python 爬取搜房网·新房·数据信息。（Python多线程请求BeautifulSoup）

Posted 2021-05-10

#coding=utf8
import sys

__author__ = 'xohozu'

import Queue
import threading
import traceback
from time import sleep

import bs4
import MySQLdb
import requests
from bs4 import BeautifulSoup


reload(sys)
sys.setdefaultencoding('utf8')

LOCK = threading.Lock()
DEBUG = True


def add_city_to_queue(citys, direction='forward', *args):
    """

    :param citys: 即将爬取的城市队列
    :param direction: 从城市列表提取的方向（前->后，后->前）
    :param args: 包含（posts,payloads,next_urls,pages,datas）等队列，当这些队列均为空时提取下一个城市至citys
    """
    # 保存城市信息）
    links = []
    with open('new_house_cities.txt', 'r') as f:
        for line in f.readlines():
            if not line.strip():
                continue
            line = line.strip().split(' ')
            pos = line[1].find('/house')
            links.append((line[0].decode('utf8'), line[1][:pos], line[1][pos:]))
    if not links:
        print u'没有任何城市列表信息。'
        return

    if direction == 'forward':
        pass
    elif direction == 'backward':
        links.reverse()

    while True:
        for queue in args:
            if not queue.empty():
                break
        else:
            # 每次提取1个城市
            for _ in range(1):
                link = links.pop(0)
                citys.put(link)
                links.append(link)
                sleep(5)


class SqlExecute(threading.Thread):
    """
    将datas队列中的数据添加至数据库
    若已经存在，则无需添加.(为何有重复数据，暂时不明真相)
    """

    def __init__(self, datas, con):
        threading.Thread.__init__(self)
        self.datas = datas
        self.con = con

    def run(self):
        while True:
            try:
                cur = self.con.cursor()
                break
            except:
                global LOCK
                LOCK.acquire()
                traceback.print_exc(file=open('log/failed_sql_exec.txt', 'a'))
                LOCK.release()

        while True:
            data = self.datas.get()

            select = "select * from xf " \
                     "where city = '%s' AND district = '%s' AND purpose = '%s' AND railway = '%s' " \
                     "AND q_price = '%s' AND unit = '%s' AND name = '%s' AND link = '%s' AND state = '%s' " \
                     "AND tag = '%s' AND addr = '%s' AND price = '%s';" % data

            insert = "insert into xf(city, district, purpose, railway, q_price, " \
                     "unit, name, link, state, tag, addr, price) " \
                     "values ('%s', '%s', '%s', '%s', '%s', '%s', '%s', '%s', '%s', '%s', '%s', '%s');" % data

            LOCK.acquire()

            try:
                if cur.execute(select):
                    with open('log/failed_record_exists.txt', 'a') as f:
                        for d in data:
                            if d:
                                print >> f, d.encode('utf8'),
                        print >> f

                else:
                    cur.execute(insert)
                    self.con.commit()
            except:
                self.con.rollback()
                traceback.print_exc(file=open('log/failed_sql_exec.txt', 'a'))
                with open('log/failed_sql_exec.txt', 'a') as f:
                    print >> f, data, '\n'

            LOCK.release()

            self.datas.task_done()


class PageParse(threading.Thread):
    """
    对含有房源信息的网页进行解析，并存数据库；
    探测是否包含‘下一页’标签，加入next_urls队列
    """

    def __init__(self, pages, next_urls, payloads, datas):
        threading.Thread.__init__(self)
        self.pages = pages
        self.next_urls = next_urls
        self.payloads = payloads
        self.datas = datas

    def run(self):
        while True:
            # if self.datas.qsize() > 500:
            #     sleep(10)
            page = self.pages.get()

            if not self.extract(page):
                global LOCK
                LOCK.acquire()
                with open('log/failed_get_pages_list.txt', 'a') as f:
                    del page['html']
                    print >> f, page
                LOCK.release()
            else:
                global DEBUG
                if DEBUG:
                    LOCK.acquire()
                    print self.name, self.__class__
                    print page['strCity'], page['strDistrict'], page['strPurpose'], page['Railway'], page['strPrice']
                    print page['host'] + page['url']
                    print u'完成此页面的数据解析。'
                    print
                    LOCK.release()

            self.pages.task_done()

    def extract(self, page):
        """
        抽取网页房源信息列表
        :param page:
        :return: bool
        """
        try:
            soup = BeautifulSoup(page['html'], 'lxml', from_encoding='gb18030')
            # 存在相符的房源
            if not soup.find(attrs={'class': 'searchNoInfo'}):
                # 查找所需房源信息列表
                foods = soup.find_all(attrs={'class': 'sslalone'})
                flag = True
                if foods:
                    for food in foods:
                        flag = self.store_details(food, page) and flag

                # 查找'下一页'div元素
                url = soup.find(attrs={'class': 'pagearrowright'})
                if url:
                    next_url = page.copy()
                    del next_url['html']
                    next_url['url'] = url.a.get('href')
                    self.next_urls.put(next_url)
                return flag
            else:
                # 该网页没有房源信息
                # 不尝试再次请求，直接返回
                return False
        except:
            global LOCK
            LOCK.acquire()
            traceback.print_exc(file=open('log/failed_get_pages_list.txt', 'a'))
            with open('log/failed_get_pages_list.txt', 'a') as f:
                print >> f, page['host'], page['url'], '\n'
            LOCK.release()

        return False

    def store_details(self, food, keywords):
        """
        解析某一房源网页数据，并保存
        :param food:
        :param keywords:
        """
        try:
            sslainfor = food.find(attrs={'class': 'sslainfor'})
            li = sslainfor.find_all('li')
            name = li[0].strong.string
            href = li[0].strong.a.get('href')
            tag = li[0].span.string
            state = ''
            if li[0].img:
                # 检查图标类型
                if li[0].img.get('src').find('dotzs') != -1:
                    state = u'在售'
                elif li[0].img.get('src').find('dotds') != -1:
                    state = u'待售'
                elif li[0].img.get('src').find('dotzus') != -1:
                    state = u'租售'
                elif li[0].img.get('src').find('dot10') != -1:
                    state = u'售完'
                elif li[0].img.get('src').find('dotzz') != -1:
                    state = u'在租'
                elif li[0].img.get('src').find('zazu-new') != -1:
                    state = u'在租*新'
                elif li[0].img.get('src').find('zashow-new') != -1:
                    state = u'租售*新'
                else:
                    state = li[0].img.get('src')
                    # 保存未知的图标信息
                    with open('log/tubiao.txt', 'a') as f:
                        print >> f, li[0].img.get('src')

            if li[1].font:
                addr = li[1].font.get('title')
            else:
                addr = li[1].span.text + li[1].contents[1]

            sslaright = food.find(attrs={'class': 'sslaright'})
            price = ''
            if sslaright:
                # 判断该条目是否含有价格信息
                price = sslaright.find(attrs={'class': 'junjia'})
                if price:
                    price = price.text.strip()

            self.datas.put((keywords['strCity'], keywords['strDistrict'], keywords['strPurpose'], keywords['Railway'],
                            keywords['strPrice'], keywords['unit'], name, href, state, tag, addr, price))
            return True

        except:
            global LOCK
            LOCK.acquire()
            traceback.print_exc(file=open('log/failed_get_pages_list.txt', 'a'))
            with open('log/failed_get_pages_list.txt', 'a') as f:
                print >> f, self.store_details.__name__, 'failed\n'
            LOCK.release()

        return False


class PageGet(threading.Thread):
    """
    请求从'下一页'标签提取的链接，获取html文本
    """

    def __init__(self, pages, next_urls, proxies):
        threading.Thread.__init__(self)
        self.pages = pages
        self.next_urls = next_urls
        self.proxies = proxies

    def run(self):
        while True:
            next_url = self.next_urls.get()

            global DEBUG
            if DEBUG:
                global LOCK
                LOCK.acquire()
                print self.name, self.__class__
                print next_url['strCity'], next_url['strDistrict'], next_url['strPurpose'], next_url['Railway'], \
                    next_url['strPrice']
                print next_url['host'] + next_url['url']
                print u'正在请求此链接获取网页内容...'
                print
                LOCK.release()

            try:
                r = requests.get(next_url['host'] + next_url['url'], proxies=self.proxies)
                sleep(1)

                page = next_url.copy()
                page['html'] = r.content
                self.pages.put(page)
            except:
                LOCK.acquire()
                print next_url['host'] + next_url['url'], u'请求失败!'

                traceback.print_exc(file=open('log/failed_get_next_pages_list.txt', 'a'))
                with open('log/failed_get_next_pages_list.txt', 'a') as f:
                    print >> f, next_url
                LOCK.release()

            self.next_urls.task_done()


class ParametersPost(threading.Thread):
    """
    POST (区域，类型, 价格)或(地铁，类型, 价格)参数，获取相应的房源数据
    """

    def __init__(self, payloads, pages, proxies):
        threading.Thread.__init__(self)
        self.payloads = payloads
        self.pages = pages
        self.proxies = proxies

    def run(self):
        while True:
            # if self.pages.qsize() > 200:
            #     sleep(10)
            post_data = self.payloads.get()

            global DEBUG
            if DEBUG:
                global LOCK
                LOCK.acquire()
                print self.name, self.__class__
                print post_data['strCity'], post_data['strDistrict'], post_data['strPurpose'], post_data['Railway'], \
                    post_data['strPrice']
                print post_data['host'] + post_data['url']
                print u'正在POST此参数'
                print
                LOCK.release()

            try:
                data = {
                    'strCity': post_data['strCity'].encode('gb18030'),
                    'strDistrict': post_data['strDistrict'].encode('gb18030'),
                    'strPrice': post_data['strPrice'].encode('gb18030'),
                    'Railway': post_data['Railway'].encode('gb18030'),
                    'strPurpose': post_data['strPurpose'].encode('gb18030'),
                    'show_type': post_data['show_type'],
                }
                r = requests.post(post_data['host'] + post_data['url'], data=data, proxies=self.proxies)
                sleep(1)

                page = post_data.copy()
                page['html'] = r.content
                self.pages.put(page)
            except:
                LOCK.acquire()
                print post_data['strCity'], post_data['strDistrict'], post_data['strPrice'], post_data['strPurpose'], \
                    post_data['Railway'], u'POST此参数失败!'

                traceback.print_exc(file=open('log/failed_parameters_post_list.txt', 'a'))
                with open('log/failed_parameters_post_list.txt', 'a') as f:
                    print >> f, post_data['strCity'].encode('utf8'), post_data['strDistrict'].encode('utf8'), \
                        post_data['strPrice'].encode('utf8'), post_data['strPurpose'].encode('utf8'), \
                        post_data['Railway'].encode('utf8')
                LOCK.release()

            self.payloads.task_done()


class PostParametersGenerate(threading.Thread):
    """
    POST (区域，类型)或(地铁，类型)参数，获取相应的价格参数数据
    """

    def __init__(self, posts, payloads, proxies):
        threading.Thread.__init__(self)
        self.posts = posts
        self.payloads = payloads
        self.proxies = proxies

    def run(self):
        while True:
            # if self.payloads.qsize() > 100:
            #     sleep(10)

            post_data = self.posts.get()

            global DEBUG
            if DEBUG:
                global LOCK
                LOCK.acquire()
                print self.name, self.__class__
                print post_data['strCity'], post_data['strDistrict'], post_data['strPurpose'], post_data['Railway']
                print post_data['host'] + post_data['url']
                print u'正在POST获取strPrice'
                print
                LOCK.release()

            try:
                data = {
                    'strCity': post_data['strCity'].encode('gb18030'),
                    'strDistrict': post_data['strDistrict'].encode('gb18030'),
                    'Railway': post_data['Railway'].encode('gb18030'),
                    'strPurpose': post_data['strPurpose'].encode('gb18030'),
                    'show_type': post_data['show_type'],
                }
                r = requests.post(post_data['host'] + post_data['url'], data=data, proxies=self.proxies)
                sleep(1)

                soup = BeautifulSoup(r.content, 'lxml', from_encoding='gb18030')

                # 判断未包含价格参数时是否有房源信息
                if soup.find(attrs={'class': 'searchNoInfo'}):
                    self.posts.task_done()
                    continue

                s3 = soup.find(id="sjina_B01_07").find(attrs={'class': 's3'})
                price_flag = False
                for c in s3.contents[::-1]:
                    if isinstance(c, bs4.element.Tag):
                        if c.name == 'span':
                            unit = c.string
                        elif c.name == 'a':
                            payload = post_data.copy()
                            payload['strPrice'] = c.string
                            payload['unit'] = unit
                            self.payloads.put(payload)
                            # 标记含有价格参数
                            price_flag = True
                # 没有价格信息
                if not price_flag:
                    payload = post_data.copy()
                    payload['strPrice'] = ''
                    payload['unit'] = ''
                    self.payloads.put(payload)
            except:
                LOCK.acquire()
                print post_data['host'] + post_data['url'], u'获取strPrice参数失败!'

                traceback.print_exc(file=open('log/failed_generate_strPrice_list.txt', 'a'))

                with open('log/failed_generate_strPrice_list.txt', 'a') as f:
                    print >> f, post_data['strCity'].encode('utf8'), post_data['strDistrict'].encode('utf8'), \
                        post_data['strPurpose'].encode('utf8'), post_data['Railway'].encode('utf8')
                LOCK.release()

            self.posts.task_done()


class PostDataGenerate(threading.Thread):
    """
    生成城市的区域，类型，地铁参数等post数据
    """

    def __init__(self, citys, posts, proxies):
        threading.Thread.__init__(self)
        self.citys = citys
        self.posts = posts
        self.proxies = proxies

    def run(self):
        while True:
            city, host, url = self.citys.get()

            params = self.get_post_params(host + url)

            if not params:
                global LOCK
                LOCK.acquire()
                print city, host, url, u'获取区域，类型，地铁参数失败!'
                LOCK.release()

                with open('log/failed_city_list.txt', 'a') as f:
                    print >> f, city.encode('utf8'), url.encode('utf8')
            else:
                global DEBUG
                if DEBUG:
                    LOCK.acquire()
                    print self.name, self.__class__
                    print city, host + url
                    print u'区域，类型，地铁 参数生成'
                    print
                    LOCK.release()

                for district in params[0]:
                    for purpose in params[1]:
                        self.posts.put({
                            'strCity': city,
                            'strDistrict': district,
                            'Railway': '',
                            'strPurpose': purpose,
                            'show_type': '',
                            'url': url,
                            'host': host
                        })
                for railway in params[2]:
                    for purpose in params[1]:
                        self.posts.put({
                            'strCity': city,
                            'strDistrict': '',
                            'Railway': railway,
                            'strPurpose': purpose,
                            'show_type': 'rail',
                            'url': url,
                            'host': host
                        })

            self.citys.task_done()

    def get_post_params(self, url):
        """
            获取post请求需要的参数
            :param url:
            :return: 返回区域，类型，地铁三元组 | False
            """

        def to_name(s):
            """
                删除 xxx(xx) 格式字符串的带括号部分
                :param s:
                :return:
                """
            pos = s.find('(')
            if pos != -1:
                return s[:pos]
            else:
                pos = s.find(u'（')
                if pos != -1:
                    return s[:pos]
                else:
                    return s

        try:
            r = requests.get(url, proxies=self.proxies)
            sleep(1)

            sp = BeautifulSoup(r.content, 'lxml', from_encoding='gb18030')

            purpose_div = sp.find(id="sjina_B01_06")
            if purpose_div:
                purpose = [to_name(a.string.strip())
                           for a in purpose_div.find(attrs={'class': 's3'}).find_all('a')]
                district_div = sp.find(id="sjina_B01_05")
                if district_div:
                    district = [to_name(a.string.strip())
                                for a in district_div.find(attrs={'class': 's3'}).find_all('a')]
                railway_div = sp.find(id="sjina_B01_09")
                if railway_div:
                    railway = [to_name(a.string.strip())
                               for a in railway_div.find(attrs={'class': 's3'}).find_all('a')]

                if district_div and railway_div:
                    return district, purpose, railway
                elif district_div:
                    return district, purpose, []
                else:
                    return False
            else:
                global LOCK
                LOCK.acquire()
                with open('log/failed_get_post_params.txt', 'a') as f:
                    print >> f, url
                    print >> f, sp.encode('utf8')
                LOCK.release()
        except:
            LOCK.acquire()
            traceback.print_exc(file=open('log/failed_get_post_params.txt', 'a'))
            LOCK.release()

        return False


class PrintThread(threading.Thread):
    def __init__(self, citys, posts, payloads, next_urls, pages, datas):
        threading.Thread.__init__(self)
        self.citys = citys
        self.posts = posts
        self.payloads = payloads
        self.next_urls = next_urls
        self.pages = pages
        self.datas = datas

    def run(self):
        while True:
            global LOCK
            LOCK.acquire()
            print
            print 'city_queue   ', self.citys.qsize()
            print 'post_queue   ', self.posts.qsize()
            print 'payload_queue', self.payloads.qsize()
            print 'next_urls    ', self.next_urls.qsize()
            print 'pages        ', self.pages.qsize()
            print 'datas        ', self.datas.qsize()
            print
            # for t in sorted(threading.enumerate()):
            #     print t
            # print
            LOCK.release()
            sleep(5)


def create_threads(class_name, num, *args):
    if num > 0:
        for i in range(num):
            t = class_name(*args)
            t.setDaemon(True)
            t.start()


import proxy


def main():
    # 初始化队列
    # citys -> posts
    # posts -> payloads
    # payloads -> pages
    # next_urls -> pages
    # pages -> datas
    # pages -> next_urls

    citys = Queue.Queue()
    posts = Queue.Queue()
    payloads = Queue.Queue()
    next_urls = Queue.Queue()
    pages = Queue.Queue(1000)
    datas = Queue.Queue(5000)

    con = MySQLdb.connect(host='localhost', user='root', passwd='root', db='soufun',
                          charset='utf8')

    proxies = None

    proxieslist = {
        'http': []
    }

    create_threads(PostDataGenerate, 1, citys, posts, proxies)
    create_threads(PostParametersGenerate, 1, posts, payloads, proxies)

    create_threads(ParametersPost, 10, payloads, pages, proxies)
    create_threads(PageGet, 10, pages, next_urls, proxies)
    create_threads(PageParse, 15, pages, next_urls, payloads, datas)
    create_threads(SqlExecute, 20, datas, con)

    create_threads(PrintThread, 1, citys, posts, payloads, next_urls, pages, datas)

    # 代理更新
    proxy.proxy(proxies, proxieslist)

    if len(sys.argv) > 2:
        print u'运行参数不正确.'
        return

    add_city_to_queue(citys, sys.argv[1], posts, payloads, next_urls, pages, datas)


if __name__ == '__main__':
    main()

# new_house_cities.txt
北京 http://soufun.com/house/web/Search_Result.php
天津 http://newhouse.tj.soufun.com/house/web/Search_Result.php
重庆 http://newhouse.cq.soufun.com/house/web/Search_Result.php
合肥 http://newhouse.hf.soufun.com/house/web/Search_Result.php
芜湖 http://newhouse.wuhu.soufun.com/house/web/Search_Result.php
淮南 http://newhouse.huainan.soufun.com/house/web/Search_Result.php
蚌埠 http://newhouse.bengbu.soufun.com/house/web/Search_Result.php
阜阳 http://newhouse.fuyang.soufun.com/house/web/Search_Result.php
安庆 http://newhouse.anqing.soufun.com/house/web/Search_Result.php
巢湖 http://newhouse.chaohu.soufun.com/house/web/Search_Result.php
滁州 http://newhouse.chuzhou.soufun.com/house/web/Search_Result.php
六安 http://newhouse.luan.soufun.com/house/web/Search_Result.php
铜陵 http://newhouse.tongling.soufun.com/house/web/Search_Result.php
淮北 http://newhouse.huaibei.soufun.com/house/web/Search_Result.php
宣城 http://newhouse.xuancheng.soufun.com/house/web/Search_Result.php
黄山 http://newhouse.huangshan.soufun.com/house/web/Search_Result.php
宿州 http://newhouse.ahsuzhou.soufun.com/house/web/Search_Result.php
亳州 http://newhouse.bozhou.soufun.com/house/web/Search_Result.php
马鞍山 http://newhouse.mas.soufun.com/house/web/Search_Result.php
池州 http://newhouse.chizhou.soufun.com/house/web/Search_Result.php
万州 http://newhouse.wanzhou.soufun.com/house/web/Search_Result.php
涪陵 http://newhouse.fuling.soufun.com/house/web/Search_Result.php
綦江 http://newhouse.qijiang.soufun.com/house/web/Search_Result.php
黔江 http://newhouse.qianjiang.soufun.com/house/web/Search_Result.php
合川 http://newhouse.hechuan.soufun.com/house/web/Search_Result.php
永川 http://newhouse.yongchuan.soufun.com/house/web/Search_Result.php
福州 http://newhouse.fz.soufun.com/house/web/Search_Result.php
厦门 http://newhouse.xm.soufun.com/house/web/Search_Result.php
泉州 http://newhouse.qz.soufun.com/house/web/Search_Result.php
莆田 http://newhouse.putian.soufun.com/house/web/Search_Result.php
漳州 http://newhouse.zhangzhou.soufun.com/house/web/Search_Result.php
龙岩 http://newhouse.longyan.soufun.com/house/web/Search_Result.php
三明 http://newhouse.sanming.soufun.com/house/web/Search_Result.php
南平 http://newhouse.nanping.soufun.com/house/web/Search_Result.php
宁德 http://newhouse.ningde.soufun.com/house/web/Search_Result.php
平潭 http://newhouse.pingtan.soufun.com/house/web/Search_Result.php
广州 http://newhouse.gz.soufun.com/house/web/Search_Result.php
深圳 http://newhouse.sz.soufun.com/house/web/Search_Result.php
东莞 http://newhouse.dg.soufun.com/house/web/Search_Result.php
珠海 http://newhouse.zh.soufun.com/house/web/Search_Result.php
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