trainer

package
v1.8.2 Latest Latest
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 Go to latest Published: Mar 22, 2023 License: Apache-2.0 Imports: 22 Imported by: 0

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Index

Constants

This section is empty.

Variables

View Source 
var File_pkg_apis_trainer_v1_trainer_proto protoreflect.FileDescriptor
View Source 
var Trainer_ServiceDesc = grpc.ServiceDesc{
	ServiceName: "trainer.v1.Trainer",
	HandlerType: (*TrainerServer)(nil),
	Methods:     []grpc.MethodDesc{},
	Streams: []grpc.StreamDesc{
		{
			StreamName:    "Train",
			Handler:       _Trainer_Train_Handler,
			ClientStreams: true,
		},
	},
	Metadata: "pkg/apis/trainer/v1/trainer.proto",
}

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

Functions

func RegisterTrainerServer 

func RegisterTrainerServer(s grpc.ServiceRegistrar, srv TrainerServer)

Types

type GNNRequest 

type GNNRequest struct {

	// Dataset of training gnn.
	Dataset []byte `protobuf:"bytes,1,opt,name=dataset,proto3" json:"dataset,omitempty"`
	// contains filtered or unexported fields
}

GNNRequest represents gnn model request of TrainRequest.

func (*GNNRequest) Descriptor deprecated 

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

Deprecated: Use GNNRequest.ProtoReflect.Descriptor instead.

func (*GNNRequest) GetDataset 

func (x *GNNRequest) GetDataset() []byte

func (*GNNRequest) ProtoMessage 

func (*GNNRequest) ProtoMessage()

func (*GNNRequest) ProtoReflect 

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

func (*GNNRequest) Reset 

func (x *GNNRequest) Reset()

func (*GNNRequest) String 

func (x *GNNRequest) String() string

func (*GNNRequest) Validate 

func (m *GNNRequest) Validate() error

Validate checks the field values on GNNRequest with the rules defined in the proto definition for this message. If any rules are violated, the first error encountered is returned, or nil if there are no violations.

func (*GNNRequest) ValidateAll 

func (m *GNNRequest) ValidateAll() error

ValidateAll checks the field values on GNNRequest with the rules defined in the proto definition for this message. If any rules are violated, the result is a list of violation errors wrapped in GNNRequestMultiError, or nil if none found.

type GNNRequestMultiError 

type GNNRequestMultiError []error

GNNRequestMultiError is an error wrapping multiple validation errors returned by GNNRequest.ValidateAll() if the designated constraints aren't met.

func (GNNRequestMultiError) AllErrors 

func (m GNNRequestMultiError) AllErrors() []error

AllErrors returns a list of validation violation errors.

func (GNNRequestMultiError) Error 

func (m GNNRequestMultiError) Error() string

Error returns a concatenation of all the error messages it wraps.

type GNNRequestValidationError 

type GNNRequestValidationError struct {
	// contains filtered or unexported fields
}

GNNRequestValidationError is the validation error returned by GNNRequest.Validate if the designated constraints aren't met.

func (GNNRequestValidationError) Cause 

func (e GNNRequestValidationError) Cause() error

Cause function returns cause value.

func (GNNRequestValidationError) Error 

func (e GNNRequestValidationError) Error() string

Error satisfies the builtin error interface

func (GNNRequestValidationError) ErrorName 

func (e GNNRequestValidationError) ErrorName() string

ErrorName returns error name.

func (GNNRequestValidationError) Field 

func (e GNNRequestValidationError) Field() string

Field function returns field value.

func (GNNRequestValidationError) Key 

func (e GNNRequestValidationError) Key() bool

Key function returns key value.

func (GNNRequestValidationError) Reason 

func (e GNNRequestValidationError) Reason() string

Reason function returns reason value.

type MLPRequest 

type MLPRequest struct {

	// Dataset of training mlp.
	Dataset []byte `protobuf:"bytes,1,opt,name=dataset,proto3" json:"dataset,omitempty"`
	// contains filtered or unexported fields
}

MLPRequest represents mlp model request of TrainRequest.

func (*MLPRequest) Descriptor deprecated 

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

Deprecated: Use MLPRequest.ProtoReflect.Descriptor instead.

func (*MLPRequest) GetDataset 

func (x *MLPRequest) GetDataset() []byte

func (*MLPRequest) ProtoMessage 

func (*MLPRequest) ProtoMessage()

func (*MLPRequest) ProtoReflect 

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

func (*MLPRequest) Reset 

func (x *MLPRequest) Reset()

func (*MLPRequest) String 

func (x *MLPRequest) String() string

func (*MLPRequest) Validate 

func (m *MLPRequest) Validate() error

Validate checks the field values on MLPRequest with the rules defined in the proto definition for this message. If any rules are violated, the first error encountered is returned, or nil if there are no violations.

func (*MLPRequest) ValidateAll 

func (m *MLPRequest) ValidateAll() error

ValidateAll checks the field values on MLPRequest with the rules defined in the proto definition for this message. If any rules are violated, the result is a list of violation errors wrapped in MLPRequestMultiError, or nil if none found.

type MLPRequestMultiError 

type MLPRequestMultiError []error

MLPRequestMultiError is an error wrapping multiple validation errors returned by MLPRequest.ValidateAll() if the designated constraints aren't met.

func (MLPRequestMultiError) AllErrors 

func (m MLPRequestMultiError) AllErrors() []error

AllErrors returns a list of validation violation errors.

func (MLPRequestMultiError) Error 

func (m MLPRequestMultiError) Error() string

Error returns a concatenation of all the error messages it wraps.

type MLPRequestValidationError 

type MLPRequestValidationError struct {
	// contains filtered or unexported fields
}

MLPRequestValidationError is the validation error returned by MLPRequest.Validate if the designated constraints aren't met.

func (MLPRequestValidationError) Cause 

func (e MLPRequestValidationError) Cause() error

Cause function returns cause value.

func (MLPRequestValidationError) Error 

func (e MLPRequestValidationError) Error() string

Error satisfies the builtin error interface

func (MLPRequestValidationError) ErrorName 

func (e MLPRequestValidationError) ErrorName() string

ErrorName returns error name.

func (MLPRequestValidationError) Field 

func (e MLPRequestValidationError) Field() string

Field function returns field value.

func (MLPRequestValidationError) Key 

func (e MLPRequestValidationError) Key() bool

Key function returns key value.

func (MLPRequestValidationError) Reason 

func (e MLPRequestValidationError) Reason() string

Reason function returns reason value.

type TrainRequest 

type TrainRequest struct {

	// Scheduler hostname.
	Hostname string `protobuf:"bytes,1,opt,name=hostname,proto3" json:"hostname,omitempty"`
	// Scheduler ip.
	Ip string `protobuf:"bytes,2,opt,name=ip,proto3" json:"ip,omitempty"`
	// Scheduler cluster id.
	ClusterId uint64 `protobuf:"varint,3,opt,name=cluster_id,json=clusterId,proto3" json:"cluster_id,omitempty"`
	// Types that are assignable to Request:
	//
	//	*TrainRequest_GnnRequest
	//	*TrainRequest_MlpRequest
	Request isTrainRequest_Request `protobuf_oneof:"request"`
	// contains filtered or unexported fields
}

TrainRequest represents request of Train.

func (*TrainRequest) Descriptor deprecated 

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

Deprecated: Use TrainRequest.ProtoReflect.Descriptor instead.

func (*TrainRequest) GetClusterId 

func (x *TrainRequest) GetClusterId() uint64

func (*TrainRequest) GetGnnRequest 

func (x *TrainRequest) GetGnnRequest() *GNNRequest

func (*TrainRequest) GetHostname 

func (x *TrainRequest) GetHostname() string

func (*TrainRequest) GetIp 

func (x *TrainRequest) GetIp() string

func (*TrainRequest) GetMlpRequest 

func (x *TrainRequest) GetMlpRequest() *MLPRequest

func (*TrainRequest) GetRequest 

func (m *TrainRequest) GetRequest() isTrainRequest_Request

func (*TrainRequest) ProtoMessage 

func (*TrainRequest) ProtoMessage()

func (*TrainRequest) ProtoReflect 

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

func (*TrainRequest) Reset 

func (x *TrainRequest) Reset()

func (*TrainRequest) String 

func (x *TrainRequest) String() string

func (*TrainRequest) Validate 

func (m *TrainRequest) Validate() error

Validate checks the field values on TrainRequest with the rules defined in the proto definition for this message. If any rules are violated, the first error encountered is returned, or nil if there are no violations.

func (*TrainRequest) ValidateAll 

func (m *TrainRequest) ValidateAll() error

ValidateAll checks the field values on TrainRequest with the rules defined in the proto definition for this message. If any rules are violated, the result is a list of violation errors wrapped in TrainRequestMultiError, or nil if none found.

type TrainRequestMultiError 

type TrainRequestMultiError []error

TrainRequestMultiError is an error wrapping multiple validation errors returned by TrainRequest.ValidateAll() if the designated constraints aren't met.

func (TrainRequestMultiError) AllErrors 

func (m TrainRequestMultiError) AllErrors() []error

AllErrors returns a list of validation violation errors.

func (TrainRequestMultiError) Error 

func (m TrainRequestMultiError) Error() string

Error returns a concatenation of all the error messages it wraps.

type TrainRequestValidationError 

type TrainRequestValidationError struct {
	// contains filtered or unexported fields
}

TrainRequestValidationError is the validation error returned by TrainRequest.Validate if the designated constraints aren't met.

func (TrainRequestValidationError) Cause 

func (e TrainRequestValidationError) Cause() error

Cause function returns cause value.

func (TrainRequestValidationError) Error 

func (e TrainRequestValidationError) Error() string

Error satisfies the builtin error interface

func (TrainRequestValidationError) ErrorName 

func (e TrainRequestValidationError) ErrorName() string

ErrorName returns error name.

func (TrainRequestValidationError) Field 

func (e TrainRequestValidationError) Field() string

Field function returns field value.

func (TrainRequestValidationError) Key 

func (e TrainRequestValidationError) Key() bool

Key function returns key value.

func (TrainRequestValidationError) Reason 

func (e TrainRequestValidationError) Reason() string

Reason function returns reason value.

type TrainRequest_GnnRequest 

type TrainRequest_GnnRequest struct {
	GnnRequest *GNNRequest `protobuf:"bytes,4,opt,name=gnn_request,json=gnnRequest,proto3,oneof"`
}

type TrainRequest_MlpRequest 

type TrainRequest_MlpRequest struct {
	MlpRequest *MLPRequest `protobuf:"bytes,5,opt,name=mlp_request,json=mlpRequest,proto3,oneof"`
}

type TrainerClient 

type TrainerClient interface {
	// Train trains models of scheduler using dataset.
	Train(ctx context.Context, opts ...grpc.CallOption) (Trainer_TrainClient, error)
}

TrainerClient is the client API for Trainer 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 NewTrainerClient 

func NewTrainerClient(cc grpc.ClientConnInterface) TrainerClient

type TrainerServer 

type TrainerServer interface {
	// Train trains models of scheduler using dataset.
	Train(Trainer_TrainServer) error
}

TrainerServer is the server API for Trainer service. All implementations should embed UnimplementedTrainerServer for forward compatibility

type Trainer_TrainClient 

type Trainer_TrainClient interface {
	Send(*TrainRequest) error
	CloseAndRecv() (*emptypb.Empty, error)
	grpc.ClientStream
}

type Trainer_TrainServer 

type Trainer_TrainServer interface {
	SendAndClose(*emptypb.Empty) error
	Recv() (*TrainRequest, error)
	grpc.ServerStream
}

type UnimplementedTrainerServer 

type UnimplementedTrainerServer struct {
}

UnimplementedTrainerServer should be embedded to have forward compatible implementations.

func (UnimplementedTrainerServer) Train 

func (UnimplementedTrainerServer) Train(Trainer_TrainServer) error

type UnsafeTrainerServer 

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

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

Source Files

View all Source files

Directories

Path Synopsis
Package mocks is a generated GoMock package.
 Package mocks is a generated GoMock package.

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