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  • 排序 顺序提取 特征的顺序 序列化数据 残缺序列的补全

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    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|kw1|kw2|topic1|topic2|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest5|kw1|kw2|topic1|topic2|ct|os|carrier
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    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|ct|os|carrier
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    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|kw1|topic1|ct|os|carrier
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    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest4|interest5|kw3|topic1|topic3|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest3|interest4|interest5|kw1|kw2|topic1|topic2|topic3|appIdInstall|appIdAction|ct|os|carrier|house
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest2|interest4|kw1|kw2|kw3|topic1|topic2|topic3|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest3|interest5|kw2|topic2|topic3|appIdInstall|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest2|interest3|interest4|interest5|kw1|kw2|kw3|topic1|topic2|topic3|appIdInstall|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|kw1|kw3|topic1|topic3|appIdInstall|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest2|interest3|interest5|kw1|kw2|kw3|topic1|topic3|appIdInstall|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest5|kw2|kw3|topic2|topic3|appIdAction|ct|os|carrier|house
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|interest4|interest5|kw1|kw3|topic1|topic2|topic3|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|kw1|kw2|topic1|topic2|appIdAction|ct|os|carrier|house
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|interest4|kw1|kw2|topic1|topic2|topic3|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest4|kw1|kw2|topic1|topic2|topic3|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|interest4|kw1|kw2|topic1|topic2|appIdInstall|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|interest5|kw1|topic1|topic3|ct|os|carrier|house
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|kw1|kw2|topic1|topic2|topic3|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest4|interest5|kw2|topic1|topic2|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest4|interest5|kw1|kw2|kw3|topic1|topic2|topic3|appIdInstall|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest4|interest5|kw1|kw2|kw3|topic1|topic2|topic3|appIdAction|ct|os|carrier|house
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest4|interest5|kw2|topic1|topic2|ct|os|carrier|house
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|interest4|interest5|kw1|kw2|kw3|topic1|topic3|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|interest3|interest4|kw1|kw2|kw3|topic1|topic2|topic3|appIdInstall|ct|os|carrier|house
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest3|topic3|appIdInstall|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|interest3|kw1|kw3|topic1|topic2|topic3|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest2|interest3|interest5|kw3|topic3|appIdInstall|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest2|interest3|interest4|kw3|topic3|appIdInstall|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest3|kw1|kw3|topic1|topic2|topic3|appIdInstall|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|kw2|kw3|topic1|topic2|topic3|ct|os|carrier|house
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|interest5|kw1|kw2|kw3|topic1|topic3|appIdAction|ct|os|carrier|house
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|kw2|topic1|topic2|ct|os|carrier|house
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest3|interest4|interest5|kw1|kw2|kw3|topic1|topic2|topic3|appIdInstall|appIdAction|ct|os|carrier|house
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|topic3|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest2|interest3|interest4|kw2|kw3|topic1|topic2|topic3|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest4|kw1|kw3|topic1|topic3|appIdInstall|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest2|interest4|kw1|kw2|kw3|topic1|topic2|topic3|appIdInstall|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest3|kw2|kw3|topic1|topic2|topic3|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest2|interest4|kw2|kw3|topic1|topic2|topic3|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|kw3|appIdInstall|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|interest4|interest5|kw1|topic1|appIdAction|ct|os|carrier|house
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest3|kw3|topic3|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest4|interest5|kw2|kw3|topic2|topic3|appIdInstall|ct|os|carrier|house
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest4|interest5|kw1|topic1|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest3|interest5|kw3|topic1|topic3|appIdInstall|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|kw2|kw3|topic1|topic2|topic3|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest5|kw1|kw3|topic1|topic2|topic3|appIdInstall|ct|os|carrier|house
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest4|appIdInstall|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|kw1|kw2|topic1|topic2|appIdInstall|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest4|kw1|kw2|topic1|topic3|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|interest3|kw2|kw3|topic1|topic3|appIdInstall|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|interest3|kw3|topic1|topic2|topic3|appIdInstall|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|interest3|kw3|topic1|topic3|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|kw1|kw2|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest2|interest5|kw1|kw2|topic1|topic2|topic3|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest4|interest5|kw1|kw2|topic1|topic2|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|interest3|interest5|kw1|kw3|topic1|topic3|appIdAction|ct|os|carrier|house
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest5|kw3|topic3|appIdInstall|ct|os|carrier|house
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest4|kw3|topic3|appIdInstall|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|interest5|kw2|topic2|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest2|interest5|kw2|topic1|topic2|appIdInstall|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest3|interest4|interest5|kw1|kw2|kw3|topic1|topic2|topic3|ct|os|carrier|house
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|interest4|kw1|kw2|kw3|topic1|topic2|topic3|appIdAction|ct|os|carrier|house
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|interest4|interest5|kw1|kw3|topic1|topic2|topic3|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest2|interest3|interest4|interest5|kw2|kw3|topic3|appIdInstall|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest5|kw2|topic2|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|interest5|kw1|kw3|topic1|topic3|appIdInstall|ct|os|carrier|house
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest4|interest5|kw1|kw2|topic1|appIdAction|ct|os|carrier|house
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|interest4|interest5|kw2|topic1|topic2|ct|os|carrier|house
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest3|interest4|interest5|kw2|kw3|topic1|topic2|topic3|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest4|kw2|kw3|topic1|topic2|topic3|appIdInstall|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest3|interest4|interest5|kw1|kw3|topic1|topic3|appIdInstall|ct|os|carrier|house
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest4|interest5|kw2|topic1|topic2|topic3|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest3|interest4|interest5|kw2|kw3|topic3|appIdInstall|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|kw1|kw2|topic1|topic3|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|interest4|kw1|topic1|topic2|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|interest4|interest5|kw2|topic1|topic2|topic3|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|kw2|topic1|topic2|topic3|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|interest3|interest4|interest5|kw1|kw2|kw3|topic1|topic3|ct|os|carrier|house
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|topic2|topic3|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|kw2|topic1|topic2|appIdInstall|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|interest1|interest2|interest3|interest4|interest5|kw1|kw2|kw3|topic1|topic2|topic3|appIdInstall|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest4|interest5|kw1|kw2|topic1|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest2|interest4|interest5|kw2|topic2|topic3|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|interest3|interest4|kw1|kw3|topic1|topic2|topic3|appIdInstall|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest5|kw1|kw2|topic2|ct|os|carrier|house
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest2|kw2|kw3|topic1|topic3|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest3|interest4|interest5|kw1|kw2|topic1|topic2|topic3|appIdInstall|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest5|kw2|topic2|topic3|ct|os|carrier|house
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest3|interest5|kw2|topic2|topic3|ct|os|carrier|house
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest5|kw1|kw2|topic1|topic3|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|interest5|kw1|kw2|topic1|topic2|topic3|appIdAction|ct|os|carrier|house
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|kw2|topic1|topic2|appIdInstall|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest2|interest4|interest5|kw2|kw3|topic2|topic3|appIdInstall|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest4|interest5|kw1|kw2|kw3|topic1|topic3|appIdAction|ct|os|carrier|house
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest2|interest5|kw2|topic2|appIdInstall|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|interest5|kw1|kw2|topic1|topic3|appIdInstall|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest2|kw1|kw2|kw3|topic1|topic2|topic3|appIdInstall|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest4|interest5|kw1|kw2|kw3|topic1|topic3|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest2|interest4|kw2|kw3|topic2|topic3|appIdInstall|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest4|interest5|kw3|topic3|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|interest3|interest4|kw1|kw2|topic1|topic2|topic3|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest5|kw2|topic1|topic2|appIdInstall|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest5|kw3|topic1|topic2|topic3|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest4|interest5|kw1|kw2|kw3|topic1|topic3|appIdInstall|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest2|kw2|appIdInstall|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|interest3|interest4|kw1|kw3|topic1|topic3|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest3|kw2|kw3|topic1|topic2|topic3|appIdInstall|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest5|kw2|topic2|topic3|appIdInstall|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|interest3|interest4|kw1|kw3|topic1|topic3|appIdInstall|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest3|interest5|kw1|kw3|topic1|topic2|topic3|appIdInstall|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|kw1|kw3|topic1|topic3|appIdInstall|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest2|kw2|topic2|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|kw2|kw3|topic1|topic3|appIdInstall|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest2|interest5|kw3|topic3|appIdInstall|appIdAction|ct|os|carrier
    uid|age|gender|marriageStatus|education|consumptionAbility|LBS|interest1|interest4|kw1|kw2|topic1|topic2|appIdInstall|ct|os|carrier
    

      

    f = 'toknowitKeyOrder.txt'
    ori_l, res_l = [], []
    with open(f, 'r') as fr:
        for i in fr:
            ori_l.append(i.replace('
    ', '').split('|'))
    
    # 顺序的合并
    # 肉眼处理---》翻译成代码语言
    # 大脑---建模---代码
    
    # 加法思维  新进入元素的位置  全部的新元素 进入序列 则算法结束  因为每一次插入都是相对位置正确的
    # 每次动作--2个字动作:0-插入到哪里;1-是否全部元素已经插入完毕;
    
    # 只需关注左右手
    
    
    
    tmp_d = {}
    
    for l in ori_l:
        for e in l:
            if e not in tmp_d:
                tmp_d[e] = []
            tmp_d[e] += l[l.index(e) + 1:]
            tmp_d[e] = list(set(tmp_d[e]))
    
    tmp_d = sorted(tmp_d, key=lambda e: len(tmp_d[e]), reverse=True)
    
    res_l = [k for k in tmp_d]
    print(res_l)
    

      

    with open(res_f_k_order, 'r') as fr:
        ori_feature_l = [i.replace('
    ', '').split('|') for i in fr]
    feature_after_e_d = {}
    for l in ori_feature_l:
        for e in l:
            if e not in feature_after_e_d:
                feature_after_e_d[e] = []
            feature_after_e_d[e] += l[l.index(e) + 1:]
            feature_after_e_d[e] = list(set(feature_after_e_d[e]))
    
    feature_l = [k for k in sorted(feature_after_e_d, key=lambda e: len(feature_after_e_d[e]), reverse=True)]
    print(feature_l)
    

      

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  • 原文地址:https://www.cnblogs.com/rsapaper/p/9061026.html
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