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How to use equal_list method in lisa

Best Python code snippet using lisa_python

domain_classify.py

Source:domain_classify.py

1# -*- coding: utf-8 -*-23import os4import re5import scws6import sys7import csv8import opencc9from global_utils_do import *1011sys.path.append('../../trans')12from trans import trans, traditional2simplified1314# cc = opencc.OpenCC('t2s', opencc_path='/usr/bin/opencc')15s = load_scws()1617def classify_by_biostring(bio_string):#æ ¹æ®ç¨æ·bio_stringåå1819    # bio_string_s = cc.convert(bio_string.decode('utf-8'))20    bio_string_s = bio_string.decode('utf-8')21    2223    kwdlist = bio_string_s.encode('utf-8')#cut(s, bio_string_s.encode('utf-8'))24    lawyerw_weight = sum([1 for keyword in lawyerw if keyword in kwdlist]) # å¾å¸25    adminw_weight = sum([1 for keyword in adminw if keyword in kwdlist]) # ç»ç»26    mediaw_weight = sum([1 for keyword in mediaw if keyword in kwdlist]) # åªä½27    businessw_weight = sum([1 for keyword in businessw if keyword in kwdlist]) # åä¸äººå£«28    govw_weight = sum([1 for keyword in govw if keyword in kwdlist]) # æ¿åºå®å29    mediaworkerw_weight = sum([1 for keyword in mediaworkerw if keyword in kwdlist]) # åªä½äººå£«30    universityw_weight = sum([1 for keyword in universityw if keyword in kwdlist]) # é«æ ¡3132    max_weight = 033    label = 'other'34    #equal_list = []35    36    if max_weight < businessw_weight:37        max_weight = businessw_weight38        label = 'business'39##        equal_list = ['business']40##    else:41##        pass4243    if max_weight < adminw_weight:44        max_weight = adminw_weight45        label = 'admin'46##        equal_list = ['admin']47##    elif max_weight == adminw_weight:#å¦æç¸ç48##        equal_list.append('admin')49##    else:50##        pass5152    if max_weight < mediaw_weight:53        max_weight = mediaw_weight54        label = 'media'55##        equal_list = ['media']56##    elif max_weight == mediaw_weight:#å¦æç¸ç57##        equal_list.append('media')58##    else:59##        pass6061    if max_weight < lawyerw_weight:62        max_weight = lawyerw_weight63        label = 'lawyer'64##        equal_list = ['lawyer']65##    elif max_weight == lawyerw_weight:#å¦æç¸ç66##        equal_list.append('lawyer')67##    else:68##        pass6970    if max_weight < govw_weight:71        max_weight = govw_weight72        gov = 'politician'73##        equal_list = ['politician']74##    elif max_weight == govw_weight:#å¦æç¸ç75##        equal_list.append('politician')76##    else:77##        pass7879    if max_weight < mediaworkerw_weight:80        max_weight = mediaworkerw_weight81        label = 'mediaworker'82##        equal_list = ['mediaworker']83##    elif max_weight == mediaworkerw_weight:#å¦æç¸ç84##        equal_list.append('mediaworker')85##    else:86##        pass8788    if max_weight < universityw_weight:89        max_weight = universityw_weight90        label = 'university'91##        equal_list = ['university']92##    elif max_weight == universityw_weight:#å¦æç¸ç93##        equal_list.append('university')94##    else:95##        pass9697##    if len(equal_list) > 2:98##        label = 'other'99##    elif len(equal_list) == 2:100##        l1 = equal_list[0]101##        l2 = equal_list[1]102##        if DICT_LENGTH[l1] > DICT_LENGTH[l2]:103##            label = l2104##        elif DICT_LENGTH[l1] < DICT_LENGTH[l2]:105##            label = l1106##        else:107##            pass108##    else:109##        pass110111    return label112113def classify_inner_outer(location):114115    # bio_string_s = traditional2simplified(location.decode('utf-8'))116    bio_string_s = location.decode('utf-8')117    new_location = bio_string_s.encode('utf-8')118    flag = 0119    for city in inner_city:120        if city in new_location:121            flag = 1122            break123124    return flag125126def domain_main(user_data):#twitterç¨æ·èº«ä»½åç±»ä¸»å½æ°127    '''128        è¾å¥æ°æ®ï¼129        user_dataç¨æ·æ°æ®åå¸ï¼{'uid':{'description':description,'username':username,'location':location,'number_of_text':number of text}...}130        description:twitterç¨æ·èæ¯ä¿¡æ¯ä¸çdescriptionãæ³¨æï¼æé¨ååå®¹æ¯è±æï¼éè¦è½¬æ¢æä¸æ131        username:twitterç¨æ·èæ¯ä¿¡æ¯ä¸çusername132        location:twitterç¨æ·èæ¯ä¿¡æ¯ä¸çlocationãæ³¨æï¼æé¨ååå®¹æ¯è±æï¼éè¦è½¬æ¢æä¸æ133        number_of_text:ç¨æ·æè¿7å¤©åå¸æ°é134135        è¾åºæ°æ®ï¼136        user_labelç¨æ·èº«ä»½åå¸:{'uid':label,'uid':label...}137    '''138    if len(user_data) == 0:139        return {}140141    user_label = dict()142    for k,v in user_data.iteritems():143        label = 'other'144        try:145            description = v['description']146        except KeyError:147            description = ''148        try:149            username = v['username']150        except KeyError:151            username = ''152        try:153            location = v['location']154        except KeyError:155            location = ''            156        try:157            number_of_text = v['number_of_text']158        except KeyError:159            number_of_text = 0160        161        bio_string = username + '_' + description162        #æ ¹æ®bio_stringåå163        if len(bio_string) > 1:164            label = classify_by_biostring(bio_string)165166        if label == 'admin':#ç»ç»167            if location:168                flag = classify_inner_outer(location)169                if flag == 1:#å¢å170                    label = 'inner_admin'171                else:172                    label = 'outer_admin'173            else:174                label = 'admin'175        elif label == 'media':#åªä½176            if location:177                flag = classify_inner_outer(location)178                if flag == 1:#å¢å179                    label = 'inner_media'180                else:181                    label = 'outer_media'182            else:183                label = 'media'184        else:185            pass186        187        if label != 'other':188            user_label[k] = label189            continue190191        #æ ¹æ®åå¸æ°éå¤å®192        if number_of_text >= ACTIVE_COUNT:193            label = 'active'194        user_label[k] = label195196    return user_label197      
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