Vertex AI Notebook Execution Job
Vertex AI Notebook Execution Job is a managed service in Google Cloud that automates the execution of Jupyter notebooks. It allows users to schedule, run, and monitor notebook tasks in a scalable and reproducible way without manual intervention. This resource is useful for data processing, model training, and batch inference workflows.
gcp.aiplatform_notebook_execution_job
Fields
| Title | ID | Type | Data Type | Description |
|---|
| _key | core | string | |
| ancestors | core | array<string> | |
| create_time | core | timestamp | Output only. Timestamp when this NotebookExecutionJob was created. |
| custom_environment_spec | core | json | The custom compute configuration for an execution job. |
| datadog_display_name | core | string | |
| dataform_repository_source | core | json | The Dataform Repository pointing to a single file notebook repository. |
| direct_notebook_source | core | json | The contents of an input notebook file. |
| encryption_spec | core | json | Customer-managed encryption key spec for the notebook execution job. This field is auto-populated if the NotebookRuntimeTemplate has an encryption spec. |
| execution_timeout | core | string | Max running time of the execution job in seconds (default 86400s / 24 hrs). |
| execution_user | core | string | The user email to run the execution as. Only supported by Colab runtimes. |
| gcp_display_name | core | string | The display name of the NotebookExecutionJob. The name can be up to 128 characters long and can consist of any UTF-8 characters. |
| gcp_status | core | json | Output only. Populated when the NotebookExecutionJob is completed. When there is an error during notebook execution, the error details are populated. |
| gcs_notebook_source | core | json | The Cloud Storage url pointing to the ipynb file. Format: `gs://bucket/notebook_file.ipynb` |
| gcs_output_uri | core | string | The Cloud Storage location to upload the result to. Format: `gs://bucket-name` |
| job_state | core | string | Output only. The state of the NotebookExecutionJob. |
| kernel_name | core | string | The name of the kernel to use during notebook execution. If unset, the default kernel is used. |
| labels | core | array<string> | The labels with user-defined metadata to organize NotebookExecutionJobs. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https://goo.gl/xmQnxf for more information and examples of labels. System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable. |
| name | core | string | Output only. The resource name of this NotebookExecutionJob. Format: `projects/{project_id}/locations/{location}/notebookExecutionJobs/{job_id}` |
| notebook_runtime_template_resource_name | core | string | The NotebookRuntimeTemplate to source compute configuration from. |
| organization_id | core | string | |
| parent | core | string | |
| project_id | core | string | |
| project_number | core | string | |
| region_id | core | string | |
| resource_name | core | string | |
| schedule_resource_name | core | string | The Schedule resource name if this job is triggered by one. Format: `projects/{project_id}/locations/{location}/schedules/{schedule_id}` |
| service_account | core | string | The service account to run the execution as. |
| tags | core | hstore_csv | |
| update_time | core | timestamp | Output only. Timestamp when this NotebookExecutionJob was most recently updated. |
| workbench_runtime | core | json | The Workbench runtime configuration to use for the notebook execution. |
| zone_id | core | string | |
