| 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.
|
| 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.
|
| BigqueryEntry
A single entry in the confusion matrix.
|
| BigQueryModelTraining
Model definition for BigQueryModelTraining.
|
| 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`.
|
| BqmlIterationResult
Model definition for BqmlIterationResult.
|
| BqmlTrainingRun
Model definition for BqmlTrainingRun.
|
| BqmlTrainingRun.TrainingOptions
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.
|
| Dataset
Model definition for Dataset.
|
| Dataset.Access
An object that defines dataset access for an entity.
|
| Dataset.Tags
A global tag managed by Resource Manager.
|
| 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.
|
| DatasetList.Datasets
A dataset resource with only a subset of fields, to be returned in a list of datasets.
|
| DatasetReference
Model definition for DatasetReference.
|
| 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
Model definition for EncryptionConfiguration.
|
| 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.
|
| ExternalDataConfiguration
Model definition for ExternalDataConfiguration.
|
| 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](/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.
|
| Job
Model definition for Job.
|
| JobCancelResponse
Describes format of a jobs cancellation response.
|
| JobConfiguration
Model definition for JobConfiguration.
|
| 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.
|
| JobList.Jobs
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.
|
| JobStatistics.ReservationUsage
Job resource usage breakdown by reservation.
|
| JobStatistics2
Statistics for a query job.
|
| JobStatistics2.ReservationUsage
Job resource usage breakdown by reservation.
|
| JobStatistics3
Statistics for a load job.
|
| JobStatistics4
Statistics for an extract job.
|
| JobStatistics5
Statistics for a copy job.
|
| JobStatus
Model definition for JobStatus.
|
| JoinRestrictionPolicy
Represents privacy policy associated with "join restrictions".
|
| JsonObject
Model definition for JsonObject.
|
| 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 BigLake tables.
|
| MlStatistics
Job statistics specific to a BigQuery ML training job.
|
| Model
Model definition for Model.
|
| ModelDefinition
Model definition for ModelDefinition.
|
| ModelDefinition.ModelOptions
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
|
| ProjectList.Projects
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.
|
| QueryParameterType.StructTypes
The type of a struct parameter.
|
| QueryParameterValue
The value of a query parameter.
|
| QueryRequest
Describes the format of the jobs.query request.
|
| QueryResponse
Model definition for QueryResponse.
|
| QueryTimelineSample
Summary of the state of query execution at a given time.
|
| RangePartitioning
Model definition for RangePartitioning.
|
| RangePartitioning.Range
[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
|
| RestrictionConfig
Model definition for RestrictionConfig.
|
| 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.
|
| Streamingbuffer
Model definition for Streamingbuffer.
|
| StringHparamSearchSpace
Search space for string and enum.
|
| SystemVariables
System variables given to a query.
|
| Table
Model definition for Table.
|
| TableCell
Model definition for TableCell.
|
| TableConstraints
The TableConstraints defines the primary key and foreign key.
|
| TableConstraints.ForeignKeys
Represents a foreign key constraint on a table's columns.
|
| TableConstraints.ForeignKeys.ColumnReferences
The pair of the foreign key column and primary key column.
|
| TableConstraints.ForeignKeys.ReferencedTable
Model definition for TableConstraintsForeignKeysReferencedTable.
|
| TableConstraints.PrimaryKey
Represents the primary key constraint on a table's columns.
|
| TableDataInsertAllRequest
Request for sending a single streaming insert.
|
| TableDataInsertAllRequest.Rows
Data for a single insertion row.
|
| TableDataInsertAllResponse
Describes the format of a streaming insert response.
|
| TableDataInsertAllResponse.InsertErrors
Error details about a single row's insertion.
|
| TableDataList
Model definition for TableDataList.
|
| TableFieldSchema
A field in TableSchema
|
| TableFieldSchema.Categories
Deprecated.
|
| TableFieldSchema.PolicyTags
Optional.
|
| TableFieldSchema.RangeElementType
Represents the type of a field element.
|
| TableList
Partial projection of the metadata for a given table in a list response.
|
| TableList.Tables
Model definition for TableListTables.
|
| TableList.Tables.View
Information about a logical view.
|
| TableMetadataCacheUsage
Table level detail on the usage of metadata caching.
|
| TableReference
Model definition for TableReference.
|
| TableReplicationInfo
Replication info of a table created using `AS REPLICA` DDL like: `CREATE MATERIALIZED VIEW mv1 AS
REPLICA OF src_mv`
|
| TableRow
Model definition for TableRow.
|
| TableSchema
Schema of a table
|
| TestIamPermissionsRequest
Request message for `TestIamPermissions` method.
|
| TestIamPermissionsResponse
Response message for `TestIamPermissions` method.
|
| TimePartitioning
Model definition for TimePartitioning.
|
| 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.
|
