自定义Pipeline将scrapy采集的数据保存到mysql数据库
自定义Pipeline将scrapy采集的数据保存到mysql数据库,使用前确定mysql数据库表已经创建好了。
python
from twisted.enterprise import adbapi
import datetime
import MySQLdb.cursors
class SQLStorePipeline(object):
def __init__(self):
self.dbpool = adbapi.ConnectionPool('MySQLdb', db='mydb',
user='myuser', passwd='mypass', cursorclass=MySQLdb.cursors.DictCursor,
charset='utf8', use_unicode=True)
def process_item(self, item, spider):
# run db query in thread pool
query = self.dbpool.runInteraction(self._conditional_insert, item)
query.addErrback(self.handle_error)
return item
def _conditional_insert(self, tx, item):
# create record if doesn't exist.
# all this block run on it's own thread
tx.execute("select * from websites where link = %s", (item['link'][0], ))
result = tx.fetchone()
if result:
log.msg("Item already stored in db: %s" % item, level=log.DEBUG)
else:
tx.execute(\
"insert into websites (link, created) "
"values (%s, %s)",
(item['link'][0],
datetime.datetime.now())
)
log.msg("Item stored in db: %s" % item, level=log.DEBUG)
def handle_error(self, e):
log.err(e)
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