python实现爬取千万淘宝商品的方法
这篇文章主要介绍了python实现爬取千万淘宝商品的方法,涉及Python页面抓取的相关技巧,需要的朋友可以参考下
本文实例讲述了python实现爬取千万淘宝商品的方法。分享给大家供大家参考。具体实现方法如下:
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 | import time import leveldb from urllib.parse import quote_plus import re import json import itertools import sys import requests from queue import Queue from threading import Thread def url_get(url): # print('GET ' + url) header = dict () header[ 'Accept' ] = 'text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8' header[ 'Accept-Encoding' ] = 'gzip,deflate,sdch' header[ 'Accept-Language' ] = 'en-US,en;q=0.8' header[ 'Connection' ] = 'keep-alive' header[ 'DNT' ] = '1' #header['User-Agent'] = 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_0) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/28.0.1500.71 Safari/537.36' header[ 'User-Agent' ] = 'Mozilla/12.0 (compatible; MSIE 8.0; Windows NT)' return requests.get(url, timeout = 5 , headers = header).text def item_thread(cate_queue, db_cate, db_item): while True : try : cate = cate_queue.get() post_exist = True try : state = db_cate.Get(cate.encode( 'utf-8' )) if state ! = b 'OK' : post_exist = False except : post_exist = False if post_exist = = True : print ( 'cate-{}: {} already exists ... Ignore' . format (cate, title)) continue db_cate.Put(cate.encode( 'utf-8' ), b 'crawling' ) for item_page in itertools.count( 1 ): url = URL_BASE. format (quote_plus(cate), item_page) for tr in range ( 5 ): try : items_obj = json.loads(url_get(url)) break except KeyboardInterrupt: quit() except Exception as e: if tr = = 4 : raise e if len (items_obj[ 'listItem' ]) = = 0 : break for item in items_obj[ 'listItem' ]: item_obj = dict ( _id = int (item[ 'itemNumId' ]), name = item[ 'name' ], price = float (item[ 'price' ]), query = cate, category = int (item[ 'category' ]) if item[ 'category' ] ! = '' else 0 , nick = item[ 'nick' ], area = item[ 'area' ]) db_item.Put( str (item_obj[ '_id' ]).encode( 'utf-8' ), json.dumps(item_obj, ensure_ascii = False ).encode( 'utf-8' )) print ( 'Get {} items from {}: {}' . format ( len (items_obj[ 'listItem' ]), cate, item_page)) if 'nav' in items_obj: for na in items_obj[ 'nav' ][ 'navCatList' ]: try : db_cate.Get(na[ 'name' ].encode( 'utf-8' )) except : db_cate.Put(na[ 'name' ].encode( 'utf-8' ), b 'waiting' ) db_cate.Put(cate.encode( 'utf-8' ), b 'OK' ) print (cate, 'OK' ) except KeyboardInterrupt: break except Exception as e: print ( 'An {} exception occured' . format (e)) def cate_thread(cate_queue, db_cate): while True : try : for key, value in db_cate.RangeIter(): if value ! = b 'OK' : print ( 'CateThread: put {} into queue' . format (key.decode( 'utf-8' ))) cate_queue.put(key.decode( 'utf-8' )) time.sleep( 10 ) except KeyboardInterrupt: break except Exception as e: print ( 'CateThread: {}' . format (e)) if __name__ = = '__main__' : db_cate = leveldb.LevelDB( './taobao-cate' ) db_item = leveldb.LevelDB( './taobao-item' ) orig_cate = '正装' try : db_cate.Get(orig_cate.encode( 'utf-8' )) except : db_cate.Put(orig_cate.encode( 'utf-8' ), b 'waiting' ) cate_queue = Queue(maxsize = 1000 ) cate_th = Thread(target = cate_thread, args = (cate_queue, db_cate)) cate_th.start() item_th = [Thread(target = item_thread, args = (cate_queue, db_cate, db_item)) for _ in range ( 5 )] for item_t in item_th: item_t.start() cate_th.join() |
希望本文所述对大家的Python程序设计有所帮助。