realtabformer.rtf_validators

Contents

`realtabformer.rtf_validators`#

Module Contents#

Classes#

`ValidatorBase`
`RangeValidator`
`GeoValidator`
`ObservationValidator`

class realtabformer.rtf_validators.ValidatorBase[source]#

abstract validate(*args: Any, **kwargs: Any) → bool[source]#

class realtabformer.rtf_validators.RangeValidator(min_val: float | int | numpy.number, max_val: float | int | numpy.number)[source]#

Bases: ValidatorBase

validate(val: float | int | numpy.number, *args: Any, **kwargs: Any) → bool[source]#

class realtabformer.rtf_validators.GeoValidator(geo_bound: shapely.geometry.Polygon | shapely.geometry.MultiPolygon)[source]#

Bases: ValidatorBase

validate(lon: float, lat: float) → bool[source]#

class realtabformer.rtf_validators.ObservationValidator(validators: Dict[str, Tuple[ValidatorBase, Tuple[str]]] | None = None)[source]#

Bases: ValidatorBase

validate(series: pandas.Series) → bool[source]#

validate_df(df: pandas.DataFrame) → pandas.Series[source]#

add_validator(name, validator, cols) → None[source]#

remove_validator(name) → Tuple[source]#