A crawler of doubamovie

Overview

豆瓣电影

A crawler of doubamovie

一个小小的入门级scrapy框架的应用,选取豆瓣电影对排行榜前1000的电影数据进行爬取。

spider.py

start_requests方法为scrapy的方法,我们对它进行重写。

def start_requests(self):
    # 将start_url中的链接通过for循环进行遍历。
    for url in self.start_urls:
        # 通过yield发送Request请求。
        # 这里的Reques注意是scrapy下的Request类。注意不到导错类了。
        # 这里的有3个参数:
        #        1、url为遍历后的链接
        #        2、callback为发送完请求后通过什么方法进行处理,这里通过parse方法进行处理。
        #        3、如果网站设置了防爬措施,需要加上headers伪装浏览器发送请求。

        yield scrapy.Request(url=url, callback=self.parse, headers=self.headler)

使用scrapy的css选择器,定位选取范围div.item

重写parse对start_request()请求到的数据进行处理,通过yield对爬取到的网页数据进行封装

def parse(self, response):
    # 这里使用scrapy的css选择器,既然数据在class为item的div下,那么把选取范围定位div.item
    for quote in response.css('div.item'):
        # 通过yield对网页数据进行循环抓取
        yield {
            # 抓取排名、电影名、导演、主演、上映日期、制片国家 / 地区、类型,评分、评论数量、一句话评价以及电影链接
            "电影链接": quote.css('div.info div.hd a::attr(href)').extract_first(),
            "排名": quote.css('div.pic em::text').extract(),
            "电影名": quote.css('div.info div.hd a span.title::text')[0].extract(),
            "上映年份": quote.css('div.info div.bd p::text')[1].extract().split('/')[0].strip(),
            "制片国家": quote.css('div.info div.bd p::text')[1].extract().split('/')[1].strip(),
            "类型": quote.css('div.info div.bd p::text')[1].extract().split('/')[2].strip(),
            "评分": quote.css('div.info div.bd div.star span.rating_num::text').extract(),
            "评论数量": quote.css('div.info div.bd div.star span::text')[1].re(r'\d+'),
            "引言": quote.css('div.info div.bd p.quote span.inq::text').extract(),
        }
    next_url = response.css('div.paginator span.next a::attr(href)').extract()
    if next_url:
        next_url = "https://movie.douban.com/top250" + next_url[0]
        print(next_url)
        yield scrapy.Request(next_url, headers=self.headler)

pipelines.py

将其存入mongodb数据库中,不用提前创建表。

def __init__(self):
    self.client = pymongo.MongoClient('localhost', 27017)
    scrapy_db = self.client['doubanmovie']  # 创建数据库
    self.coll = scrapy_db['movie']  # 创建数据库中的表格

def process_item(self, item, spider):
    self.coll.insert_one(dict(item))
    return item

def close_spider(self, spider):
    self.client.close()

item.py

数据封装

url = scrapy.Field()
name = scrapy.Field()
order = scrapy.Field()
content = scrapy.Field()
contentnum = scrapy.Field()
year = scrapy.Field()
country = scrapy.Field()
score = scrapy.Field()
vary = scrapy.Field()
Owner
Cats without dried fish
Cats without dried fish
A high-level distributed crawling framework.

Cola: high-level distributed crawling framework Overview Cola is a high-level distributed crawling framework, used to crawl pages and extract structur

Xuye (Chris) Qin 1.5k Dec 24, 2022
Video Games Web Scraper is a project that crawls websites and APIs and extracts video game related data from their pages.

Video Games Web Scraper Video Games Web Scraper is a project that crawls websites and APIs and extracts video game related data from their pages. This

Albert Marrero 1 Jan 12, 2022
Python Web Scrapper Project

Web Scrapper Projeto desenvolvido em python, sobre tudo com Selenium, BeautifulSoup e Pandas é um web scrapper que puxa uma tabela com as principais e

Jordan Ítalo Amaral 2 Jan 04, 2022
A high-level distributed crawling framework.

Cola: high-level distributed crawling framework Overview Cola is a high-level distributed crawling framework, used to crawl pages and extract structur

Xuye (Chris) Qin 1.5k Jan 04, 2023
A Web Scraper built with beautiful soup, that fetches udemy course information. Get udemy course information and convert it to json, csv or xml file

Udemy Scraper A Web Scraper built with beautiful soup, that fetches udemy course information. Installation Virtual Environment Firstly, it is recommen

Aditya Gupta 15 May 17, 2022
中国大学生在线 四史自动答题刷分(现仅支持英雄篇)

中国大学生在线 “四史”学习教育竞答 自动答题 刷分 (现仅支持英雄篇,已更新可用) 若对您有所帮助,记得点个Star 🌟 !!! 中国大学生在线 “四史”学习教育竞答 自动答题 刷分 (现仅支持英雄篇,已更新可用) 🥰 🥰 🥰 依赖 本项目依赖的第三方库: requests 在终端执行以下

XWhite 229 Dec 12, 2022
UsernameScraperTool - Username Scraper Tool With Python

UsernameScraperTool Username Scraper for 40+ Social sites. How To use git clone

E4crypt3d 1 Dec 20, 2022
This is a simple website crawler which asks for a website link from the user to crawl and find specific data from the given website address.

This is a simple website crawler which asks for a website link from the user to crawl and find specific data from the given website address.

Faisal Ahmed 1 Jan 10, 2022
This is a python api to scrape search results from a url.

googlescrape Installation Installation is simple! # Stable version pip install googlescrape Examples from googlescrape import client scrapeClient=cli

1 Dec 15, 2022
Web scrapping

Project Setup Table of Contents Project Setup Table of Contents Run project locally Install Requirements Run script Run project locally Install Requir

Charles 3 Feb 04, 2022
Binance harvester - A Python 3 script to harvest data from the Binance socket stream and calculate popular TA indicators and produce lists of top trending coins

Binance harvester - A Python 3 script to harvest data from the Binance socket stream and calculate popular TA indicators and produce lists of top trending coins

68 Oct 08, 2022
download NCERT books using scrapy

download_ncert_books download NCERT books using scrapy Downloading Books: You can either use the spider by cloning this repo and following the instruc

1 Dec 02, 2022
a small library for extracting rich content from urls

A small library for extracting rich content from urls. what does it do? micawber supplies a few methods for retrieving rich metadata about a variety o

Charles Leifer 588 Dec 27, 2022
Script for scrape user data like "id,username,fullname,followers,tweets .. etc" by Twitter's search engine .

TwitterScraper Script for scrape user data like "id,username,fullname,followers,tweets .. etc" by Twitter's search engine . Screenshot Data Users Only

Remax Alghamdi 19 Nov 17, 2022
Libextract: extract data from websites

Libextract is a statistics-enabled data extraction library that works on HTML and XML documents and written in Python

499 Dec 09, 2022
Scrapes proxies and saves them to a text file

Proxy Scraper Scrapes proxies from https://proxyscrape.com and saves them to a file. Also has a customizable theme system Made by nell and Lamp

nell 2 Dec 22, 2021
Dictionary - Application focused on word search through web scraping

Dictionary - Application focused on word search through web scraping, in addition to other functions such as dictation, spell and conjugation of syllables.

Juan Manuel 2 May 09, 2022
Crawl the information of a given keyword on Google search engine

Crawl the information of a given keyword on Google search engine

4 Nov 09, 2022
Automatically scrapes all menu items from the Taco Bell website

Automatically scrapes all menu items from the Taco Bell website. Returns as PANDAS dataframe.

Sasha 2 Jan 15, 2022
A Telegram crawler to search groups and channels automatically and collect any type of data from them.

Introduction This is a crawler I wrote in Python using the APIs of Telethon months ago. This tool was not intended to be publicly available for a numb

39 Dec 28, 2022