etiq.dataprofile package

Submodules

etiq.dataprofile.dataprofile module

class etiq.dataprofile.dataprofile.DataProfile(name: str, type: ~etiq.dataprofile.dataprofile.DatasetType = DatasetType.Base, hash: str = '', feature_profiles: ~typing.List[~etiq.dataprofile.dataprofile.FeatureDataProfile] = <factory>)

Bases: object

A simple data class to represent a data profile

add_feature_profile(afeature_profile: FeatureDataProfile)

feature_profiles: List[FeatureDataProfile]

hash: str = ''

name: str

type: DatasetType = 1

class etiq.dataprofile.dataprofile.DatasetType(value)

Bases: Enum

An enumeration.

Base = 1

Comparison = 2

class etiq.dataprofile.dataprofile.FeatureDataProfile(feature: str, type: FeatureType = FeatureType.Continuous, distinct_values: int = 0, minimum: float = nan, maximum: float = nan, missing_values: int = 0, missing_values_percentage: float = 0.0, condition: str | None = None)

Bases: object

A simple data class to represent a data profile for a feature

condition: str | None = None

distinct_values: int = 0

feature: str

maximum: float = nan

minimum: float = nan

missing_values: int = 0

missing_values_percentage: float = 0.0

type: FeatureType = 2

class etiq.dataprofile.dataprofile.FeatureType(value)

Bases: Enum

An enumeration.

Categorical = 1

Continuous = 2

Date = 4

ID = 3

Module contents

class etiq.dataprofile.DataProfile(name: str, type: ~etiq.dataprofile.dataprofile.DatasetType = DatasetType.Base, hash: str = '', feature_profiles: ~typing.List[~etiq.dataprofile.dataprofile.FeatureDataProfile] = <factory>)

Bases: object

A simple data class to represent a data profile

add_feature_profile(afeature_profile: FeatureDataProfile)

feature_profiles: List[FeatureDataProfile]

hash: str = ''

name: str

type: DatasetType = 1

class etiq.dataprofile.DatasetType(value)

Bases: Enum

An enumeration.

Base = 1

Comparison = 2

class etiq.dataprofile.FeatureDataProfile(feature: str, type: FeatureType = FeatureType.Continuous, distinct_values: int = 0, minimum: float = nan, maximum: float = nan, missing_values: int = 0, missing_values_percentage: float = 0.0, condition: str | None = None)

Bases: object

A simple data class to represent a data profile for a feature

condition: str | None = None

distinct_values: int = 0

feature: str

maximum: float = nan

minimum: float = nan

missing_values: int = 0

missing_values_percentage: float = 0.0

type: FeatureType = 2

class etiq.dataprofile.FeatureType(value)

Bases: Enum

An enumeration.

Categorical = 1

Continuous = 2

Date = 4

ID = 3