FeaturizationRunConstants Class

  • Reference

Constants relevant to the generation of the featurization run, along with default paths for artifacts to be transferred from the setup run.

Inheritance
builtins.object
FeaturizationRunConstants

Constructor

FeaturizationRunConstants()

Attributes

CACHED 

CACHED = 'is_cached'

CONFIG_PATH 

CONFIG_PATH = 'feature_config.pkl'

CONFIG_PROP 

CONFIG_PROP = 'ChosenFeaturizersPath'

FEATURIZATION_JSON_PATH 

FEATURIZATION_JSON_PATH = 'featurizer_container.json'

FEATURIZATION_JSON_PROP 

FEATURIZATION_JSON_PROP = 'FeaturizationRunJsonPath'

FEATURIZERS_KEY 

FEATURIZERS_KEY = 'featurizers'

FEATURIZER_CACHE_PREFIX 

FEATURIZER_CACHE_PREFIX = 'Featurizer_'

INDEX_KEY 

INDEX_KEY = 'index'

IS_DISTRIBUTABLE 

IS_DISTRIBUTABLE = 'is_distributable'

IS_SEPARABLE 

IS_SEPARABLE = 'is_separable'

NAMES_PATH 

NAMES_PATH = 'feature_names.pkl'

NAMES_PROP 

NAMES_PROP = 'EngineeredNamesPath'

TRANSFORMERS_KEY 

TRANSFORMERS_KEY = 'transformers'