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gcp_aiplatform_pipeline_job

`ancestors`

Type: UNORDERED_LIST_STRING

`create_time`

Type: TIMESTAMP
Provider name: createTime
Description: Output only. Pipeline creation time.

`encryption_spec`

Type: STRUCT
Provider name: encryptionSpec
Description: Customer-managed encryption key spec for a pipelineJob. If set, this PipelineJob and all of its sub-resources will be secured by this key.

kms_key_name
Type: STRING
Provider name: kmsKeyName
Description: Required. The Cloud KMS resource identifier of the customer managed encryption key used to protect a resource. Has the form: projects/my-project/locations/my-region/keyRings/my-kr/cryptoKeys/my-key. The key needs to be in the same region as where the compute resource is created.

`end_time`

Type: TIMESTAMP
Provider name: endTime
Description: Output only. Pipeline end time.

`error`

Type: STRUCT
Provider name: error
Description: Output only. The error that occurred during pipeline execution. Only populated when the pipeline’s state is FAILED or CANCELLED.

code
Type: INT32
Provider name: code
Description: The status code, which should be an enum value of google.rpc.Code.
message
Type: STRING
Provider name: message
Description: A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the google.rpc.Status.details field, or localized by the client.

`gcp_display_name`

Type: STRING
Provider name: displayName
Description: The display name of the Pipeline. The name can be up to 128 characters long and can consist of any UTF-8 characters.

`job_detail`

Type: STRUCT
Provider name: jobDetail
Description: Output only. The details of pipeline run. Not available in the list view.

pipeline_context
Type: STRUCT
Provider name: pipelineContext
Description: Output only. The context of the pipeline.
- create_time
  Type: TIMESTAMP
  Provider name: createTime
  Description: Output only. Timestamp when this Context was created.
- description
  Type: STRING
  Provider name: description
  Description: Description of the Context
- etag
  Type: STRING
  Provider name: etag
  Description: An eTag used to perform consistent read-modify-write updates. If not set, a blind “overwrite” update happens.
- gcp_display_name
  Type: STRING
  Provider name: displayName
  Description: User provided display name of the Context. May be up to 128 Unicode characters.
- name
  Type: STRING
  Provider name: name
  Description: Immutable. The resource name of the Context.
- parent_contexts
  Type: UNORDERED_LIST_STRING
  Provider name: parentContexts
  Description: Output only. A list of resource names of Contexts that are parents of this Context. A Context may have at most 10 parent_contexts.
- schema_title
  Type: STRING
  Provider name: schemaTitle
  Description: The title of the schema describing the metadata. Schema title and version is expected to be registered in earlier Create Schema calls. And both are used together as unique identifiers to identify schemas within the local metadata store.
- schema_version
  Type: STRING
  Provider name: schemaVersion
  Description: The version of the schema in schema_name to use. Schema title and version is expected to be registered in earlier Create Schema calls. And both are used together as unique identifiers to identify schemas within the local metadata store.
- update_time
  Type: TIMESTAMP
  Provider name: updateTime
  Description: Output only. Timestamp when this Context was last updated.
pipeline_run_context
Type: STRUCT
Provider name: pipelineRunContext
Description: Output only. The context of the current pipeline run.
- create_time
  Type: TIMESTAMP
  Provider name: createTime
  Description: Output only. Timestamp when this Context was created.
- description
  Type: STRING
  Provider name: description
  Description: Description of the Context
- etag
  Type: STRING
  Provider name: etag
  Description: An eTag used to perform consistent read-modify-write updates. If not set, a blind “overwrite” update happens.
- gcp_display_name
  Type: STRING
  Provider name: displayName
  Description: User provided display name of the Context. May be up to 128 Unicode characters.
- name
  Type: STRING
  Provider name: name
  Description: Immutable. The resource name of the Context.
- parent_contexts
  Type: UNORDERED_LIST_STRING
  Provider name: parentContexts
  Description: Output only. A list of resource names of Contexts that are parents of this Context. A Context may have at most 10 parent_contexts.
- schema_title
  Type: STRING
  Provider name: schemaTitle
  Description: The title of the schema describing the metadata. Schema title and version is expected to be registered in earlier Create Schema calls. And both are used together as unique identifiers to identify schemas within the local metadata store.
- schema_version
  Type: STRING
  Provider name: schemaVersion
  Description: The version of the schema in schema_name to use. Schema title and version is expected to be registered in earlier Create Schema calls. And both are used together as unique identifiers to identify schemas within the local metadata store.
- update_time
  Type: TIMESTAMP
  Provider name: updateTime
  Description: Output only. Timestamp when this Context was last updated.
task_details
Type: UNORDERED_LIST_STRUCT
Provider name: taskDetails
Description: Output only. The runtime details of the tasks under the pipeline.
- create_time
  Type: TIMESTAMP
  Provider name: createTime
  Description: Output only. Task create time.
- end_time
  Type: TIMESTAMP
  Provider name: endTime
  Description: Output only. Task end time.
- error
  Type: STRUCT
  Provider name: error
  Description: Output only. The error that occurred during task execution. Only populated when the task’s state is FAILED or CANCELLED.
  - code
    Type: INT32
    Provider name: code
    Description: The status code, which should be an enum value of google.rpc.Code.
  - message
    Type: STRING
    Provider name: message
    Description: A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the google.rpc.Status.details field, or localized by the client.
- execution
  Type: STRUCT
  Provider name: execution
  Description: Output only. The execution metadata of the task.
  - create_time
    Type: TIMESTAMP
    Provider name: createTime
    Description: Output only. Timestamp when this Execution was created.
  - description
    Type: STRING
    Provider name: description
    Description: Description of the Execution
  - etag
    Type: STRING
    Provider name: etag
    Description: An eTag used to perform consistent read-modify-write updates. If not set, a blind “overwrite” update happens.
  - gcp_display_name
    Type: STRING
    Provider name: displayName
    Description: User provided display name of the Execution. May be up to 128 Unicode characters.
  - name
    Type: STRING
    Provider name: name
    Description: Output only. The resource name of the Execution.
  - schema_title
    Type: STRING
    Provider name: schemaTitle
    Description: The title of the schema describing the metadata. Schema title and version is expected to be registered in earlier Create Schema calls. And both are used together as unique identifiers to identify schemas within the local metadata store.
  - schema_version
    Type: STRING
    Provider name: schemaVersion
    Description: The version of the schema in schema_title to use. Schema title and version is expected to be registered in earlier Create Schema calls. And both are used together as unique identifiers to identify schemas within the local metadata store.
  - state
    Type: STRING
    Provider name: state
    Description: The state of this Execution. This is a property of the Execution, and does not imply or capture any ongoing process. This property is managed by clients (such as Vertex AI Pipelines) and the system does not prescribe or check the validity of state transitions.
    Possible values:
    - STATE_UNSPECIFIED - Unspecified Execution state
    - NEW - The Execution is new
    - RUNNING - The Execution is running
    - COMPLETE - The Execution has finished running
    - FAILED - The Execution has failed
    - CACHED - The Execution completed through Cache hit.
    - CANCELLED - The Execution was cancelled.
  - update_time
    Type: TIMESTAMP
    Provider name: updateTime
    Description: Output only. Timestamp when this Execution was last updated.
- executor_detail
  Type: STRUCT
  Provider name: executorDetail
  Description: Output only. The detailed execution info.
  - container_detail
    Type: STRUCT
    Provider name: containerDetail
    Description: Output only. The detailed info for a container executor.
    - failed_main_jobs
      Type: UNORDERED_LIST_STRING
      Provider name: failedMainJobs
      Description: Output only. The names of the previously failed CustomJob for the main container executions. The list includes the all attempts in chronological order.
    - failed_pre_caching_check_jobs
      Type: UNORDERED_LIST_STRING
      Provider name: failedPreCachingCheckJobs
      Description: Output only. The names of the previously failed CustomJob for the pre-caching-check container executions. This job will be available if the PipelineJob.pipeline_spec specifies the pre_caching_check hook in the lifecycle events. The list includes the all attempts in chronological order.
    - main_job
      Type: STRING
      Provider name: mainJob
      Description: Output only. The name of the CustomJob for the main container execution.
    - pre_caching_check_job
      Type: STRING
      Provider name: preCachingCheckJob
      Description: Output only. The name of the CustomJob for the pre-caching-check container execution. This job will be available if the PipelineJob.pipeline_spec specifies the pre_caching_check hook in the lifecycle events.
  - custom_job_detail
    Type: STRUCT
    Provider name: customJobDetail
    Description: Output only. The detailed info for a custom job executor.
    - failed_jobs
      Type: UNORDERED_LIST_STRING
      Provider name: failedJobs
      Description: Output only. The names of the previously failed CustomJob. The list includes the all attempts in chronological order.
    - job
      Type: STRING
      Provider name: job
      Description: Output only. The name of the CustomJob.
- parent_task_id
  Type: INT64
  Provider name: parentTaskId
  Description: Output only. The id of the parent task if the task is within a component scope. Empty if the task is at the root level.
- pipeline_task_status
  Type: UNORDERED_LIST_STRUCT
  Provider name: pipelineTaskStatus
  Description: Output only. A list of task status. This field keeps a record of task status evolving over time.
  - error
    Type: STRUCT
    Provider name: error
    Description: Output only. The error that occurred during the state. May be set when the state is any of the non-final state (PENDING/RUNNING/CANCELLING) or FAILED state. If the state is FAILED, the error here is final and not going to be retried. If the state is a non-final state, the error indicates a system-error being retried.
    - code
      Type: INT32
      Provider name: code
      Description: The status code, which should be an enum value of google.rpc.Code.
    - message
      Type: STRING
      Provider name: message
      Description: A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the google.rpc.Status.details field, or localized by the client.
  - state
    Type: STRING
    Provider name: state
    Description: Output only. The state of the task.
    Possible values:
    - STATE_UNSPECIFIED - Unspecified.
    - PENDING - Specifies pending state for the task.
    - RUNNING - Specifies task is being executed.
    - SUCCEEDED - Specifies task completed successfully.
    - CANCEL_PENDING - Specifies Task cancel is in pending state.
    - CANCELLING - Specifies task is being cancelled.
    - CANCELLED - Specifies task was cancelled.
    - FAILED - Specifies task failed.
    - SKIPPED - Specifies task was skipped due to cache hit.
    - NOT_TRIGGERED - Specifies that the task was not triggered because the task’s trigger policy is not satisfied. The trigger policy is specified in the condition field of PipelineJob.pipeline_spec.
  - update_time
    Type: TIMESTAMP
    Provider name: updateTime
    Description: Output only. Update time of this status.
- start_time
  Type: TIMESTAMP
  Provider name: startTime
  Description: Output only. Task start time.
- state
  Type: STRING
  Provider name: state
  Description: Output only. State of the task.
  Possible values:
  - STATE_UNSPECIFIED - Unspecified.
  - PENDING - Specifies pending state for the task.
  - RUNNING - Specifies task is being executed.
  - SUCCEEDED - Specifies task completed successfully.
  - CANCEL_PENDING - Specifies Task cancel is in pending state.
  - CANCELLING - Specifies task is being cancelled.
  - CANCELLED - Specifies task was cancelled.
  - FAILED - Specifies task failed.
  - SKIPPED - Specifies task was skipped due to cache hit.
  - NOT_TRIGGERED - Specifies that the task was not triggered because the task’s trigger policy is not satisfied. The trigger policy is specified in the condition field of PipelineJob.pipeline_spec.
- task_id
  Type: INT64
  Provider name: taskId
  Description: Output only. The system generated ID of the task.
- task_name
  Type: STRING
  Provider name: taskName
  Description: Output only. The user specified name of the task that is defined in pipeline_spec.

`labels`

Type: UNORDERED_LIST_STRING

`name`

Type: STRING
Provider name: name
Description: Output only. The resource name of the PipelineJob.

`network`

Type: STRING
Provider name: network
Description: The full name of the Compute Engine network to which the Pipeline Job’s workload should be peered. For example, projects/12345/global/networks/myVPC. Format is of the form projects/{project}/global/networks/{network}. Where {project} is a project number, as in 12345, and {network} is a network name. Private services access must already be configured for the network. Pipeline job will apply the network configuration to the Google Cloud resources being launched, if applied, such as Vertex AI Training or Dataflow job. If left unspecified, the workload is not peered with any network.

`organization_id`

Type: STRING

`parent`

Type: STRING

`preflight_validations`

Type: BOOLEAN
Provider name: preflightValidations
Description: Optional. Whether to do component level validations before job creation.

`project_id`

Type: STRING

`project_number`

Type: STRING

`reserved_ip_ranges`

Type: UNORDERED_LIST_STRING
Provider name: reservedIpRanges
Description: A list of names for the reserved ip ranges under the VPC network that can be used for this Pipeline Job’s workload. If set, we will deploy the Pipeline Job’s workload within the provided ip ranges. Otherwise, the job will be deployed to any ip ranges under the provided VPC network. Example: [‘vertex-ai-ip-range’].

`resource_name`

Type: STRING

`runtime_config`

Type: STRUCT
Provider name: runtimeConfig
Description: Runtime config of the pipeline.

failure_policy
Type: STRING
Provider name: failurePolicy
Description: Represents the failure policy of a pipeline. Currently, the default of a pipeline is that the pipeline will continue to run until no more tasks can be executed, also known as PIPELINE_FAILURE_POLICY_FAIL_SLOW. However, if a pipeline is set to PIPELINE_FAILURE_POLICY_FAIL_FAST, it will stop scheduling any new tasks when a task has failed. Any scheduled tasks will continue to completion.
Possible values:
- PIPELINE_FAILURE_POLICY_UNSPECIFIED - Default value, and follows fail slow behavior.
- PIPELINE_FAILURE_POLICY_FAIL_SLOW - Indicates that the pipeline should continue to run until all possible tasks have been scheduled and completed.
- PIPELINE_FAILURE_POLICY_FAIL_FAST - Indicates that the pipeline should stop scheduling new tasks after a task has failed.
gcs_output_directory
Type: STRING
Provider name: gcsOutputDirectory
Description: Required. A path in a Cloud Storage bucket, which will be treated as the root output directory of the pipeline. It is used by the system to generate the paths of output artifacts. The artifact paths are generated with a sub-path pattern {job_id}/{task_id}/{output_key} under the specified output directory. The service account specified in this pipeline must have the storage.objects.get and storage.objects.create permissions for this bucket.

`schedule_name`

Type: STRING
Provider name: scheduleName
Description: Output only. The schedule resource name. Only returned if the Pipeline is created by Schedule API.

`service_account`

Type: STRING
Provider name: serviceAccount
Description: The service account that the pipeline workload runs as. If not specified, the Compute Engine default service account in the project will be used. See https://cloud.google.com/compute/docs/access/service-accounts#default_service_account Users starting the pipeline must have the iam.serviceAccounts.actAs permission on this service account.

`start_time`

Type: TIMESTAMP
Provider name: startTime
Description: Output only. Pipeline start time.

`state`

Type: STRING
Provider name: state
Description: Output only. The detailed state of the job.
Possible values:

PIPELINE_STATE_UNSPECIFIED - The pipeline state is unspecified.
PIPELINE_STATE_QUEUED - The pipeline has been created or resumed, and processing has not yet begun.
PIPELINE_STATE_PENDING - The service is preparing to run the pipeline.
PIPELINE_STATE_RUNNING - The pipeline is in progress.
PIPELINE_STATE_SUCCEEDED - The pipeline completed successfully.
PIPELINE_STATE_FAILED - The pipeline failed.
PIPELINE_STATE_CANCELLING - The pipeline is being cancelled. From this state, the pipeline may only go to either PIPELINE_STATE_SUCCEEDED, PIPELINE_STATE_FAILED or PIPELINE_STATE_CANCELLED.
PIPELINE_STATE_CANCELLED - The pipeline has been cancelled.
PIPELINE_STATE_PAUSED - The pipeline has been stopped, and can be resumed.

`tags`

Type: UNORDERED_LIST_STRING

`template_metadata`

Type: STRUCT
Provider name: templateMetadata
Description: Output only. Pipeline template metadata. Will fill up fields if PipelineJob.template_uri is from supported template registry.

version
Type: STRING
Provider name: version
Description: The version_name in artifact registry. Will always be presented in output if the PipelineJob.template_uri is from supported template registry. Format is “sha256:abcdef123456…”.

`template_uri`

Type: STRING
Provider name: templateUri
Description: A template uri from where the PipelineJob.pipeline_spec, if empty, will be downloaded. Currently, only uri from Vertex Template Registry & Gallery is supported. Reference to https://cloud.google.com/vertex-ai/docs/pipelines/create-pipeline-template.

`update_time`

Type: TIMESTAMP
Provider name: updateTime
Description: Output only. Timestamp when this PipelineJob was most recently updated.