爬虫scrapy实现将数据导入Mariadb数据库
时间: 2023-07-15 18:10:00 浏览: 119
要将Scrapy爬取到的数据导入到Mariadb数据库中,需要进行以下几个步骤:
1. 安装Mariadb数据库和Python的Mariadb驱动程序pymysql
```
pip install pymysql
```
2. 在项目的settings.py文件中添加Mariadb数据库的配置信息
```
MYSQL_HOST = 'localhost'
MYSQL_PORT = 3306
MYSQL_USER = 'root'
MYSQL_PASSWORD = 'password'
MYSQL_DBNAME = 'database_name'
```
3. 在Scrapy项目的pipelines.py文件中编写将数据存储到Mariadb数据库的代码
```
import pymysql
class MariadbPipeline(object):
def __init__(self, host, port, user, password, db):
self.host = host
self.port = port
self.user = user
self.password = password
self.db = db
@classmethod
def from_crawler(cls, crawler):
return cls(
host=crawler.settings.get('MYSQL_HOST'),
port=crawler.settings.get('MYSQL_PORT'),
user=crawler.settings.get('MYSQL_USER'),
password=crawler.settings.get('MYSQL_PASSWORD'),
db=crawler.settings.get('MYSQL_DBNAME')
)
def open_spider(self, spider):
self.conn = pymysql.connect(
host=self.host,
port=self.port,
user=self.user,
password=self.password,
db=self.db,
charset='utf8mb4',
cursorclass=pymysql.cursors.DictCursor
)
self.cursor = self.conn.cursor()
def close_spider(self, spider):
self.conn.close()
def process_item(self, item, spider):
sql = """
INSERT INTO table_name (field1, field2, field3) VALUES (%s, %s, %s)
"""
self.cursor.execute(sql, (item['field1'], item['field2'], item['field3']))
self.conn.commit()
return item
```
4. 在Scrapy项目的settings.py文件中启用MariadbPipeline
```
ITEM_PIPELINES = {
'project_name.pipelines.MariadbPipeline': 300,
}
```
这样,当Scrapy爬取到数据后,就会将数据存储到Mariadb数据库中。
阅读全文