Class DataScienceClient

Activates the model. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Activates the model deployment. This operation does not retry by default if the user has not defined a retry configuration.

Activates the notebook session. This operation does not retry by default if the user has not defined a retry configuration.

Cancels an IN_PROGRESS job run. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Cancel a PipelineRun. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Cancels a work request that has not started. This operation does not retry by default if the user has not defined a retry configuration.

Moves a private endpoint into a different compartment. When provided, If-Match is checked against ETag values of the resource.

Changes a job's compartment This operation does not retry by default if the user has not defined a retry configuration.

Changes a job run's compartment This operation does not retry by default if the user has not defined a retry configuration.

Moves a model resource into a different compartment. This operation does not retry by default if the user has not defined a retry configuration.

Moves a model deployment into a different compartment. When provided, If-Match is checked against ETag values of the resource. This operation does not retry by default if the user has not defined a retry configuration.

Moves a modelVersionSet resource into a different compartment. This operation does not retry by default if the user has not defined a retry configuration.

Moves a notebook session resource into a different compartment. This operation does not retry by default if the user has not defined a retry configuration.

Moves a resource into a different compartment. When provided, If-Match is checked against ETag values of the resource. This operation does not retry by default if the user has not defined a retry configuration.

Moves a resource into a different compartment. When provided, If-Match is checked against ETag values of the resource. This operation does not retry by default if the user has not defined a retry configuration.

Moves a project resource into a different compartment. This operation does not retry by default if the user has not defined a retry configuration.

Close the client once it is no longer needed

Creates a Data Science private endpoint to be used by a Data Science resource.

Creates a job. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Uploads a job artifact. This operation does not retry by default if the user has not defined a retry configuration.

Creates a job run. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Creates a new model. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Creates model artifact for specified model. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Creates a new model deployment. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Creates provenance information for the specified model. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Creates a new modelVersionSet. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Creates a new notebook session. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Creates a new Pipeline.

Creates a new PipelineRun.

Creates a new project. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Upload the artifact for a step in the pipeline. This operation does not retry by default if the user has not defined a retry configuration.

Creates a new DataScienceWaiter for resources for this service.

Deactivates the model. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Deactivates the model deployment. This operation does not retry by default if the user has not defined a retry configuration.

Deactivates the notebook session. This operation does not retry by default if the user has not defined a retry configuration.

Deletes a private endpoint using privateEndpointId.

Deletes a job. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Deletes a job run. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Deletes the specified model. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Deletes the specified model deployment. Any unsaved work in this model deployment is lost. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Deletes the specified modelVersionSet. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Deletes the specified notebook session. Any unsaved work in this notebook session are lost. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Deletes a Pipeline resource by identifier. This operation does not retry by default if the user has not defined a retry configuration.

Deletes a PipelineRun resource by identifier. This operation does not retry by default if the user has not defined a retry configuration.

Deletes the specified project. This operation fails unless all associated resources (notebook sessions or models) are in a DELETED state. You must delete all associated resources before deleting a project. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Export model artifact from source to the service bucket This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Retrieves an private endpoint using a privateEndpointId.

Gets a job. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Downloads job artifact content for specified job. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Gets a job run. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Gets the specified model's information. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Downloads model artifact content for specified model. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Retrieves the model deployment for the specified modelDeploymentId. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Gets provenance information for specified model. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Gets the specified model version set information. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Gets the specified notebook session's information. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Gets a Pipeline by identifier. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Gets a PipelineRun by identifier. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Gets the specified project's information. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Download the artifact for a step in the pipeline. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Gets the waiters available for resources for this service.

Gets the specified work request's information. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Gets job artifact metadata. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Gets model artifact metadata for specified model. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Get the artifact metadata for a step in the pipeline. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Import model artifact from service bucket This operation does not retry by default if the user has not defined a retry configuration.

NOTE: This function is deprecated in favor of listDataSciencePrivateEndpointsRecordIterator function. Creates a new async iterator which will iterate over the models.DataSciencePrivateEndpointSummary objects contained in responses from the listDataSciencePrivateEndpoints operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listDataSciencePrivateEndpointsResponseIterator function. Creates a new async iterator which will iterate over the responses received from the listDataSciencePrivateEndpoints operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listFastLaunchJobConfigsRecordIterator function. Creates a new async iterator which will iterate over the models.FastLaunchJobConfigSummary objects contained in responses from the listFastLaunchJobConfigs operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listFastLaunchJobConfigsResponseIterator function. Creates a new async iterator which will iterate over the responses received from the listFastLaunchJobConfigs operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listJobRunsRecordIterator function. Creates a new async iterator which will iterate over the models.JobRunSummary objects contained in responses from the listJobRuns operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listJobRunsResponseIterator function. Creates a new async iterator which will iterate over the responses received from the listJobRuns operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listJobShapesRecordIterator function. Creates a new async iterator which will iterate over the models.JobShapeSummary objects contained in responses from the listJobShapes operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listJobShapesResponseIterator function. Creates a new async iterator which will iterate over the responses received from the listJobShapes operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listJobsRecordIterator function. Creates a new async iterator which will iterate over the models.JobSummary objects contained in responses from the listJobs operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listJobsResponseIterator function. Creates a new async iterator which will iterate over the responses received from the listJobs operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listModelDeploymentShapesRecordIterator function. Creates a new async iterator which will iterate over the models.ModelDeploymentShapeSummary objects contained in responses from the listModelDeploymentShapes operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listModelDeploymentShapesResponseIterator function. Creates a new async iterator which will iterate over the responses received from the listModelDeploymentShapes operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listModelDeploymentsRecordIterator function. Creates a new async iterator which will iterate over the models.ModelDeploymentSummary objects contained in responses from the listModelDeployments operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listModelDeploymentsResponseIterator function. Creates a new async iterator which will iterate over the responses received from the listModelDeployments operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listModelVersionSetsRecordIterator function. Creates a new async iterator which will iterate over the models.ModelVersionSetSummary objects contained in responses from the listModelVersionSets operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listModelVersionSetsResponseIterator function. Creates a new async iterator which will iterate over the responses received from the listModelVersionSets operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listModelsRecordIterator function. Creates a new async iterator which will iterate over the models.ModelSummary objects contained in responses from the listModels operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listModelsResponseIterator function. Creates a new async iterator which will iterate over the responses received from the listModels operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listNotebookSessionShapesRecordIterator function. Creates a new async iterator which will iterate over the models.NotebookSessionShapeSummary objects contained in responses from the listNotebookSessionShapes operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listNotebookSessionShapesResponseIterator function. Creates a new async iterator which will iterate over the responses received from the listNotebookSessionShapes operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listNotebookSessionsRecordIterator function. Creates a new async iterator which will iterate over the models.NotebookSessionSummary objects contained in responses from the listNotebookSessions operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listNotebookSessionsResponseIterator function. Creates a new async iterator which will iterate over the responses received from the listNotebookSessions operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listPipelineRunsRecordIterator function. Creates a new async iterator which will iterate over the models.PipelineRunSummary objects contained in responses from the listPipelineRuns operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listPipelineRunsResponseIterator function. Creates a new async iterator which will iterate over the responses received from the listPipelineRuns operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listPipelinesRecordIterator function. Creates a new async iterator which will iterate over the models.PipelineSummary objects contained in responses from the listPipelines operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listPipelinesResponseIterator function. Creates a new async iterator which will iterate over the responses received from the listPipelines operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listProjectsRecordIterator function. Creates a new async iterator which will iterate over the models.ProjectSummary objects contained in responses from the listProjects operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listProjectsResponseIterator function. Creates a new async iterator which will iterate over the responses received from the listProjects operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listWorkRequestErrorsRecordIterator function. Creates a new async iterator which will iterate over the models.WorkRequestError objects contained in responses from the listWorkRequestErrors operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listWorkRequestErrorsResponseIterator function. Creates a new async iterator which will iterate over the responses received from the listWorkRequestErrors operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listWorkRequestLogsRecordIterator function. Creates a new async iterator which will iterate over the models.WorkRequestLogEntry objects contained in responses from the listWorkRequestLogs operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listWorkRequestLogsResponseIterator function. Creates a new async iterator which will iterate over the responses received from the listWorkRequestLogs operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listWorkRequestsRecordIterator function. Creates a new async iterator which will iterate over the models.WorkRequestSummary objects contained in responses from the listWorkRequests operation. This iterator will fetch more data from the server as needed.

NOTE: This function is deprecated in favor of listWorkRequestsResponseIterator function. Creates a new async iterator which will iterate over the responses received from the listWorkRequests operation. This iterator will fetch more data from the server as needed.

Lists all Data Science private endpoints in the specified compartment. The query must include compartmentId. The query can also include one other parameter. If the query doesn't include compartmentId, or includes compartmentId with two or more other parameters, then an error is returned.

Creates a new async iterator which will iterate over the models.DataSciencePrivateEndpointSummary objects contained in responses from the listDataSciencePrivateEndpoints operation. This iterator will fetch more data from the server as needed.

Creates a new async iterator which will iterate over the responses received from the listDataSciencePrivateEndpoints operation. This iterator will fetch more data from the server as needed.

List fast launch capable job configs in the specified compartment. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Creates a new async iterator which will iterate over the models.FastLaunchJobConfigSummary objects contained in responses from the listFastLaunchJobConfigs operation. This iterator will fetch more data from the server as needed.

Creates a new async iterator which will iterate over the responses received from the listFastLaunchJobConfigs operation. This iterator will fetch more data from the server as needed.

List out job runs. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Creates a new async iterator which will iterate over the models.JobRunSummary objects contained in responses from the listJobRuns operation. This iterator will fetch more data from the server as needed.

Creates a new async iterator which will iterate over the responses received from the listJobRuns operation. This iterator will fetch more data from the server as needed.

List job shapes available in the specified compartment. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Creates a new async iterator which will iterate over the models.JobShapeSummary objects contained in responses from the listJobShapes operation. This iterator will fetch more data from the server as needed.

Creates a new async iterator which will iterate over the responses received from the listJobShapes operation. This iterator will fetch more data from the server as needed.

List jobs in the specified compartment. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Creates a new async iterator which will iterate over the models.JobSummary objects contained in responses from the listJobs operation. This iterator will fetch more data from the server as needed.

Creates a new async iterator which will iterate over the responses received from the listJobs operation. This iterator will fetch more data from the server as needed.

Lists the valid model deployment shapes. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Creates a new async iterator which will iterate over the models.ModelDeploymentShapeSummary objects contained in responses from the listModelDeploymentShapes operation. This iterator will fetch more data from the server as needed.

Creates a new async iterator which will iterate over the responses received from the listModelDeploymentShapes operation. This iterator will fetch more data from the server as needed.

Lists all model deployments in the specified compartment. Only one parameter other than compartmentId may also be included in a query. The query must include compartmentId. If the query does not include compartmentId, or includes compartmentId but two or more other parameters an error is returned.

Creates a new async iterator which will iterate over the models.ModelDeploymentSummary objects contained in responses from the listModelDeployments operation. This iterator will fetch more data from the server as needed.

Creates a new async iterator which will iterate over the responses received from the listModelDeployments operation. This iterator will fetch more data from the server as needed.

Lists model version sets in the specified compartment. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Creates a new async iterator which will iterate over the models.ModelVersionSetSummary objects contained in responses from the listModelVersionSets operation. This iterator will fetch more data from the server as needed.

Creates a new async iterator which will iterate over the responses received from the listModelVersionSets operation. This iterator will fetch more data from the server as needed.

Lists models in the specified compartment. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Creates a new async iterator which will iterate over the models.ModelSummary objects contained in responses from the listModels operation. This iterator will fetch more data from the server as needed.

Creates a new async iterator which will iterate over the responses received from the listModels operation. This iterator will fetch more data from the server as needed.

Lists the valid notebook session shapes. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Creates a new async iterator which will iterate over the models.NotebookSessionShapeSummary objects contained in responses from the listNotebookSessionShapes operation. This iterator will fetch more data from the server as needed.

Creates a new async iterator which will iterate over the responses received from the listNotebookSessionShapes operation. This iterator will fetch more data from the server as needed.

Lists the notebook sessions in the specified compartment. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Creates a new async iterator which will iterate over the models.NotebookSessionSummary objects contained in responses from the listNotebookSessions operation. This iterator will fetch more data from the server as needed.

Creates a new async iterator which will iterate over the responses received from the listNotebookSessions operation. This iterator will fetch more data from the server as needed.

Returns a list of PipelineRuns. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Creates a new async iterator which will iterate over the models.PipelineRunSummary objects contained in responses from the listPipelineRuns operation. This iterator will fetch more data from the server as needed.

Creates a new async iterator which will iterate over the responses received from the listPipelineRuns operation. This iterator will fetch more data from the server as needed.

Returns a list of Pipelines. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Creates a new async iterator which will iterate over the models.PipelineSummary objects contained in responses from the listPipelines operation. This iterator will fetch more data from the server as needed.

Creates a new async iterator which will iterate over the responses received from the listPipelines operation. This iterator will fetch more data from the server as needed.

Lists projects in the specified compartment. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Creates a new async iterator which will iterate over the models.ProjectSummary objects contained in responses from the listProjects operation. This iterator will fetch more data from the server as needed.

Creates a new async iterator which will iterate over the responses received from the listProjects operation. This iterator will fetch more data from the server as needed.

Lists work request errors for the specified work request. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Creates a new async iterator which will iterate over the models.WorkRequestError objects contained in responses from the listWorkRequestErrors operation. This iterator will fetch more data from the server as needed.

Creates a new async iterator which will iterate over the responses received from the listWorkRequestErrors operation. This iterator will fetch more data from the server as needed.

Lists work request logs for the specified work request. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Creates a new async iterator which will iterate over the models.WorkRequestLogEntry objects contained in responses from the listWorkRequestLogs operation. This iterator will fetch more data from the server as needed.

Creates a new async iterator which will iterate over the responses received from the listWorkRequestLogs operation. This iterator will fetch more data from the server as needed.

Lists work requests in the specified compartment. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Creates a new async iterator which will iterate over the models.WorkRequestSummary objects contained in responses from the listWorkRequests operation. This iterator will fetch more data from the server as needed.

Creates a new async iterator which will iterate over the responses received from the listWorkRequests operation. This iterator will fetch more data from the server as needed.

Shutdown the circuit breaker used by the client when it is no longer needed

Updates a private endpoint using a privateEndpointId. If changes to a private endpoint match a previously defined private endpoint, then a 409 status code is returned. This indicates that a conflict has been detected.

Updates a job. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Updates a job run. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Updates the properties of a model. You can update the displayName, description, freeformTags, and definedTags properties. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Updates the properties of a model deployment. Some of the properties of modelDeploymentConfigurationDetails or CategoryLogDetails can also be updated with zero down time when the model deployment's lifecycle state is ACTIVE or NEEDS_ATTENTION i.e instanceShapeName, instanceCount and modelId, separately loadBalancerShape or CategoryLogDetails can also be updated independently. All of the fields can be updated when the deployment is in the INACTIVE lifecycle state. Changes will take effect the next time the model deployment is activated.

Updates the provenance information for the specified model. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Updates the properties of a model version set. User can update the description property. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.

Updates the properties of a notebook session. You can update the displayName, freeformTags, and definedTags properties. When the notebook session is in the INACTIVE lifecycle state, you can update notebookSessionConfigurationDetails and change shape, subnetId, and blockStorageSizeInGBs. Changes to the notebookSessionConfigurationDetails take effect the next time the ActivateNotebookSession action is invoked on the notebook session resource.

Updates the Pipeline. This operation does not retry by default if the user has not defined a retry configuration.

Updates the PipelineRun. This operation does not retry by default if the user has not defined a retry configuration.

Updates the properties of a project. You can update the displayName, description, freeformTags, and definedTags properties. This operation uses {@link common.OciSdkDefaultRetryConfiguration} by default if no retry configuration is defined by the user.