blob: 95ec81ca2813598a704f81adbdcde149c8e7cd74 [file] [log] [blame]
:mod:`airflow.providers.amazon.aws.operators.batch`
===================================================
.. py:module:: airflow.providers.amazon.aws.operators.batch
.. autoapi-nested-parse::
An Airflow operator for AWS Batch services
.. seealso::
- http://boto3.readthedocs.io/en/latest/guide/configuration.html
- http://boto3.readthedocs.io/en/latest/reference/services/batch.html
- https://docs.aws.amazon.com/batch/latest/APIReference/Welcome.html
Module Contents
---------------
.. py:class:: AwsBatchOperator(*, job_name: str, job_definition: str, job_queue: str, overrides: dict, array_properties: Optional[dict] = None, parameters: Optional[dict] = None, job_id: Optional[str] = None, waiters: Optional[Any] = None, max_retries: Optional[int] = None, status_retries: Optional[int] = None, aws_conn_id: Optional[str] = None, region_name: Optional[str] = None, **kwargs)
Bases: :class:`airflow.models.BaseOperator`
Execute a job on AWS Batch
:param job_name: the name for the job that will run on AWS Batch (templated)
:type job_name: str
:param job_definition: the job definition name on AWS Batch
:type job_definition: str
:param job_queue: the queue name on AWS Batch
:type job_queue: str
:param overrides: the `containerOverrides` parameter for boto3 (templated)
:type overrides: Optional[dict]
:param array_properties: the `arrayProperties` parameter for boto3
:type array_properties: Optional[dict]
:param parameters: the `parameters` for boto3 (templated)
:type parameters: Optional[dict]
:param job_id: the job ID, usually unknown (None) until the
submit_job operation gets the jobId defined by AWS Batch
:type job_id: Optional[str]
:param waiters: an :py:class:`.AwsBatchWaiters` object (see note below);
if None, polling is used with max_retries and status_retries.
:type waiters: Optional[AwsBatchWaiters]
:param max_retries: exponential back-off retries, 4200 = 48 hours;
polling is only used when waiters is None
:type max_retries: int
:param status_retries: number of HTTP retries to get job status, 10;
polling is only used when waiters is None
:type status_retries: int
:param aws_conn_id: connection id of AWS credentials / region name. If None,
credential boto3 strategy will be used.
:type aws_conn_id: str
:param region_name: region name to use in AWS Hook.
Override the region_name in connection (if provided)
:type region_name: str
.. note::
Any custom waiters must return a waiter for these calls:
.. code-block:: python
waiter = waiters.get_waiter("JobExists")
waiter = waiters.get_waiter("JobRunning")
waiter = waiters.get_waiter("JobComplete")
.. attribute:: ui_color
:annotation: = #c3dae0
.. attribute:: arn
:annotation: :Optional[str]
.. attribute:: template_fields
:annotation: = ['job_name', 'overrides', 'parameters']
.. method:: execute(self, context: Dict)
Submit and monitor an AWS Batch job
:raises: AirflowException
.. method:: on_kill(self)
.. method:: submit_job(self, context: Dict)
Submit an AWS Batch job
:raises: AirflowException
.. method:: monitor_job(self, context: Dict)
Monitor an AWS Batch job
:raises: AirflowException