Protection

Protection(
    detectors: list[Detector] = [],
    default: bool = False,
    type: str | ProtectionType = IMPUTE,
)

Protection mechanism for a column.

Parameters:

Name	Type	Description	Default
`detectors`	`list[Detector]`	A sequence of `Detector` objects to detect the values that must be protected.	`[]`
`default`	`bool`	Whether to apply the default protection.	`False`
`type`	`str \| ProtectionType`	The type of protection to be applied, either a `ProtectionType` object or a string representing a `ProtectionType`.	`IMPUTE`

ProtectionType(value: str)

Protection types used in data protection.

Attributes:

Name	Type	Description
`MASK`		Mask the protected values with a placeholder.
`IMPUTE`		Impute protected values replacing them with plausible non-protected values.