bigquery/v2 library
BigQuery API - v2
A data platform for customers to create, manage, share and query data.
For more information, see cloud.google.com/bigquery/
Create an instance of BigqueryApi to access these resources:
Classes
- AggregateClassificationMetrics
- Aggregate metrics for classification/classifier models.
- Argument
- Input/output argument of a function or a stored procedure.
- ArimaFittingMetrics
- ARIMA model fitting metrics.
- ArimaForecastingMetrics
- Model evaluation metrics for ARIMA forecasting models.
- ArimaOrder
- Arima order, can be used for both non-seasonal and seasonal parts.
- ArimaSingleModelForecastingMetrics
- Model evaluation metrics for a single ARIMA forecasting model.
- AuditConfig
- Specifies the audit configuration for a service.
- AvroOptions
- BiEngineReason
- BiEngineStatistics
- BigqueryApi
- A data platform for customers to create, manage, share and query data.
- BigQueryModelTraining
- BigtableColumn
- BigtableColumnFamily
- BigtableOptions
- BinaryClassificationMetrics
- Evaluation metrics for binary classification/classifier models.
- BinaryConfusionMatrix
- Confusion matrix for binary classification models.
- Binding
-
Associates
members
, or principals, with arole
. - BqmlIterationResult
- BqmlTrainingRun
- BqmlTrainingRunTrainingOptions
- [Output-only, Beta] Training options used by this training run.
- ByteRange
- Specifies a range of media.
- CategoricalValue
- Representative value of a categorical feature.
- CategoryCount
- Represents the count of a single category within the cluster.
- CloneDefinition
- Cluster
- Message containing the information about one cluster.
- Clustering
- ClusteringMetrics
- Evaluation metrics for clustering models.
- ConfusionMatrix
- Confusion matrix for multi-class classification models.
- ConnectionProperty
- CsvOptions
- DataMaskingStatistics
- Dataset
- DatasetAccess
- DatasetAccessEntry
- DatasetList
- DatasetListDatasets
- DatasetReference
- DatasetsResource
- DatasetTags
- DataSplitResult
- Data split result.
- DestinationTableProperties
- DimensionalityReductionMetrics
- Model evaluation metrics for dimensionality reduction models.
- DmlStatistics
- DoubleCandidates
- Discrete candidates of a double hyperparameter.
- DoubleHparamSearchSpace
- Search space for a double hyperparameter.
- DoubleRange
- Range of a double hyperparameter.
- DownloadOptions
- Represents options for downloading media.
- EncryptionConfiguration
- Entry
- A single entry in the confusion matrix.
- ErrorProto
- EvaluationMetrics
- Evaluation metrics of a model.
- ExplainQueryStage
- ExplainQueryStep
- Explanation
- Explanation for a single feature.
- ExternalDataConfiguration
- FeatureValue
- Representative value of a single feature within the cluster.
- GetIamPolicyRequest
-
Request message for
GetIamPolicy
method. - GetQueryResultsResponse
- GetServiceAccountResponse
- GlobalExplanation
- Global explanations containing the top most important features after training.
- GoogleSheetsOptions
- 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.
- IndexUnusedReason
- 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
- Job
- JobCancelResponse
- JobConfiguration
- JobConfigurationExtract
- JobConfigurationLoad
- JobConfigurationQuery
- JobConfigurationTableCopy
- JobList
- JobListJobs
- JobReference
- JobsResource
- JobStatistics
- JobStatistics2
- JobStatistics2ReservationUsage
- JobStatistics3
- JobStatistics4
- JobStatistics5
- JobStatisticsReservationUsage
- JobStatus
- JsonOptions
- ListModelsResponse
- ListRoutinesResponse
- ListRowAccessPoliciesResponse
- Response message for the ListRowAccessPolicies method.
- MaterializedViewDefinition
- Media
- Represents a media consisting of a stream of bytes, a content type and a length.
- MlStatistics
- Model
- ModelDefinition
- ModelDefinitionModelOptions
- [Output-only, Beta] Model options used for the first training run.
- ModelReference
- ModelsResource
- MultiClassClassificationMetrics
- Evaluation metrics for multi-class classification/classifier models.
- ParquetOptions
- PartialDownloadOptions
- Options for downloading a Media.
- Policy
- An Identity and Access Management (IAM) policy, which specifies access controls for Google Cloud resources.
- ProjectList
- ProjectListProjects
- ProjectReference
- ProjectsResource
- QueryParameter
- QueryParameterType
- QueryParameterTypeStructTypes
- QueryParameterValue
- QueryRequest
- QueryResponse
- QueryTimelineSample
- RangePartitioning
- RangePartitioningRange
- [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.
- RemoteModelInfo
- Remote Model Info
- ResumableUploadOptions
- Specifies options for resumable uploads.
- Routine
- A user-defined function or a stored procedure.
- RoutineReference
- RoutinesResource
- Row
- A single row in the confusion matrix.
- RowAccessPoliciesResource
- RowAccessPolicy
- Represents access on a subset of rows on the specified table, defined by its filter predicate.
- RowAccessPolicyReference
- RowLevelSecurityStatistics
- ScriptStackFrame
- ScriptStatistics
- SearchStatistics
- SessionInfo
- SetIamPolicyRequest
-
Request message for
SetIamPolicy
method. - SnapshotDefinition
- SparkLoggingInfo
- SparkOptions
- Options for a user-defined Spark routine.
- SparkStatistics
- StandardSqlDataType
- The data type of a variable such as a function argument.
- StandardSqlField
- A field or a column.
- StandardSqlStructType
- StandardSqlTableType
- A table type
- Streamingbuffer
- StringHparamSearchSpace
- Search space for string and enum.
- Table
- TableCell
- TableConstraints
- TableConstraintsForeignKeys
- TableConstraintsForeignKeysColumnReferences
- TableConstraintsForeignKeysReferencedTable
- TableConstraintsPrimaryKey
- The primary key of the table.
- TableDataInsertAllRequest
- TableDataInsertAllRequestRows
- TableDataInsertAllResponse
- TableDataInsertAllResponseInsertErrors
- TableDataList
- TabledataResource
- TableFieldSchema
- TableFieldSchemaCategories
- The categories attached to this field, used for field-level access control.
- TableFieldSchemaPolicyTags
- TableList
- TableListTables
- TableListTablesView
- Additional details for a view.
- TableReference
- TableRow
- TableSchema
- TablesResource
- TimePartitioning
- TrainingOptions
- Options used in model training.
- TrainingRun
- Information about a single training query run for the model.
- TransactionInfo
- TransformColumn
- Information about a single transform column.
- UploadOptions
- Represents options for uploading a Media.
- UserDefinedFunctionResource
- This is used for defining User Defined Function (UDF) resources only when using legacy SQL.
- ViewDefinition
Typedefs
- AuditLogConfig = $AuditLogConfig
- Provides the configuration for logging a type of permissions.
- Expr = $Expr
- Represents a textual expression in the Common Expression Language (CEL) syntax.
- GetPolicyOptions = $GetPolicyOptions
- Encapsulates settings provided to GetIamPolicy.
-
JsonObject
= Map<
String, Object?> - Represents a single JSON object.
- TestIamPermissionsRequest = $TestIamPermissionsRequest00
-
Request message for
TestIamPermissions
method. - TestIamPermissionsResponse = $PermissionsResponse
-
Response message for
TestIamPermissions
method.
Exceptions / Errors
- ApiRequestError
- Represents a general error reported by the API endpoint.
- DetailedApiRequestError
- Represents a specific error reported by the API endpoint.