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NewService creates a new Service.

Insert data into Google BigQuery.

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See, edit, configure, and delete your Google Cloud data and see the email address for your Google Account.

Manage your data and permissions in Cloud Storage and see the email address for your Google Account.

View your data in Google Cloud Storage.

Manage your data in Cloud Storage and see the email address of your Google Account.

AggregateClassificationMetrics: Aggregate metrics for classification/classifier models.

AggregationThresholdPolicy: Represents privacy policy associated with "aggregation threshold" method.

Argument: Input/output argument of a function or a stored procedure.

ArimaCoefficients: Arima coefficients.

ArimaFittingMetrics: ARIMA model fitting metrics.

ArimaForecastingMetrics: Model evaluation metrics for ARIMA forecasting models.

ArimaModelInfo: Arima model information.

ArimaOrder: Arima order, can be used for both non-seasonal and seasonal parts.

ArimaResult: (Auto-)arima fitting result.

ArimaSingleModelForecastingMetrics: Model evaluation metrics for a single ARIMA forecasting model.

AuditConfig: Specifies the audit configuration for a service.

AuditLogConfig: Provides the configuration for logging a type of permissions.

AvroOptions: Options for external data sources.

BatchDeleteRowAccessPoliciesRequest: Request message for the BatchDeleteRowAccessPoliciesRequest method.

BiEngineReason: Reason why BI Engine didn't accelerate the query (or sub-query).

BiEngineStatistics: Statistics for a BI Engine specific query.

BigLakeConfiguration: Configuration for BigLake managed tables.

BigtableColumn: Information related to a Bigtable column.

BigtableColumnFamily: Information related to a Bigtable column family.

BigtableOptions: Options specific to Google Cloud Bigtable data sources.

BinaryClassificationMetrics: Evaluation metrics for binary classification/classifier models.

BinaryConfusionMatrix: Confusion matrix for binary classification models.

Binding: Associates `members`, or principals, with a `role`.

BqmlTrainingRunTrainingOptions: Deprecated.

CategoricalValue: Representative value of a categorical feature.

CategoryCount: Represents the count of a single category within the cluster.

CloneDefinition: Information about base table and clone time of a table clone.

Cluster: Message containing the information about one cluster.

ClusterInfo: Information about a single cluster for clustering model.

Clustering: Configures table clustering.

ClusteringMetrics: Evaluation metrics for clustering models.

ConfusionMatrix: Confusion matrix for multi-class classification models.

ConnectionProperty: A connection-level property to customize query behavior.

CsvOptions: Information related to a CSV data source.

DataFormatOptions: Options for data format adjustments.

DataMaskingStatistics: Statistics for data-masking.

DataPolicyOption: Data policy option proto, it currently supports name only, will support precedence later.

Dataset: Represents a BigQuery dataset.

DatasetAccess: An object that defines dataset access for an entity.

DatasetAccessEntry: Grants all resources of particular types in a particular dataset read access to the current dataset.

DatasetList: Response format for a page of results when listing datasets.

DatasetListDatasets: A dataset resource with only a subset of fields, to be returned in a list of datasets.

DatasetReference: Identifier for a dataset.

DatasetTags: A global tag managed by Resource Manager.

DataSplitResult: Data split result.

DestinationTableProperties: Properties for the destination table.

DifferentialPrivacyPolicy: Represents privacy policy associated with "differential privacy" method.

DimensionalityReductionMetrics: Model evaluation metrics for dimensionality reduction models.

DmlStatistics: Detailed statistics for DML statements.

DoubleCandidates: Discrete candidates of a double hyperparameter.

DoubleHparamSearchSpace: Search space for a double hyperparameter.

DoubleRange: Range of a double hyperparameter.

EncryptionConfiguration: Configuration for Cloud KMS encryption settings.

Entry: A single entry in the confusion matrix.

ErrorProto: Error details.

EvaluationMetrics: Evaluation metrics of a model.

ExplainQueryStage: A single stage of query execution.

ExplainQueryStep: An operation within a stage.

Explanation: Explanation for a single feature.

ExportDataStatistics: Statistics for the EXPORT DATA statement as part of Query Job.

Expr: Represents a textual expression in the Common Expression Language (CEL) syntax.

ExternalCatalogDatasetOptions: Options defining open source compatible datasets living in the BigQuery catalog.

ExternalCatalogTableOptions: Metadata about open source compatible table.

ExternalDatasetReference: Configures the access a dataset defined in an external metadata storage.

ExternalServiceCost: The external service cost is a portion of the total cost, these costs are not additive with total_bytes_billed.

FeatureValue: Representative value of a single feature within the cluster.

ForeignTypeInfo: Metadata about the foreign data type definition such as the system in which the type is defined.

ForeignViewDefinition: A view can be represented in multiple ways.

GetIamPolicyRequest: Request message for `GetIamPolicy` method.

GetPolicyOptions: Encapsulates settings provided to GetIamPolicy.

GetQueryResultsResponse: Response object of GetQueryResults.

GetServiceAccountResponse: Response object of GetServiceAccount.

GlobalExplanation: Global explanations containing the top most important features after training.

GoogleSheetsOptions: Options specific to Google Sheets data sources.

HighCardinalityJoin: High cardinality join detailed information.

HivePartitioningOptions: Options for configuring hive partitioning detect.

HparamSearchSpaces: Hyperparameter search spaces.

HparamTuningTrial: Training info of a trial in hyperparameter tuning (https://cloud.google.com/bigquery-ml/docs/reference/standard-sql/bigqueryml-syntax-hp-tuning-overview) models.

IndexUnusedReason: Reason about why no search index was used in the search query (or sub-query).

InputDataChange: Details about the input data change insight.

IntArray: An array of int.

IntArrayHparamSearchSpace: Search space for int array.

IntCandidates: Discrete candidates of an int hyperparameter.

IntHparamSearchSpace: Search space for an int hyperparameter.

IntRange: Range of an int hyperparameter.

IterationResult: Information about a single iteration of the training run.

JobCancelResponse: Describes format of a jobs cancellation response.

JobConfigurationExtract: JobConfigurationExtract configures a job that exports data from a BigQuery table into Google Cloud Storage.

JobConfigurationLoad: JobConfigurationLoad contains the configuration properties for loading data into a destination table.

JobConfigurationQuery: JobConfigurationQuery configures a BigQuery query job.

JobConfigurationTableCopy: JobConfigurationTableCopy configures a job that copies data from one table to another.

JobCreationReason: Reason about why a Job was created from a `jobs.query` (https://cloud.google.com/bigquery/docs/reference/rest/v2/jobs/query) method when used with `JOB_CREATION_OPTIONAL` Job creation mode.

JobList: JobList is the response format for a jobs.list call.

JobListJobs: ListFormatJob is a partial projection of job information returned as part of a jobs.list response.

JobReference: A job reference is a fully qualified identifier for referring to a job.

JobStatistics: Statistics for a single job execution.

JobStatistics2: Statistics for a query job.

JobStatistics2ReservationUsage: Job resource usage breakdown by reservation.

JobStatistics3: Statistics for a load job.

JobStatistics4: Statistics for an extract job.

JobStatistics5: Statistics for a copy job.

JobStatisticsReservationUsage: Job resource usage breakdown by reservation.

JoinRestrictionPolicy: Represents privacy policy associated with "join restrictions".

JsonOptions: Json Options for load and make external tables.

LinkedDatasetMetadata: Metadata about the Linked Dataset.

LinkedDatasetSource: A dataset source type which refers to another BigQuery dataset.

ListModelsResponse: Response format for a single page when listing BigQuery ML models.

ListRoutinesResponse: Describes the format of a single result page when listing routines.

ListRowAccessPoliciesResponse: Response message for the ListRowAccessPolicies method.

LoadQueryStatistics: Statistics for a LOAD query.

LocationMetadata: BigQuery-specific metadata about a location.

MaterializedView: A materialized view considered for a query job.

MaterializedViewDefinition: Definition and configuration of a materialized view.

MaterializedViewStatistics: Statistics of materialized views considered in a query job.

MaterializedViewStatus: Status of a materialized view.

MetadataCacheStatistics: Statistics for metadata caching in queried tables.

MlStatistics: Job statistics specific to a BigQuery ML training job.

ModelDefinitionModelOptions: Deprecated.

ModelExtractOptions: Options related to model extraction.

ModelReference: Id path of a model.

MultiClassClassificationMetrics: Evaluation metrics for multi-class classification/classifier models.

ParquetOptions: Parquet Options for load and make external tables.

PartitionedColumn: The partitioning column information.

PartitioningDefinition: The partitioning information, which includes managed table, external table and metastore partitioned table partition information.

PartitionSkew: Partition skew detailed information.

PerformanceInsights: Performance insights for the job.

Policy: An Identity and Access Management (IAM) policy, which specifies access controls for Google Cloud resources.

PrincipalComponentInfo: Principal component infos, used only for eigen decomposition based models, e.g., PCA.

PrivacyPolicy: Represents privacy policy that contains the privacy requirements specified by the data owner.

ProjectList: Response object of ListProjects.

ProjectListProjects: Information about a single project.

ProjectReference: A unique reference to a project.

QueryInfo: Query optimization information for a QUERY job.

QueryParameter: A parameter given to a query.

QueryParameterType: The type of a query parameter.

QueryParameterTypeStructTypes: The type of a struct parameter.

QueryParameterValue: The value of a query parameter.

QueryRequest: Describes the format of the jobs.query request.

QueryTimelineSample: Summary of the state of query execution at a given time.

RangePartitioningRange: [Experimental] Defines the ranges for range partitioning.

RangeValue: Represents the value of a range.

RankingMetrics: Evaluation metrics used by weighted-ALS models specified by feedback_type=implicit.

RegressionMetrics: Evaluation metrics for regression and explicit feedback type matrix factorization models.

RemoteFunctionOptions: Options for a remote user-defined function.

RemoteModelInfo: Remote Model Info.

Routine: A user-defined function or a stored procedure.

RoutineReference: Id path of a routine.

Row: A single row in the confusion matrix.

RowAccessPolicy: Represents access on a subset of rows on the specified table, defined by its filter predicate.

RowAccessPolicyReference: Id path of a row access policy.

RowLevelSecurityStatistics: Statistics for row-level security.

ScriptOptions: Options related to script execution.

ScriptStackFrame: Represents the location of the statement/expression being evaluated.

ScriptStatistics: Job statistics specific to the child job of a script.

SearchStatistics: Statistics for a search query.

SerDeInfo: Serializer and deserializer information.

SessionInfo: [Preview] Information related to sessions.

SetIamPolicyRequest: Request message for `SetIamPolicy` method.

SkewSource: Details about source stages which produce skewed data.

SnapshotDefinition: Information about base table and snapshot time of the snapshot.

SparkLoggingInfo: Spark job logs can be filtered by these fields in Cloud Logging.

SparkOptions: Options for a user-defined Spark routine.

SparkStatistics: Statistics for a BigSpark query.

StagePerformanceChangeInsight: Performance insights compared to the previous executions for a specific stage.

StagePerformanceStandaloneInsight: Standalone performance insights for a specific stage.

StandardSqlDataType: The data type of a variable such as a function argument.

StandardSqlField: A field or a column.

StandardSqlStructType: The representation of a SQL STRUCT type.

StandardSqlTableType: A table type.

StorageDescriptor: Contains information about how a table's data is stored and accessed by open source query engines.

StoredColumnsUnusedReason: If the stored column was not used, explain why.

StoredColumnsUsage: Indicates the stored columns usage in the query.

StringHparamSearchSpace: Search space for string and enum.

SystemVariables: System variables given to a query.

TableConstraints: The TableConstraints defines the primary key and foreign key.

TableConstraintsForeignKeys: Represents a foreign key constraint on a table's columns.

TableConstraintsForeignKeysColumnReferences: The pair of the foreign key column and primary key column.

TableConstraintsPrimaryKey: Represents the primary key constraint on a table's columns.

TableDataInsertAllRequest: Request for sending a single streaming insert.

TableDataInsertAllRequestRows: Data for a single insertion row.

TableDataInsertAllResponse: Describes the format of a streaming insert response.

TableDataInsertAllResponseInsertErrors: Error details about a single row's insertion.

TableFieldSchema: A field in TableSchema.

TableFieldSchemaCategories: Deprecated.

TableFieldSchemaPolicyTags: Optional.

TableFieldSchemaRangeElementType: Represents the type of a field element.

TableList: Partial projection of the metadata for a given table in a list response.

TableListTablesView: Information about a logical view.

TableMetadataCacheUsage: Table level detail on the usage of metadata caching.

TableReplicationInfo: Replication info of a table created using `AS REPLICA` DDL like: `CREATE MATERIALIZED VIEW mv1 AS REPLICA OF src_mv`.

TableSchema: Schema of a table.

TestIamPermissionsRequest: Request message for `TestIamPermissions` method.

TestIamPermissionsResponse: Response message for `TestIamPermissions` method.

TrainingOptions: Options used in model training.

TrainingRun: Information about a single training query run for the model.

TransactionInfo: [Alpha] Information of a multi-statement transaction.

TransformColumn: Information about a single transform column.

UndeleteDatasetRequest: Request format for undeleting a dataset.

UserDefinedFunctionResource: This is used for defining User Defined Function (UDF) resources only when using legacy SQL.

VectorSearchStatistics: Statistics for a vector search query.

ViewDefinition: Describes the definition of a logical view.