abacusai.api_class.project

Classes

FeatureMappingConfig	Feature mapping configuration for a feature group type.
ProjectFeatureGroupTypeMappingsConfig	Project feature group type mappings.
ConstraintConfig	Constraint configuration.
ProjectFeatureGroupConfig	An abstract class for project feature group configuration.
ConstraintProjectFeatureGroupConfig	Constraint project feature group configuration.
ReviewModeProjectFeatureGroupConfig	Review mode project feature group configuration.
_ProjectFeatureGroupConfigFactory	Helper class that provides a standard way to create an ABC using

Module Contents

class abacusai.api_class.project.FeatureMappingConfig

Bases: abacusai.api_class.abstract.ApiClass

Feature mapping configuration for a feature group type.

Parameters:

• feature_name (str) – The name of the feature in the feature group.

• feature_mapping (str) – The desired feature mapping for the feature.

• nested_feature_name (str) – The name of the nested feature in the feature group.

feature_name: str

feature_mapping: str

nested_feature_name: str

class abacusai.api_class.project.ProjectFeatureGroupTypeMappingsConfig

Bases: abacusai.api_class.abstract.ApiClass

Project feature group type mappings.

Parameters:

• feature_group_id (str) – The unique identifier for the feature group.

• feature_group_type (str) – The feature group type.

• feature_mappings (List[FeatureMappingConfig]) – The feature mappings for the feature group.

feature_group_id: str

feature_group_type: str

feature_mappings: List[FeatureMappingConfig]

classmethod from_dict(input_dict)

Parameters:

input_dict (dict)

class abacusai.api_class.project.ConstraintConfig

Bases: abacusai.api_class.abstract.ApiClass

Constraint configuration.

Parameters:

• constant (float) – The constant value for the constraint.

• operator (str) – The operator for the constraint. Could be ‘EQ’, ‘LE’, ‘GE’

• enforcement (str) – The enforcement for the constraint. Could be ‘HARD’ or ‘SOFT’. Default is ‘HARD’

• code (str) – The code for the constraint.

• penalty (float) – The penalty for violating the constraint.

constant: float

operator: str

enforcement: str | None

code: str | None

penalty: float | None

class abacusai.api_class.project.ProjectFeatureGroupConfig

Bases: abacusai.api_class.abstract.ApiClass

An abstract class for project feature group configuration.

type: abacusai.api_class.enums.ProjectConfigType

classmethod _get_builder()

class abacusai.api_class.project.ConstraintProjectFeatureGroupConfig

Bases: ProjectFeatureGroupConfig

Constraint project feature group configuration.

Parameters:

constraints (List[ConstraintConfig]) – The constraint for the feature group. Should be a list of one ConstraintConfig.

constraints: List[ConstraintConfig]

__post_init__()

class abacusai.api_class.project.ReviewModeProjectFeatureGroupConfig

Bases: ProjectFeatureGroupConfig

Review mode project feature group configuration.

Parameters:

is_review_mode (bool) – The review mode for the feature group.

is_review_mode: bool

__post_init__()

class abacusai.api_class.project._ProjectFeatureGroupConfigFactory

Bases: abacusai.api_class.abstract._ApiClassFactory

Helper class that provides a standard way to create an ABC using inheritance.

config_abstract_class

config_class_key = 'type'

config_class_map