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modelarts.go 10 kB

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  1. // Copyright 2016 The Gogs Authors. All rights reserved.
  2. // Copyright 2018 The Gitea Authors. All rights reserved.
  3. // Use of this source code is governed by a MIT-style
  4. // license that can be found in the LICENSE file.
  5. package repo
  6. import (
  7. "net/http"
  8. "path"
  9. "strconv"
  10. "strings"
  11. "code.gitea.io/gitea/models"
  12. "code.gitea.io/gitea/modules/context"
  13. "code.gitea.io/gitea/modules/log"
  14. "code.gitea.io/gitea/modules/modelarts"
  15. "code.gitea.io/gitea/modules/setting"
  16. "code.gitea.io/gitea/modules/storage"
  17. )
  18. func GetModelArtsNotebook(ctx *context.APIContext) {
  19. var (
  20. err error
  21. )
  22. jobID := ctx.Params(":jobid")
  23. repoID := ctx.Repo.Repository.ID
  24. job, err := models.GetRepoCloudBrainByJobID(repoID, jobID)
  25. if err != nil {
  26. ctx.NotFound(err)
  27. return
  28. }
  29. result, err := modelarts.GetJob(jobID)
  30. if err != nil {
  31. ctx.NotFound(err)
  32. return
  33. }
  34. job.Status = result.Status
  35. err = models.UpdateJob(job)
  36. if err != nil {
  37. log.Error("UpdateJob failed:", err)
  38. }
  39. ctx.JSON(http.StatusOK, map[string]interface{}{
  40. "JobID": jobID,
  41. "JobStatus": result.Status,
  42. })
  43. }
  44. func GetModelArtsTrainJob(ctx *context.APIContext) {
  45. var (
  46. err error
  47. )
  48. jobID := ctx.Params(":jobid")
  49. repoID := ctx.Repo.Repository.ID
  50. job, err := models.GetRepoCloudBrainByJobID(repoID, jobID)
  51. if err != nil {
  52. ctx.NotFound(err)
  53. return
  54. }
  55. result, err := modelarts.GetTrainJob(jobID, strconv.FormatInt(job.VersionID, 10))
  56. if err != nil {
  57. ctx.NotFound(err)
  58. return
  59. }
  60. job.Status = modelarts.TransTrainJobStatus(result.IntStatus)
  61. job.Duration = result.Duration
  62. job.TrainJobDuration = result.TrainJobDuration
  63. err = models.UpdateJob(job)
  64. if err != nil {
  65. log.Error("UpdateJob failed:", err)
  66. }
  67. ctx.JSON(http.StatusOK, map[string]interface{}{
  68. "JobID": jobID,
  69. "JobStatus": job.Status,
  70. "JobDuration": job.Duration,
  71. })
  72. }
  73. func GetModelArtsTrainJobVersion(ctx *context.APIContext) {
  74. var (
  75. err error
  76. )
  77. jobID := ctx.Params(":jobid")
  78. versionName := ctx.Query("version_name")
  79. job, err := models.GetCloudbrainByJobIDAndVersionName(jobID, versionName)
  80. if err != nil {
  81. ctx.NotFound(err)
  82. return
  83. }
  84. result, err := modelarts.GetTrainJob(jobID, strconv.FormatInt(job.VersionID, 10))
  85. if err != nil {
  86. ctx.NotFound(err)
  87. return
  88. }
  89. job.Status = modelarts.TransTrainJobStatus(result.IntStatus)
  90. job.Duration = result.Duration
  91. job.TrainJobDuration = result.TrainJobDuration
  92. if result.Duration != 0 {
  93. job.TrainJobDuration = addZero(result.Duration/3600000) + ":" + addZero(result.Duration%3600000/60000) + ":" + addZero(result.Duration%60000/1000)
  94. } else {
  95. job.TrainJobDuration = "00:00:00"
  96. }
  97. err = models.UpdateTrainJobVersion(job)
  98. if err != nil {
  99. log.Error("UpdateJob failed:", err)
  100. }
  101. ctx.JSON(http.StatusOK, map[string]interface{}{
  102. "JobID": jobID,
  103. "JobStatus": job.Status,
  104. "JobDuration": job.TrainJobDuration,
  105. })
  106. }
  107. func addZero(t int64) (m string) {
  108. if t < 10 {
  109. m = "0" + strconv.FormatInt(t, 10)
  110. return m
  111. } else {
  112. return strconv.FormatInt(t, 10)
  113. }
  114. }
  115. func TrainJobGetLog(ctx *context.APIContext) {
  116. var (
  117. err error
  118. )
  119. var jobID = ctx.Params(":jobid")
  120. var versionName = ctx.Query("version_name")
  121. // var logFileName = ctx.Query("file_name")
  122. var baseLine = ctx.Query("base_line")
  123. var order = ctx.Query("order")
  124. var lines = ctx.Query("lines")
  125. lines_int, err := strconv.Atoi(lines)
  126. if err != nil {
  127. log.Error("change lines(%d) string to int failed", lines_int)
  128. }
  129. if order != modelarts.OrderDesc && order != modelarts.OrderAsc {
  130. log.Error("order(%s) check failed", order)
  131. ctx.JSON(http.StatusBadRequest, map[string]interface{}{
  132. "err_msg": "order check failed",
  133. })
  134. return
  135. }
  136. resultLogFile, result, err := trainJobGetLogContent(jobID, versionName, baseLine, order, lines_int)
  137. if err != nil {
  138. log.Error("trainJobGetLog(%s) failed:%v", jobID, err.Error())
  139. // ctx.RenderWithErr(err.Error(), tplModelArtsTrainJobShow, nil)
  140. return
  141. }
  142. ctx.Data["log_file_name"] = resultLogFile.LogFileList[0]
  143. ctx.JSON(http.StatusOK, map[string]interface{}{
  144. "JobID": jobID,
  145. "LogFileName": resultLogFile.LogFileList[0],
  146. "StartLine": result.StartLine,
  147. "EndLine": result.EndLine,
  148. "Content": result.Content,
  149. "Lines": result.Lines,
  150. })
  151. }
  152. func trainJobGetLogContent(jobID string, versionName string, baseLine string, order string, lines int) (*models.GetTrainJobLogFileNamesResult, *models.GetTrainJobLogResult, error) {
  153. task, err := models.GetCloudbrainByJobIDAndVersionName(jobID, versionName)
  154. if err != nil {
  155. log.Error("GetCloudbrainByJobID(%s) failed:%v", jobID, err.Error())
  156. return nil, nil, err
  157. }
  158. resultLogFile, err := modelarts.GetTrainJobLogFileNames(jobID, strconv.FormatInt(task.VersionID, 10))
  159. if err != nil {
  160. log.Error("GetTrainJobLogFileNames(%s) failed:%v", jobID, err.Error())
  161. return nil, nil, err
  162. }
  163. result, err := modelarts.GetTrainJobLog(jobID, strconv.FormatInt(task.VersionID, 10), baseLine, resultLogFile.LogFileList[0], order, lines)
  164. if err != nil {
  165. log.Error("GetTrainJobLog(%s) failed:%v", jobID, err.Error())
  166. return nil, nil, err
  167. }
  168. return resultLogFile, result, err
  169. }
  170. func DelTrainJobVersion(ctx *context.APIContext) {
  171. var (
  172. err error
  173. )
  174. var jobID = ctx.Params(":jobid")
  175. var versionName = ctx.Query("version_name")
  176. task, err := models.GetCloudbrainByJobIDAndVersionName(jobID, versionName)
  177. if err != nil {
  178. log.Error("GetCloudbrainByJobID(%s) failed:%v", task.JobName, err.Error())
  179. ctx.NotFound(err)
  180. return
  181. }
  182. //删除modelarts上的记录
  183. _, err = modelarts.DelTrainJobVersion(jobID, strconv.FormatInt(task.VersionID, 10))
  184. if err != nil {
  185. log.Error("DelTrainJobVersion(%s) failed:%v", task.JobName, err.Error())
  186. ctx.NotFound(err)
  187. return
  188. }
  189. //删除数据库记录
  190. err = models.DeleteJob(task)
  191. if err != nil {
  192. ctx.ServerError("DeleteJob failed", err)
  193. ctx.NotFound(err)
  194. return
  195. }
  196. //获取删除后的版本数量
  197. repo := ctx.Repo.Repository
  198. VersionTaskList, VersionListCount, err := models.CloudbrainsVersionList(&models.CloudbrainsOptions{
  199. RepoID: repo.ID,
  200. Type: models.TypeCloudBrainTwo,
  201. JobType: string(models.JobTypeTrain),
  202. JobID: jobID,
  203. })
  204. if err != nil {
  205. ctx.ServerError("get VersionListCount faild", err)
  206. return
  207. }
  208. // 判断当前删掉的任务是否是最新版本,若是,将排序后的TotalVersionCount置为删掉的最新版本的TotalVersionCount,若不是,按时间排序后的版本列表的第一个版本设置为最新版本,TotalVersionCount不变
  209. if task.IsLatestVersion == modelarts.IsLatestVersion {
  210. err = models.SetVersionCountAndLatestVersion(jobID, VersionTaskList[0].Cloudbrain.VersionName, VersionListCount, modelarts.IsLatestVersion, task.TotalVersionCount)
  211. if err != nil {
  212. ctx.ServerError("UpdateJobVersionCount failed", err)
  213. return
  214. }
  215. } else {
  216. err = models.SetVersionCountAndLatestVersion(jobID, VersionTaskList[0].VersionName, VersionListCount, modelarts.IsLatestVersion, VersionTaskList[0].Cloudbrain.TotalVersionCount)
  217. if err != nil {
  218. ctx.ServerError("UpdateJobVersionCount failed", err)
  219. return
  220. }
  221. }
  222. ctx.JSON(http.StatusOK, map[string]interface{}{
  223. "JobID": jobID,
  224. "VersionName": versionName,
  225. "StatusOK": 0,
  226. })
  227. }
  228. func StopTrainJobVersion(ctx *context.APIContext) {
  229. var (
  230. err error
  231. )
  232. var jobID = ctx.Params(":jobid")
  233. var versionName = ctx.Query("version_name")
  234. task, err := models.GetCloudbrainByJobIDAndVersionName(jobID, versionName)
  235. if err != nil {
  236. log.Error("GetCloudbrainByJobID(%s) failed:%v", task.JobName, err.Error())
  237. return
  238. }
  239. _, err = modelarts.StopTrainJob(jobID, strconv.FormatInt(task.VersionID, 10))
  240. if err != nil {
  241. log.Error("StopTrainJob(%s) failed:%v", task.JobName, err.Error())
  242. return
  243. }
  244. ctx.JSON(http.StatusOK, map[string]interface{}{
  245. "JobID": jobID,
  246. "VersionName": versionName,
  247. "StatusOK": 0,
  248. })
  249. }
  250. func ModelList(ctx *context.APIContext) {
  251. var (
  252. err error
  253. )
  254. var jobID = ctx.Params(":jobid")
  255. var versionName = ctx.Query("version_name")
  256. parentDir := ctx.Query("parentDir")
  257. dirArray := strings.Split(parentDir, "/")
  258. task, err := models.GetCloudbrainByJobIDAndVersionName(jobID, versionName)
  259. if err != nil {
  260. log.Error("GetCloudbrainByJobID(%s) failed:%v", task.JobName, err.Error())
  261. return
  262. }
  263. models, err := storage.GetObsListObject(task.JobName, parentDir, versionName)
  264. if err != nil {
  265. log.Info("get TrainJobListModel failed:", err)
  266. ctx.ServerError("GetObsListObject:", err)
  267. return
  268. }
  269. ctx.JSON(http.StatusOK, map[string]interface{}{
  270. "JobID": jobID,
  271. "VersionName": versionName,
  272. "StatusOK": 0,
  273. "Path": dirArray,
  274. "Dirs": models,
  275. "task": task,
  276. "PageIsCloudBrain": true,
  277. })
  278. }
  279. func ModelDownload(ctx *context.Context) {
  280. var (
  281. err error
  282. )
  283. var jobID = ctx.Params(":jobid")
  284. versionName := ctx.Query("version_name")
  285. // versionName := "V0001"
  286. parentDir := ctx.Query("parent_dir")
  287. fileName := ctx.Query("file_name")
  288. log.Info("DownloadSingleModelFile start.")
  289. // id := ctx.Params(":ID")
  290. // path := Model_prefix + models.AttachmentRelativePath(id) + "/" + parentDir + fileName
  291. task, err := models.GetCloudbrainByJobIDAndVersionName(jobID, versionName)
  292. if err != nil {
  293. log.Error("GetCloudbrainByJobID(%s) failed:%v", task.JobName, err.Error())
  294. return
  295. }
  296. path := strings.TrimPrefix(path.Join(setting.TrainJobModelPath, task.JobName, setting.OutPutPath, versionName, parentDir, fileName), "/")
  297. log.Info("Download path is:%s", path)
  298. if setting.PROXYURL != "" {
  299. body, err := storage.ObsDownloadAFile(setting.Bucket, path)
  300. if err != nil {
  301. log.Info("download error.")
  302. } else {
  303. //count++
  304. // models.ModifyModelDownloadCount(id)
  305. defer body.Close()
  306. ctx.Resp.Header().Set("Content-Disposition", "attachment; filename="+fileName)
  307. ctx.Resp.Header().Set("Content-Type", "application/octet-stream")
  308. p := make([]byte, 1024)
  309. var readErr error
  310. var readCount int
  311. // 读取对象内容
  312. for {
  313. readCount, readErr = body.Read(p)
  314. if readCount > 0 {
  315. ctx.Resp.Write(p[:readCount])
  316. //fmt.Printf("%s", p[:readCount])
  317. }
  318. if readErr != nil {
  319. break
  320. }
  321. }
  322. }
  323. } else {
  324. url, err := storage.GetObsCreateSignedUrlByBucketAndKey(setting.Bucket, path)
  325. if err != nil {
  326. log.Error("GetObsCreateSignedUrl failed: %v", err.Error(), ctx.Data["msgID"])
  327. ctx.ServerError("GetObsCreateSignedUrl", err)
  328. return
  329. }
  330. //count++
  331. // models.ModifyModelDownloadCount(id)
  332. http.Redirect(ctx.Resp, ctx.Req.Request, url, http.StatusMovedPermanently)
  333. }
  334. }