上传文件至 q2_1_crawler

This commit is contained in:
2026-06-23 11:18:32 +08:00
parent c1fa4e65df
commit 5a8416c145
2 changed files with 94 additions and 0 deletions

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q2_1_crawler/q2_1.py Normal file
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import requests
import json
# 1. 配置请求头(测试头,满足题目要求)
headers = {
"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",
"Accept-Language": "zh-CN,zh;q=0.9",
"Referer": "https://exam.detr.top/"
}
url = "https://exam.detr.top/exam-b/movies"
# 2. 一次性请求获取全部数据(题目要求单次抓取)
resp = requests.get(url, headers=headers)
resp.raise_for_status() # 捕获请求异常
# 保存原始网页源码到 movies.html
with open("movies.html", "w", encoding="utf-8") as f:
f.write(resp.text)
# 解析接口返回的json数据
movie_data = resp.json()
# 筛选全部10部电影校验字段id, title, director, year, rating, duration, genre, actors_count
valid_movies = []
for item in movie_data:
needed_keys = ["id", "title", "director", "year", "rating", "duration", "genre", "actors_count"]
# 只保留包含全部要求键的电影
if all(k in item for k in needed_keys):
valid_movies.append(item)
# 保存电影数据到 movies.json
with open("movies.json", "w", encoding="utf-8") as f:
json.dump(valid_movies, f, ensure_ascii=False, indent=2)
print("抓取完成:已生成 movies.html 和 movies.json")
print(f"共抓取到 {len(valid_movies)} 部电影")

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q2_1_crawler/q2_2.py Normal file
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import json
from collections import defaultdict
# 读取json文件
with open("movies.json", "r", encoding="utf-8") as f:
movies = json.load(f)
# ① 找出评分最高、最低电影
def get_rating_extreme():
# 按rating排序
sorted_movies = sorted(movies, key=lambda x: x["rating"])
lowest = sorted_movies[0]
highest = sorted_movies[-1]
print("=== ① 评分极值 ===")
print(f"评分最低电影:{lowest['title']},评分:{lowest['rating']}")
print(f"评分最高电影:{highest['title']},评分:{highest['rating']}")
return highest, lowest
# ② 统计各类型电影数量genre为列表拆分统计
def count_genre():
genre_count = defaultdict(int)
for movie in movies:
genres = movie["genre"]
for g in genres:
genre_count[g] += 1
print("\n=== ② 各类型电影数量(字典格式)===")
print(dict(genre_count))
return dict(genre_count)
# ③ 统计各导演电影数量
def count_director():
dir_count = defaultdict(int)
for movie in movies:
d = movie["director"]
dir_count[d] += 1
print("\n=== ③ 各导演电影数量(字典格式)===")
print(dict(dir_count))
return dict(dir_count)
# ④ 统计2020年以后上映电影数量
def count_after_2020():
cnt = 0
for movie in movies:
if movie["year"] >= 2020:
cnt += 1
print("\n=== ④ 2020年后上映电影数量 ===")
print(f"总数:{cnt}")
return cnt
# 执行全部分析逻辑
if __name__ == "__main__":
get_rating_extreme()
count_genre()
count_director()
count_after_2020()