mlp/analyse_GUI.py at master · koolok/mlp · GitHub

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#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Tue Dec 19 13:32:28 2017

@author: koolok
"""

from multiprocessing import Pool
#from distanceC import distance_multi_GUI
from editdistancemulti import edidistance_multi_compress_GUI

def analyse_multi(word,base,label,k=1) :
    if len(base) == 0 :
        return -1
    if len(base) == 1 :
        return label[0]

    pool = Pool()

    all_distance = pool.starmap_async(edidistance_multi_compress_GUI, zip(base,[word]*len(base),label)).get()

    pool.close()

#    all_distance = dict(zip(label, all_distance))
#
#    all_distance = sorted(label, key=all_distance.__getitem__)

    all_distance = sorted(all_distance, key=lambda tup: tup[1])

    votes = [0]*10

    Nearest = []
    for i in range(k):
        votes[all_distance[i][0]] +=1
        Nearest.append(all_distance[i][2])

    if max(votes) == 1 :
        return word, all_distance[0][0], Nearest
    return word, votes.index(max(votes)), Nearest