api.featurization package

Subpackages

api.featurization.library_injection package

Submodules

api.featurization.interface module

class api.featurization.interface.FeaturesExtractorPipeline(extractor, sample, config)[source]

Bases: object

Class implementing the features extractor pipeline interface

extract(pipeline)[source]

Extracts the features from the features extraction pipeline.

Parameters: pipeline (api.interfaces.inputs.FeaturesPipeline) – pipeline with the feature names and kwargs
Returns: extracted features and feature labels
Return type: dict

Module contents

exception api.featurization.FeaturesExtractionLibraryInjectionTypeNotDefinedException[source]: Bases: Exception

exception api.featurization.FeaturesExtractionLibraryInjectionTypeNotSupportedException[source]: Bases: Exception

exception api.featurization.FeaturesExtractionLibraryLocalInjectionException[source]: Bases: Exception

exception api.featurization.FeaturesExtractionPipInjectionException[source]: Bases: Exception

exception api.featurization.FeaturesExtractionPipInstallationException[source]: Bases: Exception

api.featurization.configure_features_extraction_library_injection()[source]: Configures the API features extraction library injection

api.featurization.install_features_extraction_library(library_name)[source]: Installs the features extraction library (if pip-installable)