e79449afe45f4da6f1756a7d92bdd3cd6618c638,qanta/buzzer/util.py,,process_question,#Any#Any#Any#,86

Before Change

    q_group = sorted(q_group.items(), key=lambda x: x[0])
    word_positions, guesses = list(map(list, zip(*q_group)))
    // each entry is a list of (guess, logit, prob) sorted by logit
    labels = np.array([int(g[0][0] == answer) for g in guesses], dtype=np.int32)
    vectors = vector_converter(guesses)
    return qid, vectors, labels, word_positions

After Change

    // each entry is a list of (guess, logit, prob) sorted by logit
    // labels = np.array([int(g[0][0] == answer) for g in guesses], dtype=np.int32)
    // vectors = vector_converter(guesses)
    q_rows = q_rows.groupby("char_index")
    q_rows = q_rows.apply(lambda x: x.sort_values("score"))
    return qid, vectors, labels, word_positions


def read_data(

Instances