updated shuguang imageinfer func

go.mod

@@ -18,13 +18,12 @@ require (
 	github.com/prometheus/common v0.59.1
 	github.com/robfig/cron/v3 v3.0.1
 	github.com/zeromicro/go-zero v1.7.2
-	gitlink.org.cn/JointCloud/pcm-ac v0.0.0-20240918015229-59c579d1a437
+	gitlink.org.cn/JointCloud/pcm-ac v0.0.0-20240920093406-601f283f0185
 	gitlink.org.cn/JointCloud/pcm-modelarts v0.0.0-20240918011543-482dcd609877
 	gitlink.org.cn/JointCloud/pcm-octopus v0.0.0-20240817071412-44397870b110
 	gitlink.org.cn/JointCloud/pcm-openstack v0.0.0-20240403033338-e7edabad4203
 	gitlink.org.cn/JointCloud/pcm-slurm v0.0.0-20240301080743-8b94bbaf57f5
 	gitlink.org.cn/jcce-pcm/pcm-participant-ceph v0.0.0-20230904090036-24fc730ec87d
-	gitlink.org.cn/jcce-pcm/utils v0.0.1
 	go.opentelemetry.io/otel/trace v1.29.0
 	gonum.org/v1/gonum v0.11.0
 	google.golang.org/grpc v1.66.0

go.sum

@@ -466,8 +466,8 @@ github.com/yuin/gopher-lua v1.1.1 h1:kYKnWBjvbNP4XLT3+bPEwAXJx262OhaHDWDVOPjL46M
 github.com/yuin/gopher-lua v1.1.1/go.mod h1:GBR0iDaNXjAgGg9zfCvksxSRnQx76gclCIb7kdAd1Pw=
 github.com/zeromicro/go-zero v1.7.2 h1:a8lyVOG3KXG4LrAy6ZmtJTJtisX4Ostc4Pst4fE704I=
 github.com/zeromicro/go-zero v1.7.2/go.mod h1:WFXfF92Exw0O7WECifS6r99JSzv4KEN49x9RhAfgkMc=
-gitlink.org.cn/JointCloud/pcm-ac v0.0.0-20240918015229-59c579d1a437 h1:ta6h9+FU7AQ2fNyQiXrZnMdlNBjOKdyBx4e3RF7BE84=
+gitlink.org.cn/JointCloud/pcm-ac v0.0.0-20240920093406-601f283f0185 h1:B+YBB5xHlIAS6ILuaCGQwbOpr/L6LOHAlj9PeFUCetM=
-gitlink.org.cn/JointCloud/pcm-ac v0.0.0-20240918015229-59c579d1a437/go.mod h1:3eECiw9O2bIFkkePlloKyLNXiqBAhOxNrDoGaaGseGY=
+gitlink.org.cn/JointCloud/pcm-ac v0.0.0-20240920093406-601f283f0185/go.mod h1:3eECiw9O2bIFkkePlloKyLNXiqBAhOxNrDoGaaGseGY=
 gitlink.org.cn/JointCloud/pcm-modelarts v0.0.0-20240918011543-482dcd609877 h1:a+1FpxqLPRojlAkJlAeRhKRbxajymXYgrM+s9bfQx0E=
 gitlink.org.cn/JointCloud/pcm-modelarts v0.0.0-20240918011543-482dcd609877/go.mod h1:/eOmBFZKWGoabG3sRVkVvIbLwsd2631k4jkUBR6x1AA=
 gitlink.org.cn/JointCloud/pcm-octopus v0.0.0-20240817071412-44397870b110 h1:GaXwr5sgDh0raHjUf9IewTvnRvajYea7zbLsaerYyXo=
@@ -478,8 +478,6 @@ gitlink.org.cn/JointCloud/pcm-slurm v0.0.0-20240301080743-8b94bbaf57f5 h1:+/5vnz
 gitlink.org.cn/JointCloud/pcm-slurm v0.0.0-20240301080743-8b94bbaf57f5/go.mod h1:97AlUXN13g9UN3+9/DzCHpeoU5sbdyv0IQuTEHNexzQ=
 gitlink.org.cn/jcce-pcm/pcm-participant-ceph v0.0.0-20230904090036-24fc730ec87d h1:DHjl/rLuH2gKYtY0MKMGNQDHFT12APg25RlMUQo+tHk=
 gitlink.org.cn/jcce-pcm/pcm-participant-ceph v0.0.0-20230904090036-24fc730ec87d/go.mod h1:r/KLzUpupCV5jdxSfgDhc2pVjP0fBi3VhAWRttsBn30=
-gitlink.org.cn/jcce-pcm/utils v0.0.1 h1:3PH93Z/JFTH5JRO9MFf3dD1Gnd12aGiIIViWBlQGuhE=
-gitlink.org.cn/jcce-pcm/utils v0.0.1/go.mod h1:5cwaaqM0+HK5GXVbYozGlWvgwoUby0KytdvhbwQW1ks=
 go.etcd.io/etcd/api/v3 v3.5.15 h1:3KpLJir1ZEBrYuV2v+Twaa/e2MdDCEZ/70H+lzEiwsk=
 go.etcd.io/etcd/api/v3 v3.5.15/go.mod h1:N9EhGzXq58WuMllgH9ZvnEr7SI9pS0k0+DHZezGp7jM=
 go.etcd.io/etcd/client/pkg/v3 v3.5.15 h1:fo0HpWz/KlHGMCC+YejpiCmyWDEuIpnTDzpJLB5fWlA=

internal/scheduler/service/inference/imageInference/imageInference.go

@@ -463,7 +463,7 @@ func getInferResult(url string, file multipart.File, fileName string, clusterId
 	switch clusterType {
 	case storeLink.TYPE_OCTOPUS:
 		r := http.Request{}
-		result, err := iCluster.GetInferResult(r.Context(), url, file, fileName)
+		result, err := iCluster.GetImageInferResult(r.Context(), url, file, fileName)
 		if err != nil {
 			return "", err
 		}

internal/scheduler/service/inference/inference.go

@@ -12,13 +12,17 @@ const (
 
 type ICluster interface {
 	GetClusterInferUrl(ctx context.Context, option *option.InferOption) (*ClusterInferUrl, error)
-	GetInferResult(ctx context.Context, url string, file multipart.File, fileName string) (string, error)
 	GetInferDeployInstanceList(ctx context.Context) ([]*DeployInstance, error)
 	StartInferDeployInstance(ctx context.Context, id string) bool
 	StopInferDeployInstance(ctx context.Context, id string) bool
 	GetInferDeployInstance(ctx context.Context, id string) (*DeployInstance, error)
 	CreateInferDeployInstance(ctx context.Context, option *option.InferOption) (string, error)
 	CheckModelExistence(ctx context.Context, modelName string, modelType string) bool
+	InferResult
+}
+
+type InferResult interface {
+	GetImageInferResult(ctx context.Context, url string, file multipart.File, fileName string) (string, error)
 }
 
 type IInference interface {

internal/storeLink/modelarts.go

@@ -767,7 +767,7 @@ func (m *ModelArtsLink) GetInferDeployInstance(ctx context.Context, id string) (
 	return ins, nil
 }
 
-func (m *ModelArtsLink) GetInferResult(ctx context.Context, url string, file multipart.File, fileName string) (string, error) {
+func (m *ModelArtsLink) GetImageInferResult(ctx context.Context, url string, file multipart.File, fileName string) (string, error) {
 	return "", nil
 }
 

internal/storeLink/octopus.go

@@ -1183,7 +1183,7 @@ func (o *OctopusLink) GetInferDeployInstance(ctx context.Context, id string) (*i
 	return ins, nil
 }
 
-func (o *OctopusLink) GetInferResult(ctx context.Context, url string, file multipart.File, fileName string) (string, error) {
+func (o *OctopusLink) GetImageInferResult(ctx context.Context, url string, file multipart.File, fileName string) (string, error) {
 	stream, err := o.octopusRpc.GetInferResult(ctx)
 	if err != nil {
 		return "", err

internal/storeLink/shuguangai.go

@@ -47,49 +47,60 @@ const (
 	PythonCodePath        = "/work/home/acgnnmfbwo/111111/py/test.py"
 	DATASETS_DIR          = "/work/home/acgnnmfbwo/pcmv1/dataset"
 	ALGORITHM_DIR         = "/work/home/acgnnmfbwo/pcmv1/algorithm"
+	KUNSHAN_DIR           = "/public/home/acgnnmfbwo/pcmv1"
 	TRAIN_FILE            = "train.py"
 	CPUCOREPRICEPERHOUR   = 0.09
 	DCUPRICEPERHOUR       = 2.0
 	KB                    = 1024
 	TIMEOUT               = 20
 	DEPLOY_INSTANCE_LIMIT = 100
+	ProtocolType          = "HTTP"
+	ContainerPort         = 8881
+	JUPYTER               = "jupyter"
 )
 
-var RESOURCESGAIMAP = map[string]ResourceSpecSGAI{
+var (
-	"WodTB2rJ8SobMgQ1nrtR245jxOrsovFi": {
+	RESOURCESGAIMAP = map[string]ResourceSpecSGAI{
-		CPU: 1,
+		"WodTB2rJ8SobMgQ1nrtR245jxOrsovFi": {
-		GPU: 1,
+			CPU: 1,
-		RAM: 2 * RAM_SIZE_1G,
+			GPU: 1,
-	},
+			RAM: 2 * RAM_SIZE_1G,
-	"6d41v1XV53MQPmQOJ5kNatIck9yl8nWZ": {
+		},
-		CPU: 1,
+		"6d41v1XV53MQPmQOJ5kNatIck9yl8nWZ": {
-		GPU: 2,
+			CPU: 1,
-		RAM: 2 * RAM_SIZE_1G,
+			GPU: 2,
-	},
+			RAM: 2 * RAM_SIZE_1G,
-	"OBtVaaXAv9n9FbLR7pWAoa3yR13jXwNc": {
+		},
-		CPU: 2,
+		"OBtVaaXAv9n9FbLR7pWAoa3yR13jXwNc": {
-		GPU: 3,
+			CPU: 2,
-		RAM: 4 * RAM_SIZE_1G,
+			GPU: 3,
-	},
+			RAM: 4 * RAM_SIZE_1G,
-	"sBWfpkntUzsWYly11kdwEHZOYYIsFmve": {
+		},
-		CPU: 4,
+		"sBWfpkntUzsWYly11kdwEHZOYYIsFmve": {
-		GPU: 4,
+			CPU: 4,
-		RAM: 8 * RAM_SIZE_1G,
+			GPU: 4,
-	},
+			RAM: 8 * RAM_SIZE_1G,
-	"jeYBVPwyIALjVYNzHvysh2o5CsBpBLp2": {
+		},
-		CPU: 5,
+		"jeYBVPwyIALjVYNzHvysh2o5CsBpBLp2": {
-		GPU: 5,
+			CPU: 5,
-		RAM: 10 * RAM_SIZE_1G,
+			GPU: 5,
-	},
+			RAM: 10 * RAM_SIZE_1G,
-}
+		},
+	}
 
-var RESOURCESPECSAI = map[string]string{
+	RESOURCESPECSAI = map[string]string{
-	"WodTB2rJ8SobMgQ1nrtR245jxOrsovFi": "CPU:1, DCU:1, RAM:2G",
+		"WodTB2rJ8SobMgQ1nrtR245jxOrsovFi": "CPU:1, DCU:1, RAM:2G",
-	"6d41v1XV53MQPmQOJ5kNatIck9yl8nWZ": "CPU:1, DCU:2, RAM:2G",
+		"6d41v1XV53MQPmQOJ5kNatIck9yl8nWZ": "CPU:1, DCU:2, RAM:2G",
-	"OBtVaaXAv9n9FbLR7pWAoa3yR13jXwNc": "CPU:2, DCU:3, RAM:4G",
+		"OBtVaaXAv9n9FbLR7pWAoa3yR13jXwNc": "CPU:2, DCU:3, RAM:4G",
-	"sBWfpkntUzsWYly11kdwEHZOYYIsFmve": "CPU:4, DCU:4, RAM:8G",
+		"sBWfpkntUzsWYly11kdwEHZOYYIsFmve": "CPU:4, DCU:4, RAM:8G",
-	"jeYBVPwyIALjVYNzHvysh2o5CsBpBLp2": "CPU:5, DCU:5, RAM:10G",
+		"jeYBVPwyIALjVYNzHvysh2o5CsBpBLp2": "CPU:5, DCU:5, RAM:10G",
-}
+	}
+
+	ModelNameCmdMap = map[string]string{
+		"blip-image-captioning-base": "pip install transformers python-multipart fastapi uvicorn[standard]; python /public/home/acgnnmfbwo/pcmv1/inference/pytorch/blip_image_captioning_base/infer.py",
+		"imagenet_resnet50":          "pip install fastapi uvicorn[standard] python-multipart; python /public/home/acgnnmfbwo/pcmv1/inference/pytorch/imagenet_resnet50/infer.py",
+	}
+)
 
 type ResourceSpecSGAI struct {
 	CPU int64
@@ -905,15 +916,81 @@ func (s *ShuguangAi) GetInferDeployInstance(ctx context.Context, id string) (*in
 	return ins, nil
 }
 
-func (s *ShuguangAi) GetInferResult(ctx context.Context, url string, file multipart.File, fileName string) (string, error) {
+func (s *ShuguangAi) GetImageInferResult(ctx context.Context, url string, file multipart.File, fileName string) (string, error) {
 	return "", nil
 }
 
 func (s *ShuguangAi) CreateInferDeployInstance(ctx context.Context, option *option.InferOption) (string, error) {
+	containerPortInfoList := []*hpcAC.ContainerPortInfoList{
+		{
+			ProtocolType:  ProtocolType,
+			ContainerPort: ContainerPort,
+		},
+	}
 
-	return "", nil
+	desc := option.ModelType + FORWARD_SLASH + option.ModelName + FORWARD_SLASH + strings.ToLower(DCU)
+	instanceServiceName := "infer_instance" + UNDERSCORE + utils.RandomString(15)
+	resourceGroup := "kshdtest"
+
+	script, ok := ModelNameCmdMap[option.ModelName]
+	if !ok {
+		return "", errors.New("failed to set cmd, ModelName not exist")
+	}
+
+	param := &hpcAC.CreateParams{
+		AcceleratorType:       strings.ToLower(DCU),
+		ContainerPortInfoList: containerPortInfoList,
+		CpuNumber:             8,
+		Description:           desc,
+		//env
+		GpuNumber:           1,
+		ImagePath:           "11.11.100.6:5000/dcu/admin/base/jupyterlab-pytorch:1.13.1-py3.7-dtk23.04-centos7.6",
+		InstanceServiceName: instanceServiceName,
+		MountInfoList:       make([]*hpcAC.MountInfoList, 0),
+		//originalVersion
+		RamSize: 10 * RAM_SIZE_1G,
+		//rdma
+		ResourceGroup:          resourceGroup,
+		StartScriptActionScope: "all",
+		StartScriptContent:     script,
+		//startServiceCommand
+		//taskClassification: "interactive"
+		TaskNumber:     1,
+		TaskType:       JUPYTER,
+		TimeoutLimit:   "01:00:00",
+		UseStartScript: true,
+		//useStartServiceCommand: false
+		Version: "jupyterlab-pytorch:1.13.1-py3.7-dtk23.04-centos7.6",
+	}
+
+	req := &hpcacclient.CreateInstanceServiceReq{
+		Data: param,
+	}
+
+	resp, err := s.aCRpc.CreateInstanceService(ctx, req)
+	if err != nil {
+		return "", err
+	}
+	if resp.Code != "0" {
+		return "", errors.New(resp.Msg)
+	}
+
+	return resp.Data, nil
 }
 
 func (s *ShuguangAi) CheckModelExistence(ctx context.Context, name string, mtype string) bool {
-	return false
+	modelPath := "model" + FORWARD_SLASH + name
+	req := &hpcAC.IsExistFileReq{
+		Path: KUNSHAN_DIR + FORWARD_SLASH + modelPath,
+	}
+	resp, err := s.aCRpc.IsExistFile(ctx, req)
+	if err != nil {
+		return false
+	}
+
+	if resp.Code != "0" || resp.Data == nil {
+		return false
+	}
+
+	return resp.Data.Exist
 }