API documentation for language_v1beta2.types package.
Classes
AnalyzeEntitiesRequest
The entity analysis request message. .. attribute:: document
Required. Input document.
AnalyzeEntitiesResponse
The entity analysis response message. .. attribute:: entities
The recognized entities in the input document.
:type: Sequence[google.cloud.language_v1beta2.types.Entity]
AnalyzeEntitySentimentRequest
The entity-level sentiment analysis request message. .. attribute:: document
Required. Input document.
AnalyzeEntitySentimentResponse
The entity-level sentiment analysis response message. .. attribute:: entities
The recognized entities in the input document with associated sentiments.
:type: Sequence[google.cloud.language_v1beta2.types.Entity]
AnalyzeSentimentRequest
The sentiment analysis request message. .. attribute:: document
Required. Input document.
AnalyzeSentimentResponse
The sentiment analysis response message. .. attribute:: document_sentiment
The overall sentiment of the input document.
AnalyzeSyntaxRequest
The syntax analysis request message. .. attribute:: document
Required. Input document.
AnalyzeSyntaxResponse
The syntax analysis response message. .. attribute:: sentences
Sentences in the input document.
:type: Sequence[google.cloud.language_v1beta2.types.Sentence]
AnnotateTextRequest
The request message for the text annotation API, which can perform multiple analysis types (sentiment, entities, and syntax) in one call.
AnnotateTextResponse
The text annotations response message. .. attribute:: sentences
Sentences in the input document. Populated if the user enables AnnotateTextRequest.Features.extract_syntax.
:type: Sequence[google.cloud.language_v1beta2.types.Sentence]
ClassificationCategory
Represents a category returned from the text classifier. .. attribute:: name
The name of the category representing the document, from the
predefined
taxonomy <https://cloud.google.com/natural-language/docs/categories>__.
:type: str
ClassifyTextRequest
The document classification request message. .. attribute:: document
Required. Input document.
ClassifyTextResponse
The document classification response message. .. attribute:: categories
Categories representing the input document.
:type: Sequence[google.cloud.language_v1beta2.types.ClassificationCategory]
DependencyEdge
Represents dependency parse tree information for a token. .. attribute:: head_token_index
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.
:type: int
Document
Represents the input to API methods.
EncodingType
Represents the text encoding that the caller uses to process the
output. Providing an EncodingType is recommended because the API
provides the beginning offsets for various outputs, such as tokens
and mentions, and languages that natively use different text
encodings may access offsets differently.
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.
EntityMention
Represents a mention for an entity in the text. Currently, proper noun mentions are supported.
PartOfSpeech
Represents part of speech information for a token. .. attribute:: tag
The part of speech tag.
Sentence
Represents a sentence in the input document. .. attribute:: text
The sentence text.
Sentiment
Represents the feeling associated with the entire text or entities in the text. Next ID: 6
TextSpan
Represents an output piece of text. .. attribute:: content
The content of the output text.
:type: str
Token
Represents the smallest syntactic building block of the text. .. attribute:: text
The token text.