Class | Description |
---|---|
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.
|
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 and external 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
|
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.
|
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