pcm-coordinator/internal/logic/inference/createdeploytasklogic.go

166 lines
3.7 KiB
Go

package inference
import (
"context"
"errors"
"fmt"
"gitlink.org.cn/JointCloud/pcm-coordinator/internal/scheduler/schedulers/option"
"strconv"
"sync"
"gitlink.org.cn/JointCloud/pcm-coordinator/internal/svc"
"gitlink.org.cn/JointCloud/pcm-coordinator/internal/types"
"github.com/zeromicro/go-zero/core/logx"
)
type CreateDeployTaskLogic struct {
logx.Logger
ctx context.Context
svcCtx *svc.ServiceContext
}
func NewCreateDeployTaskLogic(ctx context.Context, svcCtx *svc.ServiceContext) *CreateDeployTaskLogic {
return &CreateDeployTaskLogic{
Logger: logx.WithContext(ctx),
ctx: ctx,
svcCtx: svcCtx,
}
}
func (l *CreateDeployTaskLogic) CreateDeployTask(req *types.CreateDeployTaskReq) (resp *types.CreateDeployTaskResp, err error) {
resp = &types.CreateDeployTaskResp{}
if len(req.AdapterClusterMap) == 0 {
return nil, errors.New("adapters are empty")
}
opt := &option.InferOption{
TaskName: req.TaskName,
ModelType: req.ModelType,
ModelName: req.ModelName,
Cmd: "",
}
duplicated, err := l.svcCtx.Scheduler.AiStorages.IsDeployTaskNameDuplicated(req.TaskName)
if err != nil {
return nil, err
}
if duplicated {
return nil, errors.New("TaskName already exists")
}
taskId, err := l.svcCtx.Scheduler.AiStorages.SaveInferDeployTask(req.TaskName, req.ModelName, req.ModelType, req.TaskDesc)
if err != nil {
return nil, err
}
var clusterlen int
for _, c := range req.AdapterClusterMap {
clusterlen += len(c)
}
var errCh = make(chan interface{}, clusterlen)
var errs []interface{}
buf := make(chan bool, 2)
var wg sync.WaitGroup
for aid, v := range req.AdapterClusterMap {
for _, c := range v {
wg.Add(1)
cid := c
buf <- true
go func() {
err = l.createDeployInstance(taskId, aid, cid, opt)
if err != nil {
e := struct {
err error
clusterId string
}{
err: err,
clusterId: cid,
}
errCh <- e
wg.Done()
<-buf
return
}
wg.Done()
<-buf
}()
}
}
wg.Wait()
close(errCh)
for e := range errCh {
errs = append(errs, e)
}
if len(errs) != 0 {
var msg string
for _, err := range errs {
e := (err).(struct {
err error
clusterId string
})
clusterName, err := l.svcCtx.Scheduler.AiStorages.GetClusterNameById(e.clusterId)
if err != nil {
clusterName = e.clusterId
}
msg += fmt.Sprintf("CreateInstance Failed # clusterName: %v, error: %v \n", clusterName, e.err.Error())
}
return nil, errors.New(msg)
}
return
}
func (l *CreateDeployTaskLogic) createDeployInstance(taskId int64, adapterId string, clusterId string, opt *option.InferOption) error {
cmap, found := l.svcCtx.Scheduler.AiService.InferenceAdapterMap[adapterId]
if !found {
return errors.New("adapterId not exist: " + adapterId)
}
iCluster, found := cmap[clusterId]
if !found {
return errors.New("clusterId not exist: " + clusterId)
}
insId, err := iCluster.CreateInferDeployInstance(l.ctx, opt)
if err != nil {
return err
}
aid, err := strconv.ParseInt(adapterId, 10, 64)
if err != nil {
return err
}
cid, err := strconv.ParseInt(clusterId, 10, 64)
if err != nil {
return err
}
adapterName, err := l.svcCtx.Scheduler.AiStorages.GetAdapterNameById(adapterId)
if err != nil {
return err
}
clusterName, err := l.svcCtx.Scheduler.AiStorages.GetClusterNameById(clusterId)
if err != nil {
return err
}
ins, err := iCluster.GetInferDeployInstance(l.ctx, insId)
if err != nil {
return err
}
_, err = l.svcCtx.Scheduler.AiStorages.SaveInferDeployInstance(taskId, ins.InstanceId, ins.InstanceName, aid, adapterName, cid, clusterName, ins.ModelName, ins.ModelType, ins.InferCard, ins.ClusterType)
if err != nil {
return err
}
return nil
}