# Copyright 2001 Brad Chapman. All rights reserved. # # This file is part of the Biopython distribution and governed by your # choice of the "Biopython License Agreement" or the "BSD 3-Clause License". # Please see the LICENSE file that should have been included as part of this # package. """Generic functions which are useful for working with HMMs. This just collects general functions which you might like to use in dealing with HMMs. """ from __future__ import print_function def pretty_print_prediction( emissions, real_state, predicted_state, emission_title="Emissions", real_title="Real State", predicted_title="Predicted State", line_width=75, ): """Print out a state sequence prediction in a nice manner. Arguments: - emissions -- The sequence of emissions of the sequence you are dealing with. - real_state -- The actual state path that generated the emissions. - predicted_state -- A state path predicted by some kind of HMM model. """ # calculate the length of the titles and sequences title_length = max(len(emission_title), len(real_title), len(predicted_title)) + 1 seq_length = line_width - title_length # set up the titles so they'll print right emission_title = emission_title.ljust(title_length) real_title = real_title.ljust(title_length) predicted_title = predicted_title.ljust(title_length) cur_position = 0 # while we still have more than seq_length characters to print while True: if (cur_position + seq_length) < len(emissions): extension = seq_length else: extension = len(emissions) - cur_position print( "%s%s" % (emission_title, emissions[cur_position : cur_position + seq_length]) ) print( "%s%s" % (real_title, real_state[cur_position : cur_position + seq_length]) ) print( "%s%s\n" % ( predicted_title, predicted_state[cur_position : cur_position + seq_length], ) ) if len(emissions) < (cur_position + seq_length): break cur_position += seq_length