### Apache Airflow Provider(s)

amazon

### Versions of Apache Airflow Providers



apache-airflow-providers-amazon | 2.4.0

### Apache Airflow version

2.2.3 (latest released)

### Operating System

Amazon Linux 2

### Deployment

MWAA

### Deployment details

_No response_

### What happened

Sagemaker Processing Operator no longer honors the `action_if_job_exists` param and always fails creation of a new processing job is a job with the name already exists. 

This happens because in a recent change, the function responsible for executing the job no longer honors the increment setting:

Change that breaks the increment: https://github.com/apache/airflow/commit/96dd70348ad7e31cfeae6d21af70671b41551fe9

New code: https://github.com/apache/airflow/blob/6734eb1d09a99dc519e89a59e2086cef09a87098/airflow/providers/amazon/aws/operators/sagemaker.py#L167

  

### What you expected to happen

When Sagemaker Processing operator is called with a job-name that already exists, the job creation should succeed with a name that is incremented by 1.   

### How to reproduce

invoke SageMakerProcessingOperator twice with the same job name while keeping action_if_job_exists as 'increment'.   

### 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)

"""
    Returns true if training job's secondary status message has changed.
    :param current_job_description: Current job description, returned from DescribeTrainingJob call.
    :param prev_job_description: Previous job description, returned from DescribeTrainingJob call.
    :return: Whether the secondary status message of a training job changed or not.
    """
    current_secondary_status_transitions = current_job_description.get("SecondaryStatusTransitions")
    if current_secondary_status_transitions is None or len(current_secondary_status_transitions) == 0:
        return False
    prev_job_secondary_status_transitions = (
        prev_job_description.get("SecondaryStatusTransitions") if prev_job_description is not None else None
    )
    last_message = (
        prev_job_secondary_status_transitions[-1]["StatusMessage"]
        if prev_job_secondary_status_transitions is not None
        and len(prev_job_secondary_status_transitions) > 0
        else ""
    )
    message = current_job_description["SecondaryStatusTransitions"][-1]["StatusMessage"]
    return message != last_message
def secondary_training_status_message(