这篇文章主要分享一下留学论坛-一亩三分地数据抓取以及本地搜索引擎的构造；
1、目标：留学论坛一亩三分地“院校介绍”板块信息抓取，并写入数据库：
import requests
from lxml import etree
from mongodb_queue import MongoQueue
import time
spider_queue = MongoQueue('1point3acres', 'schoolInfo')
def method1(url):
response = requests.get(url)
selector = etree.HTML(response.text)
all_title = selector.xpath("//a[@class='s xst']")
all_href = selector.xpath("//a[@class='s xst']/@href")
for i in range(len(all_title)):
title = all_title[i].xpath('string(.)')
href = all_href[i]
print(title + ', ' + href)
#写入数据库
spider_queue.push(href, title)
for i in range(1,32):
url = "http://www.1point3acres.com/bbs/forum-71-" + str(i) + ".html"
method1(url)
time.sleep(2)
运行以上爬虫，打印出如下数据:
# 主题：对应主题链接
北美留学生求职宝典 & 资源超级入口, http://www.1point3acres.com/bbs/thread-226233-1-1.html
直播：一波三折留学路，他是如何进入FACEBOOK的？, http://www.1point3acres.com/bbs/thread-273145-1-1.html
地里新站beta上线：一亩三分地instant - 问题和建议汇报帖, http://www.1point3acres.com/bbs/thread-149010-1-1.html
想在美国找CS软件工作？Warald提供需要学习的书籍和课程名单！, http://www.1point3acres.com/bbs/thread-50411-1-1.html
想加入一亩三分地的开发团队，给小伙伴们带来惊喜吗？, http://www.1point3acres.com/bbs/thread-144800-1-1.html
美国大学院系专业信息精选206篇, http://www.1point3acres.com/bbs/thread-145548-1-1.html
介绍学校院系program的十个问题模板, http://www.1point3acres.com/bbs/thread-35347-1-1.html
UCSD CSE风景超好学费超便宜排名又好你们不来吗！！！（半年生活学习实习分享, http://www.1point3acres.com/bbs/thread-259453-1-1.html
UCLA EE MS介绍（2016入学，PWE->SS）, http://www.1point3acres.com/bbs/thread-270916-1-1.html
USC新项目data informatics介绍, http://www.1point3acres.com/bbs/thread-222674-1-1.html
UPENN CGGT介绍, http://www.1point3acres.com/bbs/thread-214794-1-1.html
Lehigh ISE Department, http://www.1point3acres.com/bbs/thread-271493-1-1.html
快毕业了，谈谈UMich化工, http://www.1point3acres.com/bbs/thread-158888-1-1.html
UCLA EE（SS Track） 给想转码的但纠结于选校和专业的同学一些建议, http://www.1point3acres.com/bbs/thread-229797-1-1.html
Brown CS 2013 Fall 情况, http://www.1point3acres.com/bbs/thread-72777-1-1.html
CMU-SV SE信息帖, http://www.1point3acres.com/bbs/thread-125194-1-1.html
bu cs master不给CPT 请大家慎重择校, http://www.1point3acres.com/bbs/thread-180266-1-1.html
来安利一下UCI，找工作为目的的同学看过来, http://www.1point3acres.com/bbs/thread-172914-1-1.html
UVA EECS 17 Fall 新生群, http://www.1point3acres.com/bbs/thread-269841-1-1.html
UVA 2017 FALL 新生群 欢迎加入, http://www.1point3acres.com/bbs/thread-259511-1-1.html
CMU-MSP 介绍, http://www.1point3acres.com/bbs/thread-200340-1-1.html
......
2、本地搜索引擎的构造主要在于mongodb_queue中添加一个方法：
def popFindings(self, str, count):
record = self.db.find_and_modify(query = {'status': self.OUTSTANDING, '主题': {'$regex': str, '$options':'i'}}, update={'$set':{
'status':self.PROCESSING, 'timestamp':datetime.now()}
})
if record:
print(count, end=', ')
print(record['主题'] + ": \n" +record['_id'] , end= '\n')
return record['_id']
3、本地搜索引擎的实现(文件名：searchEngine.py)：
from mongodb_queue import MongoQueue
spider_queue = MongoQueue('1point3acres', 'schoolInfo')
def popResult(str):
count = 0
url = spider_queue.popFindings(str, count)
while url != None:
try:
count = count + 1
url = spider_queue.popFindings(str, count)
# print(url)
except KeyError:
print('队列咩有数据')
break
else:
# print('Doing...')
spider_queue.complete(url)
if __name__ == '__main__':
str = '哥大'
popResult(str)
通过修改str字符串能够搜索不同的主题帖以及对应链接，比如搜索‘哥大’，得到如下返回结果：
0, 深爱哥大，Columbia Statistics MA 一学期感触:
http://www.1point3acres.com/bbs/thread-115164-1-1.html
1, 哥大生统16fall新生入学超详细介绍~~~:
http://www.1point3acres.com/bbs/thread-200879-1-1.html
2, 哥大(Columbia University)在校生所了解到的哥大的CS【楠哥原创】:
http://www.1point3acres.com/bbs/thread-21691-1-1.html
3, 哥大16Fall CS:
http://www.1point3acres.com/bbs/thread-202227-1-1.html
4, 最近看好多同学报了哥大DS的录取，15 Fall的童鞋来讲讲亲身体验:
http://www.1point3acres.com/bbs/thread-178456-1-1.html
5, 哥大cs其实没几个人去花街（顺便部分去年就业数据）:
http://www.1point3acres.com/bbs/thread-125134-1-1.html
6, 哥大16Fall,IEOR-OR新生:
http://www.1point3acres.com/bbs/thread-200017-1-1.html
7, 哥大cs新生 感受:
http://www.1point3acres.com/bbs/thread-107494-1-1.html
8, 哥大CS 15fall录取简单介绍:
http://www.1point3acres.com/bbs/thread-141455-1-1.html
9, 硕士选ucsd business analytics 还是 哥大applied analytics ？？？:
http://www.1point3acres.com/bbs/thread-190680-1-1.html
10, 求哥大的统计新生2016微信群~求找组织！！:
http://www.1point3acres.com/bbs/thread-170747-1-1.html
11, 哥大CS系选课实际情况介绍:
http://www.1point3acres.com/bbs/thread-126931-1-1.html
12, 哥大的留念:
http://www.1point3acres.com/bbs/thread-563-1-1.html
13, 芝加哥大学统计2013 Fall:
http://www.1point3acres.com/bbs/thread-62631-1-1.html
14, 哥大ME开学一周介绍:
http://www.1point3acres.com/bbs/thread-104188-1-1.html
15, 哥大CS&CE2013Fall就业不完全统计:
http://www.1point3acres.com/bbs/thread-116677-1-1.html
16, 哥大QMSS 13 fall录取情况etc.:
http://www.1point3acres.com/bbs/thread-71060-1-1.html
17, 哥大2013Fall CS MS意识流小记:
http://www.1point3acres.com/bbs/thread-71166-1-1.html
18, 关于哥大统计的一点个人分析以及转载资讯:
http://www.1point3acres.com/bbs/thread-25020-1-1.html
19, 哥大ME介绍:
http://www.1point3acres.com/bbs/thread-72344-1-1.html
20, 哥大admitted student Open House @ Manhattan:
http://www.1point3acres.com/bbs/thread-11733-1-1.html