prediction

package
v0.3.0 Latest Latest
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 Go to latest Published: Mar 26, 2019 License: BSD-3-Clause Imports: 12 Imported by: 0

Documentation

Overview

Package prediction provides access to the Prediction API.

See https://developers.google.com/prediction/docs/developer-guide

Usage example: 

import "google.golang.org/api/prediction/v1.2"
...
predictionService, err := prediction.New(oauthHttpClient)

Index

Constants

View Source 
const (
	// Manage your data and permissions in Google Cloud Storage
	DevstorageFullControlScope = "https://www.googleapis.com/auth/devstorage.full_control"

	// View your data in Google Cloud Storage
	DevstorageReadOnlyScope = "https://www.googleapis.com/auth/devstorage.read_only"

	// Manage your data in Google Cloud Storage
	DevstorageReadWriteScope = "https://www.googleapis.com/auth/devstorage.read_write"

	// Manage your data in the Google Prediction API
	PredictionScope = "https://www.googleapis.com/auth/prediction"
)

OAuth2 scopes used by this API.

Variables

This section is empty.

Functions

This section is empty.

Types

type HostedmodelsPredictCall 

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

func (*HostedmodelsPredictCall) Context 

func (c *HostedmodelsPredictCall) Context(ctx context.Context) *HostedmodelsPredictCall

Context sets the context to be used in this call's Do method. Any pending HTTP request will be aborted if the provided context is canceled.

func (*HostedmodelsPredictCall) Do 

func (c *HostedmodelsPredictCall) Do(opts ...googleapi.CallOption) (*Output, error)

Do executes the "prediction.hostedmodels.predict" call. Exactly one of *Output or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *Output.ServerResponse.Header or (if a response was returned at all) in error.(*googleapi.Error).Header. Use googleapi.IsNotModified to check whether the returned error was because http.StatusNotModified was returned.

func (*HostedmodelsPredictCall) Fields 

func (c *HostedmodelsPredictCall) Fields(s ...googleapi.Field) *HostedmodelsPredictCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*HostedmodelsPredictCall) Header 

func (c *HostedmodelsPredictCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

type HostedmodelsService 

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

func NewHostedmodelsService 

func NewHostedmodelsService(s *Service) *HostedmodelsService

func (*HostedmodelsService) Predict 

func (r *HostedmodelsService) Predict(hostedModelName string, input *Input) *HostedmodelsPredictCall

Predict: Submit input and request an output against a hosted model

type Input 

type Input struct {
	Input *InputInput `json:"input,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Input") to
	// unconditionally include in API requests. By default, fields with
	// empty values are omitted from API requests. However, any non-pointer,
	// non-interface field appearing in ForceSendFields will be sent to the
	// server regardless of whether the field is empty or not. This may be
	// used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Input") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

func (*Input) MarshalJSON 

func (s *Input) MarshalJSON() ([]byte, error)

type InputInput 

type InputInput struct {
	CsvInstance []interface{} `json:"csvInstance,omitempty"`

	// ForceSendFields is a list of field names (e.g. "CsvInstance") to
	// unconditionally include in API requests. By default, fields with
	// empty values are omitted from API requests. However, any non-pointer,
	// non-interface field appearing in ForceSendFields will be sent to the
	// server regardless of whether the field is empty or not. This may be
	// used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CsvInstance") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

func (*InputInput) MarshalJSON 

func (s *InputInput) MarshalJSON() ([]byte, error)

type Output 

type Output struct {
	Id string `json:"id,omitempty"`

	Kind string `json:"kind,omitempty"`

	OutputLabel string `json:"outputLabel,omitempty"`

	OutputMulti []*OutputOutputMulti `json:"outputMulti,omitempty"`

	OutputValue float64 `json:"outputValue,omitempty"`

	SelfLink string `json:"selfLink,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "Id") to
	// unconditionally include in API requests. By default, fields with
	// empty values are omitted from API requests. However, any non-pointer,
	// non-interface field appearing in ForceSendFields will be sent to the
	// server regardless of whether the field is empty or not. This may be
	// used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Id") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

func (*Output) MarshalJSON 

func (s *Output) MarshalJSON() ([]byte, error)

func (*Output) UnmarshalJSON 

func (s *Output) UnmarshalJSON(data []byte) error

type OutputOutputMulti 

type OutputOutputMulti struct {
	Label string `json:"label,omitempty"`

	Score float64 `json:"score,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Label") to
	// unconditionally include in API requests. By default, fields with
	// empty values are omitted from API requests. However, any non-pointer,
	// non-interface field appearing in ForceSendFields will be sent to the
	// server regardless of whether the field is empty or not. This may be
	// used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Label") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

func (*OutputOutputMulti) MarshalJSON 

func (s *OutputOutputMulti) MarshalJSON() ([]byte, error)

func (*OutputOutputMulti) UnmarshalJSON 

func (s *OutputOutputMulti) UnmarshalJSON(data []byte) error

type PredictCall 

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

func (*PredictCall) Context 

func (c *PredictCall) Context(ctx context.Context) *PredictCall

Context sets the context to be used in this call's Do method. Any pending HTTP request will be aborted if the provided context is canceled.

func (*PredictCall) Do 

func (c *PredictCall) Do(opts ...googleapi.CallOption) (*Output, error)

Do executes the "prediction.predict" call. Exactly one of *Output or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *Output.ServerResponse.Header or (if a response was returned at all) in error.(*googleapi.Error).Header. Use googleapi.IsNotModified to check whether the returned error was because http.StatusNotModified was returned.

func (*PredictCall) Fields 

func (c *PredictCall) Fields(s ...googleapi.Field) *PredictCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*PredictCall) Header 

func (c *PredictCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

type Service 

type Service struct {
	BasePath  string // API endpoint base URL
	UserAgent string // optional additional User-Agent fragment

	Hostedmodels *HostedmodelsService

	Training *TrainingService
	// contains filtered or unexported fields
}

func New 

func New(client *http.Client) (*Service, error)

func (*Service) Predict 

func (s *Service) Predict(data string, input *Input) *PredictCall

Predict: Submit data and request a prediction

type Training 

type Training struct {
	Id string `json:"id,omitempty"`

	Kind string `json:"kind,omitempty"`

	ModelInfo *TrainingModelInfo `json:"modelInfo,omitempty"`

	SelfLink string `json:"selfLink,omitempty"`

	TrainingStatus string `json:"trainingStatus,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "Id") to
	// unconditionally include in API requests. By default, fields with
	// empty values are omitted from API requests. However, any non-pointer,
	// non-interface field appearing in ForceSendFields will be sent to the
	// server regardless of whether the field is empty or not. This may be
	// used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Id") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

func (*Training) MarshalJSON 

func (s *Training) MarshalJSON() ([]byte, error)

type TrainingDeleteCall 

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

func (*TrainingDeleteCall) Context 

func (c *TrainingDeleteCall) Context(ctx context.Context) *TrainingDeleteCall

Context sets the context to be used in this call's Do method. Any pending HTTP request will be aborted if the provided context is canceled.

func (*TrainingDeleteCall) Do 

func (c *TrainingDeleteCall) Do(opts ...googleapi.CallOption) error

Do executes the "prediction.training.delete" call.

func (*TrainingDeleteCall) Fields 

func (c *TrainingDeleteCall) Fields(s ...googleapi.Field) *TrainingDeleteCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*TrainingDeleteCall) Header 

func (c *TrainingDeleteCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

type TrainingGetCall 

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

func (*TrainingGetCall) Context 

func (c *TrainingGetCall) Context(ctx context.Context) *TrainingGetCall

Context sets the context to be used in this call's Do method. Any pending HTTP request will be aborted if the provided context is canceled.

func (*TrainingGetCall) Do 

func (c *TrainingGetCall) Do(opts ...googleapi.CallOption) (*Training, error)

Do executes the "prediction.training.get" call. Exactly one of *Training or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *Training.ServerResponse.Header or (if a response was returned at all) in error.(*googleapi.Error).Header. Use googleapi.IsNotModified to check whether the returned error was because http.StatusNotModified was returned.

func (*TrainingGetCall) Fields 

func (c *TrainingGetCall) Fields(s ...googleapi.Field) *TrainingGetCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*TrainingGetCall) Header 

func (c *TrainingGetCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

func (*TrainingGetCall) IfNoneMatch 

func (c *TrainingGetCall) IfNoneMatch(entityTag string) *TrainingGetCall

IfNoneMatch sets the optional parameter which makes the operation fail if the object's ETag matches the given value. This is useful for getting updates only after the object has changed since the last request. Use googleapi.IsNotModified to check whether the response error from Do is the result of In-None-Match.

type TrainingInsertCall 

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

func (*TrainingInsertCall) Context 

func (c *TrainingInsertCall) Context(ctx context.Context) *TrainingInsertCall

Context sets the context to be used in this call's Do method. Any pending HTTP request will be aborted if the provided context is canceled.

func (*TrainingInsertCall) Data 

func (c *TrainingInsertCall) Data(data string) *TrainingInsertCall

Data sets the optional parameter "data": mybucket/mydata resource in Google Storage

func (*TrainingInsertCall) Do 

func (c *TrainingInsertCall) Do(opts ...googleapi.CallOption) (*Training, error)

Do executes the "prediction.training.insert" call. Exactly one of *Training or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *Training.ServerResponse.Header or (if a response was returned at all) in error.(*googleapi.Error).Header. Use googleapi.IsNotModified to check whether the returned error was because http.StatusNotModified was returned.

func (*TrainingInsertCall) Fields 

func (c *TrainingInsertCall) Fields(s ...googleapi.Field) *TrainingInsertCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*TrainingInsertCall) Header 

func (c *TrainingInsertCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

type TrainingModelInfo 

type TrainingModelInfo struct {
	ClassificationAccuracy float64 `json:"classificationAccuracy,omitempty"`

	MeanSquaredError float64 `json:"meanSquaredError,omitempty"`

	ModelType string `json:"modelType,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "ClassificationAccuracy") to unconditionally include in API requests.
	// By default, fields with empty values are omitted from API requests.
	// However, any non-pointer, non-interface field appearing in
	// ForceSendFields will be sent to the server regardless of whether the
	// field is empty or not. This may be used to include empty fields in
	// Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "ClassificationAccuracy")
	// to include in API requests with the JSON null value. By default,
	// fields with empty values are omitted from API requests. However, any
	// field with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

func (*TrainingModelInfo) MarshalJSON 

func (s *TrainingModelInfo) MarshalJSON() ([]byte, error)

func (*TrainingModelInfo) UnmarshalJSON 

func (s *TrainingModelInfo) UnmarshalJSON(data []byte) error

type TrainingService 

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

func NewTrainingService 

func NewTrainingService(s *Service) *TrainingService

func (*TrainingService) Delete 

func (r *TrainingService) Delete(data string) *TrainingDeleteCall

Delete: Delete a trained model

func (*TrainingService) Get 

func (r *TrainingService) Get(data string) *TrainingGetCall

Get: Check training status of your model

func (*TrainingService) Insert 

func (r *TrainingService) Insert(training *Training) *TrainingInsertCall

Insert: Begin training your model

func (*TrainingService) Update 

func (r *TrainingService) Update(data string, update *Update) *TrainingUpdateCall

Update: Add new data to a trained model

type TrainingUpdateCall 

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

func (*TrainingUpdateCall) Context 

func (c *TrainingUpdateCall) Context(ctx context.Context) *TrainingUpdateCall

Context sets the context to be used in this call's Do method. Any pending HTTP request will be aborted if the provided context is canceled.

func (*TrainingUpdateCall) Do 

func (c *TrainingUpdateCall) Do(opts ...googleapi.CallOption) (*Training, error)

Do executes the "prediction.training.update" call. Exactly one of *Training or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *Training.ServerResponse.Header or (if a response was returned at all) in error.(*googleapi.Error).Header. Use googleapi.IsNotModified to check whether the returned error was because http.StatusNotModified was returned.

func (*TrainingUpdateCall) Fields 

func (c *TrainingUpdateCall) Fields(s ...googleapi.Field) *TrainingUpdateCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*TrainingUpdateCall) Header 

func (c *TrainingUpdateCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

type Update 

type Update struct {
	// ClassLabel: The true class label of this instance
	ClassLabel string `json:"classLabel,omitempty"`

	// CsvInstance: The input features for this instance
	CsvInstance []interface{} `json:"csvInstance,omitempty"`

	// ForceSendFields is a list of field names (e.g. "ClassLabel") to
	// unconditionally include in API requests. By default, fields with
	// empty values are omitted from API requests. However, any non-pointer,
	// non-interface field appearing in ForceSendFields will be sent to the
	// server regardless of whether the field is empty or not. This may be
	// used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "ClassLabel") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

func (*Update) MarshalJSON 

func (s *Update) MarshalJSON() ([]byte, error)

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