// Copyright 2022 Google LLC // // 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.dialogflow.v2; import "google/api/annotations.proto"; import "google/api/client.proto"; import "google/api/field_behavior.proto"; import "google/api/resource.proto"; import "google/cloud/dialogflow/v2/audio_config.proto"; import "google/cloud/dialogflow/v2/context.proto"; import "google/cloud/dialogflow/v2/intent.proto"; import "google/cloud/dialogflow/v2/session_entity_type.proto"; import "google/protobuf/duration.proto"; import "google/protobuf/field_mask.proto"; import "google/protobuf/struct.proto"; import "google/rpc/status.proto"; import "google/type/latlng.proto"; option cc_enable_arenas = true; option csharp_namespace = "Google.Cloud.Dialogflow.V2"; option go_package = "google.golang.org/genproto/googleapis/cloud/dialogflow/v2;dialogflow"; option java_multiple_files = true; option java_outer_classname = "SessionProto"; option java_package = "com.google.cloud.dialogflow.v2"; option objc_class_prefix = "DF"; option (google.api.resource_definition) = { type: "dialogflow.googleapis.com/Session" pattern: "projects/{project}/agent/sessions/{session}" pattern: "projects/{project}/agent/environments/{environment}/users/{user}/sessions/{session}" pattern: "projects/{project}/locations/{location}/agent/sessions/{session}" pattern: "projects/{project}/locations/{location}/agent/environments/{environment}/users/{user}/sessions/{session}" }; // A service used for session interactions. // // For more information, see the [API interactions // guide](https://cloud.google.com/dialogflow/docs/api-overview). service Sessions { option (google.api.default_host) = "dialogflow.googleapis.com"; option (google.api.oauth_scopes) = "https://www.googleapis.com/auth/cloud-platform," "https://www.googleapis.com/auth/dialogflow"; // Processes a natural language query and returns structured, actionable data // as a result. This method is not idempotent, because it may cause contexts // and session entity types to be updated, which in turn might affect // results of future queries. // // If you might use // [Agent Assist](https://cloud.google.com/dialogflow/docs/#aa) // or other CCAI products now or in the future, consider using // [AnalyzeContent][google.cloud.dialogflow.v2.Participants.AnalyzeContent] // instead of `DetectIntent`. `AnalyzeContent` has additional // functionality for Agent Assist and other CCAI products. // // Note: Always use agent versions for production traffic. // See [Versions and // environments](https://cloud.google.com/dialogflow/es/docs/agents-versions). rpc DetectIntent(DetectIntentRequest) returns (DetectIntentResponse) { option (google.api.http) = { post: "/v2/{session=projects/*/agent/sessions/*}:detectIntent" body: "*" additional_bindings { post: "/v2/{session=projects/*/agent/environments/*/users/*/sessions/*}:detectIntent" body: "*" } additional_bindings { post: "/v2/{session=projects/*/locations/*/agent/sessions/*}:detectIntent" body: "*" } additional_bindings { post: "/v2/{session=projects/*/locations/*/agent/environments/*/users/*/sessions/*}:detectIntent" body: "*" } }; option (google.api.method_signature) = "session,query_input"; } // Processes a natural language query in audio format in a streaming fashion // and returns structured, actionable data as a result. This method is only // available via the gRPC API (not REST). // // If you might use // [Agent Assist](https://cloud.google.com/dialogflow/docs/#aa) // or other CCAI products now or in the future, consider using // [StreamingAnalyzeContent][google.cloud.dialogflow.v2.Participants.StreamingAnalyzeContent] // instead of `StreamingDetectIntent`. `StreamingAnalyzeContent` has // additional functionality for Agent Assist and other CCAI products. // // Note: Always use agent versions for production traffic. // See [Versions and // environments](https://cloud.google.com/dialogflow/es/docs/agents-versions). rpc StreamingDetectIntent(stream StreamingDetectIntentRequest) returns (stream StreamingDetectIntentResponse) { } } // The request to detect user's intent. message DetectIntentRequest { // Required. The name of the session this query is sent to. Format: // `projects//agent/sessions/`, or // `projects//agent/environments//users//sessions/`. If `Environment ID` is not specified, we assume // default 'draft' environment (`Environment ID` might be referred to as // environment name at some places). If `User ID` is not specified, we are // using "-". It's up to the API caller to choose an appropriate `Session ID` // and `User Id`. They can be a random number or some type of user and session // identifiers (preferably hashed). The length of the `Session ID` and // `User ID` must not exceed 36 characters. // // For more information, see the [API interactions // guide](https://cloud.google.com/dialogflow/docs/api-overview). // // Note: Always use agent versions for production traffic. // See [Versions and // environments](https://cloud.google.com/dialogflow/es/docs/agents-versions). string session = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "dialogflow.googleapis.com/Session" } ]; // The parameters of this query. QueryParameters query_params = 2; // Required. The input specification. It can be set to: // // 1. an audio config // which instructs the speech recognizer how to process the speech audio, // // 2. a conversational query in the form of text, or // // 3. an event that specifies which intent to trigger. QueryInput query_input = 3 [(google.api.field_behavior) = REQUIRED]; // Instructs the speech synthesizer how to generate the output // audio. If this field is not set and agent-level speech synthesizer is not // configured, no output audio is generated. OutputAudioConfig output_audio_config = 4; // Mask for [output_audio_config][google.cloud.dialogflow.v2.DetectIntentRequest.output_audio_config] indicating which settings in this // request-level config should override speech synthesizer settings defined at // agent-level. // // If unspecified or empty, [output_audio_config][google.cloud.dialogflow.v2.DetectIntentRequest.output_audio_config] replaces the agent-level // config in its entirety. google.protobuf.FieldMask output_audio_config_mask = 7; // The natural language speech audio to be processed. This field // should be populated iff `query_input` is set to an input audio config. // A single request can contain up to 1 minute of speech audio data. bytes input_audio = 5; } // The message returned from the DetectIntent method. message DetectIntentResponse { // The unique identifier of the response. It can be used to // locate a response in the training example set or for reporting issues. string response_id = 1; // The selected results of the conversational query or event processing. // See `alternative_query_results` for additional potential results. QueryResult query_result = 2; // Specifies the status of the webhook request. google.rpc.Status webhook_status = 3; // The audio data bytes encoded as specified in the request. // Note: The output audio is generated based on the values of default platform // text responses found in the `query_result.fulfillment_messages` field. If // multiple default text responses exist, they will be concatenated when // generating audio. If no default platform text responses exist, the // generated audio content will be empty. // // In some scenarios, multiple output audio fields may be present in the // response structure. In these cases, only the top-most-level audio output // has content. bytes output_audio = 4; // The config used by the speech synthesizer to generate the output audio. OutputAudioConfig output_audio_config = 6; } // Represents the parameters of the conversational query. message QueryParameters { // The time zone of this conversational query from the // [time zone database](https://www.iana.org/time-zones), e.g., // America/New_York, Europe/Paris. If not provided, the time zone specified in // agent settings is used. string time_zone = 1; // The geo location of this conversational query. google.type.LatLng geo_location = 2; // The collection of contexts to be activated before this query is // executed. repeated Context contexts = 3; // Specifies whether to delete all contexts in the current session // before the new ones are activated. bool reset_contexts = 4; // Additional session entity types to replace or extend developer // entity types with. The entity synonyms apply to all languages and persist // for the session of this query. repeated SessionEntityType session_entity_types = 5; // This field can be used to pass custom data to your webhook. // Arbitrary JSON objects are supported. // If supplied, the value is used to populate the // `WebhookRequest.original_detect_intent_request.payload` // field sent to your webhook. google.protobuf.Struct payload = 6; // Configures the type of sentiment analysis to perform. If not // provided, sentiment analysis is not performed. SentimentAnalysisRequestConfig sentiment_analysis_request_config = 10; // This field can be used to pass HTTP headers for a webhook // call. These headers will be sent to webhook along with the headers that // have been configured through the Dialogflow web console. The headers // defined within this field will overwrite the headers configured through the // Dialogflow console if there is a conflict. Header names are // case-insensitive. Google's specified headers are not allowed. Including: // "Host", "Content-Length", "Connection", "From", "User-Agent", // "Accept-Encoding", "If-Modified-Since", "If-None-Match", "X-Forwarded-For", // etc. map webhook_headers = 14; } // Represents the query input. It can contain either: // // 1. An audio config which // instructs the speech recognizer how to process the speech audio. // // 2. A conversational query in the form of text,. // // 3. An event that specifies which intent to trigger. message QueryInput { // Required. The input specification. oneof input { // Instructs the speech recognizer how to process the speech audio. InputAudioConfig audio_config = 1; // The natural language text to be processed. Text length must not exceed // 256 character for virtual agent interactions. TextInput text = 2; // The event to be processed. EventInput event = 3; } } // Represents the result of conversational query or event processing. message QueryResult { // The original conversational query text: // // - If natural language text was provided as input, `query_text` contains // a copy of the input. // - If natural language speech audio was provided as input, `query_text` // contains the speech recognition result. If speech recognizer produced // multiple alternatives, a particular one is picked. // - If automatic spell correction is enabled, `query_text` will contain the // corrected user input. string query_text = 1; // The language that was triggered during intent detection. // See [Language // Support](https://cloud.google.com/dialogflow/docs/reference/language) // for a list of the currently supported language codes. string language_code = 15; // The Speech recognition confidence between 0.0 and 1.0. A higher number // indicates an estimated greater likelihood that the recognized words are // correct. The default of 0.0 is a sentinel value indicating that confidence // was not set. // // This field is not guaranteed to be accurate or set. In particular this // field isn't set for StreamingDetectIntent since the streaming endpoint has // separate confidence estimates per portion of the audio in // StreamingRecognitionResult. float speech_recognition_confidence = 2; // The action name from the matched intent. string action = 3; // The collection of extracted parameters. // // Depending on your protocol or client library language, this is a // map, associative array, symbol table, dictionary, or JSON object // composed of a collection of (MapKey, MapValue) pairs: // // - MapKey type: string // - MapKey value: parameter name // - MapValue type: // - If parameter's entity type is a composite entity: map // - Else: depending on parameter value type, could be one of string, // number, boolean, null, list or map // - MapValue value: // - If parameter's entity type is a composite entity: // map from composite entity property names to property values // - Else: parameter value google.protobuf.Struct parameters = 4; // This field is set to: // // - `false` if the matched intent has required parameters and not all of // the required parameter values have been collected. // - `true` if all required parameter values have been collected, or if the // matched intent doesn't contain any required parameters. bool all_required_params_present = 5; // Indicates whether the conversational query triggers a cancellation for slot // filling. For more information, see the [cancel slot filling // documentation](https://cloud.google.com/dialogflow/es/docs/intents-actions-parameters#cancel). bool cancels_slot_filling = 21; // The text to be pronounced to the user or shown on the screen. // Note: This is a legacy field, `fulfillment_messages` should be preferred. string fulfillment_text = 6; // The collection of rich messages to present to the user. repeated Intent.Message fulfillment_messages = 7; // If the query was fulfilled by a webhook call, this field is set to the // value of the `source` field returned in the webhook response. string webhook_source = 8; // If the query was fulfilled by a webhook call, this field is set to the // value of the `payload` field returned in the webhook response. google.protobuf.Struct webhook_payload = 9; // The collection of output contexts. If applicable, // `output_contexts.parameters` contains entries with name // `.original` containing the original parameter values // before the query. repeated Context output_contexts = 10; // The intent that matched the conversational query. Some, not // all fields are filled in this message, including but not limited to: // `name`, `display_name`, `end_interaction` and `is_fallback`. Intent intent = 11; // The intent detection confidence. Values range from 0.0 // (completely uncertain) to 1.0 (completely certain). // This value is for informational purpose only and is only used to // help match the best intent within the classification threshold. // This value may change for the same end-user expression at any time due to a // model retraining or change in implementation. // If there are `multiple knowledge_answers` messages, this value is set to // the greatest `knowledgeAnswers.match_confidence` value in the list. float intent_detection_confidence = 12; // Free-form diagnostic information for the associated detect intent request. // The fields of this data can change without notice, so you should not write // code that depends on its structure. // The data may contain: // // - webhook call latency // - webhook errors google.protobuf.Struct diagnostic_info = 14; // The sentiment analysis result, which depends on the // `sentiment_analysis_request_config` specified in the request. SentimentAnalysisResult sentiment_analysis_result = 17; } // The top-level message sent by the client to the // [Sessions.StreamingDetectIntent][google.cloud.dialogflow.v2.Sessions.StreamingDetectIntent] method. // // Multiple request messages should be sent in order: // // 1. The first message must contain // [session][google.cloud.dialogflow.v2.StreamingDetectIntentRequest.session], // [query_input][google.cloud.dialogflow.v2.StreamingDetectIntentRequest.query_input] plus optionally // [query_params][google.cloud.dialogflow.v2.StreamingDetectIntentRequest.query_params]. If the client // wants to receive an audio response, it should also contain // [output_audio_config][google.cloud.dialogflow.v2.StreamingDetectIntentRequest.output_audio_config]. // The message must not contain // [input_audio][google.cloud.dialogflow.v2.StreamingDetectIntentRequest.input_audio]. // 2. If [query_input][google.cloud.dialogflow.v2.StreamingDetectIntentRequest.query_input] was set to // [query_input.audio_config][google.cloud.dialogflow.v2.InputAudioConfig], all subsequent // messages must contain // [input_audio][google.cloud.dialogflow.v2.StreamingDetectIntentRequest.input_audio] to continue with // Speech recognition. // If you decide to rather detect an intent from text input after you // already started Speech recognition, please send a message with // [query_input.text][google.cloud.dialogflow.v2.QueryInput.text]. // // However, note that: // // * Dialogflow will bill you for the audio duration so far. // * Dialogflow discards all Speech recognition results in favor of the // input text. // * Dialogflow will use the language code from the first message. // // After you sent all input, you must half-close or abort the request stream. message StreamingDetectIntentRequest { // Required. The name of the session the query is sent to. // Format of the session name: // `projects//agent/sessions/`, or // `projects//agent/environments//users//sessions/`. If `Environment ID` is not specified, we assume // default 'draft' environment. If `User ID` is not specified, we are using // "-". It's up to the API caller to choose an appropriate `Session ID` and // `User Id`. They can be a random number or some type of user and session // identifiers (preferably hashed). The length of the `Session ID` and // `User ID` must not exceed 36 characters. // // For more information, see the [API interactions // guide](https://cloud.google.com/dialogflow/docs/api-overview). // // Note: Always use agent versions for production traffic. // See [Versions and // environments](https://cloud.google.com/dialogflow/es/docs/agents-versions). string session = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "dialogflow.googleapis.com/Session" } ]; // The parameters of this query. QueryParameters query_params = 2; // Required. The input specification. It can be set to: // // 1. an audio config which instructs the speech recognizer how to process // the speech audio, // // 2. a conversational query in the form of text, or // // 3. an event that specifies which intent to trigger. QueryInput query_input = 3 [(google.api.field_behavior) = REQUIRED]; // Please use [InputAudioConfig.single_utterance][google.cloud.dialogflow.v2.InputAudioConfig.single_utterance] instead. // If `false` (default), recognition does not cease until // the client closes the stream. If `true`, the recognizer will detect a // single spoken utterance in input audio. Recognition ceases when it detects // the audio's voice has stopped or paused. In this case, once a detected // intent is received, the client should close the stream and start a new // request with a new stream as needed. // This setting is ignored when `query_input` is a piece of text or an event. bool single_utterance = 4 [deprecated = true]; // Instructs the speech synthesizer how to generate the output // audio. If this field is not set and agent-level speech synthesizer is not // configured, no output audio is generated. OutputAudioConfig output_audio_config = 5; // Mask for [output_audio_config][google.cloud.dialogflow.v2.StreamingDetectIntentRequest.output_audio_config] indicating which settings in this // request-level config should override speech synthesizer settings defined at // agent-level. // // If unspecified or empty, [output_audio_config][google.cloud.dialogflow.v2.StreamingDetectIntentRequest.output_audio_config] replaces the agent-level // config in its entirety. google.protobuf.FieldMask output_audio_config_mask = 7; // The input audio content to be recognized. Must be sent if // `query_input` was set to a streaming input audio config. The complete audio // over all streaming messages must not exceed 1 minute. bytes input_audio = 6; } // The top-level message returned from the // `StreamingDetectIntent` method. // // Multiple response messages can be returned in order: // // 1. If the `StreamingDetectIntentRequest.input_audio` field was // set, the `recognition_result` field is populated for one // or more messages. // See the [StreamingRecognitionResult][google.cloud.dialogflow.v2.StreamingRecognitionResult] message for details // about the result message sequence. // // 2. The next message contains `response_id`, `query_result` // and optionally `webhook_status` if a WebHook was called. message StreamingDetectIntentResponse { // The unique identifier of the response. It can be used to // locate a response in the training example set or for reporting issues. string response_id = 1; // The result of speech recognition. StreamingRecognitionResult recognition_result = 2; // The result of the conversational query or event processing. QueryResult query_result = 3; // Specifies the status of the webhook request. google.rpc.Status webhook_status = 4; // The audio data bytes encoded as specified in the request. // Note: The output audio is generated based on the values of default platform // text responses found in the `query_result.fulfillment_messages` field. If // multiple default text responses exist, they will be concatenated when // generating audio. If no default platform text responses exist, the // generated audio content will be empty. // // In some scenarios, multiple output audio fields may be present in the // response structure. In these cases, only the top-most-level audio output // has content. bytes output_audio = 5; // The config used by the speech synthesizer to generate the output audio. OutputAudioConfig output_audio_config = 6; } // Contains a speech recognition result corresponding to a portion of the audio // that is currently being processed or an indication that this is the end // of the single requested utterance. // // While end-user audio is being processed, Dialogflow sends a series of // results. Each result may contain a `transcript` value. A transcript // represents a portion of the utterance. While the recognizer is processing // audio, transcript values may be interim values or finalized values. // Once a transcript is finalized, the `is_final` value is set to true and // processing continues for the next transcript. // // If `StreamingDetectIntentRequest.query_input.audio_config.single_utterance` // was true, and the recognizer has completed processing audio, // the `message_type` value is set to `END_OF_SINGLE_UTTERANCE and the // following (last) result contains the last finalized transcript. // // The complete end-user utterance is determined by concatenating the // finalized transcript values received for the series of results. // // In the following example, single utterance is enabled. In the case where // single utterance is not enabled, result 7 would not occur. // // ``` // Num | transcript | message_type | is_final // --- | ----------------------- | ----------------------- | -------- // 1 | "tube" | TRANSCRIPT | false // 2 | "to be a" | TRANSCRIPT | false // 3 | "to be" | TRANSCRIPT | false // 4 | "to be or not to be" | TRANSCRIPT | true // 5 | "that's" | TRANSCRIPT | false // 6 | "that is | TRANSCRIPT | false // 7 | unset | END_OF_SINGLE_UTTERANCE | unset // 8 | " that is the question" | TRANSCRIPT | true // ``` // // Concatenating the finalized transcripts with `is_final` set to true, // the complete utterance becomes "to be or not to be that is the question". message StreamingRecognitionResult { // Type of the response message. enum MessageType { // Not specified. Should never be used. MESSAGE_TYPE_UNSPECIFIED = 0; // Message contains a (possibly partial) transcript. TRANSCRIPT = 1; // Event indicates that the server has detected the end of the user's speech // utterance and expects no additional inputs. // Therefore, the server will not process additional audio (although it may subsequently return additional results). The // client should stop sending additional audio data, half-close the gRPC // connection, and wait for any additional results until the server closes // the gRPC connection. This message is only sent if `single_utterance` was // set to `true`, and is not used otherwise. END_OF_SINGLE_UTTERANCE = 2; } // Type of the result message. MessageType message_type = 1; // Transcript text representing the words that the user spoke. // Populated if and only if `message_type` = `TRANSCRIPT`. string transcript = 2; // If `false`, the `StreamingRecognitionResult` represents an // interim result that may change. If `true`, the recognizer will not return // any further hypotheses about this piece of the audio. May only be populated // for `message_type` = `TRANSCRIPT`. bool is_final = 3; // The Speech confidence between 0.0 and 1.0 for the current portion of audio. // A higher number indicates an estimated greater likelihood that the // recognized words are correct. The default of 0.0 is a sentinel value // indicating that confidence was not set. // // This field is typically only provided if `is_final` is true and you should // not rely on it being accurate or even set. float confidence = 4; // Word-specific information for the words recognized by Speech in // [transcript][google.cloud.dialogflow.v2.StreamingRecognitionResult.transcript]. Populated if and only if `message_type` = `TRANSCRIPT` and // [InputAudioConfig.enable_word_info] is set. repeated SpeechWordInfo speech_word_info = 7; // Time offset of the end of this Speech recognition result relative to the // beginning of the audio. Only populated for `message_type` = `TRANSCRIPT`. google.protobuf.Duration speech_end_offset = 8; // Detected language code for the transcript. string language_code = 10; } // ============================================================================ // Auxiliary proto messages. // // Represents the natural language text to be processed. message TextInput { // Required. The UTF-8 encoded natural language text to be processed. // Text length must not exceed 256 characters for virtual agent interactions. string text = 1 [(google.api.field_behavior) = REQUIRED]; // Required. The language of this conversational query. See [Language // Support](https://cloud.google.com/dialogflow/docs/reference/language) // for a list of the currently supported language codes. Note that queries in // the same session do not necessarily need to specify the same language. string language_code = 2 [(google.api.field_behavior) = REQUIRED]; } // Events allow for matching intents by event name instead of the natural // language input. For instance, input `` can trigger a personalized welcome response. // The parameter `name` may be used by the agent in the response: // `"Hello #welcome_event.name! What can I do for you today?"`. message EventInput { // Required. The unique identifier of the event. string name = 1 [(google.api.field_behavior) = REQUIRED]; // The collection of parameters associated with the event. // // Depending on your protocol or client library language, this is a // map, associative array, symbol table, dictionary, or JSON object // composed of a collection of (MapKey, MapValue) pairs: // // - MapKey type: string // - MapKey value: parameter name // - MapValue type: // - If parameter's entity type is a composite entity: map // - Else: depending on parameter value type, could be one of string, // number, boolean, null, list or map // - MapValue value: // - If parameter's entity type is a composite entity: // map from composite entity property names to property values // - Else: parameter value google.protobuf.Struct parameters = 2; // Required. The language of this query. See [Language // Support](https://cloud.google.com/dialogflow/docs/reference/language) // for a list of the currently supported language codes. Note that queries in // the same session do not necessarily need to specify the same language. // // This field is ignored when used in the context of a // [WebhookResponse.followup_event_input][google.cloud.dialogflow.v2.WebhookResponse.followup_event_input] field, // because the language was already defined in the originating detect // intent request. string language_code = 3 [(google.api.field_behavior) = REQUIRED]; } // Configures the types of sentiment analysis to perform. message SentimentAnalysisRequestConfig { // Instructs the service to perform sentiment analysis on // `query_text`. If not provided, sentiment analysis is not performed on // `query_text`. bool analyze_query_text_sentiment = 1; } // The result of sentiment analysis. Sentiment analysis inspects user input // and identifies the prevailing subjective opinion, especially to determine a // user's attitude as positive, negative, or neutral. // For [Participants.DetectIntent][], it needs to be configured in // [DetectIntentRequest.query_params][google.cloud.dialogflow.v2.DetectIntentRequest.query_params]. For // [Participants.StreamingDetectIntent][], it needs to be configured in // [StreamingDetectIntentRequest.query_params][google.cloud.dialogflow.v2.StreamingDetectIntentRequest.query_params]. // And for [Participants.AnalyzeContent][google.cloud.dialogflow.v2.Participants.AnalyzeContent] and // [Participants.StreamingAnalyzeContent][google.cloud.dialogflow.v2.Participants.StreamingAnalyzeContent], it needs to be configured in // [ConversationProfile.human_agent_assistant_config][google.cloud.dialogflow.v2.ConversationProfile.human_agent_assistant_config] message SentimentAnalysisResult { // The sentiment analysis result for `query_text`. Sentiment query_text_sentiment = 1; } // The sentiment, such as positive/negative feeling or association, for a unit // of analysis, such as the query text. message Sentiment { // Sentiment score between -1.0 (negative sentiment) and 1.0 (positive // sentiment). float score = 1; // A non-negative number in the [0, +inf) range, which represents the absolute // magnitude of sentiment, regardless of score (positive or negative). float magnitude = 2; }