大数据之路【第十五篇】:数据挖掘--推荐算法

import web
import sys

reload(sys)
sys.setdefaultencoding(\'utf-8\')

sys.path.append("./jieba/")

import jieba
import jieba.posseg
import jieba.analyse

urls = (
    \'/\', \'index\',
    \'/test\', \'test\',
)

app = web.application(urls, globals())


rec_map = {}
with open(\'inverted.data\', \'r\') as fd:
    for line in fd:
    ss = line.strip().split(\'\t\')
    if len(ss) != 2:
        continue
    token = ss[0].strip().encode(\'utf8\')
    music_rec_list_str = ss[1].strip()

    for music_score in music_rec_list_str.split(\'\'):
        name, score = music_score.strip().split(\'\')
        if token not in rec_map:
        rec_map[token] = []
        rec_map[token].append((name, round(float(score), 2)))


print len(rec_map)

class index:
    def GET(self):
    params = web.input()
    content = params.get(\'content\', \'\')
    print \'content: \', content

    # for k, v in rec_map.items():
    #     if content == k:
    #         print k
    #         print v
    #         print \'====\'

    # if content not in rec_map.keys():
    #     return \'no found!\'
    # else:
    #     tmp_list = []
    #     for tup in rec_map[content.encode(\'utf8\')]:
    #         name, score = tup 
    #     print name
    #     tmp_list.append(name)
    #     return \'\n\'.join(tmp_list)

    seg_list = jieba.cut(content, cut_all=False)

    result_map = {}
    for seg in seg_list:
        print \'seg: \', seg
        if seg in rec_map.keys():
        print \'1111111111\'
        for name_score in rec_map[seg.encode(\'utf8\')]:    
            tmp_name, score = name_score
            name = tmp_name.encode(\'utf8\')    
            if name not in result_map:
            print \'22222222\'
            result_map[name] = score
            else:
            print \'3333333\'
                old_score = result_map[name]
            new_score = old_score + score
            result_map[name] = new_score

    rec_list = []
    for k, v in result_map.items():
        rec_list.append(\'\t\'.join([k, str(v)]))

    return "\r\n".join(rec_list)

class test:
    def GET(self):
    print web.input()
    return \'222\'

if __name__ == "__main__":
    app.run()

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