whylogs.datasets.configs#

Module Contents#

Classes#

class whylogs.datasets.configs.BaseConfig#
data_folder: str = 'whylogs_data'#
description_folder: str = 'whylogs.datasets.descr'#
class whylogs.datasets.configs.DatasetConfig#
folder_name: str#
url: str#
baseline_start_timestamp: Dict[str, datetime.datetime]#
inference_start_timestamp: Optional[Dict[str, datetime.datetime]]#
production_start_timestamp: Optional[Dict[str, datetime.datetime]]#
max_interval: int#
base_unit: str#
available_versions: tuple#
target_columns: dict#
prediction_columns: dict#
miscellaneous_columns: dict#
ignore_columns: dict#
class whylogs.datasets.configs.EcommerceConfig#

Bases: DatasetConfig

folder_name: str = 'ecommerce'#
description_file: str = 'ecommerce.rst'#
available_versions: tuple = ('base',)#
url: str = 'https://whylabs-public.s3.us-west-2.amazonaws.com/whylogs_examples/Ecommerce'#
baseline_start_timestamp: Dict[str, datetime.datetime]#
inference_start_timestamp: Dict[str, datetime.datetime]#
production_start_timestamp: Dict[str, datetime.datetime]#
max_interval: int = 21#
base_unit: str = 'D'#
target_columns: Dict[str, List[str]]#
prediction_columns: Dict[str, List[str]]#
miscellaneous_columns: Dict[str, List[str]]#
ignore_columns: Dict[str, List[str]]#
class whylogs.datasets.configs.EmployeeConfig#

Bases: DatasetConfig

folder_name: str = 'employee'#
description_file: str = 'employee.rst'#
available_versions: tuple = ('base',)#
url: str = 'https://whylabs-public.s3.us-west-2.amazonaws.com/whylogs_examples/Employee'#
baseline_start_timestamp: Dict[str, datetime.datetime]#
inference_start_timestamp: Dict[str, datetime.datetime]#
production_start_timestamp: Dict[str, datetime.datetime]#
max_interval: int = 31#
base_unit: str = 'D'#
target_columns: Dict[str, List[str]]#
prediction_columns: Dict[str, List[str]]#
miscellaneous_columns: Dict[str, List[str]]#
ignore_columns: Dict[str, List[str]]#
class whylogs.datasets.configs.WeatherConfig#

Bases: DatasetConfig

folder_name: str = 'weather_forecast'#
description_file: str = 'weather.rst'#
url: str = 'https://whylabs-public.s3.us-west-2.amazonaws.com/whylogs_examples/WeatherForecast'#
baseline_start_timestamp: Dict[str, datetime.datetime]#
inference_start_timestamp: Dict[str, datetime.datetime]#
production_start_timestamp: Dict[str, datetime.datetime]#
production_start_timestamp#
max_interval: int = 30#
base_unit: str = 'D'#
available_versions: tuple = ('in_domain', 'out_domain')#
target_columns: Dict[str, List[str]]#
prediction_columns: Dict[str, List[str]]#
miscellaneous_columns: Dict[str, List[str]]#
ignore_columns: Dict[str, List[str]]#