上传文件至 q2_1_crawler
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q2_1_crawler/q2_1.py
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39
q2_1_crawler/q2_1.py
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import requests
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import json
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# 1. 配置请求头(测试头,满足题目要求)
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headers = {
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"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36",
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"Accept-Language": "zh-CN,zh;q=0.9",
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"Referer": "https://exam.detr.top/"
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}
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url = "https://exam.detr.top/exam-b/movies"
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# 2. 一次性请求获取全部数据(题目要求单次抓取)
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resp = requests.get(url, headers=headers)
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resp.raise_for_status() # 捕获请求异常
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# 保存原始网页源码到 movies.html
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with open("movies.html", "w", encoding="utf-8") as f:
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f.write(resp.text)
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# 解析接口返回的json数据
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movie_data = resp.json()
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# 筛选全部10部电影,校验字段:id, title, director, year, rating, duration, genre, actors_count
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valid_movies = []
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for item in movie_data:
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needed_keys = ["id", "title", "director", "year", "rating", "duration", "genre", "actors_count"]
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# 只保留包含全部要求键的电影
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if all(k in item for k in needed_keys):
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valid_movies.append(item)
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# 保存电影数据到 movies.json
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with open("movies.json", "w", encoding="utf-8") as f:
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json.dump(valid_movies, f, ensure_ascii=False, indent=2)
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print("抓取完成:已生成 movies.html 和 movies.json")
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print(f"共抓取到 {len(valid_movies)} 部电影")
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55
q2_1_crawler/q2_2.py
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55
q2_1_crawler/q2_2.py
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import json
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from collections import defaultdict
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# 读取json文件
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with open("movies.json", "r", encoding="utf-8") as f:
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movies = json.load(f)
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# ① 找出评分最高、最低电影
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def get_rating_extreme():
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# 按rating排序
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sorted_movies = sorted(movies, key=lambda x: x["rating"])
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lowest = sorted_movies[0]
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highest = sorted_movies[-1]
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print("=== ① 评分极值 ===")
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print(f"评分最低电影:{lowest['title']},评分:{lowest['rating']}")
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print(f"评分最高电影:{highest['title']},评分:{highest['rating']}")
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return highest, lowest
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# ② 统计各类型电影数量(genre为列表,拆分统计)
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def count_genre():
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genre_count = defaultdict(int)
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for movie in movies:
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genres = movie["genre"]
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for g in genres:
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genre_count[g] += 1
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print("\n=== ② 各类型电影数量(字典格式)===")
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print(dict(genre_count))
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return dict(genre_count)
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# ③ 统计各导演电影数量
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def count_director():
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dir_count = defaultdict(int)
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for movie in movies:
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d = movie["director"]
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dir_count[d] += 1
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print("\n=== ③ 各导演电影数量(字典格式)===")
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print(dict(dir_count))
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return dict(dir_count)
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# ④ 统计2020年(含)以后上映电影数量
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def count_after_2020():
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cnt = 0
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for movie in movies:
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if movie["year"] >= 2020:
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cnt += 1
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print("\n=== ④ 2020年(含)后上映电影数量 ===")
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print(f"总数:{cnt}")
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return cnt
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# 执行全部分析逻辑
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if __name__ == "__main__":
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get_rating_extreme()
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count_genre()
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count_director()
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count_after_2020()
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