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Protection

Protection dataclass

Protection mechanism for a column.

Parameters:

Name Type Description Default
detectors Sequence[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

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.