Data Science 
============

.. autosummary::
    :toctree: data_science/client
    :nosignatures:
    :template: autosummary/service_client.rst

    oci.data_science.DataScienceClient
    oci.data_science.DataScienceClientCompositeOperations

--------
 Models
--------

.. autosummary::
    :toctree: data_science/models
    :nosignatures:
    :template: autosummary/model_class.rst

    oci.data_science.models.ApplicationComponent
    oci.data_science.models.ArtifactExportDetails
    oci.data_science.models.ArtifactExportDetailsObjectStorage
    oci.data_science.models.ArtifactImportDetails
    oci.data_science.models.ArtifactImportDetailsObjectStorage
    oci.data_science.models.AuthConfiguration
    oci.data_science.models.AutoScalingPolicy
    oci.data_science.models.AutoScalingPolicyDetails
    oci.data_science.models.BackupOperationDetails
    oci.data_science.models.BackupSetting
    oci.data_science.models.CategoryLogDetails
    oci.data_science.models.ChangeDataSciencePrivateEndpointCompartmentDetails
    oci.data_science.models.ChangeJobCompartmentDetails
    oci.data_science.models.ChangeJobRunCompartmentDetails
    oci.data_science.models.ChangeMlApplicationCompartmentDetails
    oci.data_science.models.ChangeMlApplicationImplementationCompartmentDetails
    oci.data_science.models.ChangeMlApplicationInstanceCompartmentDetails
    oci.data_science.models.ChangeMlApplicationInstanceViewCompartmentDetails
    oci.data_science.models.ChangeModelCompartmentDetails
    oci.data_science.models.ChangeModelDeploymentCompartmentDetails
    oci.data_science.models.ChangeModelGroupCompartmentDetails
    oci.data_science.models.ChangeModelGroupVersionHistoryCompartmentDetails
    oci.data_science.models.ChangeModelVersionSetCompartmentDetails
    oci.data_science.models.ChangeNotebookSessionCompartmentDetails
    oci.data_science.models.ChangePipelineCompartmentDetails
    oci.data_science.models.ChangePipelineRunCompartmentDetails
    oci.data_science.models.ChangeProjectCompartmentDetails
    oci.data_science.models.ChangeScheduleCompartmentDetails
    oci.data_science.models.CloneCreateFromModelGroupDetails
    oci.data_science.models.CloneCreateFromModelGroupVersionHistoryDetails
    oci.data_science.models.CloneModelGroupDetails
    oci.data_science.models.ConfigurationProperty
    oci.data_science.models.ConfigurationPropertySchema
    oci.data_science.models.ContainerSummary
    oci.data_science.models.CreateAuthConfigurationDetails
    oci.data_science.models.CreateBaseModelGroupDetails
    oci.data_science.models.CreateDataSciencePrivateEndpointDetails
    oci.data_science.models.CreateIamAuthConfigurationCreateDetails
    oci.data_science.models.CreateIdcsAuthConfigurationDetails
    oci.data_science.models.CreateIdcsCustomServiceAuthConfigurationDetails
    oci.data_science.models.CreateJobDetails
    oci.data_science.models.CreateJobRunDetails
    oci.data_science.models.CreateJobRunScheduleActionDetails
    oci.data_science.models.CreateMlApplicationDetails
    oci.data_science.models.CreateMlApplicationImplementationDetails
    oci.data_science.models.CreateMlApplicationInstanceDetails
    oci.data_science.models.CreateModelDeploymentDetails
    oci.data_science.models.CreateModelDetails
    oci.data_science.models.CreateModelGroupDetails
    oci.data_science.models.CreateModelGroupVersionHistoryDetails
    oci.data_science.models.CreateModelProvenanceDetails
    oci.data_science.models.CreateModelVersionSetDetails
    oci.data_science.models.CreateNotebookSessionDetails
    oci.data_science.models.CreatePipelineDetails
    oci.data_science.models.CreatePipelineRunDetails
    oci.data_science.models.CreatePipelineRunScheduleActionDetails
    oci.data_science.models.CreateProjectDetails
    oci.data_science.models.CreateScheduleDetails
    oci.data_science.models.CustomExpressionQueryScalingConfiguration
    oci.data_science.models.CustomMetadata
    oci.data_science.models.CustomMetricExpressionRule
    oci.data_science.models.DataFlowApplicationApplicationComponent
    oci.data_science.models.DataScienceJobApplicationComponent
    oci.data_science.models.DataScienceModelApplicationComponent
    oci.data_science.models.DataScienceModelDeploymentInstanceComponent
    oci.data_science.models.DataSciencePipelineApplicationComponent
    oci.data_science.models.DataSciencePrivateEndpoint
    oci.data_science.models.DataSciencePrivateEndpointSummary
    oci.data_science.models.DataScienceScheduleInstanceComponent
    oci.data_science.models.DefaultJobConfigurationDetails
    oci.data_science.models.DefaultModelDeploymentEnvironmentConfigurationDetails
    oci.data_science.models.DisableMlApplicationInstanceViewTriggerDetails
    oci.data_science.models.EmptyJobConfigurationDetails
    oci.data_science.models.EmptyJobInfrastructureConfigurationDetails
    oci.data_science.models.EnableMlApplicationInstanceViewTriggerDetails
    oci.data_science.models.ExportModelArtifactDetails
    oci.data_science.models.FastLaunchJobConfigSummary
    oci.data_science.models.FileStorageMountConfigurationDetails
    oci.data_science.models.FixedSizeScalingPolicy
    oci.data_science.models.GenericJobRunUseCaseConfigurationDetails
    oci.data_science.models.GenericOciResourceApplicationComponent
    oci.data_science.models.GenericOciResourceInstanceComponent
    oci.data_science.models.HeterogeneousModelGroupDetails
    oci.data_science.models.HomogeneousModelGroupDetails
    oci.data_science.models.IamAuthConfiguration
    oci.data_science.models.IdcsAuthConfiguration
    oci.data_science.models.IdcsCustomServiceAuthConfiguration
    oci.data_science.models.ImplementationLogDetails
    oci.data_science.models.ImplementationLogging
    oci.data_science.models.ImportModelArtifactDetails
    oci.data_science.models.InfrastructureConfigurationDetails
    oci.data_science.models.InstanceComponent
    oci.data_science.models.InstanceConfiguration
    oci.data_science.models.InstancePoolInfrastructureConfigurationDetails
    oci.data_science.models.InstancePoolModelDeploymentSystemData
    oci.data_science.models.InvokeMlApplicationProviderTriggerScheduleActionDetails
    oci.data_science.models.Job
    oci.data_science.models.JobConfigurationDetails
    oci.data_science.models.JobCustomNetworkConfiguration
    oci.data_science.models.JobDefaultNetworkConfiguration
    oci.data_science.models.JobEnvironmentConfigurationDetails
    oci.data_science.models.JobExecProbeDetails
    oci.data_science.models.JobInfrastructureConfigurationDetails
    oci.data_science.models.JobLogConfigurationDetails
    oci.data_science.models.JobNetworkConfiguration
    oci.data_science.models.JobNodeConfigurationDetails
    oci.data_science.models.JobNodeGroupConfigurationDetails
    oci.data_science.models.JobProbeDetails
    oci.data_science.models.JobRun
    oci.data_science.models.JobRunLogDetails
    oci.data_science.models.JobRunSummary
    oci.data_science.models.JobRunUseCaseConfigurationDetails
    oci.data_science.models.JobRunWorkloadConfigurationDetails
    oci.data_science.models.JobShapeConfigDetails
    oci.data_science.models.JobShapeSummary
    oci.data_science.models.JobSummary
    oci.data_science.models.LogDetails
    oci.data_science.models.ManagedEgressStandaloneJobInfrastructureConfigurationDetails
    oci.data_science.models.MemberModelDetails
    oci.data_science.models.MemberModelEntries
    oci.data_science.models.Metadata
    oci.data_science.models.MetricExpressionRule
    oci.data_science.models.MlApplication
    oci.data_science.models.MlApplicationCollection
    oci.data_science.models.MlApplicationImplementation
    oci.data_science.models.MlApplicationImplementationCollection
    oci.data_science.models.MlApplicationImplementationSummary
    oci.data_science.models.MlApplicationImplementationVersion
    oci.data_science.models.MlApplicationImplementationVersionCollection
    oci.data_science.models.MlApplicationImplementationVersionSummary
    oci.data_science.models.MlApplicationInstance
    oci.data_science.models.MlApplicationInstanceCollection
    oci.data_science.models.MlApplicationInstanceInternalTrigger
    oci.data_science.models.MlApplicationInstanceSummary
    oci.data_science.models.MlApplicationInstanceView
    oci.data_science.models.MlApplicationInstanceViewCollection
    oci.data_science.models.MlApplicationInstanceViewSummary
    oci.data_science.models.MlApplicationPackageArgumentDetails
    oci.data_science.models.MlApplicationPackageArguments
    oci.data_science.models.MlApplicationSummary
    oci.data_science.models.Model
    oci.data_science.models.ModelArtifactReferenceDetails
    oci.data_science.models.ModelConfigurationDetails
    oci.data_science.models.ModelDeployWorkloadConfigurationDetails
    oci.data_science.models.ModelDeployment
    oci.data_science.models.ModelDeploymentConfigurationDetails
    oci.data_science.models.ModelDeploymentEnvironmentConfigurationDetails
    oci.data_science.models.ModelDeploymentInstanceShapeConfigDetails
    oci.data_science.models.ModelDeploymentModelStateSummary
    oci.data_science.models.ModelDeploymentShapeSummary
    oci.data_science.models.ModelDeploymentSummary
    oci.data_science.models.ModelDeploymentSystemData
    oci.data_science.models.ModelGroup
    oci.data_science.models.ModelGroupCloneSourceDetails
    oci.data_science.models.ModelGroupConfigurationDetails
    oci.data_science.models.ModelGroupDeploymentConfigurationDetails
    oci.data_science.models.ModelGroupDetails
    oci.data_science.models.ModelGroupModelSummary
    oci.data_science.models.ModelGroupSummary
    oci.data_science.models.ModelGroupVersionHistory
    oci.data_science.models.ModelGroupVersionHistorySummary
    oci.data_science.models.ModelProvenance
    oci.data_science.models.ModelSummary
    oci.data_science.models.ModelVersionSet
    oci.data_science.models.ModelVersionSetSummary
    oci.data_science.models.ModifyModelGroupDetails
    oci.data_science.models.MultiNodeJobInfrastructureConfigurationDetails
    oci.data_science.models.MultiNodeJobNodeConfigurationDetails
    oci.data_science.models.NodeGroupDetails
    oci.data_science.models.NotebookSession
    oci.data_science.models.NotebookSessionConfigDetails
    oci.data_science.models.NotebookSessionConfigurationDetails
    oci.data_science.models.NotebookSessionGitConfigDetails
    oci.data_science.models.NotebookSessionGitRepoConfigDetails
    oci.data_science.models.NotebookSessionRuntimeConfigDetails
    oci.data_science.models.NotebookSessionShapeConfigDetails
    oci.data_science.models.NotebookSessionShapeSummary
    oci.data_science.models.NotebookSessionSummary
    oci.data_science.models.OSSModelArtifactReferenceDetails
    oci.data_science.models.ObjectStorageBucketInstanceComponent
    oci.data_science.models.ObjectStorageMountConfigurationDetails
    oci.data_science.models.ObjectStorageObjectInstanceComponent
    oci.data_science.models.OcirContainerJobEnvironmentConfigurationDetails
    oci.data_science.models.OcirModelDeploymentEnvironmentConfigurationDetails
    oci.data_science.models.PatchInsertNewMemberModels
    oci.data_science.models.PatchInstruction
    oci.data_science.models.PatchModelGroupMemberModelDetails
    oci.data_science.models.PatchRemoveMemberModels
    oci.data_science.models.Pipeline
    oci.data_science.models.PipelineConfigurationDetails
    oci.data_science.models.PipelineContainerConfigurationDetails
    oci.data_science.models.PipelineContainerStepDetails
    oci.data_science.models.PipelineContainerStepRun
    oci.data_science.models.PipelineContainerStepUpdateDetails
    oci.data_science.models.PipelineCustomScriptStepDetails
    oci.data_science.models.PipelineCustomScriptStepRun
    oci.data_science.models.PipelineCustomScriptStepUpdateDetails
    oci.data_science.models.PipelineDataflowConfigurationDetails
    oci.data_science.models.PipelineDataflowStepDetails
    oci.data_science.models.PipelineDataflowStepRun
    oci.data_science.models.PipelineDataflowStepUpdateDetails
    oci.data_science.models.PipelineDefaultConfigurationDetails
    oci.data_science.models.PipelineInfrastructureConfigurationDetails
    oci.data_science.models.PipelineLogConfigurationDetails
    oci.data_science.models.PipelineMLJobStepDetails
    oci.data_science.models.PipelineMLJobStepRun
    oci.data_science.models.PipelineMLJobStepUpdateDetails
    oci.data_science.models.PipelineOcirContainerConfigurationDetails
    oci.data_science.models.PipelineRun
    oci.data_science.models.PipelineRunLogDetails
    oci.data_science.models.PipelineRunSummary
    oci.data_science.models.PipelineShapeConfigDetails
    oci.data_science.models.PipelineStepConfigurationDetails
    oci.data_science.models.PipelineStepDetails
    oci.data_science.models.PipelineStepOverrideDetails
    oci.data_science.models.PipelineStepRun
    oci.data_science.models.PipelineStepUpdateDetails
    oci.data_science.models.PipelineSummary
    oci.data_science.models.PredefinedExpressionThresholdScalingConfiguration
    oci.data_science.models.PredefinedMetricExpressionRule
    oci.data_science.models.PredictionEndpointDetails
    oci.data_science.models.PredictionUri
    oci.data_science.models.Project
    oci.data_science.models.ProjectSummary
    oci.data_science.models.RegisterModelArtifactReferenceDetails
    oci.data_science.models.RetentionOperationDetails
    oci.data_science.models.RetentionSetting
    oci.data_science.models.ScalingConfiguration
    oci.data_science.models.ScalingPolicy
    oci.data_science.models.Schedule
    oci.data_science.models.ScheduleAction
    oci.data_science.models.ScheduleCronTrigger
    oci.data_science.models.ScheduleHttpAction
    oci.data_science.models.ScheduleHttpActionDetails
    oci.data_science.models.ScheduleICalTrigger
    oci.data_science.models.ScheduleIntervalTrigger
    oci.data_science.models.ScheduleLogDetails
    oci.data_science.models.ScheduleSummary
    oci.data_science.models.ScheduleTrigger
    oci.data_science.models.SingleModelDeploymentConfigurationDetails
    oci.data_science.models.StackedModelGroupDetails
    oci.data_science.models.StandaloneJobInfrastructureConfigurationDetails
    oci.data_science.models.StorageMountConfigurationDetails
    oci.data_science.models.TagConfiguration
    oci.data_science.models.ThresholdBasedAutoScalingPolicyDetails
    oci.data_science.models.TriggerMlApplicationInstanceFlowDetails
    oci.data_science.models.TriggerMlApplicationInstanceViewFlowDetails
    oci.data_science.models.TriggerParameter
    oci.data_science.models.UpdateCategoryLogDetails
    oci.data_science.models.UpdateDataSciencePrivateEndpointDetails
    oci.data_science.models.UpdateDefaultModelDeploymentEnvironmentConfigurationDetails
    oci.data_science.models.UpdateInfrastructureConfigurationDetails
    oci.data_science.models.UpdateInstancePoolInfrastructureConfigurationDetails
    oci.data_science.models.UpdateJobDetails
    oci.data_science.models.UpdateJobRunDetails
    oci.data_science.models.UpdateMlApplicationDetails
    oci.data_science.models.UpdateMlApplicationImplementationDetails
    oci.data_science.models.UpdateMlApplicationImplementationVersionDetails
    oci.data_science.models.UpdateMlApplicationInstanceDetails
    oci.data_science.models.UpdateMlApplicationInstanceViewDetails
    oci.data_science.models.UpdateModelConfigurationDetails
    oci.data_science.models.UpdateModelDeploymentConfigurationDetails
    oci.data_science.models.UpdateModelDeploymentDetails
    oci.data_science.models.UpdateModelDeploymentEnvironmentConfigurationDetails
    oci.data_science.models.UpdateModelDetails
    oci.data_science.models.UpdateModelGroupConfigurationDetails
    oci.data_science.models.UpdateModelGroupDeploymentConfigurationDetails
    oci.data_science.models.UpdateModelGroupDetails
    oci.data_science.models.UpdateModelGroupVersionHistoryDetails
    oci.data_science.models.UpdateModelProvenanceDetails
    oci.data_science.models.UpdateModelVersionSetDetails
    oci.data_science.models.UpdateNotebookSessionDetails
    oci.data_science.models.UpdateOcirModelDeploymentEnvironmentConfigurationDetails
    oci.data_science.models.UpdatePipelineDetails
    oci.data_science.models.UpdatePipelineRunDetails
    oci.data_science.models.UpdateProjectDetails
    oci.data_science.models.UpdateScheduleDetails
    oci.data_science.models.UpdateSingleModelDeploymentConfigurationDetails
    oci.data_science.models.WorkRequest
    oci.data_science.models.WorkRequestError
    oci.data_science.models.WorkRequestLogEntry
    oci.data_science.models.WorkRequestResource
    oci.data_science.models.WorkRequestSummary
    oci.data_science.models.WorkloadConfigurationDetails