def create()

in src/smexperiments/trial.py [0:0]

• 13 lines of code
• 4 McCabe index (conditional complexity)

    def create(cls, experiment_name, trial_name=None, sagemaker_boto_client=None, trial_components=None, tags=None):
        """Create a new trial and return a ``Trial`` object.

        Args:
            experiment_name: (str): Name of the experiment to create this trial in.
            trial_name: (str, optional): Name of the Trial. If not specified, an auto-generated name will be used.
            sagemaker_boto_client (SageMaker.Client, optional): Boto3 client for SageMaker.
                If not supplied, a default boto3 client will be created and used.
            trial_components (list): A list of trial component names, trial components, or trial component trackers.
            tags (List[dict[str, str]]): A list of tags to associate with the trial.

        Returns:
            smexperiments.trial.Trial: A SageMaker ``Trial`` object
        """
        trial_name = trial_name or _utils.name("Trial")
        trial = super(Trial, cls)._construct(
            cls._boto_create_method,
            trial_name=trial_name,
            experiment_name=experiment_name,
            tags=tags,
            sagemaker_boto_client=sagemaker_boto_client,
        )
        if trial_components:
            for tc in trial_components:
                trial.add_trial_component(tc)
        return trial