modeltraining

package
v0.9.1-rc3 Latest Latest
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 Go to latest Published: Apr 6, 2023 License: Apache-2.0 Imports: 18 Imported by: 0

Documentation

Overview

Package modeltraining is a reverse proxy.

It translates gRPC into RESTful JSON APIs.

Index

Constants

View Source 
const (
	ModelTraining_TrainModel_FullMethodName                 = "/modeltraining.ModelTraining/TrainModel"
	ModelTraining_PutModelTrainingStatus_FullMethodName     = "/modeltraining.ModelTraining/PutModelTrainingStatus"
	ModelTraining_ClusterWorkloadAggregation_FullMethodName = "/modeltraining.ModelTraining/ClusterWorkloadAggregation"
	ModelTraining_GetModelStatus_FullMethodName             = "/modeltraining.ModelTraining/GetModelStatus"
	ModelTraining_GetModelTrainingParameters_FullMethodName = "/modeltraining.ModelTraining/GetModelTrainingParameters"
	ModelTraining_GPUInfo_FullMethodName                    = "/modeltraining.ModelTraining/GPUInfo"
)

Variables

View Source 
var File_github_com_rancher_opni_plugins_aiops_pkg_apis_modeltraining_modeltraining_proto protoreflect.FileDescriptor
View Source 
var ModelTraining_ServiceDesc = grpc.ServiceDesc{
	ServiceName: "modeltraining.ModelTraining",
	HandlerType: (*ModelTrainingServer)(nil),
	Methods: []grpc.MethodDesc{
		{
			MethodName: "TrainModel",
			Handler:    _ModelTraining_TrainModel_Handler,
		},
		{
			MethodName: "PutModelTrainingStatus",
			Handler:    _ModelTraining_PutModelTrainingStatus_Handler,
		},
		{
			MethodName: "ClusterWorkloadAggregation",
			Handler:    _ModelTraining_ClusterWorkloadAggregation_Handler,
		},
		{
			MethodName: "GetModelStatus",
			Handler:    _ModelTraining_GetModelStatus_Handler,
		},
		{
			MethodName: "GetModelTrainingParameters",
			Handler:    _ModelTraining_GetModelTrainingParameters_Handler,
		},
		{
			MethodName: "GPUInfo",
			Handler:    _ModelTraining_GPUInfo_Handler,
		},
	},
	Streams:  []grpc.StreamDesc{},
	Metadata: "github.com/rancher/opni/plugins/aiops/pkg/apis/modeltraining/modeltraining.proto",
}

ModelTraining_ServiceDesc is the grpc.ServiceDesc for ModelTraining service. It's only intended for direct use with grpc.RegisterService, and not to be introspected or modified (even as a copy)

Functions

func RegisterModelTrainingHandler 

func RegisterModelTrainingHandler(ctx context.Context, mux *runtime.ServeMux, conn *grpc.ClientConn) error

RegisterModelTrainingHandler registers the http handlers for service ModelTraining to "mux". The handlers forward requests to the grpc endpoint over "conn".

func RegisterModelTrainingHandlerClient 

func RegisterModelTrainingHandlerClient(ctx context.Context, mux *runtime.ServeMux, client ModelTrainingClient) error

RegisterModelTrainingHandlerClient registers the http handlers for service ModelTraining to "mux". The handlers forward requests to the grpc endpoint over the given implementation of "ModelTrainingClient". Note: the gRPC framework executes interceptors within the gRPC handler. If the passed in "ModelTrainingClient" doesn't go through the normal gRPC flow (creating a gRPC client etc.) then it will be up to the passed in "ModelTrainingClient" to call the correct interceptors.

func RegisterModelTrainingHandlerFromEndpoint 

func RegisterModelTrainingHandlerFromEndpoint(ctx context.Context, mux *runtime.ServeMux, endpoint string, opts []grpc.DialOption) (err error)

RegisterModelTrainingHandlerFromEndpoint is same as RegisterModelTrainingHandler but automatically dials to "endpoint" and closes the connection when "ctx" gets done.

func RegisterModelTrainingHandlerServer 

func RegisterModelTrainingHandlerServer(ctx context.Context, mux *runtime.ServeMux, server ModelTrainingServer) error

RegisterModelTrainingHandlerServer registers the http handlers for service ModelTraining to "mux". UnaryRPC :call ModelTrainingServer directly. StreamingRPC :currently unsupported pending https://github.com/grpc/grpc-go/issues/906. Note that using this registration option will cause many gRPC library features to stop working. Consider using RegisterModelTrainingHandlerFromEndpoint instead.

func RegisterModelTrainingServer 

func RegisterModelTrainingServer(s grpc.ServiceRegistrar, srv ModelTrainingServer)

Types

type GPUInfo 

type GPUInfo struct {
	Name        string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	Capacity    string `protobuf:"bytes,2,opt,name=capacity,proto3" json:"capacity,omitempty"`
	Allocatable string `protobuf:"bytes,3,opt,name=allocatable,proto3" json:"allocatable,omitempty"`
	// contains filtered or unexported fields
}

func (*GPUInfo) Descriptor deprecated 

func (*GPUInfo) Descriptor() ([]byte, []int)

Deprecated: Use GPUInfo.ProtoReflect.Descriptor instead.

func (*GPUInfo) GetAllocatable 

func (x *GPUInfo) GetAllocatable() string

func (*GPUInfo) GetCapacity 

func (x *GPUInfo) GetCapacity() string

func (*GPUInfo) GetName 

func (x *GPUInfo) GetName() string

func (*GPUInfo) ProtoMessage 

func (*GPUInfo) ProtoMessage()

func (*GPUInfo) ProtoReflect 

func (x *GPUInfo) ProtoReflect() protoreflect.Message

func (*GPUInfo) Reset 

func (x *GPUInfo) Reset()

func (*GPUInfo) String 

func (x *GPUInfo) String() string

type GPUInfoList 

type GPUInfoList struct {
	Items []*GPUInfo `protobuf:"bytes,1,rep,name=items,proto3" json:"items,omitempty"`
	// contains filtered or unexported fields
}

func (*GPUInfoList) Descriptor deprecated 

func (*GPUInfoList) Descriptor() ([]byte, []int)

Deprecated: Use GPUInfoList.ProtoReflect.Descriptor instead.

func (*GPUInfoList) GetItems 

func (x *GPUInfoList) GetItems() []*GPUInfo

func (*GPUInfoList) ProtoMessage 

func (*GPUInfoList) ProtoMessage()

func (*GPUInfoList) ProtoReflect 

func (x *GPUInfoList) ProtoReflect() protoreflect.Message

func (*GPUInfoList) Reset 

func (x *GPUInfoList) Reset()

func (*GPUInfoList) String 

func (x *GPUInfoList) String() string

type ModelStatus 

type ModelStatus struct {
	Status     string                   `protobuf:"bytes,1,opt,name=status,proto3" json:"status,omitempty"`
	Statistics *ModelTrainingStatistics `protobuf:"bytes,2,opt,name=statistics,proto3" json:"statistics,omitempty"`
	// contains filtered or unexported fields
}

func (*ModelStatus) Descriptor deprecated 

func (*ModelStatus) Descriptor() ([]byte, []int)

Deprecated: Use ModelStatus.ProtoReflect.Descriptor instead.

func (*ModelStatus) GetStatistics 

func (x *ModelStatus) GetStatistics() *ModelTrainingStatistics

func (*ModelStatus) GetStatus 

func (x *ModelStatus) GetStatus() string

func (*ModelStatus) ProtoMessage 

func (*ModelStatus) ProtoMessage()

func (*ModelStatus) ProtoReflect 

func (x *ModelStatus) ProtoReflect() protoreflect.Message

func (*ModelStatus) Reset 

func (x *ModelStatus) Reset()

func (*ModelStatus) String 

func (x *ModelStatus) String() string

type ModelTrainingClient 

type ModelTrainingClient interface {
	TrainModel(ctx context.Context, in *ModelTrainingParametersList, opts ...grpc.CallOption) (*ModelTrainingResponse, error)
	PutModelTrainingStatus(ctx context.Context, in *ModelTrainingStatistics, opts ...grpc.CallOption) (*emptypb.Empty, error)
	ClusterWorkloadAggregation(ctx context.Context, in *v1.Reference, opts ...grpc.CallOption) (*WorkloadAggregationList, error)
	GetModelStatus(ctx context.Context, in *emptypb.Empty, opts ...grpc.CallOption) (*ModelStatus, error)
	GetModelTrainingParameters(ctx context.Context, in *emptypb.Empty, opts ...grpc.CallOption) (*ModelTrainingParametersList, error)
	GPUInfo(ctx context.Context, in *emptypb.Empty, opts ...grpc.CallOption) (*GPUInfoList, error)
}

ModelTrainingClient is the client API for ModelTraining service.

For semantics around ctx use and closing/ending streaming RPCs, please refer to https://pkg.go.dev/google.golang.org/grpc/?tab=doc#ClientConn.NewStream.

func NewModelTrainingClient 

func NewModelTrainingClient(cc grpc.ClientConnInterface) ModelTrainingClient

type ModelTrainingParameters 

type ModelTrainingParameters struct {
	ClusterId  string `protobuf:"bytes,1,opt,name=clusterId,proto3" json:"clusterId,omitempty"`
	Namespace  string `protobuf:"bytes,2,opt,name=namespace,proto3" json:"namespace,omitempty"`
	Deployment string `protobuf:"bytes,3,opt,name=deployment,proto3" json:"deployment,omitempty"`
	// contains filtered or unexported fields
}

func (*ModelTrainingParameters) Descriptor deprecated 

func (*ModelTrainingParameters) Descriptor() ([]byte, []int)

Deprecated: Use ModelTrainingParameters.ProtoReflect.Descriptor instead.

func (*ModelTrainingParameters) GetClusterId 

func (x *ModelTrainingParameters) GetClusterId() string

func (*ModelTrainingParameters) GetDeployment 

func (x *ModelTrainingParameters) GetDeployment() string

func (*ModelTrainingParameters) GetNamespace 

func (x *ModelTrainingParameters) GetNamespace() string

func (*ModelTrainingParameters) ProtoMessage 

func (*ModelTrainingParameters) ProtoMessage()

func (*ModelTrainingParameters) ProtoReflect 

func (x *ModelTrainingParameters) ProtoReflect() protoreflect.Message

func (*ModelTrainingParameters) Reset 

func (x *ModelTrainingParameters) Reset()

func (*ModelTrainingParameters) String 

func (x *ModelTrainingParameters) String() string

type ModelTrainingParametersList 

type ModelTrainingParametersList struct {
	Items []*ModelTrainingParameters `protobuf:"bytes,1,rep,name=items,proto3" json:"items,omitempty"`
	// contains filtered or unexported fields
}

func (*ModelTrainingParametersList) Descriptor deprecated 

func (*ModelTrainingParametersList) Descriptor() ([]byte, []int)

Deprecated: Use ModelTrainingParametersList.ProtoReflect.Descriptor instead.

func (*ModelTrainingParametersList) GetItems 

func (x *ModelTrainingParametersList) GetItems() []*ModelTrainingParameters

func (*ModelTrainingParametersList) ProtoMessage 

func (*ModelTrainingParametersList) ProtoMessage()

func (*ModelTrainingParametersList) ProtoReflect 

func (x *ModelTrainingParametersList) ProtoReflect() protoreflect.Message

func (*ModelTrainingParametersList) Reset 

func (x *ModelTrainingParametersList) Reset()

func (*ModelTrainingParametersList) String 

func (x *ModelTrainingParametersList) String() string

type ModelTrainingResponse 

type ModelTrainingResponse struct {
	Response string `protobuf:"bytes,1,opt,name=response,proto3" json:"response,omitempty"`
	// contains filtered or unexported fields
}

func (*ModelTrainingResponse) Descriptor deprecated 

func (*ModelTrainingResponse) Descriptor() ([]byte, []int)

Deprecated: Use ModelTrainingResponse.ProtoReflect.Descriptor instead.

func (*ModelTrainingResponse) GetResponse 

func (x *ModelTrainingResponse) GetResponse() string

func (*ModelTrainingResponse) ProtoMessage 

func (*ModelTrainingResponse) ProtoMessage()

func (*ModelTrainingResponse) ProtoReflect 

func (x *ModelTrainingResponse) ProtoReflect() protoreflect.Message

func (*ModelTrainingResponse) Reset 

func (x *ModelTrainingResponse) Reset()

func (*ModelTrainingResponse) String 

func (x *ModelTrainingResponse) String() string

type ModelTrainingServer 

type ModelTrainingServer interface {
	TrainModel(context.Context, *ModelTrainingParametersList) (*ModelTrainingResponse, error)
	PutModelTrainingStatus(context.Context, *ModelTrainingStatistics) (*emptypb.Empty, error)
	ClusterWorkloadAggregation(context.Context, *v1.Reference) (*WorkloadAggregationList, error)
	GetModelStatus(context.Context, *emptypb.Empty) (*ModelStatus, error)
	GetModelTrainingParameters(context.Context, *emptypb.Empty) (*ModelTrainingParametersList, error)
	GPUInfo(context.Context, *emptypb.Empty) (*GPUInfoList, error)
	// contains filtered or unexported methods
}

ModelTrainingServer is the server API for ModelTraining service. All implementations must embed UnimplementedModelTrainingServer for forward compatibility

type ModelTrainingStatistics 

type ModelTrainingStatistics struct {
	TimeElapsed         int64   `protobuf:"varint,1,opt,name=timeElapsed,proto3" json:"timeElapsed,omitempty"`
	PercentageCompleted int64   `protobuf:"varint,2,opt,name=percentageCompleted,proto3" json:"percentageCompleted,omitempty"`
	RemainingTime       int64   `protobuf:"varint,3,opt,name=remainingTime,proto3" json:"remainingTime,omitempty"`
	CurrentEpoch        int64   `protobuf:"varint,4,opt,name=currentEpoch,proto3" json:"currentEpoch,omitempty"`
	ModelAccuracy       float64 `protobuf:"fixed64,5,opt,name=modelAccuracy,proto3" json:"modelAccuracy,omitempty"`
	Stage               string  `protobuf:"bytes,6,opt,name=stage,proto3" json:"stage,omitempty"`
	// contains filtered or unexported fields
}

func (*ModelTrainingStatistics) Descriptor deprecated 

func (*ModelTrainingStatistics) Descriptor() ([]byte, []int)

Deprecated: Use ModelTrainingStatistics.ProtoReflect.Descriptor instead.

func (*ModelTrainingStatistics) GetCurrentEpoch 

func (x *ModelTrainingStatistics) GetCurrentEpoch() int64

func (*ModelTrainingStatistics) GetModelAccuracy 

func (x *ModelTrainingStatistics) GetModelAccuracy() float64

func (*ModelTrainingStatistics) GetPercentageCompleted 

func (x *ModelTrainingStatistics) GetPercentageCompleted() int64

func (*ModelTrainingStatistics) GetRemainingTime 

func (x *ModelTrainingStatistics) GetRemainingTime() int64

func (*ModelTrainingStatistics) GetStage 

func (x *ModelTrainingStatistics) GetStage() string

func (*ModelTrainingStatistics) GetTimeElapsed 

func (x *ModelTrainingStatistics) GetTimeElapsed() int64

func (*ModelTrainingStatistics) ProtoMessage 

func (*ModelTrainingStatistics) ProtoMessage()

func (*ModelTrainingStatistics) ProtoReflect 

func (x *ModelTrainingStatistics) ProtoReflect() protoreflect.Message

func (*ModelTrainingStatistics) Reset 

func (x *ModelTrainingStatistics) Reset()

func (*ModelTrainingStatistics) String 

func (x *ModelTrainingStatistics) String() string

type UnimplementedModelTrainingServer 

type UnimplementedModelTrainingServer struct {
}

UnimplementedModelTrainingServer must be embedded to have forward compatible implementations.

func (UnimplementedModelTrainingServer) ClusterWorkloadAggregation 

func (UnimplementedModelTrainingServer) ClusterWorkloadAggregation(context.Context, *v1.Reference) (*WorkloadAggregationList, error)

func (UnimplementedModelTrainingServer) GPUInfo 

func (UnimplementedModelTrainingServer) GPUInfo(context.Context, *emptypb.Empty) (*GPUInfoList, error)

func (UnimplementedModelTrainingServer) GetModelStatus 

func (UnimplementedModelTrainingServer) GetModelStatus(context.Context, *emptypb.Empty) (*ModelStatus, error)

func (UnimplementedModelTrainingServer) GetModelTrainingParameters 

func (UnimplementedModelTrainingServer) GetModelTrainingParameters(context.Context, *emptypb.Empty) (*ModelTrainingParametersList, error)

func (UnimplementedModelTrainingServer) PutModelTrainingStatus 

func (UnimplementedModelTrainingServer) PutModelTrainingStatus(context.Context, *ModelTrainingStatistics) (*emptypb.Empty, error)

func (UnimplementedModelTrainingServer) TrainModel 

func (UnimplementedModelTrainingServer) TrainModel(context.Context, *ModelTrainingParametersList) (*ModelTrainingResponse, error)

type UnsafeModelTrainingServer 

type UnsafeModelTrainingServer interface {
	// contains filtered or unexported methods
}

UnsafeModelTrainingServer may be embedded to opt out of forward compatibility for this service. Use of this interface is not recommended, as added methods to ModelTrainingServer will result in compilation errors.

type WorkloadAggregation 

type WorkloadAggregation struct {
	ClusterId  string `protobuf:"bytes,1,opt,name=clusterId,proto3" json:"clusterId,omitempty"`
	Namespace  string `protobuf:"bytes,2,opt,name=namespace,proto3" json:"namespace,omitempty"`
	Deployment string `protobuf:"bytes,3,opt,name=deployment,proto3" json:"deployment,omitempty"`
	LogCount   int64  `protobuf:"varint,4,opt,name=logCount,proto3" json:"logCount,omitempty"`
	// contains filtered or unexported fields
}

func (*WorkloadAggregation) Descriptor deprecated 

func (*WorkloadAggregation) Descriptor() ([]byte, []int)

Deprecated: Use WorkloadAggregation.ProtoReflect.Descriptor instead.

func (*WorkloadAggregation) GetClusterId 

func (x *WorkloadAggregation) GetClusterId() string

func (*WorkloadAggregation) GetDeployment 

func (x *WorkloadAggregation) GetDeployment() string

func (*WorkloadAggregation) GetLogCount 

func (x *WorkloadAggregation) GetLogCount() int64

func (*WorkloadAggregation) GetNamespace 

func (x *WorkloadAggregation) GetNamespace() string

func (*WorkloadAggregation) ProtoMessage 

func (*WorkloadAggregation) ProtoMessage()

func (*WorkloadAggregation) ProtoReflect 

func (x *WorkloadAggregation) ProtoReflect() protoreflect.Message

func (*WorkloadAggregation) Reset 

func (x *WorkloadAggregation) Reset()

func (*WorkloadAggregation) String 

func (x *WorkloadAggregation) String() string

type WorkloadAggregationList 

type WorkloadAggregationList struct {
	Items []*WorkloadAggregation `protobuf:"bytes,1,rep,name=items,proto3" json:"items,omitempty"`
	// contains filtered or unexported fields
}

func (*WorkloadAggregationList) Descriptor deprecated 

func (*WorkloadAggregationList) Descriptor() ([]byte, []int)

Deprecated: Use WorkloadAggregationList.ProtoReflect.Descriptor instead.

func (*WorkloadAggregationList) GetItems 

func (x *WorkloadAggregationList) GetItems() []*WorkloadAggregation

func (*WorkloadAggregationList) ProtoMessage 

func (*WorkloadAggregationList) ProtoMessage()

func (*WorkloadAggregationList) ProtoReflect 

func (x *WorkloadAggregationList) ProtoReflect() protoreflect.Message

func (*WorkloadAggregationList) Reset 

func (x *WorkloadAggregationList) Reset()

func (*WorkloadAggregationList) String 

func (x *WorkloadAggregationList) String() string

Source Files

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