ml_serving

package
v0.0.0-...-d1695c4 Latest Latest
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 Go to latest Published: Sep 29, 2021 License: Apache-2.0 Imports: 4 Imported by: 0

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Constants

This section is empty.

Variables

This section is empty.

Functions

This section is empty.

Types

type ModelSpec 

type ModelSpec struct {
	// Required servable name.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Optional version.
	Version int32 `protobuf:"varint,2,opt,name=version,proto3" json:"version,omitempty"`
	// A named signature to evaluate. If unspecified, the default signature will
	// be used.
	SignatureName        string   `protobuf:"bytes,3,opt,name=signature_name,json=signatureName,proto3" json:"signature_name,omitempty"`
	XXX_NoUnkeyedLiteral struct{} `json:"-"`
	XXX_unrecognized     []byte   `json:"-"`
	XXX_sizecache        int32    `json:"-"`
}

Metadata for an inference request such as the model name and version.

func (*ModelSpec) Descriptor 

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

func (*ModelSpec) GetName 

func (m *ModelSpec) GetName() string

func (*ModelSpec) GetSignatureName 

func (m *ModelSpec) GetSignatureName() string

func (*ModelSpec) GetVersion 

func (m *ModelSpec) GetVersion() int32

func (*ModelSpec) ProtoMessage 

func (*ModelSpec) ProtoMessage()

func (*ModelSpec) Reset 

func (m *ModelSpec) Reset()

func (*ModelSpec) String 

func (m *ModelSpec) String() string

func (*ModelSpec) XXX_DiscardUnknown 

func (m *ModelSpec) XXX_DiscardUnknown()

func (*ModelSpec) XXX_Marshal 

func (m *ModelSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*ModelSpec) XXX_Merge 

func (m *ModelSpec) XXX_Merge(src proto.Message)

func (*ModelSpec) XXX_Size 

func (m *ModelSpec) XXX_Size() int

func (*ModelSpec) XXX_Unmarshal 

func (m *ModelSpec) XXX_Unmarshal(b []byte) error

type PredictJSONData 

type PredictJSONData struct {
	// JSON inputs as string
	JsonString           []byte   `protobuf:"bytes,1,opt,name=json_string,json=jsonString,proto3" json:"json_string,omitempty"`
	XXX_NoUnkeyedLiteral struct{} `json:"-"`
	XXX_unrecognized     []byte   `json:"-"`
	XXX_sizecache        int32    `json:"-"`
}

func (*PredictJSONData) Descriptor 

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

func (*PredictJSONData) GetJsonString 

func (m *PredictJSONData) GetJsonString() []byte

func (*PredictJSONData) ProtoMessage 

func (*PredictJSONData) ProtoMessage()

func (*PredictJSONData) Reset 

func (m *PredictJSONData) Reset()

func (*PredictJSONData) String 

func (m *PredictJSONData) String() string

func (*PredictJSONData) XXX_DiscardUnknown 

func (m *PredictJSONData) XXX_DiscardUnknown()

func (*PredictJSONData) XXX_Marshal 

func (m *PredictJSONData) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*PredictJSONData) XXX_Merge 

func (m *PredictJSONData) XXX_Merge(src proto.Message)

func (*PredictJSONData) XXX_Size 

func (m *PredictJSONData) XXX_Size() int

func (*PredictJSONData) XXX_Unmarshal 

func (m *PredictJSONData) XXX_Unmarshal(b []byte) error

type PredictRequest 

type PredictRequest struct {
	// Model Specification. If version is not specified, will use the latest
	// (numerical) version.
	ModelSpec *ModelSpec `protobuf:"bytes,1,opt,name=model_spec,json=modelSpec,proto3" json:"model_spec,omitempty"`
	// Input tensors.
	// Names of input tensor are alias names. The mapping from aliases to real
	// input tensor names is stored in the SavedModel export as a prediction
	// SignatureDef under the 'inputs' field.
	Inputs map[string]*framework.TensorProto `` /* 153-byte string literal not displayed */
	// Output filter.
	// Names specified are alias names. The mapping from aliases to real output
	// tensor names is stored in the SavedModel export as a prediction
	// SignatureDef under the 'outputs' field.
	// Only tensors specified here will be run/fetched and returned, with the
	// exception that when none is specified, all tensors specified in the
	// named signature will be run/fetched and returned.
	OutputFilter         []string `protobuf:"bytes,3,rep,name=output_filter,json=outputFilter,proto3" json:"output_filter,omitempty"`
	XXX_NoUnkeyedLiteral struct{} `json:"-"`
	XXX_unrecognized     []byte   `json:"-"`
	XXX_sizecache        int32    `json:"-"`
}

func (*PredictRequest) Descriptor 

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

func (*PredictRequest) GetInputs 

func (m *PredictRequest) GetInputs() map[string]*framework.TensorProto

func (*PredictRequest) GetModelSpec 

func (m *PredictRequest) GetModelSpec() *ModelSpec

func (*PredictRequest) GetOutputFilter 

func (m *PredictRequest) GetOutputFilter() []string

func (*PredictRequest) ProtoMessage 

func (*PredictRequest) ProtoMessage()

func (*PredictRequest) Reset 

func (m *PredictRequest) Reset()

func (*PredictRequest) String 

func (m *PredictRequest) String() string

func (*PredictRequest) XXX_DiscardUnknown 

func (m *PredictRequest) XXX_DiscardUnknown()

func (*PredictRequest) XXX_Marshal 

func (m *PredictRequest) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*PredictRequest) XXX_Merge 

func (m *PredictRequest) XXX_Merge(src proto.Message)

func (*PredictRequest) XXX_Size 

func (m *PredictRequest) XXX_Size() int

func (*PredictRequest) XXX_Unmarshal 

func (m *PredictRequest) XXX_Unmarshal(b []byte) error

type PredictResponse 

type PredictResponse struct {
	// Effective Model Specification used to process PredictRequest.
	ModelSpec *ModelSpec `protobuf:"bytes,2,opt,name=model_spec,json=modelSpec,proto3" json:"model_spec,omitempty"`
	// Output tensors.
	Outputs              map[string]*framework.TensorProto `` /* 155-byte string literal not displayed */
	XXX_NoUnkeyedLiteral struct{}                          `json:"-"`
	XXX_unrecognized     []byte                            `json:"-"`
	XXX_sizecache        int32                             `json:"-"`
}

Response for PredictRequest on successful run.

func (*PredictResponse) Descriptor 

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

func (*PredictResponse) GetModelSpec 

func (m *PredictResponse) GetModelSpec() *ModelSpec

func (*PredictResponse) GetOutputs 

func (m *PredictResponse) GetOutputs() map[string]*framework.TensorProto

func (*PredictResponse) ProtoMessage 

func (*PredictResponse) ProtoMessage()

func (*PredictResponse) Reset 

func (m *PredictResponse) Reset()

func (*PredictResponse) String 

func (m *PredictResponse) String() string

func (*PredictResponse) XXX_DiscardUnknown 

func (m *PredictResponse) XXX_DiscardUnknown()

func (*PredictResponse) XXX_Marshal 

func (m *PredictResponse) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*PredictResponse) XXX_Merge 

func (m *PredictResponse) XXX_Merge(src proto.Message)

func (*PredictResponse) XXX_Size 

func (m *PredictResponse) XXX_Size() int

func (*PredictResponse) XXX_Unmarshal 

func (m *PredictResponse) XXX_Unmarshal(b []byte) error

type TestRequest 

type TestRequest struct {
	Message              string   `protobuf:"bytes,1,opt,name=message,proto3" json:"message,omitempty"`
	XXX_NoUnkeyedLiteral struct{} `json:"-"`
	XXX_unrecognized     []byte   `json:"-"`
	XXX_sizecache        int32    `json:"-"`
}

Test request

func (*TestRequest) Descriptor 

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

func (*TestRequest) GetMessage 

func (m *TestRequest) GetMessage() string

func (*TestRequest) ProtoMessage 

func (*TestRequest) ProtoMessage()

func (*TestRequest) Reset 

func (m *TestRequest) Reset()

func (*TestRequest) String 

func (m *TestRequest) String() string

func (*TestRequest) XXX_DiscardUnknown 

func (m *TestRequest) XXX_DiscardUnknown()

func (*TestRequest) XXX_Marshal 

func (m *TestRequest) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*TestRequest) XXX_Merge 

func (m *TestRequest) XXX_Merge(src proto.Message)

func (*TestRequest) XXX_Size 

func (m *TestRequest) XXX_Size() int

func (*TestRequest) XXX_Unmarshal 

func (m *TestRequest) XXX_Unmarshal(b []byte) error

type TestResponse 

type TestResponse struct {
	Message              string   `protobuf:"bytes,1,opt,name=message,proto3" json:"message,omitempty"`
	XXX_NoUnkeyedLiteral struct{} `json:"-"`
	XXX_unrecognized     []byte   `json:"-"`
	XXX_sizecache        int32    `json:"-"`
}

Test Response

func (*TestResponse) Descriptor 

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

func (*TestResponse) GetMessage 

func (m *TestResponse) GetMessage() string

func (*TestResponse) ProtoMessage 

func (*TestResponse) ProtoMessage()

func (*TestResponse) Reset 

func (m *TestResponse) Reset()

func (*TestResponse) String 

func (m *TestResponse) String() string

func (*TestResponse) XXX_DiscardUnknown 

func (m *TestResponse) XXX_DiscardUnknown()

func (*TestResponse) XXX_Marshal 

func (m *TestResponse) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*TestResponse) XXX_Merge 

func (m *TestResponse) XXX_Merge(src proto.Message)

func (*TestResponse) XXX_Size 

func (m *TestResponse) XXX_Size() int

func (*TestResponse) XXX_Unmarshal 

func (m *TestResponse) XXX_Unmarshal(b []byte) error

Source Files

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