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com.google.api.services.bigquery.model (BigQuery API v2-rev20220422-1.32.1)











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Package com.google.api.services.bigquery.model





Class Summary 

Class
Description



AggregateClassificationMetrics

Aggregate metrics for classification/classifier models.



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

Model definition for AvroOptions.



BiEngineReason

Model definition for BiEngineReason.



BiEngineStatistics

Model definition for BiEngineStatistics.



BigqueryEntry

A single entry in the confusion matrix.



BigQueryModelTraining

Model definition for BigQueryModelTraining.



BigtableColumn

Model definition for BigtableColumn.



BigtableColumnFamily

Model definition for BigtableColumnFamily.



BigtableOptions

Model definition for BigtableOptions.



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

[Output-only, Beta] Training options used by this training run.



CategoricalValue

Representative value of a categorical feature.



CategoryCount

Represents the count of a single category within the cluster.



CloneDefinition

Model definition for CloneDefinition.



Cluster

Message containing the information about one cluster.



ClusterInfo

Information about a single cluster for clustering model.



Clustering

Model definition for Clustering.



ClusteringMetrics

Evaluation metrics for clustering models.



ConfusionMatrix

Confusion matrix for multi-class classification models.



ConnectionProperty

Model definition for ConnectionProperty.



CsvOptions

Model definition for CsvOptions.



Dataset

Model definition for Dataset.



Dataset.Access

Model definition for DatasetAccess.



Dataset.Tags

Model definition for DatasetTags.



DatasetAccessEntry

Model definition for DatasetAccessEntry.



DatasetList

Model definition for DatasetList.



DatasetList.Datasets

Model definition for DatasetListDatasets.



DatasetReference

Model definition for DatasetReference.



DataSplitResult

Data split result.



DestinationTableProperties

Model definition for DestinationTableProperties.



DimensionalityReductionMetrics

Model evaluation metrics for dimensionality reduction models.



DmlStatistics

Model definition for DmlStatistics.



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

Model definition for ErrorProto.



EvaluationMetrics

Evaluation metrics of a model.



ExplainQueryStage

Model definition for ExplainQueryStage.



ExplainQueryStep

Model definition for ExplainQueryStep.



Explanation

Explanation for a single feature.



Expr

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



ExternalDataConfiguration

Model definition for ExternalDataConfiguration.



FeatureValue

Representative value of a single feature within the cluster.



GetIamPolicyRequest

Request message for `GetIamPolicy` method.



GetPolicyOptions

Encapsulates settings provided to GetIamPolicy.



GetQueryResultsResponse

Model definition for GetQueryResultsResponse.



GetServiceAccountResponse

Model definition for GetServiceAccountResponse.



GlobalExplanation

Global explanations containing the top most important features after training.



GoogleSheetsOptions

Model definition for GoogleSheetsOptions.



HivePartitioningOptions

Model definition for HivePartitioningOptions.



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.



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

Model definition for IterationResult.



Job

Model definition for Job.



JobCancelResponse

Model definition for JobCancelResponse.



JobConfiguration

Model definition for JobConfiguration.



JobConfigurationExtract

Model definition for JobConfigurationExtract.



JobConfigurationLoad

Model definition for JobConfigurationLoad.



JobConfigurationQuery

Model definition for JobConfigurationQuery.



JobConfigurationTableCopy

Model definition for JobConfigurationTableCopy.



JobList

Model definition for JobList.



JobList.Jobs

Model definition for JobListJobs.



JobReference

Model definition for JobReference.



JobStatistics

Model definition for JobStatistics.



JobStatistics.ReservationUsage

Model definition for JobStatisticsReservationUsage.



JobStatistics2

Model definition for JobStatistics2.



JobStatistics2.ReservationUsage

Model definition for JobStatistics2ReservationUsage.



JobStatistics3

Model definition for JobStatistics3.



JobStatistics4

Model definition for JobStatistics4.



JobStatistics5

Model definition for JobStatistics5.



JobStatus

Model definition for JobStatus.



JsonObject

Model definition for JsonObject.



ListModelsResponse

Model definition for ListModelsResponse.



ListRoutinesResponse

Model definition for ListRoutinesResponse.



ListRowAccessPoliciesResponse

Response message for the ListRowAccessPolicies method.



LocationMetadata

BigQuery-specific metadata about a location.



MaterializedViewDefinition

Model definition for MaterializedViewDefinition.



MlStatistics

Model definition for MlStatistics.



Model

Model definition for Model.



ModelDefinition

Model definition for ModelDefinition.



ModelDefinition.ModelOptions

[Output-only, Beta] Model options used for the first training run.



ModelReference

Model definition for ModelReference.



MultiClassClassificationMetrics

Evaluation metrics for multi-class classification/classifier models.



ParquetOptions

Model definition for ParquetOptions.



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.



ProjectList

Model definition for ProjectList.



ProjectList.Projects

Model definition for ProjectListProjects.



ProjectReference

Model definition for ProjectReference.



QueryParameter

Model definition for QueryParameter.



QueryParameterType

Model definition for QueryParameterType.



QueryParameterType.StructTypes

Model definition for QueryParameterTypeStructTypes.



QueryParameterValue

Model definition for QueryParameterValue.



QueryRequest

Model definition for QueryRequest.



QueryResponse

Model definition for QueryResponse.



QueryTimelineSample

Model definition for QueryTimelineSample.



RangePartitioning

Model definition for RangePartitioning.



RangePartitioning.Range

[TrustedTester] [Required] Defines the ranges for range partitioning.



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.



Routine

A user-defined function or a stored procedure.



RoutineReference

Model definition for RoutineReference.



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

Model definition for RowAccessPolicyReference.



RowLevelSecurityStatistics

Model definition for RowLevelSecurityStatistics.



ScriptStackFrame

Model definition for ScriptStackFrame.



ScriptStatistics

Model definition for ScriptStatistics.



SessionInfo

Model definition for SessionInfo.



SetIamPolicyRequest

Request message for `SetIamPolicy` method.



SnapshotDefinition

Model definition for SnapshotDefinition.



StandardSqlDataType

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



StandardSqlField

A field or a column.



StandardSqlStructType

Model definition for StandardSqlStructType.



StandardSqlTableType

A table type



Streamingbuffer

Model definition for Streamingbuffer.



StringHparamSearchSpace

Search space for string and enum.



Table

Model definition for Table.



TableCell

Model definition for TableCell.



TableDataInsertAllRequest

Model definition for TableDataInsertAllRequest.



TableDataInsertAllRequest.Rows

Model definition for TableDataInsertAllRequestRows.



TableDataInsertAllResponse

Model definition for TableDataInsertAllResponse.



TableDataInsertAllResponse.InsertErrors

Model definition for TableDataInsertAllResponseInsertErrors.



TableDataList

Model definition for TableDataList.



TableFieldSchema

Model definition for TableFieldSchema.



TableFieldSchema.Categories

[Optional] The categories attached to this field, used for field-level access control.



TableFieldSchema.PolicyTags

Model definition for TableFieldSchemaPolicyTags.



TableList

Model definition for TableList.



TableList.Tables

Model definition for TableListTables.



TableList.Tables.View

Additional details for a view.



TableReference

Model definition for TableReference.



TableRow

Model definition for TableRow.



TableSchema

Model definition for TableSchema.



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

Model definition for TransactionInfo.



UserDefinedFunctionResource

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



ViewDefinition

Model definition for ViewDefinition.











Skip navigation links




Overview
Package
Class
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Tree
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Index
Help




Prev Package
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Copyright © 2011–2022 Google. All rights reserved.

Class	Description
AggregateClassificationMetrics	Aggregate metrics for classification/classifier models.
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	Model definition for AvroOptions.
BiEngineReason	Model definition for BiEngineReason.
BiEngineStatistics	Model definition for BiEngineStatistics.
BigqueryEntry	A single entry in the confusion matrix.
BigQueryModelTraining	Model definition for BigQueryModelTraining.
BigtableColumn	Model definition for BigtableColumn.
BigtableColumnFamily	Model definition for BigtableColumnFamily.
BigtableOptions	Model definition for BigtableOptions.
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	[Output-only, Beta] Training options used by this training run.
CategoricalValue	Representative value of a categorical feature.
CategoryCount	Represents the count of a single category within the cluster.
CloneDefinition	Model definition for CloneDefinition.
Cluster	Message containing the information about one cluster.
ClusterInfo	Information about a single cluster for clustering model.
Clustering	Model definition for Clustering.
ClusteringMetrics	Evaluation metrics for clustering models.
ConfusionMatrix	Confusion matrix for multi-class classification models.
ConnectionProperty	Model definition for ConnectionProperty.
CsvOptions	Model definition for CsvOptions.
Dataset	Model definition for Dataset.
Dataset.Access	Model definition for DatasetAccess.
Dataset.Tags	Model definition for DatasetTags.
DatasetAccessEntry	Model definition for DatasetAccessEntry.
DatasetList	Model definition for DatasetList.
DatasetList.Datasets	Model definition for DatasetListDatasets.
DatasetReference	Model definition for DatasetReference.
DataSplitResult	Data split result.
DestinationTableProperties	Model definition for DestinationTableProperties.
DimensionalityReductionMetrics	Model evaluation metrics for dimensionality reduction models.
DmlStatistics	Model definition for DmlStatistics.
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	Model definition for ErrorProto.
EvaluationMetrics	Evaluation metrics of a model.
ExplainQueryStage	Model definition for ExplainQueryStage.
ExplainQueryStep	Model definition for ExplainQueryStep.
Explanation	Explanation for a single feature.
Expr	Represents a textual expression in the Common Expression Language (CEL) syntax.
ExternalDataConfiguration	Model definition for ExternalDataConfiguration.
FeatureValue	Representative value of a single feature within the cluster.
GetIamPolicyRequest	Request message for `GetIamPolicy` method.
GetPolicyOptions	Encapsulates settings provided to GetIamPolicy.
GetQueryResultsResponse	Model definition for GetQueryResultsResponse.
GetServiceAccountResponse	Model definition for GetServiceAccountResponse.
GlobalExplanation	Global explanations containing the top most important features after training.
GoogleSheetsOptions	Model definition for GoogleSheetsOptions.
HivePartitioningOptions	Model definition for HivePartitioningOptions.
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.
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	Model definition for IterationResult.
Job	Model definition for Job.
JobCancelResponse	Model definition for JobCancelResponse.
JobConfiguration	Model definition for JobConfiguration.
JobConfigurationExtract	Model definition for JobConfigurationExtract.
JobConfigurationLoad	Model definition for JobConfigurationLoad.
JobConfigurationQuery	Model definition for JobConfigurationQuery.
JobConfigurationTableCopy	Model definition for JobConfigurationTableCopy.
JobList	Model definition for JobList.
JobList.Jobs	Model definition for JobListJobs.
JobReference	Model definition for JobReference.
JobStatistics	Model definition for JobStatistics.
JobStatistics.ReservationUsage	Model definition for JobStatisticsReservationUsage.
JobStatistics2	Model definition for JobStatistics2.
JobStatistics2.ReservationUsage	Model definition for JobStatistics2ReservationUsage.
JobStatistics3	Model definition for JobStatistics3.
JobStatistics4	Model definition for JobStatistics4.
JobStatistics5	Model definition for JobStatistics5.
JobStatus	Model definition for JobStatus.
JsonObject	Model definition for JsonObject.
ListModelsResponse	Model definition for ListModelsResponse.
ListRoutinesResponse	Model definition for ListRoutinesResponse.
ListRowAccessPoliciesResponse	Response message for the ListRowAccessPolicies method.
LocationMetadata	BigQuery-specific metadata about a location.
MaterializedViewDefinition	Model definition for MaterializedViewDefinition.
MlStatistics	Model definition for MlStatistics.
Model	Model definition for Model.
ModelDefinition	Model definition for ModelDefinition.
ModelDefinition.ModelOptions	[Output-only, Beta] Model options used for the first training run.
ModelReference	Model definition for ModelReference.
MultiClassClassificationMetrics	Evaluation metrics for multi-class classification/classifier models.
ParquetOptions	Model definition for ParquetOptions.
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.
ProjectList	Model definition for ProjectList.
ProjectList.Projects	Model definition for ProjectListProjects.
ProjectReference	Model definition for ProjectReference.
QueryParameter	Model definition for QueryParameter.
QueryParameterType	Model definition for QueryParameterType.
QueryParameterType.StructTypes	Model definition for QueryParameterTypeStructTypes.
QueryParameterValue	Model definition for QueryParameterValue.
QueryRequest	Model definition for QueryRequest.
QueryResponse	Model definition for QueryResponse.
QueryTimelineSample	Model definition for QueryTimelineSample.
RangePartitioning	Model definition for RangePartitioning.
RangePartitioning.Range	[TrustedTester] [Required] Defines the ranges for range partitioning.
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.
Routine	A user-defined function or a stored procedure.
RoutineReference	Model definition for RoutineReference.
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	Model definition for RowAccessPolicyReference.
RowLevelSecurityStatistics	Model definition for RowLevelSecurityStatistics.
ScriptStackFrame	Model definition for ScriptStackFrame.
ScriptStatistics	Model definition for ScriptStatistics.
SessionInfo	Model definition for SessionInfo.
SetIamPolicyRequest	Request message for `SetIamPolicy` method.
SnapshotDefinition	Model definition for SnapshotDefinition.
StandardSqlDataType	The data type of a variable such as a function argument.
StandardSqlField	A field or a column.
StandardSqlStructType	Model definition for StandardSqlStructType.
StandardSqlTableType	A table type
Streamingbuffer	Model definition for Streamingbuffer.
StringHparamSearchSpace	Search space for string and enum.
Table	Model definition for Table.
TableCell	Model definition for TableCell.
TableDataInsertAllRequest	Model definition for TableDataInsertAllRequest.
TableDataInsertAllRequest.Rows	Model definition for TableDataInsertAllRequestRows.
TableDataInsertAllResponse	Model definition for TableDataInsertAllResponse.
TableDataInsertAllResponse.InsertErrors	Model definition for TableDataInsertAllResponseInsertErrors.
TableDataList	Model definition for TableDataList.
TableFieldSchema	Model definition for TableFieldSchema.
TableFieldSchema.Categories	[Optional] The categories attached to this field, used for field-level access control.
TableFieldSchema.PolicyTags	Model definition for TableFieldSchemaPolicyTags.
TableList	Model definition for TableList.
TableList.Tables	Model definition for TableListTables.
TableList.Tables.View	Additional details for a view.
TableReference	Model definition for TableReference.
TableRow	Model definition for TableRow.
TableSchema	Model definition for TableSchema.
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	Model definition for TransactionInfo.
UserDefinedFunctionResource	This is used for defining User Defined Function (UDF) resources only when using legacy SQL.
ViewDefinition	Model definition for ViewDefinition.