google-api-ruby-client/generated/google/apis/language_v1beta2/classes.rb

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# Copyright 2015 Google Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
require 'date'
require 'google/apis/core/base_service'
require 'google/apis/core/json_representation'
require 'google/apis/core/hashable'
require 'google/apis/errors'
module Google
module Apis
module LanguageV1beta2
# The entity analysis request message.
class AnalyzeEntitiesRequest
include Google::Apis::Core::Hashable
# ################################################################ #
# Represents the input to API methods.
# Corresponds to the JSON property `document`
# @return [Google::Apis::LanguageV1beta2::Document]
attr_accessor :document
# The encoding type used by the API to calculate offsets.
# Corresponds to the JSON property `encodingType`
# @return [String]
attr_accessor :encoding_type
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@document = args[:document] if args.key?(:document)
@encoding_type = args[:encoding_type] if args.key?(:encoding_type)
end
end
# The entity analysis response message.
class AnalyzeEntitiesResponse
include Google::Apis::Core::Hashable
# The recognized entities in the input document.
# Corresponds to the JSON property `entities`
# @return [Array<Google::Apis::LanguageV1beta2::Entity>]
attr_accessor :entities
# 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.
# Corresponds to the JSON property `language`
# @return [String]
attr_accessor :language
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@entities = args[:entities] if args.key?(:entities)
@language = args[:language] if args.key?(:language)
end
end
# The entity-level sentiment analysis request message.
class AnalyzeEntitySentimentRequest
include Google::Apis::Core::Hashable
# ################################################################ #
# Represents the input to API methods.
# Corresponds to the JSON property `document`
# @return [Google::Apis::LanguageV1beta2::Document]
attr_accessor :document
# The encoding type used by the API to calculate offsets.
# Corresponds to the JSON property `encodingType`
# @return [String]
attr_accessor :encoding_type
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@document = args[:document] if args.key?(:document)
@encoding_type = args[:encoding_type] if args.key?(:encoding_type)
end
end
# The entity-level sentiment analysis response message.
class AnalyzeEntitySentimentResponse
include Google::Apis::Core::Hashable
# The recognized entities in the input document with associated sentiments.
# Corresponds to the JSON property `entities`
# @return [Array<Google::Apis::LanguageV1beta2::Entity>]
attr_accessor :entities
# 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.
# Corresponds to the JSON property `language`
# @return [String]
attr_accessor :language
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@entities = args[:entities] if args.key?(:entities)
@language = args[:language] if args.key?(:language)
end
end
# The sentiment analysis request message.
class AnalyzeSentimentRequest
include Google::Apis::Core::Hashable
# ################################################################ #
# Represents the input to API methods.
# Corresponds to the JSON property `document`
# @return [Google::Apis::LanguageV1beta2::Document]
attr_accessor :document
# The encoding type used by the API to calculate sentence offsets for the
# sentence sentiment.
# Corresponds to the JSON property `encodingType`
# @return [String]
attr_accessor :encoding_type
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@document = args[:document] if args.key?(:document)
@encoding_type = args[:encoding_type] if args.key?(:encoding_type)
end
end
# The sentiment analysis response message.
class AnalyzeSentimentResponse
include Google::Apis::Core::Hashable
# Represents the feeling associated with the entire text or entities in
# the text.
# Next ID: 6
# Corresponds to the JSON property `documentSentiment`
# @return [Google::Apis::LanguageV1beta2::Sentiment]
attr_accessor :document_sentiment
# 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.
# Corresponds to the JSON property `language`
# @return [String]
attr_accessor :language
# The sentiment for all the sentences in the document.
# Corresponds to the JSON property `sentences`
# @return [Array<Google::Apis::LanguageV1beta2::Sentence>]
attr_accessor :sentences
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@document_sentiment = args[:document_sentiment] if args.key?(:document_sentiment)
@language = args[:language] if args.key?(:language)
@sentences = args[:sentences] if args.key?(:sentences)
end
end
# The syntax analysis request message.
class AnalyzeSyntaxRequest
include Google::Apis::Core::Hashable
# ################################################################ #
# Represents the input to API methods.
# Corresponds to the JSON property `document`
# @return [Google::Apis::LanguageV1beta2::Document]
attr_accessor :document
# The encoding type used by the API to calculate offsets.
# Corresponds to the JSON property `encodingType`
# @return [String]
attr_accessor :encoding_type
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@document = args[:document] if args.key?(:document)
@encoding_type = args[:encoding_type] if args.key?(:encoding_type)
end
end
# The syntax analysis response message.
class AnalyzeSyntaxResponse
include Google::Apis::Core::Hashable
# 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.
# Corresponds to the JSON property `language`
# @return [String]
attr_accessor :language
# Sentences in the input document.
# Corresponds to the JSON property `sentences`
# @return [Array<Google::Apis::LanguageV1beta2::Sentence>]
attr_accessor :sentences
# Tokens, along with their syntactic information, in the input document.
# Corresponds to the JSON property `tokens`
# @return [Array<Google::Apis::LanguageV1beta2::Token>]
attr_accessor :tokens
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@language = args[:language] if args.key?(:language)
@sentences = args[:sentences] if args.key?(:sentences)
@tokens = args[:tokens] if args.key?(:tokens)
end
end
# The request message for the text annotation API, which can perform multiple
# analysis types (sentiment, entities, and syntax) in one call.
class AnnotateTextRequest
include Google::Apis::Core::Hashable
# ################################################################ #
# Represents the input to API methods.
# Corresponds to the JSON property `document`
# @return [Google::Apis::LanguageV1beta2::Document]
attr_accessor :document
# The encoding type used by the API to calculate offsets.
# Corresponds to the JSON property `encodingType`
# @return [String]
attr_accessor :encoding_type
# All available features for sentiment, syntax, and semantic analysis.
# Setting each one to true will enable that specific analysis for the input.
# Next ID: 10
# Corresponds to the JSON property `features`
# @return [Google::Apis::LanguageV1beta2::Features]
attr_accessor :features
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@document = args[:document] if args.key?(:document)
@encoding_type = args[:encoding_type] if args.key?(:encoding_type)
@features = args[:features] if args.key?(:features)
end
end
# The text annotations response message.
class AnnotateTextResponse
include Google::Apis::Core::Hashable
# Categories identified in the input document.
# Corresponds to the JSON property `categories`
# @return [Array<Google::Apis::LanguageV1beta2::ClassificationCategory>]
attr_accessor :categories
# Represents the feeling associated with the entire text or entities in
# the text.
# Next ID: 6
# Corresponds to the JSON property `documentSentiment`
# @return [Google::Apis::LanguageV1beta2::Sentiment]
attr_accessor :document_sentiment
# Entities, along with their semantic information, in the input document.
# Populated if the user enables
# AnnotateTextRequest.Features.extract_entities.
# Corresponds to the JSON property `entities`
# @return [Array<Google::Apis::LanguageV1beta2::Entity>]
attr_accessor :entities
# 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.
# Corresponds to the JSON property `language`
# @return [String]
attr_accessor :language
# Sentences in the input document. Populated if the user enables
# AnnotateTextRequest.Features.extract_syntax.
# Corresponds to the JSON property `sentences`
# @return [Array<Google::Apis::LanguageV1beta2::Sentence>]
attr_accessor :sentences
# Tokens, along with their syntactic information, in the input document.
# Populated if the user enables
# AnnotateTextRequest.Features.extract_syntax.
# Corresponds to the JSON property `tokens`
# @return [Array<Google::Apis::LanguageV1beta2::Token>]
attr_accessor :tokens
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@categories = args[:categories] if args.key?(:categories)
@document_sentiment = args[:document_sentiment] if args.key?(:document_sentiment)
@entities = args[:entities] if args.key?(:entities)
@language = args[:language] if args.key?(:language)
@sentences = args[:sentences] if args.key?(:sentences)
@tokens = args[:tokens] if args.key?(:tokens)
end
end
# Represents a category returned from the text classifier.
class ClassificationCategory
include Google::Apis::Core::Hashable
# The classifier's confidence of the category. Number represents how certain
# the classifier is that this category represents the given text.
# Corresponds to the JSON property `confidence`
# @return [Float]
attr_accessor :confidence
# The name of the category representing the document, from the [predefined
# taxonomy](/natural-language/docs/categories).
# Corresponds to the JSON property `name`
# @return [String]
attr_accessor :name
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@confidence = args[:confidence] if args.key?(:confidence)
@name = args[:name] if args.key?(:name)
end
end
# The document classification request message.
class ClassifyTextRequest
include Google::Apis::Core::Hashable
# ################################################################ #
# Represents the input to API methods.
# Corresponds to the JSON property `document`
# @return [Google::Apis::LanguageV1beta2::Document]
attr_accessor :document
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@document = args[:document] if args.key?(:document)
end
end
# The document classification response message.
class ClassifyTextResponse
include Google::Apis::Core::Hashable
# Categories representing the input document.
# Corresponds to the JSON property `categories`
# @return [Array<Google::Apis::LanguageV1beta2::ClassificationCategory>]
attr_accessor :categories
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@categories = args[:categories] if args.key?(:categories)
end
end
# Represents dependency parse tree information for a token.
class DependencyEdge
include Google::Apis::Core::Hashable
# 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.
# Corresponds to the JSON property `headTokenIndex`
# @return [Fixnum]
attr_accessor :head_token_index
# The parse label for the token.
# Corresponds to the JSON property `label`
# @return [String]
attr_accessor :label
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@head_token_index = args[:head_token_index] if args.key?(:head_token_index)
@label = args[:label] if args.key?(:label)
end
end
# ################################################################ #
# Represents the input to API methods.
class Document
include Google::Apis::Core::Hashable
# The content of the input in string format.
# Cloud audit logging exempt since it is based on user data.
# Corresponds to the JSON property `content`
# @return [String]
attr_accessor :content
# 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.
# Corresponds to the JSON property `gcsContentUri`
# @return [String]
attr_accessor :gcs_content_uri
# The language of the document (if not specified, the language is
# automatically detected). Both ISO and BCP-47 language codes are
# accepted.<br>
# [Language Support](/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.
# Corresponds to the JSON property `language`
# @return [String]
attr_accessor :language
# Required. If the type is not set or is `TYPE_UNSPECIFIED`,
# returns an `INVALID_ARGUMENT` error.
# Corresponds to the JSON property `type`
# @return [String]
attr_accessor :type
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@content = args[:content] if args.key?(:content)
@gcs_content_uri = args[:gcs_content_uri] if args.key?(:gcs_content_uri)
@language = args[:language] if args.key?(:language)
@type = args[:type] if args.key?(:type)
end
end
# 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.
class Entity
include Google::Apis::Core::Hashable
# The mentions of this entity in the input document. The API currently
# supports proper noun mentions.
# Corresponds to the JSON property `mentions`
# @return [Array<Google::Apis::LanguageV1beta2::EntityMention>]
attr_accessor :mentions
# Metadata associated with the entity.
# Currently, Wikipedia URLs and Knowledge Graph MIDs are provided, if
# available. The associated keys are "wikipedia_url" and "mid", respectively.
# Corresponds to the JSON property `metadata`
# @return [Hash<String,String>]
attr_accessor :metadata
# The representative name for the entity.
# Corresponds to the JSON property `name`
# @return [String]
attr_accessor :name
# 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.
# Corresponds to the JSON property `salience`
# @return [Float]
attr_accessor :salience
# Represents the feeling associated with the entire text or entities in
# the text.
# Next ID: 6
# Corresponds to the JSON property `sentiment`
# @return [Google::Apis::LanguageV1beta2::Sentiment]
attr_accessor :sentiment
# The entity type.
# Corresponds to the JSON property `type`
# @return [String]
attr_accessor :type
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@mentions = args[:mentions] if args.key?(:mentions)
@metadata = args[:metadata] if args.key?(:metadata)
@name = args[:name] if args.key?(:name)
@salience = args[:salience] if args.key?(:salience)
@sentiment = args[:sentiment] if args.key?(:sentiment)
@type = args[:type] if args.key?(:type)
end
end
# Represents a mention for an entity in the text. Currently, proper noun
# mentions are supported.
class EntityMention
include Google::Apis::Core::Hashable
# Represents the feeling associated with the entire text or entities in
# the text.
# Next ID: 6
# Corresponds to the JSON property `sentiment`
# @return [Google::Apis::LanguageV1beta2::Sentiment]
attr_accessor :sentiment
# Represents an output piece of text.
# Corresponds to the JSON property `text`
# @return [Google::Apis::LanguageV1beta2::TextSpan]
attr_accessor :text
# The type of the entity mention.
# Corresponds to the JSON property `type`
# @return [String]
attr_accessor :type
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@sentiment = args[:sentiment] if args.key?(:sentiment)
@text = args[:text] if args.key?(:text)
@type = args[:type] if args.key?(:type)
end
end
# All available features for sentiment, syntax, and semantic analysis.
# Setting each one to true will enable that specific analysis for the input.
# Next ID: 10
class Features
include Google::Apis::Core::Hashable
# Classify the full document into categories. If this is true,
# the API will use the default model which classifies into a
# [predefined taxonomy](/natural-language/docs/categories).
# Corresponds to the JSON property `classifyText`
# @return [Boolean]
attr_accessor :classify_text
alias_method :classify_text?, :classify_text
# Extract document-level sentiment.
# Corresponds to the JSON property `extractDocumentSentiment`
# @return [Boolean]
attr_accessor :extract_document_sentiment
alias_method :extract_document_sentiment?, :extract_document_sentiment
# Extract entities.
# Corresponds to the JSON property `extractEntities`
# @return [Boolean]
attr_accessor :extract_entities
alias_method :extract_entities?, :extract_entities
# Extract entities and their associated sentiment.
# Corresponds to the JSON property `extractEntitySentiment`
# @return [Boolean]
attr_accessor :extract_entity_sentiment
alias_method :extract_entity_sentiment?, :extract_entity_sentiment
# Extract syntax information.
# Corresponds to the JSON property `extractSyntax`
# @return [Boolean]
attr_accessor :extract_syntax
alias_method :extract_syntax?, :extract_syntax
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@classify_text = args[:classify_text] if args.key?(:classify_text)
@extract_document_sentiment = args[:extract_document_sentiment] if args.key?(:extract_document_sentiment)
@extract_entities = args[:extract_entities] if args.key?(:extract_entities)
@extract_entity_sentiment = args[:extract_entity_sentiment] if args.key?(:extract_entity_sentiment)
@extract_syntax = args[:extract_syntax] if args.key?(:extract_syntax)
end
end
# Represents part of speech information for a token.
class PartOfSpeech
include Google::Apis::Core::Hashable
# The grammatical aspect.
# Corresponds to the JSON property `aspect`
# @return [String]
attr_accessor :aspect
# The grammatical case.
# Corresponds to the JSON property `case`
# @return [String]
attr_accessor :case
# The grammatical form.
# Corresponds to the JSON property `form`
# @return [String]
attr_accessor :form
# The grammatical gender.
# Corresponds to the JSON property `gender`
# @return [String]
attr_accessor :gender
# The grammatical mood.
# Corresponds to the JSON property `mood`
# @return [String]
attr_accessor :mood
# The grammatical number.
# Corresponds to the JSON property `number`
# @return [String]
attr_accessor :number
# The grammatical person.
# Corresponds to the JSON property `person`
# @return [String]
attr_accessor :person
# The grammatical properness.
# Corresponds to the JSON property `proper`
# @return [String]
attr_accessor :proper
# The grammatical reciprocity.
# Corresponds to the JSON property `reciprocity`
# @return [String]
attr_accessor :reciprocity
# The part of speech tag.
# Corresponds to the JSON property `tag`
# @return [String]
attr_accessor :tag
# The grammatical tense.
# Corresponds to the JSON property `tense`
# @return [String]
attr_accessor :tense
# The grammatical voice.
# Corresponds to the JSON property `voice`
# @return [String]
attr_accessor :voice
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@aspect = args[:aspect] if args.key?(:aspect)
@case = args[:case] if args.key?(:case)
@form = args[:form] if args.key?(:form)
@gender = args[:gender] if args.key?(:gender)
@mood = args[:mood] if args.key?(:mood)
@number = args[:number] if args.key?(:number)
@person = args[:person] if args.key?(:person)
@proper = args[:proper] if args.key?(:proper)
@reciprocity = args[:reciprocity] if args.key?(:reciprocity)
@tag = args[:tag] if args.key?(:tag)
@tense = args[:tense] if args.key?(:tense)
@voice = args[:voice] if args.key?(:voice)
end
end
# Represents a sentence in the input document.
class Sentence
include Google::Apis::Core::Hashable
# Represents the feeling associated with the entire text or entities in
# the text.
# Next ID: 6
# Corresponds to the JSON property `sentiment`
# @return [Google::Apis::LanguageV1beta2::Sentiment]
attr_accessor :sentiment
# Represents an output piece of text.
# Corresponds to the JSON property `text`
# @return [Google::Apis::LanguageV1beta2::TextSpan]
attr_accessor :text
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@sentiment = args[:sentiment] if args.key?(:sentiment)
@text = args[:text] if args.key?(:text)
end
end
# Represents the feeling associated with the entire text or entities in
# the text.
# Next ID: 6
class Sentiment
include Google::Apis::Core::Hashable
# A non-negative number in the [0, +inf) range, which represents
# the absolute magnitude of sentiment regardless of score (positive or
# negative).
# Corresponds to the JSON property `magnitude`
# @return [Float]
attr_accessor :magnitude
# Sentiment score between -1.0 (negative sentiment) and 1.0
# (positive sentiment).
# Corresponds to the JSON property `score`
# @return [Float]
attr_accessor :score
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@magnitude = args[:magnitude] if args.key?(:magnitude)
@score = args[:score] if args.key?(:score)
end
end
# 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). The error model is designed to be:
# - Simple to use and understand for most users
# - Flexible enough to meet unexpected needs
# # Overview
# The `Status` message contains three pieces of data: error code, error
# message, and error details. The error code should be an enum value of
# google.rpc.Code, but it may accept additional error codes if needed. The
# error message should be a developer-facing English message that helps
# developers *understand* and *resolve* the error. If a localized user-facing
# error message is needed, put the localized message in the error details or
# localize it in the client. The optional error details may contain arbitrary
# information about the error. There is a predefined set of error detail types
# in the package `google.rpc` that can be used for common error conditions.
# # Language mapping
# The `Status` message is the logical representation of the error model, but it
# is not necessarily the actual wire format. When the `Status` message is
# exposed in different client libraries and different wire protocols, it can be
# mapped differently. For example, it will likely be mapped to some exceptions
# in Java, but more likely mapped to some error codes in C.
# # Other uses
# The error model and the `Status` message can be used in a variety of
# environments, either with or without APIs, to provide a
# consistent developer experience across different environments.
# Example uses of this error model include:
# - Partial errors. If a service needs to return partial errors to the client,
# it may embed the `Status` in the normal response to indicate the partial
# errors.
# - Workflow errors. A typical workflow has multiple steps. Each step may
# have a `Status` message for error reporting.
# - Batch operations. If a client uses batch request and batch response, the
# `Status` message should be used directly inside batch response, one for
# each error sub-response.
# - Asynchronous operations. If an API call embeds asynchronous operation
# results in its response, the status of those operations should be
# represented directly using the `Status` message.
# - Logging. If some API errors are stored in logs, the message `Status` could
# be used directly after any stripping needed for security/privacy reasons.
class Status
include Google::Apis::Core::Hashable
# The status code, which should be an enum value of google.rpc.Code.
# Corresponds to the JSON property `code`
# @return [Fixnum]
attr_accessor :code
# A list of messages that carry the error details. There is a common set of
# message types for APIs to use.
# Corresponds to the JSON property `details`
# @return [Array<Hash<String,Object>>]
attr_accessor :details
# 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.
# Corresponds to the JSON property `message`
# @return [String]
attr_accessor :message
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@code = args[:code] if args.key?(:code)
@details = args[:details] if args.key?(:details)
@message = args[:message] if args.key?(:message)
end
end
# Represents an output piece of text.
class TextSpan
include Google::Apis::Core::Hashable
# The API calculates the beginning offset of the content in the original
# document according to the EncodingType specified in the API request.
# Corresponds to the JSON property `beginOffset`
# @return [Fixnum]
attr_accessor :begin_offset
# The content of the output text.
# Corresponds to the JSON property `content`
# @return [String]
attr_accessor :content
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@begin_offset = args[:begin_offset] if args.key?(:begin_offset)
@content = args[:content] if args.key?(:content)
end
end
# Represents the smallest syntactic building block of the text.
class Token
include Google::Apis::Core::Hashable
# Represents dependency parse tree information for a token.
# Corresponds to the JSON property `dependencyEdge`
# @return [Google::Apis::LanguageV1beta2::DependencyEdge]
attr_accessor :dependency_edge
# [Lemma](https://en.wikipedia.org/wiki/Lemma_%28morphology%29) of the token.
# Corresponds to the JSON property `lemma`
# @return [String]
attr_accessor :lemma
# Represents part of speech information for a token.
# Corresponds to the JSON property `partOfSpeech`
# @return [Google::Apis::LanguageV1beta2::PartOfSpeech]
attr_accessor :part_of_speech
# Represents an output piece of text.
# Corresponds to the JSON property `text`
# @return [Google::Apis::LanguageV1beta2::TextSpan]
attr_accessor :text
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@dependency_edge = args[:dependency_edge] if args.key?(:dependency_edge)
@lemma = args[:lemma] if args.key?(:lemma)
@part_of_speech = args[:part_of_speech] if args.key?(:part_of_speech)
@text = args[:text] if args.key?(:text)
end
end
end
end
end