preprocessor package

Subpackages

• preprocessor.data_trimmer package
  • Submodules
  • preprocessor.data_trimmer.data_trimmer module
  • Module contents
• preprocessor.feature_selector package
  • Submodules
  • preprocessor.feature_selector.feature_selector module
  • Module contents
• preprocessor.sliding_window package
  • Submodules
  • preprocessor.sliding_window.sliding_window module
  • Module contents
• preprocessor.standardizer package
  • Submodules
  • preprocessor.standardizer.standardizer module
  • Module contents

Submodules

preprocessor.conftest module

preprocessor.preprocessor module

This File contains the Preprocessor class, it is the base class for DataTrimmer, FeatureSelector, Standardizer and SlidingWindow classes.

class preprocessor.preprocessor.Preprocessor(conf)

Bases: preprocessor.preprocessor_base.PreprocessorBase

Base class for DataTrimmer, FeatureSelector, Standardizer, SlidingWindow.

assign_arguments(pargs)

core()

Core preprocessor task after starting the instance with the main method. To be overriden by child classes depending on their preprocessor task.

main(args)

Starts an instance. Main entry point allowing external calls.

Starts logging, parse command line arguments and start core.

Args: args ([str]): command line parameter list

parse_args(args)

Parse command line parameters, to be overriden by child classes depending on their command line parameters if they are console scripts.

Args: args ([str]): command line parameters as list of strings

Returns: argparse.Namespace: command line parameters namespace

parse_cmd(parser)

store()

Save preprocessed data and the configuration of the preprocessor.

preprocessor.preprocessor_base module

This File contains the Preprocessor class, it is the base class for DataTrimmer, FeatureSelector, Standardizer, SlidingWindow.

class preprocessor.preprocessor_base.PreprocessorBase(conf)

Bases: object

Base class for Preprocessor.

input_file = None

Path of the input dataset

load_ds()

Save preprocessed data and the configuration of the preprocessor.

output_file = None

Path of the output dataset

setup_logging(loglevel)

Setup basic logging.

Args: loglevel (int): minimum loglevel for emitting messages

Module contents