v1

package
v0.7.11 Latest Latest
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 Go to latest Published: Aug 16, 2024 License: Apache-2.0 Imports: 18 Imported by: 1

Documentation

Overview

Package v1 is a reverse proxy.

It translates gRPC into RESTful JSON APIs.

Index

Constants

This section is empty.

Variables

View Source 
var File_github_com_metaprov_modelaapi_services_grpcinferenceservice_v1_grpcinferenceservice_proto protoreflect.FileDescriptor
View Source 
var GRPCInferenceService_ServiceDesc = grpc.ServiceDesc{
	ServiceName: "github.com.metaprov.modelaapi.services.grpcinferenceservice.v1.GRPCInferenceService",
	HandlerType: (*GRPCInferenceServiceServer)(nil),
	Methods: []grpc.MethodDesc{
		{
			MethodName: "ServerLive",
			Handler:    _GRPCInferenceService_ServerLive_Handler,
		},
		{
			MethodName: "ServerReady",
			Handler:    _GRPCInferenceService_ServerReady_Handler,
		},
		{
			MethodName: "ModelReady",
			Handler:    _GRPCInferenceService_ModelReady_Handler,
		},
		{
			MethodName: "ServerMetadata",
			Handler:    _GRPCInferenceService_ServerMetadata_Handler,
		},
		{
			MethodName: "ModelMetadata",
			Handler:    _GRPCInferenceService_ModelMetadata_Handler,
		},
		{
			MethodName: "ModelInfer",
			Handler:    _GRPCInferenceService_ModelInfer_Handler,
		},
		{
			MethodName: "GetPredictor",
			Handler:    _GRPCInferenceService_GetPredictor_Handler,
		},
		{
			MethodName: "GetModel",
			Handler:    _GRPCInferenceService_GetModel_Handler,
		},
		{
			MethodName: "Predict",
			Handler:    _GRPCInferenceService_Predict_Handler,
		},
		{
			MethodName: "Shutdown",
			Handler:    _GRPCInferenceService_Shutdown_Handler,
		},
	},
	Streams:  []grpc.StreamDesc{},
	Metadata: "github.com/metaprov/modelaapi/services/grpcinferenceservice/v1/grpcinferenceservice.proto",
}

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

Functions

func RegisterGRPCInferenceServiceHandler added in v0.4.540 

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

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

func RegisterGRPCInferenceServiceHandlerClient added in v0.4.540 

func RegisterGRPCInferenceServiceHandlerClient(ctx context.Context, mux *runtime.ServeMux, client GRPCInferenceServiceClient) error

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

func RegisterGRPCInferenceServiceHandlerFromEndpoint added in v0.4.540 

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

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

func RegisterGRPCInferenceServiceHandlerServer added in v0.4.687 

func RegisterGRPCInferenceServiceHandlerServer(ctx context.Context, mux *runtime.ServeMux, server GRPCInferenceServiceServer) error

RegisterGRPCInferenceServiceHandlerServer registers the http handlers for service GRPCInferenceService to "mux". UnaryRPC :call GRPCInferenceServiceServer 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 RegisterGRPCInferenceServiceHandlerFromEndpoint instead.

func RegisterGRPCInferenceServiceServer 

func RegisterGRPCInferenceServiceServer(s grpc.ServiceRegistrar, srv GRPCInferenceServiceServer)

Types

type ColumnInfo 

type ColumnInfo struct {
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` // column name
	Type string `protobuf:"bytes,2,opt,name=type,proto3" json:"type,omitempty"` // column type
	// contains filtered or unexported fields
}

a information about each column

func (*ColumnInfo) Descriptor deprecated 

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

Deprecated: Use ColumnInfo.ProtoReflect.Descriptor instead.

func (*ColumnInfo) GetName 

func (x *ColumnInfo) GetName() string

func (*ColumnInfo) GetType 

func (x *ColumnInfo) GetType() string

func (*ColumnInfo) ProtoMessage 

func (*ColumnInfo) ProtoMessage()

func (*ColumnInfo) ProtoReflect 

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

func (*ColumnInfo) Reset 

func (x *ColumnInfo) Reset()

func (*ColumnInfo) String 

func (x *ColumnInfo) String() string

type GRPCInferenceServiceClient 

type GRPCInferenceServiceClient interface {
	// The ServerLive API indicates if the inference server is able to receive
	// and respond to metadata and inference requests.
	ServerLive(ctx context.Context, in *ServerLiveRequest, opts ...grpc.CallOption) (*ServerLiveResponse, error)
	// The ServerReady API indicates if the server is ready for inferencing.
	ServerReady(ctx context.Context, in *ServerReadyRequest, opts ...grpc.CallOption) (*ServerReadyResponse, error)
	// The ModelReady API indicates if a specific model is ready for inferencing.
	ModelReady(ctx context.Context, in *ModelReadyRequest, opts ...grpc.CallOption) (*ModelReadyResponse, error)
	// The ServerMetadata API provides information about the server. Errors are
	// indicated by the google.rpc.Status returned for the request. The OK code
	// indicates success and other codes indicate failure.
	ServerMetadata(ctx context.Context, in *ServerMetadataRequest, opts ...grpc.CallOption) (*ServerMetadataResponse, error)
	// The per-model metadata API provides information about a model. Errors are
	// indicated by the google.rpc.Status returned for the request. The OK code
	// indicates success and other codes indicate failure.
	ModelMetadata(ctx context.Context, in *ModelMetadataRequest, opts ...grpc.CallOption) (*ModelMetadataResponse, error)
	// The ModelInfer API performs inference using the specified model. Errors are
	// indicated by the google.rpc.Status returned for the request. The OK code
	// indicates success and other codes indicate failure.
	ModelInfer(ctx context.Context, in *ModelInferRequest, opts ...grpc.CallOption) (*ModelInferResponse, error)
	// Extention to the api specific to modela
	GetPredictor(ctx context.Context, in *GetPredictorRequest, opts ...grpc.CallOption) (*GetPredictorResponse, error)
	GetModel(ctx context.Context, in *GetModelRequest, opts ...grpc.CallOption) (*GetModelResponse, error)
	Predict(ctx context.Context, in *PredictRequest, opts ...grpc.CallOption) (*PredictResponse, error)
	Shutdown(ctx context.Context, in *ServerShutdownRequest, opts ...grpc.CallOption) (*ServerShutdownResponse, error)
}

GRPCInferenceServiceClient is the client API for GRPCInferenceService 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 NewGRPCInferenceServiceClient 

func NewGRPCInferenceServiceClient(cc grpc.ClientConnInterface) GRPCInferenceServiceClient

type GRPCInferenceServiceServer 

type GRPCInferenceServiceServer interface {
	// The ServerLive API indicates if the inference server is able to receive
	// and respond to metadata and inference requests.
	ServerLive(context.Context, *ServerLiveRequest) (*ServerLiveResponse, error)
	// The ServerReady API indicates if the server is ready for inferencing.
	ServerReady(context.Context, *ServerReadyRequest) (*ServerReadyResponse, error)
	// The ModelReady API indicates if a specific model is ready for inferencing.
	ModelReady(context.Context, *ModelReadyRequest) (*ModelReadyResponse, error)
	// The ServerMetadata API provides information about the server. Errors are
	// indicated by the google.rpc.Status returned for the request. The OK code
	// indicates success and other codes indicate failure.
	ServerMetadata(context.Context, *ServerMetadataRequest) (*ServerMetadataResponse, error)
	// The per-model metadata API provides information about a model. Errors are
	// indicated by the google.rpc.Status returned for the request. The OK code
	// indicates success and other codes indicate failure.
	ModelMetadata(context.Context, *ModelMetadataRequest) (*ModelMetadataResponse, error)
	// The ModelInfer API performs inference using the specified model. Errors are
	// indicated by the google.rpc.Status returned for the request. The OK code
	// indicates success and other codes indicate failure.
	ModelInfer(context.Context, *ModelInferRequest) (*ModelInferResponse, error)
	// Extention to the api specific to modela
	GetPredictor(context.Context, *GetPredictorRequest) (*GetPredictorResponse, error)
	GetModel(context.Context, *GetModelRequest) (*GetModelResponse, error)
	Predict(context.Context, *PredictRequest) (*PredictResponse, error)
	Shutdown(context.Context, *ServerShutdownRequest) (*ServerShutdownResponse, error)
	// contains filtered or unexported methods
}

GRPCInferenceServiceServer is the server API for GRPCInferenceService service. All implementations must embed UnimplementedGRPCInferenceServiceServer for forward compatibility

type GetModelRequest 

type GetModelRequest struct {
	Name string `protobuf:"bytes,3,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

func (*GetModelRequest) Descriptor deprecated 

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

Deprecated: Use GetModelRequest.ProtoReflect.Descriptor instead.

func (*GetModelRequest) GetName 

func (x *GetModelRequest) GetName() string

func (*GetModelRequest) ProtoMessage 

func (*GetModelRequest) ProtoMessage()

func (*GetModelRequest) ProtoReflect 

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

func (*GetModelRequest) Reset 

func (x *GetModelRequest) Reset()

func (*GetModelRequest) String 

func (x *GetModelRequest) String() string

type GetModelResponse 

type GetModelResponse struct {
	Item *ModelInfo `protobuf:"bytes,1,opt,name=item,proto3" json:"item,omitempty"`
	// contains filtered or unexported fields
}

func (*GetModelResponse) Descriptor deprecated 

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

Deprecated: Use GetModelResponse.ProtoReflect.Descriptor instead.

func (*GetModelResponse) GetItem 

func (x *GetModelResponse) GetItem() *ModelInfo

func (*GetModelResponse) ProtoMessage 

func (*GetModelResponse) ProtoMessage()

func (*GetModelResponse) ProtoReflect 

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

func (*GetModelResponse) Reset 

func (x *GetModelResponse) Reset()

func (*GetModelResponse) String 

func (x *GetModelResponse) String() string

type GetPredictorRequest 

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

/ request / response

func (*GetPredictorRequest) Descriptor deprecated 

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

Deprecated: Use GetPredictorRequest.ProtoReflect.Descriptor instead.

func (*GetPredictorRequest) ProtoMessage 

func (*GetPredictorRequest) ProtoMessage()

func (*GetPredictorRequest) ProtoReflect 

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

func (*GetPredictorRequest) Reset 

func (x *GetPredictorRequest) Reset()

func (*GetPredictorRequest) String 

func (x *GetPredictorRequest) String() string

type GetPredictorResponse 

type GetPredictorResponse struct {
	Item *PredictorInfo `protobuf:"bytes,1,opt,name=item,proto3" json:"item,omitempty"`
	// contains filtered or unexported fields
}

func (*GetPredictorResponse) Descriptor deprecated 

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

Deprecated: Use GetPredictorResponse.ProtoReflect.Descriptor instead.

func (*GetPredictorResponse) GetItem 

func (x *GetPredictorResponse) GetItem() *PredictorInfo

func (*GetPredictorResponse) ProtoMessage 

func (*GetPredictorResponse) ProtoMessage()

func (*GetPredictorResponse) ProtoReflect 

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

func (*GetPredictorResponse) Reset 

func (x *GetPredictorResponse) Reset()

func (*GetPredictorResponse) String 

func (x *GetPredictorResponse) String() string

type InferParameter 

type InferParameter struct {

	// The parameter value can be a string, an int64, a boolean
	// or a message specific to a predefined parameter.
	//
	// Types that are assignable to ParameterChoice:
	//	*InferParameter_BoolParam
	//	*InferParameter_Int64Param
	//	*InferParameter_StringParam
	ParameterChoice isInferParameter_ParameterChoice `protobuf_oneof:"parameter_choice"`
	// contains filtered or unexported fields
}

An inference parameter value. The Parameters message describes a “name”/”value” pair, where the “name” is the name of the parameter and the “value” is a boolean, integer, or string corresponding to the parameter.

func (*InferParameter) Descriptor deprecated 

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

Deprecated: Use InferParameter.ProtoReflect.Descriptor instead.

func (*InferParameter) GetBoolParam 

func (x *InferParameter) GetBoolParam() bool

func (*InferParameter) GetInt64Param 

func (x *InferParameter) GetInt64Param() int64

func (*InferParameter) GetParameterChoice 

func (m *InferParameter) GetParameterChoice() isInferParameter_ParameterChoice

func (*InferParameter) GetStringParam 

func (x *InferParameter) GetStringParam() string

func (*InferParameter) ProtoMessage 

func (*InferParameter) ProtoMessage()

func (*InferParameter) ProtoReflect 

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

func (*InferParameter) Reset 

func (x *InferParameter) Reset()

func (*InferParameter) String 

func (x *InferParameter) String() string

type InferParameter_BoolParam 

type InferParameter_BoolParam struct {
	// A boolean parameter value.
	BoolParam bool `protobuf:"varint,1,opt,name=bool_param,json=boolParam,proto3,oneof"`
}

type InferParameter_Int64Param 

type InferParameter_Int64Param struct {
	// An int64 parameter value.
	Int64Param int64 `protobuf:"varint,2,opt,name=int64_param,json=int64Param,proto3,oneof"`
}

type InferParameter_StringParam 

type InferParameter_StringParam struct {
	// A string parameter value.
	StringParam string `protobuf:"bytes,3,opt,name=string_param,json=stringParam,proto3,oneof"`
}

type InferTensorContents 

type InferTensorContents struct {

	// Representation for BOOL data type. The size must match what is
	// expected by the tensor's shape. The contents must be the flattened,
	// one-dimensional, row-major order of the tensor elements.
	BoolContents []bool `protobuf:"varint,1,rep,packed,name=bool_contents,json=boolContents,proto3" json:"bool_contents,omitempty"`
	// Representation for INT8, INT16, and INT32 data types. The size
	// must match what is expected by the tensor's shape. The contents
	// must be the flattened, one-dimensional, row-major order of the
	// tensor elements.
	IntContents []int32 `protobuf:"varint,2,rep,packed,name=int_contents,json=intContents,proto3" json:"int_contents,omitempty"`
	// Representation for INT64 data types. The size must match what
	// is expected by the tensor's shape. The contents must be the
	// flattened, one-dimensional, row-major order of the tensor elements.
	Int64Contents []int64 `protobuf:"varint,3,rep,packed,name=int64_contents,json=int64Contents,proto3" json:"int64_contents,omitempty"`
	// Representation for UINT8, UINT16, and UINT32 data types. The size
	// must match what is expected by the tensor's shape. The contents
	// must be the flattened, one-dimensional, row-major order of the
	// tensor elements.
	UintContents []uint32 `protobuf:"varint,4,rep,packed,name=uint_contents,json=uintContents,proto3" json:"uint_contents,omitempty"`
	// Representation for UINT64 data types. The size must match what
	// is expected by the tensor's shape. The contents must be the
	// flattened, one-dimensional, row-major order of the tensor elements.
	Uint64Contents []uint64 `protobuf:"varint,5,rep,packed,name=uint64_contents,json=uint64Contents,proto3" json:"uint64_contents,omitempty"`
	// Representation for FP32 data type. The size must match what is
	// expected by the tensor's shape. The contents must be the flattened,
	// one-dimensional, row-major order of the tensor elements.
	Fp32Contents []float32 `protobuf:"fixed32,6,rep,packed,name=fp32_contents,json=fp32Contents,proto3" json:"fp32_contents,omitempty"`
	// Representation for FP64 data type. The size must match what is
	// expected by the tensor's shape. The contents must be the flattened,
	// one-dimensional, row-major order of the tensor elements.
	Fp64Contents []float64 `protobuf:"fixed64,7,rep,packed,name=fp64_contents,json=fp64Contents,proto3" json:"fp64_contents,omitempty"`
	// Representation for BYTES data type. The size must match what is
	// expected by the tensor's shape. The contents must be the flattened,
	// one-dimensional, row-major order of the tensor elements.
	BytesContents [][]byte `protobuf:"bytes,8,rep,name=bytes_contents,json=bytesContents,proto3" json:"bytes_contents,omitempty"`
	// contains filtered or unexported fields
}

The data contained in a tensor represented by the repeated type that matches the tensor's data type. Protobuf oneof is not used because oneofs cannot contain repeated fields.

func (*InferTensorContents) Descriptor deprecated 

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

Deprecated: Use InferTensorContents.ProtoReflect.Descriptor instead.

func (*InferTensorContents) GetBoolContents 

func (x *InferTensorContents) GetBoolContents() []bool

func (*InferTensorContents) GetBytesContents 

func (x *InferTensorContents) GetBytesContents() [][]byte

func (*InferTensorContents) GetFp32Contents 

func (x *InferTensorContents) GetFp32Contents() []float32

func (*InferTensorContents) GetFp64Contents 

func (x *InferTensorContents) GetFp64Contents() []float64

func (*InferTensorContents) GetInt64Contents 

func (x *InferTensorContents) GetInt64Contents() []int64

func (*InferTensorContents) GetIntContents 

func (x *InferTensorContents) GetIntContents() []int32

func (*InferTensorContents) GetUint64Contents 

func (x *InferTensorContents) GetUint64Contents() []uint64

func (*InferTensorContents) GetUintContents 

func (x *InferTensorContents) GetUintContents() []uint32

func (*InferTensorContents) ProtoMessage 

func (*InferTensorContents) ProtoMessage()

func (*InferTensorContents) ProtoReflect 

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

func (*InferTensorContents) Reset 

func (x *InferTensorContents) Reset()

func (*InferTensorContents) String 

func (x *InferTensorContents) String() string

type ModelInferRequest 

type ModelInferRequest struct {

	// The name of the model to use for inferencing.
	ModelName string `protobuf:"bytes,1,opt,name=model_name,json=modelName,proto3" json:"model_name,omitempty"`
	// The version of the model to use for inference. If not given the
	// server will choose a version based on the model and internal policy.
	ModelVersion string `protobuf:"bytes,2,opt,name=model_version,json=modelVersion,proto3" json:"model_version,omitempty"`
	// Optional identifier for the request. If specified will be
	// returned in the response.
	Id string `protobuf:"bytes,3,opt,name=id,proto3" json:"id,omitempty"`
	// Optional inference parameters.
	Parameters map[string]*InferParameter `` /* 161-byte string literal not displayed */
	// The input tensors for the inference.
	Inputs []*ModelInferRequest_InferInputTensor `protobuf:"bytes,5,rep,name=inputs,proto3" json:"inputs,omitempty"`
	// The requested output tensors for the inference. Optional, if not
	// specified all outputs produced by the model will be returned.
	Outputs []*ModelInferRequest_InferRequestedOutputTensor `protobuf:"bytes,6,rep,name=outputs,proto3" json:"outputs,omitempty"`
	// The data contained in an input tensor can be represented in "raw"
	// bytes form or in the repeated type that matches the tensor's data
	// type. To use the raw representation 'raw_input_contents' must be
	// initialized with data for each tensor in the same order as
	// 'inputs'. For each tensor, the size of this content must match
	// what is expected by the tensor's shape and data type. The raw
	// data must be the flattened, one-dimensional, row-major order of
	// the tensor elements without any stride or padding between the
	// elements. Note that the FP16 data type must be represented as raw
	// content as there is no specific data type for a 16-bit float
	// type.
	//
	// If this field is specified then InferInputTensor::contents must
	// not be specified for any input tensor.
	RawInputContents [][]byte `protobuf:"bytes,7,rep,name=raw_input_contents,json=rawInputContents,proto3" json:"raw_input_contents,omitempty"`
	// contains filtered or unexported fields
}

func (*ModelInferRequest) Descriptor deprecated 

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

Deprecated: Use ModelInferRequest.ProtoReflect.Descriptor instead.

func (*ModelInferRequest) GetId 

func (x *ModelInferRequest) GetId() string

func (*ModelInferRequest) GetInputs 

func (x *ModelInferRequest) GetInputs() []*ModelInferRequest_InferInputTensor

func (*ModelInferRequest) GetModelName 

func (x *ModelInferRequest) GetModelName() string

func (*ModelInferRequest) GetModelVersion 

func (x *ModelInferRequest) GetModelVersion() string

func (*ModelInferRequest) GetOutputs 

func (x *ModelInferRequest) GetOutputs() []*ModelInferRequest_InferRequestedOutputTensor

func (*ModelInferRequest) GetParameters 

func (x *ModelInferRequest) GetParameters() map[string]*InferParameter

func (*ModelInferRequest) GetRawInputContents 

func (x *ModelInferRequest) GetRawInputContents() [][]byte

func (*ModelInferRequest) ProtoMessage 

func (*ModelInferRequest) ProtoMessage()

func (*ModelInferRequest) ProtoReflect 

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

func (*ModelInferRequest) Reset 

func (x *ModelInferRequest) Reset()

func (*ModelInferRequest) String 

func (x *ModelInferRequest) String() string

type ModelInferRequest_InferInputTensor 

type ModelInferRequest_InferInputTensor struct {

	// The tensor name.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// The tensor data type.
	Datatype string `protobuf:"bytes,2,opt,name=datatype,proto3" json:"datatype,omitempty"`
	// The tensor shape.
	Shape []int64 `protobuf:"varint,3,rep,packed,name=shape,proto3" json:"shape,omitempty"`
	// Optional inference input tensor parameters.
	Parameters map[string]*InferParameter `` /* 161-byte string literal not displayed */
	// The tensor contents using a data-type format. This field must
	// not be specified if "raw" tensor contents are being used for
	// the inference request.
	Contents *InferTensorContents `protobuf:"bytes,5,opt,name=contents,proto3" json:"contents,omitempty"`
	// contains filtered or unexported fields
}

An input tensor for an inference request.

func (*ModelInferRequest_InferInputTensor) Descriptor deprecated 

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

Deprecated: Use ModelInferRequest_InferInputTensor.ProtoReflect.Descriptor instead.

func (*ModelInferRequest_InferInputTensor) GetContents 

func (x *ModelInferRequest_InferInputTensor) GetContents() *InferTensorContents

func (*ModelInferRequest_InferInputTensor) GetDatatype 

func (x *ModelInferRequest_InferInputTensor) GetDatatype() string

func (*ModelInferRequest_InferInputTensor) GetName 

func (x *ModelInferRequest_InferInputTensor) GetName() string

func (*ModelInferRequest_InferInputTensor) GetParameters 

func (x *ModelInferRequest_InferInputTensor) GetParameters() map[string]*InferParameter

func (*ModelInferRequest_InferInputTensor) GetShape 

func (x *ModelInferRequest_InferInputTensor) GetShape() []int64

func (*ModelInferRequest_InferInputTensor) ProtoMessage 

func (*ModelInferRequest_InferInputTensor) ProtoMessage()

func (*ModelInferRequest_InferInputTensor) ProtoReflect 

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

func (*ModelInferRequest_InferInputTensor) Reset 

func (x *ModelInferRequest_InferInputTensor) Reset()

func (*ModelInferRequest_InferInputTensor) String 

func (x *ModelInferRequest_InferInputTensor) String() string

type ModelInferRequest_InferRequestedOutputTensor 

type ModelInferRequest_InferRequestedOutputTensor struct {

	// The tensor name.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Optional requested output tensor parameters.
	Parameters map[string]*InferParameter `` /* 161-byte string literal not displayed */
	// contains filtered or unexported fields
}

An output tensor requested for an inference request.

func (*ModelInferRequest_InferRequestedOutputTensor) Descriptor deprecated 

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

Deprecated: Use ModelInferRequest_InferRequestedOutputTensor.ProtoReflect.Descriptor instead.

func (*ModelInferRequest_InferRequestedOutputTensor) GetName 

func (x *ModelInferRequest_InferRequestedOutputTensor) GetName() string

func (*ModelInferRequest_InferRequestedOutputTensor) GetParameters 

func (x *ModelInferRequest_InferRequestedOutputTensor) GetParameters() map[string]*InferParameter

func (*ModelInferRequest_InferRequestedOutputTensor) ProtoMessage 

func (*ModelInferRequest_InferRequestedOutputTensor) ProtoMessage()

func (*ModelInferRequest_InferRequestedOutputTensor) ProtoReflect 

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

func (*ModelInferRequest_InferRequestedOutputTensor) Reset 

func (x *ModelInferRequest_InferRequestedOutputTensor) Reset()

func (*ModelInferRequest_InferRequestedOutputTensor) String 

func (x *ModelInferRequest_InferRequestedOutputTensor) String() string

type ModelInferResponse 

type ModelInferResponse struct {

	// The name of the model used for inference.
	ModelName string `protobuf:"bytes,1,opt,name=model_name,json=modelName,proto3" json:"model_name,omitempty"`
	// The version of the model used for inference.
	ModelVersion string `protobuf:"bytes,2,opt,name=model_version,json=modelVersion,proto3" json:"model_version,omitempty"`
	// The id of the inference request if one was specified.
	Id string `protobuf:"bytes,3,opt,name=id,proto3" json:"id,omitempty"`
	// Optional inference response parameters.
	Parameters map[string]*InferParameter `` /* 161-byte string literal not displayed */
	// The output tensors holding inference results.
	Outputs []*ModelInferResponse_InferOutputTensor `protobuf:"bytes,5,rep,name=outputs,proto3" json:"outputs,omitempty"`
	// The data contained in an output tensor can be represented in
	// "raw" bytes form or in the repeated type that matches the
	// tensor's data type. To use the raw representation 'raw_output_contents'
	// must be initialized with data for each tensor in the same order as
	// 'outputs'. For each tensor, the size of this content must match
	// what is expected by the tensor's shape and data type. The raw
	// data must be the flattened, one-dimensional, row-major order of
	// the tensor elements without any stride or padding between the
	// elements. Note that the FP16 data type must be represented as raw
	// content as there is no specific data type for a 16-bit float
	// type.
	//
	// If this field is specified then InferOutputTensor::contents must
	// not be specified for any output tensor.
	RawOutputContents [][]byte `protobuf:"bytes,6,rep,name=raw_output_contents,json=rawOutputContents,proto3" json:"raw_output_contents,omitempty"`
	// contains filtered or unexported fields
}

func (*ModelInferResponse) Descriptor deprecated 

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

Deprecated: Use ModelInferResponse.ProtoReflect.Descriptor instead.

func (*ModelInferResponse) GetId 

func (x *ModelInferResponse) GetId() string

func (*ModelInferResponse) GetModelName 

func (x *ModelInferResponse) GetModelName() string

func (*ModelInferResponse) GetModelVersion 

func (x *ModelInferResponse) GetModelVersion() string

func (*ModelInferResponse) GetOutputs 

func (x *ModelInferResponse) GetOutputs() []*ModelInferResponse_InferOutputTensor

func (*ModelInferResponse) GetParameters 

func (x *ModelInferResponse) GetParameters() map[string]*InferParameter

func (*ModelInferResponse) GetRawOutputContents 

func (x *ModelInferResponse) GetRawOutputContents() [][]byte

func (*ModelInferResponse) ProtoMessage 

func (*ModelInferResponse) ProtoMessage()

func (*ModelInferResponse) ProtoReflect 

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

func (*ModelInferResponse) Reset 

func (x *ModelInferResponse) Reset()

func (*ModelInferResponse) String 

func (x *ModelInferResponse) String() string

type ModelInferResponse_InferOutputTensor 

type ModelInferResponse_InferOutputTensor struct {

	// The tensor name.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// The tensor data type.
	Datatype string `protobuf:"bytes,2,opt,name=datatype,proto3" json:"datatype,omitempty"`
	// The tensor shape.
	Shape []int64 `protobuf:"varint,3,rep,packed,name=shape,proto3" json:"shape,omitempty"`
	// Optional output tensor parameters.
	Parameters map[string]*InferParameter `` /* 161-byte string literal not displayed */
	// The tensor contents using a data-type format. This field must
	// not be specified if "raw" tensor contents are being used for
	// the inference response.
	Contents *InferTensorContents `protobuf:"bytes,5,opt,name=contents,proto3" json:"contents,omitempty"`
	// contains filtered or unexported fields
}

An output tensor returned for an inference request.

func (*ModelInferResponse_InferOutputTensor) Descriptor deprecated 

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

Deprecated: Use ModelInferResponse_InferOutputTensor.ProtoReflect.Descriptor instead.

func (*ModelInferResponse_InferOutputTensor) GetContents 

func (x *ModelInferResponse_InferOutputTensor) GetContents() *InferTensorContents

func (*ModelInferResponse_InferOutputTensor) GetDatatype 

func (x *ModelInferResponse_InferOutputTensor) GetDatatype() string

func (*ModelInferResponse_InferOutputTensor) GetName 

func (x *ModelInferResponse_InferOutputTensor) GetName() string

func (*ModelInferResponse_InferOutputTensor) GetParameters 

func (x *ModelInferResponse_InferOutputTensor) GetParameters() map[string]*InferParameter

func (*ModelInferResponse_InferOutputTensor) GetShape 

func (x *ModelInferResponse_InferOutputTensor) GetShape() []int64

func (*ModelInferResponse_InferOutputTensor) ProtoMessage 

func (*ModelInferResponse_InferOutputTensor) ProtoMessage()

func (*ModelInferResponse_InferOutputTensor) ProtoReflect 

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

func (*ModelInferResponse_InferOutputTensor) Reset 

func (x *ModelInferResponse_InferOutputTensor) Reset()

func (*ModelInferResponse_InferOutputTensor) String 

func (x *ModelInferResponse_InferOutputTensor) String() string

type ModelInfo 

type ModelInfo struct {
	Namespace          string  `protobuf:"bytes,1,opt,name=namespace,proto3" json:"namespace,omitempty"`
	Name               string  `protobuf:"bytes,2,opt,name=name,proto3" json:"name,omitempty"`                       // the model name
	Version            string  `protobuf:"bytes,3,opt,name=version,proto3" json:"version,omitempty"`                 // the model name space
	Product            string  `protobuf:"bytes,4,opt,name=product,proto3" json:"product,omitempty"`                 // the model name
	TrainingMetric     string  `protobuf:"bytes,5,opt,name=trainingMetric,proto3" json:"trainingMetric,omitempty"`   // the model name space
	TrainingScore      float32 `protobuf:"fixed32,6,opt,name=trainingScore,proto3" json:"trainingScore,omitempty"`   // the model name space
	Status             string  `protobuf:"bytes,7,opt,name=status,proto3" json:"status,omitempty"`                   // model status
	Canary             bool    `protobuf:"varint,8,opt,name=canary,proto3" json:"canary,omitempty"`                  // true if this is a canary model
	Shadow             bool    `protobuf:"varint,9,opt,name=shadow,proto3" json:"shadow,omitempty"`                  // is this a shadow model
	Traffic            float32 `protobuf:"fixed32,10,opt,name=traffic,proto3" json:"traffic,omitempty"`              // how much traffic is allocated to this model (0 -100)
	Filter             string  `protobuf:"bytes,11,opt,name=filter,proto3" json:"filter,omitempty"`                  // the filter (a boolean expression involving the model)
	Rank               int64   `protobuf:"varint,12,opt,name=rank,proto3" json:"rank,omitempty"`                     // the model rank when making a prediction.
	LogPath            string  `protobuf:"bytes,13,opt,name=logPath,proto3" json:"logPath,omitempty"`                // the location of the model prediction log file
	P95                float32 `protobuf:"fixed32,14,opt,name=p95,proto3" json:"p95,omitempty"`                      // The 95 percent latency
	P99                float32 `protobuf:"fixed32,15,opt,name=p99,proto3" json:"p99,omitempty"`                      // The 99 percent latency
	LastPrediction     int64   `protobuf:"varint,16,opt,name=lastPrediction,proto3" json:"lastPrediction,omitempty"` // The last prediction time
	DailyPredictionAvg int32   `protobuf:"varint,17,opt,name=dailyPredictionAvg,proto3" json:"dailyPredictionAvg,omitempty"`
	// contains filtered or unexported fields
}

func (*ModelInfo) Descriptor deprecated 

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

Deprecated: Use ModelInfo.ProtoReflect.Descriptor instead.

func (*ModelInfo) GetCanary 

func (x *ModelInfo) GetCanary() bool

func (*ModelInfo) GetDailyPredictionAvg 

func (x *ModelInfo) GetDailyPredictionAvg() int32

func (*ModelInfo) GetFilter 

func (x *ModelInfo) GetFilter() string

func (*ModelInfo) GetLastPrediction 

func (x *ModelInfo) GetLastPrediction() int64

func (*ModelInfo) GetLogPath 

func (x *ModelInfo) GetLogPath() string

func (*ModelInfo) GetName 

func (x *ModelInfo) GetName() string

func (*ModelInfo) GetNamespace added in v0.4.438 

func (x *ModelInfo) GetNamespace() string

func (*ModelInfo) GetP95 

func (x *ModelInfo) GetP95() float32

func (*ModelInfo) GetP99 

func (x *ModelInfo) GetP99() float32

func (*ModelInfo) GetProduct 

func (x *ModelInfo) GetProduct() string

func (*ModelInfo) GetRank 

func (x *ModelInfo) GetRank() int64

func (*ModelInfo) GetShadow 

func (x *ModelInfo) GetShadow() bool

func (*ModelInfo) GetStatus 

func (x *ModelInfo) GetStatus() string

func (*ModelInfo) GetTraffic 

func (x *ModelInfo) GetTraffic() float32

func (*ModelInfo) GetTrainingMetric 

func (x *ModelInfo) GetTrainingMetric() string

func (*ModelInfo) GetTrainingScore 

func (x *ModelInfo) GetTrainingScore() float32

func (*ModelInfo) GetVersion 

func (x *ModelInfo) GetVersion() string

func (*ModelInfo) ProtoMessage 

func (*ModelInfo) ProtoMessage()

func (*ModelInfo) ProtoReflect 

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

func (*ModelInfo) Reset 

func (x *ModelInfo) Reset()

func (*ModelInfo) String 

func (x *ModelInfo) String() string

type ModelMetadataRequest 

type ModelMetadataRequest struct {

	// The name of the model.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// The version of the model to check for readiness. If not given the
	// server will choose a version based on the model and internal policy.
	Version string `protobuf:"bytes,2,opt,name=version,proto3" json:"version,omitempty"`
	// contains filtered or unexported fields
}

func (*ModelMetadataRequest) Descriptor deprecated 

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

Deprecated: Use ModelMetadataRequest.ProtoReflect.Descriptor instead.

func (*ModelMetadataRequest) GetName 

func (x *ModelMetadataRequest) GetName() string

func (*ModelMetadataRequest) GetVersion 

func (x *ModelMetadataRequest) GetVersion() string

func (*ModelMetadataRequest) ProtoMessage 

func (*ModelMetadataRequest) ProtoMessage()

func (*ModelMetadataRequest) ProtoReflect 

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

func (*ModelMetadataRequest) Reset 

func (x *ModelMetadataRequest) Reset()

func (*ModelMetadataRequest) String 

func (x *ModelMetadataRequest) String() string

type ModelMetadataResponse 

type ModelMetadataResponse struct {

	// The model name.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// The versions of the model available on the server.
	Versions []string `protobuf:"bytes,2,rep,name=versions,proto3" json:"versions,omitempty"`
	// The model's platform. See Platforms.
	Platform string `protobuf:"bytes,3,opt,name=platform,proto3" json:"platform,omitempty"`
	// The model's inputs.
	Inputs []*ModelMetadataResponse_TensorMetadata `protobuf:"bytes,4,rep,name=inputs,proto3" json:"inputs,omitempty"`
	// The model's outputs.
	Outputs []*ModelMetadataResponse_TensorMetadata `protobuf:"bytes,5,rep,name=outputs,proto3" json:"outputs,omitempty"`
	// contains filtered or unexported fields
}

func (*ModelMetadataResponse) Descriptor deprecated 

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

Deprecated: Use ModelMetadataResponse.ProtoReflect.Descriptor instead.

func (*ModelMetadataResponse) GetInputs 

func (x *ModelMetadataResponse) GetInputs() []*ModelMetadataResponse_TensorMetadata

func (*ModelMetadataResponse) GetName 

func (x *ModelMetadataResponse) GetName() string

func (*ModelMetadataResponse) GetOutputs 

func (x *ModelMetadataResponse) GetOutputs() []*ModelMetadataResponse_TensorMetadata

func (*ModelMetadataResponse) GetPlatform 

func (x *ModelMetadataResponse) GetPlatform() string

func (*ModelMetadataResponse) GetVersions 

func (x *ModelMetadataResponse) GetVersions() []string

func (*ModelMetadataResponse) ProtoMessage 

func (*ModelMetadataResponse) ProtoMessage()

func (*ModelMetadataResponse) ProtoReflect 

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

func (*ModelMetadataResponse) Reset 

func (x *ModelMetadataResponse) Reset()

func (*ModelMetadataResponse) String 

func (x *ModelMetadataResponse) String() string

type ModelMetadataResponse_TensorMetadata 

type ModelMetadataResponse_TensorMetadata struct {

	// The tensor name.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// The tensor data type.
	Datatype string `protobuf:"bytes,2,opt,name=datatype,proto3" json:"datatype,omitempty"`
	// The tensor shape. A variable-size dimension is represented
	// by a -1 value.
	Shape []int64 `protobuf:"varint,3,rep,packed,name=shape,proto3" json:"shape,omitempty"`
	// contains filtered or unexported fields
}

Metadata for a tensor.

func (*ModelMetadataResponse_TensorMetadata) Descriptor deprecated 

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

Deprecated: Use ModelMetadataResponse_TensorMetadata.ProtoReflect.Descriptor instead.

func (*ModelMetadataResponse_TensorMetadata) GetDatatype 

func (x *ModelMetadataResponse_TensorMetadata) GetDatatype() string

func (*ModelMetadataResponse_TensorMetadata) GetName 

func (x *ModelMetadataResponse_TensorMetadata) GetName() string

func (*ModelMetadataResponse_TensorMetadata) GetShape 

func (x *ModelMetadataResponse_TensorMetadata) GetShape() []int64

func (*ModelMetadataResponse_TensorMetadata) ProtoMessage 

func (*ModelMetadataResponse_TensorMetadata) ProtoMessage()

func (*ModelMetadataResponse_TensorMetadata) ProtoReflect 

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

func (*ModelMetadataResponse_TensorMetadata) Reset 

func (x *ModelMetadataResponse_TensorMetadata) Reset()

func (*ModelMetadataResponse_TensorMetadata) String 

func (x *ModelMetadataResponse_TensorMetadata) String() string

type ModelReadyRequest 

type ModelReadyRequest struct {

	// The name of the model to check for readiness.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// The version of the model to check for readiness. If not given the
	// server will choose a version based on the model and internal policy.
	Version string `protobuf:"bytes,2,opt,name=version,proto3" json:"version,omitempty"`
	// contains filtered or unexported fields
}

func (*ModelReadyRequest) Descriptor deprecated 

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

Deprecated: Use ModelReadyRequest.ProtoReflect.Descriptor instead.

func (*ModelReadyRequest) GetName 

func (x *ModelReadyRequest) GetName() string

func (*ModelReadyRequest) GetVersion 

func (x *ModelReadyRequest) GetVersion() string

func (*ModelReadyRequest) ProtoMessage 

func (*ModelReadyRequest) ProtoMessage()

func (*ModelReadyRequest) ProtoReflect 

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

func (*ModelReadyRequest) Reset 

func (x *ModelReadyRequest) Reset()

func (*ModelReadyRequest) String 

func (x *ModelReadyRequest) String() string

type ModelReadyResponse 

type ModelReadyResponse struct {

	// True if the model is ready, false if not ready.
	Ready bool `protobuf:"varint,1,opt,name=ready,proto3" json:"ready,omitempty"`
	// contains filtered or unexported fields
}

func (*ModelReadyResponse) Descriptor deprecated 

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

Deprecated: Use ModelReadyResponse.ProtoReflect.Descriptor instead.

func (*ModelReadyResponse) GetReady 

func (x *ModelReadyResponse) GetReady() bool

func (*ModelReadyResponse) ProtoMessage 

func (*ModelReadyResponse) ProtoMessage()

func (*ModelReadyResponse) ProtoReflect 

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

func (*ModelReadyResponse) Reset 

func (x *ModelReadyResponse) Reset()

func (*ModelReadyResponse) String 

func (x *ModelReadyResponse) String() string

type PredictRequest 

type PredictRequest struct {
	Predictor    string   `protobuf:"bytes,1,opt,name=predictor,proto3" json:"predictor,omitempty"`
	Validate     bool     `protobuf:"varint,2,opt,name=validate,proto3" json:"validate,omitempty"`        // use the schema to validate the request
	Explain      bool     `protobuf:"varint,3,opt,name=explain,proto3" json:"explain,omitempty"`          // if true, explain the prediction using shap.
	Format       string   `protobuf:"bytes,4,opt,name=format,proto3" json:"format,omitempty"`             // can be csv,json.
	Payload      string   `protobuf:"bytes,5,opt,name=payload,proto3" json:"payload,omitempty"`           // json or csv array of rows.
	Labeled      bool     `protobuf:"varint,6,opt,name=labeled,proto3" json:"labeled,omitempty"`          // indicate that this is labeled prediction
	Metrics      []string `protobuf:"bytes,7,rep,name=metrics,proto3" json:"metrics,omitempty"`           // one or more metrics to use when evaluating labeled prediction
	Modelversion string   `protobuf:"bytes,8,opt,name=modelversion,proto3" json:"modelversion,omitempty"` // the version of the model, if empty use any model
	// contains filtered or unexported fields
}

func (*PredictRequest) Descriptor deprecated 

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

Deprecated: Use PredictRequest.ProtoReflect.Descriptor instead.

func (*PredictRequest) GetExplain 

func (x *PredictRequest) GetExplain() bool

func (*PredictRequest) GetFormat 

func (x *PredictRequest) GetFormat() string

func (*PredictRequest) GetLabeled 

func (x *PredictRequest) GetLabeled() bool

func (*PredictRequest) GetMetrics 

func (x *PredictRequest) GetMetrics() []string

func (*PredictRequest) GetModelversion added in v0.4.866 

func (x *PredictRequest) GetModelversion() string

func (*PredictRequest) GetPayload 

func (x *PredictRequest) GetPayload() string

func (*PredictRequest) GetPredictor added in v0.4.682 

func (x *PredictRequest) GetPredictor() string

func (*PredictRequest) GetValidate 

func (x *PredictRequest) GetValidate() bool

func (*PredictRequest) ProtoMessage 

func (*PredictRequest) ProtoMessage()

func (*PredictRequest) ProtoReflect 

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

func (*PredictRequest) Reset 

func (x *PredictRequest) Reset()

func (*PredictRequest) String 

func (x *PredictRequest) String() string

type PredictResponse 

type PredictResponse struct {
	Items  []*PredictResultLineItem `protobuf:"bytes,1,rep,name=items,proto3" json:"items,omitempty"`
	Scores map[string]float32       `` /* 155-byte string literal not displayed */
	// contains filtered or unexported fields
}

func (*PredictResponse) Descriptor deprecated 

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

Deprecated: Use PredictResponse.ProtoReflect.Descriptor instead.

func (*PredictResponse) GetItems 

func (x *PredictResponse) GetItems() []*PredictResultLineItem

func (*PredictResponse) GetScores 

func (x *PredictResponse) GetScores() map[string]float32

func (*PredictResponse) ProtoMessage 

func (*PredictResponse) ProtoMessage()

func (*PredictResponse) ProtoReflect 

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

func (*PredictResponse) Reset 

func (x *PredictResponse) Reset()

func (*PredictResponse) String 

func (x *PredictResponse) String() string

type PredictResultLineItem 

type PredictResultLineItem struct {
	Success        bool                `protobuf:"varint,1,opt,name=success,proto3" json:"success,omitempty"`              // success or failure
	Score          float32             `protobuf:"fixed32,2,opt,name=score,proto3" json:"score,omitempty"`                 // the predicted value
	Label          string              `protobuf:"bytes,3,opt,name=label,proto3" json:"label,omitempty"`                   // the predictor label in case of classification
	Probabilities  []*ProbabilityValue `protobuf:"bytes,4,rep,name=probabilities,proto3" json:"probabilities,omitempty"`   // the proba predictions
	MissingColumns []string            `protobuf:"bytes,5,rep,name=missingColumns,proto3" json:"missingColumns,omitempty"` // list of missing columns
	OutOfBound     []string            `protobuf:"bytes,6,rep,name=outOfBound,proto3" json:"outOfBound,omitempty"`         // list of out of bounds columns
	BaseShapValue  float32             `protobuf:"fixed32,7,opt,name=baseShapValue,proto3" json:"baseShapValue,omitempty"`
	ShapValues     []*ShapValue        `protobuf:"bytes,8,rep,name=shapValues,proto3" json:"shapValues,omitempty"`
	Probability    float32             `protobuf:"fixed32,9,opt,name=probability,proto3" json:"probability,omitempty"` // probably of the label
	// contains filtered or unexported fields
}

func (*PredictResultLineItem) Descriptor deprecated 

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

Deprecated: Use PredictResultLineItem.ProtoReflect.Descriptor instead.

func (*PredictResultLineItem) GetBaseShapValue 

func (x *PredictResultLineItem) GetBaseShapValue() float32

func (*PredictResultLineItem) GetLabel 

func (x *PredictResultLineItem) GetLabel() string

func (*PredictResultLineItem) GetMissingColumns 

func (x *PredictResultLineItem) GetMissingColumns() []string

func (*PredictResultLineItem) GetOutOfBound 

func (x *PredictResultLineItem) GetOutOfBound() []string

func (*PredictResultLineItem) GetProbabilities 

func (x *PredictResultLineItem) GetProbabilities() []*ProbabilityValue

func (*PredictResultLineItem) GetProbability added in v0.5.526 

func (x *PredictResultLineItem) GetProbability() float32

func (*PredictResultLineItem) GetScore 

func (x *PredictResultLineItem) GetScore() float32

func (*PredictResultLineItem) GetShapValues 

func (x *PredictResultLineItem) GetShapValues() []*ShapValue

func (*PredictResultLineItem) GetSuccess 

func (x *PredictResultLineItem) GetSuccess() bool

func (*PredictResultLineItem) ProtoMessage 

func (*PredictResultLineItem) ProtoMessage()

func (*PredictResultLineItem) ProtoReflect 

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

func (*PredictResultLineItem) Reset 

func (x *PredictResultLineItem) Reset()

func (*PredictResultLineItem) String 

func (x *PredictResultLineItem) String() string

type PredictorInfo 

type PredictorInfo struct {
	Namespace string       `protobuf:"bytes,1,opt,name=namespace,proto3" json:"namespace,omitempty"` // the namespace of the predictor
	Name      string       `protobuf:"bytes,2,opt,name=name,proto3" json:"name,omitempty"`           // the name of the predictor
	Task      string       `protobuf:"bytes,3,opt,name=task,proto3" json:"task,omitempty"`           // the machine learning task (binary classification / multi classification / regression)
	Models    []*ModelInfo `protobuf:"bytes,4,rep,name=models,proto3" json:"models,omitempty"`       // the models in the predictor
	Schema    *SchemaInfo  `protobuf:"bytes,5,opt,name=schema,proto3" json:"schema,omitempty"`       // the predictor schema.
	// contains filtered or unexported fields
}

func (*PredictorInfo) Descriptor deprecated 

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

Deprecated: Use PredictorInfo.ProtoReflect.Descriptor instead.

func (*PredictorInfo) GetModels 

func (x *PredictorInfo) GetModels() []*ModelInfo

func (*PredictorInfo) GetName 

func (x *PredictorInfo) GetName() string

func (*PredictorInfo) GetNamespace added in v0.4.438 

func (x *PredictorInfo) GetNamespace() string

func (*PredictorInfo) GetSchema 

func (x *PredictorInfo) GetSchema() *SchemaInfo

func (*PredictorInfo) GetTask 

func (x *PredictorInfo) GetTask() string

func (*PredictorInfo) ProtoMessage 

func (*PredictorInfo) ProtoMessage()

func (*PredictorInfo) ProtoReflect 

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

func (*PredictorInfo) Reset 

func (x *PredictorInfo) Reset()

func (*PredictorInfo) String 

func (x *PredictorInfo) String() string

type ProbabilityValue 

type ProbabilityValue struct {
	Label       string  `protobuf:"bytes,1,opt,name=label,proto3" json:"label,omitempty"`
	Probability float32 `protobuf:"fixed32,2,opt,name=probability,proto3" json:"probability,omitempty"`
	// contains filtered or unexported fields
}

return the proba value for each label

func (*ProbabilityValue) Descriptor deprecated 

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

Deprecated: Use ProbabilityValue.ProtoReflect.Descriptor instead.

func (*ProbabilityValue) GetLabel 

func (x *ProbabilityValue) GetLabel() string

func (*ProbabilityValue) GetProbability 

func (x *ProbabilityValue) GetProbability() float32

func (*ProbabilityValue) ProtoMessage 

func (*ProbabilityValue) ProtoMessage()

func (*ProbabilityValue) ProtoReflect 

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

func (*ProbabilityValue) Reset 

func (x *ProbabilityValue) Reset()

func (*ProbabilityValue) String 

func (x *ProbabilityValue) String() string

type SchemaInfo 

type SchemaInfo struct {
	Columns []*ColumnInfo `protobuf:"bytes,1,rep,name=columns,proto3" json:"columns,omitempty"` // the schema column
	// contains filtered or unexported fields
}

Represent the predictor schema. Used for prediction validation

func (*SchemaInfo) Descriptor deprecated 

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

Deprecated: Use SchemaInfo.ProtoReflect.Descriptor instead.

func (*SchemaInfo) GetColumns 

func (x *SchemaInfo) GetColumns() []*ColumnInfo

func (*SchemaInfo) ProtoMessage 

func (*SchemaInfo) ProtoMessage()

func (*SchemaInfo) ProtoReflect 

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

func (*SchemaInfo) Reset 

func (x *SchemaInfo) Reset()

func (*SchemaInfo) String 

func (x *SchemaInfo) String() string

type ServerLiveRequest 

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

func (*ServerLiveRequest) Descriptor deprecated 

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

Deprecated: Use ServerLiveRequest.ProtoReflect.Descriptor instead.

func (*ServerLiveRequest) ProtoMessage 

func (*ServerLiveRequest) ProtoMessage()

func (*ServerLiveRequest) ProtoReflect 

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

func (*ServerLiveRequest) Reset 

func (x *ServerLiveRequest) Reset()

func (*ServerLiveRequest) String 

func (x *ServerLiveRequest) String() string

type ServerLiveResponse 

type ServerLiveResponse struct {

	// True if the inference server is live, false if not live.
	Live bool `protobuf:"varint,1,opt,name=live,proto3" json:"live,omitempty"`
	// contains filtered or unexported fields
}

func (*ServerLiveResponse) Descriptor deprecated 

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

Deprecated: Use ServerLiveResponse.ProtoReflect.Descriptor instead.

func (*ServerLiveResponse) GetLive 

func (x *ServerLiveResponse) GetLive() bool

func (*ServerLiveResponse) ProtoMessage 

func (*ServerLiveResponse) ProtoMessage()

func (*ServerLiveResponse) ProtoReflect 

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

func (*ServerLiveResponse) Reset 

func (x *ServerLiveResponse) Reset()

func (*ServerLiveResponse) String 

func (x *ServerLiveResponse) String() string

type ServerMetadataRequest 

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

func (*ServerMetadataRequest) Descriptor deprecated 

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

Deprecated: Use ServerMetadataRequest.ProtoReflect.Descriptor instead.

func (*ServerMetadataRequest) ProtoMessage 

func (*ServerMetadataRequest) ProtoMessage()

func (*ServerMetadataRequest) ProtoReflect 

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

func (*ServerMetadataRequest) Reset 

func (x *ServerMetadataRequest) Reset()

func (*ServerMetadataRequest) String 

func (x *ServerMetadataRequest) String() string

type ServerMetadataResponse 

type ServerMetadataResponse struct {

	// The server name.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// The server version.
	Version string `protobuf:"bytes,2,opt,name=version,proto3" json:"version,omitempty"`
	// The extensions supported by the server.
	Extensions []string `protobuf:"bytes,3,rep,name=extensions,proto3" json:"extensions,omitempty"`
	// contains filtered or unexported fields
}

func (*ServerMetadataResponse) Descriptor deprecated 

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

Deprecated: Use ServerMetadataResponse.ProtoReflect.Descriptor instead.

func (*ServerMetadataResponse) GetExtensions 

func (x *ServerMetadataResponse) GetExtensions() []string

func (*ServerMetadataResponse) GetName 

func (x *ServerMetadataResponse) GetName() string

func (*ServerMetadataResponse) GetVersion 

func (x *ServerMetadataResponse) GetVersion() string

func (*ServerMetadataResponse) ProtoMessage 

func (*ServerMetadataResponse) ProtoMessage()

func (*ServerMetadataResponse) ProtoReflect 

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

func (*ServerMetadataResponse) Reset 

func (x *ServerMetadataResponse) Reset()

func (*ServerMetadataResponse) String 

func (x *ServerMetadataResponse) String() string

type ServerReadyRequest 

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

func (*ServerReadyRequest) Descriptor deprecated 

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

Deprecated: Use ServerReadyRequest.ProtoReflect.Descriptor instead.

func (*ServerReadyRequest) ProtoMessage 

func (*ServerReadyRequest) ProtoMessage()

func (*ServerReadyRequest) ProtoReflect 

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

func (*ServerReadyRequest) Reset 

func (x *ServerReadyRequest) Reset()

func (*ServerReadyRequest) String 

func (x *ServerReadyRequest) String() string

type ServerReadyResponse 

type ServerReadyResponse struct {

	// True if the inference server is ready, false if not ready.
	Ready bool `protobuf:"varint,1,opt,name=ready,proto3" json:"ready,omitempty"`
	// contains filtered or unexported fields
}

func (*ServerReadyResponse) Descriptor deprecated 

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

Deprecated: Use ServerReadyResponse.ProtoReflect.Descriptor instead.

func (*ServerReadyResponse) GetReady 

func (x *ServerReadyResponse) GetReady() bool

func (*ServerReadyResponse) ProtoMessage 

func (*ServerReadyResponse) ProtoMessage()

func (*ServerReadyResponse) ProtoReflect 

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

func (*ServerReadyResponse) Reset 

func (x *ServerReadyResponse) Reset()

func (*ServerReadyResponse) String 

func (x *ServerReadyResponse) String() string

type ServerShutdownRequest added in v0.4.646 

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

func (*ServerShutdownRequest) Descriptor deprecated added in v0.4.646 

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

Deprecated: Use ServerShutdownRequest.ProtoReflect.Descriptor instead.

func (*ServerShutdownRequest) ProtoMessage added in v0.4.646 

func (*ServerShutdownRequest) ProtoMessage()

func (*ServerShutdownRequest) ProtoReflect added in v0.4.646 

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

func (*ServerShutdownRequest) Reset added in v0.4.646 

func (x *ServerShutdownRequest) Reset()

func (*ServerShutdownRequest) String added in v0.4.646 

func (x *ServerShutdownRequest) String() string

type ServerShutdownResponse added in v0.4.646 

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

func (*ServerShutdownResponse) Descriptor deprecated added in v0.4.646 

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

Deprecated: Use ServerShutdownResponse.ProtoReflect.Descriptor instead.

func (*ServerShutdownResponse) ProtoMessage added in v0.4.646 

func (*ServerShutdownResponse) ProtoMessage()

func (*ServerShutdownResponse) ProtoReflect added in v0.4.646 

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

func (*ServerShutdownResponse) Reset added in v0.4.646 

func (x *ServerShutdownResponse) Reset()

func (*ServerShutdownResponse) String added in v0.4.646 

func (x *ServerShutdownResponse) String() string

type ShapValue 

type ShapValue struct {
	Feature string  `protobuf:"bytes,1,opt,name=feature,proto3" json:"feature,omitempty"`
	Value   float32 `protobuf:"fixed32,2,opt,name=value,proto3" json:"value,omitempty"`
	// contains filtered or unexported fields
}

func (*ShapValue) Descriptor deprecated 

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

Deprecated: Use ShapValue.ProtoReflect.Descriptor instead.

func (*ShapValue) GetFeature 

func (x *ShapValue) GetFeature() string

func (*ShapValue) GetValue 

func (x *ShapValue) GetValue() float32

func (*ShapValue) ProtoMessage 

func (*ShapValue) ProtoMessage()

func (*ShapValue) ProtoReflect 

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

func (*ShapValue) Reset 

func (x *ShapValue) Reset()

func (*ShapValue) String 

func (x *ShapValue) String() string

type UnimplementedGRPCInferenceServiceServer 

type UnimplementedGRPCInferenceServiceServer struct {
}

UnimplementedGRPCInferenceServiceServer must be embedded to have forward compatible implementations.

func (UnimplementedGRPCInferenceServiceServer) GetModel 

func (UnimplementedGRPCInferenceServiceServer) GetModel(context.Context, *GetModelRequest) (*GetModelResponse, error)

func (UnimplementedGRPCInferenceServiceServer) GetPredictor 

func (UnimplementedGRPCInferenceServiceServer) GetPredictor(context.Context, *GetPredictorRequest) (*GetPredictorResponse, error)

func (UnimplementedGRPCInferenceServiceServer) ModelInfer 

func (UnimplementedGRPCInferenceServiceServer) ModelInfer(context.Context, *ModelInferRequest) (*ModelInferResponse, error)

func (UnimplementedGRPCInferenceServiceServer) ModelMetadata 

func (UnimplementedGRPCInferenceServiceServer) ModelMetadata(context.Context, *ModelMetadataRequest) (*ModelMetadataResponse, error)

func (UnimplementedGRPCInferenceServiceServer) ModelReady 

func (UnimplementedGRPCInferenceServiceServer) ModelReady(context.Context, *ModelReadyRequest) (*ModelReadyResponse, error)

func (UnimplementedGRPCInferenceServiceServer) Predict 

func (UnimplementedGRPCInferenceServiceServer) Predict(context.Context, *PredictRequest) (*PredictResponse, error)

func (UnimplementedGRPCInferenceServiceServer) ServerLive 

func (UnimplementedGRPCInferenceServiceServer) ServerLive(context.Context, *ServerLiveRequest) (*ServerLiveResponse, error)

func (UnimplementedGRPCInferenceServiceServer) ServerMetadata 

func (UnimplementedGRPCInferenceServiceServer) ServerMetadata(context.Context, *ServerMetadataRequest) (*ServerMetadataResponse, error)

func (UnimplementedGRPCInferenceServiceServer) ServerReady 

func (UnimplementedGRPCInferenceServiceServer) ServerReady(context.Context, *ServerReadyRequest) (*ServerReadyResponse, error)

func (UnimplementedGRPCInferenceServiceServer) Shutdown added in v0.4.646 

func (UnimplementedGRPCInferenceServiceServer) Shutdown(context.Context, *ServerShutdownRequest) (*ServerShutdownResponse, error)

type UnsafeGRPCInferenceServiceServer added in v0.4.687 

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

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

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