def prediction_binary_classification_regression_pl()

in python/pipelines/tabular_pipelines.py [0:0]

• 29 lines of code
• 1 McCabe index (conditional complexity)

def prediction_binary_classification_regression_pl(
    project_id: str,
    location: Optional[str],
    purchase_bigquery_source: str,
    purchase_bigquery_destination_prefix: str,
    purchase_bq_unique_key: str,
    purchase_job_name_prefix: str,
    clv_bigquery_source: str,
    clv_bigquery_destination_prefix: str,
    clv_bq_unique_key: str,
    clv_job_name_prefix: str,
    purchase_model_display_name: str,
    purchase_model_metric_name: str,
    purchase_model_metric_threshold: float,
    number_of_purchase_models_considered: int,
    clv_model_display_name: str,
    clv_model_metric_name: str,
    clv_model_metric_threshold: float,
    number_of_clv_models_considered: int,
    pubsub_activation_topic: str,
    pubsub_activation_type: str,
    machine_type: str = "n1-standard-4",
    max_replica_count: int = 10,
    batch_size: int = 64,
    accelerator_count: int = 0,
    accelerator_type: str = None,
    generate_explanation: bool = False,
    threashold: float = 0.5,
    positive_label: str = 'true',