spider2.py

import json
from os import makedirs
from os.path import exists
import requests
import logging
import re
from urllib.parse import urljoin
import multiprocessing

logging.basicConfig(level=logging.INFO,
                    format='%(asctime)s - %(levelname)s: %(message)s')

BASE_URL = 'https://static1.scrape.cuiqingcai.com'
TOTAL_PAGE = 10

RESULTS_DIR = 'results'
exists(RESULTS_DIR) or makedirs(RESULTS_DIR)

def scrape_page(url):
    """
    scrape page by url and return its html
    :param url: page url
    :return: html of page
    """
    logging.info('scraping %s...', url)
    try:
        response = requests.get(url)
        if response.status_code == 200:
            return response.text
        logging.error('get invalid status code %s while scraping %s', response.status_code, url)
    except requests.RequestException:
        logging.error('error occurred while scraping %s', url, exc_info=True)

def scrape_index(page):
    """
    scrape index page and return its html
    :param page: page of index page
    :return: html of index page
    """
    index_url = f'{BASE_URL}/page/{page}'
    return scrape_page(index_url)

def parse_index(html):
    """
    parse index page
    :param html: html of index page
    :return: generator of detail page url
    """
    doc = pq(html)
    links = doc('.el-card .name')
    for link in links.items():
        href = link.attr('href')
        detail_url = urljoin(BASE_URL, href)
        logging.info('get detail url %s', detail_url)
        yield detail_url

def scrape_detail(url):
    """
    scrape detail page and return its html
    :param page: page of detail page
    :return: html of detail page
    """
    return scrape_page(url)

def parse_detail(html):
    """
    parse detail page
    :param html: html of detail page
    :return: data
    """
    
    cover_pattern = re.compile('class="item.*?<img.*?src="(.*?)".*?class="cover">', re.S)
    name_pattern = re.compile('<h2.*?>(.*?)</h2>')
    categories_pattern = re.compile('<button.*?category.*?<span>(.*?)</span>.*?</button>', re.S)
    published_at_pattern = re.compile('(\d{4}-\d{2}-\d{2})\s?上映')
    drama_pattern = re.compile('<div.*?drama.*?>.*?<p.*?>(.*?)</p>', re.S)
    score_pattern = re.compile('<p.*?score.*?>(.*?)</p>', re.S)
    
    cover = re.search(cover_pattern, html).group(1).strip() if re.search(cover_pattern, html) else None
    name = re.search(name_pattern, html).group(1).strip() if re.search(name_pattern, html) else None
    categories = re.findall(categories_pattern, html) if re.findall(categories_pattern, html) else []
    published_at = re.search(published_at_pattern, html).group(1) if re.search(published_at_pattern, html) else None
    drama = re.search(drama_pattern, html).group(1).strip() if re.search(drama_pattern, html) else None
    score = float(re.search(score_pattern, html).group(1).strip()) if re.search(score_pattern, html) else None
    
    return {
        'cover': cover,
        'name': name,
        'categories': categories,
        'published_at': published_at,
        'drama': drama,
        'score': score
    }

def save_data(data):
    """
    save to json file
    :param data:
    :return:
    """
    name = data.get('name')
    data_path = f'{RESULTS_DIR}/{name}.json'
    json.dump(data, open(data_path, 'w', encoding='utf-8'), ensure_ascii=False, indent=2)

def main(page):
    """
    main process
    :return:
    """
    index_html = scrape_index(page)
    detail_urls = parse_index(index_html)
    for detail_url in detail_urls:
        detail_html = scrape_detail(detail_url)
        data = parse_detail(detail_html)
        logging.info('get detail data %s', data)
        logging.info('saving data to json file')
        save_data(data)
        logging.info('data saved successfully')

if __name__ == '__main__':
    pool = multiprocessing.Pool()
    pages = range(1, TOTAL_PAGE + 1)
    pool.map(main, pages)
    pool.close()