2.简单爬虫————爬取拉勾网招聘信息(一)

该文章仅供学习，如有错误，欢迎指出

1.开始创建一个项目

mkdir lagou

2.进入到文件夹下创建python3的虚拟环境

pipenv install scrapy

3.进入pipenv 下使用scrapy命令创建爬虫项目

pipenv shell
scrapy startproject lagou
cd lagou
scrapy genspider -o crawl test www.lagou.com

Scrapy 为我们提供了四种模板，根据不同的网页类型，我们可以选用不同的爬虫模板，这里我们使用的是crawl模板

class TestSpider(CrawlSpider):name = 'test'allowed_domains = ['https://www.lagou.com']start_urls = ['https://www.lagou.com/']rules = (Rule(LinkExtractor(allow=r'Items/'), callback='parse_item', follow=True),)def parse_item(self, response):i = {}#i['domain_id'] = response.xpath('//input[@id="sid"]/@value').extract()#i['name'] = response.xpath('//div[@id="name"]').extract()#i['description'] = response.xpath('//div[@id="description"]').extract()return i#crawl模板代码

解释spider-crawl模板

class CrawlSpider(Spider):rules = ()def __init__(self, *a, **kw):super(CrawlSpider, self).__init__(*a, **kw)self._compile_rules()def parse(self, response):return self._parse_response(response, self.parse_start_url, cb_kwargs={}, follow=True)def parse_start_url(self, response):return []def process_results(self, response, results):return resultsdef _build_request(self, rule, link):r = Request(url=link.url, callback=self._response_downloaded)r.meta.update(rule=rule, link_text=link.text)return rdef _requests_to_follow(self, response):if not isinstance(response, HtmlResponse):returnseen = set()for n, rule in enumerate(self._rules):links = [lnk for lnk in rule.link_extractor.extract_links(response)if lnk not in seen]if links and rule.process_links:links = rule.process_links(links)for link in links:seen.add(link)r = self._build_request(n, link)yield rule.process_request(r)def _response_downloaded(self, response):rule = self._rules[response.meta['rule']]return self._parse_response(response, rule.callback, rule.cb_kwargs, rule.follow)def _parse_response(self, response, callback, cb_kwargs, follow=True):if callback:cb_res = callback(response, **cb_kwargs) or ()cb_res = self.process_results(response, cb_res)for requests_or_item in iterate_spider_output(cb_res):yield requests_or_itemif follow and self._follow_links:for request_or_item in self._requests_to_follow(response):yield request_or_itemdef _compile_rules(self):def get_method(method):if callable(method):return methodelif isinstance(method, six.string_types):return getattr(self, method, None)self._rules = [copy.copy(r) for r in self.rules]for rule in self._rules:rule.callback = get_method(rule.callback)rule.process_links = get_method(rule.process_links)rule.process_request = get_method(rule.process_request)@classmethoddef from_crawler(cls, crawler, *args, **kwargs):spider = super(CrawlSpider, cls).from_crawler(crawler, *args, **kwargs)spider._follow_links = crawler.settings.getbool('CRAWLSPIDER_FOLLOW_LINKS', True)return spiderdef set_crawler(self, crawler):super(CrawlSpider, self).set_crawler(crawler)self._follow_links = crawler.settings.getbool('CRAWLSPIDER_FOLLOW_LINKS', True)

start_urls定义了初始爬取的网页地址
（一）使用parse_start_url去对start_urls作处理

    def parse_start_url(self, response):  return []
#源码里面返回一个空的列表，如果要运行爬虫，我们需要对他进行处理

（二）使用parse对parse_start_url解析后的response进行处理，并且把结果交给_parse_response方法
这里的self.parse_start_url, cb_kwargs={}都为回调函数，一个为开始的网址，一个用来收集rule下的callback函数

rules = (Rule(LinkExtractor(allow=r'Items/'), callback='parse_item', follow=True),)

Rule是CrawlSpider模板爬取内容的规则，如果Follow是False，那么爬虫只会爬取符合allow的网页。
而如果follows是True，那么爬虫会爬取start_urls的网页下的所有符合allow的网页连接
rule无论有无callback，都由同一个_parse_response函数处理，只不过他会判断是否有follow和callback
对Rule的解释在文章下面

    def parse(self, response):return self._parse_response(response, self.parse_start_url, cb_kwargs={}, follow=True)#

(三)判断接受的内容是否为回调函数（该回调函数可能是rule中的解析函数，也可能是 parse_start_url函数）
如果是parse_start_url的函数，则会交给process_results处理。返回cb_res的一个列表
使用iterate_spider_output对列表进行操作，返回item，如果选择了follows那么会把response下的url继续跟进

    def _parse_response(self, response, callback, cb_kwargs, follow=True):if callback:cb_res = callback(response, **cb_kwargs) or ()cb_res = self.process_results(response, cb_res)for requests_or_item in iterate_spider_output(cb_res):yield requests_or_itemif follow and self._follow_links:for request_or_item in self._requests_to_follow(response):yield request_or_item

（四）

    def _requests_to_follow(self, response):if not isinstance(response, HtmlResponse):returnseen = set()for n, rule in enumerate(self._rules):links = [lnk for lnk in rule.link_extractor.extract_links(response)if lnk not in seen]if links and rule.process_links:links = rule.process_links(links)for link in links:seen.add(link)r = self._build_request(n, link)yield rule.process_request(r)

对Rule的解释

class Rule(object):def __init__(self, link_extractor, callback=None, cb_kwargs=None, follow=None, process_links=None, process_request=identity):self.link_extractor = link_extractorself.callback = callbackself.cb_kwargs = cb_kwargs or {}self.process_links = process_linksself.process_request = process_requestif follow is None:self.follow = False if callback else Trueelse:self.follow = follow

对模板的理解有些不足，之后会慢慢补