pcm-coordinator/internal/scheduler/service/utils/task/tasksync/train.go

package tasksync

import (
	"errors"
	"fmt"
	"github.com/zeromicro/go-zero/core/logx"
	"gitlink.org.cn/JointCloud/pcm-coordinator/internal/config"
	"gitlink.org.cn/JointCloud/pcm-coordinator/internal/scheduler/database"
	"gitlink.org.cn/JointCloud/pcm-coordinator/internal/scheduler/service/collector"
	"gitlink.org.cn/JointCloud/pcm-coordinator/internal/scheduler/service/utils/jcs"
	"gitlink.org.cn/JointCloud/pcm-coordinator/internal/types"
	"gitlink.org.cn/JointCloud/pcm-coordinator/pkg/constants"
	"gitlink.org.cn/JointCloud/pcm-coordinator/pkg/models"
	"google.golang.org/grpc/codes"
	"google.golang.org/grpc/status"
	"net/http"
	"strconv"
	"sync"
)

type SyncTrain struct {
	mu                    sync.Mutex
	aiStorages            *database.AiStorage
	aiCollectorAdapterMap map[string]map[string]collector.AiCollector
	config                *config.Config
}

func NewTrainTask(storage *database.AiStorage, aiCollectorAdapterMap map[string]map[string]collector.AiCollector, config *config.Config) *SyncTrain {
	return &SyncTrain{
		aiStorages:            storage,
		aiCollectorAdapterMap: aiCollectorAdapterMap,
		config:                config,
	}
}

func (s *SyncTrain) UpdateAiTaskStatus(tasklist []*types.TaskModel) {
	s.mu.Lock()
	defer s.mu.Unlock()
	list := make([]*types.TaskModel, len(tasklist))
	copy(list, tasklist)
	for i := len(list) - 1; i >= 0; i-- {
		if list[i].AdapterTypeDict != "1" || list[i].Status == constants.Succeeded || list[i].Status == constants.Failed {
			list = append(list[:i], list[i+1:]...)
		}
	}

	if len(list) == 0 {
		return
	}

	for _, task := range list {
		aiTaskList, err := s.aiStorages.GetAiTaskListById(task.Id)
		if err != nil {
			logx.Errorf("UpdateAiTaskStatus Get AiTask Error %s", err.Error())
		}

		if len(aiTaskList) == 0 {
			continue
		}

		go s.updateAiTask(aiTaskList)
	}
}

func (s *SyncTrain) UpdateTaskStatus(tasklist []*types.TaskModel) {
	s.mu.Lock()
	defer s.mu.Unlock()
	list := make([]*types.TaskModel, len(tasklist))
	copy(list, tasklist)
	for i := len(list) - 1; i >= 0; i-- {
		if list[i].AdapterTypeDict != "1" || list[i].Status == constants.Succeeded || list[i].Status == constants.Failed || list[i].Status == constants.Cancelled {
			list = append(list[:i], list[i+1:]...)
		}
	}

	if len(list) == 0 {
		return
	}

	for _, task := range list {
		aiTask, err := s.aiStorages.GetAiTaskListById(task.Id)
		if err != nil {
			logx.Errorf("UpdateTaskStatus Get AiTask Error %s", err.Error())
		}

		if len(aiTask) == 0 {
			continue
		}

		logx.Errorf("############ Report Status Message Before switch %s", task.Status)
		if len(aiTask) == 1 {
			logx.Errorf("############ Report Status Message Switch %s", aiTask[0].Status)
			switch aiTask[0].Status {

			case constants.Completed:
				task.Status = constants.Succeeded
				logx.Errorf("############ Report Status Message Before Sending %s", task.Status)

				err = s.reportStatusMessages(task, aiTask[0], true)
				if err != nil {
					logx.Errorf("reportStatusMessages Error %s", err.Error())
				}
			case constants.Failed:
				task.Status = constants.Failed
				logx.Errorf("############ Report Status Message Before Sending %s", task.Status)

				err = s.reportStatusMessages(task, aiTask[0], false)
				if err != nil {
					logx.Errorf("reportStatusMessages Error %s", err.Error())
				}

			default:
				task.Status = aiTask[0].Status
			}

			task.StartTime = aiTask[0].StartTime
			task.EndTime = aiTask[0].EndTime
			err := s.aiStorages.UpdateTask(task)
			if err != nil {
				logx.Errorf("UpdateTaskStatus Update Task Error %s", err.Error())
			}
		}

	}
}

func (s *SyncTrain) updateAiTask(aiTaskList []*models.TaskAi) {
	var wg sync.WaitGroup
	for _, aitask := range aiTaskList {
		t := aitask
		if t.Status == constants.Completed || t.Status == constants.Failed || t.JobId == "" || t.Status == constants.Cancelled {
			continue
		}
		wg.Add(1)
		go func() {
			h := http.Request{}
			trainingTask, err := s.aiCollectorAdapterMap[strconv.FormatInt(t.AdapterId, 10)][strconv.FormatInt(t.ClusterId, 10)].GetTrainingTask(h.Context(), t.JobId)
			if err != nil {
				if status.Code(err) == codes.DeadlineExceeded {
					msg := fmt.Sprintf("###UpdateAiTaskStatus###, AiTaskId: %v, clusterId: %v , JobId: %v,  error: %v \n", t.Id, t.ClusterId, t.JobId, err.Error())
					logx.Errorf(errors.New(msg).Error())
					wg.Done()
					return
				}

				msg := fmt.Sprintf("###UpdateAiTaskStatus###, AiTaskId: %v, clusterId: %v , JobId: %v,  error: %v \n", t.Id, t.ClusterId, t.JobId, err.Error())
				logx.Errorf(errors.New(msg).Error())
				wg.Done()
				return
			}
			if trainingTask == nil {
				wg.Done()
				return
			}
			switch trainingTask.Status {
			case constants.Running:
				if t.Status != trainingTask.Status {
					s.aiStorages.AddNoticeInfo(strconv.FormatInt(t.AdapterId, 10), t.AdapterName, strconv.FormatInt(t.ClusterId, 10), t.ClusterName, t.Name, "running", "任务运行中")
					t.Status = trainingTask.Status
				}
			case constants.Failed:
				if t.Status != trainingTask.Status {
					s.aiStorages.AddNoticeInfo(strconv.FormatInt(t.AdapterId, 10), t.AdapterName, strconv.FormatInt(t.ClusterId, 10), t.ClusterName, t.Name, "failed", "任务失败")
					t.Status = trainingTask.Status
				}
			case constants.Completed:
				if t.Status != trainingTask.Status {
					s.aiStorages.AddNoticeInfo(strconv.FormatInt(t.AdapterId, 10), t.AdapterName, strconv.FormatInt(t.ClusterId, 10), t.ClusterName, t.Name, "completed", "任务完成")
					t.Status = trainingTask.Status
				}
			default:
				if t.Status != trainingTask.Status {
					s.aiStorages.AddNoticeInfo(strconv.FormatInt(t.AdapterId, 10), t.AdapterName, strconv.FormatInt(t.ClusterId, 10), t.ClusterName, t.Name, "pending", "任务pending")
					t.Status = trainingTask.Status
				}
			}
			t.StartTime = trainingTask.Start
			t.EndTime = trainingTask.End
			err = s.aiStorages.UpdateAiTask(t)
			if err != nil {
				msg := fmt.Sprintf("###UpdateAiTaskStatus###, AiTaskId: %v, clusterId: %v , JobId: %v,  error: %v \n", t.Id, t.ClusterId, t.JobId, err.Error())
				logx.Errorf(errors.New(msg).Error())
				wg.Done()
				return
			}
			wg.Done()
		}()
	}
	wg.Wait()
}

func (s *SyncTrain) reportStatusMessages(task *types.TaskModel, aiTask *models.TaskAi, status bool) error {
	report := &jcs.JobStatusReportReq{}
	reportMsg := &jcs.TrainReportMessage{
		Type:     "Train",
		TaskName: task.Name,
		TaskID:   strconv.FormatInt(task.Id, 10),
	}

	var output string
	switch aiTask.ClusterName {
	case "openI":
		output = aiTask.JobId
	case "鹏城云脑II-modelarts":
		output = aiTask.Output
	}

	reportMsg.Status = status
	reportMsg.Message = ""
	reportMsg.ClusterID = strconv.FormatInt(aiTask.ClusterId, 10)
	reportMsg.Output = output

	report.Report = reportMsg

	err := jcs.StatusReport(s.config.JcsMiddleware.JobStatusReportUrl, report)
	if err != nil {
		return err
	}

	err = jcs.TempSaveReportToTask(s.aiStorages, task, report)
	if err != nil {
		return err
	}
	return nil
}