aiforge/routers/api/v1/repo/cloudbrain_dashboard.go

package repo

import (
	"net/http"
	"net/url"
	"strings"
	"time"

	"code.gitea.io/gitea/models"
	"code.gitea.io/gitea/modules/context"
	"code.gitea.io/gitea/modules/log"
	"code.gitea.io/gitea/modules/modelarts"
	"github.com/360EntSecGroup-Skylar/excelize/v2"

	"code.gitea.io/gitea/modules/setting"
)

type TimeCloudbrainsNum struct {
	TimeCloudbrainNum []DateCloudbrainNum `json:"dateCloudbrainNum"`
	TotalCount        int                 `json:"totalCount"`
}
type DateCloudbrainNum struct {
	Date                      string         `json:"date"`
	CloudOneJobTypeRes        map[string]int `json:"cloudOneJobTypeRes"`
	CloudTwoJobTypeRes        map[string]int `json:"cloudTwoJobTypeRes"`
	IntelligentNetJobTypeRes  map[string]int `json:"intelligentNetJobTypeRes"`
	CloudBrainPeriodNum       map[int]int    `json:"cloudBrainPeriodNum"`
	CloudBrainComputeResource map[string]int `json:"cloudBrainComputeResource"`
}

func GetAllCloudbrainsOverview(ctx *context.Context) {
	recordBeginTime, err := getBrainRecordBeginTime()
	if err != nil {
		log.Error("Can not get record begin time", err)
		ctx.Error(http.StatusBadRequest, ctx.Tr("repo.record_begintime_get_err"))
		return
	}
	now := time.Now()
	//today overview
	beginTime := now.AddDate(0, 0, 0)
	beginTime = time.Date(beginTime.Year(), beginTime.Month(), beginTime.Day(), 0, 0, 0, 0, now.Location())
	endTime := now
	todayCreatorCount, err := models.GetTodayCreatorCount(beginTime, endTime)
	if err != nil {
		log.Error("Can not query todayCreatorCount.", err)
		return
	}
	creatorCount, err := models.GetCreatorCount()
	if err != nil {
		log.Error("Can not query creatorCount.", err)
		return
	}

	cloudbrains, err := models.GetAllCloudBrain()
	if err != nil {
		log.Error("Getcloudbrains failed:%v", err)
		return
	}

	todayStatusResult := make(map[string]int)
	cloudBrainNum := make(map[int]int)
	cloudBrainOneDuration := int64(0)
	cloudBrainTwoDuration := int64(0)
	for _, cloudbrain := range cloudbrains {
		if int64(cloudbrain.Cloudbrain.CreatedUnix) >= beginTime.Unix() && int64(cloudbrain.Cloudbrain.CreatedUnix) < endTime.Unix() {
			if _, ok := todayStatusResult[cloudbrain.Status]; !ok {
				todayStatusResult[cloudbrain.Status] = 1
			} else {
				todayStatusResult[cloudbrain.Status] += 1
			}
		}

		if _, ok := cloudBrainNum[cloudbrain.Cloudbrain.Type]; !ok {
			cloudBrainNum[cloudbrain.Cloudbrain.Type] = 1
		} else {
			cloudBrainNum[cloudbrain.Cloudbrain.Type] += 1
		}

		if cloudbrain.Cloudbrain.Type == models.TypeCloudBrainOne {
			cloudBrainOneDuration = cloudBrainOneDuration + cloudbrain.Cloudbrain.Duration
		}
		if cloudbrain.Cloudbrain.Type == models.TypeCloudBrainTwo {
			cloudBrainTwoDuration = cloudBrainTwoDuration + cloudbrain.Cloudbrain.Duration
		}

	}

	statusNameList := []string{"COMPLETED", "FAILED", "INIT", "RUNNING", "START_FAILED", "STOPPED", "SUCCEEDED", "WAITING", "KILLED"}
	for _, v := range statusNameList {
		if _, ok := todayStatusResult[v]; !ok {
			todayStatusResult[v] = 0
		}
	}

	todayRunningCount := todayStatusResult["RUNNING"]
	todayCompletedCount := todayStatusResult["COMPLETED"] + todayStatusResult["FAILED"] + todayStatusResult["START_FAILED"] + todayStatusResult["STOPPED"] + todayStatusResult["SUCCEEDED"] + todayStatusResult["KILLED"]
	todayWaitingCount := todayStatusResult["INIT"] + todayStatusResult["WAITING"]

	ctx.JSON(http.StatusOK, map[string]interface{}{
		// "todayStatusResult":          todayStatusResult,
		"recordBeginTime":        recordBeginTime,
		"updateTime":             now,
		"cloudBrainNum":          cloudBrainNum,
		"cloudBrainOneDuration":  cloudBrainOneDuration,
		"cloudBrainTwoDuration":  cloudBrainTwoDuration,
		"intelligentNetDuration": 0,
		"todayCreatorCount":      todayCreatorCount,
		"creatorCount":           creatorCount,
		"todayRunningCount":      todayRunningCount,
		"todayCompletedCount":    todayCompletedCount,
		"todayWaitingCount":      todayWaitingCount,
	})
}

func GetAllCloudbrainsTrend(ctx *context.Context) {
	brainRecordBeginTime, err := getBrainRecordBeginTime()
	if err != nil {
		log.Error("Can not get brain record begin time", err)
		ctx.Error(http.StatusBadRequest, ctx.Tr("repo.brain_record_begintime_get_err"))
		return
	}
	queryType := ctx.QueryTrim("type")
	now := time.Now()

	beginTimeStr := ctx.QueryTrim("beginTime")
	endTimeStr := ctx.QueryTrim("endTime")
	var beginTime time.Time
	var endTime time.Time
	var endTimeTemp time.Time
	dateCloudbrainNum := make([]DateCloudbrainNum, 0)
	if queryType != "" {
		if queryType == "all" {
			beginTime = brainRecordBeginTime
			endTime = now
			endTimeTemp = beginTime.AddDate(0, 1, 0)
			dateCloudbrainNum, err = getYearCloudbrainNum(beginTime, endTimeTemp, endTime)
			if err != nil {
				log.Error("Can not query getYearCloudbrainNum.", err)
				ctx.Error(http.StatusBadRequest, ctx.Tr("getYearCloudbrainNum_get_error"))
				return
			}
		} else if queryType == "yesterday" {
			beginTime = now.AddDate(0, 0, -1)
			beginTime = time.Date(beginTime.Year(), beginTime.Month(), beginTime.Day(), 0, 0, 0, 0, now.Location())
			endTimeTemp = beginTime.Add(time.Hour)
			endTime = time.Date(now.Year(), now.Month(), now.Day(), 0, 0, 0, 0, now.Location())
			dateCloudbrainNum, err = getHourCloudbrainNum(beginTime, endTimeTemp, endTime)
			if err != nil {
				log.Error("Can not query getHourCloudbrainNum.", err)
				ctx.Error(http.StatusBadRequest, ctx.Tr("getYearCloudbrainNum_get_error"))
				return
			}

		} else if queryType == "last_7day" {
			beginTime = now.AddDate(0, 0, -7) //begin from monday
			beginTime = time.Date(beginTime.Year(), beginTime.Month(), beginTime.Day(), 0, 0, 0, 0, now.Location())
			endTime = now
			endTimeTemp = beginTime.AddDate(0, 0, 1)
			dateCloudbrainNum, err = getDayCloudbrainNum(beginTime, endTimeTemp, endTime)
			if err != nil {
				log.Error("Can not query getDayCloudbrainNum.", err)
				ctx.Error(http.StatusBadRequest, ctx.Tr("getDayCloudbrainNum_get_error"))
				return
			}
		} else if queryType == "last_30day" {
			beginTime = now.AddDate(0, 0, -30) //begin from monday
			beginTime = time.Date(beginTime.Year(), beginTime.Month(), beginTime.Day(), 0, 0, 0, 0, now.Location())
			endTime = now
			endTimeTemp = beginTime.AddDate(0, 0, 1)
			dateCloudbrainNum, err = getDayCloudbrainNum(beginTime, endTimeTemp, endTime)
			if err != nil {
				log.Error("Can not query getDayCloudbrainNum.", err)
				ctx.Error(http.StatusBadRequest, ctx.Tr("getDayCloudbrainNum_get_error"))
				return
			}
		} else if queryType == "current_month" {
			endTime = now
			beginTime = time.Date(endTime.Year(), endTime.Month(), 1, 0, 0, 0, 0, now.Location())
			endTimeTemp = beginTime.AddDate(0, 0, 1)
			dateCloudbrainNum, err = getDayCloudbrainNum(beginTime, endTimeTemp, endTime)
			if err != nil {
				log.Error("Can not query getDayCloudbrainNum.", err)
				ctx.Error(http.StatusBadRequest, ctx.Tr("getDayCloudbrainNum_get_error"))
				return
			}

		} else if queryType == "monthly" {
			endTime = now
			beginTime = now.AddDate(0, -1, 0)
			beginTime = time.Date(beginTime.Year(), beginTime.Month(), beginTime.Day(), 0, 0, 0, 0, now.Location())
			endTimeTemp = beginTime.AddDate(0, 0, 1)
			dateCloudbrainNum, err = getDayCloudbrainNum(beginTime, endTimeTemp, endTime)
			if err != nil {
				log.Error("Can not query getDayCloudbrainNum.", err)
				ctx.Error(http.StatusBadRequest, ctx.Tr("getDayCloudbrainNum_get_error"))
				return
			}

		} else if queryType == "current_year" {
			endTime = now
			beginTime = time.Date(endTime.Year(), 1, 1, 0, 0, 0, 0, now.Location())
			endTimeTemp = beginTime.AddDate(0, 1, 0)
			dateCloudbrainNum, err = getYearCloudbrainNum(beginTime, endTimeTemp, endTime)
			if err != nil {
				log.Error("Can not query getDayCloudbrainNum.", err)
				ctx.Error(http.StatusBadRequest, ctx.Tr("getYearCloudbrainNum_get_error"))
				return
			}

		} else if queryType == "last_month" {

			lastMonthTime := now.AddDate(0, -1, 0)
			beginTime = time.Date(lastMonthTime.Year(), lastMonthTime.Month(), 1, 0, 0, 0, 0, now.Location())
			endTime = time.Date(now.Year(), now.Month(), 2, 0, 0, 0, 0, now.Location())
			endTimeTemp = beginTime.AddDate(0, 0, 1)
			dateCloudbrainNum, err = getDayCloudbrainNum(beginTime, endTimeTemp, endTime)
			if err != nil {
				log.Error("Can not query getDayCloudbrainNum.", err)
				ctx.Error(http.StatusBadRequest, ctx.Tr("getDayCloudbrainNum_get_error"))
				return
			}

		}

	} else {
		if beginTimeStr == "" || endTimeStr == "" {
			//如果查询类型和开始时间结束时间都未设置，按queryType=all处理
			beginTime = brainRecordBeginTime
			endTime = now
			endTimeTemp = beginTime.AddDate(0, 1, 0)
			dateCloudbrainNum, err = getYearCloudbrainNum(beginTime, endTimeTemp, endTime)
			if err != nil {
				log.Error("Can not query getDayCloudbrainNum.", err)
				ctx.Error(http.StatusBadRequest, ctx.Tr("getYearCloudbrainNum_get_error"))
				return
			}
		} else {
			beginTime, err = time.ParseInLocation("2006-01-02", beginTimeStr, time.Local)
			if err != nil {
				log.Error("Can not ParseInLocation.", err)
				ctx.Error(http.StatusBadRequest, ctx.Tr("ParseInLocation_get_error"))
				return
			}
			endTime, err = time.ParseInLocation("2006-01-02", endTimeStr, time.Local)
			if err != nil {
				log.Error("Can not ParseInLocation.", err)
				ctx.Error(http.StatusBadRequest, ctx.Tr("ParseInLocation_get_error"))
				return
			}
			days := (endTime.Unix() - beginTime.Unix()) / 3600 / 24
			if 1 < days {
				endTimeTemp = beginTime.AddDate(0, 0, 1)
				endTime = endTime.AddDate(0, 0, 2)
				dateCloudbrainNum, err = getDayCloudbrainNum(beginTime, endTimeTemp, endTime)
				if err != nil {
					log.Error("Can not query getDayCloudbrainNum.", err)
					ctx.Error(http.StatusBadRequest, ctx.Tr("getDayCloudbrainNum_get_error"))
					return
				}
			} else if 0 < days || days <= 1 {
				endTimeTemp = beginTime.Add(time.Hour)
				dateCloudbrainNum, err = getHourCloudbrainNum(beginTime, endTimeTemp, endTime)
				if err != nil {
					log.Error("Can not query getHourCloudbrainNum.", err)
					ctx.Error(http.StatusBadRequest, ctx.Tr("getHourCloudbrainNum_get_error"))
					return
				}
			} else {
				return
			}
		}

	}
	cloudbrainsPeriodData := TimeCloudbrainsNum{
		TimeCloudbrainNum: dateCloudbrainNum,
	}

	ctx.JSON(http.StatusOK, cloudbrainsPeriodData)

}

func GetAllCloudbrainsTrendDetail(ctx *context.Context) {
	// brainRecordBeginTime, err := getBrainRecordBeginTime()
	// if err != nil {
	// 	log.Error("Can not get brain record begin time", err)
	// 	ctx.Error(http.StatusBadRequest, ctx.Tr("repo.brain_record_begintime_get_err"))
	// 	return
	// }
	// queryType := ctx.QueryTrim("type")
	now := time.Now()
	var beginTime time.Time
	var endTime time.Time
	var endTimeTemp time.Time
	// dateCloudbrainNum := make([]DateCloudbrainNum, 0)

	beginTime = now.AddDate(0, 0, -30) //
	// beginTime = brainRecordBeginTime
	beginTime = time.Date(beginTime.Year(), beginTime.Month(), beginTime.Day(), 0, 0, 0, 0, now.Location())
	endTime = now
	endTimeTemp = endTime.AddDate(0, 0, -1)
	dayCloudbrainInfo, err := getDayCloudbrainInfo(beginTime, endTimeTemp, endTime)
	if err != nil {
		log.Error("Can not query getDayCloudbrainInfo.", err)
		ctx.Error(http.StatusBadRequest, ctx.Tr("getDayCloudbrainInfo_get_error"))
		return
	}

	page := ctx.QueryInt("page")
	if page <= 0 {
		page = 1
	}
	pagesize := ctx.QueryInt("pagesize")
	if pagesize <= 0 {
		pagesize = 5
	}
	// pager := context.NewPagination(len(dateCloudbrainNum), pagesize, page, 5)

	pageDateCloudbrainNum := getPageDateCloudbrainNum(dayCloudbrainInfo, page, pagesize)

	//load attachment creator
	// for _, attachment := range pageAttachments {
	// 	uploader, _ := models.GetUserByID(attachment.UploaderID)
	// 	attachment.Uploader = uploader
	// }

	cloudbrainsPeriodData := TimeCloudbrainsNum{
		TotalCount:        30,
		TimeCloudbrainNum: pageDateCloudbrainNum,
	}

	ctx.JSON(http.StatusOK, cloudbrainsPeriodData)

}
func getPageDateCloudbrainNum(dateCloudbrainNums []DateCloudbrainNum, page int, pagesize int) []DateCloudbrainNum {
	begin := (page - 1) * pagesize
	end := (page) * pagesize

	if begin > len(dateCloudbrainNums)-1 {
		return nil
	}
	if end > len(dateCloudbrainNums)-1 {
		return dateCloudbrainNums[begin:]
	} else {
		return dateCloudbrainNums[begin:end]
	}

}

func GetAllCloudbrainsPeriodDistribution(ctx *context.Context) {

	recordBeginTime, err := getBrainRecordBeginTime()
	if err != nil {
		log.Error("Can not get record begin time", err)
		ctx.Error(http.StatusBadRequest, ctx.Tr("repo.record_begintime_get_err"))
		return
	}
	beginTime, endTime, err := getTimePeroid(ctx, recordBeginTime)
	if err != nil {
		log.Error("Parameter is wrong", err)
		ctx.Error(http.StatusBadRequest, ctx.Tr("repo.parameter_is_wrong"))
		return
	}

	cloudbrains, err := models.GetAllCloudBrain()
	if err != nil {
		log.Error("Getcloudbrains failed:%v", err)
		return
	}
	cloudOneJobTypeRes := make(map[string]int)
	cloudTwoJobTypeRes := make(map[string]int)
	intelligentNetJobTypeRes := make(map[string]int)
	cloudBrainPeriodNum := make(map[int]int)
	cloudBrainComputeResource := make(map[string]int)
	for _, cloudbrain := range cloudbrains {
		if int64(cloudbrain.Cloudbrain.CreatedUnix) >= beginTime.Unix() && int64(cloudbrain.Cloudbrain.CreatedUnix) < endTime.Unix() {
			if cloudbrain.Cloudbrain.Type == models.TypeCloudBrainOne {
				if _, ok := cloudOneJobTypeRes[cloudbrain.JobType]; !ok {
					cloudOneJobTypeRes[cloudbrain.JobType] = 1
				} else {
					cloudOneJobTypeRes[cloudbrain.JobType] += 1
				}
			}
			if cloudbrain.Cloudbrain.Type == models.TypeCloudBrainTwo {
				if _, ok := cloudTwoJobTypeRes[cloudbrain.JobType]; !ok {
					cloudTwoJobTypeRes[cloudbrain.JobType] = 1
				} else {
					cloudTwoJobTypeRes[cloudbrain.JobType] += 1
				}
			}

			if _, ok := cloudBrainPeriodNum[cloudbrain.Cloudbrain.Type]; !ok {
				cloudBrainPeriodNum[cloudbrain.Cloudbrain.Type] = 1
			} else {
				cloudBrainPeriodNum[cloudbrain.Cloudbrain.Type] += 1
			}

			if _, ok := cloudBrainComputeResource[cloudbrain.Cloudbrain.ComputeResource]; !ok {
				cloudBrainComputeResource[cloudbrain.Cloudbrain.ComputeResource] = 1
			} else {
				cloudBrainComputeResource[cloudbrain.Cloudbrain.ComputeResource] += 1
			}

		}
	}

	jobTypeList := []string{"DEBUG", "BENCHMARK", "INFERENCE", "TRAIN", "SNN4IMAGENET", "BRAINSCORE"}
	for _, v := range jobTypeList {
		if _, ok := cloudOneJobTypeRes[v]; !ok {
			cloudOneJobTypeRes[v] = 0
		}
		if _, ok := cloudTwoJobTypeRes[v]; !ok {
			cloudTwoJobTypeRes[v] = 0
		}
		if _, ok := intelligentNetJobTypeRes[v]; !ok {
			intelligentNetJobTypeRes[v] = 0
		}
	}
	cloudBrainTypeList := []int{0, 1, 2}
	for _, v := range cloudBrainTypeList {
		if _, ok := cloudBrainPeriodNum[v]; !ok {
			cloudBrainPeriodNum[v] = 0
		}
	}

	ComputeResourceList := []string{"CPU/GPU", "NPU"}
	for _, v := range ComputeResourceList {
		if _, ok := cloudBrainComputeResource[v]; !ok {
			cloudBrainComputeResource[v] = 0
		}
	}

	cloudOneJobTypeRes["EVALUATION"] = cloudOneJobTypeRes["BENCHMARK"] + cloudOneJobTypeRes["SNN4IMAGENET"] + cloudOneJobTypeRes["BRAINSCORE"]
	cloudTwoJobTypeRes["EVALUATION"] = cloudTwoJobTypeRes["BENCHMARK"] + cloudTwoJobTypeRes["SNN4IMAGENET"] + cloudTwoJobTypeRes["BRAINSCORE"]
	intelligentNetJobTypeRes["EVALUATION"] = intelligentNetJobTypeRes["BENCHMARK"] + intelligentNetJobTypeRes["SNN4IMAGENET"] + intelligentNetJobTypeRes["BRAINSCORE"]
	ctx.JSON(http.StatusOK, map[string]interface{}{
		"cloudOneJobTypeRes":        cloudOneJobTypeRes,
		"cloudTwoJobTypeRes":        cloudTwoJobTypeRes,
		"intelligentNetJobTypeRes":  intelligentNetJobTypeRes,
		"cloudBrainPeriodNum":       cloudBrainPeriodNum,
		"cloudBrainComputeResource": cloudBrainComputeResource,
	})
}

func GetCloudbrainsStatusAnalysis(ctx *context.Context) {
	cloudbrains, err := models.GetAllCloudBrain()
	if err != nil {
		log.Error("Getcloudbrains failed:%v", err)
		return
	}
	cloudBrainStatusResult := make(map[string]int)
	for _, cloudbrain := range cloudbrains {
		if _, ok := cloudBrainStatusResult[cloudbrain.Status]; !ok {
			cloudBrainStatusResult[cloudbrain.Status] = 1
		} else {
			cloudBrainStatusResult[cloudbrain.Status] += 1
		}
	}
	ctx.JSON(http.StatusOK, map[string]interface{}{
		"cloudBrainStatusResult": cloudBrainStatusResult,
	})
}

func GetCloudbrainsDetailData(ctx *context.Context) {

	listType := ctx.Query("listType")
	jobType := ctx.Query("jobType")
	jobStatus := ctx.Query("jobStatus")

	page := ctx.QueryInt("page")
	if page <= 0 {
		page = 1
	}
	debugType := models.TypeCloudBrainAll
	if listType == models.GPUResource {
		debugType = models.TypeCloudBrainOne
	} else if listType == models.NPUResource {
		debugType = models.TypeCloudBrainTwo
	}

	var jobTypes []string
	jobTypeNot := false
	if jobType == string(models.JobTypeDebug) {
		jobTypes = append(jobTypes, string(models.JobTypeSnn4imagenet), string(models.JobTypeBrainScore), string(models.JobTypeDebug))
	} else if jobType != "all" && jobType != "" {
		jobTypes = append(jobTypes, jobType)
	}

	var jobStatuses []string
	jobStatusNot := false
	if jobStatus == "other" {
		jobStatusNot = true
		jobStatuses = append(jobStatuses, string(models.ModelArtsTrainJobWaiting), string(models.ModelArtsTrainJobFailed), string(models.ModelArtsRunning), string(models.ModelArtsTrainJobCompleted),
			string(models.ModelArtsStarting), string(models.ModelArtsRestarting), string(models.ModelArtsStartFailed),
			string(models.ModelArtsStopping), string(models.ModelArtsStopped), string(models.JobSucceeded))
	} else if jobStatus != "all" && jobStatus != "" {
		jobStatuses = append(jobStatuses, jobStatus)
	}

	keyword := strings.Trim(ctx.Query("q"), " ")

	ciTasks, count, err := models.Cloudbrains(&models.CloudbrainsOptions{
		ListOptions: models.ListOptions{
			Page:     page,
			PageSize: setting.UI.IssuePagingNum,
		},
		Keyword:         keyword,
		Type:            debugType,
		JobTypeNot:      jobTypeNot,
		JobStatusNot:    jobStatusNot,
		JobStatus:       jobStatuses,
		JobTypes:        jobTypes,
		NeedRepoInfo:    true,
		IsLatestVersion: modelarts.IsLatestVersion,
	})
	if err != nil {
		ctx.ServerError("Get job failed:", err)
		return
	}
	// res := &models.AllTask{}
	tasks := []models.TaskDetail{}
	for i, task := range ciTasks {
		ciTasks[i].Cloudbrain.ComputeResource = task.ComputeResource

		var taskDetail models.TaskDetail
		taskDetail.ID = ciTasks[i].Cloudbrain.ID
		taskDetail.JobName = ciTasks[i].JobName
		taskDetail.DisplayJobName = ciTasks[i].DisplayJobName
		taskDetail.Status = ciTasks[i].Status
		taskDetail.JobType = ciTasks[i].JobType
		taskDetail.CreatedUnix = ciTasks[i].Cloudbrain.CreatedUnix
		taskDetail.RunTime = ciTasks[i].EndTime - ciTasks[i].StartTime
		taskDetail.StartTime = ciTasks[i].StartTime
		taskDetail.EndTime = ciTasks[i].EndTime
		taskDetail.ComputeResource = ciTasks[i].ComputeResource
		taskDetail.Type = ciTasks[i].Cloudbrain.Type
		taskDetail.UserName = ciTasks[i].User.Name
		taskDetail.RepoID = ciTasks[i].RepoID
		if ciTasks[i].Repo != nil {
			taskDetail.RepoName = ciTasks[i].Repo.OwnerName + "/" + ciTasks[i].Repo.Name
		}
		taskDetail.WaitTime = ciTasks[i].StartTime - ciTasks[i].Cloudbrain.CreatedUnix
		if taskDetail.WaitTime < 0 {
			taskDetail.WaitTime = 0
		}

		tasks = append(tasks, taskDetail)
	}

	pager := context.NewPagination(int(count), setting.UI.IssuePagingNum, page, getTotalPage(count, setting.UI.IssuePagingNum))
	pager.SetDefaultParams(ctx)
	pager.AddParam(ctx, "listType", "ListType")

	ctx.JSON(http.StatusOK, map[string]interface{}{
		"Title":   ctx.Tr("kanban.cloudBrains"),
		"Tasks":   tasks,
		"Keyword": keyword,
		"pager":   pager,
		"count":   count,
	})
}

func GetCloudbrainsCreateHoursData(ctx *context.Context) {
	createHourPeriodCount := make(map[string]interface{})
	recordBeginTime, err := getBrainRecordBeginTime()
	if err != nil {
		log.Error("Can not get brain record begin time", err)
		ctx.Error(http.StatusBadRequest, ctx.Tr("repo.brain_record_begintime_get_err"))
		return
	}
	now := time.Now()
	queryType := ctx.QueryTrim("type")
	beginTimeStr := ctx.QueryTrim("beginTime")
	endTimeStr := ctx.QueryTrim("endTime")
	var beginTime time.Time
	var endTime time.Time
	if queryType != "" {
		if queryType == "all" {
			beginTime = recordBeginTime
			endTime = now
		} else if queryType == "today" {
			beginTime = now.AddDate(0, 0, 0)
			endTime = time.Date(now.Year(), now.Month(), now.Day(), 0, 0, 0, 0, now.Location())
		} else if queryType == "yesterday" {
			beginTime = now.AddDate(0, 0, -1)
			endTime = time.Date(now.Year(), now.Month(), now.Day(), 0, 0, 0, 0, now.Location())
		} else if queryType == "current_week" {
			beginTime = now.AddDate(0, 0, -int(time.Now().Weekday())+1) //begin from monday
			endTime = now
		} else if queryType == "current_month" {
			endTime = now
			beginTime = time.Date(endTime.Year(), endTime.Month(), 1, 0, 0, 0, 0, now.Location())
		} else if queryType == "monthly" {
			endTime = now
			beginTime = now.AddDate(0, -1, 0)
			beginTime = time.Date(beginTime.Year(), beginTime.Month(), beginTime.Day(), 0, 0, 0, 0, now.Location())
		} else if queryType == "current_year" {
			endTime = now
			beginTime = time.Date(endTime.Year(), 1, 1, 0, 0, 0, 0, now.Location())
		} else if queryType == "last_month" {
			lastMonthTime := now.AddDate(0, -1, 0)
			beginTime = time.Date(lastMonthTime.Year(), lastMonthTime.Month(), 1, 0, 0, 0, 0, now.Location())
			endTime = time.Date(now.Year(), now.Month(), 2, 0, 0, 0, 0, now.Location())
		} else if queryType == "last_7day" {
			lastMonthTime := now.AddDate(0, 0, -7)
			beginTime = time.Date(lastMonthTime.Year(), lastMonthTime.Month(), 1, 0, 0, 0, 0, now.Location())
			endTime = time.Date(now.Year(), now.Month(), 2, 0, 0, 0, 0, now.Location())
		} else if queryType == "last_30day" {
			lastMonthTime := now.AddDate(0, 0, -30)
			beginTime = time.Date(lastMonthTime.Year(), lastMonthTime.Month(), 1, 0, 0, 0, 0, now.Location())
			endTime = time.Date(now.Year(), now.Month(), 2, 0, 0, 0, 0, now.Location())
		}
	} else {
		if beginTimeStr == "" || endTimeStr == "" {
			//如果查询类型和开始时间结束时间都未设置，按queryType=all处理
			beginTime = recordBeginTime
			endTime = now
		} else {
			beginTime, err = time.ParseInLocation("2006-01-02", beginTimeStr, time.Local)
			if err != nil {
				log.Error("Can not ParseInLocation.", err)
				ctx.Error(http.StatusBadRequest, ctx.Tr("ParseInLocation_get_error"))
				return
			}
			endTime, err = time.ParseInLocation("2006-01-02", endTimeStr, time.Local)
			if err != nil {
				log.Error("Can not ParseInLocation.", err)
				ctx.Error(http.StatusBadRequest, ctx.Tr("ParseInLocation_get_error"))
				return
			}
		}
	}
	dateBeginTime := beginTime.Format("2006-01-02")
	dateEndTime := endTime.Format("2006-01-02")
	createHourPeriodCount, err = models.GetCreateHourPeriodCount(dateBeginTime, dateEndTime)
	if err != nil {
		log.Error("Can not query hourPeriodCount.", err)
		ctx.Error(http.StatusBadRequest, ctx.Tr("hourPeriodCount_get_error"))
		return
	}

	runHourPeriodCount, err := models.GetRunHourPeriodCount(dateBeginTime, dateEndTime)
	if err != nil {
		log.Error("Can not query runHourPeriodCount.", err)
		ctx.Error(http.StatusBadRequest, ctx.Tr("runHourPeriodCount_get_error"))
		return
	}
	ctx.JSON(http.StatusOK, map[string]interface{}{
		"recordBeginTime":       recordBeginTime,
		"updateTime":            now,
		"createHourPeriodCount": createHourPeriodCount,
		"runHourPeriodCount":    runHourPeriodCount,
	})

}

func GetWaitTimeTop(ctx *context.Context) {

	cloudbrains, err := models.GetAllCloudBrain()
	if err != nil {
		log.Error("Getcloudbrains failed:%v", err)
		return
	}
	cloudBrainStatusResult := make(map[string]int)
	for _, cloudbrain := range cloudbrains {
		if _, ok := cloudBrainStatusResult[cloudbrain.Status]; !ok {
			cloudBrainStatusResult[cloudbrain.Status] = 1
		} else {
			cloudBrainStatusResult[cloudbrain.Status] += 1
		}
	}
	ctx.JSON(http.StatusOK, map[string]interface{}{
		"cloudBrainStatusResult": cloudBrainStatusResult,
	})

}

func getCloudbrainCount(beginTime time.Time, endTime time.Time) (map[string]int, map[string]int, map[string]int, map[int]int, map[string]int, error) {

	cloudbrains, err := models.GetAllCloudBrain()
	if err != nil {
		log.Error("Getcloudbrains failed:%v", err)
		return nil, nil, nil, nil, nil, err
	}
	cloudOneJobTypeRes := make(map[string]int)
	cloudTwoJobTypeRes := make(map[string]int)
	intelligentNetJobTypeRes := make(map[string]int)
	cloudBrainPeriodNum := make(map[int]int)
	cloudBrainComputeResource := make(map[string]int)
	for _, cloudbrain := range cloudbrains {
		if int64(cloudbrain.Cloudbrain.CreatedUnix) >= beginTime.Unix() && int64(cloudbrain.Cloudbrain.CreatedUnix) < endTime.Unix() {
			if cloudbrain.Cloudbrain.Type == models.TypeCloudBrainOne {
				if _, ok := cloudOneJobTypeRes[cloudbrain.Cloudbrain.JobType]; !ok {
					cloudOneJobTypeRes[cloudbrain.Cloudbrain.JobType] = 1
				} else {
					cloudOneJobTypeRes[cloudbrain.Cloudbrain.JobType] += 1
				}
			}
			if cloudbrain.Cloudbrain.Type == models.TypeCloudBrainTwo {
				if _, ok := cloudTwoJobTypeRes[cloudbrain.JobType]; !ok {
					cloudTwoJobTypeRes[cloudbrain.Cloudbrain.JobType] = 1
				} else {
					cloudTwoJobTypeRes[cloudbrain.Cloudbrain.JobType] += 1
				}
			}

			if _, ok := cloudBrainPeriodNum[cloudbrain.Cloudbrain.Type]; !ok {
				cloudBrainPeriodNum[cloudbrain.Cloudbrain.Type] = 1
			} else {
				cloudBrainPeriodNum[cloudbrain.Cloudbrain.Type] += 1
			}

			if _, ok := cloudBrainComputeResource[cloudbrain.Cloudbrain.ComputeResource]; !ok {
				cloudBrainComputeResource[cloudbrain.Cloudbrain.ComputeResource] = 1
			} else {
				cloudBrainComputeResource[cloudbrain.Cloudbrain.ComputeResource] += 1
			}

		}
	}

	ComputeResourceList := []string{"CPU/GPU", "NPU"}
	for _, v := range ComputeResourceList {
		if _, ok := cloudBrainComputeResource[v]; !ok {
			cloudBrainComputeResource[v] = 0
		}
	}

	jobTypeList := []string{"DEBUG", "BENCHMARK", "INFERENCE", "TRAIN", "SNN4IMAGENET", "BRAINSCORE"}
	cloudBrainTypeList := []int{0, 1, 2}
	for _, v := range jobTypeList {
		if _, ok := cloudOneJobTypeRes[v]; !ok {
			cloudOneJobTypeRes[v] = 0
		}
		if _, ok := cloudTwoJobTypeRes[v]; !ok {
			cloudTwoJobTypeRes[v] = 0
		}
		if _, ok := intelligentNetJobTypeRes[v]; !ok {
			intelligentNetJobTypeRes[v] = 0
		}
	}
	for _, v := range cloudBrainTypeList {
		if _, ok := cloudBrainPeriodNum[v]; !ok {
			cloudBrainPeriodNum[v] = 0
		}
	}
	cloudBrainPeriodNum[-1] = cloudBrainPeriodNum[0] + cloudBrainPeriodNum[1] + cloudBrainPeriodNum[2]
	return cloudOneJobTypeRes, cloudTwoJobTypeRes, intelligentNetJobTypeRes, cloudBrainPeriodNum, cloudBrainComputeResource, err
}

func getHourCloudbrainNum(beginTime time.Time, endTimeTemp time.Time, endTime time.Time) ([]DateCloudbrainNum, error) {
	dayCloudbrainNum := make([]DateCloudbrainNum, 0)
	for endTimeTemp.Before(endTime) || endTimeTemp.Equal(endTime) {
		cloudOneJobTypeRes, cloudTwoJobTypeRes, intelligentNetJobTypeRes, cloudBrainPeriodNum, cloudBrainComputeResource, err := getCloudbrainCount(beginTime, endTimeTemp)
		if err != nil {
			log.Error("Can not query getCloudbrainCount.", err)
			return nil, err
		}
		dayCloudbrainNum = append(dayCloudbrainNum, DateCloudbrainNum{
			Date:                      beginTime.Format(time.RFC3339),
			CloudOneJobTypeRes:        cloudOneJobTypeRes,
			CloudTwoJobTypeRes:        cloudTwoJobTypeRes,
			IntelligentNetJobTypeRes:  intelligentNetJobTypeRes,
			CloudBrainPeriodNum:       cloudBrainPeriodNum,
			CloudBrainComputeResource: cloudBrainComputeResource,
		})
		beginTime = endTimeTemp
		endTimeTemp = beginTime.Add(time.Hour)
	}
	return dayCloudbrainNum, nil
}
func getDayCloudbrainNum(beginTime time.Time, endTimeTemp time.Time, endTime time.Time) ([]DateCloudbrainNum, error) {
	dayCloudbrainNum := make([]DateCloudbrainNum, 0)
	for endTimeTemp.Before(endTime) {
		cloudOneJobTypeRes, cloudTwoJobTypeRes, intelligentNetJobTypeRes, cloudBrainPeriodNum, cloudBrainComputeResource, err := getCloudbrainCount(beginTime, endTimeTemp)
		if err != nil {
			log.Error("Can not query getCloudbrainCount.", err)
			return nil, err
		}
		dayCloudbrainNum = append(dayCloudbrainNum, DateCloudbrainNum{
			Date:                      beginTime.Format("2006/01/02"),
			CloudOneJobTypeRes:        cloudOneJobTypeRes,
			CloudTwoJobTypeRes:        cloudTwoJobTypeRes,
			IntelligentNetJobTypeRes:  intelligentNetJobTypeRes,
			CloudBrainPeriodNum:       cloudBrainPeriodNum,
			CloudBrainComputeResource: cloudBrainComputeResource,
		})
		beginTime = endTimeTemp
		endTimeTemp = beginTime.AddDate(0, 0, 1)
	}
	return dayCloudbrainNum, nil
}
func getYearCloudbrainNum(beginTime time.Time, endTimeTemp time.Time, endTime time.Time) ([]DateCloudbrainNum, error) {
	yearCloudbrainNum := make([]DateCloudbrainNum, 0)
	for endTimeTemp.Before(endTime) {
		cloudOneJobTypeRes, cloudTwoJobTypeRes, intelligentNetJobTypeRes, cloudBrainPeriodNum, cloudBrainComputeResource, err := getCloudbrainCount(beginTime, endTimeTemp)
		if err != nil {
			log.Error("Can not query getCloudbrainCount.", err)
			return nil, err
		}
		yearCloudbrainNum = append(yearCloudbrainNum, DateCloudbrainNum{
			Date:                      beginTime.Format("2006/01"),
			CloudOneJobTypeRes:        cloudOneJobTypeRes,
			CloudTwoJobTypeRes:        cloudTwoJobTypeRes,
			IntelligentNetJobTypeRes:  intelligentNetJobTypeRes,
			CloudBrainPeriodNum:       cloudBrainPeriodNum,
			CloudBrainComputeResource: cloudBrainComputeResource,
		})
		beginTime = endTimeTemp
		endTimeTemp = beginTime.AddDate(0, 1, 0)
	}
	return yearCloudbrainNum, nil
}

func getDayCloudbrainInfo(beginTime time.Time, endTimeTemp time.Time, endTime time.Time) ([]DateCloudbrainNum, error) {
	dayCloudbrainNum := make([]DateCloudbrainNum, 0)
	for beginTime.Before(endTimeTemp) {
		cloudOneJobTypeRes, cloudTwoJobTypeRes, intelligentNetJobTypeRes, cloudBrainPeriodNum, cloudBrainComputeResource, err := getCloudbrainCount(endTimeTemp, endTime)
		if err != nil {
			log.Error("Can not query getCloudbrainCount.", err)
			return nil, err
		}
		dayCloudbrainNum = append(dayCloudbrainNum, DateCloudbrainNum{
			Date:                      endTime.Format("2006/01/02"),
			CloudOneJobTypeRes:        cloudOneJobTypeRes,
			CloudTwoJobTypeRes:        cloudTwoJobTypeRes,
			IntelligentNetJobTypeRes:  intelligentNetJobTypeRes,
			CloudBrainPeriodNum:       cloudBrainPeriodNum,
			CloudBrainComputeResource: cloudBrainComputeResource,
		})
		if beginTime.Before(endTimeTemp) {
			endTime = endTimeTemp
			endTimeTemp = endTimeTemp.AddDate(0, 0, -1)
		}
	}
	return dayCloudbrainNum, nil
}
func getBrainRecordBeginTime() (time.Time, error) {
	return time.ParseInLocation(DATE_FORMAT, setting.BrainRecordBeginTime, time.Local)
}

func DownloadCloudBrainBoard(ctx *context.Context) {

	page := 1

	pageSize := 300

	var cloudBrain = ctx.Tr("repo.cloudbrain")
	fileName := getCloudbrainFileName(cloudBrain)

	_, total, err := models.CloudbrainAll(&models.CloudbrainsOptions{
		ListOptions: models.ListOptions{
			Page:     page,
			PageSize: pageSize,
		},
		Type:         models.TypeCloudBrainAll,
		NeedRepoInfo: false,
	})

	if err != nil {
		log.Warn("Can not get cloud brain info", err)
		ctx.Error(http.StatusBadRequest, ctx.Tr("repo.cloudbrain_query_fail"))
		return
	}
	totalPage := getTotalPage(total, pageSize)
	f := excelize.NewFile()

	index := f.NewSheet(cloudBrain)
	f.DeleteSheet("Sheet1")

	for k, v := range allCloudbrainHeader(ctx) {
		f.SetCellValue(cloudBrain, k, v)
	}

	var row = 2
	for i := 0; i < totalPage; i++ {

		pageRecords, _, err := models.CloudbrainAll(&models.CloudbrainsOptions{
			ListOptions: models.ListOptions{
				Page:     page,
				PageSize: pageSize,
			},
			Type:         models.TypeCloudBrainAll,
			NeedRepoInfo: true,
		})
		if err != nil {
			log.Warn("Can not get cloud brain info", err)
			continue
		}
		for _, record := range pageRecords {

			for k, v := range allCloudbrainValues(row, record, ctx) {
				f.SetCellValue(cloudBrain, k, v)
			}
			row++

		}

		page++
	}
	f.SetActiveSheet(index)

	ctx.Resp.Header().Set("Content-Disposition", "attachment; filename="+url.QueryEscape(fileName))
	ctx.Resp.Header().Set("Content-Type", "application/octet-stream")

	f.WriteTo(ctx.Resp)
}

func getCloudbrainFileName(baseName string) string {
	return baseName + "_" + time.Now().Format(EXCEL_DATE_FORMAT) + ".xlsx"

}
func allCloudbrainHeader(ctx *context.Context) map[string]string {

	return map[string]string{"A1": ctx.Tr("repo.cloudbrain_task"), "B1": ctx.Tr("repo.cloudbrain_task_type"), "C1": ctx.Tr("repo.modelarts.status"),
		"D1": ctx.Tr("repo.modelarts.createtime"), "E1": ctx.Tr("repo.modelarts.train_job.wait_time"), "F1": ctx.Tr("repo.modelarts.train_job.dura_time"),
		"G1": ctx.Tr("repo.modelarts.train_job.start_time"),
		"H1": ctx.Tr("repo.modelarts.train_job.end_time"), "I1": ctx.Tr("repo.modelarts.computing_resources"),
		"J1": ctx.Tr("repo.cloudbrain_creator"), "K1": ctx.Tr("repo.repo_name"), "L1": ctx.Tr("repo.cloudbrain_task_name")}

}
func allCloudbrainValues(row int, rs *models.CloudbrainInfo, ctx *context.Context) map[string]string {
	return map[string]string{getCellName("A", row): rs.DisplayJobName, getCellName("B", row): rs.JobType, getCellName("C", row): rs.Status,
		getCellName("D", row): time.Unix(int64(rs.Cloudbrain.CreatedUnix), 0).Format(CREATE_TIME_FORMAT), getCellName("E", row): getBrainWaitTime(rs),
		getCellName("F", row): rs.TrainJobDuration, getCellName("G", row): getBrainStartTime(rs),
		getCellName("H", row): getBrainEndTime(rs),
		getCellName("I", row): rs.ComputeResource, getCellName("J", row): rs.Name, getCellName("K", row): getBrainRepo(rs),
		getCellName("L", row): rs.JobName,
	}
}
func getBrainRepo(rs *models.CloudbrainInfo) string {
	if rs.Repo != nil {
		return rs.Repo.OwnerName + "/" + rs.Repo.Alias
	}
	return ""
}
func getBrainStartTime(rs *models.CloudbrainInfo) string {
	timeString := time.Unix(int64(rs.Cloudbrain.StartTime), 0).Format(CREATE_TIME_FORMAT)
	if timeString != "1970/01/01 08:00:00" {
		return timeString
	} else {
		return "0"
	}

}
func getBrainEndTime(rs *models.CloudbrainInfo) string {
	timeString := time.Unix(int64(rs.Cloudbrain.EndTime), 0).Format(CREATE_TIME_FORMAT)
	if timeString != "1970/01/01 08:00:00" {
		return timeString
	} else {
		return "0"
	}

}
func getBrainWaitTime(rs *models.CloudbrainInfo) string {
	waitTime := rs.Cloudbrain.StartTime - rs.Cloudbrain.CreatedUnix
	if waitTime <= 0 {
		return "0"
	} else {
		return models.ConvertDurationToStr(int64(waitTime))
	}
}