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Eval utils

This file is part of the TPOT library.

The current version of TPOT was developed at Cedars-Sinai by: - Pedro Henrique Ribeiro (https://github.com/perib, https://www.linkedin.com/in/pedro-ribeiro/) - Anil Saini (anil.saini@cshs.org) - Jose Hernandez (jgh9094@gmail.com) - Jay Moran (jay.moran@cshs.org) - Nicholas Matsumoto (nicholas.matsumoto@cshs.org) - Hyunjun Choi (hyunjun.choi@cshs.org) - Miguel E. Hernandez (miguel.e.hernandez@cshs.org) - Jason Moore (moorejh28@gmail.com)

The original version of TPOT was primarily developed at the University of Pennsylvania by: - Randal S. Olson (rso@randalolson.com) - Weixuan Fu (weixuanf@upenn.edu) - Daniel Angell (dpa34@drexel.edu) - Jason Moore (moorejh28@gmail.com) - and many more generous open-source contributors

TPOT is free software: you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

TPOT is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details.

You should have received a copy of the GNU Lesser General Public License along with TPOT. If not, see http://www.gnu.org/licenses/.

process_scores(scores, n)

Purpose: This function processes a list of scores to ensure that each score list has the same length, n. If a score list is shorter than n, the function fills the list with either "TIMEOUT" or "INVALID" values.

Parameters:

scores: A list of score lists. Each score list represents a set of scores for a particular player or team. The score lists may have different lengths.
n: An integer representing the desired length for each score list.

Returns:

The scores list, after processing.
Source code in tpot2/utils/eval_utils.py 
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def process_scores(scores, n):
    '''
    Purpose: This function processes a list of scores to ensure that each score list has the same length, n. If a score list is shorter than n, the function fills the list with either "TIMEOUT" or "INVALID" values.

    Parameters:

        scores: A list of score lists. Each score list represents a set of scores for a particular player or team. The score lists may have different lengths.
        n: An integer representing the desired length for each score list.

    Returns:

        The scores list, after processing.

    '''
    for i in range(len(scores)):
        if len(scores[i]) < n:
            if "TIMEOUT" in scores[i]:
                scores[i] = ["TIMEOUT" for j in range(n)]
            else:
                scores[i] = ["INVALID" for j in range(n)]
    return scores