NotInBins

class

class NotInBins(column_name: ColumnNameSpec, bins: BinsCriteriaSpec)

Bases: CategoryCriteria

Categories: dq-operator

A category criteria that selects rows whose bin is not among the given bins. Use with Filter, Select or Fail.

Examples

Filter(NotInBins(column_name="amount_bin", bins={0, 1, 2}))

The special bins catch the values that fell outside the scale:

NotInBins(
    column_name="amount_bin",
    bins={"none", "nan", "underflow", "overflow"},
)

Parameters

parameter

column_nameColumnNameSpec (str)

Name of the column holding the bin index a ScaleCategorizer produced.

parameter

binsBinsCriteriaSpec (frozenset[StrictInt | Literal['none', 'nan', 'underflow', 'overflow']])

Bins to match; a non-empty set of bin indices (0 to 100) and/or the special bins "none", "nan", "underflow" and "overflow".

Methods

method

to_dict

def to_dict() -> dict[str, Any]

method

to_json

def to_json(indent: int | None = None) -> str

Parameters:

parameter

indentint | None

method

from_dict

def from_dict(d: dict[str, Any]) -> Any

Parameters:

parameter

ddict[str, Any]

method

from_json

def from_json(s: str | bytes) -> Any

Parameters:

parameter

sstr | bytes