tempor.data.settings module¶

Settings for TemporAI data handling.

class tempor.data.settings.DataSettings(sample_index_name: str = 'sample_idx', time_index_name: str = 'time_idx', default_padding_indicator: float = 999.0)[source]¶

Bases: object

Dataclass containing TemporAI data settings, such as configuration for data validation.

static_value_dtypes : ClassVar[list[type | Literal[category] | Literal[datetime]]] = [<class 'bool'>, <class 'int'>, <class 'float'>, 'category']¶

time_series_value_dtypes : ClassVar[list[type | Literal[category] | Literal[datetime]]] = [<class 'bool'>, <class 'int'>, <class 'float'>, 'category']¶

event_value_dtypes : ClassVar[list[type | Literal[category] | Literal[datetime]]] = [<class 'bool'>]¶

sample_index_dtypes : ClassVar[list[type | Literal[category] | Literal[datetime]]] = [<class 'int'>, <class 'str'>]¶

time_index_dtypes : ClassVar[list[type | Literal[category] | Literal[datetime]]] = ['datetime', <class 'int'>, <class 'float'>]¶

feature_index_dtypes : ClassVar[list[type | Literal[category] | Literal[datetime]]] = [<class 'str'>]¶

sample_index_unique : ClassVar[bool] = True¶

sample_timestep_index_unique : ClassVar[bool] = True¶

sample_index_nullable : ClassVar[bool] = False¶

time_index_nullable : ClassVar[bool] = False¶

feature_index_nullable : ClassVar[bool] = False¶

static_values_nullable : ClassVar[bool] = True¶

time_series_values_nullable : ClassVar[bool] = True¶

event_values_nullable : ClassVar[bool] = False¶

sample_index_name : str = 'sample_idx'¶

time_index_name : str = 'time_idx'¶

default_padding_indicator : float = 999.0¶

tempor.data.settings.DATA_SETTINGS = DataSettings(sample_index_name='sample_idx', time_index_name='time_idx', default_padding_indicator=999.0)¶

TemporAI data settings.