grpc-swift/Examples/Datastore/google/cloud/language/v1beta1/language_service.proto

// Copyright 2016 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.

syntax = "proto3";

package google.cloud.language.v1beta1;

import "google/api/annotations.proto";

option java_multiple_files = true;
option java_outer_classname = "LanguageServiceProto";
option java_package = "com.google.cloud.language.v1beta1";

option go_package = "google.golang.org/genproto/googleapis/cloud/language/v1beta1";

// Provides text analysis operations such as sentiment analysis and entity
// recognition.
service LanguageService {
  // Analyzes the sentiment of the provided text.
  rpc AnalyzeSentiment(AnalyzeSentimentRequest) returns (AnalyzeSentimentResponse) {
    option (google.api.http) = { post: "/v1beta1/documents:analyzeSentiment" body: "*" };
  }

  // Finds named entities (currently finds proper names) in the text,
  // entity types, salience, mentions for each entity, and other properties.
  rpc AnalyzeEntities(AnalyzeEntitiesRequest) returns (AnalyzeEntitiesResponse) {
    option (google.api.http) = { post: "/v1beta1/documents:analyzeEntities" body: "*" };
  }

  // Advanced API that analyzes the document and provides a full set of text
  // annotations, including semantic, syntactic, and sentiment information. This
  // API is intended for users who are familiar with machine learning and need
  // in-depth text features to build upon.
  rpc AnnotateText(AnnotateTextRequest) returns (AnnotateTextResponse) {
    option (google.api.http) = { post: "/v1beta1/documents:annotateText" body: "*" };
  }
}

// ################################################################ #
//
// Represents the input to API methods.
message Document {
  // The document types enum.
  enum Type {
    // The content type is not specified.
    TYPE_UNSPECIFIED = 0;

    // Plain text
    PLAIN_TEXT = 1;

    // HTML
    HTML = 2;
  }

  // Required. If the type is not set or is `TYPE_UNSPECIFIED`,
  // returns an `INVALID_ARGUMENT` error.
  Type type = 1;

  // The source of the document: a string containing the content or a
  // Google Cloud Storage URI.
  oneof source {
    // The content of the input in string format.
    string content = 2;

    // The Google Cloud Storage URI where the file content is located.
    string gcs_content_uri = 3;
  }

  // The language of the document (if not specified, the language is
  // automatically detected). Both ISO and BCP-47 language codes are
  // accepted.<br>
  // **Current Language Restrictions:**
  //
  //  * Only English, Spanish, and Japanese textual content
  //    are supported, with the following additional restriction:
  //    * `analyzeSentiment` only supports English text.
  // 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.
  string language = 4;
}

// Represents a sentence in the input document.
message Sentence {
  // The sentence text.
  TextSpan text = 1;
}

// 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.
message Entity {
  // The type of the entity.
  enum Type {
    // Unknown
    UNKNOWN = 0;

    // Person
    PERSON = 1;

    // Location
    LOCATION = 2;

    // Organization
    ORGANIZATION = 3;

    // Event
    EVENT = 4;

    // Work of art
    WORK_OF_ART = 5;

    // Consumer goods
    CONSUMER_GOOD = 6;

    // Other types
    OTHER = 7;
  }

  // The representative name for the entity.
  string name = 1;

  // The entity type.
  Type type = 2;

  // Metadata associated with the entity.
  //
  // Currently, only Wikipedia URLs are provided, if available.
  // The associated key is "wikipedia_url".
  map<string, string> metadata = 3;

  // 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.
  float salience = 4;

  // The mentions of this entity in the input document. The API currently
  // supports proper noun mentions.
  repeated EntityMention mentions = 5;
}

// Represents the smallest syntactic building block of the text.
message Token {
  // The token text.
  TextSpan text = 1;

  // Parts of speech tag for this token.
  PartOfSpeech part_of_speech = 2;

  // Dependency tree parse for this token.
  DependencyEdge dependency_edge = 3;

  // [Lemma](https://en.wikipedia.org/wiki/Lemma_(morphology))
  // of the token.
  string lemma = 4;
}

// Represents the feeling associated with the entire text or entities in
// the text.
message Sentiment {
  // Polarity of the sentiment in the [-1.0, 1.0] range. Larger numbers
  // represent more positive sentiments.
  float polarity = 1;

  // A non-negative number in the [0, +inf) range, which represents
  // the absolute magnitude of sentiment regardless of polarity (positive or
  // negative).
  float magnitude = 2;
}

// Represents part of speech information for a token.
message PartOfSpeech {
  // The part of speech tags enum.
  enum Tag {
    // Unknown
    UNKNOWN = 0;

    // Adjective
    ADJ = 1;

    // Adposition (preposition and postposition)
    ADP = 2;

    // Adverb
    ADV = 3;

    // Conjunction
    CONJ = 4;

    // Determiner
    DET = 5;

    // Noun (common and proper)
    NOUN = 6;

    // Cardinal number
    NUM = 7;

    // Pronoun
    PRON = 8;

    // Particle or other function word
    PRT = 9;

    // Punctuation
    PUNCT = 10;

    // Verb (all tenses and modes)
    VERB = 11;

    // Other: foreign words, typos, abbreviations
    X = 12;

    // Affix
    AFFIX = 13;
  }

  // The part of speech tag.
  Tag tag = 1;
}

// Represents dependency parse tree information for a token.
message DependencyEdge {
  // The parse label enum for the token.
  enum Label {
    // Unknown
    UNKNOWN = 0;

    // Abbreviation modifier
    ABBREV = 1;

    // Adjectival complement
    ACOMP = 2;

    // Adverbial clause modifier
    ADVCL = 3;

    // Adverbial modifier
    ADVMOD = 4;

    // Adjectival modifier of an NP
    AMOD = 5;

    // Appositional modifier of an NP
    APPOS = 6;

    // Attribute dependent of a copular verb
    ATTR = 7;

    // Auxiliary (non-main) verb
    AUX = 8;

    // Passive auxiliary
    AUXPASS = 9;

    // Coordinating conjunction
    CC = 10;

    // Clausal complement of a verb or adjective
    CCOMP = 11;

    // Conjunct
    CONJ = 12;

    // Clausal subject
    CSUBJ = 13;

    // Clausal passive subject
    CSUBJPASS = 14;

    // Dependency (unable to determine)
    DEP = 15;

    // Determiner
    DET = 16;

    // Discourse
    DISCOURSE = 17;

    // Direct object
    DOBJ = 18;

    // Expletive
    EXPL = 19;

    // Goes with (part of a word in a text not well edited)
    GOESWITH = 20;

    // Indirect object
    IOBJ = 21;

    // Marker (word introducing a subordinate clause)
    MARK = 22;

    // Multi-word expression
    MWE = 23;

    // Multi-word verbal expression
    MWV = 24;

    // Negation modifier
    NEG = 25;

    // Noun compound modifier
    NN = 26;

    // Noun phrase used as an adverbial modifier
    NPADVMOD = 27;

    // Nominal subject
    NSUBJ = 28;

    // Passive nominal subject
    NSUBJPASS = 29;

    // Numeric modifier of a noun
    NUM = 30;

    // Element of compound number
    NUMBER = 31;

    // Punctuation mark
    P = 32;

    // Parataxis relation
    PARATAXIS = 33;

    // Participial modifier
    PARTMOD = 34;

    // The complement of a preposition is a clause
    PCOMP = 35;

    // Object of a preposition
    POBJ = 36;

    // Possession modifier
    POSS = 37;

    // Postverbal negative particle
    POSTNEG = 38;

    // Predicate complement
    PRECOMP = 39;

    // Preconjunt
    PRECONJ = 40;

    // Predeterminer
    PREDET = 41;

    // Prefix
    PREF = 42;

    // Prepositional modifier
    PREP = 43;

    // The relationship between a verb and verbal morpheme
    PRONL = 44;

    // Particle
    PRT = 45;

    // Associative or possessive marker
    PS = 46;

    // Quantifier phrase modifier
    QUANTMOD = 47;

    // Relative clause modifier
    RCMOD = 48;

    // Complementizer in relative clause
    RCMODREL = 49;

    // Ellipsis without a preceding predicate
    RDROP = 50;

    // Referent
    REF = 51;

    // Remnant
    REMNANT = 52;

    // Reparandum
    REPARANDUM = 53;

    // Root
    ROOT = 54;

    // Suffix specifying a unit of number
    SNUM = 55;

    // Suffix
    SUFF = 56;

    // Temporal modifier
    TMOD = 57;

    // Topic marker
    TOPIC = 58;

    // Clause headed by an infinite form of the verb that modifies a noun
    VMOD = 59;

    // Vocative
    VOCATIVE = 60;

    // Open clausal complement
    XCOMP = 61;

    // Name suffix
    SUFFIX = 62;

    // Name title
    TITLE = 63;

    // Adverbial phrase modifier
    ADVPHMOD = 64;

    // Causative auxiliary
    AUXCAUS = 65;

    // Helper auxiliary
    AUXVV = 66;

    // Rentaishi (Prenominal modifier)
    DTMOD = 67;

    // Foreign words
    FOREIGN = 68;

    // Keyword
    KW = 69;

    // List for chains of comparable items
    LIST = 70;

    // Nominalized clause
    NOMC = 71;

    // Nominalized clausal subject
    NOMCSUBJ = 72;

    // Nominalized clausal passive
    NOMCSUBJPASS = 73;

    // Compound of numeric modifier
    NUMC = 74;

    // Copula
    COP = 75;

    // Dislocated relation (for fronted/topicalized elements)
    DISLOCATED = 76;
  }

  // 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.
  int32 head_token_index = 1;

  // The parse label for the token.
  Label label = 2;
}

// Represents a mention for an entity in the text. Currently, proper noun
// mentions are supported.
message EntityMention {
  // The mention text.
  TextSpan text = 1;
}

// Represents an output piece of text.
message TextSpan {
  // The content of the output text.
  string content = 1;

  // The API calculates the beginning offset of the content in the original
  // document according to the [EncodingType][google.cloud.language.v1beta1.EncodingType] specified in the API request.
  int32 begin_offset = 2;
}

// The sentiment analysis request message.
message AnalyzeSentimentRequest {
  // Input document. Currently, `analyzeSentiment` only supports English text
  // ([Document.language][google.cloud.language.v1beta1.Document.language]="EN").
  Document document = 1;
}

// The sentiment analysis response message.
message AnalyzeSentimentResponse {
  // The overall sentiment of the input document.
  Sentiment document_sentiment = 1;

  // 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.
  string language = 2;
}

// The entity analysis request message.
message AnalyzeEntitiesRequest {
  // Input document.
  Document document = 1;

  // The encoding type used by the API to calculate offsets.
  EncodingType encoding_type = 2;
}

// The entity analysis response message.
message AnalyzeEntitiesResponse {
  // The recognized entities in the input document.
  repeated Entity entities = 1;

  // 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.
  string language = 2;
}

// The request message for the advanced text annotation API, which performs all
// the above plus syntactic analysis.
message AnnotateTextRequest {
  // All available features for sentiment, syntax, and semantic analysis.
  // Setting each one to true will enable that specific analysis for the input.
  message Features {
    // Extract syntax information.
    bool extract_syntax = 1;

    // Extract entities.
    bool extract_entities = 2;

    // Extract document-level sentiment.
    bool extract_document_sentiment = 3;
  }

  // Input document.
  Document document = 1;

  // The enabled features.
  Features features = 2;

  // The encoding type used by the API to calculate offsets.
  EncodingType encoding_type = 3;
}

// The text annotations response message.
message AnnotateTextResponse {
  // Sentences in the input document. Populated if the user enables
  // [AnnotateTextRequest.Features.extract_syntax][google.cloud.language.v1beta1.AnnotateTextRequest.Features.extract_syntax].
  repeated Sentence sentences = 1;

  // Tokens, along with their syntactic information, in the input document.
  // Populated if the user enables
  // [AnnotateTextRequest.Features.extract_syntax][google.cloud.language.v1beta1.AnnotateTextRequest.Features.extract_syntax].
  repeated Token tokens = 2;

  // Entities, along with their semantic information, in the input document.
  // Populated if the user enables
  // [AnnotateTextRequest.Features.extract_entities][google.cloud.language.v1beta1.AnnotateTextRequest.Features.extract_entities].
  repeated Entity entities = 3;

  // The overall sentiment for the document. Populated if the user enables
  // [AnnotateTextRequest.Features.extract_document_sentiment][google.cloud.language.v1beta1.AnnotateTextRequest.Features.extract_document_sentiment].
  Sentiment document_sentiment = 4;

  // 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.
  string language = 5;
}

// 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.
enum EncodingType {
  // If `EncodingType` is not specified, encoding-dependent information (such as
  // `begin_offset`) will be set at `-1`.
  NONE = 0;

  // 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.
  UTF8 = 1;

  // 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.
  UTF16 = 2;

  // 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.
  UTF32 = 3;
}