len(AttachmentInfos)-1 { - return nil - } - if end > len(AttachmentInfos)-1 { - return AttachmentInfos[begin:] - } else { - return AttachmentInfos[begin:end] - } - -} -func getTotalPage(total int64, pageSize int) int { - - another := 0 - if int(total)%pageSize != 0 { - another = 1 - } - return int(total)/pageSize + another - -} - func GetDatasetStatus(ctx *context.Context) { var ( @@ -791,55 +527,3 @@ func GetDatasetStatus(ctx *context.Context) { "AttachmentStatus": fmt.Sprint(attachment.DecompressState), }) } -func DatasetIsCollaborator(ctx *context.Context, dataset *models.Dataset) bool { - repo, err := models.GetRepositoryByID(dataset.RepoID) - if err != nil { - log.Error("query repo error:", err.Error()) - } else { - repo.GetOwner() - if ctx.User != nil { - if repo.Owner.IsOrganization() { - org := repo.Owner - org.Teams, err = org.GetUserTeams(ctx.User.ID) - if err != nil { - log.Error("GetUserTeams error:", err.Error()) - return false - } - if org.IsUserPartOfOrg(ctx.User.ID) { - for _, t := range org.Teams { - if t.IsMember(ctx.User.ID) && t.HasRepository(repo.ID) { - return true - } - } - isOwner, _ := models.IsOrganizationOwner(repo.OwnerID, ctx.User.ID) - if isOwner { - return isOwner - } - return false - } - } - - isCollaborator, _ := repo.IsCollaborator(ctx.User.ID) - if isCollaborator { - return true - } - } - } - - return false -} -func IsDatasetStarExist(datasetStar *models.DatasetStar) (bool, *models.Repository, *models.Dataset, error) { - dataset, err := models.GetDatasetByID(datasetStar.DatasetID) - if err != nil { - log.Error("query dataset error:", err.Error()) - return false, nil, nil, err - } else { - repo, err := models.GetRepositoryByID(dataset.RepoID) - if err != nil { - log.Error("GetRepositoryByID error:", err.Error()) - return false, nil, nil, err - } - return true, repo, dataset, nil - } - -} diff --git a/routers/repo/grampus.go b/routers/repo/grampus.go index 4718fe04f..de7bb454d 100755 --- a/routers/repo/grampus.go +++ b/routers/repo/grampus.go @@ -1,7 +1,6 @@ package repo import ( - "code.gitea.io/gitea/modules/urfs_client/urchin" "encoding/json" "errors" "fmt" @@ -13,6 +12,9 @@ import ( "strings" "time" + "code.gitea.io/gitea/modules/urfs_client/urchin" + "code.gitea.io/gitea/routers/response" + "code.gitea.io/gitea/services/cloudbrain/cloudbrainTask" "code.gitea.io/gitea/modules/dataset" @@ -474,7 +476,7 @@ func grampusTrainJobGpuCreate(ctx *context.Context, form auth.CreateGrampusTrain } - err = grampus.GenerateTrainJob(ctx, req) + _, err = grampus.GenerateTrainJob(ctx, req) if err != nil { log.Error("GenerateTrainJob failed:%v", err.Error(), ctx.Data["MsgID"]) grampusTrainJobNewDataPrepare(ctx, grampus.ProcessorTypeGPU) @@ -509,28 +511,6 @@ func GrampusTrainJobVersionCreate(ctx *context.Context, form auth.CreateGrampusT } -func checkSpecialPool(ctx *context.Context, resourceType string) string { - grampus.InitSpecialPool() - if grampus.SpecialPools != nil { - for _, pool := range grampus.SpecialPools.Pools { - - if pool.IsExclusive && pool.Type == resourceType { - - org, _ := models.GetOrgByName(pool.Org) - if org != nil { - isOrgMember, _ := models.IsOrganizationMember(org.ID, ctx.User.ID) - if !isOrgMember { - return ctx.Tr("repo.grampus.no_operate_right") - } - } - } - - } - - } - return "" -} - func GrampusTrainJobNpuCreate(ctx *context.Context, form auth.CreateGrampusTrainJobForm) { ctx.Data["IsCreate"] = true grampusTrainJobNpuCreate(ctx, form) @@ -733,7 +713,7 @@ func grampusTrainJobNpuCreate(ctx *context.Context, form auth.CreateGrampusTrain req.PreTrainModelPath = preTrainModelPath } - err = grampus.GenerateTrainJob(ctx, req) + _, err = grampus.GenerateTrainJob(ctx, req) if err != nil { log.Error("GenerateTrainJob failed:%v", err.Error()) grampusTrainJobNewDataPrepare(ctx, grampus.ProcessorTypeNPU) @@ -885,10 +865,10 @@ func GrampusTrainJobShow(ctx *context.Context) { } } } - err = models.UpdateJob(task) - if err != nil { - log.Error("UpdateJob failed:" + err.Error()) - } + } + err = models.UpdateJob(task) + if err != nil { + log.Error("UpdateJob failed:" + err.Error()) } } } @@ -960,15 +940,14 @@ func GrampusGetLog(ctx *context.Context) { content, err := grampus.GetTrainJobLog(job.JobID) if err != nil { log.Error("GetTrainJobLog failed: %v", err, ctx.Data["MsgID"]) - ctx.ServerError(err.Error(), err) + ctx.JSON(http.StatusOK, map[string]interface{}{ + "JobName": job.JobName, + "Content": "", + "CanLogDownload": false, + }) return } - var canLogDownload bool - if err != nil { - canLogDownload = false - } else { - canLogDownload = true - } + canLogDownload := err == nil && job.IsUserHasRight(ctx.User) ctx.JSON(http.StatusOK, map[string]interface{}{ "JobName": job.JobName, "Content": content, @@ -978,6 +957,28 @@ func GrampusGetLog(ctx *context.Context) { return } +func GrampusMetrics(ctx *context.Context) { + jobID := ctx.Params(":jobid") + job, err := models.GetCloudbrainByJobID(jobID) + if err != nil { + log.Error("GetCloudbrainByJobID failed: %v", err, ctx.Data["MsgID"]) + ctx.ServerError(err.Error(), err) + return + } + + result, err := grampus.GetGrampusMetrics(job.JobID) + if err != nil { + log.Error("GetTrainJobLog failed: %v", err, ctx.Data["MsgID"]) + } + ctx.JSON(http.StatusOK, map[string]interface{}{ + "JobID": jobID, + "Interval": result.Interval, + "MetricsInfo": result.MetricsInfo, + }) + + return +} + func generateCommand(repoName, processorType, codeRemotePath, dataRemotePath, bootFile, paramSrc, outputRemotePath, datasetName, pretrainModelPath, pretrainModelFileName, modelRemoteObsUrl string) (string, error) { var command string @@ -1003,7 +1004,7 @@ func generateCommand(repoName, processorType, codeRemotePath, dataRemotePath, bo if processorType == grampus.ProcessorTypeNPU { //no need to process } else if processorType == grampus.ProcessorTypeGPU { - unZipDatasetCommand := generateDatasetUnzipCommand(datasetName) + unZipDatasetCommand := cloudbrainTask.GenerateDatasetUnzipCommand(datasetName) commandUnzip := "cd " + workDir + "code;unzip -q master.zip;rm -f master.zip;echo \"start to unzip dataset\";cd " + workDir + "dataset;" + unZipDatasetCommand command += commandUnzip } @@ -1077,31 +1078,6 @@ func processPretrainModelParameter(pretrainModelPath string, pretrainModelFileNa return commandDownloadTemp } -func generateDatasetUnzipCommand(datasetName string) string { - var unZipDatasetCommand string - - datasetNameArray := strings.Split(datasetName, ";") - if len(datasetNameArray) == 1 { //单数据集 - unZipDatasetCommand = "unzip -q '" + datasetName + "';" - if strings.HasSuffix(datasetNameArray[0], ".tar.gz") { - unZipDatasetCommand = "tar --strip-components=1 -zxvf '" + datasetName + "';" - } - unZipDatasetCommand += "rm -f '" + datasetName + "';" - - } else { //多数据集 - for _, datasetNameTemp := range datasetNameArray { - if strings.HasSuffix(datasetNameTemp, ".tar.gz") { - unZipDatasetCommand = unZipDatasetCommand + "tar -zxvf '" + datasetNameTemp + "';" - } else { - unZipDatasetCommand = unZipDatasetCommand + "unzip -q '" + datasetNameTemp + "' -d './" + strings.TrimSuffix(datasetNameTemp, ".zip") + "';" - } - unZipDatasetCommand += "rm -f '" + datasetNameTemp + "';" - } - - } - return unZipDatasetCommand -} - func downloadZipCode(ctx *context.Context, codePath, branchName string) error { archiveType := git.ZIP archivePath := codePath @@ -1149,3 +1125,38 @@ func downloadZipCode(ctx *context.Context, codePath, branchName string) error { return nil } +func HandleTaskWithAiCenter(ctx *context.Context) { + log.Info("HandleTaskWithAiCenter start") + updateCounts := 0 + cloudBrains, err := models.GetC2NetWithAiCenterWrongJob() + if err != nil { + log.Error("GetC2NetWithAiCenterWrongJob failed:" + err.Error()) + return + } + if len(cloudBrains) == 0 { + log.Info("HandleC2NetWithAiCenterWrongJob:no task need handle") + return + } + cloudBrainCounts := len(cloudBrains) + for _, task := range cloudBrains { + result, err := grampus.GetJob(task.JobID) + if err != nil { + log.Error("GetJob failed:" + err.Error()) + continue + } + if len(result.JobInfo.Tasks) != 0 { + if len(result.JobInfo.Tasks[0].CenterID) == 1 && len(result.JobInfo.Tasks[0].CenterName) == 1 { + task.AiCenter = result.JobInfo.Tasks[0].CenterID[0] + "+" + result.JobInfo.Tasks[0].CenterName[0] + } + err = models.UpdateJob(task) + if err != nil { + log.Error("UpdateJob failed:" + err.Error()) + } + updateCounts++ + } + } + r := make(map[string]interface{}, 0) + r["cloudBrainCounts"] = cloudBrainCounts + r["updateCounts"] = updateCounts + ctx.JSON(http.StatusOK, response.SuccessWithData(r)) +} diff --git a/routers/repo/modelarts.go b/routers/repo/modelarts.go index be59b0f3f..fabf7e555 100755 --- a/routers/repo/modelarts.go +++ b/routers/repo/modelarts.go @@ -1230,7 +1230,7 @@ func TrainJobCreate(ctx *context.Context, form auth.CreateModelArtsTrainJobForm) return } - err = modelarts.GenerateTrainJob(ctx, req) + _, err = modelarts.GenerateTrainJob(ctx, req) if err != nil { log.Error("GenerateTrainJob failed:%v", err.Error()) trainJobNewDataPrepare(ctx) @@ -2205,7 +2205,7 @@ func InferenceJobCreate(ctx *context.Context, form auth.CreateModelArtsInference req.UserCommand = userCommand req.UserImageUrl = userImageUrl - err = modelarts.GenerateInferenceJob(ctx, req) + _, err = modelarts.GenerateInferenceJob(ctx, req) if err != nil { log.Error("GenerateTrainJob failed:%v", err.Error()) inferenceJobErrorNewDataPrepare(ctx, form) diff --git a/routers/response/api_response.go b/routers/response/api_response.go new file mode 100644 index 000000000..5cc6ff78e --- /dev/null +++ b/routers/response/api_response.go @@ -0,0 +1,30 @@ +package response + +type AiforgeOuterResponse struct { + Code int `json:"code"` + Msg string `json:"msg"` + Data interface{} `json:"data"` +} + +func OuterSuccess() *AiforgeOuterResponse { + return &AiforgeOuterResponse{Code: RESPONSE_CODE_SUCCESS, Msg: RESPONSE_MSG_SUCCESS} +} + +func OuterError(code int, msg string) *AiforgeOuterResponse { + return &AiforgeOuterResponse{Code: code, Msg: msg} +} + +func OuterServerError(msg string) *AiforgeOuterResponse { + return &AiforgeOuterResponse{Code: RESPONSE_CODE_ERROR_DEFAULT, Msg: msg} +} + +func OuterBizError(err *BizError) *AiforgeOuterResponse { + return &AiforgeOuterResponse{Code: err.Code, Msg: err.Err} +} + +func OuterSuccessWithData(data interface{}) *AiforgeOuterResponse { + return &AiforgeOuterResponse{Code: RESPONSE_CODE_SUCCESS, Msg: RESPONSE_MSG_SUCCESS, Data: data} +} +func OuterErrorWithData(code int, msg string, data interface{}) *AiforgeOuterResponse { + return &AiforgeOuterResponse{Code: code, Msg: msg, Data: data} +} diff --git a/routers/response/response.go b/routers/response/response.go index ccd6be445..ff654e5dc 100644 --- a/routers/response/response.go +++ b/routers/response/response.go @@ -24,10 +24,14 @@ func ServerError(msg string) *AiforgeResponse { return &AiforgeResponse{Code: RESPONSE_CODE_ERROR_DEFAULT, Msg: msg} } -func ResponseError(err *BizError) *AiforgeResponse { +func ResponseBizError(err *BizError) *AiforgeResponse { return &AiforgeResponse{Code: err.Code, Msg: err.Err} } +func ResponseError(err error) *AiforgeResponse { + return &AiforgeResponse{Code: RESPONSE_CODE_ERROR_DEFAULT, Msg: err.Error()} +} + func SuccessWithData(data interface{}) *AiforgeResponse { return &AiforgeResponse{Code: RESPONSE_CODE_SUCCESS, Msg: RESPONSE_MSG_SUCCESS, Data: data} } diff --git a/routers/response/response_list.go b/routers/response/response_list.go index bc44e9d68..2fb9effb3 100644 --- a/routers/response/response_list.go +++ b/routers/response/response_list.go @@ -1,6 +1,7 @@ package response -//repo response +var PARAM_ERROR = &BizError{Code: 9001, Err: "param error"} + var RESOURCE_QUEUE_NOT_AVAILABLE = &BizError{Code: 1001, Err: "resource queue not available"} var SPECIFICATION_NOT_EXIST = &BizError{Code: 1002, Err: "specification not exist"} var SPECIFICATION_NOT_AVAILABLE = &BizError{Code: 1003, Err: "specification not available"} @@ -11,4 +12,3 @@ var BADGES_STILL_HAS_USERS = &BizError{Code: 1005, Err: "Please delete users of //common response var SYSTEM_ERROR = &BizError{Code: 9009, Err: "System error.Please try again later"} var INSUFFICIENT_PERMISSION = &BizError{Code: 9003, Err: "insufficient permissions"} -var PARAM_ERROR = &BizError{Code: 9001, Err: "param error permissions"} diff --git a/routers/routes/routes.go b/routers/routes/routes.go index fd8b274e6..2b361b507 100755 --- a/routers/routes/routes.go +++ b/routers/routes/routes.go @@ -645,6 +645,7 @@ func RegisterRoutes(m *macaron.Macaron) { m.Group("/specification", func() { m.Get("", admin.GetSpecificationPage) m.Get("/list", admin.GetResourceSpecificationList) + m.Get("/list/all", admin.GetAllResourceSpecificationList) m.Get("/scenes/:id", admin.GetResourceSpecificationScenes) m.Post("/grampus/sync", admin.SyncGrampusSpecs) m.Post("/add", binding.Bind(models.ResourceSpecificationReq{}), admin.AddResourceSpecification) @@ -728,6 +729,13 @@ func RegisterRoutes(m *macaron.Macaron) { m.Post("/complete_multipart", repo.CompleteMultipart) }) + m.Group("/attachments/model", func() { + m.Get("/get_chunks", repo.GetModelChunks) + m.Get("/new_multipart", repo.NewModelMultipart) + m.Get("/get_multipart_url", repo.GetModelMultipartUploadUrl) + m.Post("/complete_multipart", repo.CompleteModelMultipart) + }) + m.Group("/attachments", func() { m.Get("/public/query", repo.QueryAllPublicDataset) m.Get("/private/:username", repo.QueryPrivateDataset) @@ -1127,10 +1135,6 @@ func RegisterRoutes(m *macaron.Macaron) { m.Get("/edit/:id", reqRepoDatasetWriter, repo.EditDataset) m.Post("/reference_datasets", reqRepoDatasetWriterJson, bindIgnErr(auth.ReferenceDatasetForm{}), repo.ReferenceDatasetPost) m.Post("/edit", reqRepoDatasetWriter, bindIgnErr(auth.EditDatasetForm{}), repo.EditDatasetPost) - m.Get("/current_repo", repo.CurrentRepoDataset) - m.Get("/my_datasets", repo.MyDatasets) - m.Get("/public_datasets", repo.PublicDataset) - m.Get("/my_favorite", repo.MyFavoriteDataset) m.Get("/current_repo_m", repo.CurrentRepoDatasetMultiple) m.Get("/my_datasets_m", repo.MyDatasetsMultiple) @@ -1232,6 +1236,12 @@ func RegisterRoutes(m *macaron.Macaron) { }) }, context.RepoRef()) m.Group("/modelmanage", func() { + m.Get("/create_local_model_1", repo.CreateLocalModel) + m.Get("/create_local_model_2", repo.CreateLocalModelForUpload) + m.Get("/create_online_model", repo.CreateOnlineModel) + m.Post("/create_local_model", repo.SaveLocalModel) + m.Delete("/delete_model_file", repo.DeleteModelFile) + m.Post("/create_model", repo.SaveModel) m.Post("/create_model_convert", reqWechatBind, reqRepoModelManageWriter, repo.SaveModelConvert) m.Post("/create_new_model", repo.SaveNewNameModel) @@ -1491,6 +1501,12 @@ func RegisterRoutes(m *macaron.Macaron) { m.Get("/record/list", point.GetPointRecordList) }, reqSignIn) + m.Group("/resources", func() { + m.Group("/queue", func() { + m.Get("/centers", admin.GetResourceAiCenters) + }) + }) + if setting.API.EnableSwagger { m.Get("/swagger.v1.json", templates.JSONRenderer(), routers.SwaggerV1Json) } diff --git a/routers/user/home.go b/routers/user/home.go index b6ab28f95..62b0357ad 100755 --- a/routers/user/home.go +++ b/routers/user/home.go @@ -23,6 +23,8 @@ import ( "code.gitea.io/gitea/modules/modelarts" "code.gitea.io/gitea/modules/setting" "code.gitea.io/gitea/modules/util" + "code.gitea.io/gitea/routers/repo" + cloudbrainService "code.gitea.io/gitea/services/cloudbrain" issue_service "code.gitea.io/gitea/services/issue" pull_service "code.gitea.io/gitea/services/pull" @@ -837,6 +839,8 @@ func Cloudbrains(ctx *context.Context) { } models.LoadSpecs4CloudbrainInfo(ciTasks) for i, _ := range ciTasks { + ciTasks[i] = cloudbrainService.UpdateCloudbrainAiCenter(ciTasks[i]) + ciTasks[i].Cloudbrain.AiCenter = repo.GetAiCenterNameByCode(ciTasks[i].Cloudbrain.AiCenter, ctx.Language()) ciTasks[i].CanDebug = true ciTasks[i].CanDel = true ciTasks[i].Cloudbrain.ComputeResource = ciTasks[i].ComputeResource diff --git a/routers/user/notification.go b/routers/user/notification.go index 0fd6df007..d66e893a4 100644 --- a/routers/user/notification.go +++ b/routers/user/notification.go @@ -132,11 +132,11 @@ func getNotifications(c *context.Context) { } c.Data["Title"] = c.Tr("notifications") - //c.Data["Keyword"] = keyword + c.Data["Type"] = keyword c.Data["Status"] = status c.Data["Notifications"] = notifications - pager.SetDefaultParams(c) + pager.AddParam(c, "q", "Type") c.Data["Page"] = pager } diff --git a/services/cloudbrain/cloudbrainTask/count.go b/services/cloudbrain/cloudbrainTask/count.go index a9b254618..985706911 100644 --- a/services/cloudbrain/cloudbrainTask/count.go +++ b/services/cloudbrain/cloudbrainTask/count.go @@ -14,28 +14,28 @@ type StatusInfo struct { ComputeResource string } -var cloudbrainOneNotFinalStatuses = []string{string(models.JobWaiting), string(models.JobRunning)} -var cloudbrainTwoNotFinalStatuses = []string{string(models.ModelArtsTrainJobInit), string(models.ModelArtsTrainJobImageCreating), string(models.ModelArtsTrainJobSubmitTrying), string(models.ModelArtsTrainJobWaiting), string(models.ModelArtsTrainJobRunning), string(models.ModelArtsTrainJobScaling), string(models.ModelArtsTrainJobCheckInit), string(models.ModelArtsTrainJobCheckRunning), string(models.ModelArtsTrainJobCheckRunningCompleted)} -var grampusTwoNotFinalStatuses = []string{models.GrampusStatusWaiting, models.GrampusStatusRunning} +var CloudbrainOneNotFinalStatuses = []string{string(models.JobWaiting), string(models.JobRunning)} +var CloudbrainTwoNotFinalStatuses = []string{string(models.ModelArtsTrainJobInit), string(models.ModelArtsTrainJobImageCreating), string(models.ModelArtsTrainJobSubmitTrying), string(models.ModelArtsTrainJobWaiting), string(models.ModelArtsTrainJobRunning), string(models.ModelArtsTrainJobScaling), string(models.ModelArtsTrainJobCheckInit), string(models.ModelArtsTrainJobCheckRunning), string(models.ModelArtsTrainJobCheckRunningCompleted)} +var GrampusNotFinalStatuses = []string{models.GrampusStatusWaiting, models.GrampusStatusRunning} var StatusInfoDict = map[string]StatusInfo{string(models.JobTypeDebug) + "-" + strconv.Itoa(models.TypeCloudBrainOne): { CloudBrainTypes: []int{models.TypeCloudBrainOne}, JobType: []models.JobType{models.JobTypeDebug}, - NotFinalStatuses: cloudbrainOneNotFinalStatuses, + NotFinalStatuses: CloudbrainOneNotFinalStatuses, ComputeResource: models.GPUResource, }, string(models.JobTypeTrain) + "-" + strconv.Itoa(models.TypeCloudBrainOne): { CloudBrainTypes: []int{models.TypeCloudBrainOne}, JobType: []models.JobType{models.JobTypeTrain}, - NotFinalStatuses: cloudbrainOneNotFinalStatuses, + NotFinalStatuses: CloudbrainOneNotFinalStatuses, ComputeResource: models.GPUResource, }, string(models.JobTypeInference) + "-" + strconv.Itoa(models.TypeCloudBrainOne): { CloudBrainTypes: []int{models.TypeCloudBrainOne}, JobType: []models.JobType{models.JobTypeInference}, - NotFinalStatuses: cloudbrainOneNotFinalStatuses, + NotFinalStatuses: CloudbrainOneNotFinalStatuses, ComputeResource: models.GPUResource, }, string(models.JobTypeBenchmark) + "-" + strconv.Itoa(models.TypeCloudBrainOne): { CloudBrainTypes: []int{models.TypeCloudBrainOne}, JobType: []models.JobType{models.JobTypeBenchmark, models.JobTypeBrainScore, models.JobTypeSnn4imagenet}, - NotFinalStatuses: cloudbrainOneNotFinalStatuses, + NotFinalStatuses: CloudbrainOneNotFinalStatuses, ComputeResource: models.GPUResource, }, string(models.JobTypeDebug) + "-" + strconv.Itoa(models.TypeCloudBrainTwo): { CloudBrainTypes: []int{models.TypeCloudBrainTwo, models.TypeCDCenter}, @@ -45,22 +45,22 @@ var StatusInfoDict = map[string]StatusInfo{string(models.JobTypeDebug) + "-" + s }, string(models.JobTypeTrain) + "-" + strconv.Itoa(models.TypeCloudBrainTwo): { CloudBrainTypes: []int{models.TypeCloudBrainTwo}, JobType: []models.JobType{models.JobTypeTrain}, - NotFinalStatuses: cloudbrainTwoNotFinalStatuses, + NotFinalStatuses: CloudbrainTwoNotFinalStatuses, ComputeResource: models.NPUResource, }, string(models.JobTypeInference) + "-" + strconv.Itoa(models.TypeCloudBrainTwo): { CloudBrainTypes: []int{models.TypeCloudBrainTwo}, JobType: []models.JobType{models.JobTypeInference}, - NotFinalStatuses: cloudbrainTwoNotFinalStatuses, + NotFinalStatuses: CloudbrainTwoNotFinalStatuses, ComputeResource: models.NPUResource, }, string(models.JobTypeTrain) + "-" + strconv.Itoa(models.TypeC2Net) + "-" + models.GPUResource: { CloudBrainTypes: []int{models.TypeC2Net}, JobType: []models.JobType{models.JobTypeTrain}, - NotFinalStatuses: grampusTwoNotFinalStatuses, + NotFinalStatuses: GrampusNotFinalStatuses, ComputeResource: models.GPUResource, }, string(models.JobTypeTrain) + "-" + strconv.Itoa(models.TypeC2Net) + "-" + models.NPUResource: { CloudBrainTypes: []int{models.TypeC2Net}, JobType: []models.JobType{models.JobTypeTrain}, - NotFinalStatuses: grampusTwoNotFinalStatuses, + NotFinalStatuses: GrampusNotFinalStatuses, ComputeResource: models.NPUResource, }} @@ -71,7 +71,7 @@ func GetNotFinalStatusTaskCount(uid int64, cloudbrainType int, jobType string, c } key := jobNewType + "-" + strconv.Itoa(cloudbrainType) - if len(computeResource) > 0 { + if len(computeResource) > 0 && cloudbrainType == models.TypeC2Net { key = key + "-" + computeResource[0] } diff --git a/services/cloudbrain/cloudbrainTask/inference.go b/services/cloudbrain/cloudbrainTask/inference.go new file mode 100644 index 000000000..21b271e63 --- /dev/null +++ b/services/cloudbrain/cloudbrainTask/inference.go @@ -0,0 +1,631 @@ +package cloudbrainTask + +import ( + "bufio" + "encoding/json" + "errors" + "fmt" + "io" + "io/ioutil" + "net/http" + "os" + "path" + "strconv" + "strings" + "unicode/utf8" + + "code.gitea.io/gitea/modules/modelarts" + + "code.gitea.io/gitea/modules/git" + + api "code.gitea.io/gitea/modules/structs" + + "code.gitea.io/gitea/models" + "code.gitea.io/gitea/modules/cloudbrain" + "code.gitea.io/gitea/modules/context" + "code.gitea.io/gitea/modules/log" + "code.gitea.io/gitea/modules/redis/redis_key" + "code.gitea.io/gitea/modules/redis/redis_lock" + "code.gitea.io/gitea/modules/setting" + "code.gitea.io/gitea/modules/storage" + "code.gitea.io/gitea/modules/util" + "code.gitea.io/gitea/services/cloudbrain/resource" + "code.gitea.io/gitea/services/reward/point/account" +) + +const CLONE_FILE_PREFIX = "file:///" + +func CloudBrainInferenceJobCreate(ctx *context.Context, option api.CreateTrainJobOption) { + + displayJobName := option.DisplayJobName + jobName := util.ConvertDisplayJobNameToJobName(displayJobName) + image := strings.TrimSpace(option.Image) + uuid := option.Attachment + jobType := string(models.JobTypeInference) + codePath := setting.JobPath + jobName + cloudbrain.CodeMountPath + branchName := option.BranchName + bootFile := strings.TrimSpace(option.BootFile) + labelName := option.LabelName + repo := ctx.Repo.Repository + + lock := redis_lock.NewDistributeLock(redis_key.CloudbrainBindingJobNameKey(fmt.Sprint(repo.ID), jobType, displayJobName)) + defer lock.UnLock() + isOk, err := lock.Lock(models.CloudbrainKeyDuration) + if !isOk { + log.Error("lock processed failed:%v", err, ctx.Data["MsgID"]) + + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(ctx.Tr("repo.cloudbrain_samejob_err"))) + return + } + + ckptUrl := setting.Attachment.Minio.RealPath + option.PreTrainModelUrl + option.CkptName + log.Info("ckpt url:" + ckptUrl) + command, err := getInferenceJobCommand(option) + if err != nil { + log.Error("getTrainJobCommand failed: %v", err) + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(err.Error())) + return + } + + tasks, err := models.GetCloudbrainsByDisplayJobName(repo.ID, jobType, displayJobName) + if err == nil { + if len(tasks) != 0 { + log.Error("the job name did already exist", ctx.Data["MsgID"]) + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi("the job name did already exist")) + return + } + } else { + if !models.IsErrJobNotExist(err) { + log.Error("system error, %v", err, ctx.Data["MsgID"]) + + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi("system error")) + return + } + } + + if !jobNamePattern.MatchString(displayJobName) { + + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(ctx.Tr("repo.cloudbrain_jobname_err"))) + return + } + + bootFileExist, err := ctx.Repo.FileExists(bootFile, branchName) + if err != nil || !bootFileExist { + log.Error("Get bootfile error:", err, ctx.Data["MsgID"]) + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(ctx.Tr("repo.cloudbrain_bootfile_err"))) + return + } + + count, err := GetNotFinalStatusTaskCount(ctx.User.ID, models.TypeCloudBrainOne, jobType) + if err != nil { + log.Error("GetCloudbrainCountByUserID failed:%v", err, ctx.Data["MsgID"]) + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi("system error")) + return + } else { + if count >= 1 { + log.Error("the user already has running or waiting task", ctx.Data["MsgID"]) + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(ctx.Tr("repo.cloudbrain.morethanonejob"))) + return + } + } + + if branchName == "" { + branchName = cloudbrain.DefaultBranchName + } + errStr := loadCodeAndMakeModelPath(repo, codePath, branchName, jobName, cloudbrain.ResultPath) + if errStr != "" { + + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(ctx.Tr(errStr))) + return + } + + commitID, _ := ctx.Repo.GitRepo.GetBranchCommitID(branchName) + + datasetInfos, datasetNames, err := models.GetDatasetInfo(uuid) + if err != nil { + log.Error("GetDatasetInfo failed: %v", err, ctx.Data["MsgID"]) + + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(ctx.Tr("cloudbrain.error.dataset_select"))) + return + } + spec, err := resource.GetAndCheckSpec(ctx.User.ID, option.SpecId, models.FindSpecsOptions{ + JobType: models.JobTypeInference, + ComputeResource: models.GPU, + Cluster: models.OpenICluster, + AiCenterCode: models.AICenterOfCloudBrainOne}) + if err != nil || spec == nil { + + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi("Resource specification is not available")) + return + } + if !account.IsPointBalanceEnough(ctx.User.ID, spec.UnitPrice) { + log.Error("point balance is not enough,userId=%d specId=%d", ctx.User.ID, spec.ID) + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(ctx.Tr("points.insufficient_points_balance"))) + return + } + req := cloudbrain.GenerateCloudBrainTaskReq{ + Ctx: ctx, + DisplayJobName: displayJobName, + JobName: jobName, + Image: image, + Command: command, + Uuids: uuid, + DatasetNames: datasetNames, + DatasetInfos: datasetInfos, + CodePath: storage.GetMinioPath(jobName, cloudbrain.CodeMountPath+"/"), + ModelPath: setting.Attachment.Minio.RealPath + option.PreTrainModelUrl, + BenchmarkPath: storage.GetMinioPath(jobName, cloudbrain.BenchMarkMountPath+"/"), + Snn4ImageNetPath: storage.GetMinioPath(jobName, cloudbrain.Snn4imagenetMountPath+"/"), + BrainScorePath: storage.GetMinioPath(jobName, cloudbrain.BrainScoreMountPath+"/"), + JobType: jobType, + Description: option.Description, + BranchName: branchName, + BootFile: option.BootFile, + Params: option.Params, + CommitID: commitID, + ResultPath: storage.GetMinioPath(jobName, cloudbrain.ResultPath+"/"), + ModelName: option.ModelName, + ModelVersion: option.ModelVersion, + CkptName: option.CkptName, + TrainUrl: option.PreTrainModelUrl, + LabelName: labelName, + Spec: spec, + } + + jobId, err := cloudbrain.GenerateTask(req) + if err != nil { + + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(err.Error())) + return + } + ctx.JSON(http.StatusOK, models.BaseMessageApi{Code: 0, Message: jobId}) +} + +func ModelArtsInferenceJobCreate(ctx *context.Context, option api.CreateTrainJobOption) { + ctx.Data["PageIsTrainJob"] = true + VersionOutputPath := modelarts.GetOutputPathByCount(modelarts.TotalVersionCount) + displayJobName := option.DisplayJobName + jobName := util.ConvertDisplayJobNameToJobName(displayJobName) + uuid := option.Attachment + description := option.Description + workServerNumber := option.WorkServerNumber + engineID, _ := strconv.Atoi(option.ImageID) + bootFile := strings.TrimSpace(option.BootFile) + params := option.Params + repo := ctx.Repo.Repository + codeLocalPath := setting.JobPath + jobName + modelarts.CodePath + codeObsPath := "/" + setting.Bucket + modelarts.JobPath + jobName + modelarts.CodePath + resultObsPath := "/" + setting.Bucket + modelarts.JobPath + jobName + modelarts.ResultPath + VersionOutputPath + "/" + logObsPath := "/" + setting.Bucket + modelarts.JobPath + jobName + modelarts.LogPath + VersionOutputPath + "/" + //dataPath := "/" + setting.Bucket + "/" + setting.BasePath + path.Join(uuid[0:1], uuid[1:2]) + "/" + uuid + uuid + "/" + branchName := option.BranchName + EngineName := option.Image + LabelName := option.LabelName + isLatestVersion := modelarts.IsLatestVersion + VersionCount := modelarts.VersionCountOne + trainUrl := option.PreTrainModelUrl + modelName := option.ModelName + modelVersion := option.ModelVersion + ckptName := option.CkptName + ckptUrl := "/" + option.PreTrainModelUrl + option.CkptName + + errStr := checkInferenceJobMultiNode(ctx.User.ID, option.WorkServerNumber) + if errStr != "" { + + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(ctx.Tr(errStr))) + return + } + + lock := redis_lock.NewDistributeLock(redis_key.CloudbrainBindingJobNameKey(fmt.Sprint(repo.ID), string(models.JobTypeInference), displayJobName)) + isOk, err := lock.Lock(models.CloudbrainKeyDuration) + if !isOk { + log.Error("lock processed failed:%v", err, ctx.Data["MsgID"]) + + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(ctx.Tr("repo.cloudbrain_samejob_err"))) + return + } + defer lock.UnLock() + + count, err := GetNotFinalStatusTaskCount(ctx.User.ID, models.TypeCloudBrainTwo, string(models.JobTypeInference)) + if err != nil { + log.Error("GetCloudbrainInferenceJobCountByUserID failed:%v", err, ctx.Data["MsgID"]) + + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi("system error")) + return + } else { + if count >= 1 { + log.Error("the user already has running or waiting inference task", ctx.Data["MsgID"]) + + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi("you have already a running or waiting inference task, can not create more")) + return + } + } + + if err := paramCheckCreateInferenceJob(option); err != nil { + log.Error("paramCheckCreateInferenceJob failed:(%v)", err) + + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(err.Error())) + return + } + + bootFileExist, err := ctx.Repo.FileExists(bootFile, branchName) + if err != nil || !bootFileExist { + log.Error("Get bootfile error:", err) + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(ctx.Tr("repo.cloudbrain_bootfile_err"))) + return + } + + //Determine whether the task name of the task in the project is duplicated + tasks, err := models.GetCloudbrainsByDisplayJobName(repo.ID, string(models.JobTypeInference), displayJobName) + if err == nil { + if len(tasks) != 0 { + log.Error("the job name did already exist", ctx.Data["MsgID"]) + + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi("the job name did already exist")) + return + } + } else { + if !models.IsErrJobNotExist(err) { + log.Error("system error, %v", err, ctx.Data["MsgID"]) + + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi("system error")) + return + } + } + + spec, err := resource.GetAndCheckSpec(ctx.User.ID, option.SpecId, models.FindSpecsOptions{ + JobType: models.JobTypeInference, + ComputeResource: models.NPU, + Cluster: models.OpenICluster, + AiCenterCode: models.AICenterOfCloudBrainTwo}) + if err != nil || spec == nil { + + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi("Resource specification not available")) + return + } + if !account.IsPointBalanceEnough(ctx.User.ID, spec.UnitPrice) { + log.Error("point balance is not enough,userId=%d specId=%d ", ctx.User.ID, spec.ID) + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(ctx.Tr("points.insufficient_points_balance"))) + return + } + + //todo: del the codeLocalPath + _, err = ioutil.ReadDir(codeLocalPath) + if err == nil { + os.RemoveAll(codeLocalPath) + } + + gitRepo, _ := git.OpenRepository(repo.RepoPath()) + commitID, _ := gitRepo.GetBranchCommitID(branchName) + + if err := downloadCode(repo, codeLocalPath, branchName); err != nil { + log.Error("Create task failed, server timed out: %s (%v)", repo.FullName(), err) + + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(ctx.Tr("cloudbrain.load_code_failed"))) + return + } + + //todo: upload code (send to file_server todo this work?) + if err := obsMkdir(setting.CodePathPrefix + jobName + modelarts.ResultPath + VersionOutputPath + "/"); err != nil { + log.Error("Failed to obsMkdir_result: %s (%v)", repo.FullName(), err) + + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi("Failed to obsMkdir_result")) + return + } + + if err := obsMkdir(setting.CodePathPrefix + jobName + modelarts.LogPath + VersionOutputPath + "/"); err != nil { + log.Error("Failed to obsMkdir_log: %s (%v)", repo.FullName(), err) + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi("Failed to obsMkdir_log")) + return + } + + if err := uploadCodeToObs(codeLocalPath, jobName, ""); err != nil { + log.Error("Failed to uploadCodeToObs: %s (%v)", repo.FullName(), err) + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(ctx.Tr("cloudbrain.load_code_failed"))) + return + } + + var parameters models.Parameters + param := make([]models.Parameter, 0) + param = append(param, models.Parameter{ + Label: modelarts.ResultUrl, + Value: "s3:/" + resultObsPath, + }, models.Parameter{ + Label: modelarts.CkptUrl, + Value: "s3:/" + ckptUrl, + }) + + datasUrlList, dataUrl, datasetNames, isMultiDataset, err := getDatasUrlListByUUIDS(uuid) + if err != nil { + + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(err.Error())) + return + } + dataPath := dataUrl + jsondatas, err := json.Marshal(datasUrlList) + if err != nil { + log.Error("Failed to Marshal: %v", err) + + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi("json error:"+err.Error())) + return + } + if isMultiDataset { + param = append(param, models.Parameter{ + Label: modelarts.MultiDataUrl, + Value: string(jsondatas), + }) + } + + existDeviceTarget := false + if len(params) != 0 { + err := json.Unmarshal([]byte(params), ¶meters) + if err != nil { + log.Error("Failed to Unmarshal params: %s (%v)", params, err) + + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi("运行参数错误")) + return + } + + for _, parameter := range parameters.Parameter { + if parameter.Label == modelarts.DeviceTarget { + existDeviceTarget = true + } + if parameter.Label != modelarts.TrainUrl && parameter.Label != modelarts.DataUrl { + param = append(param, models.Parameter{ + Label: parameter.Label, + Value: parameter.Value, + }) + } + } + } + if !existDeviceTarget { + param = append(param, models.Parameter{ + Label: modelarts.DeviceTarget, + Value: modelarts.Ascend, + }) + } + + req := &modelarts.GenerateInferenceJobReq{ + JobName: jobName, + DisplayJobName: displayJobName, + DataUrl: dataPath, + Description: description, + CodeObsPath: codeObsPath, + BootFileUrl: codeObsPath + bootFile, + BootFile: bootFile, + TrainUrl: trainUrl, + WorkServerNumber: workServerNumber, + EngineID: int64(engineID), + LogUrl: logObsPath, + PoolID: getPoolId(), + Uuid: uuid, + Parameters: param, //modelarts train parameters + CommitID: commitID, + BranchName: branchName, + Params: option.Params, + EngineName: EngineName, + LabelName: LabelName, + IsLatestVersion: isLatestVersion, + VersionCount: VersionCount, + TotalVersionCount: modelarts.TotalVersionCount, + ModelName: modelName, + ModelVersion: modelVersion, + CkptName: ckptName, + ResultUrl: resultObsPath, + Spec: spec, + DatasetName: datasetNames, + JobType: string(models.JobTypeInference), + } + + jobId, err := modelarts.GenerateInferenceJob(ctx, req) + if err != nil { + log.Error("GenerateTrainJob failed:%v", err.Error()) + + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(err.Error())) + return + } + ctx.JSON(http.StatusOK, models.BaseMessageApi{Code: 0, Message: jobId}) +} + +func getDatasUrlListByUUIDS(uuidStr string) ([]models.Datasurl, string, string, bool, error) { + var isMultiDataset bool + var dataUrl string + var datasetNames string + var datasUrlList []models.Datasurl + uuids := strings.Split(uuidStr, ";") + if len(uuids) > setting.MaxDatasetNum { + log.Error("the dataset count(%d) exceed the limit", len(uuids)) + return datasUrlList, dataUrl, datasetNames, isMultiDataset, errors.New("the dataset count exceed the limit") + } + + datasetInfos := make(map[string]models.DatasetInfo) + attachs, err := models.GetAttachmentsByUUIDs(uuids) + if err != nil || len(attachs) != len(uuids) { + log.Error("GetAttachmentsByUUIDs failed: %v", err) + return datasUrlList, dataUrl, datasetNames, isMultiDataset, errors.New("GetAttachmentsByUUIDs failed") + } + + for i, tmpUuid := range uuids { + var attach *models.Attachment + for _, tmpAttach := range attachs { + if tmpAttach.UUID == tmpUuid { + attach = tmpAttach + break + } + } + if attach == nil { + log.Error("GetAttachmentsByUUIDs failed: %v", err) + return datasUrlList, dataUrl, datasetNames, isMultiDataset, errors.New("GetAttachmentsByUUIDs failed") + } + fileName := strings.TrimSuffix(strings.TrimSuffix(strings.TrimSuffix(attach.Name, ".zip"), ".tar.gz"), ".tgz") + for _, datasetInfo := range datasetInfos { + if fileName == datasetInfo.Name { + log.Error("the dataset name is same: %v", attach.Name) + return datasUrlList, dataUrl, datasetNames, isMultiDataset, errors.New("the dataset name is same") + } + } + if len(attachs) <= 1 { + dataUrl = "/" + setting.Bucket + "/" + setting.BasePath + path.Join(attach.UUID[0:1], attach.UUID[1:2]) + "/" + attach.UUID + attach.UUID + "/" + isMultiDataset = false + } else { + dataUrl = "/" + setting.Bucket + "/" + setting.BasePath + path.Join(attachs[0].UUID[0:1], attachs[0].UUID[1:2]) + "/" + attachs[0].UUID + attachs[0].UUID + "/" + datasetUrl := "s3://" + setting.Bucket + "/" + setting.BasePath + path.Join(attach.UUID[0:1], attach.UUID[1:2]) + "/" + attach.UUID + attach.UUID + "/" + datasUrlList = append(datasUrlList, models.Datasurl{ + DatasetUrl: datasetUrl, + DatasetName: fileName, + }) + isMultiDataset = true + } + + if i == 0 { + datasetNames = attach.Name + } else { + datasetNames += ";" + attach.Name + } + } + + return datasUrlList, dataUrl, datasetNames, isMultiDataset, nil +} +func checkInferenceJobMultiNode(userId int64, serverNum int) string { + if serverNum == 1 { + return "" + } + + return "repo.modelarts.no_node_right" + +} + +func paramCheckCreateInferenceJob(option api.CreateTrainJobOption) error { + if !strings.HasSuffix(strings.TrimSpace(option.BootFile), ".py") { + log.Error("the boot file(%s) must be a python file", strings.TrimSpace(option.BootFile)) + return errors.New("启动文件必须是python文件") + } + + if option.ModelName == "" { + log.Error("the ModelName(%d) must not be nil", option.ModelName) + return errors.New("模型名称不能为空") + } + if option.ModelVersion == "" { + log.Error("the ModelVersion(%d) must not be nil", option.ModelVersion) + return errors.New("模型版本不能为空") + } + if option.CkptName == "" { + log.Error("the CkptName(%d) must not be nil", option.CkptName) + return errors.New("权重文件不能为空") + } + if option.BranchName == "" { + log.Error("the Branch(%d) must not be nil", option.BranchName) + return errors.New("分支名不能为空") + } + + if utf8.RuneCountInString(option.Description) > 255 { + log.Error("the Description length(%d) must not more than 255", option.Description) + return errors.New("描述字符不能超过255个字符") + } + + return nil +} + +func loadCodeAndMakeModelPath(repo *models.Repository, codePath string, branchName string, jobName string, resultPath string) string { + err := downloadCode(repo, codePath, branchName) + if err != nil { + return "cloudbrain.load_code_failed" + } + + err = uploadCodeToMinio(codePath+"/", jobName, cloudbrain.CodeMountPath+"/") + if err != nil { + return "cloudbrain.load_code_failed" + } + + modelPath := setting.JobPath + jobName + resultPath + "/" + err = mkModelPath(modelPath) + if err != nil { + return "cloudbrain.load_code_failed" + } + err = uploadCodeToMinio(modelPath, jobName, resultPath+"/") + if err != nil { + return "cloudbrain.load_code_failed" + } + + return "" +} + +func downloadCode(repo *models.Repository, codePath, branchName string) error { + //add "file:///" prefix to make the depth valid + if err := git.Clone(CLONE_FILE_PREFIX+repo.RepoPath(), codePath, git.CloneRepoOptions{Branch: branchName, Depth: 1}); err != nil { + log.Error("Failed to clone repository: %s (%v)", repo.FullName(), err) + return err + } + + configFile, err := os.OpenFile(codePath+"/.git/config", os.O_RDWR, 0666) + if err != nil { + log.Error("open file(%s) failed:%v", codePath+"/,git/config", err) + return err + } + + defer configFile.Close() + + pos := int64(0) + reader := bufio.NewReader(configFile) + for { + line, err := reader.ReadString('\n') + if err != nil { + if err == io.EOF { + log.Error("not find the remote-url") + return nil + } else { + log.Error("read error: %v", err) + return err + } + } + + if strings.Contains(line, "url") && strings.Contains(line, ".git") { + originUrl := "\turl = " + repo.CloneLink().HTTPS + "\n" + if len(line) > len(originUrl) { + originUrl += strings.Repeat(" ", len(line)-len(originUrl)) + } + bytes := []byte(originUrl) + _, err := configFile.WriteAt(bytes, pos) + if err != nil { + log.Error("WriteAt failed:%v", err) + return err + } + break + } + + pos += int64(len(line)) + } + + return nil +} + +func getInferenceJobCommand(option api.CreateTrainJobOption) (string, error) { + var command string + bootFile := strings.TrimSpace(option.BootFile) + params := option.Params + + if !strings.HasSuffix(bootFile, ".py") { + log.Error("bootFile(%s) format error", bootFile) + return command, errors.New("bootFile format error") + } + + var parameters models.Parameters + var param string + if len(params) != 0 { + err := json.Unmarshal([]byte(params), ¶meters) + if err != nil { + log.Error("Failed to Unmarshal params: %s (%v)", params, err) + return command, err + } + + for _, parameter := range parameters.Parameter { + param += " --" + parameter.Label + "=" + parameter.Value + } + } + + param += " --modelname" + "=" + option.CkptName + + command += "python /code/" + bootFile + param + " > " + cloudbrain.ResultPath + "/" + option.DisplayJobName + "-" + cloudbrain.LogFile + + return command, nil +} diff --git a/services/cloudbrain/cloudbrainTask/sync_status.go b/services/cloudbrain/cloudbrainTask/sync_status.go new file mode 100644 index 000000000..67dc4d3b7 --- /dev/null +++ b/services/cloudbrain/cloudbrainTask/sync_status.go @@ -0,0 +1,83 @@ +package cloudbrainTask + +import ( + "net/http" + + "code.gitea.io/gitea/models" + "code.gitea.io/gitea/modules/cloudbrain" + "code.gitea.io/gitea/modules/httplib" + "code.gitea.io/gitea/modules/log" + "code.gitea.io/gitea/modules/notification" + "code.gitea.io/gitea/modules/setting" +) + +var noteBookOKMap = make(map[int64]int, 20) + +//if a task notebook url can get two times, the notebook can browser. +const successfulCount = 3 + +func SyncCloudBrainOneStatus(task *models.Cloudbrain) (*models.Cloudbrain, error) { + jobResult, err := cloudbrain.GetJob(task.JobID) + if err != nil { + + log.Error("GetJob failed:", err) + + return task, err + } + result, err := models.ConvertToJobResultPayload(jobResult.Payload) + if err != nil { + log.Error("ConvertToJobResultPayload failed:", err) + return task, err + } + oldStatus := task.Status + + if result.JobStatus.State != string(models.JobWaiting) && result.JobStatus.State != string(models.JobFailed) { + taskRoles := result.TaskRoles + taskRes, _ := models.ConvertToTaskPod(taskRoles[cloudbrain.SubTaskName].(map[string]interface{})) + + task.ContainerIp = taskRes.TaskStatuses[0].ContainerIP + task.ContainerID = taskRes.TaskStatuses[0].ContainerID + } + + if (result.JobStatus.State != string(models.JobWaiting) && result.JobStatus.State != string(models.JobRunning)) || + task.Status == string(models.JobRunning) || (result.JobStatus.State == string(models.JobRunning) && isNoteBookReady(task)) { + + models.ParseAndSetDurationFromCloudBrainOne(result, task) + task.Status = result.JobStatus.State + if oldStatus != task.Status { + notification.NotifyChangeCloudbrainStatus(task, oldStatus) + } + err = models.UpdateJob(task) + if err != nil { + log.Error("UpdateJob failed:", err) + return task, err + } + } + return task, nil + +} + +func isNoteBookReady(task *models.Cloudbrain) bool { + if task.JobType != string(models.JobTypeDebug) { + return true + } + noteBookUrl := setting.DebugServerHost + "jpylab_" + task.JobID + "_" + task.SubTaskName + r := httplib.Get(noteBookUrl) + res, err := r.Response() + if err != nil { + return false + } + if res.StatusCode == http.StatusOK { + count := noteBookOKMap[task.ID] + if count < successfulCount-1 { + noteBookOKMap[task.ID] = count + 1 + return false + } else { + delete(noteBookOKMap, task.ID) + return true + } + + } + return false + +} diff --git a/services/cloudbrain/cloudbrainTask/train.go b/services/cloudbrain/cloudbrainTask/train.go new file mode 100644 index 000000000..8e4673d66 --- /dev/null +++ b/services/cloudbrain/cloudbrainTask/train.go @@ -0,0 +1,1210 @@ +package cloudbrainTask + +import ( + "encoding/json" + "errors" + "fmt" + "io" + "io/ioutil" + "net/http" + "os" + "path" + "regexp" + "strconv" + "strings" + + "code.gitea.io/gitea/modules/urfs_client/urchin" + + "code.gitea.io/gitea/modules/timeutil" + + "code.gitea.io/gitea/modules/notification" + + "code.gitea.io/gitea/modules/obs" + + "code.gitea.io/gitea/modules/git" + "code.gitea.io/gitea/modules/storage" + "github.com/unknwon/com" + + "code.gitea.io/gitea/models" + "code.gitea.io/gitea/modules/cloudbrain" + "code.gitea.io/gitea/modules/context" + "code.gitea.io/gitea/modules/grampus" + "code.gitea.io/gitea/modules/log" + "code.gitea.io/gitea/modules/modelarts" + "code.gitea.io/gitea/modules/redis/redis_key" + "code.gitea.io/gitea/modules/redis/redis_lock" + "code.gitea.io/gitea/modules/setting" + api "code.gitea.io/gitea/modules/structs" + "code.gitea.io/gitea/modules/util" + "code.gitea.io/gitea/services/cloudbrain/resource" + "code.gitea.io/gitea/services/reward/point/account" +) + +var jobNamePattern = regexp.MustCompile(`^[a-z0-9][a-z0-9-_]{1,34}[a-z0-9-]$`) + +const TaskTypeCloudbrainOne = 0 +const TaskTypeModelArts = 1 +const TaskTypeGrampusGPU = 2 +const TaskTypeGrampusNPU = 3 + +func CloudbrainOneTrainJobCreate(ctx *context.Context, option api.CreateTrainJobOption) { + + displayJobName := option.DisplayJobName + jobName := util.ConvertDisplayJobNameToJobName(displayJobName) + image := strings.TrimSpace(option.Image) + uuids := option.Attachment + jobType := string(models.JobTypeTrain) + + codePath := setting.JobPath + jobName + cloudbrain.CodeMountPath + branchName := option.BranchName + repo := ctx.Repo.Repository + + lock := redis_lock.NewDistributeLock(redis_key.CloudbrainBindingJobNameKey(fmt.Sprint(repo.ID), jobType, displayJobName)) + defer lock.UnLock() + spec, datasetInfos, datasetNames, err := checkParameters(ctx, option, lock, repo) + if err != nil { + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(err.Error())) + return + } + + command, err := getTrainJobCommand(option) + if err != nil { + log.Error("getTrainJobCommand failed: %v", err) + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(err.Error())) + return + } + + errStr := loadCodeAndMakeModelPath(repo, codePath, branchName, jobName, cloudbrain.ModelMountPath) + if errStr != "" { + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(ctx.Tr(errStr))) + return + } + + commitID, _ := ctx.Repo.GitRepo.GetBranchCommitID(branchName) + + req := cloudbrain.GenerateCloudBrainTaskReq{ + Ctx: ctx, + DisplayJobName: displayJobName, + JobName: jobName, + Image: image, + Command: command, + Uuids: uuids, + DatasetNames: datasetNames, + DatasetInfos: datasetInfos, + CodePath: storage.GetMinioPath(jobName, cloudbrain.CodeMountPath+"/"), + ModelPath: storage.GetMinioPath(jobName, cloudbrain.ModelMountPath+"/"), + BenchmarkPath: storage.GetMinioPath(jobName, cloudbrain.BenchMarkMountPath+"/"), + Snn4ImageNetPath: storage.GetMinioPath(jobName, cloudbrain.Snn4imagenetMountPath+"/"), + BrainScorePath: storage.GetMinioPath(jobName, cloudbrain.BrainScoreMountPath+"/"), + JobType: jobType, + Description: option.Description, + BranchName: branchName, + BootFile: option.BootFile, + Params: option.Params, + CommitID: commitID, + BenchmarkTypeID: 0, + BenchmarkChildTypeID: 0, + ResultPath: storage.GetMinioPath(jobName, cloudbrain.ResultPath+"/"), + Spec: spec, + } + + if option.ModelName != "" { //使用预训练模型训练 + req.ModelName = option.ModelName + req.LabelName = option.LabelName + req.CkptName = option.CkptName + req.ModelVersion = option.ModelVersion + req.PreTrainModelPath = setting.Attachment.Minio.RealPath + option.PreTrainModelUrl + req.PreTrainModelUrl = option.PreTrainModelUrl + + } + + jobId, err := cloudbrain.GenerateTask(req) + if err != nil { + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(err.Error())) + return + } + ctx.JSON(http.StatusOK, models.BaseMessageApi{ + Code: 0, + Message: jobId, + }) +} +func ModelArtsTrainJobNpuCreate(ctx *context.Context, option api.CreateTrainJobOption) { + VersionOutputPath := modelarts.GetOutputPathByCount(modelarts.TotalVersionCount) + displayJobName := option.DisplayJobName + jobName := util.ConvertDisplayJobNameToJobName(displayJobName) + uuid := option.Attachment + description := option.Description + workServerNumber := option.WorkServerNumber + engineID, _ := strconv.Atoi(option.ImageID) + bootFile := strings.TrimSpace(option.BootFile) + params := option.Params + repo := ctx.Repo.Repository + codeLocalPath := setting.JobPath + jobName + modelarts.CodePath + codeObsPath := "/" + setting.Bucket + modelarts.JobPath + jobName + modelarts.CodePath + VersionOutputPath + "/" + outputObsPath := "/" + setting.Bucket + modelarts.JobPath + jobName + modelarts.OutputPath + VersionOutputPath + "/" + logObsPath := "/" + setting.Bucket + modelarts.JobPath + jobName + modelarts.LogPath + VersionOutputPath + "/" + branchName := option.BranchName + isLatestVersion := modelarts.IsLatestVersion + VersionCount := modelarts.VersionCountOne + EngineName := option.Image + + errStr := checkMultiNode(ctx.User.ID, option.WorkServerNumber) + if errStr != "" { + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(ctx.Tr(errStr))) + return + } + + lock := redis_lock.NewDistributeLock(redis_key.CloudbrainBindingJobNameKey(fmt.Sprint(repo.ID), string(models.JobTypeTrain), displayJobName)) + defer lock.UnLock() + + spec, _, _, err := checkParameters(ctx, option, lock, repo) + if err != nil { + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(err.Error())) + return + } + + //todo: del the codeLocalPath + _, err = ioutil.ReadDir(codeLocalPath) + if err == nil { + os.RemoveAll(codeLocalPath) + } + + gitRepo, _ := git.OpenRepository(repo.RepoPath()) + commitID, _ := gitRepo.GetBranchCommitID(branchName) + + if err := downloadCode(repo, codeLocalPath, branchName); err != nil { + log.Error("downloadCode failed, server timed out: %s (%v)", repo.FullName(), err) + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(ctx.Tr("cloudbrain.load_code_failed"))) + return + } + + //todo: upload code (send to file_server todo this work?) + if err := obsMkdir(setting.CodePathPrefix + jobName + modelarts.OutputPath + VersionOutputPath + "/"); err != nil { + log.Error("Failed to obsMkdir_output: %s (%v)", repo.FullName(), err) + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi("Failed to obsMkdir_output")) + return + } + + if err := obsMkdir(setting.CodePathPrefix + jobName + modelarts.LogPath + VersionOutputPath + "/"); err != nil { + log.Error("Failed to obsMkdir_log: %s (%v)", repo.FullName(), err) + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi("Failed to obsMkdir_log")) + return + } + + parentDir := VersionOutputPath + "/" + if err := uploadCodeToObs(codeLocalPath, jobName, parentDir); err != nil { + // if err := uploadCodeToObs(codeLocalPath, jobName, parentDir); err != nil { + log.Error("Failed to uploadCodeToObs: %s (%v)", repo.FullName(), err) + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(ctx.Tr("cloudbrain.load_code_failed"))) + return + } + + var parameters models.Parameters + param := make([]models.Parameter, 0) + existDeviceTarget := false + if len(params) != 0 { + err := json.Unmarshal([]byte(params), ¶meters) + if err != nil { + log.Error("Failed to Unmarshal params: %s (%v)", params, err) + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi("运行参数错误")) + return + } + + for _, parameter := range parameters.Parameter { + if parameter.Label == modelarts.DeviceTarget { + existDeviceTarget = true + } + if parameter.Label != modelarts.TrainUrl && parameter.Label != modelarts.DataUrl { + param = append(param, models.Parameter{ + Label: parameter.Label, + Value: parameter.Value, + }) + } + } + } + if !existDeviceTarget { + param = append(param, models.Parameter{ + Label: modelarts.DeviceTarget, + Value: modelarts.Ascend, + }) + } + datasUrlList, dataUrl, datasetNames, isMultiDataset, err := getDatasUrlListByUUIDS(uuid) + if err != nil { + log.Error("Failed to getDatasUrlListByUUIDS: %v", err) + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi("Failed to getDatasUrlListByUUIDS:"+err.Error())) + return + } + dataPath := dataUrl + jsondatas, err := json.Marshal(datasUrlList) + if err != nil { + log.Error("Failed to Marshal: %v", err) + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi("json error:"+err.Error())) + return + } + if isMultiDataset { + param = append(param, models.Parameter{ + Label: modelarts.MultiDataUrl, + Value: string(jsondatas), + }) + } + if option.ModelName != "" { //使用预训练模型训练 + ckptUrl := "/" + option.PreTrainModelUrl + option.CkptName + param = append(param, models.Parameter{ + Label: modelarts.CkptUrl, + Value: "s3:/" + ckptUrl, + }) + } + + req := &modelarts.GenerateTrainJobReq{ + JobName: jobName, + DisplayJobName: displayJobName, + DataUrl: dataPath, + Description: description, + CodeObsPath: codeObsPath, + BootFileUrl: codeObsPath + bootFile, + BootFile: bootFile, + TrainUrl: outputObsPath, + WorkServerNumber: workServerNumber, + EngineID: int64(engineID), + LogUrl: logObsPath, + PoolID: getPoolId(), + Uuid: uuid, + Parameters: param, + CommitID: commitID, + IsLatestVersion: isLatestVersion, + BranchName: branchName, + Params: option.Params, + EngineName: EngineName, + VersionCount: VersionCount, + TotalVersionCount: modelarts.TotalVersionCount, + DatasetName: datasetNames, + Spec: spec, + } + if option.ModelName != "" { //使用预训练模型训练 + req.ModelName = option.ModelName + req.LabelName = option.LabelName + req.CkptName = option.CkptName + req.ModelVersion = option.ModelVersion + req.PreTrainModelUrl = option.PreTrainModelUrl + + } + + userCommand, userImageUrl := getUserCommand(engineID, req) + req.UserCommand = userCommand + req.UserImageUrl = userImageUrl + + //将params转换Parameters.Parameter，出错时返回给前端 + var Parameters modelarts.Parameters + if err := json.Unmarshal([]byte(params), &Parameters); err != nil { + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi("json.Unmarshal failed:"+err.Error())) + return + } + + jobId, err := modelarts.GenerateTrainJob(ctx, req) + if err != nil { + log.Error("GenerateTrainJob failed:%v", err.Error()) + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(err.Error())) + return + } + ctx.JSON(http.StatusOK, models.BaseMessageApi{ + Code: 0, + Message: jobId, + }) + +} + +func GrampusTrainJobGpuCreate(ctx *context.Context, option api.CreateTrainJobOption) { + + displayJobName := option.DisplayJobName + jobName := util.ConvertDisplayJobNameToJobName(displayJobName) + uuid := option.Attachment + description := option.Description + bootFile := strings.TrimSpace(option.BootFile) + params := option.Params + repo := ctx.Repo.Repository + codeLocalPath := setting.JobPath + jobName + cloudbrain.CodeMountPath + "/" + codeMinioPath := setting.CBCodePathPrefix + jobName + cloudbrain.CodeMountPath + "/" + branchName := option.BranchName + image := strings.TrimSpace(option.Image) + + lock := redis_lock.NewDistributeLock(redis_key.CloudbrainBindingJobNameKey(fmt.Sprint(repo.ID), string(models.JobTypeTrain), displayJobName)) + defer lock.UnLock() + spec, datasetInfos, datasetNames, err := checkParameters(ctx, option, lock, repo) + if err != nil { + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(err.Error())) + return + } + + //prepare code and out path + _, err = ioutil.ReadDir(codeLocalPath) + if err == nil { + os.RemoveAll(codeLocalPath) + } + + if err := downloadZipCode(ctx, codeLocalPath, branchName); err != nil { + log.Error("downloadZipCode failed, server timed out: %s (%v)", repo.FullName(), err, ctx.Data["MsgID"]) + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(ctx.Tr("cloudbrain.load_code_failed"))) + + } + + //todo: upload code (send to file_server todo this work?) + //upload code + if err := uploadCodeToMinio(codeLocalPath+"/", jobName, cloudbrain.CodeMountPath+"/"); err != nil { + log.Error("Failed to uploadCodeToMinio: %s (%v)", repo.FullName(), err, ctx.Data["MsgID"]) + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(ctx.Tr("cloudbrain.load_code_failed"))) + return + } + + modelPath := setting.JobPath + jobName + cloudbrain.ModelMountPath + "/" + if err := mkModelPath(modelPath); err != nil { + log.Error("Failed to mkModelPath: %s (%v)", repo.FullName(), err, ctx.Data["MsgID"]) + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(ctx.Tr("cloudbrain.load_code_failed"))) + return + } + + //init model readme + if err := uploadCodeToMinio(modelPath, jobName, cloudbrain.ModelMountPath+"/"); err != nil { + log.Error("Failed to uploadCodeToMinio: %s (%v)", repo.FullName(), err, ctx.Data["MsgID"]) + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(ctx.Tr("cloudbrain.load_code_failed"))) + return + } + + var datasetRemotePath, allFileName string + for _, datasetInfo := range datasetInfos { + if datasetRemotePath == "" { + datasetRemotePath = datasetInfo.DataLocalPath + allFileName = datasetInfo.FullName + } else { + datasetRemotePath = datasetRemotePath + ";" + datasetInfo.DataLocalPath + allFileName = allFileName + ";" + datasetInfo.FullName + } + + } + + //prepare command + preTrainModelPath := getPreTrainModelPath(option.PreTrainModelUrl, option.CkptName) + + command, err := generateCommand(repo.Name, grampus.ProcessorTypeGPU, codeMinioPath+cloudbrain.DefaultBranchName+".zip", datasetRemotePath, bootFile, params, setting.CBCodePathPrefix+jobName+cloudbrain.ModelMountPath+"/", allFileName, preTrainModelPath, option.CkptName, "") + if err != nil { + log.Error("Failed to generateCommand: %s (%v)", displayJobName, err, ctx.Data["MsgID"]) + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi("Create task failed, internal error")) + return + } + + commitID, _ := ctx.Repo.GitRepo.GetBranchCommitID(branchName) + + req := &grampus.GenerateTrainJobReq{ + JobName: jobName, + DisplayJobName: displayJobName, + ComputeResource: models.GPUResource, + ProcessType: grampus.ProcessorTypeGPU, + Command: command, + ImageUrl: image, + Description: description, + BootFile: bootFile, + Uuid: uuid, + CommitID: commitID, + BranchName: branchName, + Params: option.Params, + EngineName: image, + DatasetNames: datasetNames, + DatasetInfos: datasetInfos, + + IsLatestVersion: modelarts.IsLatestVersion, + VersionCount: modelarts.VersionCountOne, + WorkServerNumber: 1, + Spec: spec, + } + + if option.ModelName != "" { //使用预训练模型训练 + req.ModelName = option.ModelName + req.LabelName = option.LabelName + req.CkptName = option.CkptName + req.ModelVersion = option.ModelVersion + req.PreTrainModelUrl = option.PreTrainModelUrl + + } + + jobId, err := grampus.GenerateTrainJob(ctx, req) + if err != nil { + log.Error("GenerateTrainJob failed:%v", err.Error(), ctx.Data["MsgID"]) + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(err.Error())) + return + } + ctx.JSON(http.StatusOK, models.BaseMessageApi{Code: 0, Message: jobId}) +} + +func checkParameters(ctx *context.Context, option api.CreateTrainJobOption, lock *redis_lock.DistributeLock, repo *models.Repository) (*models.Specification, map[string]models.DatasetInfo, string, error) { + isOk, err := lock.Lock(models.CloudbrainKeyDuration) + if !isOk { + log.Error("lock processed failed:%v", err, ctx.Data["MsgID"]) + + return nil, nil, "", fmt.Errorf(ctx.Tr("repo.cloudbrain_samejob_err")) + } + + if !jobNamePattern.MatchString(option.DisplayJobName) { + return nil, nil, "", fmt.Errorf(ctx.Tr("repo.cloudbrain_jobname_err")) + } + + bootFileExist, err := ctx.Repo.FileExists(option.BootFile, option.BranchName) + if err != nil || !bootFileExist { + log.Error("Get bootfile error:", err, ctx.Data["MsgID"]) + return nil, nil, "", fmt.Errorf(ctx.Tr("repo.cloudbrain_bootfile_err")) + } + + computeResource := models.GPUResource + if isNpuTask(option) { + computeResource = models.NPUResource + } + + //check count limit + taskType := option.Type + if isC2NetTask(option) { + taskType = 2 + } + + count, err := GetNotFinalStatusTaskCount(ctx.User.ID, taskType, string(models.JobTypeTrain), computeResource) + if err != nil { + log.Error("GetCountByUserID failed:%v", err, ctx.Data["MsgID"]) + return nil, nil, "", fmt.Errorf("system error") + } else { + if count >= 1 { + log.Error("the user already has running or waiting task", ctx.Data["MsgID"]) + return nil, nil, "", fmt.Errorf("you have already a running or waiting task, can not create more.") + } + } + + //check param + if err := paramCheckCreateTrainJob(option.BootFile, option.BranchName); err != nil { + log.Error("paramCheckCreateTrainJob failed:(%v)", err, ctx.Data["MsgID"]) + return nil, nil, "", err + } + + //check whether the task name in the project is duplicated + tasks, err := models.GetCloudbrainsByDisplayJobName(repo.ID, string(models.JobTypeTrain), option.DisplayJobName) + if err == nil { + if len(tasks) != 0 { + log.Error("the job name did already exist", ctx.Data["MsgID"]) + return nil, nil, "", fmt.Errorf("The job name did already exist.") + } + } else { + if !models.IsErrJobNotExist(err) { + log.Error("system error, %v", err, ctx.Data["MsgID"]) + return nil, nil, "", fmt.Errorf("system error") + } + } + + //check specification + computeType := models.GPU + + if isNpuTask(option) { + computeType = models.NPU + } + cluster := models.OpenICluster + if isC2NetTask(option) { + cluster = models.C2NetCluster + } + aiCenterCode := "" + if option.Type == TaskTypeCloudbrainOne { + aiCenterCode = models.AICenterOfCloudBrainOne + } else if option.Type == TaskTypeModelArts { + aiCenterCode = models.AICenterOfCloudBrainTwo + } + + spec, err := resource.GetAndCheckSpec(ctx.User.ID, option.SpecId, models.FindSpecsOptions{ + JobType: models.JobTypeTrain, + ComputeResource: computeType, + Cluster: cluster, + AiCenterCode: aiCenterCode, + }) + if err != nil || spec == nil { + return nil, nil, "", fmt.Errorf("Resource specification is not available.") + } + + if !account.IsPointBalanceEnough(ctx.User.ID, spec.UnitPrice) { + log.Error("point balance is not enough,userId=%d specId=%d", ctx.User.ID, spec.ID) + return nil, nil, "", fmt.Errorf(ctx.Tr("points.insufficient_points_balance")) + } + + //check dataset + var datasetInfos map[string]models.DatasetInfo + var datasetNames string + if option.Type != TaskTypeModelArts { + if isC2NetTask(option) { + datasetInfos, datasetNames, err = models.GetDatasetInfo(option.Attachment, computeType) + } else { + datasetInfos, datasetNames, err = models.GetDatasetInfo(option.Attachment) + } + + if err != nil { + log.Error("GetDatasetInfo failed: %v", err, ctx.Data["MsgID"]) + return nil, nil, "", fmt.Errorf(ctx.Tr("cloudbrain.error.dataset_select")) + } + } + return spec, datasetInfos, datasetNames, err +} + +func isNpuTask(option api.CreateTrainJobOption) bool { + return option.Type == TaskTypeModelArts || option.Type == TaskTypeGrampusNPU +} + +func isC2NetTask(option api.CreateTrainJobOption) bool { + return option.Type == TaskTypeGrampusGPU || option.Type == TaskTypeGrampusNPU +} + +func GrampusTrainJobNpuCreate(ctx *context.Context, option api.CreateTrainJobOption) { + + displayJobName := option.DisplayJobName + jobName := util.ConvertDisplayJobNameToJobName(displayJobName) + uuid := option.Attachment + description := option.Description + bootFile := strings.TrimSpace(option.BootFile) + params := option.Params + repo := ctx.Repo.Repository + codeLocalPath := setting.JobPath + jobName + modelarts.CodePath + codeObsPath := grampus.JobPath + jobName + modelarts.CodePath + branchName := option.BranchName + isLatestVersion := modelarts.IsLatestVersion + versionCount := modelarts.VersionCountOne + engineName := option.Image + + lock := redis_lock.NewDistributeLock(redis_key.CloudbrainBindingJobNameKey(fmt.Sprint(repo.ID), string(models.JobTypeTrain), displayJobName)) + defer lock.UnLock() + spec, datasetInfos, datasetNames, err := checkParameters(ctx, option, lock, repo) + if err != nil { + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(err.Error())) + return + } + + //prepare code and out path + _, err = ioutil.ReadDir(codeLocalPath) + if err == nil { + os.RemoveAll(codeLocalPath) + } + + if err := downloadZipCode(ctx, codeLocalPath, branchName); err != nil { + log.Error("downloadZipCode failed, server timed out: %s (%v)", repo.FullName(), err) + + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(ctx.Tr("cloudbrain.load_code_failed"))) + return + } + + //todo: upload code (send to file_server todo this work?) + if err := obsMkdir(setting.CodePathPrefix + jobName + modelarts.OutputPath); err != nil { + log.Error("Failed to obsMkdir_output: %s (%v)", repo.FullName(), err) + + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(ctx.Tr("cloudbrain.load_code_failed"))) + return + } + + if err := uploadCodeToObs(codeLocalPath, jobName, ""); err != nil { + log.Error("Failed to uploadCodeToObs: %s (%v)", repo.FullName(), err) + + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(ctx.Tr("cloudbrain.load_code_failed"))) + return + } + + var datasetRemotePath, allFileName string + for _, datasetInfo := range datasetInfos { + if datasetRemotePath == "" { + datasetRemotePath = datasetInfo.DataLocalPath + "'" + datasetInfo.FullName + "'" + allFileName = datasetInfo.FullName + } else { + datasetRemotePath = datasetRemotePath + ";" + datasetInfo.DataLocalPath + "'" + datasetInfo.FullName + "'" + allFileName = allFileName + ";" + datasetInfo.FullName + } + + } + + //prepare command + preTrainModelPath := getPreTrainModelPath(option.PreTrainModelUrl, option.CkptName) + command, err := generateCommand(repo.Name, grampus.ProcessorTypeNPU, codeObsPath+cloudbrain.DefaultBranchName+".zip", datasetRemotePath, bootFile, params, setting.CodePathPrefix+jobName+modelarts.OutputPath, allFileName, preTrainModelPath, option.CkptName, grampus.GetNpuModelRemoteObsUrl(jobName)) + if err != nil { + log.Error("Failed to generateCommand: %s (%v)", displayJobName, err, ctx.Data["MsgID"]) + + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi("Create task failed, internal error")) + return + } + + commitID, _ := ctx.Repo.GitRepo.GetBranchCommitID(branchName) + + req := &grampus.GenerateTrainJobReq{ + JobName: jobName, + DisplayJobName: displayJobName, + ComputeResource: models.NPUResource, + ProcessType: grampus.ProcessorTypeNPU, + Command: command, + ImageId: option.ImageID, + Description: description, + CodeObsPath: codeObsPath, + BootFileUrl: codeObsPath + bootFile, + BootFile: bootFile, + WorkServerNumber: option.WorkServerNumber, + Uuid: uuid, + CommitID: commitID, + IsLatestVersion: isLatestVersion, + BranchName: branchName, + Params: option.Params, + EngineName: engineName, + VersionCount: versionCount, + TotalVersionCount: modelarts.TotalVersionCount, + DatasetNames: datasetNames, + DatasetInfos: datasetInfos, + Spec: spec, + CodeName: strings.ToLower(repo.Name), + } + if option.ModelName != "" { //使用预训练模型训练 + req.ModelName = option.ModelName + req.LabelName = option.LabelName + req.CkptName = option.CkptName + req.ModelVersion = option.ModelVersion + req.PreTrainModelUrl = option.PreTrainModelUrl + req.PreTrainModelPath = preTrainModelPath + } + + jobId, err := grampus.GenerateTrainJob(ctx, req) + if err != nil { + log.Error("GenerateTrainJob failed:%v", err.Error()) + + ctx.JSON(http.StatusOK, models.BaseErrorMessageApi(err.Error())) + return + } + ctx.JSON(http.StatusOK, models.BaseMessageApi{Code: 0, Message: jobId}) +} + +func obsMkdir(dir string) error { + input := &obs.PutObjectInput{} + input.Bucket = setting.Bucket + input.Key = dir + _, err := storage.ObsCli.PutObject(input) + if err != nil { + log.Error("PutObject(%s) failed: %s", input.Key, err.Error()) + return err + } + + return nil +} +func uploadCodeToObs(codePath, jobName, parentDir string) error { + files, err := readDir(codePath) + if err != nil { + log.Error("readDir(%s) failed: %s", codePath, err.Error()) + return err + } + + for _, file := range files { + if file.IsDir() { + input := &obs.PutObjectInput{} + input.Bucket = setting.Bucket + input.Key = parentDir + file.Name() + "/" + _, err = storage.ObsCli.PutObject(input) + if err != nil { + log.Error("PutObject(%s) failed: %s", input.Key, err.Error()) + return err + } + + if err = uploadCodeToObs(codePath+file.Name()+"/", jobName, parentDir+file.Name()+"/"); err != nil { + log.Error("uploadCodeToObs(%s) failed: %s", file.Name(), err.Error()) + return err + } + } else { + input := &obs.PutFileInput{} + input.Bucket = setting.Bucket + input.Key = setting.CodePathPrefix + jobName + "/code/" + parentDir + file.Name() + input.SourceFile = codePath + file.Name() + _, err = storage.ObsCli.PutFile(input) + if err != nil { + log.Error("PutFile(%s) failed: %s", input.SourceFile, err.Error()) + return err + } + } + } + + return nil +} + +func paramCheckCreateTrainJob(bootFile string, branchName string) error { + if !strings.HasSuffix(strings.TrimSpace(bootFile), ".py") { + log.Error("the boot file(%s) must be a python file", bootFile) + return errors.New("启动文件必须是python文件") + } + + if branchName == "" { + log.Error("the branch must not be null!", branchName) + return errors.New("代码分支不能为空！") + } + + return nil +} +func downloadZipCode(ctx *context.Context, codePath, branchName string) error { + archiveType := git.ZIP + archivePath := codePath + + if !com.IsDir(archivePath) { + if err := os.MkdirAll(archivePath, os.ModePerm); err != nil { + log.Error("MkdirAll failed:" + err.Error()) + return err + } + } + + // Get corresponding commit. + var ( + commit *git.Commit + err error + ) + + gitRepo := ctx.Repo.GitRepo + if err != nil { + log.Error("OpenRepository failed:" + err.Error()) + return err + } + + if gitRepo.IsBranchExist(branchName) { + commit, err = gitRepo.GetBranchCommit(branchName) + if err != nil { + log.Error("GetBranchCommit failed:" + err.Error()) + return err + } + } else { + log.Error("the branch is not exist: " + branchName) + return fmt.Errorf("The branch does not exist.") + } + + archivePath = path.Join(archivePath, grampus.CodeArchiveName) + if !com.IsFile(archivePath) { + if err := commit.CreateArchive(archivePath, git.CreateArchiveOpts{ + Format: archiveType, + Prefix: setting.Repository.PrefixArchiveFiles, + }); err != nil { + log.Error("CreateArchive failed:" + err.Error()) + return err + } + } + + return nil +} + +func uploadCodeToMinio(codePath, jobName, parentDir string) error { + files, err := readDir(codePath) + if err != nil { + log.Error("readDir(%s) failed: %s", codePath, err.Error()) + return err + } + + for _, file := range files { + if file.IsDir() { + if err = uploadCodeToMinio(codePath+file.Name()+"/", jobName, parentDir+file.Name()+"/"); err != nil { + log.Error("uploadCodeToMinio(%s) failed: %s", file.Name(), err.Error()) + return err + } + } else { + destObject := setting.CBCodePathPrefix + jobName + parentDir + file.Name() + sourceFile := codePath + file.Name() + err = storage.Attachments.UploadObject(destObject, sourceFile) + if err != nil { + log.Error("UploadObject(%s) failed: %s", file.Name(), err.Error()) + return err + } + } + } + + return nil +} + +func readDir(dirname string) ([]os.FileInfo, error) { + f, err := os.Open(dirname) + if err != nil { + return nil, err + } + + list, err := f.Readdir(0) + f.Close() + if err != nil { + //todo: can not upload empty folder + if err == io.EOF { + return nil, nil + } + return nil, err + } + + //sort.Slice(list, func(i, j int) bool { return list[i].Name() < list[j].Name() }) + return list, nil +} +func mkModelPath(modelPath string) error { + return mkPathAndReadMeFile(modelPath, "You can put the files into this directory and download the files by the web page.") +} + +func mkPathAndReadMeFile(path string, text string) error { + err := os.MkdirAll(path, os.ModePerm) + if err != nil { + log.Error("MkdirAll(%s) failed:%v", path, err) + return err + } + + fileName := path + "README" + f, err := os.OpenFile(fileName, os.O_WRONLY|os.O_CREATE|os.O_TRUNC, os.ModePerm) + if err != nil { + log.Error("OpenFile failed", err.Error()) + return err + } + + defer f.Close() + + _, err = f.WriteString(text) + if err != nil { + log.Error("WriteString failed", err.Error()) + return err + } + + return nil +} + +func getPreTrainModelPath(pretrainModelDir string, fileName string) string { + index := strings.Index(pretrainModelDir, "/") + if index > 0 { + filterBucket := pretrainModelDir[index+1:] + return filterBucket + fileName + } else { + return "" + } + +} + +func generateCommand(repoName, processorType, codeRemotePath, dataRemotePath, bootFile, paramSrc, outputRemotePath, datasetName, pretrainModelPath, pretrainModelFileName, modelRemoteObsUrl string) (string, error) { + var command string + + //prepare + workDir := grampus.NpuWorkDir + if processorType == grampus.ProcessorTypeNPU { + command += "pwd;cd " + workDir + grampus.CommandPrepareScriptNpu + } else if processorType == grampus.ProcessorTypeGPU { + workDir = grampus.GpuWorkDir + command += "pwd;cd " + workDir + fmt.Sprintf(grampus.CommandPrepareScriptGpu, setting.Grampus.SyncScriptProject, setting.Grampus.SyncScriptProject) + } + + //download code & dataset + if processorType == grampus.ProcessorTypeNPU { + //no need to download code & dataset by internet + } else if processorType == grampus.ProcessorTypeGPU { + commandDownload := "./downloader_for_minio " + setting.Grampus.Env + " " + codeRemotePath + " " + grampus.CodeArchiveName + " '" + dataRemotePath + "' '" + datasetName + "'" + commandDownload = processPretrainModelParameter(pretrainModelPath, pretrainModelFileName, commandDownload) + command += commandDownload + } + + //unzip code & dataset + if processorType == grampus.ProcessorTypeNPU { + //no need to process + } else if processorType == grampus.ProcessorTypeGPU { + unZipDatasetCommand := GenerateDatasetUnzipCommand(datasetName) + commandUnzip := "cd " + workDir + "code;unzip -q master.zip;rm -f master.zip;echo \"start to unzip dataset\";cd " + workDir + "dataset;" + unZipDatasetCommand + command += commandUnzip + } + + command += "echo \"unzip finished;start to exec code;\";" + + // set export + var commandExport string + if processorType == grampus.ProcessorTypeNPU { + commandExport = "export bucket=" + setting.Bucket + " && export remote_path=" + outputRemotePath + ";" + } else if processorType == grampus.ProcessorTypeGPU { + commandExport = "export env=" + setting.Grampus.Env + " && export remote_path=" + outputRemotePath + ";" + } + + command += commandExport + + //exec code + var parameters models.Parameters + var paramCode string + + if len(paramSrc) != 0 { + err := json.Unmarshal([]byte(paramSrc), ¶meters) + if err != nil { + log.Error("Failed to Unmarshal params: %s (%v)", paramSrc, err) + return command, err + } + + for _, parameter := range parameters.Parameter { + paramCode += " --" + parameter.Label + "=" + parameter.Value + } + } + + var commandCode string + if processorType == grampus.ProcessorTypeNPU { + paramCode += " --model_url=" + modelRemoteObsUrl + commandCode = "/bin/bash /home/work/run_train_for_openi.sh /home/work/openi.py " + grampus.NpuLocalLogUrl + paramCode + ";" + } else if processorType == grampus.ProcessorTypeGPU { + if pretrainModelFileName != "" { + paramCode += " --ckpt_url" + "=" + workDir + "pretrainmodel/" + pretrainModelFileName + } + commandCode = "cd " + workDir + "code/" + strings.ToLower(repoName) + ";python " + bootFile + paramCode + ";" + } + + command += commandCode + + //get exec result + commandGetRes := "result=$?;" + command += commandGetRes + + //upload models + if processorType == grampus.ProcessorTypeNPU { + // no need to upload + } else if processorType == grampus.ProcessorTypeGPU { + commandUpload := "cd " + workDir + setting.Grampus.SyncScriptProject + "/;./uploader_for_gpu " + setting.Grampus.Env + " " + outputRemotePath + " " + workDir + "output/;" + command += commandUpload + } + + //check exec result + commandCheckRes := "bash -c \"[[ $result -eq 0 ]] && exit 0 || exit -1\"" + command += commandCheckRes + + return command, nil +} +func processPretrainModelParameter(pretrainModelPath string, pretrainModelFileName string, commandDownload string) string { + commandDownloadTemp := commandDownload + if pretrainModelPath != "" { + commandDownloadTemp += " '" + pretrainModelPath + "' '" + pretrainModelFileName + "'" + } + commandDownloadTemp += ";" + return commandDownloadTemp +} + +func GenerateDatasetUnzipCommand(datasetName string) string { + var unZipDatasetCommand string + + datasetNameArray := strings.Split(datasetName, ";") + if len(datasetNameArray) == 1 { //单数据集 + unZipDatasetCommand = "unzip -q '" + datasetName + "';" + if strings.HasSuffix(datasetNameArray[0], ".tar.gz") { + unZipDatasetCommand = "tar --strip-components=1 -zxvf '" + datasetName + "';" + } + unZipDatasetCommand += "rm -f '" + datasetName + "';" + + } else { //多数据集 + for _, datasetNameTemp := range datasetNameArray { + if strings.HasSuffix(datasetNameTemp, ".tar.gz") { + unZipDatasetCommand = unZipDatasetCommand + "tar -zxvf '" + datasetNameTemp + "';" + } else { + unZipDatasetCommand = unZipDatasetCommand + "unzip -q '" + datasetNameTemp + "' -d './" + strings.TrimSuffix(datasetNameTemp, ".zip") + "';" + } + unZipDatasetCommand += "rm -f '" + datasetNameTemp + "';" + } + + } + return unZipDatasetCommand +} + +func getPoolId() string { + var resourcePools modelarts.ResourcePool + json.Unmarshal([]byte(setting.ResourcePools), &resourcePools) + + return resourcePools.Info[0].ID +} + +func PrepareSpec4Show(task *models.Cloudbrain) { + s, err := resource.GetCloudbrainSpec(task.ID) + if err != nil { + log.Info("error:" + err.Error()) + return + } + task.Spec = s +} + +func IsTaskNotStop(task *models.Cloudbrain) bool { + statuses := CloudbrainOneNotFinalStatuses + if task.Type == models.TypeCloudBrainTwo || task.Type == models.TypeCDCenter { + statuses = CloudbrainTwoNotFinalStatuses + } else { + statuses = GrampusNotFinalStatuses + } + + for _, status := range statuses { + if task.Status == status { + return true + } + } + return false + +} + +func SyncTaskStatus(task *models.Cloudbrain) error { + if task.Type == models.TypeCloudBrainOne { + result, err := cloudbrain.GetJob(task.JobID) + if err != nil { + log.Info("error:" + err.Error()) + return fmt.Errorf("repo.cloudbrain_query_fail") + } + + if result != nil { + jobRes, _ := models.ConvertToJobResultPayload(result.Payload) + taskRoles := jobRes.TaskRoles + taskRes, _ := models.ConvertToTaskPod(taskRoles[cloudbrain.SubTaskName].(map[string]interface{})) + + oldStatus := task.Status + task.Status = taskRes.TaskStatuses[0].State + + task.ContainerID = taskRes.TaskStatuses[0].ContainerID + models.ParseAndSetDurationFromCloudBrainOne(jobRes, task) + + if task.DeletedAt.IsZero() { //normal record + if oldStatus != task.Status { + notification.NotifyChangeCloudbrainStatus(task, oldStatus) + } + err = models.UpdateJob(task) + if err != nil { + return fmt.Errorf("repo.cloudbrain_query_fail") + + } + } + + } else { + log.Info("error:" + err.Error()) + return fmt.Errorf("repo.cloudbrain_query_fail") + } + } else if task.Type == models.TypeCloudBrainTwo || task.Type == models.TypeCDCenter { + err := modelarts.HandleTrainJobInfo(task) + if err != nil { + return fmt.Errorf("repo.cloudbrain_query_fail") + } + + } else if task.Type == models.TypeC2Net { + result, err := grampus.GetJob(task.JobID) + if err != nil { + log.Error("GetJob failed:" + err.Error()) + return fmt.Errorf("repo.cloudbrain_query_fail") + } + + if result != nil { + if len(result.JobInfo.Tasks[0].CenterID) == 1 && len(result.JobInfo.Tasks[0].CenterName) == 1 { + task.AiCenter = result.JobInfo.Tasks[0].CenterID[0] + "+" + result.JobInfo.Tasks[0].CenterName[0] + } + oldStatus := task.Status + task.Status = grampus.TransTrainJobStatus(result.JobInfo.Status) + + if task.Status != oldStatus || task.Status == models.GrampusStatusRunning { + task.Duration = result.JobInfo.RunSec + if task.Duration < 0 { + task.Duration = 0 + } + task.TrainJobDuration = models.ConvertDurationToStr(task.Duration) + + if task.StartTime == 0 && result.JobInfo.StartedAt > 0 { + task.StartTime = timeutil.TimeStamp(result.JobInfo.StartedAt) + } + if task.EndTime == 0 && models.IsTrainJobTerminal(task.Status) && task.StartTime > 0 { + task.EndTime = task.StartTime.Add(task.Duration) + } + task.CorrectCreateUnix() + if oldStatus != task.Status { + notification.NotifyChangeCloudbrainStatus(task, oldStatus) + if models.IsTrainJobTerminal(task.Status) && task.ComputeResource == models.NPUResource { + if len(result.JobInfo.Tasks[0].CenterID) == 1 { + urchin.GetBackNpuModel(task.ID, grampus.GetRemoteEndPoint(result.JobInfo.Tasks[0].CenterID[0]), grampus.BucketRemote, grampus.GetNpuModelObjectKey(task.JobName), grampus.GetCenterProxy(setting.Grampus.LocalCenterID)) + } + } + } + err = models.UpdateJob(task) + if err != nil { + log.Error("UpdateJob failed:" + err.Error()) + return fmt.Errorf("repo.cloudbrain_query_fail") + } + } + } + } + return nil + +} + +func getTrainJobCommand(option api.CreateTrainJobOption) (string, error) { + var command string + bootFile := strings.TrimSpace(option.BootFile) + params := option.Params + + if !strings.HasSuffix(bootFile, ".py") { + log.Error("bootFile(%s) format error", bootFile) + return command, errors.New("bootFile format error") + } + + var parameters models.Parameters + var param string + if len(params) != 0 { + err := json.Unmarshal([]byte(params), ¶meters) + if err != nil { + log.Error("Failed to Unmarshal params: %s (%v)", params, err) + return command, err + } + + for _, parameter := range parameters.Parameter { + param += " --" + parameter.Label + "=" + parameter.Value + } + } + if option.CkptName != "" { + param += " --ckpt_url" + "=" + "/pretrainmodel/" + option.CkptName + } + + command += "python /code/" + bootFile + param + " > " + cloudbrain.ModelMountPath + "/" + option.DisplayJobName + "-" + cloudbrain.LogFile + + return command, nil +} + +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 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) { + userImageUrl := "" + userCommand := "" + if engineId < 0 { + tmpCodeObsPath := strings.Trim(req.CodeObsPath, "/") + tmpCodeObsPaths := strings.Split(tmpCodeObsPath, "/") + lastCodeDir := "code" + if len(tmpCodeObsPaths) > 0 { + lastCodeDir = tmpCodeObsPaths[len(tmpCodeObsPaths)-1] + } + userCommand = "/bin/bash /home/work/run_train.sh 's3://" + req.CodeObsPath + "' '" + lastCodeDir + "/" + req.BootFile + "' '/tmp/log/train.log' --'data_url'='s3://" + req.DataUrl + "' --'train_url'='s3://" + req.TrainUrl + "'" + var versionInfos modelarts.VersionInfo + if err := json.Unmarshal([]byte(setting.EngineVersions), &versionInfos); err != nil { + log.Info("json parse err." + err.Error()) + } else { + for _, engine := range versionInfos.Version { + if engine.ID == engineId { + userImageUrl = engine.Url + break + } + } + } + for _, param := range req.Parameters { + userCommand += " --'" + param.Label + "'='" + param.Value + "'" + } + return userCommand, userImageUrl + } + return userCommand, userImageUrl +} diff --git a/services/cloudbrain/resource/resource_queue.go b/services/cloudbrain/resource/resource_queue.go index 2798a2b11..4e2dac8de 100644 --- a/services/cloudbrain/resource/resource_queue.go +++ b/services/cloudbrain/resource/resource_queue.go @@ -16,7 +16,7 @@ func AddResourceQueue(req models.ResourceQueueReq) error { } func UpdateResourceQueue(queueId int64, req models.ResourceQueueReq) error { - if _, err := models.UpdateResourceQueueById(queueId, models.ResourceQueue{ + if _, err := models.UpdateResourceCardsTotalNum(queueId, models.ResourceQueue{ CardsTotalNum: req.CardsTotalNum, Remark: req.Remark, }); err != nil { diff --git a/services/cloudbrain/resource/resource_specification.go b/services/cloudbrain/resource/resource_specification.go index b68abbb88..8f4182d87 100644 --- a/services/cloudbrain/resource/resource_specification.go +++ b/services/cloudbrain/resource/resource_specification.go @@ -1,20 +1,23 @@ package resource import ( + "encoding/json" + "errors" + "fmt" + "strconv" + "strings" + "time" + "code.gitea.io/gitea/models" "code.gitea.io/gitea/modules/cloudbrain" + "code.gitea.io/gitea/modules/convert" "code.gitea.io/gitea/modules/grampus" "code.gitea.io/gitea/modules/log" "code.gitea.io/gitea/modules/modelarts" "code.gitea.io/gitea/modules/setting" + api "code.gitea.io/gitea/modules/structs" "code.gitea.io/gitea/routers/response" "code.gitea.io/gitea/services/admin/operate_log" - "encoding/json" - "errors" - "fmt" - "strconv" - "strings" - "time" ) func AddResourceSpecification(doerId int64, req models.ResourceSpecificationReq) error { @@ -127,10 +130,49 @@ func GetResourceSpecificationList(opts models.SearchResourceSpecificationOptions if err != nil { return nil, err } - return models.NewResourceSpecAndQueueListRes(n, r), nil } +//GetAllDistinctResourceSpecification returns specification and queue after distinct +//totalSize is always 0 here +func GetAllDistinctResourceSpecification(opts models.SearchResourceSpecificationOptions) (*models.ResourceSpecAndQueueListRes, error) { + opts.Page = 0 + opts.PageSize = 1000 + opts.OrderBy = models.SearchSpecOrder4Standard + _, r, err := models.SearchResourceSpecification(opts) + if err != nil { + return nil, err + } + nr := distinctResourceSpecAndQueue(r) + return models.NewResourceSpecAndQueueListRes(0, nr), nil +} + +func distinctResourceSpecAndQueue(r []models.ResourceSpecAndQueue) []models.ResourceSpecAndQueue { + specs := make([]models.ResourceSpecAndQueue, 0, len(r)) + sourceSpecIdMap := make(map[string]models.ResourceSpecAndQueue, 0) + for i := 0; i < len(r); i++ { + spec := r[i] + if spec.SourceSpecId == "" { + specs = append(specs, spec) + continue + } + if _, has := sourceSpecIdMap[spec.SourceSpecId]; has { + //prefer to use on-shelf spec + if sourceSpecIdMap[spec.SourceSpecId].Status != spec.Status && spec.Status == models.SpecOnShelf { + for k, v := range specs { + if v.ResourceSpecification.ID == sourceSpecIdMap[spec.SourceSpecId].ResourceSpecification.ID { + specs[k] = spec + } + } + } + continue + } + specs = append(specs, spec) + sourceSpecIdMap[spec.SourceSpecId] = spec + } + return specs +} + func GetResourceSpecificationScenes(specId int64) ([]models.ResourceSceneBriefRes, error) { r, err := models.GetSpecScenes(specId) if err != nil { @@ -197,6 +239,7 @@ func AddSpecOperateLog(doerId int64, operateType string, newValue, oldValue *mod } func FindAvailableSpecs(userId int64, opts models.FindSpecsOptions) ([]*models.Specification, error) { + opts.SpecStatus = models.SpecOnShelf r, err := models.FindSpecs(opts) if err != nil { log.Error("FindAvailableSpecs error.%v", err) @@ -210,6 +253,18 @@ func FindAvailableSpecs(userId int64, opts models.FindSpecsOptions) ([]*models.S return specs, err } +func FindAvailableSpecs4Show(userId int64, opts models.FindSpecsOptions) ([]*api.SpecificationShow, error) { + specs, err := FindAvailableSpecs(userId, opts) + if err != nil { + return nil, err + } + result := make([]*api.SpecificationShow, len(specs)) + for i, v := range specs { + result[i] = convert.ToSpecification(v) + } + return result, nil +} + func filterExclusiveSpecs(r []*models.Specification, userId int64) []*models.Specification { specs := make([]*models.Specification, 0, len(r)) specMap := make(map[int64]string, 0) diff --git a/services/cloudbrain/util.go b/services/cloudbrain/util.go index ab738927e..dc9177ecf 100644 --- a/services/cloudbrain/util.go +++ b/services/cloudbrain/util.go @@ -1,27 +1,29 @@ package cloudbrain import ( + "strings" + + "code.gitea.io/gitea/models" "code.gitea.io/gitea/modules/context" "code.gitea.io/gitea/modules/setting" - "strings" ) -func GetAiCenterShow(aiCenter string,ctx *context.Context) string{ +func GetAiCenterShow(aiCenter string, ctx *context.Context) string { aiCenterInfo := strings.Split(aiCenter, "+") - if len(aiCenterInfo) == 2{ - if setting.C2NetMapInfo!=nil { - if info,ok:=setting.C2NetMapInfo[aiCenterInfo[0]];ok { + if len(aiCenterInfo) == 2 { + if setting.C2NetMapInfo != nil { + if info, ok := setting.C2NetMapInfo[aiCenterInfo[0]]; ok { if ctx.Language() == "zh-CN" { return info.Content } else { return info.ContentEN } - }else{ + } else { return aiCenterInfo[1] } - }else{ + } else { return aiCenterInfo[1] } @@ -29,5 +31,42 @@ func GetAiCenterShow(aiCenter string,ctx *context.Context) string{ return "" +} + +func GetAiCenterInfoByCenterCode(aiCenterCode string) *setting.C2NetSequenceInfo { + if setting.AiCenterCodeAndNameMapInfo != nil { + if info, ok := setting.AiCenterCodeAndNameMapInfo[aiCenterCode]; ok { + return info + } else { + return nil + } + } else { + return nil + } +} + +func getAiCenterCode(aiCenter string) string { + aiCenterInfo := strings.Split(aiCenter, "+") + return aiCenterInfo[0] +} + +func UpdateCloudbrainAiCenter(cloudbrain *models.CloudbrainInfo) *models.CloudbrainInfo { + if cloudbrain.Cloudbrain.Type == models.TypeCloudBrainOne { + cloudbrain.Cloudbrain.AiCenter = models.AICenterOfCloudBrainOne + cloudbrain.Cloudbrain.Cluster = models.OpenICluster + } + if cloudbrain.Cloudbrain.Type == models.TypeCloudBrainTwo { + cloudbrain.Cloudbrain.AiCenter = models.AICenterOfCloudBrainTwo + cloudbrain.Cloudbrain.Cluster = models.OpenICluster + } + if cloudbrain.Cloudbrain.Type == models.TypeCDCenter { + cloudbrain.Cloudbrain.AiCenter = models.AICenterOfChengdu + cloudbrain.Cloudbrain.Cluster = models.OpenICluster + } + if cloudbrain.Cloudbrain.Type == models.TypeC2Net { + cloudbrain.Cloudbrain.AiCenter = getAiCenterCode(cloudbrain.Cloudbrain.AiCenter) + cloudbrain.Cloudbrain.Cluster = models.C2NetCluster + } + return cloudbrain } diff --git a/templates/admin/cloudbrain/list.tmpl b/templates/admin/cloudbrain/list.tmpl index b6dfec77d..20e704a4d 100755 --- a/templates/admin/cloudbrain/list.tmpl +++ b/templates/admin/cloudbrain/list.tmpl @@ -170,7 +170,7 @@
- {{if .AiCenter}}{{.AiCenter}}{{else}}--{{end}} + {{if .AiCenter}}{{.AiCenter}}{{else}}--{{end}}
@@ -184,16 +184,16 @@ spanEl.setAttribute('title', cardType); spanEl.innerText = cardType; - var cluster = spec.Cluster || '--'; + var cluster = {{.Cluster}} || '--'; var clusterName = document.querySelector('.cloudbrain_debug').dataset['cluster' + cluster[0] + cluster.toLocaleLowerCase().slice(1)] || '--'; spanEl = document.querySelector('.cluster_{{.DisplayJobName}}_{{$JobID}}'); spanEl.setAttribute('title', cluster); spanEl.innerText = clusterName; - var aiCenter = spec.AiCenterName || '--'; - spanEl = document.querySelector('.aicenter_{{.DisplayJobName}}_{{$JobID}}'); - spanEl.setAttribute('title', aiCenter); - spanEl.innerText = aiCenter; + // var aiCenter = spec.AiCenterName || '--'; + // spanEl = document.querySelector('.aicenter_{{.DisplayJobName}}_{{$JobID}}'); + // spanEl.setAttribute('title', aiCenter); + // spanEl.innerText = aiCenter; })(); diff --git a/templates/admin/cloudbrain/search.tmpl b/templates/admin/cloudbrain/search.tmpl index 12e8a7515..09e5f865e 100644 --- a/templates/admin/cloudbrain/search.tmpl +++ b/templates/admin/cloudbrain/search.tmpl @@ -71,22 +71,20 @@ document.addEventListener('DOMContentLoaded', function() { $.ajax({ type: "GET", - url: "/api/v1/cloudbrain/get_center_info", + url: "/api/v1/cloudbrainboard/cloudbrain/resource_queues", dataType: "json", data: {}, success: function (res) { - var data = res || []; + var data = res.resourceQueues || []; var aiCenterSelEl = $('#aiCenter-sel'); var itemEl = aiCenterSelEl.find('.menu .item').eq(0); var selectAiCenterCode = aiCenterSelEl.find('.default').attr('aicenter'); var selectAiCenterName = ''; var lang = document.querySelector('html').getAttribute('lang') || 'en-US'; - var except = ['', 'more']; for (var i = 0, iLen = data.length; i < iLen; i++) { var dataI = data[i]; - var aiCenterCode = dataI.name; - if (except.indexOf(aiCenterCode) >= 0) continue; - var aiCenterName = lang === 'en-US' ? dataI.content_en : dataI.content; + var aiCenterCode = dataI.AiCenterCode; + var aiCenterName = dataI.AiCenterName; var itemClone = itemEl.clone(); var oHref = itemClone.attr('href'); var oId = itemClone.attr('id'); diff --git a/templates/admin/cloudbrain/search_dashboard.tmpl b/templates/admin/cloudbrain/search_dashboard.tmpl index 2bf738dc9..7c4c1527d 100644 --- a/templates/admin/cloudbrain/search_dashboard.tmpl +++ b/templates/admin/cloudbrain/search_dashboard.tmpl @@ -85,22 +85,20 @@ document.addEventListener('DOMContentLoaded', function() { $.ajax({ type: "GET", - url: "/api/v1/cloudbrain/get_center_info", + url: "/api/v1/cloudbrainboard/cloudbrain/resource_queues", dataType: "json", data: {}, success: function (res) { - var data = res || []; + var data = res.resourceQueues || []; var aiCenterSelEl = $('#aiCenter-sel'); var itemEl = aiCenterSelEl.find('.menu .item').eq(0); var selectAiCenterCode = aiCenterSelEl.find('.default').attr('aicenter'); var selectAiCenterName = ''; var lang = document.querySelector('html').getAttribute('lang') || 'en-US'; - var except = ['', 'more']; for (var i = 0, iLen = data.length; i < iLen; i++) { var dataI = data[i]; - var aiCenterCode = dataI.name; - if (except.indexOf(aiCenterCode) >= 0) continue; - var aiCenterName = lang === 'en-US' ? dataI.content_en : dataI.content; + var aiCenterCode = dataI.AiCenterCode; + var aiCenterName = dataI.AiCenterName; var itemClone = itemEl.clone(); var oHref = itemClone.attr('href'); var oId = itemClone.attr('id'); diff --git a/templates/base/footer_content.tmpl b/templates/base/footer_content.tmpl index cb732bbbe..b4c8518c4 100755 --- a/templates/base/footer_content.tmpl +++ b/templates/base/footer_content.tmpl @@ -24,11 +24,30 @@
{{.LangName}}
{{range .AllLangs}} - {{.Name}} + + {{.Name}} {{end}}
- + {{.i18n.Tr "custom.Platform_Tutorial"}} {{if .EnableSwagger}} API{{end}} {{if .IsSigned}} diff --git a/templates/base/footer_content_fluid.tmpl b/templates/base/footer_content_fluid.tmpl index 723c78045..be17f2781 100755 --- a/templates/base/footer_content_fluid.tmpl +++ b/templates/base/footer_content_fluid.tmpl @@ -22,10 +22,30 @@
{{.LangName}}
{{range .AllLangs}} - {{.Name}} + + {{.Name}} {{end}}
+ {{.i18n.Tr "custom.Platform_Tutorial"}} {{if .EnableSwagger}} API{{end}} {{if .IsSigned}} diff --git a/templates/base/head_navbar.tmpl b/templates/base/head_navbar.tmpl index f9908f6f0..50521516f 100755 --- a/templates/base/head_navbar.tmpl +++ b/templates/base/head_navbar.tmpl @@ -38,7 +38,7 @@ {{.i18n.Tr "repo.model_manager"}}
- 模型体验 + {{.i18n.Tr "repo.model_experience"}}
diff --git a/templates/base/head_navbar_fluid.tmpl b/templates/base/head_navbar_fluid.tmpl index 010568e8d..b2fd60787 100644 --- a/templates/base/head_navbar_fluid.tmpl +++ b/templates/base/head_navbar_fluid.tmpl @@ -38,7 +38,7 @@ {{.i18n.Tr "repo.model_manager"}}
- 模型体验 + {{.i18n.Tr "repo.model_experience"}}
@@ -633,24 +599,24 @@
- - + +
-
- +
@@ -364,9 +364,9 @@ $("#task_name").removeClass("error") } - data['desc']= $('#Description').val() - data['modelId'] = $('#ModelVersion').val() - data['SrcEngine'] = $('#SrcEngine').val(); + data['desc']= $('#description').val() + data['modelId'] = $('#modelVersion').val() + data['srcEngine'] = $('#srcEngine').val(); data['inputshape']= $('#inputshape').val(); if(inputshapeNotValid(data['inputshape'])){ @@ -379,10 +379,10 @@ } data['inputdataformat']= $('#inputdataformat').val(); - data['DestFormat'] = $('#DestFormat').val(); - data['NetOutputFormat']= $('#NetOutputFormat').val(); - data['ModelFile'] = $('#ModelFile').val(); - if(data['ModelFile']==""){ + data['destFormat'] = $('#destFormat').val(); + data['netOutputFormat']= $('#netOutputFormat').val(); + data['modelFile'] = $('#modelFile').val(); + if(data['modelFile']==""){ $('.ui.error.message').text("{{.i18n.Tr "repo.modelconvert.modelfileempty"}}") $('.ui.error.message').css('display','block') $("#ModelFile_Div").addClass("error") @@ -392,11 +392,11 @@ } $.post(`${repolink}/modelmanage/create_model_convert`,data,(result) => { console.log("result=" + result); - if(result.result_code ==0){ + if(result.code ==0){ $('.ui.modal.second').modal('hide'); window.location.reload(); }else{ - $('.ui.error.message').text(result.message) + $('.ui.error.message').text(result.msg) $('.ui.error.message').css('display','block') } }) @@ -456,7 +456,7 @@ $('#choice_version').dropdown({ onChange:function(value){ console.log("model version:" + value); - $('#choice_version input[name="ModelVersion"]').val(value) + $('#choice_version input[name="modelVersion"]').val(value) loadModelFile(value); } }) @@ -464,26 +464,26 @@ $('#choice_file').dropdown({ onChange:function(value){ console.log("model file:" + value); - $('#choice_file input[name="ModelFile"]').val(value) + $('#choice_file input[name="modelFile"]').val(value) } }) }) function srcEngineChanged(){ - var ele = window.document.getElementById("SrcEngine"); + var ele = window.document.getElementById("srcEngine"); var index=ele.selectedIndex; var options=ele.options; var option = options[index]; - console.log("SrcEngine value=" + option); + console.log("srcEngine value=" + option); let destFormatHtml = ""; let netOutputFormatHtml = ""; if(option==null || option =="undefined" || option.value == 0){ destFormatHtml += "" netOutputFormatHtml += ""; } - $('#DestFormat').html(destFormatHtml); - $('#NetOutputFormat').html(netOutputFormatHtml); + $('#destFormat').html(destFormatHtml); + $('#netOutputFormat').html(netOutputFormatHtml); } function loadModelList(){ @@ -509,7 +509,7 @@ if(modelId ==null || modelId ==""){ console.log("modelId is null"); }else{ - $.get(`${repolink}/modelmanage/query_modelfile_for_predict?ID=${modelId}`, (data) => { + $.get(`${repolink}/modelmanage/query_modelfile_for_predict?id=${modelId}`, (data) => { const n_length = data.length let file_html='' let firstFileName ='' @@ -526,7 +526,7 @@ } $("#model-file").append(file_html) $('#choice_file .default.text').text(firstFileName) - $('#choice_file input[name="ModelFile"]').val(firstFileName) + $('#choice_file input[name="modelFile"]').val(firstFileName) }) } @@ -550,19 +550,19 @@ n_length = versionList.length let train_html='' for (let i=0;i${versionList[i].Version}
` + train_html += `
${versionList[i].version}
` train_html += '
' } $("#model-version").append(train_html) - $('#choice_version .default.text').text(versionList[0].Version) - $('#choice_version input[name="ModelVersion"]').val(versionList[0].ID) - loadModelFile(versionList[0].ID); + $('#choice_version .default.text').text(versionList[0].version) + $('#choice_version input[name="modelVersion"]').val(versionList[0].id) + loadModelFile(versionList[0].id); } setEngineValue(value); } function setEngineValue(value){ - $('#SrcEngine').dropdown('clear'); + $('#srcEngine').dropdown('clear'); console.log("setEngineValue value=" + value); let html = "" html +=""; @@ -570,7 +570,8 @@ html +=""; html +=""; html +=""; - $('#SrcEngine').html(html); + + $('#srcEngine').html(html); srcEngineChanged(); } function getSelected(engineOption, modelName){ @@ -580,13 +581,13 @@ let nameMap = modelData.nameMap let versionList = nameMap[modelName] if(versionList != null && versionList.length >0){ - if(versionList[0].Engine == engineOption){ + if(versionList[0].engine == engineOption){ return "selected=\"selected\""; }else{ - if((versionList[0].Engine==122 || versionList[0].Engine==37) && engineOption==2){ + if((versionList[0].engine==122 || versionList[0].engine==37) && engineOption==2){ return "selected=\"selected\""; } - if((versionList[0].Engine==121 || versionList[0].Engine==38) && engineOption==1){ + if((versionList[0].engine==121 || versionList[0].engine==38) && engineOption==1){ return "selected=\"selected\""; } } diff --git a/templates/repo/modelmanage/create_local_1.tmpl b/templates/repo/modelmanage/create_local_1.tmpl new file mode 100644 index 000000000..965221335 --- /dev/null +++ b/templates/repo/modelmanage/create_local_1.tmpl @@ -0,0 +1,10 @@ +{{template "base/head" .}} + +
+ {{template "repo/header" .}} +
+
+
+
+ +{{template "base/footer" .}} diff --git a/templates/repo/modelmanage/create_local_2.tmpl b/templates/repo/modelmanage/create_local_2.tmpl new file mode 100644 index 000000000..5780c6194 --- /dev/null +++ b/templates/repo/modelmanage/create_local_2.tmpl @@ -0,0 +1,11 @@ +{{template "base/head" .}} + +
+ {{template "repo/header" .}} + +
+
+
+
+ +{{template "base/footer" .}} diff --git a/templates/repo/modelmanage/create_online.tmpl b/templates/repo/modelmanage/create_online.tmpl new file mode 100644 index 000000000..32503d1f0 --- /dev/null +++ b/templates/repo/modelmanage/create_online.tmpl @@ -0,0 +1,581 @@ +{{template "base/head" .}} + + +
+
+
+
+
+
+
+
+
+{{$repository := .Repository.ID}} +
+ {{template "repo/header" .}} +
+
+
+
+

{{.i18n.Tr "repo.model.manage.import_online_model"}}

+
+
+
+ +
+ +
+
+ +
+
+ + +   + +
+
+
+
+ +
+
+ +
+
+ +
+
+ +
+ +
+
+
+ +
+
+ + +
+
+
+
+ +
+
+ +
+
+
+
+ +
+
+ +
+
+
+
+ + +
+
+
+
+
+
+{{template "base/footer" .}} + + + diff --git a/templates/repo/modelmanage/index.tmpl b/templates/repo/modelmanage/index.tmpl index 062e1908f..b358384e3 100644 --- a/templates/repo/modelmanage/index.tmpl +++ b/templates/repo/modelmanage/index.tmpl @@ -25,6 +25,23 @@ border-bottom-left-radius: 4px; box-shadow: 0 2px 3px 0 rgb(34 36 38 / 15%); } + .m-blue-btn { + background-color: rgb(22, 132, 252) !important; + } + .m-blue-btn:hover { + background-color: #66b1ff !important; + color: #fff; + } + + .m-blue-btn:focus { + background-color: #66b1ff !important; + color: #fff; + } + + .m-blue-btn:active { + background-color: #3a8ee6 !important; + color: #fff; + } @@ -57,8 +74,10 @@
+ {{$.i18n.Tr "repo.model.manage.import_local_model"}} {{$.i18n.Tr "repo.model.manage.import_new_model"}} + href="{{.RepoLink}}/modelmanage/create_online_model">{{$.i18n.Tr "repo.model.manage.import_online_model"}}
{{if eq $.MODEL_COUNT 0}} @@ -66,6 +85,7 @@
{{$.i18n.Tr "repo.model.manage.notcreatemodel"}}
+ +
{{$.i18n.Tr "repo.model.manage.createmodel_tip"}} {{$.i18n.Tr "repo.model.manage.createtrainjob"}}
{{$.i18n.Tr "repo.platform_instructions1"}} {{$.i18n.Tr "repo.platform_instructions2"}} {{$.i18n.Tr "repo.platform_instructions3"}}
@@ -138,20 +160,20 @@
- +
- +