// Copyright 2020 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.dataqna.v1alpha; import "google/api/field_behavior.proto"; import "google/api/resource.proto"; import "google/cloud/dataqna/v1alpha/annotated_string.proto"; import "google/protobuf/any.proto"; import "google/protobuf/timestamp.proto"; import "google/rpc/status.proto"; option csharp_namespace = "Google.Cloud.DataQnA.V1Alpha"; option go_package = "google.golang.org/genproto/googleapis/cloud/dataqna/v1alpha;dataqna"; option java_multiple_files = true; option java_outer_classname = "QuestionProto"; option java_package = "com.google.cloud.dataqna.v1alpha"; option php_namespace = "Google\\Cloud\\DataQnA\\V1alpha"; option ruby_package = "Google::Cloud::DataQnA::V1alpha"; // The question resource represents a natural language query, its settings, // understanding generated by the system, and answer retrieval status. // A question cannot be modified. message Question { option (google.api.resource) = { type: "dataqna.googleapis.com/Question" pattern: "projects/{project}/locations/{location}/questions/{question}" }; // Output only. Immutable. The unique identifier for the Question. The ID is server-generated. // Example: `projects/foo/locations/bar/questions/123` string name = 1 [ (google.api.field_behavior) = OUTPUT_ONLY, (google.api.field_behavior) = IMMUTABLE ]; // Required. Immutable. Scopes to be used for the question. A scope defines the relevant data set // scope. It can be a reference to a specific data source or a collection of // data sources. Currently, support is limited to a single BigQuery table. // There must be exactly one `scopes` element. // // Example: // `//bigquery.googleapis.com/projects/test-project/datasets/foo/tables/bar` repeated string scopes = 2 [ (google.api.field_behavior) = REQUIRED, (google.api.field_behavior) = IMMUTABLE ]; // Required. Immutable. The query in natural language. string query = 3 [ (google.api.field_behavior) = REQUIRED, (google.api.field_behavior) = IMMUTABLE ]; // A list of annotations to use instead of the default annotation of a data // source (set in the data source reference resource). There must not be // more than one annotation with the same data source reference. repeated string data_source_annotations = 4; // An error field explaining why interpretation failed. This is only populated // if the interpretation failed. // // Note: This is different from getting a status error on the request itself. // This is not a client or server error and the Question resource is still // persisted, but the service could not interpret the question. Clients should // present the error to the user so the user can rephrase the question. InterpretError interpret_error = 5; // A list of interpretations for this question. repeated Interpretation interpretations = 6; // Time when the question was created. google.protobuf.Timestamp create_time = 7; // Output only. The e-mail address of the user that created this question. string user_email = 8 [(google.api.field_behavior) = OUTPUT_ONLY]; // Input only. Immutable. Flags to request additional information for debugging purposes. DebugFlags debug_flags = 9 [ (google.api.field_behavior) = IMMUTABLE, (google.api.field_behavior) = INPUT_ONLY ]; // Top level debug information. // This will be stored as the type DebugInformation. // Using Any so clients don't need to pull in anything // inside the debug message. google.protobuf.Any debug_info = 10; } // Details on the failure to interpret the question. message InterpretError { // Details on interpretation failure. message InterpretErrorDetails { // Populated if parts of the query are unsupported. InterpretUnsupportedDetails unsupported_details = 1; // Populated if the query is incomplete. InterpretIncompleteQueryDetails incomplete_query_details = 2; // Populated if the query was too ambiguous. InterpretAmbiguityDetails ambiguity_details = 3; } // Details about unsupported parts in a query. message InterpretUnsupportedDetails { // Unsupported operators. For example: median. repeated string operators = 1; // Unsupported intents. repeated string intent = 2; } // Details about an incomplete query. message InterpretIncompleteQueryDetails { // List of missing interpret entities. repeated InterpretEntity entities = 1; } // Details about a query that was too ambiguous. Currently, the message // has no fields and its presence signals that there was ambiguity. message InterpretAmbiguityDetails { } // The interpret error code provides an error category why the interpretation // failed. enum InterpretErrorCode { // No interpret error code was specified. INTERPRET_ERROR_CODE_UNSPECIFIED = 0; // The query is not valid. INVALID_QUERY = 1; // The interpreter failed to understand the question. For example, because // it was too ambiguous. FAILED_TO_UNDERSTAND = 2; // The interpreter could understand the question, but was not able to arrive // at an answer. For example, because a requested operation is not // supported. FAILED_TO_ANSWER = 3; } // Error message explaining why this question could not be interpreted. string message = 1; // The code for the error category why the interpretation failed. InterpretErrorCode code = 2; // Details on interpretation failure. InterpretErrorDetails details = 3; } // Information about the backend status (such as BigQuery) of the execution. message ExecutionInfo { // Enum of possible job execution statuses. enum JobExecutionState { // No job execution was specified. JOB_EXECUTION_STATE_UNSPECIFIED = 0; // No job execution was requested, yet. NOT_EXECUTED = 1; // The job is running. RUNNING = 2; // The job completed successfully. SUCCEEDED = 3; // The job completed unsuccessfully. FAILED = 4; } // Status returned by the backend when the job was created. google.rpc.Status job_creation_status = 1; // Status of the job execution. JobExecutionState job_execution_state = 2; // Time when the execution was triggered. google.protobuf.Timestamp create_time = 3; // BigQuery job information. // Future versions will have different backends. Hence, clients must make sure // they can handle it when this field is not populated. BigQueryJob bigquery_job = 4; } // BigQuery job information. This can be used to query the BigQuery API and // retrieve the current job's status (using // [jobs.get](https://cloud.google.com/bigquery/docs/reference/rest/v2/jobs/get)). message BigQueryJob { // The job ID. string job_id = 1; // The project ID of the job. string project_id = 2; // The location where the job is running. string location = 3; } // An interpretation of a natural language query. message Interpretation { // List of data sources used in the current understanding. repeated string data_sources = 1; // The level of confidence that one of the interpretations is correct. This is // a value in the range [0, 1] where a value of 0.5 or below is to be // considered a low confidence. double confidence = 2; // A list of unused phrases. Clients should display a Did You Mean (DYM) // dialog if this is non-empty, even if this is the only interpretation. repeated string unused_phrases = 3; // Human readable representation of the query. HumanReadable human_readable = 4; // Information about the interpretation structure that helps to understand and // visualize the response. InterpretationStructure interpretation_structure = 5; // Representation of the data query to be sent to the backend. DataQuery data_query = 6; // Information about the backend response. This is populated only if execution // of an interpretation was requested. ExecutionInfo execution_info = 7; } // Representation of the data query for the backend. // This is provided for informational purposes only. Clients should not use // it to send it to the backend directly, but rather use the `execute` RPC // to trigger the execution. Using the `execute` RPC is needed in order to // track the state of a question and report on it correctly to the data // administrators. message DataQuery { // The generated SQL query to be sent to the backend. string sql = 1; } // Human readable interpretation. message HumanReadable { // Generated query explaining the interpretation. AnnotatedString generated_interpretation = 1; // Annotations on the original query. AnnotatedString original_question = 2; } // Information about the interpretation structure that helps to understand and // visualize the response. message InterpretationStructure { // Information about a column. message ColumnInfo { // The alias of the output column as used by the backend. For example, the // field name in the schema provided in the query response in BigQuery. string output_alias = 1; // Human readable name of the output column. string display_name = 2; } // Enumeration of visualzation types to use for query response data. enum VisualizationType { // No visualization type was specified. VISUALIZATION_TYPE_UNSPECIFIED = 0; // Show a table. TABLE = 1; // Show a [bar // chart](https://developers.google.com/chart/interactive/docs/gallery/barchart). BAR_CHART = 2; // Show a [column // chart](https://developers.google.com/chart/interactive/docs/gallery/columnchart). COLUMN_CHART = 3; // Show a // [timeline](https://developers.google.com/chart/interactive/docs/gallery/timeline). TIMELINE = 4; // Show a [scatter // plot](https://developers.google.com/chart/interactive/docs/gallery/scatterchart). SCATTER_PLOT = 5; // Show a [pie // chart](https://developers.google.com/chart/interactive/docs/gallery/piechart). PIE_CHART = 6; // Show a [line // chart](https://developers.google.com/chart/interactive/docs/gallery/linechart). LINE_CHART = 7; // Show an [area // chart](https://developers.google.com/chart/interactive/docs/gallery/areachart). AREA_CHART = 8; // Show a [combo // chart](https://developers.google.com/chart/interactive/docs/gallery/combochart). COMBO_CHART = 9; // Show a // [histogram](https://developers.google.com/chart/interactive/docs/gallery/histogram). HISTOGRAM = 10; // This denotes queries when the user has not specified the particular type // of chart and has mentioned only a generic chart name such as "Chart", // "Plot", "Graph", etc. This will differentiate it from specific charting // terms such as "Bar chart", "Pie chart", etc. GENERIC_CHART = 11; // The user tried to specify a chart type, but the interpreter could not // understand the type. The client should display a generic chart and may // give a hint to the user that the requested type was not understood. CHART_NOT_UNDERSTOOD = 12; } // List of possible visualization types to apply for this interpretation. The // order has no relevance. repeated VisualizationType visualization_types = 1; // Information about the output columns, that is, the columns that will be // returned by the backend. repeated ColumnInfo column_info = 2; } // Configuriation of debug flags. message DebugFlags { // Whether to include the original VAQuery. bool include_va_query = 1; // Whether to include the original nested VAQuery. bool include_nested_va_query = 2; // Whether to include the original human interpretation strings generated // by Analyza. bool include_human_interpretation = 3; // Whether to include the Aqua debug response. bool include_aqua_debug_response = 4; // The time in milliseconds from Unix epoch to be used // to process the query. This is useful for testing // the queries at different time period. // If not set or time_override <= 0, then the current // time is used. int64 time_override = 5; // Set to true if request is initiated by an internal Google user. bool is_internal_google_user = 6; // Determines whether cache needs to be ignored. If set to // true, cache won't be queried and updated. bool ignore_cache = 7; // Whether to include the request/response pair from the call to the // EntityIndex for SearchEntities. bool include_search_entities_rpc = 8; // Whether to include the request/response pair from the call to the // Annotations service for ListColumnAnnotations. bool include_list_column_annotations_rpc = 9; // Whether to include the entity list passed to Analyza. bool include_virtual_analyst_entities = 10; // Whether to include the table list. bool include_table_list = 11; // Whether to include the domain list. bool include_domain_list = 12; } // Query entities of an interpretation. enum InterpretEntity { // No interpret entity was specified. INTERPRET_ENTITY_UNSPECIFIED = 0; // A dimenstion entity. DIMENSION = 1; // A metric entity. METRIC = 2; }