├── .gitignore ├── README.md ├── component ├── __init__.py ├── bayes_sort.py ├── extract_tag.py ├── run_classify.sh ├── run_extract_tag.sh ├── run_train.sh ├── similarity_pair_push.py ├── similarity_queue_process.py └── stopwords.txt ├── conf ├── mongo_rsa.conf ├── mongo_rsb.conf ├── mongo_rsc.conf └── setting.js ├── data_spider ├── data_spider │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── common.cpython-36.pyc │ │ ├── items.cpython-36.pyc │ │ ├── pipelines.cpython-36.pyc │ │ └── settings.cpython-36.pyc │ ├── common.py │ ├── items.py │ ├── middlewares.py │ ├── pipelines.py │ ├── scripts │ │ ├── ImageUrl_Process.py │ │ └── __init__.py │ ├── settings.py │ └── spiders │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ └── toutiao.cpython-36.pyc │ │ └── toutiao.py ├── run_scrapy.sh ├── scrapy.cfg ├── tmp_imageurl └── tmp_imageurl.txt ├── mongo └── load_mongo.sh └── nohup.out /.gitignore: -------------------------------------------------------------------------------- 1 | .idea 2 | *log* 3 | .DS_Store 4 | *.pyc 5 | */html/ 6 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # ArticalRecommand 2 | -------------------------------------------------------------------------------- /component/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tshua/ArticalRecommand/41448955b14abb97ccf863083202cdc87d96bc4a/component/__init__.py -------------------------------------------------------------------------------- /component/bayes_sort.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/python 2 | # Filename: bayes_sort.py 3 | # _*_ coding:utf-8 _*_ 4 | 5 | from numpy import * 6 | import re 7 | import random 8 | import pymongo 9 | from bson import ObjectId 10 | import jieba 11 | import sys 12 | 13 | def fetchArticalTrain(db): # 获取训练文章 14 | artical_tag = db.artical_tag.find_one({'catagore':{'$exists':True}, 'is_trained':{'$exists':False}}) 15 | if (not artical_tag): 16 | exit(1) 17 | artical = db.artical.find_one({'_id':ObjectId(artical_tag["a_id"])}) 18 | with open("../data_spider/html/" + artical['title_hash'] + ".html", "rb") as f: 19 | artical_content = f.read().decode("utf-8") 20 | artical_tag['is_trained'] = 1 21 | db.artical_tag.save(artical_tag) 22 | # print(artical_content) 23 | artical_content = removeLabel(artical_content) 24 | artical_content = jiebacut(artical_content) 25 | artical_content = removeStopWords(artical_content) 26 | return artical_content, artical_tag['catagore'] 27 | 28 | def fetchArticalClassify(db): # 获取待分类文章 29 | # artical_tag = db.artical_tag.find_one({'catagore':{'$exists':False}}) 30 | artical_tag = db.artical_tag.find_one({'catagore':{'$exists':True}, 'is_trained':{'$exists':False}}) 31 | if (not artical_tag): 32 | exit(1) 33 | artical = db.artical.find_one({'_id':ObjectId(artical_tag["a_id"])}) 34 | with open("../data_spider/html/" + artical['title_hash'] + ".html", "rb") as f: 35 | artical_content = f.read().decode("utf-8") 36 | artical_tag['is_trained'] = 1 # 标记完之后就不会拿它去分类了 37 | db.artical_tag.save(artical_tag) 38 | # print(artical_content) 39 | artical_content = removeLabel(artical_content) 40 | artical_content = jiebacut(artical_content) 41 | artical_content = removeStopWords(artical_content) 42 | return artical_content, artical_tag['catagore'] 43 | 44 | def removeLabel(content): # 去除标签 \ 空格 \ 换行 \ tab 45 | dr = re.compile(r'<[^>]+>',re.S) 46 | dd = dr.sub('', content) 47 | dd = dd.replace("\n",'').replace(' ','').replace("\t",'').replace(".","_") 48 | # print(dd) 49 | return dd 50 | 51 | def jiebacut(content): # 分词 52 | seg_list = jieba.cut(content,cut_all=False) 53 | tmp = [] 54 | for seg in seg_list: 55 | tmp.append(seg) 56 | seg_list = tmp 57 | # print("jieba cut result:", "/ ".join(seg_list)) 58 | return seg_list 59 | 60 | def removeStopWords(word_list): # 删除停词 61 | with open("stopwords.txt", "r") as f: 62 | for line in f: 63 | line = line.replace("\n", '') 64 | while(1): 65 | if (line in word_list): 66 | word_list.remove(line) 67 | # print("remove" + line) 68 | else: 69 | break 70 | # print("remove stop words result:", "/ ".join(word_list)) 71 | return word_list 72 | 73 | def trainBayes(word_list, cata_num, db): 74 | if (not db.bayes_words.find_one({'cata_num':-1})): 75 | db.bayes_words.insert({'cata_num':-1, 'total':0}) 76 | item = db.bayes_words.find_one({'cata_num':-1}) 77 | item['total'] += len(word_list) 78 | db.bayes_words.save(item) # 总词数 79 | 80 | item = db.bayes_words.find_one({'cata_num':cata_num}) 81 | if (not item): 82 | db.bayes_words.insert({'cata_num':cata_num, 'total':0}) 83 | item = db.bayes_words.find_one({'cata_num':cata_num}) 84 | # print(item['total']) 85 | # print(len(word_list)) 86 | item['total'] = item['total'] + len(word_list) 87 | for word in word_list: 88 | if (word in item): 89 | item[word] += 1 90 | else: 91 | item[word] = 1 92 | # print(item) 93 | db.bayes_words.save(item) 94 | 95 | def classify(word_list, db): 96 | total_num = db.bayes_words.find_one({'cata_num':-1})['total'] 97 | cata_total = {} 98 | for item in db.bayes_words.find({"cata_num":{"$gte":0}},{"total":1, "cata_num":1}): 99 | cata_total[item['cata_num']] = item['total'] 100 | 101 | catagores = [] 102 | for cata in db.catagore.find(): 103 | catagores.append(cata['num']) 104 | 105 | 106 | cata_probability = {} 107 | for word in word_list: 108 | # 计算这个词一共出现了多少次 109 | word_num = 0 110 | for cata in catagores: 111 | item = db.bayes_words.find_one({"cata_num":cata, word:{'$exists':True}},{word:1, "cata_num":1}) 112 | if (item): 113 | word_num += item[word] 114 | for cata in catagores: 115 | item = db.bayes_words.find_one({"cata_num":cata, word:{'$exists':True}},{word:1, "cata_num":1}) 116 | if (item): 117 | if (cata in cata_probability): 118 | cata_probability[cata] += (item[word]/cata_total[cata]) * (cata_total[cata]/total_num) / (word_num/total_num) 119 | else: 120 | cata_probability[cata] = (item[word]/cata_total[cata]) * (cata_total[cata]/total_num) / (word_num/total_num) 121 | 122 | print(cata_probability) 123 | max = cata_probability[0] 124 | res = 0 125 | for cata in cata_probability: 126 | if (max < cata_probability[cata]): 127 | max = cata_probability[cata] 128 | res = cata 129 | print(str(res) + "is the max catagore.") 130 | return res 131 | 132 | if __name__ == '__main__': 133 | client = pymongo.MongoClient(host='127.0.0.1', port=27017) 134 | db = client['ArticalRecommend'] 135 | if (sys.argv[1] == "train"): 136 | word_list,cata_num = fetchArticalTrain(db) 137 | trainBayes(word_list, cata_num, db) 138 | elif (sys.argv[1] == "classify"): 139 | word_list,cata_num = fetchArticalClassify(db) 140 | res = classify(word_list, db) 141 | if (res == cata_num): 142 | print("1111") 143 | else: 144 | print("2222") 145 | else: 146 | print("para error. train/classify") 147 | exit(0) 148 | -------------------------------------------------------------------------------- /component/extract_tag.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/python 2 | # Filename: bayes_sort.py 3 | 4 | import sys 5 | sys.path.append('../') 6 | 7 | import jieba 8 | import jieba.analyse 9 | from optparse import OptionParser 10 | from bson import ObjectId 11 | import pymongo 12 | import re 13 | 14 | 15 | def removeLabel(content): # 去除标签 \ 空格 \ 换行 \ tab 16 | dr = re.compile(r'<[^>]+>',re.S) 17 | dd = dr.sub('', content) 18 | dd = dd.replace("\n",'').replace(' ','').replace("\t",'').replace(".","_") 19 | # print(dd) 20 | return dd 21 | 22 | def jiebacut(content): # 分词 23 | seg_list = jieba.cut(content,cut_all=False) 24 | tmp = [] 25 | for seg in seg_list: 26 | tmp.append(seg) 27 | seg_list = tmp 28 | # print("jieba cut result:", "/ ".join(seg_list)) 29 | return seg_list 30 | 31 | def removeStopWords(word_list): # 删除停词 32 | with open("stopwords.txt", "r") as f: 33 | for line in f: 34 | line = line.replace("\n", '') 35 | while(1): 36 | if (line in word_list): 37 | word_list.remove(line) 38 | # print("remove" + line) 39 | else: 40 | break 41 | # print("remove stop words result:", "/ ".join(word_list)) 42 | return word_list 43 | 44 | topK = 5 # 找出5个关键字 45 | 46 | client = pymongo.MongoClient(host='127.0.0.1', port=27017) 47 | db = client['ArticalRecommend'] 48 | 49 | artical_tag = db.artical_tag.find_one({'tag':[]}) 50 | if (not artical_tag): 51 | print("There is no artical needs cal tags.") 52 | exit(1) 53 | artical = db.artical.find_one({"_id":ObjectId(artical_tag['a_id'])}) 54 | file_name = "../data_spider/html/" + artical['title_hash'] + ".html" 55 | content = open(file_name, 'rb').read().decode("utf-8") 56 | content = removeLabel(content) 57 | content = jiebacut(content) 58 | content = removeStopWords(content) 59 | content = "".join(content) 60 | 61 | tags = jieba.analyse.extract_tags(content, topK=topK) 62 | print(artical['title']) 63 | print(",".join(tags)) 64 | 65 | artical_tag['tag'] = tags 66 | db.artical_tag.save(artical_tag) 67 | exit(0) 68 | -------------------------------------------------------------------------------- /component/run_classify.sh: -------------------------------------------------------------------------------- 1 | #!/bin/bash 2 | 3 | # sh run_classify.sh > ../log/run_classify_log 2>&1 & 4 | 5 | while true 6 | do 7 | echo "----------------------------" 8 | python3 bayes_sort.py classify 9 | if [ $? -eq 1 ] 10 | then 11 | break 12 | fi 13 | sleep 1 14 | done 15 | 16 | echo "classify over" -------------------------------------------------------------------------------- /component/run_extract_tag.sh: -------------------------------------------------------------------------------- 1 | #!/bin/bash 2 | 3 | # sh run_extract_tag.sh > ../log/run_extract_tag_log 2>&1 & 4 | 5 | while true 6 | do 7 | echo "----------------------------" 8 | python3 extract_tag.py 9 | if [ $? -eq 1 ] 10 | then 11 | break 12 | fi 13 | sleep 1 14 | done 15 | 16 | echo "extract_tag over" -------------------------------------------------------------------------------- /component/run_train.sh: -------------------------------------------------------------------------------- 1 | #!/bin/bash 2 | 3 | # sh run_train.sh > ../log/run_train_log 2>&1 & 4 | 5 | while true 6 | do 7 | echo "----------------------------" 8 | python3 bayes_sort.py train 9 | if [ $? -eq 1 ] 10 | then 11 | break 12 | fi 13 | sleep 1 14 | done 15 | 16 | echo "train over" -------------------------------------------------------------------------------- /component/similarity_pair_push.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/python 2 | # Filename: similarity_pair_push.py 3 | # _*_ coding:utf-8 _*_ 4 | 5 | # 同一分类具有相同关键词两个文章的插入到相似度计算队列 6 | 7 | import pymongo 8 | 9 | client = pymongo.MongoClient(host='127.0.0.1', port=27017) 10 | db = client['ArticalRecommend'] 11 | 12 | artical_tag = db.artical_tag.find_one({'tag':{'$exists':True}, 'is_similar_processed':{'$exists':False}}) 13 | if (not artical_tag): 14 | print("there is no artical limit to process.") 15 | exit(1) 16 | 17 | artical_tag['is_similar_processed'] = 1 18 | db.artical_tag.save(artical_tag) 19 | 20 | articals = db.artical_tag.find({'tag':{'$in':artical_tag['tag']}, 'catagore':artical_tag['catagore'], 'a_id':{'$ne':artical_tag['a_id']}}) 21 | if (not articals): 22 | exit(0) 23 | 24 | for artical in articals: 25 | if (not db.similar_queue.find_one({'a_id1':artical_tag['a_id'], 'a_id2':artical['a_id']})) and \ 26 | (not db.similar_queue.find_one({'a_id2':artical_tag['a_id'], 'a_id1':artical['a_id']})): 27 | db.similar_queue.insert({'a_id1':artical_tag['a_id'], 'a_id2':artical['a_id']}) 28 | 29 | exit(0) -------------------------------------------------------------------------------- /component/similarity_queue_process.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/python 2 | # Filename: similarity_queue_process.py 3 | # _*_ coding:utf-8 _*_ 4 | 5 | # 利用余弦相似度算法计算文本相似度 6 | 7 | import pymongo 8 | from numpy import * 9 | import re 10 | import pymongo 11 | from bson import ObjectId 12 | import jieba 13 | 14 | def removeLabel(content): # 去除标签 \ 空格 \ 换行 \ tab 15 | dr = re.compile(r'<[^>]+>',re.S) 16 | dd = dr.sub('', content) 17 | dd = dd.replace("\n",'').replace(' ','').replace("\t",'').replace(".","_") 18 | # print(dd) 19 | return dd 20 | 21 | def jiebacut(content): # 分词 22 | seg_list = jieba.cut(content,cut_all=False) 23 | tmp = [] 24 | for seg in seg_list: 25 | tmp.append(seg) 26 | seg_list = tmp 27 | # print("jieba cut result:", "/ ".join(seg_list)) 28 | return seg_list 29 | 30 | def removeStopWords(word_list): # 删除停词 31 | with open("stopwords.txt", "r") as f: 32 | for line in f: 33 | line = line.replace("\n", '') 34 | while(1): 35 | if (line in word_list): 36 | word_list.remove(line) 37 | # print("remove" + line) 38 | else: 39 | break 40 | # print("remove stop words result:", "/ ".join(word_list)) 41 | return word_list 42 | 43 | 44 | def createVocabList(dataSet): # 创建词库 这里就是直接把所有词去重后，当作词库 45 | vocabSet = set([]) 46 | for document in dataSet: 47 | vocabSet = vocabSet | set(document) 48 | return list(vocabSet) 49 | 50 | 51 | def setOfWords2Vec(vocabList, inputSet): # 文本词向量。词库中每个词当作一个特征，文本中就该词，该词特征就是1，没有就是0 52 | returnVec = [0] * len(vocabList) 53 | for word in inputSet: 54 | if word in vocabList: 55 | returnVec[vocabList.index(word)] += 1 56 | else: 57 | print("the word: %s is not in my Vocabulary!" % word) 58 | return returnVec 59 | 60 | 61 | client = pymongo.MongoClient(host='127.0.0.1', port=27017) 62 | db = client['ArticalRecommend'] 63 | 64 | artical_pair = db.similar_queue.find_one({'is_processed':{'$exists':False}}) 65 | if (not artical_pair): 66 | print("there is no artical pair limit to process.") 67 | exit(1) 68 | 69 | artical_pair['is_processed'] = 1 70 | db.similar_queue.save(artical_pair) 71 | 72 | artical1 = db.artical.find_one({'_id':ObjectId(artical_pair['a_id1'])}) 73 | artical2 = db.artical.find_one({'_id':ObjectId(artical_pair['a_id2'])}) 74 | 75 | file_name = "../data_spider/html/" + artical1['title_hash'] + ".html" 76 | content1 = open(file_name, 'rb').read().decode("utf-8") 77 | content1 = removeLabel(content1) 78 | content1 = jiebacut(content1) 79 | content1 = removeStopWords(content1) 80 | 81 | file_name = "../data_spider/html/" + artical2['title_hash'] + ".html" 82 | content2 = open(file_name, 'rb').read().decode("utf-8") 83 | content2 = removeLabel(content2) 84 | content2 = jiebacut(content2) 85 | content2 = removeStopWords(content2) 86 | 87 | tmp = content1 88 | tmp.extend(content2) 89 | vocabList = createVocabList(tmp) 90 | 91 | vec1 = setOfWords2Vec(vocabList, content1) 92 | vec2 = setOfWords2Vec(vocabList, content2) 93 | 94 | result1 = 0.0 95 | result2 = 0.0 96 | result3 = 0.0 97 | for i in range(len(vec1)): 98 | result1 += vec1[i] * vec2[i] # sum(X*Y) 99 | result2 += vec1[i] ** 2 # sum(X*X) 100 | result3 += vec2[i] ** 2 # sum(Y*Y) 101 | cos_val = result1/((result2*result3)**0.5) 102 | 103 | print(str(cos_val)) 104 | 105 | if (cos_val > 0.5): # 夹角<30度 106 | artical_tag1 = db.artical_tag.find_one({'a_id':artical_pair['a_id1']}) 107 | artical_tag2 = db.artical_tag.find_one({'a_id':artical_pair['a_id2']}) 108 | 109 | if 'similar_aids' in artical1: 110 | artical_tag1['similar_aids'] = artical_tag1['similar_aids'].append(artical_pair['a_id2']) 111 | else: 112 | artical_tag1['similar_aids'] = [artical_pair['a_id2']] 113 | 114 | if 'similar_aids' in artical2: 115 | artical_tag2['similar_aids'] = artical_tag2['similar_aids'].append(artical_pair['a_id1']) 116 | else: 117 | artical_tag2['similar_aids'] = [artical_pair['a_id1']] 118 | 119 | exit(0) -------------------------------------------------------------------------------- /component/stopwords.txt: -------------------------------------------------------------------------------- 1 | ! 2 | " 3 | # 4 | $ 5 | % 6 | & 7 | ' 8 | ( 9 | ) 10 | * 11 | + 12 | , 13 | - 14 | -- 15 | . 16 | .. 17 | ... 18 | ...... 19 | ................... 20 | ./ 21 | .一 22 | 记者 23 | 数 24 | 年 25 | 月 26 | 日 27 | 时 28 | 分 29 | 秒 30 | / 31 | // 32 | 0 33 | 1 34 | 2 35 | 3 36 | 4 37 | 5 38 | 6 39 | 7 40 | 8 41 | 9 42 | : 43 | :// 44 | :: 45 | ; 46 | < 47 | = 48 | > 49 | >> 50 | ? 51 | @ 52 | A 53 | Lex 54 | [ 55 | \ 56 | ] 57 | 【 58 | 】 59 | ^ 60 | _ 61 | ` 62 | exp 63 | sub 64 | sup 65 | | 66 | } 67 | ~ 68 | ~~~~ 69 | · 70 | × 71 | ××× 72 | Δ 73 | Ψ 74 | γ 75 | μ 76 | φ 77 | φ． 78 | В 79 | — 80 | —— 81 | ——— 82 | ‘ 83 | ’ 84 | ’‘ 85 | “ 86 | ” 87 | ”， 88 | … 89 | …… 90 | …………………………………………………③ 91 | ′∈ 92 | ′｜ 93 | ℃ 94 | Ⅲ 95 | ↑ 96 | → 97 | ∈［ 98 | ∪φ∈ 99 | ≈ 100 | ① 101 | ② 102 | ②ｃ 103 | ③ 104 | ③］ 105 | ④ 106 | ⑤ 107 | ⑥ 108 | ⑦ 109 | ⑧ 110 | ⑨ 111 | ⑩ 112 | ── 113 | ■ 114 | ▲ 115 | 　 116 | 、 117 | 。 118 | 〈 119 | 〉 120 | 《 121 | 》 122 | 》）， 123 | 」 124 | 『 125 | 』 126 | 〔 127 | 〕 128 | 〕〔 129 | ㈧ 130 | 一 131 | 一. 132 | 一一 133 | 一下 134 | 一个 135 | 一些 136 | 一何 137 | 一切 138 | 一则 139 | 一则通过 140 | 一天 141 | 一定 142 | 一方面 143 | 一旦 144 | 一时 145 | 一来 146 | 一样 147 | 一次 148 | 一片 149 | 一番 150 | 一直 151 | 一致 152 | 一般 153 | 一起 154 | 一转眼 155 | 一边 156 | 一面 157 | 七 158 | 万一 159 | 三 160 | 三天两头 161 | 三番两次 162 | 三番五次 163 | 上 164 | 上下 165 | 上升 166 | 上去 167 | 上来 168 | 上述 169 | 上面 170 | 下 171 | 下列 172 | 下去 173 | 下来 174 | 下面 175 | 不 176 | 不一 177 | 不下 178 | 不久 179 | 不了 180 | 不亦乐乎 181 | 不仅 182 | 不仅...而且 183 | 不仅仅 184 | 不仅仅是 185 | 不会 186 | 不但 187 | 不但...而且 188 | 不光 189 | 不免 190 | 不再 191 | 不力 192 | 不单 193 | 不变 194 | 不只 195 | 不可 196 | 不可开交 197 | 不可抗拒 198 | 不同 199 | 不外 200 | 不外乎 201 | 不够 202 | 不大 203 | 不如 204 | 不妨 205 | 不定 206 | 不对 207 | 不少 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| 也罢 318 | 了 319 | 了解 320 | 争取 321 | 二 322 | 二来 323 | 二话不说 324 | 二话没说 325 | 于 326 | 于是 327 | 于是乎 328 | 云云 329 | 云尔 330 | 互 331 | 互相 332 | 五 333 | 些 334 | 交口 335 | 亦 336 | 产生 337 | 亲口 338 | 亲手 339 | 亲眼 340 | 亲自 341 | 亲身 342 | 人 343 | 人人 344 | 人们 345 | 人家 346 | 人民 347 | 什么 348 | 什么样 349 | 什麽 350 | 仅 351 | 仅仅 352 | 今 353 | 今后 354 | 今天 355 | 今年 356 | 今後 357 | 介于 358 | 仍 359 | 仍旧 360 | 仍然 361 | 从 362 | 从不 363 | 从严 364 | 从中 365 | 从事 366 | 从今以后 367 | 从优 368 | 从古到今 369 | 从古至今 370 | 从头 371 | 从宽 372 | 从小 373 | 从新 374 | 从无到有 375 | 从早到晚 376 | 从未 377 | 从来 378 | 从此 379 | 从此以后 380 | 从而 381 | 从轻 382 | 从速 383 | 从重 384 | 他 385 | 他人 386 | 他们 387 | 他是 388 | 他的 389 | 代替 390 | 以 391 | 以上 392 | 以下 393 | 以为 394 | 以便 395 | 以免 396 | 以前 397 | 以及 398 | 以后 399 | 以外 400 | 以後 401 | 以故 402 | 以期 403 | 以来 404 | 以至 405 | 以至于 406 | 以致 407 | 们 408 | 任 409 | 任何 410 | 任凭 411 | 任务 412 | 企图 413 | 伙同 414 | 会 415 | 伟大 416 | 传 417 | 传说 418 | 传闻 419 | 似乎 420 | 似的 421 | 但 422 | 但凡 423 | 但愿 424 | 但是 425 | 何 426 | 何乐而不为 427 | 何以 428 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| 当 988 | 当下 989 | 当中 990 | 当儿 991 | 当前 992 | 当即 993 | 当口儿 994 | 当地 995 | 当场 996 | 当头 997 | 当庭 998 | 当时 999 | 当然 1000 | 当真 1001 | 当着 1002 | 形成 1003 | 彻夜 1004 | 彻底 1005 | 彼 1006 | 彼时 1007 | 彼此 1008 | 往 1009 | 往往 1010 | 待 1011 | 待到 1012 | 很 1013 | 很多 1014 | 很少 1015 | 後来 1016 | 後面 1017 | 得 1018 | 得了 1019 | 得出 1020 | 得到 1021 | 得天独厚 1022 | 得起 1023 | 心里 1024 | 必 1025 | 必定 1026 | 必将 1027 | 必然 1028 | 必要 1029 | 必须 1030 | 快 1031 | 快要 1032 | 忽地 1033 | 忽然 1034 | 怎 1035 | 怎么 1036 | 怎么办 1037 | 怎么样 1038 | 怎奈 1039 | 怎样 1040 | 怎麽 1041 | 怕 1042 | 急匆匆 1043 | 怪 1044 | 怪不得 1045 | 总之 1046 | 总是 1047 | 总的来看 1048 | 总的来说 1049 | 总的说来 1050 | 总结 1051 | 总而言之 1052 | 恍然 1053 | 恐怕 1054 | 恰似 1055 | 恰好 1056 | 恰如 1057 | 恰巧 1058 | 恰恰 1059 | 恰恰相反 1060 | 恰逢 1061 | 您 1062 | 您们 1063 | 您是 1064 | 惟其 1065 | 惯常 1066 | 意思 1067 | 愤然 1068 | 愿意 1069 | 慢说 1070 | 成为 1071 | 成年 1072 | 成年累月 1073 | 成心 1074 | 我 1075 | 我们 1076 | 我是 1077 | 我的 1078 | 或 1079 | 或则 1080 | 或多或少 1081 | 或是 1082 | 或曰 1083 | 或者 1084 | 或许 1085 | 战斗 1086 | 截然 1087 | 截至 1088 | 所 1089 | 所以 1090 | 所在 1091 | 所幸 1092 | 所有 1093 | 所谓 1094 | 才 1095 | 才能 1096 | 扑通 1097 | 打 1098 | 打从 1099 | 打开天窗说亮话 1100 | 扩大 1101 | 把 1102 | 抑或 1103 | 抽冷子 1104 | 拦腰 1105 | 拿 1106 | 按 1107 | 按时 1108 | 按期 1109 | 按照 1110 | 按理 1111 | 按说 1112 | 挨个 1113 | 挨家挨户 1114 | 挨次 1115 | 挨着 1116 | 挨门挨户 1117 | 挨门逐户 1118 | 换句话说 1119 | 换言之 1120 | 据 1121 | 据实 1122 | 据悉 1123 | 据我所知 1124 | 据此 1125 | 据称 1126 | 据说 1127 | 掌握 1128 | 接下来 1129 | 接着 1130 | 接著 1131 | 接连不断 1132 | 放量 1133 | 故 1134 | 故意 1135 | 故此 1136 | 故而 1137 | 敞开儿 1138 | 敢 1139 | 敢于 1140 | 敢情 1141 | 数/ 1142 | 整个 1143 | 断然 1144 | 方 1145 | 方便 1146 | 方才 1147 | 方能 1148 | 方面 1149 | 旁人 1150 | 无 1151 | 无宁 1152 | 无法 1153 | 无论 1154 | 既 1155 | 既...又 1156 | 既往 1157 | 既是 1158 | 既然 1159 | 日复一日 1160 | 日渐 1161 | 日益 1162 | 日臻 1163 | 日见 1164 | 时候 1165 | 昂然 1166 | 明显 1167 | 明确 1168 | 是 1169 | 是不是 1170 | 是以 1171 | 是否 1172 | 是的 1173 | 显然 1174 | 显著 1175 | 普通 1176 | 普遍 1177 | 暗中 1178 | 暗地里 1179 | 暗自 1180 | 更 1181 | 更为 1182 | 更加 1183 | 更进一步 1184 | 曾 1185 | 曾经 1186 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第二类 2397 | 第二盘 2398 | 第二任 2399 | 第二声 2400 | 第二十 2401 | 第二首 2402 | 第二项 2403 | 第三遍 2404 | 第三册 2405 | 第三层 2406 | 第三产业 2407 | 第三大 2408 | 第三单元 2409 | 第三行 2410 | 第三回 2411 | 第三集 2412 | 第三件 2413 | 第三句 2414 | 第三卷 2415 | 第三课 2416 | 第三类 2417 | 第三篇 2418 | 第三期 2419 | 第三日 2420 | 第三声 2421 | 地三鲜 2422 | 第三项 2423 | 第三站 2424 | 第三张 2425 | 第十八 2426 | 第十次 2427 | 第十二 2428 | 的士高 2429 | 第十集 2430 | 第十届 2431 | 第十九 2432 | 第十六 2433 | 第十名 2434 | 第十三 2435 | 第十四 2436 | 第十天 2437 | 第十一 2438 | 第十一个 2439 | 第四版 2440 | 第四册 2441 | 第四场 2442 | 第四代 2443 | 第四单元 2444 | 第四集 2445 | 第四届 2446 | 第四年 2447 | 第四期 2448 | 第四声 2449 | 第四套 2450 | 第四位 2451 | 第四张 2452 | 第四者 2453 | 第四种 2454 | 第五部 2455 | 第五大道 2456 | 第五单元 2457 | 第五集 2458 | 第五卷 2459 | 第五课 2460 | 第五年 2461 | 第五期 2462 | 第五位 2463 | 第五元素 2464 | 第五组 2465 | 召唤 2466 | 最后一班 2467 | 最后一遍 2468 | 最后一关 2469 | 最后一集 2470 | 最后一科 2471 | 最后一颗子弹 2472 | 最后一派 2473 | 最后一题 2474 | 最后一眼 2475 | 最后一页 2476 | 10 2477 | 11 2478 | 12 2479 | 35 2480 | 25 2481 | 2016 2482 | 2015 2483 | 2014 2484 | 又为什么 2485 | 有问题吗 2486 | 有问题么 2487 | 又喜欢 2488 | 有喜欢 2489 | 又小 2490 | 又笑 2491 | 有笑 2492 | 有效地 2493 | 有一百 2494 | 又一遍 2495 | 有一部 2496 | 又一城 2497 | 又一村 2498 | 有一道 2499 | 有意的 2500 | 有一堆 2501 | 有一对 2502 | 有一方 2503 | 有一根 2504 | 有一会了 2505 | 有一批 2506 | 有一片 2507 | 有一期 2508 | 有一起 2509 | 有一群 2510 | 又又 2511 | 由由 2512 | 财新网 2513 | 上午 2514 | 下午 2515 | NULL 2516 | 新华社 2517 | 消息 2518 | 13 2519 | 14 2520 | 15 2521 | 16 2522 | 17 2523 | 18 2524 | 19 2525 | 20 2526 | 21 2527 | 22 2528 | 23 2529 | 24 2530 | 26 2531 | 27 2532 | 28 2533 | 29 2534 | 30 2535 | 31 2536 | 32 2537 | 33 2538 | 34 2539 | 36 2540 | 37 2541 | 38 2542 | 39 2543 | 40 2544 | 41 2545 | 42 2546 | 43 2547 | 44 2548 | 45 2549 | 46 2550 | 47 2551 | 48 2552 | 49 2553 | 50 2554 | 51 2555 | 52 2556 | 53 2557 | 54 2558 | 55 2559 | 56 2560 | 57 2561 | 58 2562 | 59 2563 | 60 2564 | 61 2565 | 62 2566 | 63 2567 | 64 2568 | 65 2569 | 66 2570 | 67 2571 | 68 2572 | 69 2573 | 70 2574 | 71 2575 | 72 2576 | 73 2577 | 74 2578 | 75 2579 | 76 2580 | 77 2581 | 78 2582 | 79 2583 | 80 2584 | 81 2585 | 82 2586 | 83 2587 | 84 2588 | 85 2589 | 86 2590 | 87 2591 | 88 2592 | 89 2593 | 90 2594 | 91 2595 | 92 2596 | 93 2597 | 94 2598 | 95 2599 | 96 2600 | 97 2601 | 98 2602 | 99 2603 | 100 2604 | 01 2605 | 02 2606 | 03 2607 | 04 2608 | 05 2609 | 06 2610 | 07 2611 | 08 2612 | 09 2613 | -------------------------------------------------------------------------------- /conf/mongo_rsa.conf: -------------------------------------------------------------------------------- 1 | dbpath = /data/db/ArticalRecommend/RS_A 2 | port = 27017 # 端口 3 | bind_ip = 127.0.0.1 # 服务地址 4 | replSet = ArticalRecommend/127.0.0.1:27018 # 设定同伴 child为集群名称 5 | -------------------------------------------------------------------------------- /conf/mongo_rsb.conf: -------------------------------------------------------------------------------- 1 | dbpath = /data/db/ArticalRecommend/RS_B 2 | port = 27018 # 端口 3 | bind_ip = 127.0.0.1 # 服务地址 4 | replSet = ArticalRecommend/127.0.0.1:27019 # 设定同伴 child为集群名称 5 | -------------------------------------------------------------------------------- /conf/mongo_rsc.conf: -------------------------------------------------------------------------------- 1 | dbpath = /data/db/ArticalRecommend/RS_C 2 | port = 27019 # 端口 3 | bind_ip = 127.0.0.1 # 服务地址 4 | replSet = ArticalRecommend/127.0.0.1:27017 # 设定同伴 child为集群名称 5 | -------------------------------------------------------------------------------- /conf/setting.js: -------------------------------------------------------------------------------- 1 | config = {_id: 'ArticalRecommend', members: [{"_id":1,"host":"127.0.0.1:27017"},{"_id":2,"host":"127.0.0.1:27018"},{"_id":3,"host":"127.0.0.1:27019"}]}; 2 | rs.initiate(config); 3 | -------------------------------------------------------------------------------- /data_spider/data_spider/__init__.py: -------------------------------------------------------------------------------- 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https://raw.githubusercontent.com/tshua/ArticalRecommand/41448955b14abb97ccf863083202cdc87d96bc4a/data_spider/data_spider/__pycache__/settings.cpython-36.pyc -------------------------------------------------------------------------------- /data_spider/data_spider/common.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/python 2 | # Filename: common.py 3 | import hashlib 4 | 5 | 6 | def get_md5_value(src): 7 | myMd5 = hashlib.md5() 8 | myMd5.update(src) 9 | myMd5_Digest = myMd5.hexdigest() 10 | return myMd5_Digest 11 | -------------------------------------------------------------------------------- /data_spider/data_spider/items.py: -------------------------------------------------------------------------------- 1 | # -*- coding: utf-8 -*- 2 | 3 | # Define here the models for your scraped items 4 | # 5 | # See documentation in: 6 | # http://doc.scrapy.org/en/latest/topics/items.html 7 | 8 | import scrapy 9 | 10 | 11 | class DataSpiderItem(scrapy.Item): 12 | # define the fields for your item here like: 13 | # name = scrapy.Field() 14 | pass 15 | 16 | class ToutiaoItem(scrapy.Item): 17 | title = scrapy.Field() 18 | image_url = scrapy.Field() 19 | artical_url = scrapy.Field() 20 | source_url = scrapy.Field() 21 | source = scrapy.Field() 22 | title_hash = scrapy.Field() 23 | collect_time = scrapy.Field() 24 | artical_time = scrapy.Field() 25 | catagore = scrapy.Field() 26 | tag = scrapy.Field() 27 | 28 | -------------------------------------------------------------------------------- /data_spider/data_spider/middlewares.py: -------------------------------------------------------------------------------- 1 | # -*- coding: utf-8 -*- 2 | 3 | # Define here the models for your spider middleware 4 | # 5 | # See documentation in: 6 | # http://doc.scrapy.org/en/latest/topics/spider-middleware.html 7 | 8 | from scrapy import signals 9 | import random 10 | from scrapy.downloadermiddlewares.useragent import UserAgentMiddleware 11 | 12 | '''避免被ban策略之一：使用useragent池。 13 | 使用注意：需在settings.py中进行相应的设置。 14 | ''' 15 | 16 | class DataSpiderSpiderMiddleware(object): 17 | # Not all methods need to be defined. If a method is not defined, 18 | # scrapy acts as if the spider middleware does not modify the 19 | # passed objects. 20 | 21 | @classmethod 22 | def from_crawler(cls, crawler): 23 | # This method is used by Scrapy to create your spiders. 24 | s = cls() 25 | crawler.signals.connect(s.spider_opened, signal=signals.spider_opened) 26 | return s 27 | 28 | def process_spider_input(response, spider): 29 | # Called for each response that goes through the spider 30 | # middleware and into the spider. 31 | 32 | # Should return None or raise an exception. 33 | return None 34 | 35 | def process_spider_output(response, result, spider): 36 | # Called with the results returned from the Spider, after 37 | # it has processed the response. 38 | 39 | # Must return an iterable of Request, dict or Item objects. 40 | for i in result: 41 | yield i 42 | 43 | def process_spider_exception(response, exception, spider): 44 | # Called when a spider or process_spider_input() method 45 | # (from other spider middleware) raises an exception. 46 | 47 | # Should return either None or an iterable of Response, dict 48 | # or Item objects. 49 | pass 50 | 51 | def process_start_requests(start_requests, spider): 52 | # Called with the start requests of the spider, and works 53 | # similarly to the process_spider_output() method, except 54 | # that it doesn’t have a response associated. 55 | 56 | # Must return only requests (not items). 57 | for r in start_requests: 58 | yield r 59 | 60 | def spider_opened(self, spider): 61 | spider.logger.info('Spider opened: %s' % spider.name) 62 | 63 | 64 | class RotateUserAgentMiddleware(UserAgentMiddleware): 65 | def __init__(self, user_agent=''): 66 | self.user_agent = user_agent 67 | 68 | def process_request(self, request, spider): 69 | ua = random.choice(self.user_agent_list) 70 | if ua: 71 | print('-----------current user-agent:%s------------',ua) 72 | request.headers.setdefault('User-Agent', ua) 73 | 74 | user_agent_list = [ 75 | "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.1 (KHTML, like Gecko) Chrome/22.0.1207.1 Safari/537.1", 76 | "Mozilla/5.0 (X11; CrOS i686 2268.111.0) AppleWebKit/536.11 (KHTML, like Gecko) Chrome/20.0.1132.57 Safari/536.11", 77 | "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/536.6 (KHTML, like Gecko) Chrome/20.0.1092.0 Safari/536.6", 78 | "Mozilla/5.0 (Windows NT 6.2) AppleWebKit/536.6 (KHTML, like Gecko) Chrome/20.0.1090.0 Safari/536.6", 79 | "Mozilla/5.0 (Windows NT 6.2; WOW64) AppleWebKit/537.1 (KHTML, like Gecko) Chrome/19.77.34.5 Safari/537.1", 80 | "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/536.5 (KHTML, like Gecko) Chrome/19.0.1084.9 Safari/536.5", 81 | "Mozilla/5.0 (Windows NT 6.0) AppleWebKit/536.5 (KHTML, like Gecko) Chrome/19.0.1084.36 Safari/536.5", 82 | "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/536.3 (KHTML, like Gecko) Chrome/19.0.1063.0 Safari/536.3", 83 | "Mozilla/5.0 (Windows NT 5.1) AppleWebKit/536.3 (KHTML, like Gecko) Chrome/19.0.1063.0 Safari/536.3", 84 | "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_0) AppleWebKit/536.3 (KHTML, like Gecko) Chrome/19.0.1063.0 Safari/536.3", 85 | "Mozilla/5.0 (Windows NT 6.2) AppleWebKit/536.3 (KHTML, like Gecko) Chrome/19.0.1062.0 Safari/536.3", 86 | "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/536.3 (KHTML, like Gecko) Chrome/19.0.1062.0 Safari/536.3", 87 | "Mozilla/5.0 (Windows NT 6.2) AppleWebKit/536.3 (KHTML, like Gecko) Chrome/19.0.1061.1 Safari/536.3", 88 | "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/536.3 (KHTML, like Gecko) Chrome/19.0.1061.1 Safari/536.3", 89 | "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/536.3 (KHTML, like Gecko) Chrome/19.0.1061.1 Safari/536.3", 90 | "Mozilla/5.0 (Windows NT 6.2) AppleWebKit/536.3 (KHTML, like Gecko) Chrome/19.0.1061.0 Safari/536.3", 91 | "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/535.24 (KHTML, like Gecko) Chrome/19.0.1055.1 Safari/535.24", 92 | "Mozilla/5.0 (Windows NT 6.2; WOW64) AppleWebKit/535.24 (KHTML, like Gecko) Chrome/19.0.1055.1 Safari/535.24" 93 | ] 94 | -------------------------------------------------------------------------------- /data_spider/data_spider/pipelines.py: -------------------------------------------------------------------------------- 1 | # -*- coding: utf-8 -*- 2 | 3 | # Define your item pipelines here 4 | # 5 | # Don't forget to add your pipeline to the ITEM_PIPELINES setting 6 | # See: http://doc.scrapy.org/en/latest/topics/item-pipeline.html 7 | 8 | import pymongo 9 | 10 | class DataSpiderPipeline(object): 11 | def process_item(self, item, spider): 12 | return item 13 | 14 | class InsertToutiaoToMongo(object): 15 | artical_name = 'artical' 16 | artical_tag_name = 'artical_tag' 17 | 18 | 19 | def __init__(self, mongo_host, mongo_port, mongo_db): 20 | self.mongo_host = mongo_host 21 | self.mongo_port = mongo_port 22 | self.mongo_db = mongo_db 23 | 24 | @classmethod 25 | def from_crawler(cls, crawler): 26 | return cls( 27 | mongo_host=crawler.settings.get('MONGO_HOST'), 28 | mongo_port=crawler.settings.get('MONGO_PORT'), 29 | mongo_db = crawler.settings.get('MONGO_DB'), 30 | ) 31 | 32 | def open_spider(self, spider): 33 | self.client = pymongo.MongoClient(host=self.mongo_host, port=self.mongo_port) 34 | self.db = self.client[self.mongo_db] 35 | 36 | def close_spider(self, spider): 37 | self.client.close() 38 | 39 | def process_item(self, item, spider): 40 | if (self.db[self.artical_name].find_one({'title_hash':item['title_hash']})): 41 | return item 42 | artical = dict(item) 43 | artical_tag = {} 44 | artical_tag['tag'] = artical['tag'] 45 | # artical_tag['catagore'] = artical['catagore'] 46 | 47 | del(artical['tag']) 48 | # del(artical['catagore']) 49 | a_id = self.db[self.artical_name].insert(artical) 50 | 51 | artical_tag['a_id'] = str(a_id) 52 | self.db[self.artical_tag_name].insert(artical_tag) 53 | return item -------------------------------------------------------------------------------- /data_spider/data_spider/scripts/ImageUrl_Process.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/python 2 | # Filename: ImageUrl_Process.py 3 | 4 | import pymongo 5 | 6 | 7 | def update_item(line, db): 8 | line = line.split('|') 9 | artical = db.artical.find_one({"title_hash":line[0]}) 10 | if(not artical): 11 | print(line[0] + " not exists") 12 | return 13 | db['artical'].update({'title':line[0]}, {'$set':{'image_url':line[1], 'source_url':line[2]}}) 14 | line[3] = line[3].replace('\n','') 15 | catagores = db.catagore.find() 16 | cata_num = -1 17 | for c in catagores: 18 | if (line[3] == c['catagore']): 19 | cata_num = int(c['num']) 20 | if (cata_num == -1): 21 | cata_num = db.catagore.count() 22 | db.catagore.insert({'num':cata_num, 'catagore':line[3]}) 23 | 24 | db['artical_tag'].update({'a_id':str(artical['_id'])}, {'$set':{'catagore':cata_num}}) 25 | 26 | #db.Account.update({"UserName":"libing"},{"$set":{"Email":"libing@126.com","Password":"123"}}) 27 | 28 | client = pymongo.MongoClient(host='127.0.0.1', port=27017) 29 | db = client['ArticalRecommend'] 30 | 31 | with open("tmp_imageurl", 'rb') as f: 32 | for line in f: 33 | line = str(line, "utf-8") 34 | update_item(line, db) -------------------------------------------------------------------------------- /data_spider/data_spider/scripts/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tshua/ArticalRecommand/41448955b14abb97ccf863083202cdc87d96bc4a/data_spider/data_spider/scripts/__init__.py -------------------------------------------------------------------------------- /data_spider/data_spider/settings.py: -------------------------------------------------------------------------------- 1 | # -*- coding: utf-8 -*- 2 | 3 | # Scrapy settings for data_spider project 4 | # 5 | # For simplicity, this file contains only settings considered important or 6 | # commonly used. You can find more settings consulting the documentation: 7 | # 8 | # http://doc.scrapy.org/en/latest/topics/settings.html 9 | # http://scrapy.readthedocs.org/en/latest/topics/downloader-middleware.html 10 | # http://scrapy.readthedocs.org/en/latest/topics/spider-middleware.html 11 | 12 | BOT_NAME = 'data_spider' 13 | 14 | SPIDER_MODULES = ['data_spider.spiders'] 15 | NEWSPIDER_MODULE = 'data_spider.spiders' 16 | 17 | 18 | # Crawl responsibly by identifying yourself (and your website) on the user-agent 19 | #USER_AGENT = 'data_spider (+http://www.yourdomain.com)' 20 | 21 | # Obey robots.txt rules 22 | ROBOTSTXT_OBEY = False 23 | 24 | # Configure maximum concurrent requests performed by Scrapy (default: 16) 25 | #CONCURRENT_REQUESTS = 32 26 | 27 | # Configure a delay for requests for the same website (default: 0) 28 | # See http://scrapy.readthedocs.org/en/latest/topics/settings.html#download-delay 29 | # See also autothrottle settings and docs 30 | #DOWNLOAD_DELAY = 3 31 | # The download delay setting will honor only one of: 32 | #CONCURRENT_REQUESTS_PER_DOMAIN = 16 33 | #CONCURRENT_REQUESTS_PER_IP = 16 34 | 35 | # Disable cookies (enabled by default) 36 | #COOKIES_ENABLED = False 37 | 38 | # Disable Telnet Console (enabled by default) 39 | #TELNETCONSOLE_ENABLED = False 40 | 41 | # Override the default request headers: 42 | #DEFAULT_REQUEST_HEADERS = { 43 | # 'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8', 44 | # 'Accept-Language': 'en', 45 | #} 46 | 47 | # Enable or disable spider middlewares 48 | # See http://scrapy.readthedocs.org/en/latest/topics/spider-middleware.html 49 | #SPIDER_MIDDLEWARES = { 50 | # 'data_spider.middlewares.DataSpiderSpiderMiddleware': 543, 51 | #} 52 | 53 | DOWNLOADER_MIDDLEWARES = { 54 | 'scrapy.downloadermiddlewares.useragent.UserAgentMiddleware':None, 55 | 'data_spider.middlewares.RotateUserAgentMiddleware':400, 56 | } 57 | 58 | # Enable or disable downloader middlewares 59 | # See http://scrapy.readthedocs.org/en/latest/topics/downloader-middleware.html 60 | #DOWNLOADER_MIDDLEWARES = { 61 | # 'data_spider.middlewares.MyCustomDownloaderMiddleware': 543, 62 | #} 63 | 64 | # Enable or disable extensions 65 | # See http://scrapy.readthedocs.org/en/latest/topics/extensions.html 66 | #EXTENSIONS = { 67 | # 'scrapy.extensions.telnet.TelnetConsole': None, 68 | #} 69 | 70 | # Configure item pipelines 71 | # See http://scrapy.readthedocs.org/en/latest/topics/item-pipeline.html 72 | ITEM_PIPELINES = { 73 | 'data_spider.pipelines.InsertToutiaoToMongo': 300, 74 | } 75 | 76 | # Enable and configure the AutoThrottle extension (disabled by default) 77 | # See http://doc.scrapy.org/en/latest/topics/autothrottle.html 78 | #AUTOTHROTTLE_ENABLED = True 79 | # The initial download delay 80 | #AUTOTHROTTLE_START_DELAY = 5 81 | # The maximum download delay to be set in case of high latencies 82 | #AUTOTHROTTLE_MAX_DELAY = 60 83 | # The average number of requests Scrapy should be sending in parallel to 84 | # each remote server 85 | #AUTOTHROTTLE_TARGET_CONCURRENCY = 1.0 86 | # Enable showing throttling stats for every response received: 87 | #AUTOTHROTTLE_DEBUG = False 88 | 89 | # Enable and configure HTTP caching (disabled by default) 90 | # See http://scrapy.readthedocs.org/en/latest/topics/downloader-middleware.html#httpcache-middleware-settings 91 | #HTTPCACHE_ENABLED = True 92 | #HTTPCACHE_EXPIRATION_SECS = 0 93 | #HTTPCACHE_DIR = 'httpcache' 94 | #HTTPCACHE_IGNORE_HTTP_CODES = [] 95 | #HTTPCACHE_STORAGE = 'scrapy.extensions.httpcache.FilesystemCacheStorage' 96 | 97 | 98 | # MongoDB address 99 | MONGO_HOST = "127.0.0.1" # 主机IP 100 | MONGO_PORT = 27017 # 端口号 101 | MONGO_DB = "ArticalRecommend" # 库名 -------------------------------------------------------------------------------- /data_spider/data_spider/spiders/__init__.py: -------------------------------------------------------------------------------- 1 | # This package will contain the spiders of your Scrapy project 2 | # 3 | # Please refer to the documentation for information on how to create and manage 4 | # your spiders. 5 | -------------------------------------------------------------------------------- /data_spider/data_spider/spiders/__pycache__/__init__.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tshua/ArticalRecommand/41448955b14abb97ccf863083202cdc87d96bc4a/data_spider/data_spider/spiders/__pycache__/__init__.cpython-36.pyc -------------------------------------------------------------------------------- /data_spider/data_spider/spiders/__pycache__/toutiao.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tshua/ArticalRecommand/41448955b14abb97ccf863083202cdc87d96bc4a/data_spider/data_spider/spiders/__pycache__/toutiao.cpython-36.pyc -------------------------------------------------------------------------------- /data_spider/data_spider/spiders/toutiao.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/python 2 | # Filename : toutiao.py 3 | 4 | import scrapy 5 | from data_spider.items import ToutiaoItem 6 | from scrapy.selector import Selector 7 | import json 8 | import time 9 | import data_spider.common 10 | import re 11 | 12 | 13 | class TouTiaoSpider(scrapy.Spider): 14 | name = 'toutiao' 15 | allowed_domains = ["toutiao.com"] 16 | base_category_url = 'http://www.toutiao.com/api/pc/feed/?category={0}&utm_source=toutiao&widen=1&max_behot_time={1}&max_behot_time_tmp={2}&tadrequire=true&as=A115681FDC5A156&cp=58FCFA5125769E1' 17 | catagorys = ['news_society', 'news_society', 'news_entertainment', 'news_tech', 'news_sports', 'news_car', 18 | 'news_finance', 'funny', 'news_military', 'news_world', 'news_fashion', 19 | 'news_travel', 'news_discovery', 'news_baby', 'news_regimen', 'news_story', 'news_essay', 'news_game', 20 | 'news_history', 'news_food'] 21 | # 社会 娱乐 科技 体育 汽车 财经 搞笑 更多 军事 国际 时尚 旅游 探索 育儿 养生 故事 美文 游戏 历史 美食 22 | #catagorys = ['news_society'] 23 | 24 | current_time = int(time.time()) 25 | start_urls = [] 26 | for catagory in catagorys: 27 | for i in range(0, 6 * 2):# 1小时1次 # 12 * 6 * 2): # 0 点一次 12点一次 28 | start_urls.append(base_category_url.format(catagory, current_time - 300 * i, current_time - 300 * i)) 29 | 30 | base_url = 'http://toutiao.com' 31 | 32 | 33 | def parse(self, response): 34 | '''获取ajax传来的list,并生成文章的url''' 35 | body = response.body.decode('utf-8') 36 | articals = json.loads(body) 37 | for artical in articals['data']: 38 | if ('group' in artical['source_url']): # 过滤广告 39 | toutiaoItem = ToutiaoItem() 40 | toutiaoItem['title'] = artical['title'] 41 | url = self.base_url + artical['source_url'] 42 | toutiaoItem['image_url'] = '#' # '#'代表没有缩略图 43 | if ('image_list' in artical.keys()): 44 | for image in artical['image_list']: # 只要一张图片,省事 45 | toutiaoItem['image_url'] = str(image) 46 | break 47 | toutiaoItem['source_url'] = url 48 | toutiaoItem['catagore'] = artical['chinese_tag'] 49 | self.writeToTmpFile(toutiaoItem) 50 | time.sleep(0.3) 51 | yield scrapy.Request(url, self.parseSourceUrl) 52 | 53 | def parseSourceUrl(self, response): 54 | '''解析文章 发送items给pipeline''' 55 | article_content = response.xpath("//div [@id='article-main']").extract() 56 | if (article_content): 57 | toutiaoItem = ToutiaoItem() 58 | toutiaoItem['title'] = \ 59 | Selector(text=article_content[0]).xpath('//h1 [@class="article-title"]/text()').extract()[0] 60 | toutiaoItem['source'] = '头条' 61 | toutiaoItem['tag'] = Selector(text=article_content[0]).xpath('//li [@class="label-item"]/text()').extract() 62 | toutiaoItem['title_hash'] = data_spider.common.get_md5_value(toutiaoItem['title'].encode("utf-8")) 63 | toutiaoItem['artical_url'] = str(toutiaoItem['title_hash']) + ".html" 64 | article_time = Selector(text=article_content[0]).xpath('//span [@class="time"]/text()').extract() 65 | toutiaoItem['artical_time'] = '' 66 | if (article_time): 67 | toutiaoItem['artical_time'] = article_time[0] 68 | toutiaoItem['collect_time'] = int(time.time()) 69 | article_content, number = re.subn(r"href=\".*\"", '', article_content[0]) 70 | article_content = bytes(article_content, "utf-8") 71 | with open("./html/" + toutiaoItem['artical_url'], 'wb') as f: 72 | f.write(article_content) 73 | yield toutiaoItem 74 | 75 | def writeToTmpFile(self, item): 76 | '''把list信息写入临时文件''' 77 | title_hash = data_spider.common.get_md5_value(item['title'].encode("utf-8")) 78 | arr = [ title_hash, item['image_url'], item['source_url'], item['catagore'] ] 79 | line = '|'.join(arr) 80 | line = line + "\n" 81 | line = bytes(line,'utf-8') 82 | with open('tmp_imageurl.txt', 'ab') as f: 83 | f.write(line) -------------------------------------------------------------------------------- /data_spider/run_scrapy.sh: -------------------------------------------------------------------------------- 1 | #!/bin/bash 2 | 3 | rm tmp_imageurl.txt 4 | rm tmp_imageurl 5 | scrapy crawl toutiao > ../log/scrapy_toutiao 2>&1 6 | echo 'scrapy down' 7 | sort tmp_imageurl.txt | uniq > tmp_imageurl 8 | python3 data_spider/scripts/ImageUrl_Process.py 9 | echo 'image_url process done' 10 | -------------------------------------------------------------------------------- /data_spider/scrapy.cfg: -------------------------------------------------------------------------------- 1 | # Automatically created by: scrapy startproject 2 | # 3 | # For more information about the [deploy] section see: 4 | # https://scrapyd.readthedocs.org/en/latest/deploy.html 5 | 6 | [settings] 7 | default = data_spider.settings 8 | 9 | [deploy] 10 | #url = http://localhost:6800/ 11 | project = data_spider 12 | -------------------------------------------------------------------------------- /data_spider/tmp_imageurl: -------------------------------------------------------------------------------- 1 | 00096976f24c5a68694f41a1e9f6d101|{'url': 'http://p1.pstatp.com/list/190x124/26e800021d49e332156b'}|http://toutiao.com/group/6430592002454323458/|娱乐 2 | 006591f00091408e47f1081a38bc7c4b|{'url': 'http://p3.pstatp.com/list/216b000071d6bd6ec701'}|http://toutiao.com/group/6419379070639669506/|军事 3 | 0085ff78f0596c82c2a28561cf9c0277|#|http://toutiao.com/group/6400528479531565570/|视频 4 | 00ecd58559bb4b39c09d6edbcc9a4a47|{'url': 'http://p3.pstatp.com/list/26e000044641a8fb190f'}|http://toutiao.com/group/6430546862990393601/|财经 5 | 017d768cfa6abe476209b8e3404dbe3c|{'url': 'http://p3.pstatp.com/list/26e70005858ee4568c26'}|http://toutiao.com/group/6430226345112879362/|搞笑 6 | 01ac6f91c3cb493acd61edfce68927f2|{'url': 'http://p3.pstatp.com/list/243300045e5c2be2425d'}|http://toutiao.com/group/6428089897814409473/|育儿 7 | 026044665cebbb90e9984f32a618644d|{'url': 'http://p3.pstatp.com/list/24990009631308013eb2'}|http://toutiao.com/group/6426616288205865217/|科学 8 | 028e5314a801f7cb7f9b5275b0c54655|{'url': 'http://p1.pstatp.com/list/26e300035be2b54be2e3'}|http://toutiao.com/group/6429176770881503489/|科学 9 | 02b58d8825b07bc0fdff2cf5d4db86b3|{'url': 'http://p3.pstatp.com/list/ef6000206c918d8d967'}|http://toutiao.com/group/6426659494230491393/|旅游 10 | 032f50effa75eb2743a38f7868490f43|{'url': 'http://p3.pstatp.com/list/1dba0002db2ee9213b2e'}|http://toutiao.com/group/6406542319268593922/|育儿 11 | 033b12398c62c5330afda7be9ab5d853|#|http://toutiao.com/group/6430373555124306434/|社会 12 | 03ba79e8784dcc7816cbacbecc36f4c7|{'url': 'http://p3.pstatp.com/list/1dcd00195f09a8cc24f7'}|http://toutiao.com/group/6421751276674154753/|搞笑 13 | 040bb37adfae777a8b04bb0e92dc16cd|{'url': 'http://p3.pstatp.com/list/22d700038baa14118ec2'}|http://toutiao.com/group/6425918102923870465/|历史 14 | 051219d8051af649228f22a4c7f0f27d|{'url': 'http://p9.pstatp.com/list/216d000707ad78aab6e6'}|http://toutiao.com/group/6420346028911067393/|故事 15 | 05162be78e2e11e7e19e090fafc788bb|{'url': 'http://p3.pstatp.com/list/26e00004d70fbee8079d'}|http://toutiao.com/group/6430538479344681218/|军事 16 | 052f9338c1550a91d17bc7ac6d1955f5|{'url': 'http://p1.pstatp.com/list/1dcd00142878a93268c7'}|http://toutiao.com/group/6421259500765839618/|心理 17 | 058ed95571e8656b129303c7c842ee19|{'url': 'http://p3.pstatp.com/list/2498001f6d873da26282'}|http://toutiao.com/group/6423127232109084929/|时尚 18 | 06172e96eacf6b0f7ba78241a763aaf3|#|http://toutiao.com/group/6429956237919519234/|科学 19 | 06198ef3d58192aedb40b7ae5ed37540|{'url': 'http://p3.pstatp.com/list/26e2000286a69e398229'}|http://toutiao.com/group/6428743201775747329/|国际 20 | 064f3c9113674d7c2ace2b21997276d8|{'url': 'http://p3.pstatp.com/list/26ea0000d15ce438b5e0'}|http://toutiao.com/group/6430504181111587073/|体育 21 | 065d767903eb086fe335a4de01604a2f|{'url': 'http://p3.pstatp.com/list/249900182b3818f689d9'}|http://toutiao.com/group/6427837297286185218/|科学 22 | 06962465989b2b6cbf4f2752a08dde4b|{'url': 'http://p9.pstatp.com/list/1c6800022f659acb3429'}|http://toutiao.com/group/6412071185596694786/|娱乐 23 | 06e6af1cffc66f33982049b7c5312fb9|{'url': 'http://p1.pstatp.com/list/249a0022277e2a9fad79'}|http://toutiao.com/group/6430570313947283713/|体育 24 | 071151735898a5bb697ea34db1248812|#|http://toutiao.com/group/6429571453070344705/|国际 25 | 07962bb34f0782eb13bfa77ba9846d5e|{'url': 'http://p3.pstatp.com/list/22b300016f4eb882cdc9'}|http://toutiao.com/group/6422832605147037953/|数码 26 | 07b5e7157c6e48a1e6e0a827ef725d35|{'url': 'http://p1.pstatp.com/list/1a6c001f13cb6b8892a0'}|http://toutiao.com/group/6407676252332753153/|其它 27 | 07b94cb185e9bc7aa22104ea05fbab78|{'url': 'http://p3.pstatp.com/list/216f001cf079964b9910'}|http://toutiao.com/group/6430302700071682306/|娱乐 28 | 07f27799fe35f1caf900a56db1af6581|{'url': 'http://p9.pstatp.com/list/26e70004b33122380b87'}|http://toutiao.com/group/6429984235456659714/|美文 29 | 084952f72712bd824da3abe0faf39358|{'url': 'http://p1.pstatp.com/list/123200068886241bd947'}|http://toutiao.com/group/6418576040389509378/|社会 30 | 0866e49b0efa2229af670178783a1fd6|{'url': 'http://p3.pstatp.com/list/26c20004b81bce117d51'}|http://toutiao.com/group/6402861842326569217/|社会 31 | 08fcdc3a373a3885106233a389cad054|{'url': 'http://p1.pstatp.com/list/2439000463dd3ac05901'}|http://toutiao.com/group/6428408983158178049/|时尚 32 | 09d6b76c80f46e6037f21a7be7d74eaf|#|http://toutiao.com/group/6430396190282907906/|社会 33 | 09fd88e76713fb31626b5eae09ceba02|{'url': 'http://p1.pstatp.com/list/1a6a0008fcd3cdbd4e57'}|http://toutiao.com/group/6403328313351962881/|财经 34 | 0ab2d3817e59a423fe3d1e56ab99782a|{'url': 'http://p1.pstatp.com/list/26e00003753c8b0d5cba'}|http://toutiao.com/group/6430204140533580033/|美文 35 | 0ad95a4600ace254de9c55af3214d295|{'url': 'http://p1.pstatp.com/list/16aa000eb7c82c46a872'}|http://toutiao.com/group/6421120835490152706/|社会 36 | 0adefbe693eaf44eb821501aa5a9e402|{'url': 'http://p3.pstatp.com/list/190x124/26e90001e585b4c3a600'}|http://toutiao.com/group/6430319402763829505/|娱乐 37 | 0aee46d3b53c2543aacd1ecd44303c9e|#|http://toutiao.com/group/6430575414019621378/|体育 38 | 0b9497145850ff976f1d70afd5ff6ecf|{'url': 'http://p3.pstatp.com/list/1781000e9b7c725f6e73'}|http://toutiao.com/group/6426859722762092801/|旅游 39 | 0c40e128880ad6a6f86caea6475dabc6|{'url': 'http://p3.pstatp.com/list/249a001860da84aeb134'}|http://toutiao.com/group/6428310106668253441/|搞笑 40 | 0c4fe1a5280f231be7242656d075b2d5|{'url': 'http://p1.pstatp.com/list/26eb0000a5593eeaefe4'}|http://toutiao.com/group/6430401564046262529/|科学 41 | 0d71c17750191e0d5a5ca7d1e2ad7e67|{'url': 'http://p3.pstatp.com/list/18a1001256b556e1b5ff'}|http://toutiao.com/group/6400351304057127170/|军事 42 | 0ed40efa15bcee15befe3f10ff6fa8ec|#|http://toutiao.com/group/6430394471187808513/|社会 43 | 0ef61a2f6959491baaa45ed956341c01|{'url': 'http://p3.pstatp.com/list/26ed00002da8ae9c8c76'}|http://toutiao.com/group/6430213211002142977/|体育 44 | 0faaa8a145d04e299870252cedccce99|{'url': 'http://p3.pstatp.com/list/26e00004c9b40e3864eb'}|http://toutiao.com/group/6430513452444385538/|美文 45 | 0fb94896c94c7b3c0b6110db546eac99|{'url': 'http://p3.pstatp.com/list/190x124/192500045f37269ce238'}|http://toutiao.com/group/6400638860544737538/|科技 46 | 1026acaedca137f46bedd7e664d646f0|{'url': 'http://p3.pstatp.com/list/1232000463a94a9e8a3c'}|http://toutiao.com/group/6424270474737352962/|旅游 47 | 104f2cd0c77d1aa6c74be0c49540a84a|#|http://toutiao.com/group/6430382284888654081/|国际 48 | 10aa69c44e61dab1af7a44a3571762e2|{'url': 'http://p3.pstatp.com/list/24390005706d24442f30'}|http://toutiao.com/group/6428939208651849986/|美食 49 | 10f79284b4ad82008ba3c33c22ed88d5|{'url': 'http://p1.pstatp.com/list/26cf0002698cd82472fb'}|http://toutiao.com/group/6430437150835638530/|汽车 50 | 1110f526aa00e8d0223617e1bd5b78c7|{'url': 'http://p3.pstatp.com/list/1dbc0003a6ecd850eea6'}|http://toutiao.com/group/6413875555779100930/|社会 51 | 11a1bdfb400c248e8621aa3600e7d792|{'url': 'http://p1.pstatp.com/list/1bf700089f72de768957'}|http://toutiao.com/group/6416082758473285889/|搞笑 52 | 11bf34dc0c7f37a32fc7dee0bf3d47c5|{'url': 'http://p3.pstatp.com/list/1a6a000660ca5e129a4d'}|http://toutiao.com/group/6427656962955018498/|科学 53 | 1349009c53f66761506ef504cdcc4b9e|{'url': 'http://p3.pstatp.com/list/190x124/18a300113ef8b41a6593'}|http://toutiao.com/group/6400195997729931521/|娱乐 54 | 136485ba2cb62bbccb2362a2a8e96632|{'url': 'http://p9.pstatp.com/list/243600043d70ef9e2b8c'}|http://toutiao.com/group/6428813209910280449/|美文 55 | 13831d2ccb8131de8b8a8bf4e80f0338|{'url': 'http://p1.pstatp.com/list/26e90004d9b4015d876a'}|http://toutiao.com/group/6430594509608616194/|搞笑 56 | 14094b3362f54bb853e05bca63080df6|{'url': 'http://p1.pstatp.com/list/26e800018e3dfd950914'}|http://toutiao.com/group/6430547127881269505/|历史 57 | 145f71dcfca82b54280a96434bea0e10|{'url': 'http://p3.pstatp.com/list/18ac0004617a96807891'}|http://toutiao.com/group/6399483340433801473/|娱乐 58 | 14f0927578f0e808687ef2872b7ba488|{'url': 'http://p9.pstatp.com/list/26e40004edcba8c85516'}|http://toutiao.com/group/6430162501077303553/|搞笑 59 | 14feb1853f6b8b88538da340b1c222e5|{'url': 'http://p3.pstatp.com/list/1f85000649e7b841893e'}|http://toutiao.com/group/6420178085807030530/|国际 60 | 1528a1d777987791483690ad063e6324|{'url': 'http://p3.pstatp.com/list/190x124/26e30003ead8918df815'}|http://toutiao.com/group/6429233159435174146/|美食 61 | 15bdff0980dc109a0cc8a92271182e13|{'url': 'http://p1.pstatp.com/list/22d1000545d0da8fc3a6'}|http://toutiao.com/group/6424951085052608770/|故事 62 | 15d8ec1df852e07b2ba5be0b6ea3c5b8|{'url': 'http://p3.pstatp.com/list/2498001ceb0d2af99384'}|http://toutiao.com/group/6429548414043685121/|科普 63 | 15d98c7db41cfce29d03dd80eb12ec40|#|http://toutiao.com/group/6424072649663578626/|历史 64 | 171ccac3bd4c502554f4314a4d97e95c|{'url': 'http://p1.pstatp.com/list/26eb0001bedf93601bc8'}|http://toutiao.com/group/6430628402943967490/|军事 65 | 178ec05a47f1458e589ccb3ce82835b7|#|http://toutiao.com/group/6430577665471676929/|财经 66 | 1896559e15d3b9e529e59ffc061944a2|{'url': 'http://p3.pstatp.com/list/190x124/22c80004e4404c6b797d'}|http://toutiao.com/group/6423183870221205762/|娱乐 67 | 19c3b8174dc6d19e4188b16049fcd88d|{'url': 'http://p3.pstatp.com/list/191a00039c68e8240691'}|http://toutiao.com/group/6397341099605623042/|汽车 68 | 19e4fcf520732a4e4a01686052b09fe5|{'url': 'http://p3.pstatp.com/list/2429000272ba03616323'}|http://toutiao.com/group/6426561918865670402/|故事 69 | 1a70a85272f672800458c6ae99752474|{'url': 'http://p3.pstatp.com/list/26e70001c82070e055ce'}|http://toutiao.com/group/6429526360398283010/|美食 70 | 1a7932354488087a19f0709a09764dd9|{'url': 'http://p3.pstatp.com/list/26e90003da91b9edcc01'}|http://toutiao.com/group/6430379151774122241/|汽车 71 | 1b2b56da2d9636d1331df8b6beb7fce9|{'url': 'http://p1.pstatp.com/list/242f00036bcda1db02ef'}|http://toutiao.com/group/6427117052183446018/|体育 72 | 1cf595e20fed3cafe6794c011f204f13|{'url': 'http://p3.pstatp.com/list/2431000523aaf6cb6e26'}|http://toutiao.com/group/6428089838779564289/|健康 73 | 1d9a20ccdec5489a731ac1f878577a2d|{'url': 'http://p1.pstatp.com/list/26e60005c8b667dfbce9'}|http://toutiao.com/group/6430272471505977601/|搞笑 74 | 1e362d763ad06b5663a19191d51b8adb|{'url': 'http://p1.pstatp.com/list/216b00032a8f8765e41c'}|http://toutiao.com/group/6420192469094433026/|军事 75 | 1e6d22abd471541ce4fc190e60f10baa|{'url': 'http://p3.pstatp.com/list/26e80000dbe04dfd017b'}|http://toutiao.com/group/6430560991067799809/|故事 76 | 1e9164d2c6454209f2f1aa3b0d0612c6|#|http://toutiao.com/group/6430392835225518337/|体育 77 | 1f947e48f3acd6e6f7568da8451cfb63|{'url': 'http://p3.pstatp.com/list/26e70005d9967c9a5c1b'}|http://toutiao.com/group/6430370577307746561/|时尚 78 | 1fe0454344343d86fc3d04fac418e108|{'url': 'http://p1.pstatp.com/list/1af00000be8d92d033ea'}|http://toutiao.com/group/6404978110908268801/|科技 79 | 1fe1636fd6a0c3dbc4eafe47eae3ceae|{'url': 'http://p3.pstatp.com/list/242e0005919d6a631d59'}|http://toutiao.com/group/6427606898657149185/|社会 80 | 20341dbfeaf0982a680d5a76aee6dfc1|{'url': 'http://p3.pstatp.com/list/26e90000d6e36afe94fb'}|http://toutiao.com/group/6429805681309909250/|故事 81 | 20c4c9544ba258718118576b1d52e1f9|{'url': 'http://p3.pstatp.com/list/17800000fb12c59ef0f4'}|http://toutiao.com/group/6428727689380626689/|旅游 82 | 2136858364a88ff4b81d8eead7121cff|{'url': 'http://p9.pstatp.com/list/191d00030b5e5d58b9ba'}|http://toutiao.com/group/6399592212833009922/|国际 83 | 21ce0d3da4fbc0f8a4b72d0b3a8a6b1b|#|http://toutiao.com/group/6426243260016935169/|搞笑 84 | 21e4a34d6e77899ba383d4497f882894|{'url': 'http://p3.pstatp.com/list/249900251b4fdc652536'}|http://toutiao.com/group/6430428629968634113/|体育 85 | 21f060ef9e688c031fb6a0face675075|{'url': 'http://p1.pstatp.com/list/249a00199e0f5a773788'}|http://toutiao.com/group/6428776969709551873/|科普 86 | 221b3a0ace55982f8e6587b3b5027023|{'url': 'http://p1.pstatp.com/list/18a500105dba8617aa7a'}|http://toutiao.com/group/6399897092215750914/|娱乐 87 | 22382297f4498fd468a436930bf555c5|#|http://toutiao.com/group/6428703849712402689/|美文 88 | 2297a62974d89c3dc6f9f1d7204705c1|{'url': 'http://p3.pstatp.com/list/26e800014e147d2396b1'}|http://toutiao.com/group/6430392434991251713/|体育 89 | 22a388b200d12c415c69adad55d86810|{'url': 'http://p3.pstatp.com/list/1bf4001c3975f5972133'}|http://toutiao.com/group/6413130608202432770/|育儿 90 | 236504097bf5ebae7941ae1b3ebfbef9|{'url': 'http://p1.pstatp.com/list/1af400010eda4c1f1bcd'}|http://toutiao.com/group/6404656012409929986/|搞笑 91 | 2396aec31b666eb9e15c377905e12b5a|{'url': 'http://p1.pstatp.com/list/1dcc001853bc5eda9e49'}|http://toutiao.com/group/6424275019538366722/|社会 92 | 249c6335b9a07c67576dd1bb8418c1b8|{'url': 'http://p3.pstatp.com/list/26ea00003a4704484050'}|http://toutiao.com/group/6430322244891656450/|搞笑 93 | 24ac038dd876a943ca158c4a95105905|#|http://toutiao.com/group/6428394176362054146/|科学 94 | 24b2e0c18d4ab59a3b0fe623eb78d2f6|#|http://toutiao.com/group/6430512123101446401/|科技 95 | 24beffbda7eb007822dd187ca3f7ce18|{'url': 'http://p1.pstatp.com/list/190x124/26e3000260e53c0700a4'}|http://toutiao.com/group/6429578903678337281/|时尚 96 | 24f466e14e15b0f0d4d20096d40e876a|{'url': 'http://p3.pstatp.com/list/19ed000530e8eefcbaee'}|http://toutiao.com/group/6401084690607112449/|历史 97 | 267ac59fa12080ef5e6f365b9410520a|#|http://toutiao.com/group/6400265784681038338/|视频 98 | 26bc7a2e1d00323264be9f99e0d41ccd|{'url': 'http://p3.pstatp.com/list/26cf00037304d46b92d2'}|http://toutiao.com/group/6430533863391625474/|游戏 99 | 26c0e5b8f846bbdabb090acf105204e3|{'url': 'http://p1.pstatp.com/list/26e6000592754f11c9ba'}|http://toutiao.com/group/6430226146038825218/|科学 100 | 2723342ee5ee643d77554cc8bb9443fc|{'url': 'http://p3.pstatp.com/list/19210003a2cb5ce7f9de'}|http://toutiao.com/group/6398780769376698625/|搞笑 101 | 276fdd3d09d8cc25f22a31f56c55e7b4|#|http://toutiao.com/group/6429847630339113217/|科技 102 | 28009f2570f6577b407e24412692662e|{'url': 'http://p9.pstatp.com/list/26d00000f24f7c87d08f'}|http://toutiao.com/group/6430368786612584706/|时政 103 | 2864b83a34cbffcac3d1130bf32d8a8e|#|http://toutiao.com/group/6426247950338736385/|财经 104 | 287927b84ac70513fd0a20305471c0d8|#|http://toutiao.com/group/6430371650822210049/|历史 105 | 28c7fc2dc95e23bf40058f82006b1833|{'url': 'http://p3.pstatp.com/list/26cc000805f369bc8537'}|http://toutiao.com/group/6430364530665554178/|军事 106 | 299141c96b66752452cdf1b8b9733a2d|{'url': 'http://p3.pstatp.com/list/16ab0005d1fb9a3ff634'}|http://toutiao.com/group/6386610041939558658/|社会 107 | 29b67789e1af663b371499c4e13ac10d|#|http://toutiao.com/group/6430378046075928833/|视频 108 | 29fc3ec3c66221449316f58149b04db3|{'url': 'http://p3.pstatp.com/list/212e0000be9cd72b48b2'}|http://toutiao.com/group/6419886145991459074/|汽车 109 | 2a7c0506587bc8d2310308f0759f8ff0|{'url': 'http://p9.pstatp.com/list/216f0010b7f1c532328a'}|http://toutiao.com/group/6423369217168376065/|时尚 110 | 2b1a23ff2b283ca52a0d40694a5ead76|{'url': 'http://p3.pstatp.com/list/18a300084a1944b5bce4'}|http://toutiao.com/group/6397682838745874689/|历史 111 | 2bb6a43f1677041a0ae7eddb05b5222a|{'url': 'http://p3.pstatp.com/list/26cd0006ec37b2f2a0c2'}|http://toutiao.com/group/6430491844693983489/|游戏 112 | 2d2af388067e0738d22a44642be8fd1a|#|http://toutiao.com/group/6402729968043819521/|财经 113 | 2d9af0f1c0d7016d7027831caf77e422|{'url': 'http://p3.pstatp.com/list/190x124/249800190c408762e263'}|http://toutiao.com/group/6428447492245602561/|美食 114 | 2ec9869656a92f640baa726a748ca896|#|http://toutiao.com/group/6430524254245421314/|科技 115 | 2eeed70a6c34c560146ee672324685d7|#|http://toutiao.com/group/6400311583741935873/|财经 116 | 31b64f8de5572f88e8b799256f9033e3|#|http://toutiao.com/group/6427624754668290306/|情感 117 | 31ebaacdf23c60197334f94d2e21feeb|{'url': 'http://p9.pstatp.com/list/22d20001a5c30f438efb'}|http://toutiao.com/group/6425453538789277954/|故事 118 | 32682cc4e1df2efe376bca44510aa236|{'url': 'http://p9.pstatp.com/list/22c90004993f2bb79729'}|http://toutiao.com/group/6423616899322380546/|国际 119 | 327f850795c567b4ac841787e53f5009|{'url': 'http://p9.pstatp.com/list/216b00094d6f9804df0d'}|http://toutiao.com/group/6420447000801575426/|历史 120 | 32b738606d53a925e095a885fb8a8a6a|{'url': 'http://p3.pstatp.com/list/1af800017f813c984a60'}|http://toutiao.com/group/6429302098504777985/|搞笑 121 | 32f71702e2890ac2eb230a6f12c914d6|{'url': 'http://p3.pstatp.com/list/2438000459ec0797451e'}|http://toutiao.com/group/6429198710513402113/|健康 122 | 332ac429aca863d7eb4150c374fc050c|#|http://toutiao.com/group/6430374352240001282/|时政 123 | 3385e89ad719d408b6476233cb47ccfd|{'url': 'http://p1.pstatp.com/list/16ab0010466a749398a7'}|http://toutiao.com/group/6427396235723800834/|美食 124 | 33c549257e46a9eb1e5409c0b520ffcb|{'url': 'http://p3.pstatp.com/list/18a4000cca6e2b4291f4'}|http://toutiao.com/group/6399836677166072066/|体育 125 | 33d97f8637c7ce5963fcc8c283043bfd|#|http://toutiao.com/group/6430319522065940993/|科学 126 | 347796d1673924d9819c58ed5a8db398|{'url': 'http://p1.pstatp.com/list/18a400101fa7cdc846b3'}|http://toutiao.com/group/6400600162927165697/|历史 127 | 35e379c83a55bec72af35e189f1439c1|{'url': 'http://p1.pstatp.com/list/1dbe0003072145fcef57'}|http://toutiao.com/group/6415743595727651073/|军事 128 | 3611eb896bb5574e555b478ea474db52|{'url': 'http://p1.pstatp.com/list/26ea000195af0fdd5608'}|http://toutiao.com/group/6430603292439249153/|搞笑 129 | 361b89cfb081bc0d30c0b22966097aa1|#|http://toutiao.com/group/6430504075934941441/|军事 130 | 36dc69c917eb84ee9f398df888b9b1a8|{'url': 'http://p3.pstatp.com/list/1f8a000661f577372b55'}|http://toutiao.com/group/6419600161978810625/|娱乐 131 | 3727d71fb80235ec7e668dcef75d5960|{'url': 'http://p3.pstatp.com/list/ef50005f619cc1bc532'}|http://toutiao.com/group/6342758177271972097/|体育 132 | 3791c7adc628a8a25cef2fd74127f903|#|http://toutiao.com/group/6428086688622313729/|其它 133 | 379863933b16e1fde0eec7017bf50520|#|http://toutiao.com/group/6397554541935460866/|视频 134 | 37a3b917e08b905fc0d2b2083933d382|{'url': 'http://p3.pstatp.com/list/190x124/26e2000278609f1bf807'}|http://toutiao.com/group/6429100993338540290/|美食 135 | 37a9a895519af8a00cd5b731ec609be8|{'url': 'http://p9.pstatp.com/list/26e500014917d8ed2cff'}|http://toutiao.com/group/6430345148785492225/|科技 136 | 37d7a19c1fa1a93a8df74e1f95e2cd01|{'url': 'http://p1.pstatp.com/list/22ca0002088c345cf50a'}|http://toutiao.com/group/6423265287391740161/|娱乐 137 | 3878a1854a089aca0a2f3533fe608047|{'url': 'http://p3.pstatp.com/list/26e600035a105fbd8a89'}|http://toutiao.com/group/6429750122075668738/|三农 138 | 39102630389d25d3fb23837014361e72|{'url': 'http://p3.pstatp.com/list/216c000298cae4e00440'}|http://toutiao.com/group/6423978025284534530/|搞笑 139 | 392b7ee345ae8f88b5c1df58c308c837|{'url': 'http://p1.pstatp.com/list/1bf40007b7a2da78b56d'}|http://toutiao.com/group/6427066276140548353/|科学 140 | 39514fcc6ec570dde699a89080d555fe|{'url': 'http://p1.pstatp.com/list/244800097ee0cb171b63'}|http://toutiao.com/group/6424179945253863681/|科技 141 | 3abd8d7dc02d391333dd73ed58dcd0e3|{'url': 'http://p3.pstatp.com/list/1bb900037500438643fb'}|http://toutiao.com/group/6404765998004781314/|搞笑 142 | 3ac67d33a1216d64354c2c7a7c9f26cd|{'url': 'http://p3.pstatp.com/list/249b001a6d37d92598a1'}|http://toutiao.com/group/6429893307056259330/|心理 143 | 3bb62f2a787bab141c61b4e7b9329150|#|http://toutiao.com/group/6430368712821309953/|旅游 144 | 3d3f355c59692b301609badc3b1678e1|#|http://toutiao.com/group/6430548752779821314/|科学 145 | 3d5ad774bf2d8bb704205ff171d384c0|#|http://toutiao.com/group/6430575783130956289/|故事 146 | 3d5e67c9a5085d549398616bb8fd6314|{'url': 'http://p1.pstatp.com/list/26e8000147267428d0d5'}|http://toutiao.com/group/6430389933902659842/|历史 147 | 3dc2e9dbb1985f1e452c00d70a282b65|{'url': 'http://p9.pstatp.com/list/18a300166a0753edd789'}|http://toutiao.com/group/6407969459952156930/|科技 148 | 3e3b5a9f0de95ff0e8eaf34b367a1a4a|{'url': 'http://p1.pstatp.com/list/2499002484c00f9ca8c6'}|http://toutiao.com/group/6430356384985907457/|育儿 149 | 3e780b9c92952269cd62b16410bec84c|{'url': 'http://p3.pstatp.com/list/26e0000544d64c7700e1'}|http://toutiao.com/group/6430577555132629250/|体育 150 | 3eb875c761467cf29f566c42bd073762|{'url': 'http://p3.pstatp.com/list/178000155ca848ea7c00'}|http://toutiao.com/group/6397737281084211458/|娱乐 151 | 3ee86f73aa1afbf8b5ff85710c5ed8a7|{'url': 'http://p3.pstatp.com/list/1a6d001a2349e78e9021'}|http://toutiao.com/group/6413161783304913153/|其它 152 | 3f8a6deeb7b2a4d457bd53c5640067bc|{'url': 'http://p3.pstatp.com/list/26e000031bed13003837'}|http://toutiao.com/group/6430035559658864897/|历史 153 | 3fe783a3ef4839b2544f8550aa9d59b7|{'url': 'http://p1.pstatp.com/list/242d00049fb08c005b56'}|http://toutiao.com/group/6428085946281558274/|时尚 154 | 40ad87057febff0e7aefa2e44cd29bae|{'url': 'http://p3.pstatp.com/list/19f10000d87f466ecde2'}|http://toutiao.com/group/6424716878472216834/|育儿 155 | 40dc2a686abfee174ad8175de487aa38|{'url': 'http://p3.pstatp.com/list/243a0000a673661a91d2'}|http://toutiao.com/group/6429265353523659009/|搞笑 156 | 4190ac8bba173f9c59a19f736b3d8df3|{'url': 'http://p3.pstatp.com/list/26e4000375f5da6a9e67'}|http://toutiao.com/group/6429780392190476546/|时尚 157 | 41c8cfcc52c80386d87254223fe4d8f9|{'url': 'http://p3.pstatp.com/list/19f500054aa65f689377'}|http://toutiao.com/group/6403114767006826754/|其它 158 | 41df9191078d8689b27956197deda1c3|#|http://toutiao.com/group/6430560052164280578/|国际 159 | 41ef6b7bf4341699afcfdd1800c82d91|{'url': 'http://p1.pstatp.com/list/190x124/1a6b0005494c2623d186'}|http://toutiao.com/group/6403702996697989377/|社会 160 | 422dccb6ea8a693d5e0c0e0d9fb25781|{'url': 'http://p3.pstatp.com/list/26ed000159b4e07a107c'}|http://toutiao.com/group/6430586565206425857/|娱乐 161 | 42ee5ef8730a1e4e1f0d832dc6ca8b4a|{'url': 'http://p1.pstatp.com/list/249b001e3d9daed2d5cf'}|http://toutiao.com/group/6430565920930087169/|历史 162 | 4424fa1c03ecad29f2034e243dd7e7af|{'url': 'http://p1.pstatp.com/list/24390000836a3c761c34'}|http://toutiao.com/group/6428349674939252994/|历史 163 | 452a3832c61178345fc462241a55522a|#|http://toutiao.com/group/6429314189098500354/|美食 164 | 45e128b85282d0f35a0d67dfa84d5a07|{'url': 'http://p1.pstatp.com/list/216f001e515fd98d60b4'}|http://toutiao.com/group/6430579250249122050/|汽车 165 | 46cb5b7e5e05f47d78d4538896ec9ca2|{'url': 'http://p3.pstatp.com/list/178100151e249c2a93f3'}|http://toutiao.com/group/6430316980829421825/|科技 166 | 47a84d4db60fe28065c92f91c006dcf4|{'url': 'http://p1.pstatp.com/list/1a6d000821d5dd8ee2f9'}|http://toutiao.com/group/6409065556472758529/|社会 167 | 48f299ba72fde1fe03a3ade7e094d1ca|{'url': 'http://p1.pstatp.com/list/190x124/18a20011c1a14b215603'}|http://toutiao.com/group/6400255685045993729/|社会 168 | 4982208c998233f84164992b2f777d01|#|http://toutiao.com/group/6397600671529812225/|育儿 169 | 49b431182d455046a7d01843724a3f96|#|http://toutiao.com/group/6322331905933132033/|故事 170 | 4b12bd2ae84035d1ad7c30727f6b7448|{'url': 'http://p3.pstatp.com/list/26ed0001d48456967cf7'}|http://toutiao.com/group/6430643669704425729/|美文 171 | 4b8ed1025bfd5a933b71c1cd1b75da56|{'url': 'http://p9.pstatp.com/list/249b001eab9888832659'}|http://toutiao.com/group/6429540570213974274/|汽车 172 | 4bf52ae1564590c80f0a2f79e82c78cd|{'url': 'http://p3.pstatp.com/list/17800001eef5c25a47c9'}|http://toutiao.com/group/6415475366277677313/|健康 173 | 4c3c360829b1bd9614909abf33867231|#|http://toutiao.com/group/6413651833924174081/|财经 174 | 4c6ec10b6d882717e2371515cc6994f2|#|http://toutiao.com/group/6430591595423105281/|视频 175 | 4c7628e4cd7c2f725834f4cabe35e1a1|{'url': 'http://p1.pstatp.com/list/19220003d50b75237717'}|http://toutiao.com/group/6399952406473965826/|历史 176 | 4d70a376ac1c13905076742de8f904f0|{'url': 'http://p3.pstatp.com/list/26e00004ba343367dd39'}|http://toutiao.com/group/6430413866141237506/|体育 177 | 4d8a7d1b84a4646006c162a753e83db7|{'url': 'http://p1.pstatp.com/list/243600017fa6c3c0e628'}|http://toutiao.com/group/6427990887033340162/|娱乐 178 | 4dd8287493b7af4f33929335aacc434c|{'url': 'http://p3.pstatp.com/list/26e90002dd11bf6ad230'}|http://toutiao.com/group/6430210433571684609/|故事 179 | 4de86546158db1d4fabc89cce03b9f5d|#|http://toutiao.com/group/24696899/|美文 180 | 4e0ccba5c627e3ba24ed45ddb71a39b7|#|http://toutiao.com/group/6429432221886579201/|健康 181 | 4e29589560190b72a56579c893043bf6|{'url': 'http://p3.pstatp.com/list/26e00004551c0754ac22'}|http://toutiao.com/group/6430352099859661057/|国际 182 | 4e38d3e9898beaeef4fcaee946c0ffb3|{'url': 'http://p3.pstatp.com/list/190x124/26e50003f340716de307'}|http://toutiao.com/group/6430399904162119937/|社会 183 | 4f861f73e427b1732aae5b86efcf5a31|#|http://toutiao.com/group/6425742432881049858/|财经 184 | 4fc463095f6bf05ff6211a16478cd8fa|#|http://toutiao.com/group/6430420650637607170/|军事 185 | 4fdad24aa4e700372bb67f7bbba6b00c|{'url': 'http://p3.pstatp.com/list/1bf5001d59e63f1dfb78'}|http://toutiao.com/group/6413447239749927170/|科技 186 | 50e10210c30163cc7864f654763de0e0|{'url': 'http://p9.pstatp.com/list/249a00194f08fdec62d6'}|http://toutiao.com/group/6428452790276653313/|美文 187 | 5107a7e538dd9c031b2386479936c6d9|{'url': 'http://p9.pstatp.com/list/24310001d2d827524900'}|http://toutiao.com/group/6430565275476738306/|汽车 188 | 53b411e7ecf4f044ab74410ea17ed65c|#|http://toutiao.com/group/6428939381590983169/|健康 189 | 549cef6e860a6cb66b3177bb612d4284|{'url': 'http://p3.pstatp.com/list/18a1001336d9bc9d8ddc'}|http://toutiao.com/group/6400602984451768577/|搞笑 190 | 54acfe6a47d39e1c5aa4dfe276ac1212|{'url': 'http://p1.pstatp.com/list/249b0016b61bbf8fac26'}|http://toutiao.com/group/6429178749983392001/|健康 191 | 54cf4981d6a065a45e46fe8e27b74b7e|{'url': 'http://p1.pstatp.com/list/22c700040a84546fb430'}|http://toutiao.com/group/6236737040642212353/|军事 192 | 54e8a51c34085dd732ecc49fdb14a7c9|{'url': 'http://p3.pstatp.com/list/26e9000058a7da268637'}|http://toutiao.com/group/6418406941521379586/|旅游 193 | 553c404dc58ae0b18fa33dde40a23579|{'url': 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'http://p1.pstatp.com/list/26eb000050da1ebe7e8c'}|http://toutiao.com/group/6430352907611406593/|故事 208 | 5c905eb1a2fbbee1b86874d142b30c38|{'url': 'http://p3.pstatp.com/list/216c0003ae0fdbac4abd'}|http://toutiao.com/group/6429649332730855681/|健康 209 | 5d213a063d9af7bf08fea3540b13d11d|{'url': 'http://p9.pstatp.com/list/26cd0007d11b2a135a01'}|http://toutiao.com/group/6430551517431218433/|军事 210 | 5de015f0d55ed9db6e5a8ac74a5d639f|{'url': 'http://p1.pstatp.com/list/1dbc0000b50afdd6bd9f'}|http://toutiao.com/group/6413325326805942529/|军事 211 | 5e10a13d0dc0f5f370890bcd39b2b786|#|http://toutiao.com/group/6405409588900282626/|视频 212 | 5e56d43814311a99c3923052fdf79148|{'url': 'http://p3.pstatp.com/list/24390003302747ec5e7e'}|http://toutiao.com/group/6428553249716486401/|健康 213 | 5e7587e0a4f2069133433aa8a28e0233|{'url': 'http://p9.pstatp.com/list/216c000998d513372164'}|http://toutiao.com/group/6429157726357553409/|健康 214 | 5ece9eba4d8e21932b3bc268c3d2cbde|#|http://toutiao.com/group/6430375972143317249/|科技 215 | 5f29b0a5ff994ff58ef35c4803cd24b0|{'url': 'http://p1.pstatp.com/list/244b000e4dfcd7185d06'}|http://toutiao.com/group/6428661196622315777/|时尚 216 | 601e9551c990ac8002d448e8e4539680|{'url': 'http://p1.pstatp.com/list/26e10000b4ad13f7afff'}|http://toutiao.com/group/6429200749167509762/|体育 217 | 60282752706035ff3e139306db4c1f10|#|http://toutiao.com/group/6425734947574645249/|汽车 218 | 618a9f02d00962477638dfc710bb56ac|{'url': 'http://p3.pstatp.com/list/26eb000130f77b82bea4'}|http://toutiao.com/group/6429935972045324546/|时尚 219 | 61f37b9b08f182433a3df2fcedd4533d|{'url': 'http://p3.pstatp.com/list/1a6e00045234e5eac0b7'}|http://toutiao.com/group/6405708865240924417/|体育 220 | 620db55f44f6a4c1fcf458a037a47c22|{'url': 'http://p3.pstatp.com/list/26e7000510dd3075653f'}|http://toutiao.com/group/6430048403086999809/|搞笑 221 | 6230e3519a7182e7e05ed12f4b64997e|#|http://toutiao.com/group/6403228720722608642/|科学 222 | 624336d750569181518f3f55c879c62c|{'url': 'http://p3.pstatp.com/list/1af100013652b9dacf91'}|http://toutiao.com/group/6405063494345736450/|娱乐 223 | 63a99dc5eb6fb1cdd9b79a9008b58672|#|http://toutiao.com/group/6430222488010211585/|科技 224 | 6452d4c75fe8d2bd918fbe03d8eb5d88|{'url': 'http://p9.pstatp.com/list/2448000b8e33fbdc04c2'}|http://toutiao.com/group/6428497976398840065/|旅游 225 | 64ad3f8a416b8b7942a8d626b8cba412|{'url': 'http://p9.pstatp.com/list/213c00064c4b2b3cff5a'}|http://toutiao.com/group/6430406565430821121/|搞笑 226 | 64f7479c91937d6b36bee5f3a566c2a1|#|http://toutiao.com/group/6429117039159361793/|旅游 227 | 655d2d2355b3a5a8250c1a8110ab5bb2|{'url': 'http://p3.pstatp.com/list/1bf6000133268c7905b3'}|http://toutiao.com/group/6408028856364253442/|社会 228 | 670d3d0603450b28166db26dde705f2c|{'url': 'http://p3.pstatp.com/list/2434000474f4bacfc1a8'}|http://toutiao.com/group/6428916433678450946/|健康 229 | 67b1ffeaaed1d98f1275b36bb48ae7c2|{'url': 'http://p3.pstatp.com/list/1a6a00077339cf88856e'}|http://toutiao.com/group/6429584754210767105/|养生 230 | 67bbec61b20dadea2736a82e1b3b768a|{'url': 'http://p3.pstatp.com/list/26c6000d2605930070f1'}|http://toutiao.com/group/6429499607252566274/|娱乐 231 | 67c4380e2fbf33dbfbb6bfa068aedd9f|{'url': 'http://p3.pstatp.com/list/26e700041a851b959203'}|http://toutiao.com/group/6429899433420275970/|健康 232 | 6837ca34eb5ad52ef2b6b2d20a866cb2|{'url': 'http://p9.pstatp.com/list/192700039e06c4759549'}|http://toutiao.com/group/6399979927794843905/|育儿 233 | 68c4abcee78a9a86b7e527afdabaa490|{'url': 'http://p1.pstatp.com/list/26e60005d8af2637024e'}|http://toutiao.com/group/6430280880132915457/|科技 234 | 691f60feebc6c04ad67cb2e722f1e717|{'url': 'http://p3.pstatp.com/list/26e10005c624355f4b39'}|http://toutiao.com/group/6430018006365667586/|搞笑 235 | 6951154eed94c46ba61f8f9cd3b7f2be|#|http://toutiao.com/group/6430523727011840257/|国际 236 | 69b1cdbddaec8cd913a7d3aba65480f7|{'url': 'http://p3.pstatp.com/list/2438000432ffb479bb46'}|http://toutiao.com/group/6429188281388826882/|健康 237 | 6a2554e07837efa32cafde3b1ecf6589|{'url': 'http://p3.pstatp.com/list/216b0023d171f1248a41'}|http://toutiao.com/group/6422865377172128002/|健康 238 | 6a83498e0a03914934ef2f359ad9f93b|{'url': 'http://p9.pstatp.com/list/22d400016aaa43e23232'}|http://toutiao.com/group/6424609699824189698/|故事 239 | 6b0aaec860ff55f50c0f10f85dae862c|{'url': 'http://p1.pstatp.com/list/26e00000aa7fbd3ca26a'}|http://toutiao.com/group/6429625145958121729/|旅游 240 | 6befff6400f94eff55cedad6056c36a1|{'url': 'http://p1.pstatp.com/list/26e50001467c9e9b0fff'}|http://toutiao.com/group/6429881419614716162/|搞笑 241 | 6bff1acac2289099a1760c33cf79a828|{'url': 'http://p1.pstatp.com/list/1bf50007d79977c879ac'}|http://toutiao.com/group/6409062965312848129/|国际 242 | 6c436e449f3d5d2ef6a4fb960fdefa33|{'url': 'http://p3.pstatp.com/list/18a1000b48555f549f21'}|http://toutiao.com/group/6398493388061409538/|体育 243 | 6c6ec92f60de44b1327c47f6602c52f0|{'url': 'http://p1.pstatp.com/list/24990025999a0c711336'}|http://toutiao.com/group/6430586358011527426/|社会 244 | 6dadee1c7ef2072a1fd1c58630ba5e71|#|http://toutiao.com/group/6429234026242392321/|时尚 245 | 6e252bd23f1abe9571d5b5157c1ef4a6|{'url': 'http://p3.pstatp.com/list/190x124/21340001766ec2f361a1'}|http://toutiao.com/group/6420528024495948034/|国际 246 | 6e628f4044c5435ae806eab5d42f3be9|{'url': 'http://p9.pstatp.com/list/1781000b5294692390c0'}|http://toutiao.com/group/6429586197835677953/|汽车 247 | 6e74afec17ea265e0f7014dd6d4ac88d|{'url': 'http://p3.pstatp.com/list/190x124/18a1000d0c2621248cdf'}|http://toutiao.com/group/6399051606852567298/|国际 248 | 6e971cdc4a131ec2ee746125690105a8|{'url': 'http://p9.pstatp.com/list/26e800017205065eb57a'}|http://toutiao.com/group/6430436831170593026/|游戏 249 | 6f2b0b16ddd4fa04be4913017f3bbe27|{'url': 'http://p9.pstatp.com/list/22cf000609b8f2990aa5'}|http://toutiao.com/group/6424340079150629122/|体育 250 | 6f3bffe82d2ec57757a8a1f4c0061411|{'url': 'http://p3.pstatp.com/list/216e001d8a7ed4685956'}|http://toutiao.com/group/6429666700169314562/|健康 251 | 6f4bcce3469e2992daaa55ea217e644c|{'url': 'http://p9.pstatp.com/list/26e500008ba064cf8bde'}|http://toutiao.com/group/6430419358568268033/|育儿 252 | 6f731b56d301924b258cc4c9c55a1abd|#|http://toutiao.com/group/6429158419717947906/|健康 253 | 702951f92df29e375eafd78121b52593|{'url': 'http://p9.pstatp.com/list/26e000010e53c0012906'}|http://toutiao.com/group/6430132238301577474/|搞笑 254 | 708027105f3a2864148f95e478b4e2dd|{'url': 'http://p3.pstatp.com/list/26ea0000d0a3e3e56b19'}|http://toutiao.com/group/6430494351142977794/|体育 255 | 70891b6c30acf4a8f2ac97ccb8e1694c|#|http://toutiao.com/group/6412708748536856833/|视频 256 | 7136319ecf40eda9779f7b451bafaa59|{'url': 'http://p1.pstatp.com/list/19960009facbe55b5ccc'}|http://toutiao.com/group/6399506282940891393/|育儿 257 | 7164790956f3d6d31a5dc9973c82c95c|{'url': 'http://p3.pstatp.com/list/1dcb000936f36ff12bd7'}|http://toutiao.com/group/6415098789853397505/|体育 258 | 71bb5e4ae27ef8d604f96317959bb817|{'url': 'http://p3.pstatp.com/list/26c50000bf91dbd88c27'}|http://toutiao.com/group/6428712738005401858/|美文 259 | 71c00624b749b1af5c86cf2dcb20cccf|#|http://toutiao.com/group/6430426775255253505/|娱乐 260 | 7344a835c6b6d9beaabbe3118a1df107|{'url': 'http://p3.pstatp.com/list/26ea00019826dbae4cf7'}|http://toutiao.com/group/6430602757657657602/|育儿 261 | 737c0c40a318439039e109230f69ce9f|{'url': 'http://p3.pstatp.com/list/190x124/1bf700187e3ea545d461'}|http://toutiao.com/group/6424248150807429378/|国际 262 | 740642a00ea961eac201b91864424ea5|{'url': 'http://p1.pstatp.com/list/26e800017a804e46f3ef'}|http://toutiao.com/group/6430514166666297602/|游戏 263 | 74af9375af3891e3b53874d44e5582e5|{'url': 'http://p1.pstatp.com/list/242b000551704a617bb7'}|http://toutiao.com/group/6427055602451087618/|育儿 264 | 74b02ad84a0d82a32bada8c15a9b9cfa|{'url': 'http://p1.pstatp.com/list/26ed00006dd0faeb2a8b'}|http://toutiao.com/group/6430385784633950465/|搞笑 265 | 74ec2e78c22af6cc4593bd401f57210f|{'url': 'http://p1.pstatp.com/list/18a50007dcecbba998e1'}|http://toutiao.com/group/6397605720460312834/|体育 266 | 75ed62c7c63352fbe200838e951358f9|{'url': 'http://p3.pstatp.com/list/243800052c7039b19c89'}|http://toutiao.com/group/6429383273533784322/|旅游 267 | 761081a763b8e145fc88f56b7df39fd7|{'url': 'http://p3.pstatp.com/list/26eb0000dc478f0e9658'}|http://toutiao.com/group/6430452339241500929/|娱乐 268 | 76a1f7079b51e7cd24f92cdce05354f8|{'url': 'http://p3.pstatp.com/list/26e200005895f8f86c9e'}|http://toutiao.com/group/6405707991329652994/|健康 269 | 76c54cd6afcf91c7f802e55cf6791a9e|{'url': 'http://p3.pstatp.com/list/26e900024c6408d581ed'}|http://toutiao.com/group/6430015535517417729/|故事 270 | 76d84565a4f56c061605880558435a0e|{'url': 'http://p3.pstatp.com/list/1a6e0001280a341cf287'}|http://toutiao.com/group/6403919771305984257/|娱乐 271 | 7791d41df37193e6f0776572d29cfeac|#|http://toutiao.com/group/6430463358050369793/|财经 272 | 7865a21b1d27ff878fd17bc2a9475dfc|{'url': 'http://p1.pstatp.com/list/190x124/18a40005d76059ee066f'}|http://toutiao.com/group/6398030086238699777/|国际 273 | 78fd1cee193d4c8299f234b1bf01d7e8|#|http://toutiao.com/group/6419979939080110338/|三农 274 | 7a12c3f9b0232066c23dc114e09459b2|{'url': 'http://p3.pstatp.com/list/1dcc00025affd772faf0'}|http://toutiao.com/group/6413218744641782274/|娱乐 275 | 7a4569febe04af757385ad5b747d4b70|{'url': 'http://p3.pstatp.com/list/1bf400119f545e6ae103'}|http://toutiao.com/group/6420276225813512450/|文化 276 | 7a533bab4d13acae6e6de834e0e4c08f|{'url': 'http://p3.pstatp.com/list/190x124/249a002596338bce5fbf'}|http://toutiao.com/group/6430588074253992193/|时尚 277 | 7a57dff216433416bc1939e660e1b42d|{'url': 'http://p3.pstatp.com/list/22c9000627496c2ce23a'}|http://toutiao.com/group/6423898987594350849/|故事 278 | 7aa45d369397f89c2691b85d1ae2da91|{'url': 'http://p1.pstatp.com/list/26ed0000614e3b1cc29f'}|http://toutiao.com/group/6430418544898785538/|美文 279 | 7bd7ef94b99c2955c61771686a72afe6|{'url': 'http://p3.pstatp.com/list/16ab0016a7ae550bd7b2'}|http://toutiao.com/group/6415022758861734145/|社会 280 | 7c3fda66c55054314e56606ff22eb1af|{'url': 'http://p9.pstatp.com/list/1dcd000ce7fccb2ed708'}|http://toutiao.com/group/6420580883489767681/|体育 281 | 7c6af2edb7af3bfdb8fd4652bf58c9dd|{'url': 'http://p9.pstatp.com/list/26eb00003455fdc01a18'}|http://toutiao.com/group/6430331127399956738/|育儿 282 | 7cb0bb859198e3523b3f748e834010ac|{'url': 'http://p1.pstatp.com/list/249b001cb17547cf968b'}|http://toutiao.com/group/6285977587038552577/|汽车 283 | 7ce68f144f57cca7bbd1a46aaf0eb906|{'url': 'http://p1.pstatp.com/list/f730006bfee6e891951'}|http://toutiao.com/group/6418433161495412993/|汽车 284 | 7ced5d96c2d1c017e70b17adaa37394f|{'url': 'http://p1.pstatp.com/list/216f0015f96d89f3aa8d'}|http://toutiao.com/group/6429136011661541634/|健康 285 | 7d16c7cdf329df508c683134857fb711|#|http://toutiao.com/group/6429273463752835330/|健康 286 | 7d6b7603a1eae8543bf9595d0ca171dc|{'url': 'http://p3.pstatp.com/list/249900205897f917a574'}|http://toutiao.com/group/6429628842838589698/|时尚 287 | 7da885c1826319f9c382cbdb1c153ef1|{'url': 'http://p1.pstatp.com/list/190x124/26d100009ee0b77e34d9'}|http://toutiao.com/group/6429953158059933953/|社会 288 | 7f2ffcc882a15c493d32118a34b6800f|#|http://toutiao.com/group/6428724257262534914/|育儿 289 | 7f802f3f81ed1e063e1fc66088ea92c2|{'url': 'http://p3.pstatp.com/list/1bf700209a94e22064cc'}|http://toutiao.com/group/6419625736907079938/|汽车 290 | 7f8da963c30f0172b9aad6bfab1fd28c|{'url': 'http://p3.pstatp.com/list/26e900042bd263d28e7e'}|http://toutiao.com/group/6430531555562963201/|搞笑 291 | 7fb7aa55b21fb601ee5dae72e2c9aa69|{'url': 'http://p1.pstatp.com/list/26e50003ee04e2109ef1'}|http://toutiao.com/group/6420290223023849729/|健康 292 | 7fe77165885c06f30e8024d7c36cef21|{'url': 'http://p3.pstatp.com/list/26ed000176f9af50ff0c'}|http://toutiao.com/group/6430596381241377025/|体育 293 | 806381a668d33630d179434cd4198c01|#|http://toutiao.com/group/6412494119990509825/|军事 294 | 80953a9b1bee84992edd26950e583c0b|{'url': 'http://p1.pstatp.com/list/1dcb0019114c50edf6c0'}|http://toutiao.com/group/6417394492488024322/|娱乐 295 | 80db822e863fedcb8f4d4c2c9e64d0ed|{'url': 'http://p3.pstatp.com/list/244b0009e689ced9af6c'}|http://toutiao.com/group/6425592763274871041/|财经 296 | 8106d3db4d400ab35344606757c8c48c|{'url': 'http://p3.pstatp.com/list/24350005da06fdf69c64'}|http://toutiao.com/group/6430479374889844994/|旅游 297 | 81aea434fcee251b17d067348b2c8474|{'url': 'http://p3.pstatp.com/list/242a00019cd003995a8e'}|http://toutiao.com/group/6426493179717976321/|故事 298 | 81c8cf0e41727b781c28c8abe8a42905|{'url': 'http://p9.pstatp.com/list/1a6c0006edb34aa1486e'}|http://toutiao.com/group/6416119612589048066/|汽车 299 | 8331c058ba93c457e462906c2c66a361|{'url': 'http://p1.pstatp.com/list/26e500029f5408b2704a'}|http://toutiao.com/group/6430180159852675330/|健康 300 | 833d8fd1ff7e7dcf2b88c3c47627f4af|{'url': 'http://p3.pstatp.com/list/1a6e000306e40ab2498f'}|http://toutiao.com/group/6405037281463255298/|娱乐 301 | 83f953090ccee79272acd2c45b8b5377|{'url': 'http://p1.pstatp.com/list/26ed0001af9f2d24229d'}|http://toutiao.com/group/6430626418782109953/|军事 302 | 84207f4eba061e974278a9a27245cb9f|{'url': 'http://p3.pstatp.com/list/178200103151780d2970'}|http://toutiao.com/group/6403926537338355969/|社会 303 | 84c46fcb3162fa5d24571c77c69bf39c|{'url': 'http://p3.pstatp.com/list/190x124/26e2000188aad8394a83'}|http://toutiao.com/group/6428892352571572481/|国际 304 | 852327360be84e681dac81d588cc0413|{'url': 'http://p1.pstatp.com/list/e490006a86dc28bfded'}|http://toutiao.com/group/6330106767619391745/|其它 305 | 857d3d38c7c3e90bb1aaf95855977183|{'url': 'http://p1.pstatp.com/list/26e800015bf1617c8538'}|http://toutiao.com/group/6430409007509422338/|科技 306 | 85e06d54b99d4568464029db7b5caba5|{'url': 'http://p3.pstatp.com/list/18a5000d4267366d565b'}|http://toutiao.com/group/6427724472890949890/|美食 307 | 87da4254aca8efa0bfbd2e5ea48c4ede|{'url': 'http://p3.pstatp.com/list/1c5f00038c282558036b'}|http://toutiao.com/group/6410262163575111938/|科技 308 | 894b8bf8735ad3f72563bd0620f7657c|{'url': 'http://p1.pstatp.com/list/26e80002a64f0ae0e193'}|http://toutiao.com/group/6430645494351511809/|科学 309 | 8ab453736e586483c2ac09b3c14f7b7f|{'url': 'http://p9.pstatp.com/list/26ed0000b32df65523bc'}|http://toutiao.com/group/6430426322766741762/|搞笑 310 | 8b55e119152472f9e49f48790a0135f0|{'url': 'http://p1.pstatp.com/list/26eb0001072e2f41521e'}|http://toutiao.com/group/6430563788558860546/|搞笑 311 | 8c162a92788f0e0cfccc286cae29163f|{'url': 'http://p3.pstatp.com/list/1dbf0002b8200be5f35f'}|http://toutiao.com/group/6414449839547908354/|娱乐 312 | 8c8f2a240d066cd154fec51d7add4149|#|http://toutiao.com/group/6429538831926558978/|美文 313 | 8ca352f6c584eca3c66db57389e28572|{'url': 'http://p1.pstatp.com/list/243900053749fd18e77b'}|http://toutiao.com/group/6428898415673770242/|时尚 314 | 8d25a0f0cda2e632319c6c40e4371436|#|http://toutiao.com/group/6399085292875792642/|财经 315 | 8d8ce76023ca5522871cf694e7952595|{'url': 'http://p3.pstatp.com/list/1af90001079f12e50af1'}|http://toutiao.com/group/6405052292994695682/|搞笑 316 | 8de1fb75913cc613249e4d85acd5b806|{'url': 'http://p1.pstatp.com/list/12320016f98cf65c854e'}|http://toutiao.com/group/6430265079349903618/|历史 317 | 8df05c6f0c868ef3b6b074ea914cae19|{'url': 'http://p1.pstatp.com/list/18a400065a436b00d9ec'}|http://toutiao.com/group/6398082442410410242/|历史 318 | 8e28f4df67b010ea532af4a5c641e8c5|#|http://toutiao.com/group/6428372035985998081/|娱乐 319 | 8e809eb3c922614c84f102978ce4a089|{'url': 'http://p9.pstatp.com/list/1a6d001471261c31e5b8'}|http://toutiao.com/group/6311602170537967873/|科技 320 | 8e89d064ec3bb5d57c065ee4116a63f1|#|http://toutiao.com/group/6421350003729727745/|视频 321 | 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95b1198b58c0ac9c53dd742286fad188|{'url': 'http://p3.pstatp.com/list/190x124/26e0000139c686ae678a'}|http://toutiao.com/group/6430190632697921793/|科学 329 | 97b49e9e5b3d699c11577e09a4156ad5|#|http://toutiao.com/group/6392709071502147842/|故事 330 | 97c7f9ded615bfee5dcb7db7364dd2c7|{'url': 'http://p1.pstatp.com/list/24360005cb81e344c6c7'}|http://toutiao.com/group/6428523483177222401/|情感 331 | 981b323d7a730878f1f4bfac691e609a|{'url': 'http://p1.pstatp.com/list/22ba0003919da8ebb843'}|http://toutiao.com/group/6423444918384460033/|科技 332 | 98ff4d6bf4bdddc99baf821b18608b7d|#|http://toutiao.com/group/6291235967094669570/|故事 333 | 99b4a9088c10acbc648e20021c7c1415|{'url': 'http://p3.pstatp.com/list/26e10000b8bb46e22725'}|http://toutiao.com/group/6429201601031225601/|美文 334 | 9a106cf11164f41e5a2e3559282cd2ec|{'url': 'http://p3.pstatp.com/list/2435000262f7a9132649'}|http://toutiao.com/group/6428337019201700097/|时尚 335 | 9a8c2026d9a32423acdee1d5757d7b4e|{'url': 'http://p3.pstatp.com/list/26e70003046542844a42'}|http://toutiao.com/group/6429659286134063362/|育儿 336 | 9a9ff3f0c60a3abc92bc0c77b67ede28|{'url': 'http://p1.pstatp.com/list/243b0004c009ac239bb4'}|http://toutiao.com/group/6429091480476647682/|时尚 337 | 9ae446510343d4c75c453ff82a7c8c7e|#|http://toutiao.com/group/6428135715641508098/|视频 338 | 9b1aef1cea9a5a1e34eef80e0dc33f02|#|http://toutiao.com/group/6428443074359198209/|科学 339 | 9bdcf70b589a9b8e983cf747c8269a85|#|http://toutiao.com/group/6430591457325564162/|科技 340 | 9cc4de29def71f1e962e4f683d6e13a5|{'url': 'http://p3.pstatp.com/list/26e50003796087395f4a'}|http://toutiao.com/group/6430314983096484097/|体育 341 | 9d67d5992a52ceb7632cab0640e0c1ed|{'url': 'http://p1.pstatp.com/list/1bf6000092da0f9c67c4'}|http://toutiao.com/group/6407904150646898946/|体育 342 | 9db01465b25d4af5c5ad92c2fefdaf24|{'url': 'http://p3.pstatp.com/list/26e9000383f8575e47ce'}|http://toutiao.com/group/6430318598396313858/|搞笑 343 | 9dbaab53477e5958a6a456319250fb3b|{'url': 'http://p3.pstatp.com/list/216b002742ef74b915ee'}|http://toutiao.com/group/6423624591389753601/|其它 344 | 9dc8a7cb275effda0dfc772202c4c0d5|#|http://toutiao.com/group/6429216778412360194/|科学 345 | 9f0a07b4af3b25b9ee51efa1f9e9900f|{'url': 'http://p9.pstatp.com/list/216e00029ae17b0e1245'}|http://toutiao.com/group/6420149579480236290/|军事 346 | 9f41f0ef961dab7b6c1f7fcb35791238|{'url': 'http://p3.pstatp.com/list/249a00177d605a246a0b'}|http://toutiao.com/group/6427725520397402370/|健康 347 | 9f50dd6b9fec1c9ac17c8ba1cf2a7d3a|#|http://toutiao.com/group/6420559636880949762/|视频 348 | 9fab95c7b2cae7f29903414675701541|{'url': 'http://p3.pstatp.com/list/26e80000fd215bee7811'}|http://toutiao.com/group/6430347216297132289/|美文 349 | a043b580e904232ed0d213de9b2edef2|#|http://toutiao.com/group/6430506554138657026/|军事 350 | a094fdf0c23944f7359e7ba72ffeb0c5|{'url': 'http://p9.pstatp.com/list/26e400009997633c6455'}|http://toutiao.com/group/6429279532348031234/|旅游 351 | a0b24898dbb83fa17712c2e4bad2c2f2|{'url': 'http://p3.pstatp.com/list/1dcf001f98caa24594b4'}|http://toutiao.com/group/6425117369789579522/|社会 352 | a1abd5035f97fc0b8394ba5dc553626d|#|http://toutiao.com/group/6423283483593933058/|故事 353 | a1d772736b2070d0b04e396f68a10500|{'url': 'http://p3.pstatp.com/list/1b740000fb15542161f0'}|http://toutiao.com/group/6415942272299548930/|汽车 354 | a2afc742324eea50ec63b05dd6a7bcfd|{'url': 'http://p1.pstatp.com/list/216c00083a164a350aa3'}|http://toutiao.com/group/6424304550416482562/|娱乐 355 | a2f6f7771abac690e33e22e99a95662e|{'url': 'http://p3.pstatp.com/list/1bf7000bb9ee5d570fb9'}|http://toutiao.com/group/6416518750173921793/|体育 356 | a3062495f8440adacf5a7deab021f5bd|#|http://toutiao.com/group/6430568475105902850/|科技 357 | a3fa7b5ee583fee4891e58b4e51f83b8|{'url': 'http://p3.pstatp.com/list/216d001aa3bbfd1ed151'}|http://toutiao.com/group/6422144260338696449/|汽车 358 | a48eafa8e6cad08b98ddb91c5cdaadd9|{'url': 'http://p9.pstatp.com/list/19160004017e1ab717d8'}|http://toutiao.com/group/6397533444646453505/|搞笑 359 | a4abea70b5f0ce4041e13e6b8547b1d6|{'url': 'http://p9.pstatp.com/list/2499001131074f1629d2'}|http://toutiao.com/group/6430582968326029570/|社会 360 | a4dbbcc2842a7f69faed3d83b2fe63c4|{'url': 'http://p3.pstatp.com/list/26e50004103027b61f68'}|http://toutiao.com/group/6430418509364707586/|科技 361 | a55de50d21c18e0d5b0f3e0d8fb84637|{'url': 'http://p9.pstatp.com/list/190x124/26e60005e4f671541231'}|http://toutiao.com/group/6430285098349216002/|娱乐 362 | a5aa7b3ce9cce3fad3a9896365ec7041|{'url': 'http://p3.pstatp.com/list/243400049806196d035f'}|http://toutiao.com/group/6429036799854936322/|故事 363 | a65c53d95e042aa1d0ecacaf91bef137|#|http://toutiao.com/group/6399432533360247042/|视频 364 | a88809b154db48372ea8df6d7e0e1183|{'url': 'http://p3.pstatp.com/list/26e8000158a937e94e8a'}|http://toutiao.com/group/6430399722805346561/|故事 365 | a8a674ea536a368bd3c30bc5509ce443|{'url': 'http://p3.pstatp.com/list/26e20001f2066822ec85'}|http://toutiao.com/group/6429028925946986754/|故事 366 | a8d9a46a160207d06477df184d710bf9|{'url': 'http://p1.pstatp.com/list/26eb000207fc55174ecb'}|http://toutiao.com/group/6430651932297232641/|军事 367 | a95bcf9a3fc935194fe2da3526b20189|#|http://toutiao.com/group/6397648961831026946/|娱乐 368 | a9a7286d807172fb8565258e433d028c|{'url': 'http://p1.pstatp.com/list/26e00001be0318a0a2e0'}|http://toutiao.com/group/6429837572424859906/|故事 369 | aa0135082b01ae00bd439772955c55f5|{'url': 'http://p3.pstatp.com/list/26e600056f431df10f67'}|http://toutiao.com/group/6429965688492278017/|时尚 370 | aa0a67628ac2e2dd25afc5ac53f50a2e|#|http://toutiao.com/group/6429452018418450945/|科学 371 | aaef518fdb6d6105b1056c1650ec56fd|{'url': 'http://p1.pstatp.com/list/216f001e36350a28d6e9'}|http://toutiao.com/group/6430563328157810945/|社会 372 | aaf98a073ff6aee54ac4f52297849c0e|{'url': 'http://p1.pstatp.com/list/ef4001a4b235df8c29e'}|http://toutiao.com/group/6359723797280456961/|体育 373 | ab0077b0f13267f78434b05687f0f2ce|{'url': 'http://p9.pstatp.com/list/1c6300054924f8ffd15d'}|http://toutiao.com/group/6411466184713044481/|历史 374 | ab5b77ee7723d21d3cfd5a0fa0c66651|#|http://toutiao.com/group/6429856002745827585/|健康 375 | ab93c0059f7ef484b4b3018d0ed2f072|{'url': 'http://p1.pstatp.com/list/249b0012287c08aaffe9'}|http://toutiao.com/group/6429089773469565186/|科学 376 | abbb9a1623280c349fc86757992a255f|{'url': 'http://p3.pstatp.com/list/26ea00005cb3129c6a69'}|http://toutiao.com/group/6430349173389050113/|财经 377 | abc995b6fcd1e6f148431dc6a1f48a75|{'url': 'http://p3.pstatp.com/list/1bf40002b0caeab3b3d4'}|http://toutiao.com/group/6407939340869173505/|军事 378 | abfd77ebed2df012ef7cc9571a24c2d1|#|http://toutiao.com/group/6430574468125049089/|财经 379 | ace10351f203212f7d595766d7218fff|{'url': 'http://p1.pstatp.com/list/243b00041a7df9538ac5'}|http://toutiao.com/group/6430610393344868610/|搞笑 380 | addaa1abe212c8324585acbff88390d8|{'url': 'http://p3.pstatp.com/list/26e000035a7398ad3579'}|http://toutiao.com/group/6430189760450904322/|游戏 381 | ae20089ce1d508b3b3c3eb9fdaedea1a|{'url': 'http://p3.pstatp.com/list/26e40003328a9425b136'}|http://toutiao.com/group/6430132444880306434/|搞笑 382 | ae5024abf37275832514e804e6cbcd38|{'url': 'http://p1.pstatp.com/list/18a40018226e6e18052d'}|http://toutiao.com/group/6402825821379821825/|搞笑 383 | aecccfdd95d92e1a1459758f1aada25b|{'url': 'http://p3.pstatp.com/list/26e40004b910884577e4'}|http://toutiao.com/group/6430174303359205634/|搞笑 384 | aeda13e5eabd8f69ef2b2728a2e42df6|{'url': 'http://p3.pstatp.com/list/190x124/1a6e000442885f466f0c'}|http://toutiao.com/group/6405688673521975554/|国际 385 | af02a46b324d7a0f79e6ce73ba91f7b4|{'url': 'http://p3.pstatp.com/list/1c6d00063895f912a2f1'}|http://toutiao.com/group/6413180106483384578/|搞笑 386 | 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'http://p9.pstatp.com/list/26e5000522e39608f285'}|http://toutiao.com/group/6430646239831277825/|游戏 393 | b4d5302a934517fcb883926dc5d6cac9|{'url': 'http://p9.pstatp.com/list/26eb0000f6cbb9726bd6'}|http://toutiao.com/group/6430556297086746881/|军事 394 | b4fa095720fc977c8f9eff0af27dac19|{'url': 'http://p3.pstatp.com/list/18a1001895a26045922c'}|http://toutiao.com/group/6419942787394830594/|社会 395 | b55cf09fc3f68a7804e8a9376f5a115b|{'url': 'http://p1.pstatp.com/list/216e002450663f35af65'}|http://toutiao.com/group/6423716346571260162/|科技 396 | b5dce90202f05f117fafa9c4caff854b|{'url': 'http://p1.pstatp.com/list/26e10004de3e4490a373'}|http://toutiao.com/group/6430245407225577730/|时尚 397 | b5ef7e00b35a97549f9b35a89fda2258|{'url': 'http://p3.pstatp.com/list/26e800020b9e649e7144'}|http://toutiao.com/group/6430585330395988225/|科学 398 | b5f1d1a3d400f61d25d27af527f253fc|{'url': 'http://p1.pstatp.com/list/1bf6001e5844f47ab845'}|http://toutiao.com/group/6414345183311921410/|搞笑 399 | b628eda1810ce4a8eb2e7400a93593fd|{'url': 'http://p3.pstatp.com/list/1dcb000508474a12d30b'}|http://toutiao.com/group/6429934651392917761/|养生 400 | b6c56be4e6202572f0d3999e5557fc14|{'url': 'http://p1.pstatp.com/list/190x124/26cd0007b018555809c3'}|http://toutiao.com/group/6430559135729254658/|国际 401 | b717fa05ec3f6f17d5c79355df110ba3|{'url': 'http://p3.pstatp.com/list/18a4000a3f64cdd9879b'}|http://toutiao.com/group/6399364641008681218/|社会 402 | b73a89f2c6d04b7f2e78b2a83b7db773|#|http://toutiao.com/group/6430498658160771330/|财经 403 | b7adc85036d1e8d175e8173d826dcdad|{'url': 'http://p3.pstatp.com/list/249b001e8a454f81e471'}|http://toutiao.com/group/6430610245831721217/|搞笑 404 | b7c27703e487c6f740cd1b02fdbe05f3|#|http://toutiao.com/group/6430504075935269121/|国际 405 | b7d8a7fe56dc7b98a04b6157a9e207d0|{'url': 'http://p3.pstatp.com/list/1af400023adc71f97b0d'}|http://toutiao.com/group/6404985941463630082/|军事 406 | b84aaeb0dbda934ffcde34a418985be2|{'url': 'http://p3.pstatp.com/list/24990019d73d36f84647'}|http://toutiao.com/group/6428520428444893441/|美文 407 | b8be8bbb031d6b9d4b145f0f2248aa33|{'url': 'http://p1.pstatp.com/list/190x124/1b7e00057cddb0677be8'}|http://toutiao.com/group/6408056269764083970/|三农 408 | b8df9d383ac9e57e6257f608de6920f7|{'url': 'http://p3.pstatp.com/list/18a30005ada97b0605d6'}|http://toutiao.com/group/6397608791110533377/|搞笑 409 | b8f42607320aa90e0089d0d35f2508dc|{'url': 'http://p3.pstatp.com/list/190x124/242d00012e81ad67bad9'}|http://toutiao.com/group/6427379933613392386/|旅游 410 | b9cebf2c8bf8fcd738e2cccfdb1d6ed2|{'url': 'http://p1.pstatp.com/list/243b00017f02983012cb'}|http://toutiao.com/group/6428527961586352386/|美文 411 | bae95c62d13905627f70afd8b90fb3da|{'url': 'http://p3.pstatp.com/list/26c80004c2956f23a6fb'}|http://toutiao.com/group/6429370942345986305/|国际 412 | bb3a5691419b23294cb4c5beff4961ee|{'url': 'http://p9.pstatp.com/list/190x124/1dcc000ae5702455e3bd'}|http://toutiao.com/group/6415394935658447106/|娱乐 413 | bb4e9ffbe1a3b3c8b64bd5fe8a80030c|{'url': 'http://p1.pstatp.com/list/26eb0000ae04bffd3a84'}|http://toutiao.com/group/6430411714541764866/|搞笑 414 | bb53eb2ab7714b907f04b85edb0700a5|{'url': 'http://p1.pstatp.com/list/168600077629e5fa16bf'}|http://toutiao.com/group/6430622631229980930/|搞笑 415 | bb89599c06ed297f03eaeb6f5e88a8b8|{'url': 'http://p3.pstatp.com/list/26e700034f37bb541d70'}|http://toutiao.com/group/6429441609906340098/|育儿 416 | bbc8d465ad273d8c618766b562656604|{'url': 'http://p1.pstatp.com/list/22d90004579b38a9082d'}|http://toutiao.com/group/6426307911094026497/|汽车 417 | bbe9564fed04f78e0bcd0e47a6686e46|{'url': 'http://p1.pstatp.com/list/190x124/1b83000202f8194808fe'}|http://toutiao.com/group/6409588370397790465/|汽车 418 | bc061a57f86b7180c38a639df9d4c149|#|http://toutiao.com/group/6426638205579165953/|情感 419 | bd15b941e2552541de5da6c17381ae05|{'url': 'http://p3.pstatp.com/list/135400154ac36c72fc2f'}|http://toutiao.com/group/6422798398906171649/|数码 420 | bd75060e47545a03040cd3c264d79f1d|{'url': 'http://p1.pstatp.com/list/1bf4000326c252169708'}|http://toutiao.com/group/6408023030861463809/|军事 421 | bdbd0e44c798f7fc30b85ee1d1be8fb8|{'url': 'http://p3.pstatp.com/list/1f830004268a063b6e77'}|http://toutiao.com/group/6418074361601294593/|军事 422 | bde4f18a4532c59535cceaca4cd3f02b|{'url': 'http://p3.pstatp.com/list/1bf50003f4ea4e04d776'}|http://toutiao.com/group/6408153602140930562/|搞笑 423 | beb0d3a0f7939054a5abe5234f3f5695|{'url': 'http://p3.pstatp.com/list/26e20000e2fc845e74f9'}|http://toutiao.com/group/6428813597673324801/|育儿 424 | befb053a3f81c404c243bc334cb376f7|{'url': 'http://p1.pstatp.com/list/1a6a000ba863521958af'}|http://toutiao.com/group/6404680514703835393/|汽车 425 | bf2968aeb08433207dd4dd357d83efb1|#|http://toutiao.com/group/6430372949123776770/|科技 426 | bf61b56ba177f86a533f42497d40bfdb|#|http://toutiao.com/group/6416459616037912833/|故事 427 | bff8db8d271b9e355b20a386ad748006|{'url': 'http://p1.pstatp.com/list/26e5000071949763da69'}|http://toutiao.com/group/6430132337501323522/|搞笑 428 | c0d5eed96103f3e4174b9e668a9b16c7|#|http://toutiao.com/group/6430596823749378305/|体育 429 | c118ae66199eeca6ebfc5724ff34c825|{'url': 'http://p1.pstatp.com/list/26e500005dd55f9a8c98'}|http://toutiao.com/group/6429639786050666754/|历史 430 | c186a1a6dc02654c0a7e3a9f18b2a515|{'url': 'http://p1.pstatp.com/list/26e60005df69dde6a596'}|http://toutiao.com/group/6430357853588193537/|搞笑 431 | c2d5b17674a15ab8114b1e0912308a4a|{'url': 'http://p3.pstatp.com/list/26cb00073df54c7a7cf9'}|http://toutiao.com/group/6430297590831431938/|科技 432 | c2f4b63a4761c51c9481ed6e6c7fe252|{'url': 'http://p3.pstatp.com/list/1c5b00045aac112187af'}|http://toutiao.com/group/6425509593090244866/|搞笑 433 | c3356a6f304a41f55330817654a4ddfc|#|http://toutiao.com/group/6429955089116430849/|历史 434 | c33e0a3988949977a29d95cdd7d4d3bb|{'url': 'http://p1.pstatp.com/list/26e20001361c042d8a9d'}|http://toutiao.com/group/6428127815769637121/|时尚 435 | c3aa2d6b6b21fbe40310248ce59e907f|{'url': 'http://p3.pstatp.com/list/26e80001f3f7c74f6b2c'}|http://toutiao.com/group/6430576904814936322/|汽车 436 | c43150af6ca08c058380f19bea561c78|{'url': 'http://p1.pstatp.com/list/190x124/1bf60009529dffb47873'}|http://toutiao.com/group/6409739721538928898/|国际 437 | c46560c9fc16e146748fd542670dbe8b|#|http://toutiao.com/group/6430540258635530497/|军事 438 | c4b80558c9db7a3178cd07f6b3c82e35|{'url': 'http://p9.pstatp.com/list/1dcd00024db4eb8ab77a'}|http://toutiao.com/group/6419145445011882497/|历史 439 | c50e6f621c65d6398c5c8ad5b61a1dd4|{'url': 'http://p1.pstatp.com/list/26e10003e728bae496bf'}|http://toutiao.com/group/6429653691591344386/|科学 440 | c52d762bf2dac057baa3cbfebec65641|{'url': 'http://p1.pstatp.com/list/26e700050a1436afa9d5'}|http://toutiao.com/group/6430043755121770754/|故事 441 | c60e5e2ee7980cf4dd5202e9b2a58350|{'url': 'http://p1.pstatp.com/list/24300002ddd9cb4e60bb'}|http://toutiao.com/group/6429208909672857857/|国际 442 | c61296dccc12b096ba93edf6ce6ecbe0|{'url': 'http://p3.pstatp.com/list/24980001a6af164de601'}|http://toutiao.com/group/6426099754064675074/|旅游 443 | c6de50eaac9f97f0fd54fe0a6942d59f|{'url': 'http://p1.pstatp.com/list/1dcd00007d47bb4e2051'}|http://toutiao.com/group/6418858292567949570/|搞笑 444 | c6ecc8e8a930c75527a1d1e2ae0c7dd9|#|http://toutiao.com/group/6428157364863582466/|美食 445 | c751c566529191ff911269856a7f4dae|{'url': 'http://p3.pstatp.com/list/26e50004fa1c3bf0a568'}|http://toutiao.com/group/6430622340254908673/|体育 446 | c78ded95095173c1252672e4f97c643e|#|http://toutiao.com/group/6423748483378839810/|历史 447 | c9d9ad7a91824f09aa646f9bd364f893|{'url': 'http://p1.pstatp.com/list/26e50001d8d29ca2e97b'}|http://toutiao.com/group/6344487921609408770/|健康 448 | c9ef984385eb427a00e9c743431684c2|{'url': 'http://p1.pstatp.com/list/249a0019fde50bdd7aca'}|http://toutiao.com/group/6428537537966375169/|科学 449 | ca1360ba1de334a6a0f13e3af48939bb|{'url': 'http://p1.pstatp.com/list/18500006210bd4b1e9a4'}|http://toutiao.com/group/6416585828385947906/|育儿 450 | ca5dac2e30aebd031175fcfeafa4e15f|{'url': 'http://p1.pstatp.com/list/1a6d0019d4b0263dac3e'}|http://toutiao.com/group/6412960958755062017/|游戏 451 | ca882b67e23a763aa07974a7c7a3c410|{'url': 'http://p1.pstatp.com/list/26e6000509922decc27d'}|http://toutiao.com/group/6430002226940543234/|时尚 452 | cb35beafc58b9cab14ba55366b9b0fef|{'url': 'http://p3.pstatp.com/list/26e000013eceba7f9937'}|http://toutiao.com/group/6429664353415463169/|故事 453 | cb36f473c2b4865b29e923160544b54c|{'url': 'http://p3.pstatp.com/list/216c00267741064f7d56'}|http://toutiao.com/group/6429661753738526978/|科技 454 | cb51ccf5e8312276dea2c58ab299c60c|{'url': 'http://p9.pstatp.com/list/216e0001ea9f88175cb7'}|http://toutiao.com/group/6428131563283677442/|旅游 455 | cb989a5c40838160d93fc1e397a6dd14|{'url': 'http://p1.pstatp.com/list/26c300012d7bc5723c43'}|http://toutiao.com/group/6428127771403600130/|时尚 456 | cba7123989e7fc9f8bcc7d7fb3e4ad2f|#|http://toutiao.com/group/6430574097062691329/|其它 457 | cc8138b660bab33548d420dd1fb6618f|#|http://toutiao.com/group/6426578409803202817/|搞笑 458 | cd5a9c4c968d70d23596ffd1b4e8c475|{'url': 'http://p1.pstatp.com/list/178100065c782057416b'}|http://toutiao.com/group/6399840338434212098/|搞笑 459 | ce5d1ab46e84318330c5fbb2db14bd42|{'url': 'http://p3.pstatp.com/list/26cc0008441fb00c33dd'}|http://toutiao.com/group/6430381152418300162/|军事 460 | ce861e69724c8a3b2dca5077f991fae5|{'url': 'http://p3.pstatp.com/list/ef3001785fee807244e'}|http://toutiao.com/group/6429990308502569218/|育儿 461 | cea8d112211f1a44ccf1460c8453ed97|{'url': 'http://p1.pstatp.com/list/249b001e35cd23ddbd31'}|http://toutiao.com/group/6429287660275253505/|汽车 462 | cee55a31f9d9d01d6c4d8f6f3c4eaf31|{'url': 'http://p1.pstatp.com/list/2498002562482c79b8dc'}|http://toutiao.com/group/6430557025596113154/|搞笑 463 | cf6ac23fff5ef692a40d21b46a712659|{'url': 'http://p1.pstatp.com/list/26e00001cbd901497234'}|http://toutiao.com/group/6429843101531193601/|健康 464 | d00cb5955f478878cf5da2e285b78fa3|{'url': 'http://p3.pstatp.com/list/134e0007ec0ac096ecd3'}|http://toutiao.com/group/6398610469850661121/|社会 465 | d07fc79243ff54dac7964622b28b4dd6|#|http://toutiao.com/group/6429780816594731522/|美食 466 | d0a9f87ed7ed367a92e979341529d512|{'url': 'http://p3.pstatp.com/list/26eb0000c793a8487a16'}|http://toutiao.com/group/6430514391553409281/|游戏 467 | d15e5b737651c2bc17742418d95bcb38|{'url': 'http://p3.pstatp.com/list/26cf0003847b726d67bd'}|http://toutiao.com/group/6430525435612922113/|娱乐 468 | d1f01df870e0a5bde182d8ba611f9636|{'url': 'http://p3.pstatp.com/list/1f8b00019e3b9595057d'}|http://toutiao.com/group/6418791865043091714/|科技 469 | d27848eac9387f3a6fd452bd6b6cce27|{'url': 'http://p3.pstatp.com/list/1dcf00088b760a945123'}|http://toutiao.com/group/6424063405983793410/|国际 470 | d2918949361df4961e0851cbc8fa8ceb|{'url': 'http://p1.pstatp.com/list/26e80000f3429903328a'}|http://toutiao.com/group/6430342638096990465/|搞笑 471 | d2a3500c19ab4a7b170347803e10abaa|#|http://toutiao.com/group/6410593941930770689/|视频 472 | d2b35ec5ffc9b63dcc5d3ae46b8d3ace|{'url': 'http://p3.pstatp.com/list/26e5000476cc0066a2e2'}|http://toutiao.com/group/6430568377610617089/|美食 473 | d2cbb97f377a42102881f3480b40ae61|{'url': 'http://p3.pstatp.com/list/18a50007b21a97a1774b'}|http://toutiao.com/group/6397568281770721793/|历史 474 | d2dbf6b73d5673e91f4b728874295a2a|{'url': 'http://p3.pstatp.com/list/190x124/2499001b2dd6766dab98'}|http://toutiao.com/group/6428821303533519105/|美食 475 | d3315238525861cd683b436d88afceed|{'url': 'http://p1.pstatp.com/list/1a6e00029df84ae05c06'}|http://toutiao.com/group/6404758208246317313/|汽车 476 | d3feca5e52f58cd07ff61229bfc774bb|{'url': 'http://p3.pstatp.com/list/1b790006e22fcacc66bc'}|http://toutiao.com/group/6407910939367211265/|历史 477 | d49fdc402646f3cc8ea01c09515c5167|#|http://toutiao.com/group/6430425089502986497/|财经 478 | d54d7c0caa208e6d55090b7da57fa287|{'url': 'http://p9.pstatp.com/list/216e0027170061db260c'}|http://toutiao.com/group/6424600286190371074/|文化 479 | d58770e9887c382628a9f24c09805dd7|#|http://toutiao.com/group/6430642415027421441/|财经 480 | d5d06e8b178d88738e73ad42f8388b95|{'url': 'http://p3.pstatp.com/list/213f0000c6631a35f1a1'}|http://toutiao.com/group/6420963540690190594/|故事 481 | d673adcf403029b30f2bf964fe788396|{'url': 'http://p9.pstatp.com/list/1dcc001e39d69e6a3271'}|http://toutiao.com/group/6418126871036166657/|历史 482 | d6768c6124a72b39164ddf0738f843cb|#|http://toutiao.com/group/6422488456810725634/|社会 483 | d798512cb0f9ec4d32137b713b9d2834|{'url': 'http://p3.pstatp.com/list/190x124/2438000409a0e37d064d'}|http://toutiao.com/group/6429181150829281538/|国际 484 | d870a4e50ff3e9530dbff5e0d1fc3f0a|{'url': 'http://p3.pstatp.com/list/178100137aef47c57057'}|http://toutiao.com/group/6403182042436141313/|历史 485 | d88ed644561e412185bf37894e019153|{'url': 'http://p3.pstatp.com/list/1dcd000455faeb743cbd'}|http://toutiao.com/group/6419656594506301697/|搞笑 486 | d8e50c8aec4b1254329c891764d2199d|{'url': 'http://p1.pstatp.com/list/243200001b60cfff1882'}|http://toutiao.com/group/6427320986274513153/|搞笑 487 | d9a015f17e35af334784f000d2da8916|{'url': 'http://p1.pstatp.com/list/1bf4001816ac5842682c'}|http://toutiao.com/group/6412140542024614145/|娱乐 488 | db7a18ae21a09744c699f4cdbce90fc6|{'url': 'http://p9.pstatp.com/list/26e3000228ff72538166'}|http://toutiao.com/group/6429075435480842498/|搞笑 489 | dbdec89350e35cfcbf408255e91619f1|{'url': 'http://p3.pstatp.com/list/22b500053efbbdd25cd4'}|http://toutiao.com/group/6423267907400368385/|汽车 490 | dc0a1843bc1f8273261b0f2426605d30|{'url': 'http://p3.pstatp.com/list/1dcc00168e233f7d5f7d'}|http://toutiao.com/group/6417029547711070466/|社会 491 | dd57d951e3c4a66131db8f2a11b4a988|{'url': 'http://p1.pstatp.com/list/26e5000519f2954ae220'}|http://toutiao.com/group/6430629622418260226/|国际 492 | dd7e8be3aa241e20d11f69d3207cef4d|{'url': 'http://p3.pstatp.com/list/216e00000d6248e3b87c'}|http://toutiao.com/group/6419559360640319746/|社会 493 | df9a69ea3c05f312b69eba5f6b093ffa|{'url': 'http://p1.pstatp.com/list/216d00280e8056574135'}|http://toutiao.com/group/6423698062970978562/|情感 494 | e0fcc1cac8b36c7042b0802461712552|{'url': 'http://p9.pstatp.com/list/190x124/22d30005229021cdff50'}|http://toutiao.com/group/6425328906949116162/|国际 495 | e1251504075937862e9eb75146ca3e8d|{'url': 'http://p3.pstatp.com/list/190x124/1dce001e9fce6a03a542'}|http://toutiao.com/group/6419101316237345025/|汽车 496 | e135e8e3e7807d3e4baeb21a37c111d5|{'url': 'http://p9.pstatp.com/list/21310002d1fbeb186406'}|http://toutiao.com/group/6429203260871098625/|军事 497 | 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'http://p3.pstatp.com/list/26ea000196deec4c7734'}|http://toutiao.com/group/6430607686001344770/|汽车 505 | e39b4de36471d87b4d0f4d39af5f520b|{'url': 'http://p1.pstatp.com/list/243800063c838acbdc29'}|http://toutiao.com/group/6429520578574991618/|旅游 506 | e3acf2e68ea245f36a5949679b40d64e|{'url': 'http://p3.pstatp.com/list/1a6e001f2d64a47154f1'}|http://toutiao.com/group/6408760233677553922/|科学 507 | e3ce45406dea8ff7a4ed3d39ef0d7780|{'url': 'http://p3.pstatp.com/list/1dcf001aefb6e6712f58'}|http://toutiao.com/group/6425123300736762113/|军事 508 | e3e28740ae1904a4c51f167f608ac06a|{'url': 'http://p3.pstatp.com/list/216f0000bc33414e11f6'}|http://toutiao.com/group/6426571316316356865/|娱乐 509 | e40daf0e4a0c00cd47aa126044f140e2|{'url': 'http://p1.pstatp.com/list/216d001b7c940896de86'}|http://toutiao.com/group/6430159450388037890/|科学 510 | e42ecbabb491f19b1c3e91c25ecd2f38|#|http://toutiao.com/group/6426535935454839041/|育儿 511 | e44354293767fefcee7009557aec0c74|{'url': 'http://p3.pstatp.com/list/2499001b67b601cc944c'}|http://toutiao.com/group/6429537158196887810/|科学 512 | e4a2a1d1eadee6293f165737c492b006|{'url': 'http://p3.pstatp.com/list/249b00187932bfe24c36'}|http://toutiao.com/group/6429225737051439362/|科学 513 | e63c4bc6474f7fea2759e2cd3c7fcf82|{'url': 'http://p9.pstatp.com/list/1c5d00042065045f2f91'}|http://toutiao.com/group/6410353162146513154/|搞笑 514 | e70383d3a74cdf19ca3f8fcadfefd0ae|#|http://toutiao.com/group/6397723274508550402/|娱乐 515 | e70ac174b9970faeb2de8c987972a2f8|{'url': 'http://p3.pstatp.com/list/26e800028c6c022e20c0'}|http://toutiao.com/group/6430638810878869761/|军事 516 | e754cf2549046e406d079419b658a1ac|{'url': 'http://p3.pstatp.com/list/2499001f26d23469379e'}|http://toutiao.com/group/6429469276050030849/|健康 517 | e879243468047c54746a50b30ce94c4a|#|http://toutiao.com/group/6397582016397541634/|视频 518 | e927618fa301692c16b98e23e0456cb7|{'url': 'http://p9.pstatp.com/list/26e9000400a295c61124'}|http://toutiao.com/group/6430401159126925569/|科技 519 | e9cd0e57a9e5e701f520c553cba0fbdd|{'url': 'http://p3.pstatp.com/list/26e600053a5044150f4a'}|http://toutiao.com/group/6430333244558721282/|科技 520 | e9f8befbb82b06be3d8900835cdfe710|{'url': 'http://p3.pstatp.com/list/26e500041b322df64d77'}|http://toutiao.com/group/6430520842514710785/|故事 521 | ea721b785b29007d677c8909c14fa2d5|#|http://toutiao.com/group/6412412758305800706/|教育 522 | eb375d95485b8241212f473ffc2c3c98|{'url': 'http://p1.pstatp.com/list/26e00003fbbbf2f2e58b'}|http://toutiao.com/group/6430293145293472002/|娱乐 523 | eb7a69a32b1b97ef5669da0e68c681a1|{'url': 'http://p1.pstatp.com/list/190x124/18a5000b39eae4042bfe'}|http://toutiao.com/group/6398644616841167105/|社会 524 | ebd8e5269987ab16f26d061cd71ee384|{'url': 'http://p1.pstatp.com/list/22c600057b098cc24a64'}|http://toutiao.com/group/6422906615515463937/|军事 525 | ebeacebb6f14dbf3fb59e2133f614376|{'url': 'http://p9.pstatp.com/list/242e00025d6bc2d55d1d'}|http://toutiao.com/group/6426941401984549121/|搞笑 526 | ec49b72d62fff43efc893c84fcf87d6c|{'url': 'http://p3.pstatp.com/list/26ea00011840ae090212'}|http://toutiao.com/group/6430567646258102530/|汽车 527 | ec536f2bd1c936ce5b8b6a7f4d7c6581|#|http://toutiao.com/group/77340242/|财经 528 | ec7dc94b635cfb44c66778bdba406087|{'url': 'http://p3.pstatp.com/list/26e000039ec9a0f05f4e'}|http://toutiao.com/group/6430233422908260610/|娱乐 529 | ed4db4655b64212c7adf05d2decf22d5|{'url': 'http://p3.pstatp.com/list/243500025fc6fce758d7'}|http://toutiao.com/group/6428074521731891457/|美食 530 | ee9441011560ab920348d37cea2c7a67|{'url': 'http://p3.pstatp.com/list/26e60003e04b6cd1223a'}|http://toutiao.com/group/6430046581815083265/|旅游 531 | eecf4a07e90119df0e7f393837415b8f|{'url': 'http://p1.pstatp.com/list/26ed0000ec0b9f13b522'}|http://toutiao.com/group/6430555500546916609/|历史 532 | eee902e77cd85cbcaca82cca838eea6f|{'url': 'http://p1.pstatp.com/list/1bf7001a53811ed04c3f'}|http://toutiao.com/group/6418501171438616833/|三农 533 | ef7b97a23c670e36f9663711f84eb74a|{'url': 'http://p1.pstatp.com/list/249b001b0ec086e43f46'}|http://toutiao.com/group/6429981331186254082/|时尚 534 | ef8e0a4d6e81139253ab44ff6011d56d|#|http://toutiao.com/group/6430591030517154050/|视频 535 | ef9e6055d4f101743fafd97228b22251|#|http://toutiao.com/group/6425370018863612161/|视频 536 | efc2200756471dc50774feeabb73364a|{'url': 'http://p3.pstatp.com/list/19f20003f599244d2cb6'}|http://toutiao.com/group/6402728065139998978/|汽车 537 | efdb9efd438a37fab638997317636d7e|{'url': 'http://p1.pstatp.com/list/22d7000513feb735ccc9'}|http://toutiao.com/group/6430398676317487362/|搞笑 538 | f037f73f8499e4872572a033edc30934|{'url': 'http://p1.pstatp.com/list/1354000ddad170ebfa51'}|http://toutiao.com/group/6371963190036660482/|社会 539 | f04ed4af5dc8dddb2ad9d5fa2cfc5afa|{'url': 'http://p3.pstatp.com/list/190x124/24310005a32a1d93f957'}|http://toutiao.com/group/6430401642366140674/|时尚 540 | f07575795611f88cd45b2dfc01c6ba35|{'url': 'http://p1.pstatp.com/list/24290000201cda57157b'}|http://toutiao.com/group/6426202097151181058/|游戏 541 | f0c26fc3ddd17ec5efd72e6576fe9e37|{'url': 'http://p9.pstatp.com/list/22d9000119ba69b16409'}|http://toutiao.com/group/6425775458164867329/|搞笑 542 | f13a3c50d99a9a3aa20ea6bb2ecb48a8|{'url': 'http://p1.pstatp.com/list/249b0010dff11f93a329'}|http://toutiao.com/group/6428118376779383041/|搞笑 543 | f13be9dc72ee0d3374eb985a8cfe1e09|{'url': 'http://p3.pstatp.com/list/22d600019633075654c0'}|http://toutiao.com/group/6428085966142423298/|旅游 544 | f192d0e4111465aa3c0ecf9158514c4b|#|http://toutiao.com/group/6420183763674775810/|科技 545 | f1bba6da67e41c60565b7e00eeee0a09|{'url': 'http://p3.pstatp.com/list/1dcb00171a3f52df77c2'}|http://toutiao.com/group/6417158673163878657/|旅游 546 | f1bfab6d7ba44b866cb779c773b56ac5|{'url': 'http://p1.pstatp.com/list/26eb000081b8c6f1eb00'}|http://toutiao.com/group/216421065/|历史 547 | f200cb61c1af3ed5ee7541e7c54169c3|{'url': 'http://p3.pstatp.com/list/24500002a0c06ca3c2d5'}|http://toutiao.com/group/6428206005737226497/|美食 548 | f246ef4e0ddc648c39ce9a7997d83bcd|#|http://toutiao.com/group/6430536601335841025/|国际 549 | f271e327cc8e8a185cdab7017545d2f4|#|http://toutiao.com/group/6427764687227584769/|科学 550 | f2c84635fc1fc9811e7a9b00d3b793f3|{'url': 'http://p3.pstatp.com/list/1b7600056e066a0f8403'}|http://toutiao.com/group/6407144522372382978/|体育 551 | f3a5bac6a48ad2edf28c53365e91b09d|{'url': 'http://p3.pstatp.com/list/1a6b0000469c10df3c11'}|http://toutiao.com/group/6421331825565630722/|科技 552 | f3f438710f467273cab42d1719726e44|{'url': 'http://p9.pstatp.com/list/1dcf000cf19388dea093'}|http://toutiao.com/group/6426652166458441985/|社会 553 | f449643c8a7c2b2778979db083862204|{'url': 'http://p3.pstatp.com/list/190x124/26d00000f34e57336dc4'}|http://toutiao.com/group/6430369212510519553/|军事 554 | f48ac8dda5f75b13333572187f97a29c|{'url': 'http://p1.pstatp.com/list/18a10011896bddf41d1f'}|http://toutiao.com/group/6400205293053739266/|育儿 555 | f49e7ab455ed4978ec1fc8192086354e|{'url': 'http://p3.pstatp.com/list/2433000546660a26c0ca'}|http://toutiao.com/group/6428317034203382017/|故事 556 | f4c1961e105473e898bd671b10e960a5|{'url': 'http://p9.pstatp.com/list/216b00276efafd14a7fe'}|http://toutiao.com/group/6423640684518965506/|美食 557 | f5c4e6c402698e8007db4389606cc4f0|{'url': 'http://p1.pstatp.com/list/190x124/22d90005b3a62739c9b1'}|http://toutiao.com/group/6426561504975896834/|科技 558 | f6a998bad647911d21b2c9ca4e2f5af9|{'url': 'http://p1.pstatp.com/list/1a6b00109069576fb094'}|http://toutiao.com/group/6408657934594605314/|社会 559 | f7a438ced0505c57f9d42dfcb33f75de|#|http://toutiao.com/group/6416942828921110786/|视频 560 | f7c2db3e9973514162d983c90feb5f27|{'url': 'http://p1.pstatp.com/list/26ed000027319b37e940'}|http://toutiao.com/group/6430325721714213122/|科学 561 | f876c4a5165b828a2d27773af7d24f3f|{'url': 'http://p3.pstatp.com/list/26ed00008476bba2735d'}|http://toutiao.com/group/6430386293477818626/|故事 562 | f8800771896019d8233fffd91d179930|{'url': 'http://p3.pstatp.com/list/26e500049d9d2f82ea29'}|http://toutiao.com/group/6430584722228773121/|娱乐 563 | f8979925bc0dd4ff58a8c5a84fad5b28|{'url': 'http://p1.pstatp.com/list/26ed00005e59d0658554'}|http://toutiao.com/group/6430364076984287490/|美文 564 | f9334c70e54ba092ce3cd3c05e005b89|{'url': 'http://p3.pstatp.com/list/19210004106bf0303ce6'}|http://toutiao.com/group/6398819511882498306/|搞笑 565 | f934ab0dde2d97dd02e5557401f5bc4e|#|http://toutiao.com/group/6411332756903575810/|育儿 566 | f96bd2bc56341cf7c8ce05d29890ee88|{'url': 'http://p3.pstatp.com/list/18a5000a7f0d42764192'}|http://toutiao.com/group/6398363016550711554/|搞笑 567 | fa1e7ec6440171d2b20a8073ff8edbc4|{'url': 'http://p1.pstatp.com/list/26ed00007f2591b46610'}|http://toutiao.com/group/6430382505190359298/|时政 568 | fa2af78bb91c17f9f491fb47ed771d2a|{'url': 'http://p3.pstatp.com/list/1dcc001aecabff339ff4'}|http://toutiao.com/group/6417694650655981826/|体育 569 | fa4358856112e32a57b1d00b6f9e9586|{'url': 'http://p3.pstatp.com/list/1bf3000c3932f929f5de'}|http://toutiao.com/group/6409856372259569922/|搞笑 570 | facdde4cd97f04daec7115f10294bdc2|{'url': 'http://p1.pstatp.com/list/249800189cbf5f69d15c'}|http://toutiao.com/group/6428370955147411713/|汽车 571 | fb21277be74a67c007c8c1ebfa1329cd|{'url': 'http://p1.pstatp.com/list/26e50004a215d4391211'}|http://toutiao.com/group/6430579725684654338/|科技 572 | fc32848fb383dc2d9839cc0598e2d043|{'url': 'http://p3.pstatp.com/list/190x124/24360000047f6b84951a'}|http://toutiao.com/group/6428475940448764161/|旅游 573 | fc8690555e97ea7256006b0ba5d653b3|#|http://toutiao.com/group/6430288876564120066/|视频 574 | fca82419e37b2bdec326ee07e402092d|{'url': 'http://p3.pstatp.com/list/26e1000586dc181bd27f'}|http://toutiao.com/group/6429982857364275458/|科学 575 | fd17a943b688446823cd942f9dee7833|{'url': 'http://p3.pstatp.com/list/216f000a56418a49a61e'}|http://toutiao.com/group/6427217387237409026/|社会 576 | fdae461df44fa29678b4f00f6288c112|{'url': 'http://p1.pstatp.com/list/216b000b62be1b63577b'}|http://toutiao.com/group/6420591399569195521/|其它 577 | fde17fafa56b4a0e91e386c73d518fda|{'url': 'http://p3.pstatp.com/list/1bf7000f3f37b2885e84'}|http://toutiao.com/group/6416976685124354305/|汽车 578 | fdf79b41023924b348dd6abde627c4e4|#|http://toutiao.com/group/6405452839421739522/|国际 579 | ff7173936bdacf84dd901d8a4808881d|{'url': 'http://p3.pstatp.com/list/190x124/26e70003fa574f27781b'}|http://toutiao.com/group/6429893607179780354/|美食 580 | ffbc5ad9707e28b6770b8e85e37f19ee|{'url': 'http://p3.pstatp.com/list/22c70002e2e74a72077d'}|http://toutiao.com/group/6422499675731280129/|汽车 581 | ffdabde8aa564b322b2a86dd40b80267|{'url': 'http://p3.pstatp.com/list/26e000011f8bf132c03b'}|http://toutiao.com/group/6427794108853862657/|健康 582 | -------------------------------------------------------------------------------- /mongo/load_mongo.sh: -------------------------------------------------------------------------------- 1 | #!/bin/bash 2 | 3 | option=0 4 | 5 | DB_PATH1="/data/db/ArticalRecommend/RS_A" 6 | DB_PATH2="/data/db/ArticalRecommend/RS_B" 7 | DB_PATH3="/data/db/ArticalRecommend/RS_C" 8 | 9 | DB_CONF1="../conf/mongo_rsa.conf" 10 | DB_CONF2="../conf/mongo_rsb.conf" 11 | DB_CONF3="../conf/mongo_rsc.conf" 12 | 13 | DB_LOG1="../log/db/rsa_log" 14 | DB_LOG2="../log/db/rsb_log" 15 | DB_LOG3="../log/db/rsc_log" 16 | 17 | DB_SETTING="../conf/setting.js" 18 | 19 | if [ ! $1 ] 20 | then 21 | echo "********************************************************" 22 | echo "args help:" 23 | echo "init : init_mongo_database,it would be used first time." 24 | echo "start : start mongo_database." 25 | echo "stop : stop mongo_database." 26 | echo "********************************************************" 27 | exit 0 28 | elif [ $1 = "init" ] 29 | then 30 | option=1 31 | echo "init DB selected" 32 | elif [ $1 = "start" ] 33 | then 34 | option=2 35 | echo "start DB selected" 36 | elif [ $1 = "stop" ] 37 | then 38 | ps -ef | grep mongod 39 | killall mongod 40 | echo "kill all mongod" 41 | sleep 1s 42 | ps -ef | grep mongod 43 | exit 44 | else 45 | echo "invalid arg" 46 | exit 0 47 | fi 48 | 49 | 50 | if [ -d $DB_PATH1 -a -d $DB_PATH2 -a -d $DB_PATH3 ] 51 | then 52 | echo "dir exist" 53 | else 54 | if [ $option -eq 2 ] 55 | then 56 | echo "can't start DB,there is no such dirtionary." 57 | exit 0 58 | elif [ $option -eq 1 ] 59 | then 60 | mkdir -p $DB_PATH1 $DB_PATH2 $DB_PATH3 61 | echo "mkdir..." 62 | fi 63 | fi 64 | 65 | nohup mongod --config $DB_CONF1 > $DB_LOG1 2>&1 & 66 | echo "start RS_A done" 67 | nohup mongod --config $DB_CONF2 > $DB_LOG2 2>&1 & 68 | echo "start RS_B done" 69 | nohup mongod --config $DB_CONF3 > $DB_LOG3 2>&1 & 70 | echo "start RS_C done" 71 | 72 | if [ $option -eq 1 ] 73 | then 74 | sleep 3s 75 | echo "init rs config" 76 | mongo 127.0.0.1:27017 $DB_SETTING 77 | fi 78 | 79 | echo "done" 80 | --------------------------------------------------------------------------------