### Apache Airflow version

2.6.0

### What happened

When marking an EMR Serverless job as failed, the job continues to run.

### What you think should happen instead

The job should be cancelled. Looking at the [EMR Serverless Operator](https://github.com/apache/airflow/blob/a6be96d92828a86e982b53646a9e2eeca00a5463/airflow/providers/amazon/aws/operators/emr.py#L939), I don't see an `on_kill` method, so assuming we just need to add that. 

I'm not sure how to handle the `EmrServerlessCreateApplicationOperator` operator, though - if the workflow has a corresponding `EmrServerlessDeleteApplicationOperator`, we'd probably want to delete the application if the job is cancelled.

### How to reproduce

- Start an EMR Serverless DAG
- Mark the job as failed in the Airflow UI
- See that the EMR Serverless job continues to run

### Operating System

n/a

### Versions of Apache Airflow Providers

`apache-airflow-providers-amazon==8.0.0`

### Deployment

Amazon (AWS) MWAA

### Deployment details

_No response_

### Anything else

_No response_

### Are you willing to submit PR?

- [X] Yes I am willing to submit a PR!

### Code of Conduct

- [X] I agree to follow this project's [Code of Conduct](https://github.com/apache/airflow/blob/main/CODE_OF_CONDUCT.md)

region_name=emr_hook.conn_region_name,
            aws_partition=emr_hook.conn_partition,
            job_flow_id=self.job_flow_id,
            log_uri=get_log_uri(emr_client=emr_hook.conn, job_flow_id=job_flow_id),
        )
        self.log.info("Adding steps to %s", job_flow_id)
        
        
        steps = self.steps
        if isinstance(steps, str):
            steps = ast.literal_eval(steps)
        return emr_hook.add_job_flow_steps(
            job_flow_id=job_flow_id,
            steps=steps,
            wait_for_completion=self.wait_for_completion,
            waiter_delay=self.waiter_delay,
            waiter_max_attempts=self.waiter_max_attempts,
            execution_role_arn=self.execution_role_arn,
        )
class EmrStartNotebookExecutionOperator(BaseOperator):
    """
    An operator that starts an EMR notebook execution.
    .. seealso::
        For more information on how to use this operator, take a look at the guide:
        :ref:`howto/operator:EmrStartNotebookExecutionOperator`
    :param editor_id: The unique identifier of the EMR notebook to use for notebook execution.
    :param relative_path: The path and file name of the notebook file for this execution,
        relative to the path specified for the EMR notebook.
    :param cluster_id: The unique identifier of the EMR cluster the notebook is attached to.
    :param service_role: The name or ARN of the IAM role that is used as the service role