Browse Source

Merge remote-tracking branch 'origin/V20221116' into fix-3144

fix-3144
liuzx 2 years ago
parent
commit
f8705f4540
55 changed files with 4639 additions and 1011 deletions
  1. +10
    -10
      README.md
  2. +32
    -0
      models/ai_model_manage.go
  3. +2
    -2
      models/attachment.go
  4. +7
    -0
      models/cloudbrain.go
  5. +75
    -0
      models/file_chunk.go
  6. +2
    -0
      models/models.go
  7. +17
    -1
      models/resource_specification.go
  8. +377
    -227
      models/user_business_analysis.go
  9. +200
    -0
      models/user_business_struct.go
  10. +26
    -0
      modules/grampus/resty.go
  11. +1
    -1
      modules/setting/setting.go
  12. +2
    -2
      modules/storage/minio.go
  13. +26
    -10
      modules/storage/minio_ext.go
  14. +24
    -25
      modules/storage/obs.go
  15. +4
    -2
      options/locale/locale_en-US.ini
  16. +4
    -2
      options/locale/locale_zh-CN.ini
  17. +1
    -0
      routers/admin/resources.go
  18. +4
    -1
      routers/api/v1/api.go
  19. +9
    -3
      routers/api/v1/repo/cloudbrain.go
  20. +13
    -10
      routers/api/v1/repo/modelarts.go
  21. +9
    -0
      routers/api/v1/repo/modelmanage.go
  22. +6
    -0
      routers/repo/ai_model_convert.go
  23. +291
    -32
      routers/repo/ai_model_manage.go
  24. +18
    -17
      routers/repo/attachment.go
  25. +323
    -0
      routers/repo/attachment_model.go
  26. +28
    -7
      routers/repo/grampus.go
  27. +13
    -0
      routers/routes/routes.go
  28. +1
    -1
      services/cloudbrain/cloudbrainTask/sync_status.go
  29. +1
    -0
      services/cloudbrain/resource/resource_specification.go
  30. +21
    -2
      templates/base/footer_content.tmpl
  31. +21
    -1
      templates/base/footer_content_fluid.tmpl
  32. +11
    -84
      templates/repo/cloudbrain/trainjob/show.tmpl
  33. +11
    -5
      templates/repo/grampus/trainjob/show.tmpl
  34. +2
    -3
      templates/repo/modelarts/trainjob/show.tmpl
  35. +10
    -0
      templates/repo/modelmanage/create_local_1.tmpl
  36. +11
    -0
      templates/repo/modelmanage/create_local_2.tmpl
  37. +581
    -0
      templates/repo/modelmanage/create_online.tmpl
  38. +25
    -3
      templates/repo/modelmanage/index.tmpl
  39. +5
    -528
      templates/repo/modelmanage/showinfo.tmpl
  40. +52
    -19
      web_src/js/components/Model.vue
  41. +1
    -1
      web_src/js/components/basic/editDialog.vue
  42. +1
    -1
      web_src/js/features/cloudrbanin.js
  43. +6
    -0
      web_src/js/features/i18nVue.js
  44. +11
    -10
      web_src/js/index.js
  45. +106
    -0
      web_src/vuepages/apis/modules/modelmanage.js
  46. +3
    -0
      web_src/vuepages/const/index.js
  47. +61
    -0
      web_src/vuepages/langs/config/en-US.js
  48. +61
    -0
      web_src/vuepages/langs/config/zh-CN.js
  49. +706
    -0
      web_src/vuepages/pages/modelmanage/common/modelmanage-common-detail.vue
  50. +17
    -0
      web_src/vuepages/pages/modelmanage/common/vp-modelmanage-common-detail.js
  51. +470
    -0
      web_src/vuepages/pages/modelmanage/local/modelmanage-local-create-1.vue
  52. +851
    -0
      web_src/vuepages/pages/modelmanage/local/modelmanage-local-create-2.vue
  53. +17
    -0
      web_src/vuepages/pages/modelmanage/local/vp-modelmanage-local-create-1.js
  54. +17
    -0
      web_src/vuepages/pages/modelmanage/local/vp-modelmanage-local-create-2.js
  55. +35
    -1
      web_src/vuepages/utils/index.js

+ 10
- 10
README.md View File

@@ -2,7 +2,7 @@

<h1><img src="public/img/favicon.png" alt="logo" width="30" height="30">AiForge - 启智AI开发协作平台</h1>

[![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<b>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</b>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
<img src="https://git.openi.org.cn/OpenI/aiforge/wiki/raw/img/wechatgroup.jpg" width=200px />
<img src="https://openi.pcl.ac.cn/OpenI/aiforge/wiki/raw/img/wechatgroup.jpg" width=200px />

## 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

+ 32
- 0
models/ai_model_manage.go View File

@@ -14,6 +14,7 @@ import (
type AiModelManage struct {
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"`
@@ -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)


+ 2
- 2
models/attachment.go View File

@@ -134,7 +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
@@ -550,7 +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 {


+ 7
- 0
models/cloudbrain.go View File

@@ -291,6 +291,13 @@ 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


+ 75
- 0
models/file_chunk.go View File

@@ -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
}

+ 2
- 0
models/models.go View File

@@ -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"}


+ 17
- 1
models/resource_specification.go View File

@@ -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 {
@@ -233,10 +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 {


+ 377
- 227
models/user_business_analysis.go View File

@@ -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
}

+ 200
- 0
models/user_business_struct.go View File

@@ -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"`
}

+ 26
- 0
modules/grampus/resty.go View File

@@ -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()


+ 1
- 1
modules/setting/setting.go View File

@@ -1454,7 +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("")


+ 2
- 2
modules/storage/minio.go View File

@@ -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


+ 26
- 10
modules/storage/minio_ext.go View File

@@ -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 {


+ 24
- 25
modules/storage/obs.go View File

@@ -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



+ 4
- 2
options/locale/locale_en-US.ini View File

@@ -1268,12 +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


+ 4
- 2
options/locale/locale_zh-CN.ini View File

@@ -1283,12 +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


+ 1
- 0
routers/admin/resources.go View File

@@ -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)


+ 4
- 1
routers/api/v1/api.go View File

@@ -1012,7 +1012,9 @@ func RegisterRoutes(m *macaron.Macaron) {
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")
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)
@@ -1049,6 +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)
})
})


+ 9
- 3
routers/api/v1/repo/cloudbrain.go View File

@@ -634,7 +634,7 @@ 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"])
@@ -649,14 +649,20 @@ func CloudbrainGetLog(ctx *context.APIContext) {
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)


+ 13
- 10
routers/api/v1/repo/modelarts.go View File

@@ -280,15 +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{}{
@@ -298,11 +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))


+ 9
- 0
routers/api/v1/repo/modelmanage.go View File

@@ -104,3 +104,12 @@ func ShowModelConvertPage(ctx *context.APIContext) {
}

}

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)
}
}

+ 6
- 0
routers/repo/ai_model_convert.go View File

@@ -150,6 +150,7 @@ func SaveModelConvert(ctx *context.Context) {
go goCreateTask(modelConvert, ctx, task)

ctx.JSON(200, map[string]string{
"id": id,
"code": "0",
})
}
@@ -726,6 +727,11 @@ func ShowModelConvertPageInfo(ctx *context.Context) {
}
}

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 {


+ 291
- 32
routers/repo/ai_model_manage.go View File

@@ -22,16 +22,24 @@ 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) (string, error) {
@@ -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"] = ""
@@ -189,6 +196,139 @@ 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"))
@@ -292,6 +432,60 @@ 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.")
@@ -317,14 +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)
@@ -884,29 +1092,58 @@ 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")

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) {
@@ -1004,3 +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)
}

+ 18
- 17
routers/repo/attachment.go View File

@@ -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
}


+ 323
- 0
routers/repo/attachment_model.go View File

@@ -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",
})

}

+ 28
- 7
routers/repo/grampus.go View File

@@ -940,15 +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,
@@ -958,6 +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



+ 13
- 0
routers/routes/routes.go View File

@@ -729,6 +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)
@@ -1229,6 +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)


+ 1
- 1
services/cloudbrain/cloudbrainTask/sync_status.go View File

@@ -14,7 +14,7 @@ import (
var noteBookOKMap = make(map[int64]int, 20)

//if a task notebook url can get two times, the notebook can browser.
const successfulCount = 2
const successfulCount = 3

func SyncCloudBrainOneStatus(task *models.Cloudbrain) (*models.Cloudbrain, error) {
jobResult, err := cloudbrain.GetJob(task.JobID)


+ 1
- 0
services/cloudbrain/resource/resource_specification.go View File

@@ -138,6 +138,7 @@ func GetResourceSpecificationList(opts models.SearchResourceSpecificationOptions
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


+ 21
- 2
templates/base/footer_content.tmpl View File

@@ -24,11 +24,30 @@
<div class="text">{{.LangName}}</div>
<div class="menu">
{{range .AllLangs}}
<a lang="{{.Lang}}" class="item {{if eq $.Lang .Lang}}active selected{{end}}" href="{{if eq $.Lang .Lang}}#{{else}}{{$.Link}}?lang={{.Lang}}{{end}}">{{.Name}}</a>
<!-- <a lang="{{.Lang}}" class="item {{if eq $.Lang .Lang}}active selected{{end}}" href="{{if eq $.Lang .Lang}}#{{else}}{{$.Link}}?lang={{.Lang}}{{end}}">{{.Name}}</a> -->
<a lang="{{.Lang}}" class="item {{if eq $.Lang .Lang}}active selected{{end}}" href="javascript:;" olang="{{$.Lang}}" lang="{{.Lang}}" >{{.Name}}</a>
{{end}}
</div>
</div>

<script>
;(function() {
document.addEventListener('DOMContentLoaded', function() {
$('.ui.language .menu .item').on('click', function() {
var lang = $(this).attr('lang');
var oLang = $(this).attr('olang');
if (oLang === lang) return;
var origin = window.location.origin;
var pathname = window.location.pathname;
var search = window.location.search;
var hash = window.location.hash;
var oHref = window.location.href;
var urlSearchParams = new URLSearchParams(search);
urlSearchParams.set('lang', lang);
window.location.href = origin + pathname + '?' + urlSearchParams.toString() + hash;
});
});
})();
</script>
<a href="https://git.openi.org.cn/zeizei/OpenI_Learning" class="item" target="_blank"><i class="compass icon" ></i> {{.i18n.Tr "custom.Platform_Tutorial"}}</a>
{{if .EnableSwagger}}<a href="/api/swagger" class="item"><i class="plug icon"></i> API</a>{{end}}
{{if .IsSigned}}


+ 21
- 1
templates/base/footer_content_fluid.tmpl View File

@@ -22,10 +22,30 @@
<div class="text">{{.LangName}}</div>
<div class="menu">
{{range .AllLangs}}
<a lang="{{.Lang}}" class="item {{if eq $.Lang .Lang}}active selected{{end}}" href="{{if eq $.Lang .Lang}}#{{else}}{{$.Link}}?lang={{.Lang}}{{end}}">{{.Name}}</a>
<!--<a lang="{{.Lang}}" class="item {{if eq $.Lang .Lang}}active selected{{end}}" href="{{if eq $.Lang .Lang}}#{{else}}{{$.Link}}?lang={{.Lang}}{{end}}">{{.Name}}</a>-->
<a lang="{{.Lang}}" class="item {{if eq $.Lang .Lang}}active selected{{end}}" href="javascript:;" olang="{{$.Lang}}" lang="{{.Lang}}" >{{.Name}}</a>
{{end}}
</div>
</div>
<script>
;(function() {
document.addEventListener('DOMContentLoaded', function() {
$('.ui.language .menu .item').on('click', function() {
var lang = $(this).attr('lang');
var oLang = $(this).attr('olang');
if (oLang === lang) return;
var origin = window.location.origin;
var pathname = window.location.pathname;
var search = window.location.search;
var hash = window.location.hash;
var oHref = window.location.href;
var urlSearchParams = new URLSearchParams(search);
urlSearchParams.set('lang', lang);
window.location.href = origin + pathname + '?' + urlSearchParams.toString() + hash;
});
});
})();
</script>
<a href="https://git.openi.org.cn/zeizei/OpenI_Learning" class="item" target="_blank"><i class="compass icon"></i> {{.i18n.Tr "custom.Platform_Tutorial"}} </a>
{{if .EnableSwagger}}<a href="/api/swagger" class="item"><i class="plug icon" ></i> API</a>{{end}}
{{if .IsSigned}}


+ 11
- 84
templates/repo/cloudbrain/trainjob/show.tmpl View File

@@ -284,10 +284,7 @@
<div class="content-pad">
<div class="ui pointing secondary menu" style="border-bottom: 1px solid rgba(34,36,38,.15);">
<a class="active item"
data-tab="first{{$k}}">{{$.i18n.Tr "repo.modelarts.train_job.config"}}</a>
<a class="item" data-tab="second{{$k}}"
onclick="javascript:parseInfo()">{{$.i18n.Tr "repo.cloudbrain.runinfo"}}</a>
data-tab="first{{$k}}">{{$.i18n.Tr "repo.modelarts.train_job.config"}}</a>

<a class="item log_bottom" data-tab="third{{$k}}"
data-version="{{.VersionName}}">{{$.i18n.Tr "repo.modelarts.log"}}</a>
@@ -504,25 +501,6 @@

</div>
</div>

<div class="ui tab" data-tab="second{{$k}}">
<div>
<div class="ui message message{{.VersionName}}" style="display: none;">
<div id="header"></div>
</div>
<div class="ui attached log" id="log_state{{.VersionName}}"
style="height: 390px !important; overflow: auto;">
<input type="hidden" id="json_value" value="{{$.result.JobStatus.AppExitDiagnostics}}">
<input type="hidden" id="ExitDiagnostics" value="{{$.ExitDiagnostics}}">
<span id="info_display" class="info_text">

</span>
</div>

</div>

</div>

<div class="ui tab" data-tab="third{{$k}}">
<div class="file-info">
<a id="{{.VersionName}}-log-down"
@@ -712,7 +690,15 @@
<script src="{{StaticUrlPrefix}}/js/specsuse.js?v={{MD5 AppVer}}" type="text/javascript"></script>

<script>
var setting = {
var userName;
var repoPath;
$(document).ready(function(){
var url = window.location.href;
var urlArr = url.split('/')
userName = urlArr.slice(-5)[0]
repoPath = urlArr.slice(-4)[0]
});
var setting = {
check: {
enable: true,
chkboxType: {"Y":"ps", "N":"ps"}
@@ -922,66 +908,7 @@
$('.secondary.menu .item').tab();
});

let userName
let repoPath
let jobID
let downlaodFlag = {{ $.canDownload }}
let taskID = {{ $.task.ID }}
let realJobName = {{ $.task.JobName }}
$(document).ready(function () {
let url = window.location.href;
let urlArr = url.split('/')
userName = urlArr.slice(-5)[0]
repoPath = urlArr.slice(-4)[0]
jobID = urlArr.slice(-1)[0]
})
function stopBubbling(e) {
e = window.event || e;
if (e.stopPropagation) {
e.stopPropagation(); //阻止事件 冒泡传播
} else {
e.cancelBubble = true; //ie兼容
}
}

function loadLog(version_name) {
document.getElementById("mask").style.display = "block"
let startLine = $('input[name=end_line]').val();
if(startLine==""){
startLine=0;
}
let endLine = $('input[name=end_line]').val();
if(endLine==""){
endLine = 50;
}
$.get(`/${userName}/${repoPath}/cloudbrain/train-job/${jobID}/get_log?endLine=${endLine}&startLine=${startLine}`, (data) => {
$('input[name=end_line]').val(data.EndLine)
$('input[name=start_line]').val(data.StartLine)
$(`#log_file${version_name}`).text(data.Content)
document.getElementById("mask").style.display = "none"
}).fail(function (err) {
console.log(err);
document.getElementById("mask").style.display = "none"
});
}

function refreshStatus(version_name) {
$.get(`/api/v1/repos/${userName}/${repoPath}/cloudbrain/${taskID}?version_name=${versionname}`, (data) => {
// header status and duration
//$(`#${version_name}-duration-span`).text(data.JobDuration)
$(`#${version_name}-status-span span`).text(data.JobStatus)
$(`#${version_name}-status-span i`).attr("class", data.JobStatus)
// detail status and duration
//$('#'+version_name+'-duration').text(data.JobDuration)
$('#' + version_name + '-status').text(data.JobStatus)
loadLog(version_name)


}).fail(function (err) {
console.log(err);
});
stopBubbling(arguments.callee.caller.arguments[0])
}

function parseInfo() {
let jsonValue = document.getElementById("json_value").value;


+ 11
- 5
templates/repo/grampus/trainjob/show.tmpl View File

@@ -238,11 +238,8 @@
<span>
<div style="float: right;">
{{$.CsrfTokenHtml}}
</div>
<div class="ac-display-inblock title_text acc-margin-bottom">

<span class="cti-mgRight-sm">{{TimeSinceUnix1 .CreatedUnix}}</span>
<span class="cti-mgRight-sm">
{{$.i18n.Tr "repo.modelarts.current_version"}}:{{.VersionName}}</span>
@@ -260,7 +257,6 @@
<span class="refresh-status" data-tooltip="刷新" style="cursor: pointer;" data-inverted="" data-version="{{.VersionName}}">
<i class="redo icon redo-color"></i>
</span>

</div>
<div style="float: right;">
{{if and ($.canDownload) (ne .Status "WAITING") ($.Permission.CanWrite $.UnitTypeModelManage) }}
@@ -269,7 +265,6 @@
{{else}}
<a class="ti-action-menu-item disabled" id="{{.VersionName}}-create-model">{{$.i18n.Tr "repo.modelarts.create_model"}}</a>
{{end}}

</div>
</span>
</span>
@@ -282,6 +277,9 @@

<a class="active item" data-tab="first{{$k}}">{{$.i18n.Tr "repo.modelarts.train_job.config"}}</a>
<a class="item log_bottom" data-tab="second{{$k}}" data-version="{{.VersionName}}">{{$.i18n.Tr "repo.modelarts.log"}}</a>
{{ if eq $.Spec.ComputeResource "NPU"}}
<a class="item metric_chart" data-tab="four{{$k}}" data-version="{{.VersionName}}" data-path="{{$.RepoRelPath}}/grampus/train-job/{{.JobID}}/metrics">{{$.i18n.Tr "cloudbrain.resource_use"}}</a>
{{end}}
<a class="item load-model-file" data-tab="third{{$k}}" data-download-flag="{{$.canDownload}}" data-path="{{$.RepoLink}}/modelarts/train-job/{{.JobID}}/model_list" data-version="{{.VersionName}}" data-parents="" data-filename="" data-init="init" >{{$.i18n.Tr "repo.model_download"}}</a>
</div>
<div class="ui tab active" data-tab="first{{$k}}">
@@ -565,6 +563,14 @@
</div>

</div>
<div class="ui tab" data-tab="four{{$k}}" style="position: relative;">
<i class="ri-refresh-line metric_chart"
style="position: absolute;right: 25%;color:#3291f8;z-index:99;cursor: pointer;"
data-version="{{.VersionName}}"></i>
<div id="metric-{{.VersionName}}" style="height: 260px;width: 870px;">
</div>
</div>
<div class="ui tab" data-tab="third{{$k}}">
<input type="hidden" name="model{{.VersionName}}" value="-1">
<input type="hidden" name="modelback{{.VersionName}}" value="-1">


+ 2
- 3
templates/repo/modelarts/trainjob/show.tmpl View File

@@ -321,7 +321,7 @@
data-tab="first{{$k}}">{{$.i18n.Tr "repo.modelarts.train_job.config"}}</a>
<a class="item log_bottom" data-tab="second{{$k}}"
data-version="{{.VersionName}}">{{$.i18n.Tr "repo.modelarts.log"}}</a>
<a class="item metric_chart" data-tab="four{{$k}}" data-version="{{.VersionName}}">{{$.i18n.Tr "cloudbrain.resource_use"}}</a>
<a class="item metric_chart" data-tab="four{{$k}}" data-version="{{.VersionName}}" data-path="{{$.RepoRelPath}}/modelarts/train-job/{{.JobID}}/metric_statistics?version_name={{.VersionName}}&statistic_type=each&metrics=">{{$.i18n.Tr "cloudbrain.resource_use"}}</a>
<a class="item load-model-file" data-tab="third{{$k}}" data-download-flag="{{$.canDownload}}" data-path="{{$.RepoLink}}/modelarts/train-job/{{.JobID}}/model_list" data-version="{{.VersionName}}" data-parents="" data-filename="" data-init="init" >{{$.i18n.Tr "repo.model_download"}}</a>
</div>
<div class="ui tab active" data-tab="first{{$k}}">
@@ -726,13 +726,12 @@

</div>
</div>
</div>
{{template "base/footer" .}}

<script type="text/javascript" src="/self/ztree/js/jquery.ztree.core.js"></script>
<script type="text/javascript" src="/self/ztree/js/jquery.ztree.excheck.js"></script>
<script>
<script>
var setting = {
check: {
enable: true,


+ 10
- 0
templates/repo/modelmanage/create_local_1.tmpl View File

@@ -0,0 +1,10 @@
{{template "base/head" .}}
<link rel="stylesheet" href="{{StaticUrlPrefix}}/css/vp-modelmanage-local-create-1.css?v={{MD5 AppVer}}" />
<div class="repository release dataset-list view">
{{template "repo/header" .}}
<div class="ui container">
<div id="__vue-root"></div>
</div>
</div>
<script src="{{StaticUrlPrefix}}/js/vp-modelmanage-local-create-1.js?v={{MD5 AppVer}}"></script>
{{template "base/footer" .}}

+ 11
- 0
templates/repo/modelmanage/create_local_2.tmpl View File

@@ -0,0 +1,11 @@
{{template "base/head" .}}
<link rel="stylesheet" href="{{StaticUrlPrefix}}/css/vp-modelmanage-local-create-2.css?v={{MD5 AppVer}}" />
<div class="repository release dataset-list view">
{{template "repo/header" .}}
<script>var MAX_MODEL_SIZE = {{ .max_model_size }};</script>
<div class="ui container">
<div id="__vue-root"></div>
</div>
</div>
<script src="{{StaticUrlPrefix}}/js/vp-modelmanage-local-create-2.js?v={{MD5 AppVer}}"></script>
{{template "base/footer" .}}

+ 581
- 0
templates/repo/modelmanage/create_online.tmpl View File

@@ -0,0 +1,581 @@
{{template "base/head" .}}
<link rel="stylesheet" href="/self/ztree/css/zTreeStyle/zTreeStyle.css" type="text/css">
<style>
#newmodel .header {
height: 45px;
border: 1px solid #d4d4d5;
border-radius: 5px 5px 0 0;
font-size: 14px;
background: #f0f0f0;
display: flex;
align-items: center;
}
#newmodel .content {
margin-top: -1px;
border: 1px solid #d4d4d5;
border-top: none;
}
.inline.fields .right.aligned label{
width: 100% !important;
text-align: right;
}
.inline .ui.dropdown .text {
color: rgba(0, 0, 0, .87) !important;
max-width: 360px;
}
.newtext{
margin-left: 12px !important
}
.menuContent{
position: absolute;
background: #ffffff;
left: 0;
right: 26px;
top: 36px;
z-index:999;
border: 1px solid #96c8da;
border-top: 0;
border-bottom-right-radius: 4px;
border-bottom-left-radius: 4px;
box-shadow: 0 2px 3px 0 rgb(34 36 38 / 15%);
}
</style>
<div id="mask">
<div id="loadingPage">
<div class="rect1"></div>
<div class="rect2"></div>
<div class="rect3"></div>
<div class="rect4"></div>
<div class="rect5"></div>
</div>
</div>
{{$repository := .Repository.ID}}
<div class="repository release dataset-list view">
{{template "repo/header" .}}
<div class="ui container">
<div id="newmodel">
<div class="ui second">
<div class="header" style="padding: 1rem;background-color: rgba(240, 240, 240, 100);">
<h4 id="model_header">{{.i18n.Tr "repo.model.manage.import_online_model"}}</h4>
</div>
<div class="content content-padding">
<form id="formId" class="ui form dirty">
<input class="ays-ignore" type="hidden" name="initModel" value="{{$.MODEL_COUNT}}">
<div class="ui error message"></div>
<input class="ays-ignore" type="hidden" name="_csrf" value="">
<div class="inline fields">
<div class="required two wide field right aligned">
<label for="jobId">{{.i18n.Tr "repo.model.manage.select.trainjob"}}</label>
</div>
<div class="required thirteen wide inline field">
<div class="ui dropdown selection search loading" id="choice_model">
<input class="ays-ignore" type="hidden" id="jobId" name="jobId" required>
<div class="default text">{{.i18n.Tr "repo.model.manage.select.trainjob"}}</div>
<i class="dropdown icon"></i>
<div class="menu" id="job-name">
</div>
</div>
<label for="versionName">{{.i18n.Tr "repo.model.manage.version"}}</label>
<span>&nbsp;</span>
<div class="ui dropdown selection search" id="choice_version">
<input class="ays-ignore" type="hidden" id="versionName" name="versionName" required>
<div class="default text">{{.i18n.Tr "repo.model.manage.select.version"}}</div>
<i class="dropdown icon"></i>
<div class="menu" id="job-version">

</div>
</div>
</div>
</div>
<div class="required inline fields" id="modelname">
<div class="two wide field right aligned">
<label for="name">{{.i18n.Tr "repo.model.manage.model_name"}}</label>
</div>
<div class="eight wide field">
<input class="ays-ignore" id="name" name="name" required maxlength="25" onkeyup="this.value=this.value.replace(/[, ]/g,'')">
</div>
</div>
<div class="required inline fields" id="verionName" style="display:none;">
<div class="two wide field right aligned">
<label for="version">{{.i18n.Tr "repo.model.manage.version"}}</label>
</div>
<div class="eight wide field">
<input class="ays-ignore" id="version" name="version" value="" readonly required maxlength="255">
</div>
</div>
<div class="unite min_title inline fields required">
<div class="two wide field right aligned">
<label for="Engine">{{.i18n.Tr "repo.model.manage.engine"}}</label>
</div>
<div class="ui ten wide field dropdown selection" id="choice_Engine">
<input class="ays-ignore" type="hidden" id="engine" name="engine" required>
<div class="default text newtext">{{.i18n.Tr "repo.model.manage.select.engine"}}</div>
<i class="dropdown icon"></i>
<div class="menu" id="job-Engine">

</div>
</div>
</div>
<div class="unite min_title inline fields required">
<div class="two wide field right aligned">
<label for="modelSelectedFile">{{.i18n.Tr "repo.model.manage.modelfile"}}</label>
</div>
<div class="thirteen wide field" style="position:relative">
<input class="ays-ignore" id="modelSelectedFile" type="text" readonly required onclick="showMenu();" name="modelSelectedFile" >
<div id="menuContent" class="menuContent" style="display:none;">
<ul id="treeDemo" class="ztree"></ul>
</div>
</div>
</div>
<div class="inline fields">
<div class="two wide field right aligned">
<label for="Label">{{.i18n.Tr "repo.model.manage.modellabel"}} &nbsp</label>
</div>
<div class="thirteen wide field">
<input class="ays-ignore" id="label" name="label" maxlength="255" placeholder='{{.i18n.Tr "repo.modelarts.train_job.label_place"}}'>
</div>
</div>
<div class="inline fields">
<div class="two wide field right aligned">
<label for="description">{{.i18n.Tr "repo.model.manage.modeldesc"}} &nbsp</label>
</div>
<div class="thirteen wide field">
<textarea id="description" class="ays-ignore" name="description" rows="3"
maxlength="255" placeholder='{{.i18n.Tr "repo.modelarts.train_job.new_place"}}'
onchange="this.value=this.value.substring(0, 255)"
onkeydown="this.value=this.value.substring(0, 255)"
onkeyup="this.value=this.value.substring(0, 256)"></textarea>
</div>
</div>
</form>
<div class="inline field" style="margin-left:140px;margin-top:28px;">
<button id="submitId" type="button" class="ui create_train_job green button" onclick="submitSaveModel()"
style="">
{{.i18n.Tr "repo.model.manage.sava_model"}}
</button>
<button style="margin-left:0px;" class="ui button cancel" onclick="backToModelListPage()">{{.i18n.Tr "repo.cloudbrain.cancel"}}</button>
</div>
</div>
</div>
</div>
</div>
</div>
{{template "base/footer" .}}
<script type="text/javascript" src="/self/ztree/js/jquery.ztree.core.js"></script>
<script type="text/javascript" src="/self/ztree/js/jquery.ztree.excheck.js"></script>
<script>
;(function() {
var setting = {
check: {
enable: true,
chkboxType: {"Y":"ps", "N":"ps"}
},
view: {
dblClickExpand: false
},
callback: {
beforeClick: beforeClick,
onCheck: onCheck
}
};

function beforeClick(treeId, treeNode) {
var zTree = $.fn.zTree.getZTreeObj("treeDemo");
zTree.checkNode(treeNode, !treeNode.checked, null, true);
return false;
}
function onCheck(e, treeId, treeNode) {
var zTree = $.fn.zTree.getZTreeObj("treeDemo"),
nodes = zTree.getCheckedNodes(true),
v = "";
for (var i=0, l=nodes.length; i<l; i++) {
if(nodes[i].isParent){
continue;
}
var pathNodes = nodes[i].getPath();
var path ="";
for(var j=0;j<pathNodes.length;j++){
if(j ==0){
path += pathNodes[j].name;
}else{
path += "/" + pathNodes[j].name;
}
}
v += path + ";";
}
if (v.length > 0 ) v = v.substring(0, v.length-1);
var cityObj = $("#modelSelectedFile");
cityObj.attr("value", v);
}
function showMenu() {
var cityObj = $("#modelSelectedFile");
var cityOffset = $("#modelSelectedFile").offset();
// $("#menuContent").css({left:cityOffset.left + "px", top:cityOffset.top + cityObj.outerHeight() + "px"}).slideDown("fast");
$("#menuContent").slideDown("fast");

$("body").bind("mousedown", onBodyDown);
}
window.showMenu = showMenu;

function hideMenu() {
$("#menuContent").fadeOut("fast");
$("body").unbind("mousedown", onBodyDown);
}
function onBodyDown(event) {
if (!(event.target.id == "menuBtn" || event.target.id == "modelSelectedFile" || event.target.id == "menuContent" || $(event.target).parents("#menuContent").length>0)) {
hideMenu();
}
}

$(document).ready(function(){
//$.fn.zTree.init($("#treeDemo"), setting, zNodes);
});
let repolink = {{.RepoLink }}
let repoId = {{ $repository }}
const { _AppSubUrl, _StaticUrlPrefix, csrf } = window.config;
$('input[name="_csrf"]').val(csrf)
let modelData;
function createModelName() {
let repoName = location.pathname.split('/')[2]
let modelName = repoName + '_model_' + Math.random().toString(36).substr(2, 4)
$('#name').val(modelName)
$('#version').val("0.0.1")
}
let dirKey="isOnlyDir--:&";
/*
function showcreate(obj) {
$('.ui.modal.second')
.modal({
centered: false,
onShow: function () {
$('input[name="version"]').addClass('model_disabled')
$('.ui.dimmer').css({ "background-color": "rgb(136, 136, 136,0.7)" })
$("#job-name").empty()
createModelName()
loadTrainList()
},
onHide: function () {
var cityObj = $("#modelSelectedFile");
cityObj.attr("value", "");
document.getElementById("formId").reset();
$('#choice_model').dropdown('clear')
$('#choice_version').dropdown('clear')
$('#choice_Engine').dropdown('clear')
$('.ui.dimmer').css({ "background-color": "" })
$('.ui.error.message').text()
$('.ui.error.message').css('display', 'none')

}
})
.modal('show')
}
*/
$('input[name="version"]').addClass('model_disabled')
$('.ui.dimmer').css({ "background-color": "rgb(136, 136, 136,0.7)" })
$("#job-name").empty()
createModelName()
loadTrainList()

$(function () {
$('#choice_model').dropdown({
onChange: function (value) {
$("#choice_version").addClass("loading")
$('#choice_version').dropdown('clear')
$("#job-version").empty()
loadTrainVersion(value)
}
})

$('#choice_version').dropdown({
onChange: function (value) {
console.log("model version:" + value);
if (modelData != null) {
for (var i = 0; i < modelData.length; i++) {
if (modelData[i].VersionName == value) {
setEngine(modelData[i]);
loadModelFile(modelData[i]);
break;
}
}
}
}
})
});

function versionAdd(version) {
let versionArray = version.split('.')
if (versionArray[2] == '9') {
if (versionArray[1] == '9') {
versionArray[0] = String(Number(versionArray[1]) + 1)
versionArray[1] = '0'
} else {
versionArray[1] = String(Number(versionArray[1]) + 1)
}
versionArray[2] = '0'
} else {
versionArray[2] = String(Number(versionArray[2]) + 1)
}
return versionArray.join('.')
}

function loadTrainList() {
$.get(`${repolink}/modelmanage/query_train_job?repoId=${repoId}`, (data) => {

const n_length = data.length
if(n_length > 0){
let train_html = ''
for (let i = 0; i < n_length; i++) {
train_html += `<div class="item" data-value="${data[i].JobID}">${data[i].DisplayJobName}</div>`
train_html += '</div>'
}
$("#job-name").append(train_html)
$("#choice_model").removeClass("loading")
$('#choice_model .default.text').text(data[0].DisplayJobName)
$('#choice_model input[name="jobId"]').val(data[0].JobID)
loadTrainVersion()
}else{
$("#choice_model").removeClass("loading")
}
})
}

function loadTrainVersion(value) {
let tmp = $('#choice_model input[name="jobId"]').val();
let jobId = !value ? $('#choice_model input[name="jobId"]').val() : value
$.get(`${repolink}/modelmanage/query_train_job_version?jobId=${jobId}`, (data) => {
const n_length = data.length
let train_html = '';
modelData = data;
for (let i = 0; i < n_length; i++) {
var VersionName = data[i].VersionName || 'V0001';
train_html += `<div class="item" data-value="${VersionName}">${VersionName}</div>`
train_html += '</div>'
}
if (data.length) {
$("#job-version").append(train_html)
$("#choice_version").removeClass("loading")
var versionName = data[0].VersionName;
if (versionName == null || versionName == "") {
versionName = "V0001";
}
$('#choice_version .default.text').text(versionName)
$('#choice_version input[name="versionName"]').val(versionName)
setEngine(data[0])
loadModelFile(data[0])
}

})
}

function loadModelFile(trainJob){
console.log("trainJob=", trainJob);
$('#choice_file').dropdown('clear')
$("#model-file").empty()
if(trainJob ==null || trainJob ==""){
console.log("trainJob is null");
}else{
let type = trainJob.Type;
if(type == 2){
if(trainJob.ComputeResource=="NPU"){
type=1;
}else{
type=0;
}
}
$.get(`${repolink}/modelmanage/query_train_model?jobName=${trainJob.JobName}&type=${type}&versionName=${trainJob.VersionName}`, (data) => {
var cityObj = $("#modelSelectedFile");
cityObj.attr("value", "");
const n_length = data.length
let file_html=''
let firstFileName =''
var zNodes=[];
var nodesMap={};
for (let i=0;i<n_length;i++){
var parentNodeMap = nodesMap;
var fileSplits = data[i].FileName.split("/");
for(let j=0;j < fileSplits.length;j++){
if(fileSplits[j] == ""){
break;
}
if(parentNodeMap[fileSplits[j]] == null){
parentNodeMap[fileSplits[j]] = {};
}
parentNodeMap = parentNodeMap[fileSplits[j]];
}
}
for (let i=0;i<n_length;i++){
var parentNodeMap = nodesMap;
var fileSplits = data[i].FileName.split("/");
for(let j=0;j < fileSplits.length;j++){
if(fileSplits[j] == ""){
if(data[i].FileName[data[i].FileName.length -1] =="/"){
if(Object.keys(parentNodeMap).length ==0){
parentNodeMap[dirKey]="true";
}
}
break;
}
parentNodeMap = parentNodeMap[fileSplits[j]];
}
}
convertToNode(zNodes,nodesMap);
$.fn.zTree.init($("#treeDemo"), setting, zNodes);
})
}
}

function convertToNode(nodeList,nodesMap){
var keyList = Object.keys(nodesMap);
keyList.sort(function(a,b){
return a-b;
});
var isFirst = true;
for(var i=0; i<keyList.length;i++){
var node = {};
node["name"] = keyList[i];
nodeList.push(node);
if(nodesMap[keyList[i]] != null && Object.keys(nodesMap[keyList[i]]).length >0){
if(nodesMap[keyList[i]][dirKey] != null){
node["open"] = false;
node["isParent"] = true;
}else{
node["children"]=[];
if(isFirst){
node["open"] = true;
isFirst= false;
}
convertToNode(node["children"],nodesMap[keyList[i]]);
}
}
}
}

function setEngine(trainJob) {
console.log("trainJob=", trainJob);
$('#choice_Engine').dropdown('clear')
$("#job-Engine").empty()
if (trainJob.EngineName != null && trainJob.EngineName != "") {
srcEngine = trainJob.EngineName.split('-')[0]
srcEngine = srcEngine.trim().toLowerCase();
let selectedText = "PyTorch";
let selectedValue = 0;
let itemHtml = "<option class=\"item\" data-value=\"0\">PyTorch</option>";
if (srcEngine == 'tensorflow') {
selectedText = "TensorFlow";
selectedValue = 1;
itemHtml += "<option class=\"active item\" data-value=\"1\">TensorFlow</option>";
} else {
itemHtml += "<option class=\"item\" data-value=\"1\">TensorFlow</option>";
}
if (srcEngine == 'mindspore') {
selectedText = "MindSpore";
selectedValue = 2;
itemHtml += "<option class=\"active item\" data-value=\"2\">MindSpore</option>";
} else {
itemHtml += "<option class=\"item\" data-value=\"2\">MindSpore</option>";
}
itemHtml += "<option class=\"item\" data-value=\"4\">PaddlePaddle</option>"
itemHtml += "<option class=\"item\" data-value=\"5\">OneFlow</option>"
itemHtml += "<option class=\"item\" data-value=\"6\">MXNet</option>"
itemHtml += "<option class=\"item\" data-value=\"3\">Other</option>"

$('#choice_Engine .default.text').text(selectedText)
$('#choice_Engine input[name="engine"]').val(selectedValue)
$("#job-Engine").append(itemHtml);
$("#choice_Engine").removeClass('disabled');
} else {
let itemHtml = "<option class=\"active item\" data-value=\"0\">PyTorch</option>";
itemHtml += "<option class=\"item\" data-value=\"1\">TensorFlow</option>"
itemHtml += "<option class=\"item\" data-value=\"2\">MindSpore</option>"
itemHtml += "<option class=\"item\" data-value=\"4\">PaddlePaddle</option>"
itemHtml += "<option class=\"item\" data-value=\"5\">OneFlow</option>"
itemHtml += "<option class=\"item\" data-value=\"6\">MXNet</option>"
itemHtml += "<option class=\"item\" data-value=\"3\">Other</option>"
$('#choice_Engine .default.text').text("PyTorch");
$('#choice_Engine input[name="engine"]').val(0)
$("#job-Engine").append(itemHtml);
$("#choice_Engine").removeClass('disabled');
}
}

function check() {
let jobid = document.getElementById("jobId").value;
let versionname = document.getElementById("versionName").value;
let name = document.getElementById("name").value;
let version = document.getElementById("version").value;
let modelSelectedFile = document.getElementById("modelSelectedFile").value;
if (name == "") {
$("#modelname").closest('.required').addClass("error");
return false;
} else {
$("#modelname").closest('.required').removeClass("error");
}
if (versionname == "") {
$("#verionname").closest('.required').addClass("error");
return false;
} else {
$("#verionname").closest('.required').removeClass("error");
}
if (jobid == "") {
$("#jobId").closest('.required').addClass("error");
return false;
} else {
$("#jobId").closest('.required').removeClass("error");
}
if (modelSelectedFile == "") {
$("#modelSelectedFile").closest('.required').addClass("error");
return false;
} else {
$("#modelSelectedFile").closest('.required').removeClass("error");
}
if (versionname == "") {
$("#versionName").closest('.required').addClass("error");
return false;
} else {
$("#versionName").closest('.required').removeClass("error");
}
return true;
}

function submitSaveModel() {
let flag = check();
if (!flag) return false;
$(".ui.error.message").hide();
let cName = $("input[name='name']").val();
let version = $("input[name='version']").val();
let data = $("#formId").serialize();
const initModel = $("input[name='initModel']").val();
let url_href = location.href.split("create_online_model")[0] + 'create_new_model';
$("#mask").css({ display: "block", "z-index": "9999" });
$.ajax({
url: url_href,
type: "POST",
data: data,
success: function (res) {
backToModelListPage();
},
error: function (xhr) {
// 隐藏 loading
// 只有请求不正常(状态码不为200)才会执行
$(".ui.error.message").text(xhr.responseText);
$(".ui.error.message").show();
},
complete: function (xhr) {
$("#mask").css({ display: "none", "z-index": "1" });
},
});
}

function backToModelListPage() {
let url_href = location.href.split("create_online_model")[0] + 'show_model';
window.location.href = url_href;
}
window.submitSaveModel = submitSaveModel;
window.backToModelListPage = backToModelListPage;
})();
</script>

+ 25
- 3
templates/repo/modelmanage/index.tmpl View File

@@ -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;
}
</style>
<link rel="stylesheet" href="/self/ztree/css/zTreeStyle/zTreeStyle.css" type="text/css">

@@ -57,8 +74,10 @@
</div>
<div class="column right aligned">
<!-- -->
<a class="ui button {{if .Permission.CanWrite $.UnitTypeModelManage}} blue m-blue-btn {{else}} disabled {{end}}"
href="{{.RepoLink}}/modelmanage/create_local_model_1">{{$.i18n.Tr "repo.model.manage.import_local_model"}}</a>
<a class="ui button {{if .Permission.CanWrite $.UnitTypeModelManage}} green {{else}} disabled {{end}}"
onclick="showcreate(this)">{{$.i18n.Tr "repo.model.manage.import_new_model"}}</a>
href="{{.RepoLink}}/modelmanage/create_online_model">{{$.i18n.Tr "repo.model.manage.import_online_model"}}</a>
</div>
</div>
{{if eq $.MODEL_COUNT 0}}
@@ -66,6 +85,7 @@
<div class="ui icon header bgtask-header-pic"></div>
<div class="bgtask-content-header">{{$.i18n.Tr "repo.model.manage.notcreatemodel"}}</div>
<div class="bgtask-content">
<!--
{{if $.RepoIsEmpty}}
<div class="bgtask-content-txt">{{$.i18n.Tr "repo.model.manage.init1"}}<a href="{{.RepoLink}}">{{$.i18n.Tr "repo.model.manage.init2"}}</a></div>
{{end}}
@@ -73,6 +93,8 @@
<div class="bgtask-content-txt">{{$.i18n.Tr "repo.model.manage.createtrainjob_tip"}}<a
href="{{.RepoLink}}/modelarts/train-job">&nbsp;{{$.i18n.Tr "repo.model.manage.createtrainjob"}}</a></div>
{{end}}
-->
<div class="bgtask-content-txt">{{$.i18n.Tr "repo.model.manage.createmodel_tip"}}<a href="{{.RepoLink}}/modelarts/train-job">&nbsp;{{$.i18n.Tr "repo.model.manage.createtrainjob"}}</a></div>
<div class="bgtask-content-txt">{{$.i18n.Tr "repo.platform_instructions1"}}<a href="https://git.openi.org.cn/zeizei/OpenI_Learning">&nbsp;{{$.i18n.Tr "repo.platform_instructions2"}}&nbsp;</a>{{$.i18n.Tr "repo.platform_instructions3"}}</div>

</div>
@@ -421,7 +443,8 @@
let train_html = '';
modelData = data;
for (let i = 0; i < n_length; i++) {
train_html += `<div class="item" data-value="${data[i].VersionName}">${data[i].VersionName}</div>`
var VersionName = data[i].VersionName || 'V0001';
train_html += `<div class="item" data-value="${VersionName}">${VersionName}</div>`
train_html += '</div>'
}
if (data.length) {
@@ -568,5 +591,4 @@
$("#choice_Engine").removeClass('disabled');
}
}
</script>

+ 5
- 528
templates/repo/modelmanage/showinfo.tmpl View File

@@ -1,533 +1,10 @@
{{template "base/head" .}}
<div class="repository">
<link rel="stylesheet" href="{{StaticUrlPrefix}}/css/vp-modelmanage-common-detail.css?v={{MD5 AppVer}}" />
<div class="repository release dataset-list view">
{{template "repo/header" .}}
<style>
.model_header_text{
font-size: 14px;
color: #101010;
font-weight: bold;
}
.ti_form{
text-align: left;
max-width: 100%;
vertical-align: middle;
}
.ti-text-form-label {
padding-bottom: 20px;
padding-right: 20px;
color: #8a8e99;
font-size: 14px;
white-space: nowrap !important;
width: 80px;
line-height: 30px;
}
.ti-text-form-content {
line-height: 30px;
padding-bottom: 20px;
width: 100%;
}
.change-version{
min-width: auto !important;
border: 1px solid rgba(187, 187, 187, 100) !important;
border-radius: .38571429rem !important;
margin-left: 1.5em;
}
.title-word-elipsis{
overflow: hidden;
text-overflow: ellipsis;
white-space: nowrap;
width: 30%;
}
.word-elipsis{
overflow: hidden;
text-overflow: ellipsis;
white-space: nowrap;
padding-right: 80px;
}
.half-table{
width: 50%;
float: left;
}
.text-width80 {
width: 100px;
line-height: 30px;
}
.tableStyle{
width:100%;
table-layout: fixed;
}
.iword-elipsis{
display: inline-block;
width: 80%;
overflow: hidden;
text-overflow: ellipsis;
white-space: nowrap;
}
</style>
<div class="ui container">
<h4 class="ui header" id="vertical-segment">
<!-- <a href="javascript:window.history.back();"><i class="arrow left icon"></i>返回</a> -->
<div class="ui breadcrumb">
<a class="section" href="{{$.RepoLink}}/modelmanage/show_model">
{{$.i18n.Tr "repo.model.manage.model_manage"}}
</a>
<div class="divider"> / </div>
<div class="active section">{{.name}}</div>
</div>
<select class="ui dropdown tiny change-version" id="dropdown" onchange="changeInfo(this.value)">
</select>
</h4>
<div id="showInfo" style="border:1px solid #e2e2e2;padding: 20px 60px;margin-top:24px">
<div class="ui pointing secondary menu" style="border-bottom: 1px solid rgba(34,36,38,.15);">
<a class="active item" data-tab="first">{{$.i18n.Tr "repo.modelarts.train_job.config"}}</a>
<a class="item" data-tab="second">{{$.i18n.Tr "repo.model_download"}}</a>
</div>
<div class="ui tab active" data-tab="first">
<div class="half-table">
<span class="model_header_text">{{$.i18n.Tr "repo.model.manage.baseinfo"}}</span>
<table class="tableStyle" style="margin-top:20px;">
<tbody>
<tr>
<td class="ti-text-form-label text-width80">{{$.i18n.Tr "repo.model.manage.model_name"}}</td>
<td class="ti-text-form-content word-elipsis"><span id="modelName" title=""></span></td>
</tr>
<tr>
<td class="ti-text-form-label text-width80">{{$.i18n.Tr "repo.model.manage.version"}}</td>
<td class="ti-text-form-content word-elipsis"><span id="version" title=""></span></td>
</tr>
<tr>
<td class="ti-text-form-label text-width80">{{$.i18n.Tr "repo.migrate_items_labels"}}</td>
<td class="ti-text-form-content">
<div id="label" style="overflow: hidden;width: 95%;">
</div>
</td>
</tr>
<tr>
<td class="ti-text-form-label text-width80">{{$.i18n.Tr "repo.modelarts.model_size"}}</td>
<td class="ti-text-form-content word-elipsis"><span id="size" title=""></span></td>
</tr>
<tr>
<td class="ti-text-form-label text-width80">{{$.i18n.Tr "repo.modelarts.createtime"}}</td>
<td class="ti-text-form-content word-elipsis"><span id="createTime" title=""></span></td>
</tr>
<tr>
<td class="ti-text-form-label text-width80">{{$.i18n.Tr "repo.model.manage.description"}}</td>
<td class="ti-text-form-content" >
<div id="edit-td" style="display:flex">
<span id="description" title="" class="iword-elipsis"></span>
<i id="edit-pencil" data-id="" data-desc="" class="pencil alternate icon" style="cursor:pointer;vertical-align: top;" id="editor" onclick="editorFn(this)"></i>
</div>
</td>
</tr>
<tr>
<td class="ti-text-form-label text-width80">{{$.i18n.Tr "repo.modelarts.train_job"}}</td>
<td class="ti-text-form-content word-elipsis">
<a id="displayJobNameHref" class="title" style="font-size: 14px;" target="_blank">
<span id="displayJobName" class="fitted" style="width: 90%;vertical-align: middle;"></span>
</a>
</td>
</tr>
<tr>
<td class="ti-text-form-label text-width80">{{$.i18n.Tr "repo.modelarts.code_version"}}</td>
<td class="ti-text-form-content word-elipsis"><span id="codeBranch" title=""></span></td>
</tr>
<tr>
<td class="ti-text-form-label text-width80">{{$.i18n.Tr "repo.modelarts.train_job.start_file"}}</td>
<td class="ti-text-form-content word-elipsis"><span id="bootFile" title=""></span></td>
</tr>
<tr>
<td class="ti-text-form-label text-width80">{{$.i18n.Tr "repo.modelarts.train_job.train_dataset"}}</td>
<td class="ti-text-form-content word-elipsis"><span id="datasetName" title=""></span></td>
</tr>
<tr>
<td class="ti-text-form-label text-width80">{{$.i18n.Tr "repo.modelarts.train_job.run_parameter"}}</td>
<td class="ti-text-form-content word-elipsis"><span id="parameters" title=""></span></td>
</tr>
<tr>
<td class="ti-text-form-label text-width80">{{$.i18n.Tr "repo.modelarts.train_job.AI_Engine"}}</td>
<td class="ti-text-form-content word-elipsis"><span id="engineName" title=""></span></td>
</tr>
<tr>
<td class="ti-text-form-label text-width80">{{$.i18n.Tr "repo.modelarts.train_job.standard"}}</td>
<td class="ti-text-form-content word-elipsis"><span id="flavorName" title=""></span></td>
</tr>
<tr>
<td class="ti-text-form-label text-width80">{{$.i18n.Tr "repo.modelarts.train_job.compute_node"}}</td>
<td class="ti-text-form-content word-elipsis"><span id="workServerNumber" title=""></span></td>
</tr>
</tbody>
</table>
</div>
<div class="half-table">
<span class="model_header_text">{{$.i18n.Tr "repo.model.manage.model_accuracy"}}</span>
<table class="tableStyle" style="margin-top:20px;">
<tbody>
<tr>
<td class="ti-text-form-label text-width80">{{$.i18n.Tr "repo.model.manage.Accuracy"}}</td>
<td class="ti-text-form-content word-elipsis"><span id="Accuracy" title=""></span></td>
</tr>
<tr>
<td class="ti-text-form-label text-width80">F1</td>
<td class="ti-text-form-content word-elipsis"><span id="F1" title=""></span></td>
</tr>
<tr>
<td class="ti-text-form-label text-width80">{{$.i18n.Tr "repo.model.manage.Precision"}}</td>
<td class="ti-text-form-content word-elipsis"><span id="Precision" title=""></span></td>
</tr>
<tr>
<td class="ti-text-form-label text-width80">{{$.i18n.Tr "repo.model.manage.Recall"}}</td>
<td class="ti-text-form-content word-elipsis"><span id="Recall" title=""></span></td>
</tr>
</tbody>
</table>
</div>
<div style="clear: both;"></div>
</div>
<div class="ui tab" data-tab="second">
<input type="hidden" name="model" value="-1">
<input type="hidden" name="modelback" value="-1">
<div class='ui breadcrumb model_file_bread' id='file_breadcrumb'>
<div class="active section"></div>
<div class="divider"> / </div>
</div>
<div id="dir_list">
</div>
</div>
</div>
</div>
<div id="__vue-root"></div>
</div>
</div>
<script src="{{StaticUrlPrefix}}/js/vp-modelmanage-common-detail.js?v={{MD5 AppVer}}"></script>
{{template "base/footer" .}}
<script>
let url = location.href.split('show_model')[0]
let trainJobUrl =url.split('modelmanage')[0]
let ID = location.search.split('?name=').pop()
$(document).ready(function(){
$('.secondary.menu .item').tab();
});
$(document).ready(loadInfo);
function changeInfo(version){
$.get(`${url}show_model_info_api?name=${ID}`,(data)=>{
let versionData = data.filter((item)=>{
return item.version === version
})
let returnArray = []
returnArray = transObj(versionData)
let [initObj,initModelAcc,id] = returnArray
editorCancel('','')
renderInfo(initObj,initModelAcc,id)
loadModelFile(versionData[0].id,versionData[0].version,'','','init')
})
}
function loadInfo(){
$.get(`${url}show_model_info_api?name=${ID}`,(data)=>{
let html = ''
for (let i=0;i<data.length;i++){
if(!data[i].isCanOper){
$("#edit-pencil").css("display","none")
}
html += `<option value="${data[i].version}">${data[i].version}</option>`
}
$('#dropdown').append(html)
let returnArray = []
returnArray = transObj(data)
let [initObj,initModelAcc,id] = returnArray
renderInfo(initObj,initModelAcc,id)
loadModelFile(data[0].id,data[0].version,'','','init')
})
}
function getEngineName(model){
if(model.engine == 0){
return "PyTorch";
}else if(model.engine == 1 || model.engine == 121 || model.engine == 38){
return "TensorFlow";
}else if(model.engine == 2 || model.engine == 122 || model.engine == 35 || model.engine == 37){
return "MindSpore";
}else if(model.engine == 3){
return "Other";
}else if(model.engine == 4){
return "PaddlePaddle";
}else if(model.engine == 5){
return "OneFlow";
}else if(model.engine == 6){
return "MXNet";
}
else{
return "Other"
}
}
function transObj(data){
let {id,name,version,label,size,description,createdUnix,accuracy,codeBranch,codeCommitID,trainTaskInfo} = data[0]
let modelAcc = JSON.parse(accuracy)
trainTaskInfo = JSON.parse(trainTaskInfo)
let engineName = getEngineName(data[0])
parameters = JSON.parse(trainTaskInfo.Parameters)
parameters = parameters.parameter.length === 0 ? '--':parameters.parameter
size = tranSize(size)
let time = transTime(createdUnix)
let initObj = {
modelName:name || '--',
version:version,
label:label || '--',
size:size,
createTime:time,
description:description || '--',
codeBranch:codeBranch || '--',
codeCommitID:codeCommitID || '--',
bootFile:trainTaskInfo.BootFile || '--',
datasetName:trainTaskInfo.DatasetName || '--',
parameters:trainTaskInfo.Parameters || '--',
flavorName:trainTaskInfo.FlavorName || '--',
workServerNumber:trainTaskInfo.WorkServerNumber || '--',
parameters:parameters,
engineName:engineName,
displayJobName:trainTaskInfo.DisplayJobName || '--',
trainJobVersionName:trainTaskInfo.VersionName || '',
cloudBrainJobID:trainTaskInfo.JobID|| '',
cloudBrainType:trainTaskInfo.Type,
}
let initModelAcc = {
Accuracy: modelAcc.Accuracy || '--',
F1: modelAcc.F1 || '--',
Precision:modelAcc.Precision || '--',
Recall: modelAcc.Recall || '--'
}
return [initObj,initModelAcc,id]
}
function transTime(time){
let date = new Date(time * 1000);//时间戳为10位需*1000,时间戳为13位的话不需乘1000
let Y = date.getFullYear() + '-';
let M = (date.getMonth()+1 < 10 ? '0'+(date.getMonth()+1):date.getMonth()+1) + '-';
let D = (date.getDate()< 10 ? '0'+date.getDate():date.getDate())+ ' ';
let h = (date.getHours() < 10 ? '0'+date.getHours():date.getHours())+ ':';
let m = (date.getMinutes() < 10 ? '0'+date.getMinutes():date.getMinutes()) + ':';
let s = date.getSeconds() < 10 ? '0'+date.getSeconds():date.getSeconds();
return Y+M+D+h+m+s;
}
function tranSize(value){
if(null==value||value==''){
return "0 Bytes";
}
var unitArr = new Array("Bytes","KB","MB","GB","TB","PB","EB","ZB","YB");
var index=0;
var srcsize = parseFloat(value);
index=Math.floor(Math.log(srcsize)/Math.log(1024));
var size =srcsize/Math.pow(1024,index);
size=size.toFixed(2);//保留的小数位数
return size+unitArr[index];
}
function editorFn(context){
let id= context.dataset.id
let text = context.dataset.desc
let textValue = text.replace(/enter;/g,'\r\n')
$('#edit-td').replaceWith(`<div id='edit-div' style='width:80%;display: inline-block;'><textarea id='textarea-value' value='' rows='3' maxlength='255' style='width:80%;white-space: nowrap;' id='edit-text'>${textValue}</textarea><i class='check icon' style='color: #50d4ab;' onclick='editorSure("${text}","${id}")'></i><i class='times icon' style='color: #f66f6a;' onclick='editorCancel("${text}","${id}")'></i></div>`);
}
function editorCancel(text,id){
let objkey = text.replace(/enter;/g,'\r\n')
$('#edit-div').replaceWith(`<div id="edit-td" style="display:flex;"><span id="Description" title="${objkey}" class="iword-elipsis">${objkey}</span><i id="edit-pencil" data-id="${id}" data-desc="${text}" class="pencil alternate icon" style="cursor:pointer;vertical-align: top;" id="editor" onclick="editorFn(this)"></div>`)
}
function editorSure(text,id){
let description=$('#textarea-value').val()
let sourcetext = $('#textarea-value').val().replace(/\n/g,'enter;')
let data = {
id:id,
description:description
}
$.ajax({
url:`${url}modify_model`,
type:'PUT',
data:data
}).done((res)=>{
$('#edit-div').replaceWith(`<div id="edit-td" style="display:flex;"><span id="Description" title="${description}" class="iword-elipsis">${description}</span><i id="edit-pencil" data-id="${id}" data-desc="${sourcetext}" class="pencil alternate icon" style="cursor:pointer;vertical-align: top;" id="editor" onclick="editorFn(this)"></div>`)
})
}
function renderInfo(obj,accObj,id){
for(let key in obj){
if(key==="description"){
let descriptionText=obj[key].replace(/\r\n|\n/g,'enter;')
$(`#${key}`).text(obj[key])
$(`#${key}`).attr("title",obj[key])
$('#edit-pencil').attr("data-id",id)
$('#edit-pencil').attr("data-desc",descriptionText)
}
else if(key==="label"){
$('#Label').empty()
if(obj[key]==='--'){
$('#Label').text(obj[key])
}else{
let labelArray = obj[key].trim().replace(/ +/g,' ').split(' ')
let html=''
for(let i=0;i<labelArray.length;i++){
html += `<a class="ui label" title="${labelArray[i]}">${labelArray[i]}</a>`
}
$('#Label').append(html)
}
}
else if(key==="codeCommitID"){
let codeCommit = obj[key].slice(0,10)
let html = `<a style="margin-left:1rem" class="ui label" title="${codeCommit}">${codeCommit}</a>`
$('#CodeBranch').append(html)

}
else if(key==="displayJobName"){
let type=obj["cloudBrainType"]
let href=""
if(type==1){
href=trainJobUrl + "modelarts/train-job/" + obj["cloudBrainJobID"]
}else if(type==0){
href=trainJobUrl + "cloudbrain/train-job/" + obj["cloudBrainJobID"]
}else if(type==2){
href=trainJobUrl + "grampus/train-job/" + obj["CloudBrainJobID"]
}
$(`#displayJobNameHref`).attr("href",href)
$(`#displayJobNameHref`).attr("title",obj[key])
$(`#${key}`).text(obj[key])

let versionName = obj["trainJobVersionName"]
if(versionName!=""){
let html = `<span style="margin-left:1rem" class="ui label">${versionName}</span>`
$('#displayJobName').append(html)
}
}
else if(key==="parameters"){
if(obj[key]==='--'){
$(`#${key}`).text(obj[key])
}else{
const parameterArray = obj[key].map(element => {
let labelValue = `${element.label}=${element.value}`
return labelValue
});
const parameter = parameterArray.join('; ')
$(`#${key}`).text(parameter)
$(`#${key}`).attr("title",parameter)
}
}
else{
$(`#${key}`).text(obj[key])
$(`#${key}`).attr("title",obj[key])
}
}
for(let key in accObj){
$(`#${key}`).text(accObj[key])
$(`#${key}`).attr("title",accObj[key])
}
}

function loadModelFile(ID,version_name,parents,filename,init){
$.get(`${url}query_onelevel_modelfile?ID=${ID}&parentDir=${parents}`, (data) => {
$('#dir_list').empty()
renderDir(data,ID,version_name)
if(init==="init"){
$('input[name=model]').val("")
$('input[name=modelback]').val(version_name)
$('#file_breadcrumb').empty()
let htmlBread = ""
htmlBread += `<div class='active section'>${version_name}</div>`
htmlBread += "<div class='divider'> / </div>"
$('#file_breadcrumb').append(htmlBread)
}else{
renderBrend(ID,version_name,parents,filename,init)
}
})
}
function renderSize(value){
if(null==value||value==''){
return "0 Bytes";
}
var unitArr = new Array("Bytes","KB","MB","GB","TB","PB","EB","ZB","YB");
var index=0;
var srcsize = parseFloat(value);
index=Math.floor(Math.log(srcsize)/Math.log(1024));
var size =srcsize/Math.pow(1024,index);
size=size.toFixed(2);//保留的小数位数
return size+unitArr[index];
}

function renderBrend(ID,version_name,parents,filename,init){
if(init=="folder"){
let htmlBrend = ""
let sectionName=$('#file_breadcrumb .active.section').text()
let parents1 = $('input[name=model]').val()
let filename1 = $('input[name=modelback]').val()
if(parents1===""){
$('#file_breadcrumb .active.section').replaceWith(`<a class='section' onclick="loadModelFile('${ID}','${version_name}','${parents1}','','init')">${sectionName}</a>`)
}else{
$('#file_breadcrumb .active.section').replaceWith(`<a class='section' onclick="loadModelFile('${ID}','${version_name}','${parents1}','${filename1}')">${sectionName}</a>`)
}
htmlBrend += `<div class='active section'>${filename}</div>`
htmlBrend += "<div class='divider'> / </div>"
$('#file_breadcrumb').append(htmlBrend)
$('input[name=model]').val(parents)
$('input[name=modelback]').val(filename)
}else{
$('input[name=model]').val(parents)
$('input[name=modelback]').val(filename)
let selectEle = $('#file_breadcrumb a.section').filter(
(index, item) => {
return item.text == filename;
}
);
selectEle.nextAll().remove();
selectEle.after("<div class='divider'> / </div>");
selectEle.replaceWith(`<div class='active section'>${filename}</div>`);
}
}
function renderDir(data,ID,version_name){
let html=""
html += "<div class='ui grid' style='margin:0;'>"
html += "<div class='row' style='padding: 0;'>"
html += "<div class='ui sixteen wide column' style='padding:1rem;'>"
html += "<div class='dir list'>"
html += "<table id='repo-files-table' class='ui single line table pad20'>"
html += '<tbody>'
for(let i=0;i<data.length;i++){
let dirs_size = renderSize(data[i].Size)
html += "<tr>"
html += "<td class='name six wid'>"
html += "<span class='truncate'>"
html += "<span class='octicon octicon-file-directory'>"
html += "</span>"
if(data[i].IsDir){
html += `<a onclick="loadModelFile('${ID}','${version_name}','${data[i].ParenDir}','${data[i].FileName}','folder')">`
html += "<span class='fitted'><i class='folder icon' width='16' height='16' aria-hidden='true'></i>" + data[i].FileName + "</span>"
}else{
html += `<a href="${url}${ID}/downloadsingle?parentDir=${data[i].ParenDir}&fileName=${data[i].FileName}">`
html += "<span class='fitted'><i class='file icon' width='16' height='16' aria-hidden='true'></i>" + data[i].FileName + "</span>"
}
html += '</a>'
html += "</span>"
html += "</td>"
html += "<td class='message seven wide'>"
if(data[i].IsDir){
html += "<span class='truncate has-emoji'></span>"
}else{
html += "<span class='truncate has-emoji'>"+ `${dirs_size}` + "</span>"
}
html += "</td>"

html += "<td class='text right age three wide'>"
html += "<span class='truncate has-emoji'>" + data[i].ModTime + "</span>"
html += "</td>"
html += "</tr>"
}
html += "</tbody>"
html += "</table>"
html += "</div>"
html += "</div>"
html += "</div>"
html += "</div>"
$('#dir_list').append(html)
}
</script>

+ 52
- 19
web_src/js/components/Model.vue View File

@@ -16,16 +16,17 @@
prop="name"
:label="i18n.model_name"
align="left"
min-width="17%"
min-width="20%"
>
<template slot-scope="scope">
<div class="expand-icon" v-if="scope.row.hasChildren === false">
<i class="el-icon-arrow-right"></i>
</div>
<!-- <i class="el-icon-time"></i> -->
<span v-if="!scope.row.Children" :class="scope.row.modelType == '1' ? 'm-local' : 'm-online'">{{ scope.row.modelType == '1' ? i18n.local : i18n.online }}</span>
<a
class="text-over"
:href="showinfoHref + scope.row.name"
:href="showinfoHref + encodeURIComponent(scope.row.name)"
:title="scope.row.name"
>{{ scope.row.name }}</a
>
@@ -131,12 +132,12 @@

<el-table-column
:label="i18n.model_operation"
min-width="17%"
min-width="15%"
align="center"
>
<template slot-scope="scope">
<div class="space-around">
<a
<div class="space-around" >
<!--<a
:style="{
visibility: !scope.row.Children ? 'visible' : 'hidden',
}"
@@ -149,19 +150,23 @@
)
"
>{{ i18n.model_create_new_ver }}</a
>
<a
>-->
<a class="op-btn"
v-show="scope.row.modelType == 1"
:href="url + 'create_local_model_1?type=1&name=' + encodeURIComponent(scope.row.name) + '&id=' + scope.row.id"
:class="{ disabled: !scope.row.isCanOper }"
>{{ i18n.modify }}</a>
<a class="op-btn" v-show="scope.row.modelType != 1" style="color:transparent;cursor:default;" >{{ i18n.modify }}</a>
<a class="op-btn"
:href="loadhref + scope.row.id"
:class="{ disabled: !scope.row.isCanOper }"
>{{ i18n.model_download }}</a
>
<a
>{{ i18n.model_download }}</a>
<a class="op-btn"
:class="{ disabled: !scope.row.isCanDelete }"
@click="
deleteModel(scope.row.id, scope.row.cName, scope.row.rowKey)
"
>{{ i18n.model_delete }}</a
>
>{{ i18n.model_delete }}</a>
</div>
</template>
</el-table-column>
@@ -223,9 +228,10 @@ export default {
let tableData;
tableData = res.data;
for (let i = 0; i < tableData.length; i++) {
trainTaskInfo = JSON.parse(tableData[i].trainTaskInfo);
trainTaskInfo = JSON.parse(tableData[i].trainTaskInfo || '{}');
tableData[i].engineName = this.getEngineName(tableData[i]);
tableData[i].computeResource = trainTaskInfo.ComputeResource;
// tableData[i].computeResource = trainTaskInfo.ComputeResource;
tableData[i].computeResource = tableData[i].type == '0' ? 'CPU/GPU' : 'NPU';
tableData[i].cName = tableData[i].name;
tableData[i].rowKey = tableData[i].id + Math.random();
tableData[i].name = "";
@@ -474,7 +480,7 @@ export default {
try {
this.loadNodeMap.clear();
this.$axios
.get(location.href + "_api", {
.get(this.url + "show_model_api", {
params: this.params,
})
.then((res) => {
@@ -483,15 +489,15 @@ export default {
let trainTaskInfo;
this.tableData = res.data.data;
for (let i = 0; i < this.tableData.length; i++) {
trainTaskInfo = JSON.parse(this.tableData[i].trainTaskInfo);
trainTaskInfo = JSON.parse(this.tableData[i].trainTaskInfo || '{}');
this.tableData[i].cName = this.tableData[i].name;
this.tableData[i].rowKey = this.tableData[i].id + Math.random();
this.tableData[i].engineName = this.getEngineName(
this.tableData[i]
);
this.tableData[i].computeResource = trainTaskInfo.ComputeResource;
this.tableData[i].hasChildren =
res.data.data[i].versionCount === 1 ? false : true;
// this.tableData[i].computeResource = trainTaskInfo.ComputeResource;
this.tableData[i].computeResource = this.tableData[i].type == '0' ? 'CPU/GPU' : 'NPU';
this.tableData[i].hasChildren = res.data.data[i].versionCount === 1 ? false : true;
if (this.tableData[i].status !== 1) {
countStatus++;
}
@@ -615,6 +621,24 @@ export default {
white-space: nowrap;
}

.m-local {
background-color: rgb(22, 132, 252);
color: white;
padding: 2px 3px;
border-radius: 4px;
font-size: 12px;
margin-right: 2px;
}

.m-online {
background-color: rgb(91, 185, 115);
color: white;
padding: 2px 3px;
border-radius: 4px;
font-size: 12px;
margin-right: 2px;
}

.el-icon-arrow-right {
font-family: element-icons !important;
speak: none;
@@ -677,6 +701,15 @@ export default {
justify-content: space-around;
}

.op-btn-c {
text-align: right;
padding-right: 20px;
}

.op-btn {
margin: 0 0 0 5px;
}

.disabled {
cursor: default;
pointer-events: none;


+ 1
- 1
web_src/js/components/basic/editDialog.vue View File

@@ -1,6 +1,6 @@
<template>

<el-dialog :close-on-click-modal="!deleteLoading" v-dlg-drag :title="dialogTitle" :visible.sync="deleteDialog">
<el-dialog :close-on-click-modal="!deleteLoading" :title="dialogTitle" :visible.sync="deleteDialog">
<div class="message-box__content">


+ 1
- 1
web_src/js/features/cloudrbanin.js View File

@@ -398,7 +398,7 @@ export default async function initCloudrain() {
$(`#${jobName}`).popup("toggle");
} else {
let versionData = data.filter((item) => {
return item.Version === versionName;
return item.version === versionName;
});
if (versionData.length == 0) {
$(`#${jobName}`).popup("toggle");


+ 6
- 0
web_src/js/features/i18nVue.js View File

@@ -105,6 +105,9 @@ export const i18nVue = {
file_sync_fail:"文件同步失败",
no_file_to_download:"没有文件可以下载",
task_not_finished:"任务还未结束,稍后再来看看",
local:"本地",
online:"线上",
modify:"修改",
},
US: {
computer_vision: "computer vision",
@@ -216,5 +219,8 @@ export const i18nVue = {
file_sync_fail:"File synchronization failed",
no_file_to_download:"No files can be downloaded",
task_not_finished:"Task not finished yet, please wait",
local:"Local",
online:"Online",
modify:"Modify",
},
};

+ 11
- 10
web_src/js/index.js View File

@@ -6,8 +6,10 @@ import "./publicpath.js";
import "./polyfills.js";
import "./features/letteravatar.js";
import Vue from "vue";
import ElementUI from "element-ui";
import "element-ui/lib/theme-chalk/index.css";
import localeEn from 'element-ui/lib/locale/lang/en';
import localeZh from 'element-ui/lib/locale/lang/zh-CN';
import ElementUI from "element-ui";
import axios from "axios";
import qs from "qs";
import Cookies from "js-cookie";
@@ -56,15 +58,19 @@ import './features/ad.js';
import { Fancybox } from "./vendor/fancybox.esm.js";


Vue.use(ElementUI);
Vue.prototype.$axios = axios;
Vue.prototype.$Cookies = Cookies;
Vue.prototype.qs = qs;
Vue.prototype.$message = Message;
Vue.prototype.$locale = i18nVue;
window.i18n = i18nVue[document.querySelector('html').getAttribute('lang') == 'zh-CN' ? 'CN' : 'US'];
const lang = document.querySelector('html').getAttribute('lang');
window.i18n = i18nVue[lang == 'zh-CN' ? 'CN' : 'US'];
const { AppSubUrl, StaticUrlPrefix, csrf } = window.config;

Vue.use(ElementUI, {
locale: lang === 'zh-CN' ? localeZh : localeEn,
});

Object.defineProperty(Vue.prototype, "$echarts", {
value: echarts,
});
@@ -5071,12 +5077,7 @@ function initcreateRepo() {
initcreateRepo();

function initChartsNpu() {
const url = window.location.href;
const urlArr = url.split("/");
let userName = urlArr.slice(-5)[0];
let repoPath = urlArr.slice(-4)[0];
let jobID = urlArr.slice(-1)[0];

const repoPath = $('.metric_chart').data('path')
let options = {
legend: {
data: [],
@@ -5127,7 +5128,7 @@ function initChartsNpu() {
document.getElementById(`metric-${versionName}`)
);
$.get(
`${window.config.AppSubUrl}/api/v1/repos/${userName}/${repoPath}/modelarts/train-job/${jobID}/metric_statistics?version_name=${versionName}&statistic_type=each&metrics=`,
`${window.config.AppSubUrl}/api/v1/repos/${repoPath}`,
(res) => {
let filterDta = res.MetricsInfo.filter((item) => {
return ![


+ 106
- 0
web_src/vuepages/apis/modules/modelmanage.js View File

@@ -0,0 +1,106 @@
import service from "../service";
import Qs from 'qs';

// 保存本地模型
export const saveLocalModel = (data) => {
return service({
url: `${data.repo}/modelmanage/create_local_model`,
method: 'post',
headers: { 'Content-type': 'application/x-www-form-urlencoded' },
params: {},
data: Qs.stringify(data),
});
};

// 修改模型
// data: {id,type,name,version,engine,label,description:}
export const modifyModel = (data) => {
return service({
url: `${data.repo}/modelmanage/modify_model`,
method: 'put',
headers: { 'Content-type': 'application/x-www-form-urlencoded' },
params: {},
data: Qs.stringify(data),
});
};

// 求模型信息
export const getModelInfoByName = (params) => {
return service({
url: `${params.repo}/modelmanage/show_model_info_api`,
method: 'get',
params,
data: {},
});
};

// 求模型中文件列表
// params {repo, ID, parentDir}
export const getModelFiles = (params) => {
return service({
url: `${params.repo}/modelmanage/query_onelevel_modelfile`,
method: 'get',
params,
data: {},
});
};

// 删除模型文件
// params {repo, id, fileName}
export const deleteModelFile = (params) => {
return service({
url: `${params.repo}/modelmanage/delete_model_file`,
method: 'delete',
params,
data: {},
});
};

/* 文件上传相关 */
// 上传文件1: 获取文件chunks信息
// params: { md5, type: 0-CPU/GPU,1-NPU, file_name, scene: 'model', modeluuid }
// return: uploadID, uuid, uploaded, chunks, attachID, modeluuid, modelName, fileName
export const getChunks = (params) => {
return service({
url: `/attachments/model/get_chunks`,
method: 'get',
params,
data: {},
});
};

// 上传文件2: 上传新文件
// params: { totalChunkCounts, md5, size, fileType, type, file_name, scene=model, modeluuid=xxxx }
// return: uploadID, uuid
export const getNewMultipart = (params) => {
return service({
url: `/attachments/model/new_multipart`,
method: 'get',
params,
data: {},
});
};

// 上传文件3: 获取分片上传地址
// params: { uuid, uploadID, size, chunkNumber, type, file_name, scene=model }
// return: url
export const getMultipartUrl = (params) => {
return service({
url: `/attachments/model/get_multipart_url`,
method: 'get',
params,
data: {},
});
};

// 上传文件4: 完成上传后
// data: { uuid, uploadID, size, type, file_name, dataset_id, description, scene=model, modeluuid=xxxx }
export const setCompleteMultipart = (data) => {
return service({
url: `/attachments/model/complete_multipart`,
method: 'post',
headers: { 'Content-type': 'application/x-www-form-urlencoded' },
params: {},
data: Qs.stringify(data),
});
};

+ 3
- 0
web_src/vuepages/const/index.js View File

@@ -14,3 +14,6 @@ export const AI_CENTER = [{ k: 'OpenIOne', v: i18n.t('resourcesManagement.OpenIO
export const COMPUTER_RESOURCES = [{ k: 'GPU', v: 'GPU' }, { k: 'NPU', v: 'NPU' }, { k: 'MLU', v: 'MLU' }];
export const ACC_CARD_TYPE = [{ k: 'T4', v: 'T4' }, { k: 'A100', v: 'A100' }, { k: 'V100', v: 'V100' }, { k: 'ASCEND910', v: 'Ascend 910' }, { k: 'MLU270', v: 'MLU270' }, { k: 'RTX3080', v: 'RTX3080' }];
export const SPECIFICATION_STATUS = [{ k: '1', v: i18n.t('resourcesManagement.willOnShelf') }, { k: '2', v: i18n.t('resourcesManagement.onShelf') }, { k: '3', v: i18n.t('resourcesManagement.offShelf') }];

// 模型
export const MODEL_ENGINES = [{ k: '0', v: 'PyTorch' }, { k: '1', v: 'TensorFlow' }, { k: '2', v: 'MindSpore' }, { k: '4', v: 'PaddlePaddle' }, { k: '5', v: 'OneFlow' }, { k: '6', v: 'MXNet' }, { k: '3', v: 'Other' }];

+ 61
- 0
web_src/vuepages/langs/config/en-US.js View File

@@ -193,6 +193,67 @@ const en = {
dataDesensitizationModelDesc:'Use AI technology to desensitize the face and license plate number in the picture. For more information about this model, please visit the project',
limitFilesUpload:'Only jpg/jpeg/png files can be uploaded',
limitSizeUpload:'The size of the uploaded file cannot exceed 20M!',
modelManage: {
modelManage: 'Model management',
modelName: 'Model name',
useCluster: 'Available clusters',
local: 'Local',
online: 'Online',
createModel: 'Create Model',
importLocalModel: 'Import Lacal Model',
importOnlineModel: 'Import Online Model',
modifyModelInfo: 'Modify model information',
addModelFiles: 'Add model files',
uploadModelFiles: 'Upload model files',
pleaseInputModelName: 'Please input model name',
version: 'Version',
modelEngine: 'Model engine',
modelLabel: 'Model label',
modelLabelInputTips: 'Input labels, multiple labels are separated by spaces',
modelDescr: 'Model description',
modelDescrInputTips: 'The description should not exceed 256 characters',
confirm: 'Confirm',
cancel: 'Cancel',
modelCreateFailed: 'Model create failed',
modelModifyFailed: 'Model modify failed',
fileUpload: 'File upload',
upload: 'Upload',
uploadStatus: 'Upload status',
modelFileUploadDefaultTips: 'Click to add files or drag files here directly',
modelFileUploadErrTips: 'Up to 10 files can be uploaded at a time, and the total file size of the model does not exceed {size}GB',
modelFileNameTips: 'The file name should not exceed 128 characters',
fileIstoBig: 'File is to big',
removeFile: 'Rmove file',
uploadSuccess: 'upload success',
uploadFailed: 'upload failed',
calcFileMd5: 'Calculating file MD5...',
uploading: 'Uploading...',
fileHasAlreadyInTheModel: 'This file has already in the model: ',
basicInfo: 'Basic information',
modelSize: 'Model size',
descr: 'Description',
createTime: 'Create Time',
label: 'Label',
trainTaskInfo: 'Train task information',
trainTask: 'Train task',
codeBranch: 'Code branch',
bootFile: 'Boot file',
trainDataset: 'Train dataset',
specInfo: 'Specifications',
workServerNumber: 'Amount of compute node',
runParameters: 'Run parameters',
seeMore: 'View more',
collapseDetails: 'Collapse details',
modelFilesList: 'Mode files list',
fileName: 'File name',
fileSize: 'File size',
updateTime: 'Upate Time',
operate: 'Operation',
delete: 'Delete',
infoModificationFailed: 'Information modify failed',
deleteModelFileConfirmTips: 'Are you sure you want to delete the current model file?',
modelFileDeleteFailed: 'Model file delete failed',
},
}

export default en;

+ 61
- 0
web_src/vuepages/langs/config/zh-CN.js View File

@@ -193,6 +193,67 @@ const zh = {
dataDesensitizationModelDesc:'利用人工智能AI技术,把图片中的人脸、车牌号码进行脱敏处理。该模型更多信息请访问项目',
limitFilesUpload:'只能上传 jpg/jpeg/png 格式的文件',
limitSizeUpload:'上传文件大小不能超过 20M !',
modelManage: {
modelManage: '模型管理',
modelName: '模型名称',
useCluster: '可用集群',
local: '本地',
online: '线上',
createModel: '创建模型',
importLocalModel: '导入本地模型',
importOnlineModel: '导入线上模型',
modifyModelInfo: '修改模型信息',
addModelFiles: '增加模型文件',
uploadModelFiles: '上传模型文件',
pleaseInputModelName: '请输入模型名称',
version: '版本',
modelEngine: '模型框架',
modelLabel: '模型标签',
modelLabelInputTips: '输入标签,多个标签用空格区分',
modelDescr: '模型描述',
modelDescrInputTips: '描述字数不超过255个字符',
confirm: '确定',
cancel: '取消',
modelCreateFailed: '模型创建失败',
modelModifyFailed: '模型修改失败',
fileUpload: '文件上传',
upload: '上传',
uploadStatus: '上传状态',
modelFileUploadDefaultTips: '点击添加文件或直接拖拽文件到此处',
modelFileUploadErrTips: '单次最多上传10个文件,模型总文件大小不超过{size}G',
modelFileNameTips: '文件名长度不超过128个字符',
fileIstoBig: '文件太大',
removeFile: '移除文件',
uploadSuccess: '上传成功',
uploadFailed: '上传失败',
calcFileMd5: '计算文件MD5...',
uploading: '上传中...',
fileHasAlreadyInTheModel: '该文件已上传在模型:',
basicInfo: '基本信息',
modelSize: '模型大小',
descr: '描述',
createTime: '创建时间',
label: '标签',
trainTaskInfo: '训练相关信息',
trainTask: '训练任务',
codeBranch: '代码分支',
bootFile: '启动文件',
trainDataset: '训练数据集',
specInfo: '规格',
workServerNumber: '计算节点',
runParameters: '运行参数',
seeMore: '查看更多信息',
collapseDetails: '折叠详细信息',
modelFilesList: '模型文件列表',
fileName: '文件名称',
fileSize: '文件大小',
updateTime: '更新时间',
operate: '操作',
delete: '删除',
infoModificationFailed: '信息修改失败',
deleteModelFileConfirmTips: '请确认是否删除当前模型文件?',
modelFileDeleteFailed: '模型文件删除失败',
},
}

export default zh;

+ 706
- 0
web_src/vuepages/pages/modelmanage/common/modelmanage-common-detail.vue View File

@@ -0,0 +1,706 @@
<template>
<div>
<div class="ui header">
<div class="ui breadcrumb">
<a class="section" :href="`${repo}/modelmanage/show_model`">{{ $t('modelManage.modelManage') }}</a>
<div class="divider"> / </div>
<div class="active section">{{ this.state.name }}</div>
</div>
<div class="version">
<el-select v-model="curVersion" @change="changeVersion" placeholder="">
<el-option v-for="item in modelList" :value="item.version" :key="item.version" :label="item.version">
</el-option>
</el-select>
</div>
</div>
<div class="content">
<div class="detail-info">
<div class="title">{{ $t('modelManage.basicInfo') }}:</div>
<div class="area-c">
<div class="area">
<div class="row">
<div class="tit">{{ $t('modelManage.useCluster') }}:</div>
<div class="val">
<div class="txt-wrap" :title="state.typeStr">
{{ state.typeStr }}
</div>
</div>
</div>
<div class="row">
<div class="tit">{{ $t('modelManage.modelSize') }}:</div>
<div class="val">
<div class="txt-wrap" :title="state.modelSize">{{ state.modelSize }}</div>
</div>
</div>
<div class="row" :class="isEidtDescr ? 'edit-row' : ''">
<div class="tit">{{ $t('modelManage.descr') }}:</div>
<div class="val" :class="isEidtDescr ? 'edit-val' : ''">
<div v-if="!isEidtDescr" class="txt-wrap" :title="state.description"
style="max-width:100%;width:unset;padding-right:20px;">
<span>{{ state.description }}</span>
<i v-if="canOperate" style="position:absolute;right:0;top:3px;color:rgb(22, 132, 252);cursor:pointer;"
class="el-icon-edit" @click="editDescr = state._description; isEidtDescr = true;"></i>
</div>
<div class="txt-edit" v-if="isEidtDescr">
<el-input type="textarea" v-model="editDescr" :maxLength="255"
:placeholder="$t('modelManage.modelDescrInputTips')"></el-input>
<i style="position:absolute;right:-4px;bottom:20px;color:rgb(255, 37, 37);cursor:pointer;"
class="icon times" @click="isEidtDescr = false;"></i>
<i style="position:absolute;right:-5px;bottom:2px;color:rgb(39, 177, 72);cursor:pointer;"
@click="submitEidt('descr')" class="icon check"></i>
</div>
</div>
</div>
</div>
<div class="area">
<div class="row">
<div class="tit">{{ $t('modelManage.modelEngine') }}:</div>
<div class="val">
<div class="txt-wrap" :title="state.engineName">{{ state.engineName }}</div>
</div>
</div>
<div class="row">
<div class="tit">{{ $t('modelManage.createTime') }}:</div>
<div class="val">
<div class="txt-wrap" :title="state.createTime">{{ state.createTime }}</div>
</div>
</div>
<div class="row" :class="isEidtLabel ? 'edit-row' : ''">
<div class="tit">{{ $t('modelManage.label') }}:</div>
<div class="val" :class="isEidtLabel ? 'edit-val' : ''">
<div v-if="!isEidtLabel" class="txt-wrap" :title="state.label"
style="max-width:100%;width:unset;padding-right:20px;">
<span>{{ state.label }}</span>
<i v-if="canOperate" style="position:absolute;right:0;top:3px;color:rgb(22, 132, 252);cursor:pointer;"
class="el-icon-edit" @click="editLabel = state._label; isEidtLabel = true;"></i>
</div>
<div class="txt-edit" v-if="isEidtLabel">
<el-input v-model="editLabel" :maxLength="255" :placeholder="$t('modelManage.modelLabelInputTips')"
@input="labelInput"></el-input>
<i style="position:absolute;right:-5px;bottom:20px;color:rgb(255, 37, 37);cursor:pointer;"
class="icon times" @click="isEidtLabel = false;"></i>
<i style="position:absolute;right:-5px;bottom:2px;color:rgb(39, 177, 72);cursor:pointer;"
@click="submitEidt('label')" class="icon check"></i>
</div>
</div>
</div>
</div>
</div>
<div v-show="isExpanded" style="margin-top:8px;" class="title">{{ $t('modelManage.trainTaskInfo') }}:</div>
<div v-show="isExpanded" class="area-c">
<div class="area">
<div class="row">
<div class="tit">{{ $t('modelManage.trainTask') }}:</div>
<div class="val">
<div class="txt-wrap" v-html="state.displayJobName"></div>
</div>
</div>
<div class="row">
<div class="tit">{{ $t('modelManage.codeBranch') }}:</div>
<div class="val">
<div class="txt-wrap" v-html="state.branchName"></div>
</div>
</div>
<div class="row">
<div class="tit">{{ $t('modelManage.bootFile') }}:</div>
<div class="val">
<div class="txt-wrap" :title="state.bootFile">{{ state.bootFile }}</div>
</div>
</div>
<div class="row">
<div class="tit">{{ $t('modelManage.trainDataset') }}:</div>
<div class="val">
<div class="txt-wrap" :title="state.datasetName">{{ state.datasetName }}</div>
</div>
</div>
</div>
<div class="area">
<div class="row">
<div class="tit">{{ $t('modelManage.specInfo') }}:</div>
<div class="val">
<div class="txt-wrap" :title="state.specStr">{{ state.specStr }}</div>
</div>
</div>
<div class="row">
<div class="tit">{{ $t('modelManage.workServerNumber') }}:</div>
<div class="val">
<div class="txt-wrap" :title="state.workServerNumber">{{ state.workServerNumber }}</div>
</div>
</div>
<div class="row">
<div class="tit">{{ $t('modelManage.runParameters') }}:</div>
<div class="val">
<div class="txt-wrap" :title="state.parameters">{{ state.parameters }}</div>
</div>
</div>
</div>
</div>
</div>
<div class="expand-line">
<div class="line"></div>
<div class="expand-btn" @click="isExpanded = !isExpanded">
<i class="icon chevron circle down" :class="isExpanded ? 'up' : ''"></i>
<span>{{ isExpanded ? $t('modelManage.collapseDetails') : $t('modelManage.seeMore') }}</span>
</div>
<div class="line"></div>
</div>
<div class="files-info">
<div class="top">
<div style="width:100%;margin-right:20px;">
<div class="title">{{ $t('modelManage.modelFilesList') }}:</div>
<div class="title files-path-c" style="margin-top:8px;margin-bottom:4px">
<div class="file-path" v-for="(item, index) in filePath">
<span v-if="index == filePath.length - 1" class="path-name">{{ item.label }}</span>
<a v-if="index != filePath.length - 1" class="path-name canback" @click="goBackDir(item)">{{ item.label
}}</a>
<span style="color:rgba(0,0,0,.4);" class="divider"> / </span>
</div>
</div>
</div>
<div>
<el-button v-if="modelType == 1 && canOperate" type="primary" icon="el-icon-upload" @click="goUploadPage">
{{ $t('modelManage.uploadModelFiles') }}
</el-button>
</div>
</div>
<div class="table-container">
<el-table ref="tableRef" :data="filesList" row-key="sn" style="width: 100%" v-loading="loading" stripe>
<el-table-column column-key="FileName" prop="FileName" sortable
:sort-method="(a, b) => a.FileName.toLocaleLowerCase().localeCompare(b.FileName.toLocaleLowerCase())"
:label="$t('modelManage.fileName')" align="left" header-align="left">
<template slot-scope="scope">
<div class="tbl-file-name">
<a v-if="scope.row.IsDir" @click="goNextDir(scope.row)" href="javascript:;">
<div class="fitted" :title="scope.row.FileName">
<i class="icon folder" width="16" height="16" aria-hidden="true"></i>
<span>{{ scope.row.FileName }}</span>
</div>
</a>
<a v-else :class="!canOperate ? 'disabled-download' : ''"
:href="canOperate ? `${repo}/modelmanage/${state.id}/downloadsingle?parentDir=${filePath.length > 1 ? encodeURIComponent(filePath.map(item => item.path).join('/').slice(1) + '/') : ''}&fileName=${scope.row.FileName}` : 'javascript:;'">
<div class="fitted" :title="scope.row.FileName">
<i class="icon file" width="16" height="16" aria-hidden="true"></i>
<span>{{ scope.row.FileName }}</span>
</div>
</a>
</div>
</template>
</el-table-column>
<el-table-column column-key="SizeShow" prop="SizeShow" sortable :sort-method="(a, b) => a.Size - b.Size"
:label="$t('modelManage.fileSize')" align="center" header-align="center" width="200">
</el-table-column>
<el-table-column column-key="ModTime" prop="ModTime" sortable
:sort-method="(a, b) => a.ModTimeNum - b.ModTimeNum" :label="$t('modelManage.updateTime')" align="center"
header-align="center" width="200">
</el-table-column>
<el-table-column v-if="modelType == 1 && canDelete" column-key="operate" prop="operate"
:label="$t('modelManage.operate')" align="center" header-align="center" width="200">
<template slot-scope="scope">
<span v-if="!scope.row.IsDir" class="btn-del" @click="deleteFile(scope.row)">{{ $t('modelManage.delete')
}}</span>
</template>
</el-table-column>
</el-table>
</div>
</div>
</div>
</div>
</template>

<script>

import { getModelInfoByName, modifyModel, getModelFiles, deleteModelFile } from '~/apis/modules/modelmanage';
import { getUrlSearchParams, getListValueWithKey, transFileSize, renderSpecStr } from '~/utils';
import { MODEL_ENGINES } from '~/const';
import { formatDate } from 'element-ui/lib/utils/date-util';

const REPO_NAME = location.pathname.split('/')[2];
const MAX_LABEL_COUNT = 5;

export default {
data() {
return {
modelType: '0', // 1-本地, 0-线上
canOperate: false,
canDelete: false,
isExpanded: false,
loading: false,
repo: location.pathname.split('/').slice(0, 3).join('/'),
state: {
type: 0,
id: '',
name: '',
version: '0.0.1',
engine: '0',
label: '',
description: '',
},
editDescr: '',
isEidtDescr: false,
editLabel: '',
isEidtLabel: false,
engineList: MODEL_ENGINES,
curVersion: '',
modelList: [],
filesList: [],
filePath: [],
};
},
components: {},
methods: {
getDirFiles(dir) {
dir = dir.length ? dir.slice(1) : '';
getModelFiles({
repo: this.repo,
ID: this.state.id,
parentDir: dir,
}).then(res => {
const list = res.data || [];
list.forEach(item => {
item.SizeShow = item.IsDir ? '' : transFileSize(item.Size);
item.ModTimeNum = new Date(item.ModTime).getTime();
})
list.sort((a, b) => b.ModTimeNum - a.ModTimeNum);
this.filesList = list;
this.$refs['tableRef']?.clearSort();
}).catch(err => {
console.log(err);
});
},
goNextDir(item) {
this.filePath.push({
label: item.FileName,
path: item.FileName
});
const dir = this.filePath.map((item) => item.path).join('/');
this.getDirFiles(dir);
},
goBackDir(item) {
const index = this.filePath.findIndex(pth => item === pth);
this.filePath = this.filePath.slice(0, index + 1);
const dir = this.filePath.map((item) => item.path).join('/');
this.getDirFiles(dir);
},
changeVersion(version, noFileRefresh) {
const data = this.modelList.filter((model) => model.version == version)[0];
this.modelType = data.modelType;
this.canOperate = data.isCanOper;
this.canDelete = data.isCanDelete;
this.state.type = data.type;
this.state.typeStr = data.type == 0 ? 'CPU/GPU' : data.type == 1 ? 'NPU' : '';
this.state.id = data.id;
this.state.name = data.name;
this.state.version = data.version;
this.state.engine = data.engine.toString();
this.state.engineName = getListValueWithKey(MODEL_ENGINES, data.engine.toString());
this.state.modelSize = transFileSize(data.size);
this.state.label = data.label || '--';
this.state._label = data.label;
this.state.description = data.description || '--';
this.state._description = data.description;
this.state.createTime = formatDate(new Date(data.createdUnix * 1000), 'yyyy-MM-dd HH:mm:ss');

const trainTaskInfo = data.trainTaskInfo ? JSON.parse(data.trainTaskInfo) : '';
Object.assign(this.state, {
displayJobName: '--',
branchName: '--',
bootFile: '--',
datasetName: '--',
parameters: '--',
workServerNumber: '--',
specStr: '--',
});
if (trainTaskInfo) {
const parameters = trainTaskInfo.Parameters ? JSON.parse(trainTaskInfo.Parameters).parameter : [];
const parametersStr = parameters.map((item) => { return item.label + '=' + item.value }).join('; ');
const taskType = trainTaskInfo.Type;
let taskUrl = location.href.split('modelmanage')[0];
if (taskType == 0) {
taskUrl = taskUrl + 'cloudbrain/train-job/' + trainTaskInfo.JobID;
} else if (taskType == 1) {
taskUrl = taskUrl + 'modelarts/train-job/' + trainTaskInfo.JobID;
} else if (taskType == 2) {
taskUrl = taskUrl + 'grampus/train-job/' + trainTaskInfo.JobID;
}
const versionName = trainTaskInfo.VersionName;
const versionHtml = versionName ? `<span class="append-txt" title="${versionName}">${versionName}</span>` : '';
const codeCommitID = data.codeCommitID;
const codeCommitIDHtml = codeCommitID ? `<span class="append-txt" title="${codeCommitID}">${codeCommitID.slice(0, 10)}</span>` : '';
let specObj;
try {
specObj = trainTaskInfo.FlavorName ? JSON.parse(trainTaskInfo.FlavorName) : '';
} catch (e) {
specObj = trainTaskInfo.FlavorName;
}
const sepcStr = typeof specObj == 'object' ? renderSpecStr(specObj, false) : specObj;
Object.assign(this.state, {
displayJobName: `<a href="${taskUrl}" title="${trainTaskInfo.DisplayJobName}">${trainTaskInfo.DisplayJobName}</a>${versionHtml}`,
branchName: `<span>${trainTaskInfo.BranchName}</span>${codeCommitIDHtml}`,
bootFile: trainTaskInfo.BootFile,
datasetName: trainTaskInfo.DatasetName,
parameters: parametersStr || '--',
workServerNumber: trainTaskInfo.WorkServerNumber || '--',
specStr: sepcStr || '--',
});
}
this.curVersion = version;
if (!noFileRefresh) {
this.filePath = [{ label: version, path: '' }];
this.getDirFiles('')
}
},
goUploadPage() {
window.location.href = `${this.repo}/modelmanage/create_local_model_2?type=1&name=${encodeURIComponent(this.state.name)}&id=${this.state.id}`;
},
backToModelListPage() {
const list = window.location.href.split('/');
list.pop();
list.push('show_model');
window.location.href = list.join('/');
},
labelInput() {
const hasEndSpace = this.editLabel[this.editLabel.length - 1] == ' ';
const list = this.editLabel.trim().split(' ').filter(label => label != '');
this.editLabel = list.slice(0, MAX_LABEL_COUNT).join(' ') + (hasEndSpace && list.length < MAX_LABEL_COUNT ? ' ' : '');
},
submitEidt(type) {
const obj = {
repo: this.repo,
type: this.state.type,
id: this.state.id,
name: this.state.name,
version: this.state.version,
engine: this.state.engine,
label: type == 'label' ? this.editLabel : this.state.label,
description: type == 'descr' ? this.editDescr : this.state.description,
};
modifyModel(obj).then(res => {
res = res.data;
if (res && res.code == '0') {
if (type == 'label') {
this.state.label = this.editLabel;
this.state._label = this.editLabel;
this.isEidtLabel = false;
} else if (type == 'descr') {
this.state.description = this.editDescr;
this.state._description = this.editDescr;
this.isEidtDescr = false;
}
} else {
this.$message({
type: 'error',
message: this.$t('modelManage.infoModificationFailed'),
});
}
}).catch(err => {
console.log(err);
this.$message({
type: 'error',
message: this.$t('modelManage.infoModificationFailed'),
});
});
},
deleteFile(file) {
this.$confirm(this.$t('modelManage.deleteModelFileConfirmTips'), this.$t('tips'), {
confirmButtonText: this.$t('confirm1'),
cancelButtonText: this.$t('cancel'),
type: 'warning',
lockScroll: false,
}).then(() => {
this.loading = true;
deleteModelFile({
repo: this.repo,
id: this.state.id,
fileName: file.FileName,
}).then(res => {
res = res.data;
if (res.code == '0') {
setTimeout(() => {
this.loading = false;
this.updateModelInfo();
const dir = this.filePath.map((item) => item.path).join('/');
this.getDirFiles(dir);
}, 30);
} else {
this.loading = false;
this.$message({
type: 'error',
message: this.$t('modelManage.modelFileDeleteFailed'),
});
}
}).catch(err => {
console.log(err);
this.$message({
type: 'error',
message: this.$t('modelManage.modelFileDeleteFailed'),
});
});
}).catch(() => { });
},
updateModelInfo() {
getModelInfoByName({
repo: this.repo,
name: this.state.name,
}).then(res => {
const list = res.data || [];
this.modelList = list;
const noFileRefresh = true;
this.changeVersion(this.curVersion, noFileRefresh);
}).catch(err => {
console.log(err);
});
},
},
mounted() {
const urlParams = getUrlSearchParams();
if (urlParams.name) {
this.state.name = urlParams.name;
this.loading = true;
getModelInfoByName({
repo: this.repo,
name: urlParams.name,
}).then(res => {
this.loading = false;
const list = res.data || [];
this.modelList = list;
if (list && list.length) {
const data = list[0];
this.changeVersion(data.version);
}
}).catch(err => {
this.loading = false;
console.log(err);
this.backToModelListPage();
});
} else {
this.backToModelListPage();
}
},
beforeDestroy() {
},
};
</script>

<style scoped lang="less">
.header {
display: flex;
align-items: center;

.version {
margin-left: 16px;
width: 90px;
}
}

.content {
.title {
font-weight: 550;
font-size: 14px;
color: rgb(16, 16, 16);
margin-bottom: 10px;
}

.detail-info {
border: 1px solid rgb(232, 232, 232);
border-bottom: none;
padding: 22px;
padding-bottom: 1px;

.area-c {
display: flex;

.area {
flex: 1;

.row {
display: flex;
height: 32px;
margin-bottom: 4px;
align-items: center;

&.edit-row {
height: unset;
}

.tit {
width: 160px;
text-align: right;
color: rgb(136, 136, 136);
}

.val {
flex: 1;
color: rgb(16, 16, 16);
position: relative;
height: 20px;

&.edit-val {
height: unset;
}

.txt-wrap {
position: absolute;
overflow: hidden;
text-overflow: ellipsis;
white-space: nowrap;
width: 100%;

/deep/.append-txt {
margin-left: 6px;
background-color: gainsboro;
padding: 2px;
border-radius: 2px;
font-size: 12px;
}
}
}

.txt-edit {
padding-right: 20px;
}
}
}
}
}

.expand-line {
display: flex;
align-items: center;
border: 1px solid rgb(232, 232, 232);
border-top: none;
border-bottom: none;
padding: 16px 0;

.line {
flex: 1;
height: 1px;
background-color: rgb(232, 232, 232);
margin: 0 22px;
}

.expand-btn {
color: rgba(22, 132, 252, 1);
cursor: pointer;

.icon {
margin-right: 2px;
font-size: 14px;
color: rgba(22, 132, 252, 0.8),
}
}
}


.files-info {
border: 1px solid rgb(232, 232, 232);
border-top: none;
border-bottom: none;

.top {
padding: 0 22px 8px 22px;
display: flex;
align-items: center;
justify-content: space-between;
}

.files-path-c {
margin-bottom: 4px;
height: 20px;

.file-path {
margin-right: 6px;
float: left;

.path-name {
&.canback {
color: #4183c4;
}
}
}
}

.table-container {
/deep/ .el-table__header {
th {
background: rgb(245, 245, 246);
color: rgb(16, 16, 16);
font-weight: 400;
font-size: 14px;
}
}

/deep/ .el-table__body {
td {
color: rgb(16, 16, 16);
font-weight: 400;
font-size: 14px;
}
}

.tbl-file-name {
height: 32px;
display: flex;
align-items: center;
overflow: hidden;
font-size: 16px;
font-weight: 500;
position: relative;

a {
max-width: 100%;

.fitted {
overflow: hidden;
text-overflow: ellipsis;
white-space: nowrap;
max-width: 100%;
}
}

.disabled-download {
cursor: default;
pointer-events: none;
color: rgba(0, 0, 0, .6) !important;
opacity: .45 !important;
}
}

.btn-del {
color: #0366d6;
cursor: pointer;
}
}
}
}


.el-select-dropdown__item.selected {
color: rgba(0, 0, 0, .95);
}

/deep/ .el-select {
.is-focus {
.el-input__inner {
border-color: #85b7d9;
}
}
}

.el-select {
/deep/ .el-input__inner {
font-weight: 600;
}
}

/deep/ .el-input__inner {
&:focus {
border-color: #85b7d9;
}
}

/deep/ .el-textarea__inner {
&:focus {
border-color: #85b7d9;
}
}
</style>

+ 17
- 0
web_src/vuepages/pages/modelmanage/common/vp-modelmanage-common-detail.js View File

@@ -0,0 +1,17 @@
import Vue from 'vue';
import ElementUI from 'element-ui';
import 'element-ui/lib/theme-chalk/index.css';
import localeEn from 'element-ui/lib/locale/lang/en';
import localeZh from 'element-ui/lib/locale/lang/zh-CN';
import { i18n, lang } from '~/langs';
import App from './modelmanage-common-detail.vue';

Vue.use(ElementUI, {
locale: lang === 'zh-CN' ? localeZh : localeEn,
size: 'small',
});

new Vue({
i18n,
render: (h) => h(App),
}).$mount('#__vue-root');

+ 470
- 0
web_src/vuepages/pages/modelmanage/local/modelmanage-local-create-1.vue View File

@@ -0,0 +1,470 @@
<template>
<div>
<div class="header">
<span class="title">{{ type == '1' ? $t('modelManage.modifyModelInfo') : $t('modelManage.importLocalModel')
}}</span>
</div>
<div class="content">
<div class="guide-c" v-if="type != '1'">
<div class="step focused">
<div class="num">1</div>
<div class="txt">{{ $t('modelManage.createModel') }}</div>
</div>
<div class="line"></div>
<div class="step">
<div class="num">2</div>
<div class="txt">{{ $t('modelManage.uploadModelFiles') }}</div>
</div>
</div>
<div class="row-c" v-loading="loading">
<div class="row">
<div class="r-title"><label class="required">{{ $t('modelManage.useCluster') }}</label></div>
<div class="r-content" style="display:flex;">
<div class="cluster-type-btn" v-if="type != 1 || type == 1 && state.type === 0"
:class="state.type === 0 ? 'focused' : ''"
:style="type != 1 ? 'border-top-right-radius:unset;border-bottom-right-radius:unset;' : ''"
@click="state.type = 0; state.engine = '0'">
<svg xmlns="http://www.w3.org/2000/svg"
class="icon styles__StyledSVGIconPathComponent-sc-16fsqc8-0 cSaWDI svg-icon-path-icon fill"
viewBox="0 0 32 32" width="16" height="16">
<defs data-reactroot=""></defs>
<g>
<path
d="M4 3.989c0-0.731 0.593-1.323 1.324-1.323h21.352c0.729 0.005 1.318 0.594 1.324 1.322v24.022c-0.001 0.731-0.593 1.323-1.324 1.323h-21.352c-0.729-0.005-1.318-0.594-1.324-1.322v-24.022zM25.333 14.667v-9.333h-18.667v9.333h18.667zM25.333 17.333h-18.667v9.333h18.667v-9.333zM12 8h8v2.667h-8v-2.667zM12 20h8v2.667h-8v-2.667z">
</path>
</g>
</svg>
<span class="txt">CPU / GPU</span>
</div>
<div class="cluster-type-btn" v-if="type != 1 || type == 1 && state.type === 1"
:class="state.type === 1 ? 'focused' : ''"
:style="type != 1 ? 'border-top-left-radius:unset;border-bottom-left-radius:unset;' : ''"
@click="state.type = 1; state.engine = '2'">
<svg xmlns="http://www.w3.org/2000/svg"
class="icon styles__StyledSVGIconPathComponent-sc-16fsqc8-0 iKfgJk svg-icon-path-icon fill"
viewBox="0 0 32 32" width="16" height="16">
<defs data-reactroot=""></defs>
<g>
<path
d="M4 3.989c0-0.731 0.593-1.323 1.324-1.323h21.352c0.729 0.005 1.318 0.594 1.324 1.322v24.022c-0.001 0.731-0.593 1.323-1.324 1.323h-21.352c-0.729-0.005-1.318-0.594-1.324-1.322v-24.022zM25.333 14.667v-9.333h-18.667v9.333h18.667zM25.333 17.333h-18.667v9.333h18.667v-9.333zM12 8h8v2.667h-8v-2.667zM12 20h8v2.667h-8v-2.667z">
</path>
</g>
</svg>
<span class="txt">Ascend NPU</span>
</div>
</div>
</div>
<div class="row" :class="nameErr ? 'error' : ''">
<div class="r-title"><label class="required">{{ $t('modelManage.modelName') }}</label></div>
<div class="r-content">
<el-input size="medium" :maxLength="25" v-model="state.name" @blur="checkName"
:placeholder="$t('modelManage.pleaseInputModelName')">
</el-input>
</div>
</div>
<div class="row" v-show="isShowVersion">
<div class="r-title"><label class="required">{{ $t('modelManage.version') }}</label></div>
<div class="r-content">
<el-input class="input-disabled" style="width:288px;" size="medium" v-model="state.version" readonly>
</el-input>
</div>
</div>
<div class="row">
<div class="r-title"><label class="required">{{ $t('modelManage.modelEngine') }}</label></div>
<div class="r-content">
<el-select style="width:288px;" size="medium" v-model="state.engine" placeholder="">
<el-option v-for="item in engineList" :key="item.k" :label="item.v" :value="item.k">
</el-option>
</el-select>
</div>
</div>
<div class="row">
<div class="r-title"><label>{{ $t('modelManage.modelLabel') }}</label></div>
<div class="r-content">
<el-input size="medium" :maxLength="255" v-model="state.label"
:placeholder="$t('modelManage.modelLabelInputTips')" @input="labelInput"></el-input>
</div>
</div>
<div class="row" style="align-items:flex-start;">
<div class="r-title"><label>{{ $t('modelManage.modelDescr') }}</label></div>
<div class="r-content">
<el-input type="textarea" :maxLength="255" size="medium" v-model="state.description" :rows="3"
:placeholder="$t('modelManage.modelDescrInputTips')">
</el-input>
</div>
</div>
<div class="row" style="margin-top:20px">
<div class="r-title"><label></label></div>
<div class="r-content">
<el-button size="medium" class="green" @click="submit">{{ type == '1' ? $t('modelManage.confirm') :
$t('modelManage.createModel')
}}
</el-button>
<el-button size="medium" @click="cancel">{{ $t('modelManage.cancel') }}</el-button>
</div>
</div>
</div>
</div>
</div>
</template>

<script>

import { saveLocalModel, getModelInfoByName, modifyModel } from '~/apis/modules/modelmanage';
import { getUrlSearchParams } from '~/utils';
import { MODEL_ENGINES } from '~/const'

const REPO_NAME = location.pathname.split('/')[2];
const MAX_LABEL_COUNT = 5;

export default {
data() {
return {
type: '0', // 1-修改,其它-新增
loading: false,
state: {
type: 0,
name: REPO_NAME + '_model_' + Math.random().toString(36).substr(2, 4),
version: '0.0.1',
engine: '0',
label: '',
description: '',
},
nameErr: false,
isShowVersion: false,
engineList: MODEL_ENGINES,
};
},
components: {},
methods: {
checkName() {
this.nameErr = !this.state.name;
return !this.nameErr;
},
labelInput() {
const hasEndSpace = this.state.label[this.state.label.length - 1] == ' ';
const list = this.state.label.trim().split(' ').filter(label => label != '');
this.state.label = list.slice(0, MAX_LABEL_COUNT).join(' ') + (hasEndSpace && list.length < MAX_LABEL_COUNT ? ' ' : '');
},
submit() {
if (!this.checkName()) {
// this.$message({
// type: 'info',
// message: this.$t('modelManage.pleaseInputModelName'),
// });
return;
}
const submintApi = this.type == '1' ? modifyModel : saveLocalModel;
submintApi({
repo: location.pathname.split('/').slice(0, 3).join('/'),
...this.state,
}).then(res => {
res = res.data;
if (res && res.code == '0') {
if (this.type == '1') {
this.goDetail();
return;
}
const list = window.location.href.split('/');
list.pop();
list.push('create_local_model_2');
window.location.href = list.join('/') + '?type=0&name=' + encodeURIComponent(this.state.name) + '&id=' + res.id;
} else if (res && res.code == '-1') {
this.$message({
type: 'error',
message: res.msg,
});
} else {
this.$message({
type: 'error',
message: this.type == '1' ? this.$t('modelManage.modelModifyFailed') : this.$t('modelManage.modelCreateFailed'),
});
}
}).catch(err => {
console.log(err);
});
},
cancel() {
const list = window.location.href.split('/');
list.pop();
list.push('show_model');
window.location.href = list.join('/');
},
goDetail() {
const list = window.location.href.split('/');
list.pop();
list.push('show_model_info');
window.location.href = list.join('/') + '?name=' + encodeURIComponent(this.state.name);
}
},
mounted() {
const urlParams = getUrlSearchParams();
if (urlParams.type == '1' && urlParams.name && urlParams.id) { // update
this.type = urlParams.type;
this.state.name = urlParams.name;
this.state.id = urlParams.id;
this.loading = true;
getModelInfoByName({
repo: location.pathname.split('/').slice(0, 3).join('/'),
name: urlParams.name,
id: urlParams.id
}).then(res => {
this.loading = false;
const list = res.data;
if (list && list.length) {
const data = list[0];
this.state.type = data.type;
this.state.id = data.id;
this.state.name = data.name;
this.state.version = data.version;
this.state.engine = data.engine.toString();
this.state.label = data.label;
this.state.description = data.description;
}
}).catch(err => {
this.loading = false;
console.log(err);
this.cancel();
});
}
},
beforeDestroy() {
},
};
</script>

<style scoped lang="less">
.header {
height: 45px;
border-color: rgb(212, 212, 213);
border-width: 1px;
border-style: solid;
border-radius: 5px 5px 0px 0px;
font-size: 14px;
background: rgb(240, 240, 240);
display: flex;
align-items: center;

.title {
font-weight: 600;
font-size: 16px;
color: rgb(16, 16, 16);
margin-left: 10px;
}
}

.content {
margin-top: -1px;
border-color: rgb(212, 212, 213);
border-width: 1px;
border-style: solid;
padding: 30px 0;
border-top: none;

.guide-c {
display: flex;
align-items: center;
justify-content: center;
margin-bottom: 20px;

.step {
display: flex;
align-items: center;
color: rgb(136, 136, 136);

.num {
border: 1px solid rgb(136, 136, 136);
width: 34px;
height: 34px;
font-size: 24px;
text-align: center;
line-height: 34px;
border-radius: 17px;
margin-right: 8px;
}

.txt {
font-weight: 600;
}

&.focused {
color: rgb(22, 132, 252);

.num {
border-color: rgb(22, 132, 252);
}
}
}

.line {
height: 2px;
width: 50px;
background-color: rgb(187, 187, 187);
margin: 0 10px;
}
}

.row-c {
display: flex;
align-items: center;
justify-content: center;
flex-direction: column;
margin: 0 auto;
width: 80%;

.row {
width: 100%;
display: flex;
align-items: center;
margin: 8px 0;
margin-left: -190px;

.r-title {
text-align: right;
font-size: .92857143em;
font-weight: 700;
color: rgba(0, 0, 0, .87);
width: 200px;
margin-right: 28px;
position: relative;

.required {
&::after {
position: absolute;
margin: -0.2em 0 0 0.2em;
content: '*';
color: #db2828;
}
}
}

&.error {
.r-title {
color: #9f3a38;
}

.r-content {
/deep/.el-input__inner {
color: #9f3a38;
background: #fff6f6;
border-color: #e0b4b4;

&::placeholder {
color: #e0b4b4;
}
}
}
}

.r-content {
flex: 1;

.cluster-type-btn {
display: flex;
align-items: center;
justify-content: center;
border: 1px solid #DCDFE6;
height: 36px;
padding: 10px;
cursor: pointer;
border-radius: 4px;

.icon {
margin-right: 5px;
}

&.focused {
border-color: rgb(50, 145, 248);
color: rgb(50, 145, 248);
cursor: default;

.icon {
:not([stroke]) {
fill: rgb(50, 145, 248);
}
}
}
}
}
}
}
}

.input-disabled {
/deep/ .el-input__inner {
background-color: #f5f5f6 !important;
color: #888888 !important;
}
}

.el-select-dropdown__item.selected {
color: rgba(0, 0, 0, .95);
}

/deep/ .el-button {
background-color: #e0e1e2;
color: rgba(0, 0, 0, .6);
border-color: transparent;
transition: opacity .1s ease, background-color .1s ease, color .1s ease, box-shadow .1s ease, background .1s ease, -webkit-box-shadow .1s ease;
will-change: auto;
-webkit-tap-highlight-color: transparent;

&:hover {
border-color: transparent;
background-color: #cacbcd;
color: rgba(0, 0, 0, .8);
}

&:focus {
background-color: #cacbcd;
color: rgba(0, 0, 0, .8);
border-color: transparent;
}

&:active {
background-color: #babbbc;
color: rgba(0, 0, 0, .9);
border-color: transparent;
}

&.green {
background-color: #5bb973;
color: #fff;

&:hover {
background-color: #16ab39;
border-color: transparent;
}

&:focus {
background-color: #0ea432;
border-color: transparent;
}

&:active {
background-color: #198f35;
border-color: transparent;
}
}
}

/deep/ .el-select {
.is-focus {
.el-input__inner {
border-color: #85b7d9;
}
}
}

/deep/ .el-input__inner {
&:focus {
border-color: #85b7d9;
}
}

/deep/ .el-textarea__inner {
&:focus {
border-color: #85b7d9;
}
}
</style>

+ 851
- 0
web_src/vuepages/pages/modelmanage/local/modelmanage-local-create-2.vue View File

@@ -0,0 +1,851 @@
<template>
<div>
<div class="header">
<span class="title">{{ type == '1' ? $t('modelManage.addModelFiles') : $t('modelManage.uploadModelFiles')
}}</span>
</div>
<div class="content ui form">
<div class="guide-c" v-if="type != '1'">
<div class="step">
<div class="num">1</div>
<div class="txt">{{ $t('modelManage.createModel') }}</div>
</div>
<div class="line"></div>
<div class="step focused">
<div class="num">2</div>
<div class="txt">{{ $t('modelManage.uploadModelFiles') }}</div>
</div>
</div>
<div class="row-c">
<div class="row">
<div class="r-title"><label class="required">{{ $t('modelManage.modelName') }}</label></div>
<div class="r-content">
<el-input size="medium" class="input-disabled" v-model="state.name"
:placeholder="$t('modelManage.pleaseInputModelName')" readonly>
</el-input>
</div>
</div>
<div class="row" style="align-items:flex-start;">
<div class="r-title"><label class="required">{{ $t('modelManage.fileUpload') }}</label></div>
<div class="r-content">
<div style="position:relative">
<form class="dropzone" ref="dropzoneRef">
<div class="dropzon-err-tips ui red message" v-show="showUploadErr" style="display:none;margin:2.5rem">
{{ uploadErrTxt }}</div>
</form>
<div class="not-allowed-placeholder" v-show="uploading"></div>
</div>
</div>
</div>
<div class="row" style="margin-top:10px">
<div class="r-title"><label></label></div>
<div class="r-content">
<el-button size="medium" class="green" @click="submit" :disabled="uploading">{{ $t('modelManage.upload') }}
</el-button>
<el-button size="medium" @click="cancel">{{ $t('modelManage.cancel') }}</el-button>
</div>
</div>
<div class="row" style="align-items:flex-start;">
<div class="r-title"><label>{{ $t('modelManage.uploadStatus') }}:</label></div>
<div class="r-content">
<div v-for="(item, index) in uploadFiles" :key="item.upload.uuid" class="datast-upload-progress">
<span class="dataset-name nowrap" :title="item.name">{{ item.name }}</span>
<div class="dataset-progress">
<el-progress :text-inside="true" :stroke-width="14" :percentage="uploadStatusList[index].progress">
</el-progress>
</div>
<div class="dataset-status nowrap">
<div class="status-flex">
<i v-if="uploadStatusList[index].infoCode === 1 || uploadStatusList[index].infoCode === 2"
class="ri-close-circle-line failed"></i>
<i v-if="uploadStatusList[index].infoCode === 0" class="ri-checkbox-circle-line success"></i>
<span>{{ uploadStatusList[index].status }}</span>
<el-tooltip v-if="uploadStatusList[index].infoCode === 1" class="item" effect="dark" placement="top">
<div slot="content"> {{ uploadStatusList[index].failedInfo }} </div>
<i style="font-size: 16px; margin-left: 0.5rem; cursor: pointer" class="ri-question-fill"></i>
</el-tooltip>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</template>

<script>

import 'dropzone/dist/dropzone.css';
import Dropzone from 'dropzone';
import SparkMD5 from "spark-md5";
import { getModelInfoByName, getChunks, getNewMultipart, getMultipartUrl, setCompleteMultipart } from '~/apis/modules/modelmanage';
import { getUrlSearchParams } from '~/utils';

Dropzone.autoDiscover = false;

const uploadChunkSize = 1024 * 1024 * 64;
const md5ChunkSize = 1024 * 1024 * 64;
const maxFileSize = 10;
const maxModelFilesSize = window.MAX_MODEL_SIZE || 200 * 1024 * 1024 * 1024; // 200 GB

export default {
data() {
return {
dropzoneHandler: null,
type: '0', // 1-修改,其它-新增
state: {
type: '',
id: '',
name: '',
version: '',
engine: '',
label: '',
description: '',
size: 0,
},
originData: null,
showUploadErr: false,
uploadErrTxt: '',

uploadFiles: [],
uploadLength: 0,
uploadSuccessLength: 0,
uploadStatusList: [],

uploading: false,
};
},
components: {},
methods: {
initModelData() {
const urlParams = getUrlSearchParams();
if (urlParams.name && urlParams.id) {
this.type = urlParams.type || '0';
this.state.name = urlParams.name;
this.state.id = urlParams.id;
this.loading = true;
getModelInfoByName({
repo: location.pathname.split('/').slice(0, 3).join('/'),
name: urlParams.name,
id: urlParams.id
}).then(res => {
this.loading = false;
const list = res.data;
if (list && list.length) {
const data = list[0];
this.state.type = data.type;
this.state.id = data.id;
this.state.name = data.name;
this.state.version = data.version;
this.state.engine = data.engine.toString();
this.state.label = data.label;
this.state.description = data.description;
this.state.size = data.size || 0;
this.originData = data;
} else {
this.cancel();
}
}).catch(err => {
this.loading = false;
console.log(err);
this.cancel();
});
} else {
this.cancel();
}
},
initDropZone() {
this.dropzoneHandler = new Dropzone(this.$refs.dropzoneRef, {
url: '/',
maxFiles: 10,
parallelUploads: 20,
uploadMultiple: true,
maxFilesize: maxModelFilesSize,
timeout: 0,
addRemoveLinks: true,
autoProcessQueue: false,
dictDefaultMessage: this.$t('modelManage.modelFileUploadDefaultTips'),
dictFileTooBig: this.$t('modelManage.fileIstoBig'),
dictRemoveFile: this.$t('modelManage.removeFile'),
dictMaxFilesExceeded: this.getDefaultErrTxt(),
});
this.dropzoneHandler.on("addedfile", file => {
this.checkFiles(file);
});
this.dropzoneHandler.on("removedfile", file => {
this.checkFiles();
});
},
getDefaultErrTxt() {
return this.$t('modelManage.modelFileUploadErrTips', { size: (maxModelFilesSize / (1024 * 1024 * 1024)).toFixed(2) });
},
showUploadErrInfo(state, info) {
if (state) {
this.uploadErrTxt = info;
this.showUploadErr = true;
} else {
this.uploadErrTxt = '';
this.showUploadErr = false;
}
},
checkFiles(file, countStay) {
const fileList = this.dropzoneHandler.getAcceptedFiles();
const filesSize = fileList.reduce((acc, item, index) => acc + item.size, 0) + (file && !countStay ? file.size : 0);
const filesCount = fileList.length + (file && !countStay ? 1 : 0);
const allfilesSize = filesSize + this.state.size;
if (file && filesCount > maxFileSize) {
this.dropzoneHandler.removeFile(file);
this.showUploadErrInfo(true, this.getDefaultErrTxt());
return false;
}
if (filesCount > maxFileSize || allfilesSize > maxModelFilesSize) {
this.showUploadErrInfo(true, this.getDefaultErrTxt());
return false;
}
if (file && file.name.length > 128) {
this.showUploadErrInfo(true, this.$t('modelManage.modelFileNameTips'));
this.uploadError(file, this.$t('modelManage.modelFileNameTips'));
return false;
}
this.showUploadErrInfo(false);
return true;
},
resetFileStatus() {
this.uploadFiles = [];
this.uploadLength = 0;
this.uploadSuccessLength = 0;
this.uploadStatusList = [];
},
updateFileStatus(file, status, progress, infoCode, failedInfo = "") {
this.uploadStatusList.forEach((item, index) => {
if (item.uploadUuid === file.upload.uuid) {
this.uploadStatusList[index].status = status;
this.uploadStatusList[index].progress = progress;
this.uploadStatusList[index].infoCode = infoCode;
this.uploadStatusList[index].failedInfo = failedInfo;
}
});
},
calcFileMd5(file) {
const blobSlice = File.prototype.slice || File.prototype.mozSlice || File.prototype.webkitSlice;
const chunkSize = md5ChunkSize;
const chunks = Math.ceil(file.size / chunkSize);
const spark = new SparkMD5.ArrayBuffer();
const fileReader = new FileReader();
file.totalChunkCounts = chunks;
if (file.size == 0) {
file.totalChunkCounts = 1;
}
let currentChunk = 0;
this.uploadStatusList.push({
uploadUuid: file.upload.uuid,
name: file.name,
status: this.$t('modelManage.calcFileMd5'),
progress: 0,
infoCode: 3,
});
return new Promise((resolve, reject) => {
fileReader.onload = function (e) {
spark.append(e.target.result);
currentChunk++;
if (currentChunk < chunks) {
loadNext();
} else {
const md5 = spark.end();
spark.destroy();
file.uniqueIdentifier = md5;
resolve(md5);
}
};
fileReader.onerror = function (e) {
console.warn(file.name + ': calcFileMd5 went wrong.');
reject(e);
};

function loadNext() {
const start = currentChunk * chunkSize;
const end = ((start + chunkSize) >= file.size) ? file.size : start + chunkSize;
fileReader.readAsArrayBuffer(blobSlice.call(file, start, end));
}
loadNext();
});
},
getChunksInfo(file) {
return getChunks({
md5: file.uniqueIdentifier,
type: this.state.type,
modeluuid: this.state.id,
file_name: file.name,
scene: 'model',
}).then(res => {
const data = res.data;
file.uploadID = data.uploadID;
file.uuid = data.uuid;
file.uploaded = data.uploaded;
file.chunks = data.chunks;
file.attachID = data.attachID;
file._modelUuid = data.modeluuid;
file._modelName = data.modelName;
file.realName = data.fileName;
return file;
}).catch(err => {
console.info('getChunksInfo', err);
return err;
});
},
newUpload(file) {
return getNewMultipart({
totalChunkCounts: file.totalChunkCounts,
md5: file.uniqueIdentifier,
size: file.size,
fileType: file.type,
type: this.state.type,
file_name: file.name,
scene: 'model',
modeluuid: file.modelUuid,
}).then(res => {
const data = res.data;
file.uploadID = data.uploadID;
file.uuid = data.uuid;
if (file.uploadID && file.uuid) {
file.chunks = '';
this.breakpointUpload(file);
} else {
this.uploadError(file, info);
this.updateFileStatus(file, this.$t('modelManage.uploadFailed'), 0, 2);
}
return file;
}).catch(err => {
console.log('getNewMultipart', err);
this.uploadError(file, info);
this.updateFileStatus(file, this.$t('modelManage.uploadFailed'), 0, 2);
return err;
});
},
breakpointUpload(file) {
const blobSlice = File.prototype.slice || File.prototype.mozSlice || File.prototype.webkitSlice;
const fileReader = new FileReader();
const time = new Date().getTime();
const chunkSize = uploadChunkSize;
const chunks = Math.ceil(file.size / chunkSize);
const _this = this;
let currentChunk = 0;
const successChunks = [];
const successParts = file.chunks.split(",");
for (let i = 0; i < successParts.length; i++) {
successChunks[i] = successParts[i].split("-")[0];
}
const urls = [];
const etags = [];
const checkSuccessChunks = () => {
const index = successChunks.indexOf((currentChunk + 1).toString());
if (index == -1) {
return false;
}
return true;
}

const getUploadChunkUrl = async (currentChunk, partSize) => {
const res = await getMultipartUrl({
uuid: file.uuid,
uploadID: file.uploadID,
size: partSize,
chunkNumber: currentChunk + 1,
type: _this.state.type,
file_name: file.name,
scene: 'model',
});
urls[currentChunk] = res.data.url;
};

const uploadMinioNewMethod = async (url, e) => {
const xhr = new XMLHttpRequest();
xhr.open("PUT", url, false);
if (_this.state.type == 0) {
xhr.setRequestHeader("Content-Type", "text/plain");
xhr.send(e.target.result);
const etagValue = xhr.getResponseHeader("etag");
etags[currentChunk] = etagValue;
} else if (_this.state.type == 1) {
xhr.setRequestHeader("Content-Type", "");
xhr.send(e.target.result);
const etagValue = xhr.getResponseHeader("ETag");
etags[currentChunk] = etagValue;
}
}

const uploadChunk = async (e) => {
try {
if (!checkSuccessChunks()) {
const start = currentChunk * chunkSize;
const partSize = start + chunkSize >= file.size ? file.size - start : chunkSize;
// 获取分片上传url
await getUploadChunkUrl(currentChunk, partSize);
if (urls[currentChunk] != '') {
await uploadMinioNewMethod(urls[currentChunk], e);
if (etags[currentChunk] != '') {
} else {
console.log("上传到minio uploadChunk etags[currentChunk] == ''"); // TODO
}
} else {
console.log("uploadChunk urls[currentChunk] != ''"); // TODO
}
}
} catch (error) {
console.log(error);
}
}

const completeUpload = async () => {
return await setCompleteMultipart({
uuid: file.uuid,
uploadID: file.uploadID,
file_name: file.name,
size: file.size,
type: _this.state.type,
scene: 'model',
modeluuid: file.modelUuid,
});
}

function loadNext() {
const start = currentChunk * chunkSize;
const end = start + chunkSize >= file.size ? file.size : start + chunkSize;
fileReader.readAsArrayBuffer(blobSlice.call(file, start, end));
}

fileReader.onload = async (e) => {
try {
await uploadChunk(e);
fileReader.abort();
currentChunk++;
if (currentChunk < chunks) {
console.log(`第${currentChunk}个分片上传完成, 开始第${currentChunk + 1}/${chunks}个分片上传`);
this.updateFileStatus(file, this.$t('modelManage.uploading'), Number(((currentChunk / chunks) * 100).toFixed(2)), 3);
loadNext();
} else {
try {
await completeUpload();
console.log(`文件上传完成:${file.name} \n分片:${chunks} 大小:${file.size} 用时:${(new Date().getTime() - time) / 1000} s`);
this.uploadLength++;
this.uploadSuccessLength++;
this.updateFileStatus(file, this.$t('modelManage.uploadSuccess'), 100, 0);
this.uploadSuccess(file);
} catch (err) {
const info = this.$t('modelManage.uploadFailed');
console.log(info, file)
this.uploadLength++;
this.uploadError(file, info);
this.updateFileStatus(file, info, Number(((currentChunk / chunks) * 100).toFixed(2)) - 1, 2);
}
}
} catch (err) {
console.log(err);
const info = this.$t('modelManage.uploadFailed');
console.log(info, file)
this.uploadLength++;
this.uploadError(file, info);
this.updateFileStatus(file, info, Number(((currentChunk / chunks) * 100).toFixed(2)) - 1, 2);
}
};
console.log("上传分片...");
loadNext();
},
uploadError(file, info) {
file.previewTemplate.querySelector('.dz-success-mark').style.opacity = 0;
file.previewTemplate.querySelector('.dz-error-mark').style.opacity = 1;
file.previewTemplate.querySelector('.dz-error-message span').innerHTML = info;
file.previewTemplate.querySelector(".dz-error-message").style.display = 'block';
file.previewTemplate.querySelector(".dz-details").onmouseover = () => {
file.previewTemplate.querySelector('.dz-error-message').style.opacity = 1;
};
file.previewTemplate.querySelector(".dz-details").onmouseout = () => {
file.previewTemplate.querySelector('.dz-error-message').style.opacity = 0;
};
this.uploadFinishCheck(file);
},
uploadSuccess(file) {
file.previewTemplate.querySelector('.dz-error-mark').style.opacity = 0;
file.previewTemplate.querySelector('.dz-error-message span').innerHTML = '';
file.previewTemplate.querySelector('.dz-success-mark').style.opacity = 1;
file.previewTemplate.querySelector(".dz-error-message").style.display = 'none';
file.previewTemplate.querySelector(".dz-details").onmouseover = null;
file.previewTemplate.querySelector(".dz-details").onmouseout = null;
this.uploadFinishCheck(file);
},
uploadFinishCheck(file) {
console.log('uploadFinishCheck', file, this.uploadLength, '/', this.uploadFiles.length);
if (this.uploadLength === this.uploadFiles.length && this.uploadFiles.length != 0) {
console.log('All file has finish, success ' + this.uploadSuccessLength);
this.uploading = false;
if (this.uploadSuccessLength == this.uploadLength) {
window.setTimeout(() => {
this.goDetail();
}, 1000);
} else {
if (this.uploadSuccessLength > 0) {
this.initModelData();
}
}
}
},
submit() {
const fileList = this.dropzoneHandler.getAcceptedFiles();
if (!fileList.length) return;
for (let i = 0, iLen = fileList.length; i < iLen; i++) {
if (!this.checkFiles(fileList[i], true)) return;
}
this.resetFileStatus();
this.uploadFiles = fileList;
this.uploading = true;
for (let i = 0, iLen = fileList.length; i < iLen; i++) {
const file = fileList[i];
file.modelUuid = this.state.id;
file.modelName = this.state.name;
this.calcFileMd5(file).then(res => { // 计算MD5
this.getChunksInfo(file).then(res => { // 获取Chunk信息
if (file.uploadID == '' || file.uuid == '') { // 未上传过
this.newUpload(file);
} else if (file.uploaded == '1') { // 已上传成功
if (file.attachID == '0') { // 删除数据集记录,未删除文件
// await addAttachment(file);
console.log(`file.attachID == '0'`);
}
this.uploadLength++;
// 同一模型上传同一个文件
if (file._modelUuid) {
const info = `${this.$t('modelManage.fileHasAlreadyInTheModel')} ${file._modelName}`;
this.uploadError(file, info);
this.updateFileStatus(file, this.$t('modelManage.uploadFailed'), 0, 1, info);
} else { // 秒传
this.uploadSuccessLength++;
this.updateFileStatus(file, this.$t('modelManage.uploadSuccess'), 100, 0);
this.uploadSuccess(file);
}
console.log(file.name, '文件处理完成');
} else { // 断点续传
this.breakpointUpload(file);
}
}).catch(err => {
console.info('getChunksInfo', err);
this.uploadLength++;
this.uploadError(file, this.$t('modelManage.uploadFailed'));
this.updateFileStatus(file, this.$t('modelManage.uploadFailed'), 0, 2);
});
}).catch(err => {
console.info('calcFileMd5', err);
this.uploadLength++;
this.uploadError(file, this.$t('modelManage.uploadFailed'));
this.updateFileStatus(file, this.$t('modelManage.uploadFailed'), 0, 2);
});
}
},
cancel() {
if (this.type == '1') {
this.goDetail();
return;
}
const list = window.location.href.split('/');
list.pop();
list.push('show_model');
window.location.href = list.join('/');
},
goDetail() {
const list = window.location.href.split('/');
list.pop();
list.push('show_model_info');
window.location.href = list.join('/') + '?name=' + this.state.name;
}
},
mounted() {
this.initModelData();
this.initDropZone();
},
beforeDestroy() {
},
};
</script>

<style scoped lang="less">
.header {
height: 45px;
border-color: rgb(212, 212, 213);
border-width: 1px;
border-style: solid;
border-radius: 5px 5px 0px 0px;
font-size: 14px;
background: rgb(240, 240, 240);
display: flex;
align-items: center;

.title {
font-weight: 600;
font-size: 16px;
color: rgb(16, 16, 16);
margin-left: 10px;
}
}

.content {
margin-top: -1px;
border-color: rgb(212, 212, 213);
border-width: 1px;
border-style: solid;
padding: 30px 0;
border-top: none;

.guide-c {
display: flex;
align-items: center;
justify-content: center;
margin-bottom: 20px;

.step {
display: flex;
align-items: center;
color: rgb(136, 136, 136);

.num {
border: 1px solid rgb(136, 136, 136);
width: 34px;
height: 34px;
font-size: 24px;
text-align: center;
line-height: 34px;
border-radius: 17px;
margin-right: 8px;
}

.txt {
font-weight: 600;
}

&.focused {
color: rgb(22, 132, 252);

.num {
border-color: rgb(22, 132, 252);
}
}
}

.line {
height: 2px;
width: 50px;
background-color: rgb(187, 187, 187);
margin: 0 10px;
}
}

.row-c {
display: flex;
align-items: center;
justify-content: center;
flex-direction: column;
margin: 0 auto;

.row {
width: 100%;
display: flex;
align-items: center;
margin: 8px 0;
margin-left: -190px;

.r-title {
text-align: right;
font-size: .92857143em;
font-weight: 700;
color: rgba(0, 0, 0, .87);
width: 200px;
margin-right: 28px;
position: relative;

.required {
&::after {
position: absolute;
margin: -0.2em 0 0 0.2em;
content: '*';
color: #db2828;
}
}
}

.r-content {
flex: 1;

.cluster-type-btn {
display: flex;
align-items: center;
justify-content: center;
border: 1px solid #DCDFE6;
height: 36px;
padding: 10px;
cursor: pointer;
border-radius: 4px;

.icon {
margin-right: 5px;
}

&.focused {
border-color: rgb(50, 145, 248);
color: rgb(50, 145, 248);
cursor: default;

.icon {
:not([stroke]) {
fill: rgb(50, 145, 248);
}
}
}
}
}
}
}
}

.not-allowed-placeholder {
position: absolute;
width: 100%;
height: 100%;
z-index: 20;
cursor: no-drop;
top: 0;
}

.dropzone {
min-height: 186px !important;

/deep/ .dz-default.dz-message {
margin: 76px 0 !important;
}

/deep/ .dz-remove {
margin-top: 10px !important;
}
}

.input-disabled {
/deep/ .el-input__inner {
background-color: #f5f5f6 !important;
color: #888888 !important;
}
}

/deep/ .dz-progress {
display: none;
}

.success {
color: #21ba45;
font-size: 16px;
margin-right: 0.5rem;
}

.failed {
color: red;
font-size: 16px;
margin-right: 0.5rem;
}

.datast-upload-progress {
display: flex;
align-items: center;
}

.datast-upload-progress .dataset-name {
text-align: right;
width: 200px;
margin-right: 1rem;
}

.datast-upload-progress .dataset-progress {
flex: 1;
}

.datast-upload-progress .dataset-status {
width: 140px;
margin-left: 1rem;
}

.datast-upload-progress .dataset-status .status-flex {
display: flex;
align-items: center;
}

/deep/ .el-progress-bar__inner {
background-color: #21ba45;
}

.el-select-dropdown__item.selected {
color: #85b7d9;
}

/deep/ .el-button {
background-color: #e0e1e2;
color: rgba(0, 0, 0, .6);
border-color: transparent;
transition: opacity .1s ease, background-color .1s ease, color .1s ease, box-shadow .1s ease, background .1s ease, -webkit-box-shadow .1s ease;
will-change: auto;
-webkit-tap-highlight-color: transparent;

&:hover {
border-color: transparent;
background-color: #cacbcd;
color: rgba(0, 0, 0, .8);
}

&:focus {
background-color: #cacbcd;
color: rgba(0, 0, 0, .8);
border-color: transparent;
}

&:active {
background-color: #babbbc;
color: rgba(0, 0, 0, .9);
border-color: transparent;
}

&.green {
background-color: #5bb973;
color: #fff;

&:hover {
background-color: #16ab39;
border-color: transparent;
}

&:focus {
background-color: #0ea432;
border-color: transparent;
}

&:active {
background-color: #198f35;
border-color: transparent;
}
}
}

/deep/ .el-select {
.is-focus {
.el-input__inner {
border-color: #85b7d9;
}
}
}

/deep/ .el-input__inner {
&:focus {
border-color: #85b7d9;
}
}

/deep/ .el-textarea__inner {
&:focus {
border-color: #85b7d9;
}
}
</style>

+ 17
- 0
web_src/vuepages/pages/modelmanage/local/vp-modelmanage-local-create-1.js View File

@@ -0,0 +1,17 @@
import Vue from 'vue';
import ElementUI from 'element-ui';
import 'element-ui/lib/theme-chalk/index.css';
import localeEn from 'element-ui/lib/locale/lang/en';
import localeZh from 'element-ui/lib/locale/lang/zh-CN';
import { i18n, lang } from '~/langs';
import App from './modelmanage-local-create-1.vue';

Vue.use(ElementUI, {
locale: lang === 'zh-CN' ? localeZh : localeEn,
size: 'small',
});

new Vue({
i18n,
render: (h) => h(App),
}).$mount('#__vue-root');

+ 17
- 0
web_src/vuepages/pages/modelmanage/local/vp-modelmanage-local-create-2.js View File

@@ -0,0 +1,17 @@
import Vue from 'vue';
import ElementUI from 'element-ui';
import 'element-ui/lib/theme-chalk/index.css';
import localeEn from 'element-ui/lib/locale/lang/en';
import localeZh from 'element-ui/lib/locale/lang/zh-CN';
import { i18n, lang } from '~/langs';
import App from './modelmanage-local-create-2.vue';

Vue.use(ElementUI, {
locale: lang === 'zh-CN' ? localeZh : localeEn,
size: 'small',
});

new Vue({
i18n,
render: (h) => h(App),
}).$mount('#__vue-root');

+ 35
- 1
web_src/vuepages/utils/index.js View File

@@ -1,7 +1,41 @@

import { i18n } from '~/langs';
import { ACC_CARD_TYPE } from '~/const';

export const getListValueWithKey = (list, key, k = 'k', v = 'v') => {
for (let i = 0, iLen = list.length; i < iLen; i++) {
const listI = list[i];
if (listI[k] === key) return listI[v];
}
return '';
return key;
};

export const getUrlSearchParams = () => {
const params = new URLSearchParams(location.search);
const obj = {};
params.forEach((value, key) => {
obj[key] = value;
});
return obj;
};

export const transFileSize = (srcSize) => {
if (null == srcSize || srcSize == '') {
return '0 Bytes';
}
const unitArr = ['Bytes', 'KB', 'MB', 'GB', 'TB', 'PB', 'EB', 'ZB', 'YB'];
srcSize = parseFloat(srcSize);
const index = Math.floor(Math.log(srcSize) / Math.log(1024));
const size = (srcSize / Math.pow(1024, index)).toFixed(2);
return size + ' ' + unitArr[index];
};

export const renderSpecStr = (spec, showPoint) => {
if (!spec) return '';
var ngpu = `${spec.ComputeResource}: ${spec.AccCardsNum + '*' + getListValueWithKey(ACC_CARD_TYPE, spec.AccCardType)}`;
var gpuMemStr = spec.GPUMemGiB != 0 ? `${i18n.t('resourcesManagement.gpuMem')}: ${spec.GPUMemGiB}GB, ` : '';
var sharedMemStr = spec.ShareMemGiB != 0 ? `, ${i18n.t('resourcesManagement.shareMem')}: ${spec.ShareMemGiB}GB` : '';
var pointStr = showPoint ? `, ${spec.UnitPrice == 0 ? i18n.t('resourcesManagement.free') : spec.UnitPrice + i18n.t('resourcesManagement.point_hr')}` : '';
var specStr = `${ngpu}, CPU: ${spec.CpuCores}, ${gpuMemStr}${i18n.t('resourcesManagement.mem')}: ${spec.MemGiB}GB${sharedMemStr}${pointStr}`;
return specStr;
};

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