我正在尝试提取有关kaggle提供的各种比赛的数据。
我尝试通过外壳以及代码从网站获取数据,但是失败了。我尝试将HTTPERROR_ALLOWED_CODES = [404]添加到setting.py中,并使ROBOTSTXT_OBEY = False,但是错误没有消失。
enter code here
# -*- coding: utf-8 -*-
import scrapy
class KaggleSpider(scrapy.Spider):
name = 'kaggle'
allowed_domains = ['www.kaggle.com/competitions']
start_urls = ['https://www.kaggle.com/competitions/']
def parse(self, response):
#Extracting the content using css selectors
titles = response.css('.sc-hpbwTc::text').extract()
description = response.css('.sc-ekLiME::text').extract()
rewards = response.css('.sc-jWgUIs::text').extract()
print(titles)
#Give the extracted content row wise
for item in zip(titles,description,rewards):
#create a dictionary to store the scraped info
scraped_info = {
'title' : item[0],
'vote' : item[1],
'created_at' : item[2],
}
#yield or give the scraped info to scrapy
yield scraped_info
C:\Users\Vartika Singh\ourfirstscraper1>scrapy crawl kaggle
2019-05-20 00:16:07 [scrapy.utils.log] INFO: Scrapy 1.6.0 started (bot: ourfirstscraper1)
2019-05-20 00:16:07 [scrapy.utils.log] INFO: Versions: lxml 4.3.3.0, libxml2 2.9.5, cssselect 1.0.3, parsel 1.5.1, w3lib 1.20.0, Twisted 19.2.0, Python 3.6.5 (v3.6.5:f59c0932b4, Mar 28 2018, 17:00:18) [MSC v.1900 64 bit (AMD64)], pyOpenSSL 19.0.0 (OpenSSL 1.1.1b 26 Feb 2019), cryptography 2.6.1, Platform Windows-10-10.0.17763-SP0
2019-05-20 00:16:07 [scrapy.crawler] INFO: Overridden settings: {'BOT_NAME': 'ourfirstscraper1', 'NEWSPIDER_MODULE': 'ourfirstscraper1.spiders', 'SPIDER_MODULES': ['ourfirstscraper1.spiders']}
2019-05-20 00:16:07 [scrapy.extensions.telnet] INFO: Telnet Password: 397df34cf4a967c1
2019-05-20 00:16:07 [scrapy.middleware] INFO: Enabled extensions:
['scrapy.extensions.corestats.CoreStats',
'scrapy.extensions.telnet.TelnetConsole',
'scrapy.extensions.logstats.LogStats']
2019-05-20 00:16:07 [scrapy.middleware] INFO: Enabled downloader middlewares:
['scrapy.downloadermiddlewares.httpauth.HttpAuthMiddleware',
'scrapy.downloadermiddlewares.downloadtimeout.DownloadTimeoutMiddleware',
'scrapy.downloadermiddlewares.defaultheaders.DefaultHeadersMiddleware',
'scrapy.downloadermiddlewares.useragent.UserAgentMiddleware',
'scrapy.downloadermiddlewares.retry.RetryMiddleware',
'scrapy.downloadermiddlewares.redirect.MetaRefreshMiddleware',
'scrapy.downloadermiddlewares.httpcompression.HttpCompressionMiddleware',
'scrapy.downloadermiddlewares.redirect.RedirectMiddleware',
'scrapy.downloadermiddlewares.cookies.CookiesMiddleware',
'scrapy.downloadermiddlewares.httpproxy.HttpProxyMiddleware',
'scrapy.downloadermiddlewares.stats.DownloaderStats']
2019-05-20 00:16:07 [scrapy.middleware] INFO: Enabled spider middlewares:
['scrapy.spidermiddlewares.httperror.HttpErrorMiddleware',
'scrapy.spidermiddlewares.offsite.OffsiteMiddleware',
'scrapy.spidermiddlewares.referer.RefererMiddleware',
'scrapy.spidermiddlewares.urllength.UrlLengthMiddleware',
'scrapy.spidermiddlewares.depth.DepthMiddleware']
2019-05-20 00:16:07 [scrapy.middleware] INFO: Enabled item pipelines:
[]
2019-05-20 00:16:07 [scrapy.core.engine] INFO: Spider opened
2019-05-20 00:16:07 [scrapy.extensions.logstats] INFO: Crawled 0 pages (at 0 pages/min), scraped 0 items (at 0 items/min)
2019-05-20 00:16:07 [scrapy.extensions.telnet] INFO: Telnet console listening on 127.0.0.1:6023
2019-05-20 00:16:09 [scrapy.core.engine] DEBUG: Crawled (404) <GET https://www.kaggle.com/competitions/> (referer: None)
[]
2019-05-20 00:16:09 [scrapy.core.engine] INFO: Closing spider (finished)
2019-05-20 00:16:09 [scrapy.statscollectors] INFO: Dumping Scrapy stats:
{'downloader/request_bytes': 226,
'downloader/request_count': 1,
'downloader/request_method_count/GET': 1,
'downloader/response_bytes': 285,
'downloader/response_count': 1,
'downloader/response_status_count/404': 1,
'finish_reason': 'finished',
'finish_time': datetime.datetime(2019, 5, 19, 18, 46, 9, 403376),
'log_count/DEBUG': 1,
'log_count/INFO': 9,
'response_received_count': 1,
'scheduler/dequeued': 1,
'scheduler/dequeued/memory': 1,
'scheduler/enqueued': 1,
'scheduler/enqueued/memory': 1,
'start_time': datetime.datetime(2019, 5, 19, 18, 46, 7, 962228)}
2019-05-20 00:16:09 [scrapy.core.engine] INFO: Spider closed (finished)
答案 0 :(得分:0)
还要在设置中更改用户代理:
USER_AGENT = 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10.10; rv:39.0) Gecko/20100101 Firefox/39.0'
答案 1 :(得分:0)
要解决404问题,请设置用户代理。您可以在“ settings.py”或蜘蛛网中进行以下操作:
custom_settings = {
'USER_AGENT': 'Mozilla/5.0 (X11; Ubuntu; Linux x86_64; rv:66.0) Gecko/20100101 Firefox/66.0;
}
除此之外,您将无法使用拥有的选择器来抓取比赛。这些元素是在页面加载后由一些javascript代码动态创建的。但是,您可以在<script>
标记中找到所需的数据。
要恢复该状态,可以将正则表达式与.re_first()
一起使用。例如
def parse(self, response):
data = json.loads((
response
.css(r"script:contains('Kaggle.State.push({\"')")
.re_first(r'Kaggle.State.push\((.+?)\);')
))
for group in data['fullCompetitionGroups']:
if group['totalCompetitions'] > 0:
for competition in group['competitions']:
yield {
'title': competition['competitionTitle'],
'description': competition['competitionDescription'],
'reward': competition['rewardDisplay'],
}