#coding:utf8

import fool
import numpy as np
from keras.layers.wrappers import TimeDistributed

a = ["广东省南方电网集团有限责任公司陕西分公司","广东南网","南网"]

print(set(a))

class EntityLink():
    
    def __init__(self):
        companyUnitList = ["有限公司","公司","有限责任公司","有限","责任","集团","分公司"]
        posUnitList = ["ns"]
        self.companyUnit = set(companyUnitList)
        self.posUnit = set(posUnitList)

    def removeUnit(self,list):
        print(np.shape(list))
        assert np.shape(list)[0]==2
        result = []
        for i in range(2):
            l_item = []
            for item in list[i]:
                if item[0] not in self.companyUnit:
                    if item[1] not in self.posUnit:
                        l_item.append(item[0])
            result.append(l_item)
        return result
    
    def getCompability(self,list):
        list = self.removeUnit(list)
        set1 = set("".join(list[0]))
        set2 = set("".join(list[1]))
        print(list)
        print(set1)
        print(set2)
        common = set1&set2
        compability = []
        compability.append(len(common)/len(set1))
        compability.append(len(common)/len(set2))
        return max(compability)
    
el = EntityLink()

pos = fool.pos_cut(a)


print(el.getCompability(fool.pos_cut(a)))