airflow/contrib/hooks/sagemaker_hook.py
def secondary_training_status_message(job_description, prev_description):
    """
    Returns a string contains start time and the secondary training job status message.

    :param job_description: Returned response from DescribeTrainingJob call
    :type job_description: dict
    :param prev_description: Previous job description from DescribeTrainingJob call
    :type prev_description: dict

    :return: Job status string to be printed.
    """

    if job_description is None or job_description.get('SecondaryStatusTransitions') is None\
            or len(job_description.get('SecondaryStatusTransitions')) == 0:
        return ''

    prev_description_secondary_transitions = prev_description.get('SecondaryStatusTransitions')\
        if prev_description is not None else None
    prev_transitions_num = len(prev_description['SecondaryStatusTransitions'])\
        if prev_description_secondary_transitions is not None else 0
    current_transitions = job_description['SecondaryStatusTransitions']

    transitions_to_print = current_transitions[-1:] if len(current_transitions) == prev_transitions_num else \
        current_transitions[prev_transitions_num - len(current_transitions):]

    status_strs = []
    for transition in transitions_to_print:
        message = transition['StatusMessage']
        time_str = timezone.convert_to_utc(job_description['LastModifiedTime']).strftime('%Y-%m-%d %H:%M:%S')
        status_strs.append('{} {} - {}'.format(time_str, transition['Status'], message))

    return '\n'.join(status_strs)
def secondary_training_status_message(job_description, prev_description):
    """
    Returns a string contains start time and the secondary training job status message.

    :param job_description: Returned response from DescribeTrainingJob call
    :type job_description: dict
    :param prev_description: Previous job description from DescribeTrainingJob call
    :type prev_description: dict

    :return: Job status string to be printed.
    """

    if job_description is None or job_description.get('SecondaryStatusTransitions') is None\
            or len(job_description.get('SecondaryStatusTransitions')) == 0:
        return ''

    prev_description_secondary_transitions = prev_description.get('SecondaryStatusTransitions')\
        if prev_description is not None else None
    prev_transitions_num = len(prev_description['SecondaryStatusTransitions'])\
        if prev_description_secondary_transitions is not None else 0
    current_transitions = job_description['SecondaryStatusTransitions']

    transitions_to_print = current_transitions[-1:] if len(current_transitions) == prev_transitions_num else \
        current_transitions[prev_transitions_num - len(current_transitions):]

    status_strs = []
    for transition in transitions_to_print:
        message = transition['StatusMessage']
        time_str = timezone.convert_to_utc(job_description['LastModifiedTime']).strftime('%Y-%m-%d %H:%M:%S')
        status_strs.append('{} {} - {}'.format(time_str, transition['Status'], message))

    return '\n'.join(status_strs)
def secondary_training_status_message ( job_description , prev_description ) : if job_description is None or job_description . get ( 'SecondaryStatusTransitions' ) is None or len ( job_description . get ( 'SecondaryStatusTransitions' ) ) == 0 : return '' prev_description_secondary_transitions = prev_description . get ( 'SecondaryStatusTransitions' ) if prev_description is not None else None prev_transitions_num = len ( prev_description [ 'SecondaryStatusTransitions' ] ) if prev_description_secondary_transitions is not None else 0 current_transitions = job_description [ 'SecondaryStatusTransitions' ] transitions_to_print = current_transitions [ - 1 : ] if len ( current_transitions ) == prev_transitions_num else current_transitions [ prev_transitions_num - len ( current_transitions ) : ] status_strs = [ ] for transition in transitions_to_print : message = transition [ 'StatusMessage' ] time_str = timezone . convert_to_utc ( job_description [ 'LastModifiedTime' ] ) . strftime ( '%Y-%m-%d %H:%M:%S' ) status_strs . append ( '{} {} - {}' . format ( time_str , transition [ 'Status' ] , message ) ) return '\n' . join ( status_strs )
Returns a string contains start time and the secondary training job status message.

    :param job_description: Returned response from DescribeTrainingJob call
    :type job_description: dict
    :param prev_description: Previous job description from DescribeTrainingJob call
    :type prev_description: dict

    :return: Job status string to be printed.
Returns a string contains start time and the secondary training job status message .