module pipeline.utils_pipeline

Pipeline Utils.

This module contains utility functions for the Pipeline Module. In particular, this module contains functionality to validate provided attributes, update the console progress bar and print a final summary of the evaluation run.

Copyright (C) 2022 Johannes Haug.

function validate_pipeline_attrs

validate_pipeline_attrs(pipeline: 'BasePipeline')

Validates the input parameters and attributes of a pipeline obect.

Args:

  • pipeline: Pipeline object.

Raises:

  • AttributeError: If a crucial parameter to run the pipeline is missing or is invalid.

function update_progress_bar

update_progress_bar(pipeline: 'BasePipeline')

Updates the progress bar in the console after one training iteration.

Args:

  • pipeline: Pipeline object.

function print_evaluation_summary

print_evaluation_summary(pipeline: 'BasePipeline')

Prints a summary of the given pipeline evaluation to the console.

Args:

  • pipeline: Pipeline object.

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