language

package
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 Go to latest Published: Dec 7, 2023 License: BSD-3-Clause Imports: 16 Imported by: 0

Documentation

Overview

Package language provides access to the Cloud Natural Language API.

This package is DEPRECATED. Use package cloud.google.com/go/language/apiv1 instead.

For product documentation, see: https://cloud.google.com/natural-language/

Library status

These client libraries are officially supported by Google. However, this library is considered complete and is in maintenance mode. This means that we will address critical bugs and security issues but will not add any new features.

When possible, we recommend using our newer [Cloud Client Libraries for Go](https://pkg.go.dev/cloud.google.com/go) that are still actively being worked and iterated on.

Creating a client

Usage example: 

import "google.golang.org/api/language/v1"
...
ctx := context.Background()
languageService, err := language.NewService(ctx)

In this example, Google Application Default Credentials are used for authentication. For information on how to create and obtain Application Default Credentials, see https://developers.google.com/identity/protocols/application-default-credentials.

Other authentication options

By default, all available scopes (see "Constants") are used to authenticate. To restrict scopes, use google.golang.org/api/option.WithScopes: 

languageService, err := language.NewService(ctx, option.WithScopes(language.CloudPlatformScope))

To use an API key for authentication (note: some APIs do not support API keys), use google.golang.org/api/option.WithAPIKey: 

languageService, err := language.NewService(ctx, option.WithAPIKey("AIza..."))

To use an OAuth token (e.g., a user token obtained via a three-legged OAuth flow, use google.golang.org/api/option.WithTokenSource: 

config := &oauth2.Config{...}
// ...
token, err := config.Exchange(ctx, ...)
languageService, err := language.NewService(ctx, option.WithTokenSource(config.TokenSource(ctx, token)))

See google.golang.org/api/option.ClientOption for details on options.

Index

Constants

View Source 
const (
	// Apply machine learning models to reveal the structure and meaning of
	// text
	CloudLanguageScope = "https://www.googleapis.com/auth/cloud-language"

	// See, edit, configure, and delete your Google Cloud data and see the
	// email address for your Google Account.
	CloudPlatformScope = "https://www.googleapis.com/auth/cloud-platform"
)

OAuth2 scopes used by this API.

Variables

This section is empty.

Functions

This section is empty.

Types

type AnalyzeEntitiesRequest 

type AnalyzeEntitiesRequest struct {
	// Document: Required. Input document.
	Document *Document `json:"document,omitempty"`

	// EncodingType: The encoding type used by the API to calculate offsets.
	//
	// Possible values:
	//   "NONE" - If `EncodingType` is not specified, encoding-dependent
	// information (such as `begin_offset`) will be set at `-1`.
	//   "UTF8" - Encoding-dependent information (such as `begin_offset`) is
	// calculated based on the UTF-8 encoding of the input. C++ and Go are
	// examples of languages that use this encoding natively.
	//   "UTF16" - Encoding-dependent information (such as `begin_offset`)
	// is calculated based on the UTF-16 encoding of the input. Java and
	// JavaScript are examples of languages that use this encoding natively.
	//   "UTF32" - Encoding-dependent information (such as `begin_offset`)
	// is calculated based on the UTF-32 encoding of the input. Python is an
	// example of a language that uses this encoding natively.
	EncodingType string `json:"encodingType,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Document") to
	// unconditionally include in API requests. By default, fields with
	// empty or default 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. "Document") 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:"-"`
}

AnalyzeEntitiesRequest: The entity analysis request message.

func (*AnalyzeEntitiesRequest) MarshalJSON 

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

type AnalyzeEntitiesResponse 

type AnalyzeEntitiesResponse struct {
	// Entities: The recognized entities in the input document.
	Entities []*Entity `json:"entities,omitempty"`

	// Language: The language of the text, which will be the same as the
	// language specified in the request or, if not specified, the
	// automatically-detected language. See Document.language field for more
	// details.
	Language string `json:"language,omitempty"`

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

	// ForceSendFields is a list of field names (e.g. "Entities") to
	// unconditionally include in API requests. By default, fields with
	// empty or default 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. "Entities") 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:"-"`
}

AnalyzeEntitiesResponse: The entity analysis response message.

func (*AnalyzeEntitiesResponse) MarshalJSON 

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

type AnalyzeEntitySentimentRequest 

type AnalyzeEntitySentimentRequest struct {
	// Document: Required. Input document.
	Document *Document `json:"document,omitempty"`

	// EncodingType: The encoding type used by the API to calculate offsets.
	//
	// Possible values:
	//   "NONE" - If `EncodingType` is not specified, encoding-dependent
	// information (such as `begin_offset`) will be set at `-1`.
	//   "UTF8" - Encoding-dependent information (such as `begin_offset`) is
	// calculated based on the UTF-8 encoding of the input. C++ and Go are
	// examples of languages that use this encoding natively.
	//   "UTF16" - Encoding-dependent information (such as `begin_offset`)
	// is calculated based on the UTF-16 encoding of the input. Java and
	// JavaScript are examples of languages that use this encoding natively.
	//   "UTF32" - Encoding-dependent information (such as `begin_offset`)
	// is calculated based on the UTF-32 encoding of the input. Python is an
	// example of a language that uses this encoding natively.
	EncodingType string `json:"encodingType,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Document") to
	// unconditionally include in API requests. By default, fields with
	// empty or default 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. "Document") 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:"-"`
}

AnalyzeEntitySentimentRequest: The entity-level sentiment analysis request message.

func (*AnalyzeEntitySentimentRequest) MarshalJSON 

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

type AnalyzeEntitySentimentResponse 

type AnalyzeEntitySentimentResponse struct {
	// Entities: The recognized entities in the input document with
	// associated sentiments.
	Entities []*Entity `json:"entities,omitempty"`

	// Language: The language of the text, which will be the same as the
	// language specified in the request or, if not specified, the
	// automatically-detected language. See Document.language field for more
	// details.
	Language string `json:"language,omitempty"`

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

	// ForceSendFields is a list of field names (e.g. "Entities") to
	// unconditionally include in API requests. By default, fields with
	// empty or default 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. "Entities") 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:"-"`
}

AnalyzeEntitySentimentResponse: The entity-level sentiment analysis response message.

func (*AnalyzeEntitySentimentResponse) MarshalJSON 

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

type AnalyzeSentimentRequest 

type AnalyzeSentimentRequest struct {
	// Document: Required. Input document.
	Document *Document `json:"document,omitempty"`

	// EncodingType: The encoding type used by the API to calculate sentence
	// offsets.
	//
	// Possible values:
	//   "NONE" - If `EncodingType` is not specified, encoding-dependent
	// information (such as `begin_offset`) will be set at `-1`.
	//   "UTF8" - Encoding-dependent information (such as `begin_offset`) is
	// calculated based on the UTF-8 encoding of the input. C++ and Go are
	// examples of languages that use this encoding natively.
	//   "UTF16" - Encoding-dependent information (such as `begin_offset`)
	// is calculated based on the UTF-16 encoding of the input. Java and
	// JavaScript are examples of languages that use this encoding natively.
	//   "UTF32" - Encoding-dependent information (such as `begin_offset`)
	// is calculated based on the UTF-32 encoding of the input. Python is an
	// example of a language that uses this encoding natively.
	EncodingType string `json:"encodingType,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Document") to
	// unconditionally include in API requests. By default, fields with
	// empty or default 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. "Document") 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:"-"`
}

AnalyzeSentimentRequest: The sentiment analysis request message.

func (*AnalyzeSentimentRequest) MarshalJSON 

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

type AnalyzeSentimentResponse 

type AnalyzeSentimentResponse struct {
	// DocumentSentiment: The overall sentiment of the input document.
	DocumentSentiment *Sentiment `json:"documentSentiment,omitempty"`

	// Language: The language of the text, which will be the same as the
	// language specified in the request or, if not specified, the
	// automatically-detected language. See Document.language field for more
	// details.
	Language string `json:"language,omitempty"`

	// Sentences: The sentiment for all the sentences in the document.
	Sentences []*Sentence `json:"sentences,omitempty"`

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

	// ForceSendFields is a list of field names (e.g. "DocumentSentiment")
	// to unconditionally include in API requests. By default, fields with
	// empty or default 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. "DocumentSentiment") 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:"-"`
}

AnalyzeSentimentResponse: The sentiment analysis response message.

func (*AnalyzeSentimentResponse) MarshalJSON 

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

type AnalyzeSyntaxRequest 

type AnalyzeSyntaxRequest struct {
	// Document: Required. Input document.
	Document *Document `json:"document,omitempty"`

	// EncodingType: The encoding type used by the API to calculate offsets.
	//
	// Possible values:
	//   "NONE" - If `EncodingType` is not specified, encoding-dependent
	// information (such as `begin_offset`) will be set at `-1`.
	//   "UTF8" - Encoding-dependent information (such as `begin_offset`) is
	// calculated based on the UTF-8 encoding of the input. C++ and Go are
	// examples of languages that use this encoding natively.
	//   "UTF16" - Encoding-dependent information (such as `begin_offset`)
	// is calculated based on the UTF-16 encoding of the input. Java and
	// JavaScript are examples of languages that use this encoding natively.
	//   "UTF32" - Encoding-dependent information (such as `begin_offset`)
	// is calculated based on the UTF-32 encoding of the input. Python is an
	// example of a language that uses this encoding natively.
	EncodingType string `json:"encodingType,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Document") to
	// unconditionally include in API requests. By default, fields with
	// empty or default 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. "Document") 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:"-"`
}

AnalyzeSyntaxRequest: The syntax analysis request message.

func (*AnalyzeSyntaxRequest) MarshalJSON 

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

type AnalyzeSyntaxResponse 

type AnalyzeSyntaxResponse struct {
	// Language: The language of the text, which will be the same as the
	// language specified in the request or, if not specified, the
	// automatically-detected language. See Document.language field for more
	// details.
	Language string `json:"language,omitempty"`

	// Sentences: Sentences in the input document.
	Sentences []*Sentence `json:"sentences,omitempty"`

	// Tokens: Tokens, along with their syntactic information, in the input
	// document.
	Tokens []*Token `json:"tokens,omitempty"`

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

	// ForceSendFields is a list of field names (e.g. "Language") to
	// unconditionally include in API requests. By default, fields with
	// empty or default 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. "Language") 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:"-"`
}

AnalyzeSyntaxResponse: The syntax analysis response message.

func (*AnalyzeSyntaxResponse) MarshalJSON 

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

type AnnotateTextRequest 

type AnnotateTextRequest struct {
	// Document: Required. Input document.
	Document *Document `json:"document,omitempty"`

	// EncodingType: The encoding type used by the API to calculate offsets.
	//
	// Possible values:
	//   "NONE" - If `EncodingType` is not specified, encoding-dependent
	// information (such as `begin_offset`) will be set at `-1`.
	//   "UTF8" - Encoding-dependent information (such as `begin_offset`) is
	// calculated based on the UTF-8 encoding of the input. C++ and Go are
	// examples of languages that use this encoding natively.
	//   "UTF16" - Encoding-dependent information (such as `begin_offset`)
	// is calculated based on the UTF-16 encoding of the input. Java and
	// JavaScript are examples of languages that use this encoding natively.
	//   "UTF32" - Encoding-dependent information (such as `begin_offset`)
	// is calculated based on the UTF-32 encoding of the input. Python is an
	// example of a language that uses this encoding natively.
	EncodingType string `json:"encodingType,omitempty"`

	// Features: Required. The enabled features.
	Features *Features `json:"features,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Document") to
	// unconditionally include in API requests. By default, fields with
	// empty or default 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. "Document") 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:"-"`
}

AnnotateTextRequest: The request message for the text annotation API, which can perform multiple analysis types (sentiment, entities, and syntax) in one call.

func (*AnnotateTextRequest) MarshalJSON 

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

type AnnotateTextResponse 

type AnnotateTextResponse struct {
	// Categories: Categories identified in the input document.
	Categories []*ClassificationCategory `json:"categories,omitempty"`

	// DocumentSentiment: The overall sentiment for the document. Populated
	// if the user enables
	// AnnotateTextRequest.Features.extract_document_sentiment.
	DocumentSentiment *Sentiment `json:"documentSentiment,omitempty"`

	// Entities: Entities, along with their semantic information, in the
	// input document. Populated if the user enables
	// AnnotateTextRequest.Features.extract_entities.
	Entities []*Entity `json:"entities,omitempty"`

	// Language: The language of the text, which will be the same as the
	// language specified in the request or, if not specified, the
	// automatically-detected language. See Document.language field for more
	// details.
	Language string `json:"language,omitempty"`

	// ModerationCategories: Harmful and sensitive categories identified in
	// the input document.
	ModerationCategories []*ClassificationCategory `json:"moderationCategories,omitempty"`

	// Sentences: Sentences in the input document. Populated if the user
	// enables AnnotateTextRequest.Features.extract_syntax.
	Sentences []*Sentence `json:"sentences,omitempty"`

	// Tokens: Tokens, along with their syntactic information, in the input
	// document. Populated if the user enables
	// AnnotateTextRequest.Features.extract_syntax.
	Tokens []*Token `json:"tokens,omitempty"`

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

	// ForceSendFields is a list of field names (e.g. "Categories") to
	// unconditionally include in API requests. By default, fields with
	// empty or default 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. "Categories") 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:"-"`
}

AnnotateTextResponse: The text annotations response message.

func (*AnnotateTextResponse) MarshalJSON 

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

type ClassificationCategory 

type ClassificationCategory struct {
	// Confidence: The classifier's confidence of the category. Number
	// represents how certain the classifier is that this category
	// represents the given text.
	Confidence float64 `json:"confidence,omitempty"`

	// Name: The name of the category representing the document.
	Name string `json:"name,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Confidence") to
	// unconditionally include in API requests. By default, fields with
	// empty or default 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. "Confidence") 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:"-"`
}

ClassificationCategory: Represents a category returned from the text classifier.

func (*ClassificationCategory) MarshalJSON 

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

func (*ClassificationCategory) UnmarshalJSON 

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

type ClassificationModelOptions 

type ClassificationModelOptions struct {
	// V1Model: Setting this field will use the V1 model and V1 content
	// categories version. The V1 model is a legacy model; support for this
	// will be discontinued in the future.
	V1Model *V1Model `json:"v1Model,omitempty"`

	// V2Model: Setting this field will use the V2 model with the
	// appropriate content categories version. The V2 model is a better
	// performing model.
	V2Model *V2Model `json:"v2Model,omitempty"`

	// ForceSendFields is a list of field names (e.g. "V1Model") to
	// unconditionally include in API requests. By default, fields with
	// empty or default 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. "V1Model") 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:"-"`
}

ClassificationModelOptions: Model options available for classification requests.

func (*ClassificationModelOptions) MarshalJSON 

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

type ClassifyTextRequest 

type ClassifyTextRequest struct {
	// ClassificationModelOptions: Model options to use for classification.
	// Defaults to v1 options if not specified.
	ClassificationModelOptions *ClassificationModelOptions `json:"classificationModelOptions,omitempty"`

	// Document: Required. Input document.
	Document *Document `json:"document,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "ClassificationModelOptions") to unconditionally include in API
	// requests. By default, fields with empty or default 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.
	// "ClassificationModelOptions") 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:"-"`
}

ClassifyTextRequest: The document classification request message.

func (*ClassifyTextRequest) MarshalJSON 

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

type ClassifyTextResponse 

type ClassifyTextResponse struct {
	// Categories: Categories representing the input document.
	Categories []*ClassificationCategory `json:"categories,omitempty"`

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

	// ForceSendFields is a list of field names (e.g. "Categories") to
	// unconditionally include in API requests. By default, fields with
	// empty or default 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. "Categories") 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:"-"`
}

ClassifyTextResponse: The document classification response message.

func (*ClassifyTextResponse) MarshalJSON 

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

type DependencyEdge 

type DependencyEdge struct {
	// HeadTokenIndex: Represents the head of this token in the dependency
	// tree. This is the index of the token which has an arc going to this
	// token. The index is the position of the token in the array of tokens
	// returned by the API method. If this token is a root token, then the
	// `head_token_index` is its own index.
	HeadTokenIndex int64 `json:"headTokenIndex,omitempty"`

	// Label: The parse label for the token.
	//
	// Possible values:
	//   "UNKNOWN" - Unknown
	//   "ABBREV" - Abbreviation modifier
	//   "ACOMP" - Adjectival complement
	//   "ADVCL" - Adverbial clause modifier
	//   "ADVMOD" - Adverbial modifier
	//   "AMOD" - Adjectival modifier of an NP
	//   "APPOS" - Appositional modifier of an NP
	//   "ATTR" - Attribute dependent of a copular verb
	//   "AUX" - Auxiliary (non-main) verb
	//   "AUXPASS" - Passive auxiliary
	//   "CC" - Coordinating conjunction
	//   "CCOMP" - Clausal complement of a verb or adjective
	//   "CONJ" - Conjunct
	//   "CSUBJ" - Clausal subject
	//   "CSUBJPASS" - Clausal passive subject
	//   "DEP" - Dependency (unable to determine)
	//   "DET" - Determiner
	//   "DISCOURSE" - Discourse
	//   "DOBJ" - Direct object
	//   "EXPL" - Expletive
	//   "GOESWITH" - Goes with (part of a word in a text not well edited)
	//   "IOBJ" - Indirect object
	//   "MARK" - Marker (word introducing a subordinate clause)
	//   "MWE" - Multi-word expression
	//   "MWV" - Multi-word verbal expression
	//   "NEG" - Negation modifier
	//   "NN" - Noun compound modifier
	//   "NPADVMOD" - Noun phrase used as an adverbial modifier
	//   "NSUBJ" - Nominal subject
	//   "NSUBJPASS" - Passive nominal subject
	//   "NUM" - Numeric modifier of a noun
	//   "NUMBER" - Element of compound number
	//   "P" - Punctuation mark
	//   "PARATAXIS" - Parataxis relation
	//   "PARTMOD" - Participial modifier
	//   "PCOMP" - The complement of a preposition is a clause
	//   "POBJ" - Object of a preposition
	//   "POSS" - Possession modifier
	//   "POSTNEG" - Postverbal negative particle
	//   "PRECOMP" - Predicate complement
	//   "PRECONJ" - Preconjunt
	//   "PREDET" - Predeterminer
	//   "PREF" - Prefix
	//   "PREP" - Prepositional modifier
	//   "PRONL" - The relationship between a verb and verbal morpheme
	//   "PRT" - Particle
	//   "PS" - Associative or possessive marker
	//   "QUANTMOD" - Quantifier phrase modifier
	//   "RCMOD" - Relative clause modifier
	//   "RCMODREL" - Complementizer in relative clause
	//   "RDROP" - Ellipsis without a preceding predicate
	//   "REF" - Referent
	//   "REMNANT" - Remnant
	//   "REPARANDUM" - Reparandum
	//   "ROOT" - Root
	//   "SNUM" - Suffix specifying a unit of number
	//   "SUFF" - Suffix
	//   "TMOD" - Temporal modifier
	//   "TOPIC" - Topic marker
	//   "VMOD" - Clause headed by an infinite form of the verb that
	// modifies a noun
	//   "VOCATIVE" - Vocative
	//   "XCOMP" - Open clausal complement
	//   "SUFFIX" - Name suffix
	//   "TITLE" - Name title
	//   "ADVPHMOD" - Adverbial phrase modifier
	//   "AUXCAUS" - Causative auxiliary
	//   "AUXVV" - Helper auxiliary
	//   "DTMOD" - Rentaishi (Prenominal modifier)
	//   "FOREIGN" - Foreign words
	//   "KW" - Keyword
	//   "LIST" - List for chains of comparable items
	//   "NOMC" - Nominalized clause
	//   "NOMCSUBJ" - Nominalized clausal subject
	//   "NOMCSUBJPASS" - Nominalized clausal passive
	//   "NUMC" - Compound of numeric modifier
	//   "COP" - Copula
	//   "DISLOCATED" - Dislocated relation (for fronted/topicalized
	// elements)
	//   "ASP" - Aspect marker
	//   "GMOD" - Genitive modifier
	//   "GOBJ" - Genitive object
	//   "INFMOD" - Infinitival modifier
	//   "MES" - Measure
	//   "NCOMP" - Nominal complement of a noun
	Label string `json:"label,omitempty"`

	// ForceSendFields is a list of field names (e.g. "HeadTokenIndex") to
	// unconditionally include in API requests. By default, fields with
	// empty or default 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. "HeadTokenIndex") 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:"-"`
}

DependencyEdge: Represents dependency parse tree information for a token. (For more information on dependency labels, see http://www.aclweb.org/anthology/P13-2017

func (*DependencyEdge) MarshalJSON 

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

type Document 

type Document struct {
	// Content: The content of the input in string format. Cloud audit
	// logging exempt since it is based on user data.
	Content string `json:"content,omitempty"`

	// GcsContentUri: The Google Cloud Storage URI where the file content is
	// located. This URI must be of the form: gs://bucket_name/object_name.
	// For more details, see
	// https://cloud.google.com/storage/docs/reference-uris. NOTE: Cloud
	// Storage object versioning is not supported.
	GcsContentUri string `json:"gcsContentUri,omitempty"`

	// Language: The language of the document (if not specified, the
	// language is automatically detected). Both ISO and BCP-47 language
	// codes are accepted. Language Support
	// (https://cloud.google.com/natural-language/docs/languages) lists
	// currently supported languages for each API method. If the language
	// (either specified by the caller or automatically detected) is not
	// supported by the called API method, an `INVALID_ARGUMENT` error is
	// returned.
	Language string `json:"language,omitempty"`

	// Type: Required. If the type is not set or is `TYPE_UNSPECIFIED`,
	// returns an `INVALID_ARGUMENT` error.
	//
	// Possible values:
	//   "TYPE_UNSPECIFIED" - The content type is not specified.
	//   "PLAIN_TEXT" - Plain text
	//   "HTML" - HTML
	Type string `json:"type,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Content") to
	// unconditionally include in API requests. By default, fields with
	// empty or default 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. "Content") 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:"-"`
}

Document: Represents the input to API methods.

func (*Document) MarshalJSON 

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

type DocumentsAnalyzeEntitiesCall 

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

func (*DocumentsAnalyzeEntitiesCall) Context 

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

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 (*DocumentsAnalyzeEntitiesCall) Do 

func (c *DocumentsAnalyzeEntitiesCall) Do(opts ...googleapi.CallOption) (*AnalyzeEntitiesResponse, error)

Do executes the "language.documents.analyzeEntities" call. Exactly one of *AnalyzeEntitiesResponse or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *AnalyzeEntitiesResponse.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 (*DocumentsAnalyzeEntitiesCall) Fields 

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

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

func (*DocumentsAnalyzeEntitiesCall) Header 

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

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

type DocumentsAnalyzeEntitySentimentCall 

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

func (*DocumentsAnalyzeEntitySentimentCall) Context 

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

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 (*DocumentsAnalyzeEntitySentimentCall) Do 

func (c *DocumentsAnalyzeEntitySentimentCall) Do(opts ...googleapi.CallOption) (*AnalyzeEntitySentimentResponse, error)

Do executes the "language.documents.analyzeEntitySentiment" call. Exactly one of *AnalyzeEntitySentimentResponse or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *AnalyzeEntitySentimentResponse.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 (*DocumentsAnalyzeEntitySentimentCall) Fields 

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

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

func (*DocumentsAnalyzeEntitySentimentCall) Header 

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

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

type DocumentsAnalyzeSentimentCall 

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

func (*DocumentsAnalyzeSentimentCall) Context 

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

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 (*DocumentsAnalyzeSentimentCall) Do 

func (c *DocumentsAnalyzeSentimentCall) Do(opts ...googleapi.CallOption) (*AnalyzeSentimentResponse, error)

Do executes the "language.documents.analyzeSentiment" call. Exactly one of *AnalyzeSentimentResponse or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *AnalyzeSentimentResponse.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 (*DocumentsAnalyzeSentimentCall) Fields 

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

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

func (*DocumentsAnalyzeSentimentCall) Header 

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

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

type DocumentsAnalyzeSyntaxCall 

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

func (*DocumentsAnalyzeSyntaxCall) Context 

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

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 (*DocumentsAnalyzeSyntaxCall) Do 

func (c *DocumentsAnalyzeSyntaxCall) Do(opts ...googleapi.CallOption) (*AnalyzeSyntaxResponse, error)

Do executes the "language.documents.analyzeSyntax" call. Exactly one of *AnalyzeSyntaxResponse or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *AnalyzeSyntaxResponse.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 (*DocumentsAnalyzeSyntaxCall) Fields 

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

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

func (*DocumentsAnalyzeSyntaxCall) Header 

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

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

type DocumentsAnnotateTextCall 

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

func (*DocumentsAnnotateTextCall) Context 

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

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 (*DocumentsAnnotateTextCall) Do 

func (c *DocumentsAnnotateTextCall) Do(opts ...googleapi.CallOption) (*AnnotateTextResponse, error)

Do executes the "language.documents.annotateText" call. Exactly one of *AnnotateTextResponse or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *AnnotateTextResponse.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 (*DocumentsAnnotateTextCall) Fields 

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

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

func (*DocumentsAnnotateTextCall) Header 

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

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

type DocumentsClassifyTextCall 

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

func (*DocumentsClassifyTextCall) Context 

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

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 (*DocumentsClassifyTextCall) Do 

func (c *DocumentsClassifyTextCall) Do(opts ...googleapi.CallOption) (*ClassifyTextResponse, error)

Do executes the "language.documents.classifyText" call. Exactly one of *ClassifyTextResponse or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *ClassifyTextResponse.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 (*DocumentsClassifyTextCall) Fields 

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

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

func (*DocumentsClassifyTextCall) Header 

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

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

type DocumentsModerateTextCall 

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

func (*DocumentsModerateTextCall) Context 

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

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 (*DocumentsModerateTextCall) Do 

func (c *DocumentsModerateTextCall) Do(opts ...googleapi.CallOption) (*ModerateTextResponse, error)

Do executes the "language.documents.moderateText" call. Exactly one of *ModerateTextResponse or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *ModerateTextResponse.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 (*DocumentsModerateTextCall) Fields 

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

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

func (*DocumentsModerateTextCall) Header 

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

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

type DocumentsService 

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

func NewDocumentsService 

func NewDocumentsService(s *Service) *DocumentsService

func (*DocumentsService) AnalyzeEntities 

func (r *DocumentsService) AnalyzeEntities(analyzeentitiesrequest *AnalyzeEntitiesRequest) *DocumentsAnalyzeEntitiesCall

AnalyzeEntities: Finds named entities (currently proper names and common nouns) in the text along with entity types, salience, mentions for each entity, and other properties.

func (*DocumentsService) AnalyzeEntitySentiment 

func (r *DocumentsService) AnalyzeEntitySentiment(analyzeentitysentimentrequest *AnalyzeEntitySentimentRequest) *DocumentsAnalyzeEntitySentimentCall

AnalyzeEntitySentiment: Finds entities, similar to AnalyzeEntities in the text and analyzes sentiment associated with each entity and its mentions.

func (*DocumentsService) AnalyzeSentiment 

func (r *DocumentsService) AnalyzeSentiment(analyzesentimentrequest *AnalyzeSentimentRequest) *DocumentsAnalyzeSentimentCall

AnalyzeSentiment: Analyzes the sentiment of the provided text.

func (*DocumentsService) AnalyzeSyntax 

func (r *DocumentsService) AnalyzeSyntax(analyzesyntaxrequest *AnalyzeSyntaxRequest) *DocumentsAnalyzeSyntaxCall

AnalyzeSyntax: Analyzes the syntax of the text and provides sentence boundaries and tokenization along with part of speech tags, dependency trees, and other properties.

func (*DocumentsService) AnnotateText 

func (r *DocumentsService) AnnotateText(annotatetextrequest *AnnotateTextRequest) *DocumentsAnnotateTextCall

AnnotateText: A convenience method that provides all the features that analyzeSentiment, analyzeEntities, and analyzeSyntax provide in one call.

func (*DocumentsService) ClassifyText 

func (r *DocumentsService) ClassifyText(classifytextrequest *ClassifyTextRequest) *DocumentsClassifyTextCall

ClassifyText: Classifies a document into categories.

func (*DocumentsService) ModerateText 

func (r *DocumentsService) ModerateText(moderatetextrequest *ModerateTextRequest) *DocumentsModerateTextCall

ModerateText: Moderates a document for harmful and sensitive categories.

type Entity 

type Entity struct {
	// Mentions: The mentions of this entity in the input document. The API
	// currently supports proper noun mentions.
	Mentions []*EntityMention `json:"mentions,omitempty"`

	// Metadata: Metadata associated with the entity. For most entity types,
	// the metadata is a Wikipedia URL (`wikipedia_url`) and Knowledge Graph
	// MID (`mid`), if they are available. For the metadata associated with
	// other entity types, see the Type table below.
	Metadata map[string]string `json:"metadata,omitempty"`

	// Name: The representative name for the entity.
	Name string `json:"name,omitempty"`

	// Salience: The salience score associated with the entity in the [0,
	// 1.0] range. The salience score for an entity provides information
	// about the importance or centrality of that entity to the entire
	// document text. Scores closer to 0 are less salient, while scores
	// closer to 1.0 are highly salient.
	Salience float64 `json:"salience,omitempty"`

	// Sentiment: For calls to AnalyzeEntitySentiment or if
	// AnnotateTextRequest.Features.extract_entity_sentiment is set to true,
	// this field will contain the aggregate sentiment expressed for this
	// entity in the provided document.
	Sentiment *Sentiment `json:"sentiment,omitempty"`

	// Type: The entity type.
	//
	// Possible values:
	//   "UNKNOWN" - Unknown
	//   "PERSON" - Person
	//   "LOCATION" - Location
	//   "ORGANIZATION" - Organization
	//   "EVENT" - Event
	//   "WORK_OF_ART" - Artwork
	//   "CONSUMER_GOOD" - Consumer product
	//   "OTHER" - Other types of entities
	//   "PHONE_NUMBER" - Phone number The metadata lists the phone number,
	// formatted according to local convention, plus whichever additional
	// elements appear in the text: * `number` - the actual number, broken
	// down into sections as per local convention * `national_prefix` -
	// country code, if detected * `area_code` - region or area code, if
	// detected * `extension` - phone extension (to be dialed after
	// connection), if detected
	//   "ADDRESS" - Address The metadata identifies the street number and
	// locality plus whichever additional elements appear in the text: *
	// `street_number` - street number * `locality` - city or town *
	// `street_name` - street/route name, if detected * `postal_code` -
	// postal code, if detected * `country` - country, if detected< *
	// `broad_region` - administrative area, such as the state, if detected
	// * `narrow_region` - smaller administrative area, such as county, if
	// detected * `sublocality` - used in Asian addresses to demark a
	// district within a city, if detected
	//   "DATE" - Date The metadata identifies the components of the date: *
	// `year` - four digit year, if detected * `month` - two digit month
	// number, if detected * `day` - two digit day number, if detected
	//   "NUMBER" - Number The metadata is the number itself.
	//   "PRICE" - Price The metadata identifies the `value` and `currency`.
	Type string `json:"type,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Mentions") to
	// unconditionally include in API requests. By default, fields with
	// empty or default 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. "Mentions") 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:"-"`
}

Entity: Represents a phrase in the text that is a known entity, such as a person, an organization, or location. The API associates information, such as salience and mentions, with entities.

func (*Entity) MarshalJSON 

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

func (*Entity) UnmarshalJSON 

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

type EntityMention 

type EntityMention struct {
	// Sentiment: For calls to AnalyzeEntitySentiment or if
	// AnnotateTextRequest.Features.extract_entity_sentiment is set to true,
	// this field will contain the sentiment expressed for this mention of
	// the entity in the provided document.
	Sentiment *Sentiment `json:"sentiment,omitempty"`

	// Text: The mention text.
	Text *TextSpan `json:"text,omitempty"`

	// Type: The type of the entity mention.
	//
	// Possible values:
	//   "TYPE_UNKNOWN" - Unknown
	//   "PROPER" - Proper name
	//   "COMMON" - Common noun (or noun compound)
	Type string `json:"type,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Sentiment") to
	// unconditionally include in API requests. By default, fields with
	// empty or default 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. "Sentiment") 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:"-"`
}

EntityMention: Represents a mention for an entity in the text. Currently, proper noun mentions are supported.

func (*EntityMention) MarshalJSON 

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

type Features 

type Features struct {
	// ClassificationModelOptions: The model options to use for
	// classification. Defaults to v1 options if not specified. Only used if
	// `classify_text` is set to true.
	ClassificationModelOptions *ClassificationModelOptions `json:"classificationModelOptions,omitempty"`

	// ClassifyText: Classify the full document into categories.
	ClassifyText bool `json:"classifyText,omitempty"`

	// ExtractDocumentSentiment: Extract document-level sentiment.
	ExtractDocumentSentiment bool `json:"extractDocumentSentiment,omitempty"`

	// ExtractEntities: Extract entities.
	ExtractEntities bool `json:"extractEntities,omitempty"`

	// ExtractEntitySentiment: Extract entities and their associated
	// sentiment.
	ExtractEntitySentiment bool `json:"extractEntitySentiment,omitempty"`

	// ExtractSyntax: Extract syntax information.
	ExtractSyntax bool `json:"extractSyntax,omitempty"`

	// ModerateText: Moderate the document for harmful and sensitive
	// categories.
	ModerateText bool `json:"moderateText,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "ClassificationModelOptions") to unconditionally include in API
	// requests. By default, fields with empty or default 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.
	// "ClassificationModelOptions") 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:"-"`
}

Features: All available features for sentiment, syntax, and semantic analysis. Setting each one to true will enable that specific analysis for the input.

func (*Features) MarshalJSON 

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

type ModerateTextRequest 

type ModerateTextRequest struct {
	// Document: Required. Input document.
	Document *Document `json:"document,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Document") to
	// unconditionally include in API requests. By default, fields with
	// empty or default 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. "Document") 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:"-"`
}

ModerateTextRequest: The document moderation request message.

func (*ModerateTextRequest) MarshalJSON 

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

type ModerateTextResponse 

type ModerateTextResponse struct {
	// ModerationCategories: Harmful and sensitive categories representing
	// the input document.
	ModerationCategories []*ClassificationCategory `json:"moderationCategories,omitempty"`

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

	// ForceSendFields is a list of field names (e.g.
	// "ModerationCategories") to unconditionally include in API requests.
	// By default, fields with empty or default 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. "ModerationCategories") 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:"-"`
}

ModerateTextResponse: The document moderation response message.

func (*ModerateTextResponse) MarshalJSON 

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

type PartOfSpeech 

type PartOfSpeech struct {
	// Aspect: The grammatical aspect.
	//
	// Possible values:
	//   "ASPECT_UNKNOWN" - Aspect is not applicable in the analyzed
	// language or is not predicted.
	//   "PERFECTIVE" - Perfective
	//   "IMPERFECTIVE" - Imperfective
	//   "PROGRESSIVE" - Progressive
	Aspect string `json:"aspect,omitempty"`

	// Case: The grammatical case.
	//
	// Possible values:
	//   "CASE_UNKNOWN" - Case is not applicable in the analyzed language or
	// is not predicted.
	//   "ACCUSATIVE" - Accusative
	//   "ADVERBIAL" - Adverbial
	//   "COMPLEMENTIVE" - Complementive
	//   "DATIVE" - Dative
	//   "GENITIVE" - Genitive
	//   "INSTRUMENTAL" - Instrumental
	//   "LOCATIVE" - Locative
	//   "NOMINATIVE" - Nominative
	//   "OBLIQUE" - Oblique
	//   "PARTITIVE" - Partitive
	//   "PREPOSITIONAL" - Prepositional
	//   "REFLEXIVE_CASE" - Reflexive
	//   "RELATIVE_CASE" - Relative
	//   "VOCATIVE" - Vocative
	Case string `json:"case,omitempty"`

	// Form: The grammatical form.
	//
	// Possible values:
	//   "FORM_UNKNOWN" - Form is not applicable in the analyzed language or
	// is not predicted.
	//   "ADNOMIAL" - Adnomial
	//   "AUXILIARY" - Auxiliary
	//   "COMPLEMENTIZER" - Complementizer
	//   "FINAL_ENDING" - Final ending
	//   "GERUND" - Gerund
	//   "REALIS" - Realis
	//   "IRREALIS" - Irrealis
	//   "SHORT" - Short form
	//   "LONG" - Long form
	//   "ORDER" - Order form
	//   "SPECIFIC" - Specific form
	Form string `json:"form,omitempty"`

	// Gender: The grammatical gender.
	//
	// Possible values:
	//   "GENDER_UNKNOWN" - Gender is not applicable in the analyzed
	// language or is not predicted.
	//   "FEMININE" - Feminine
	//   "MASCULINE" - Masculine
	//   "NEUTER" - Neuter
	Gender string `json:"gender,omitempty"`

	// Mood: The grammatical mood.
	//
	// Possible values:
	//   "MOOD_UNKNOWN" - Mood is not applicable in the analyzed language or
	// is not predicted.
	//   "CONDITIONAL_MOOD" - Conditional
	//   "IMPERATIVE" - Imperative
	//   "INDICATIVE" - Indicative
	//   "INTERROGATIVE" - Interrogative
	//   "JUSSIVE" - Jussive
	//   "SUBJUNCTIVE" - Subjunctive
	Mood string `json:"mood,omitempty"`

	// Number: The grammatical number.
	//
	// Possible values:
	//   "NUMBER_UNKNOWN" - Number is not applicable in the analyzed
	// language or is not predicted.
	//   "SINGULAR" - Singular
	//   "PLURAL" - Plural
	//   "DUAL" - Dual
	Number string `json:"number,omitempty"`

	// Person: The grammatical person.
	//
	// Possible values:
	//   "PERSON_UNKNOWN" - Person is not applicable in the analyzed
	// language or is not predicted.
	//   "FIRST" - First
	//   "SECOND" - Second
	//   "THIRD" - Third
	//   "REFLEXIVE_PERSON" - Reflexive
	Person string `json:"person,omitempty"`

	// Proper: The grammatical properness.
	//
	// Possible values:
	//   "PROPER_UNKNOWN" - Proper is not applicable in the analyzed
	// language or is not predicted.
	//   "PROPER" - Proper
	//   "NOT_PROPER" - Not proper
	Proper string `json:"proper,omitempty"`

	// Reciprocity: The grammatical reciprocity.
	//
	// Possible values:
	//   "RECIPROCITY_UNKNOWN" - Reciprocity is not applicable in the
	// analyzed language or is not predicted.
	//   "RECIPROCAL" - Reciprocal
	//   "NON_RECIPROCAL" - Non-reciprocal
	Reciprocity string `json:"reciprocity,omitempty"`

	// Tag: The part of speech tag.
	//
	// Possible values:
	//   "UNKNOWN" - Unknown
	//   "ADJ" - Adjective
	//   "ADP" - Adposition (preposition and postposition)
	//   "ADV" - Adverb
	//   "CONJ" - Conjunction
	//   "DET" - Determiner
	//   "NOUN" - Noun (common and proper)
	//   "NUM" - Cardinal number
	//   "PRON" - Pronoun
	//   "PRT" - Particle or other function word
	//   "PUNCT" - Punctuation
	//   "VERB" - Verb (all tenses and modes)
	//   "X" - Other: foreign words, typos, abbreviations
	//   "AFFIX" - Affix
	Tag string `json:"tag,omitempty"`

	// Tense: The grammatical tense.
	//
	// Possible values:
	//   "TENSE_UNKNOWN" - Tense is not applicable in the analyzed language
	// or is not predicted.
	//   "CONDITIONAL_TENSE" - Conditional
	//   "FUTURE" - Future
	//   "PAST" - Past
	//   "PRESENT" - Present
	//   "IMPERFECT" - Imperfect
	//   "PLUPERFECT" - Pluperfect
	Tense string `json:"tense,omitempty"`

	// Voice: The grammatical voice.
	//
	// Possible values:
	//   "VOICE_UNKNOWN" - Voice is not applicable in the analyzed language
	// or is not predicted.
	//   "ACTIVE" - Active
	//   "CAUSATIVE" - Causative
	//   "PASSIVE" - Passive
	Voice string `json:"voice,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Aspect") to
	// unconditionally include in API requests. By default, fields with
	// empty or default 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. "Aspect") 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:"-"`
}

PartOfSpeech: Represents part of speech information for a token. Parts of speech are as defined in http://www.lrec-conf.org/proceedings/lrec2012/pdf/274_Paper.pdf

func (*PartOfSpeech) MarshalJSON 

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

type Sentence 

type Sentence struct {
	// Sentiment: For calls to AnalyzeSentiment or if
	// AnnotateTextRequest.Features.extract_document_sentiment is set to
	// true, this field will contain the sentiment for the sentence.
	Sentiment *Sentiment `json:"sentiment,omitempty"`

	// Text: The sentence text.
	Text *TextSpan `json:"text,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Sentiment") to
	// unconditionally include in API requests. By default, fields with
	// empty or default 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. "Sentiment") 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:"-"`
}

Sentence: Represents a sentence in the input document.

func (*Sentence) MarshalJSON 

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

type Sentiment 

type Sentiment struct {
	// Magnitude: A non-negative number in the [0, +inf) range, which
	// represents the absolute magnitude of sentiment regardless of score
	// (positive or negative).
	Magnitude float64 `json:"magnitude,omitempty"`

	// Score: Sentiment score between -1.0 (negative sentiment) and 1.0
	// (positive sentiment).
	Score float64 `json:"score,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Magnitude") to
	// unconditionally include in API requests. By default, fields with
	// empty or default 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. "Magnitude") 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:"-"`
}

Sentiment: Represents the feeling associated with the entire text or entities in the text.

func (*Sentiment) MarshalJSON 

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

func (*Sentiment) UnmarshalJSON 

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

type Service 

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

	Documents *DocumentsService
	// contains filtered or unexported fields
}

func New deprecated 

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

New creates a new Service. It uses the provided http.Client for requests.

Deprecated: please use NewService instead. To provide a custom HTTP client, use option.WithHTTPClient. If you are using google.golang.org/api/googleapis/transport.APIKey, use option.WithAPIKey with NewService instead.

func NewService 

func NewService(ctx context.Context, opts ...option.ClientOption) (*Service, error)

NewService creates a new Service.

type Status 

type Status struct {
	// Code: The status code, which should be an enum value of
	// google.rpc.Code.
	Code int64 `json:"code,omitempty"`

	// Details: A list of messages that carry the error details. There is a
	// common set of message types for APIs to use.
	Details []googleapi.RawMessage `json:"details,omitempty"`

	// Message: A developer-facing error message, which should be in
	// English. Any user-facing error message should be localized and sent
	// in the google.rpc.Status.details field, or localized by the client.
	Message string `json:"message,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Code") to
	// unconditionally include in API requests. By default, fields with
	// empty or default 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. "Code") 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:"-"`
}

Status: The `Status` type defines a logical error model that is suitable for different programming environments, including REST APIs and RPC APIs. It is used by gRPC (https://github.com/grpc). Each `Status` message contains three pieces of data: error code, error message, and error details. You can find out more about this error model and how to work with it in the API Design Guide (https://cloud.google.com/apis/design/errors).

func (*Status) MarshalJSON 

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

type TextSpan 

type TextSpan struct {
	// BeginOffset: The API calculates the beginning offset of the content
	// in the original document according to the EncodingType specified in
	// the API request.
	BeginOffset int64 `json:"beginOffset,omitempty"`

	// Content: The content of the text span, which is a substring of the
	// document.
	Content string `json:"content,omitempty"`

	// ForceSendFields is a list of field names (e.g. "BeginOffset") to
	// unconditionally include in API requests. By default, fields with
	// empty or default 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. "BeginOffset") 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:"-"`
}

TextSpan: Represents a text span in the input document.

func (*TextSpan) MarshalJSON 

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

type Token 

type Token struct {
	// DependencyEdge: Dependency tree parse for this token.
	DependencyEdge *DependencyEdge `json:"dependencyEdge,omitempty"`

	// Lemma: Lemma (https://en.wikipedia.org/wiki/Lemma_%28morphology%29)
	// of the token.
	Lemma string `json:"lemma,omitempty"`

	// PartOfSpeech: Parts of speech tag for this token.
	PartOfSpeech *PartOfSpeech `json:"partOfSpeech,omitempty"`

	// Text: The token text.
	Text *TextSpan `json:"text,omitempty"`

	// ForceSendFields is a list of field names (e.g. "DependencyEdge") to
	// unconditionally include in API requests. By default, fields with
	// empty or default 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. "DependencyEdge") 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:"-"`
}

Token: Represents the smallest syntactic building block of the text.

func (*Token) MarshalJSON 

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

type V1Model 

type V1Model struct {
}

V1Model: Options for the V1 model.

type V2Model 

type V2Model struct {
	// ContentCategoriesVersion: The content categories used for
	// classification.
	//
	// Possible values:
	//   "CONTENT_CATEGORIES_VERSION_UNSPECIFIED" - If
	// `ContentCategoriesVersion` is not specified, this option will default
	// to `V1`.
	//   "V1" - Legacy content categories of our initial launch in 2017.
	//   "V2" - Updated content categories in 2022.
	ContentCategoriesVersion string `json:"contentCategoriesVersion,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "ContentCategoriesVersion") to unconditionally include in API
	// requests. By default, fields with empty or default 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. "ContentCategoriesVersion")
	// 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:"-"`
}

V2Model: Options for the V2 model.

func (*V2Model) MarshalJSON 

func (s *V2Model) MarshalJSON() ([]byte, error)

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