energy_fault_detector.main

Quick energy fault detector CLI tool, to try out the EnergyFaultDetector model on a specific dataset.

class Options(csv_test_data_path=None, train_test_column_name=None, train_test_mapping=None, time_column_name=None, status_data_column_name=None, status_mapping=None, status_label_confidence_percentage=0.95, min_anomaly_length=18, features_to_exclude=<factory>, angle_features=<factory>, automatic_optimization=True, enable_debug_plots=False)

Bases: object

angle_features: List[str]

automatic_optimization: bool = True

csv_test_data_path: Optional[str] = None

enable_debug_plots: bool = False

features_to_exclude: List[str]

min_anomaly_length: int = 18

status_data_column_name: Optional[str] = None

status_label_confidence_percentage: float = 0.95

status_mapping: Optional[dict] = None

time_column_name: Optional[str] = None

train_test_column_name: Optional[str] = None

train_test_mapping: Optional[dict] = None

load_options_from_yaml(file_path)

Load options from a YAML file and return an Options dataclass.

Return type:: Options

main()