初级
统计各课程平均成绩
未完成
初级参考
完整示例代码供参考,建议自己理解后重新输入
def solve():
from pyodide.http import open_url
instructors_csv = open_url("https://data.zuihe.com/dbd/education/state_D01/instructors.csv").read()
courses_csv = open_url("https://data.zuihe.com/dbd/education/state_D01/courses.csv").read()
students_csv = open_url("https://data.zuihe.com/dbd/education/state_D01/students.csv").read()
enrollments_csv = open_url("https://data.zuihe.com/dbd/education/state_D01/enrollments.csv").read()
assignments_csv = open_url("https://data.zuihe.com/dbd/education/state_D01/assignments.csv").read()
submissions_csv = open_url("https://data.zuihe.com/dbd/education/state_D01/submissions.csv").read()
import sqlite3
import pandas as pd
from io import StringIO
conn = sqlite3.connect(':memory:')
pd.read_csv(StringIO(submissions_csv)).to_sql('submissions', conn, index=False, if_exists='replace')
pd.read_csv(StringIO(assignments_csv)).to_sql('assignments', conn, index=False, if_exists='replace')
pd.read_csv(StringIO(courses_csv)).to_sql('courses', conn, index=False, if_exists='replace')
result = pd.read_sql_query("""
SELECT c.title, COUNT(s.id) AS submission_count,
ROUND(AVG(s.score), 1) AS avg_score
FROM submissions s
JOIN assignments a ON s.assignment_id = a.id
JOIN courses c ON a.course_id = c.id
GROUP BY c.id, c.title
ORDER BY avg_score DESC
""", conn)
print(result.to_string(index=False))
conn.close()
示例
输入
solve()
期望输出
title submission_count avg_score
Python自动化办公 2 93.5
Python数据分析实战 7 86.1
SQL数据库实战 4 85.8
Python从零到精通 7 79.9
算法与数据结构 3 79.3
Python爬虫实战 1 78.0
机器学习入门 1 77.0
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