phlower.services.predictor.PhlowerPredictor

class phlower.services.predictor.PhlowerPredictor(model_directory, predict_setting, scaling_setting=None, decrypt_key=None)

Bases: object

Methods

__init__(model_directory, predict_setting[, ...])
from_pathes(model_directory, ...[, ...])	Create PhlowerPredictor from pathes
predict()

Parameters:

• model_directory (pathlib.Path | str)

• predict_setting (PhlowerPredictorSetting)

• scaling_setting (PhlowerSetting | None)

• decrypt_key (bytes | None)

classmethod from_pathes(model_directory, predict_setting_yaml, scaling_setting_yaml=None, decrypt_key=None)

Create PhlowerPredictor from pathes

Parameters:

• model_directory (Path | str) – pathlib.Path | str Model directory

• predict_setting_yaml (Path) – pathlib.Path Predict setting yaml file

• scaling_setting_yaml (Path | None) – pathlib.Path | None Scaling setting yaml file. Defaults to None.

• decrypt_key (bytes | None) – bytes | None Decrypt key. Defaults to None.

Returns:

PhlowerPredictor

Return type:

PhlowerPredictor