欢迎您访问程序员文章站本站旨在为大家提供分享程序员计算机编程知识!
您现在的位置是: 首页  >  IT编程

pyspider 数据存入Mysql--Python3

程序员文章站 2023-08-12 11:42:21
一、不写入Mysql 以爬取哪儿网为例。 以下为脚本: 这个脚本里只是单纯的将结果打印在pyspider 的web ui中,并没有存到其它地方。 二、存入Mysql中 插入数据库的话,需要我们在调用它之前定义一个save_in_mysql函数。 并且需要将连接数据库等初始化放在__init__函数中 ......

一、不写入mysql

以爬取哪儿网为例。

以下为脚本:

from pyspider.libs.base_handler import *


class handler(basehandler):
    crawl_config = {
    }

    @every(minutes=24 * 60)
    def on_start(self):
        self.crawl('https://travel.qunar.com/travelbook/list.htm', callback=self.index_page, validate_cert=false)

    @config(age=100 * 24 * 60 * 60)
    def index_page(self, response):
        for each in response.doc('li > .tit > a').items():
            self.crawl(each.attr.href, callback=self.detail_page, validate_cert=false, fetch_type='js')
        next = response.doc('.next').attr.href
        self.crawl(next, callback=self.index_page)

    @config(priority=2)
    def detail_page(self, response):
        return {
            "url": response.url,
            "title": response.doc('#booktitle').text(),
            "date": response.doc('.when .data').text(),
            "day": response.doc('.howlong .data').text(),
            "who": response.doc('.who .data').text(),
            "text": response.doc('#b_panel_schedule').text(),
            "image": response.doc('.cover_img').text(),
        }

  这个脚本里只是单纯的将结果打印在pyspider 的web ui中,并没有存到其它地方。

二、存入mysql中

插入数据库的话,需要我们在调用它之前定义一个save_in_mysql函数。 并且需要将连接数据库等初始化放在__init__函数中

注: pymysql.connect('localhost', '账号', '密码', '数据库', charset='utf8')

 

  # 连接数据库
    def __init__(self):
        self.db = pymysql.connect('localhost', 'root', 'root', 'qunar', charset='utf8')

    def save_in_mysql(self, url, title, date, day, who, text, image):
        try:
            cursor = self.db.cursor()
            sql = 'insert into qunar(url, title, date, day, who, text, image) \
            values (%s, %s , %s, %s, %s, %s, %s)'   # 插入数据库的sql语句
            print(sql)
            cursor.execute(sql, (url, title, date, day, who, text, image))
            print(cursor.lastrowid)
            self.db.commit()
        except exception as e:
            print(e)
            self.db.rollback()

 

然后在detail_page中调用save_in_mysql函数:

@config(priority=2)
    def detail_page(self, response):
        url = response.url
        title = response.doc('title').text()
        date = response.doc('.when .data').text()
        day = response.doc('.howlong .data').text()
        who = response.doc('.who .data').text()
        text = response.doc('#b_panel_schedule').text()[0:100].replace('\"', '\'', 10)
        image = response.doc('.cover_img').attr.src

     # 插入数据库 self.save_in_mysql(url, title, date, day, who, text, image) return { "url": response.url, "title": response.doc('title').text(), "date": response.doc('.when .data').text(), "day": response.doc('.howlong .data').text(), "who": response.doc('.who .data').text(), "text": response.doc('#b_panel_schedule').text(), "image": response.doc('.cover_img').attr.src }

 

三、完整代码、数据库建设及运行结果 (代码可直接跑)

#!/usr/bin/env python
# -*- encoding: utf-8 -*-
# created on 2019-07-02 21:37:08
# project: qunar

from pyspider.libs.base_handler import *
import pymysql


class handler(basehandler):
    crawl_config = {
    }

    # 连接数据库
    def __init__(self):
        self.db = pymysql.connect('localhost', 'root', 'root', 'qunar', charset='utf8')

    def save_in_mysql(self, url, title, date, day, who, text, image):
        try:
            cursor = self.db.cursor()
            sql = 'insert into qunar(url, title, date, day, who, text, image) \
            values (%s, %s , %s, %s, %s, %s, %s)'   # 插入数据库的sql语句
            print(sql)
            cursor.execute(sql, (url, title, date, day, who, text, image))
            print(cursor.lastrowid)
            self.db.commit()
        except exception as e:
            print(e)
            self.db.rollback()

    @every(minutes=24 * 60)
    def on_start(self):
        self.crawl('http://travel.qunar.com/travelbook/list.htm', callback=self.index_page)

    @config(age=10 * 24 * 60 * 60)
    def index_page(self, response):
        for each in response.doc('li > .tit > a').items():
            self.crawl(each.attr.href, callback=self.detail_page, fetch_type='js')
        next_url = response.doc('.next').attr.href
        self.crawl(next_url, callback=self.index_page)

    @config(priority=2)
    def detail_page(self, response):
        url = response.url
        title = response.doc('title').text()
        date = response.doc('.when .data').text()
        day = response.doc('.howlong .data').text()
        who = response.doc('.who .data').text()
        text = response.doc('#b_panel_schedule').text()[0:100].replace('\"', '\'', 10)
        image = response.doc('.cover_img').attr.src

     # 存入数据库 self.save_in_mysql(url, title, date, day, who, text, image) return { "url": response.url, "title": response.doc('title').text(), "date": response.doc('.when .data').text(), "day": response.doc('.howlong .data').text(), "who": response.doc('.who .data').text(), "text": response.doc('#b_panel_schedule').text(), "image": response.doc('.cover_img').attr.src }

 

数据库建设: 

pyspider 数据存入Mysql--Python3

 

结果:

pyspider 数据存入Mysql--Python3