【发布时间】:2014-05-14 08:44:52
【问题描述】:
我正在使用scrapy来抓取新闻头条,我是scrapy和整体抓取的新手。几天来,我在将抓取的数据流水线化到我的 SQL 数据库中时遇到了巨大的问题。 我的 pipelines.py 文件中有 2 个类,一个用于将项目插入数据库,另一个用于将抓取的数据备份到 json 文件中,用于前端 Web 开发。
这是我的蜘蛛的代码
- 它从start_urls 中提取新闻头条
- 它使用extract() 将这些数据作为字符串拾取,然后循环遍历所有这些数据并使用strip() 删除空格以便更好地格式化
from scrapy.spider import Spider
from scrapy.contrib.linkextractors.sgml import SgmlLinkExtractor
from scrapy.selector import Selector
from scrapy.item import Item
from Aljazeera.items import AljazeeraItem
from datetime import date, datetime
class AljazeeraSpider(Spider):
name = "aljazeera"
allowed_domains = ["aljazeera.com"]
start_urls = [
"http://www.aljazeera.com/news/europe/",
"http://www.aljazeera.com/news/middleeast/",
"http://www.aljazeera.com/news/asia/",
"http://www.aljazeera.com/news/asia-pacific/",
"http://www.aljazeera.com/news/americas/",
"http://www.aljazeera.com/news/africa/",
"http://blogs.aljazeera.com/"
]
def parse(self, response):
sel = Selector(response)
sites = sel.xpath('//td[@valign="bottom"]')
contents = sel.xpath('//div[@class="indexSummaryText"]')
items = []
for site,content in zip(sites, contents):
item = AljazeeraItem()
item['headline'] = site.xpath('div[3]/text()').extract()
item['content'] = site.xpath('div/a/text()').extract()
item['date'] = str(date.today())
for headline, content in zip(item['content'], item['headline']):
item['headline'] = headline.strip()
item['content'] = content.strip()
items.append(item)
return items
我的pipeline.py的代码如下:
import sys
import MySQLdb
import hashlib
from scrapy.exceptions import DropItem
from scrapy.http import Request
import json
import os.path
class SQLStore(object):
def __init__(self):
self.conn = MySQLdb.connect(user='root', passwd='', db='aj_db', host='localhost', charset="utf8", use_unicode=True)
self.cursor = self.conn.cursor()
#log data to json file
def process_item(self, item, spider):
try:
self.cursor.execute("""INSERT INTO scraped_data(headlines, contents, dates) VALUES (%s, %s, %s)""", (item['headline'].encode('utf-8'), item['content'].encode('utf-8'), item['date'].encode('utf-8')))
self.conn.commit()
except MySQLdb.Error, e:
print "Error %d: %s" % (e.args[0], e.args[1])
return item
#log runs into back file
class JsonWriterPipeline(object):
def __init__(self):
self.file = open('backDataOfScrapes.json', "w")
def process_item(self, item, spider):
line = json.dumps(dict(item)) + "\n"
self.file.write("item === " + line)
return item
settings.py 如下:
BOT_NAME = 'Aljazeera'
SPIDER_MODULES = ['Aljazeera.spiders']
NEWSPIDER_MODULE = 'Aljazeera.spiders'
# Crawl responsibly by identifying yourself (and your website) on the user-agent
#USER_AGENT = 'Aljazeera (+http://www.yourdomain.com)'
ITEM_PIPELINES = {
'Aljazeera.pipelines.JsonWriterPipeline': 300,
'Aljazeera.pipelines.SQLStore': 300,
}
我的 sql 设置一切正常。在运行scrapy crawl aljazeera 之后,它可以工作,甚至以 json 格式输出项目,如下所示:
item === {"headline": "Turkey court says Twitter ban violates rights", "content": "Although ruling by Turkey's highest court is binding, it is unclear whether the government will overturn the ban.", "date": "2014-04-02"}
我真的不知道或看不到我在这里缺少什么。如果你们能帮助我,我将不胜感激。
感谢您的宝贵时间,
【问题讨论】:
-
为什么你对 2 个管道使用相同的优先级编号(300)。尝试更改其中之一。
-
我将 300 从 jsonwriter 管道更改为 800,但没有运气。你还有什么想法?
标签: python json scrapy screen-scraping