上传文件至 /
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103
data_ana.py
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103
data_ana.py
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import os
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import pandas as pd
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import mysql.connector
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from flask import Flask, request, redirect, url_for, render_template
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from datetime import datetime
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app = Flask(__name__)
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UPLOAD_FOLDER = 'uploads'
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app.config['UPLOAD_FOLDER'] = UPLOAD_FOLDER
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# 创建上传文件夹
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if not os.path.exists(UPLOAD_FOLDER):
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os.makedirs(UPLOAD_FOLDER)
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def process_excel(file_path):
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# 读取excel文件
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df = pd.read_excel(file_path)
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# 统计数据
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summary_row = df[df.iloc[:, 0].str.contains('汇总', na=False)]
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print("汇总行的数据:")
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print(summary_row)
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#获取指定数据
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C = summary_row.iloc[0, 18]
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return C
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def write_to_mysql(C):
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# 连接MySQL数据库
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conn = mysql.connector.connect(
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host='change-to-your-host',
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user='your-username',
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password='your-password',
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database='your-table'
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)
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cursor = conn.cursor()
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# 查询当前最大id
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cursor.execute('SELECT MAX(id) FROM `all-mt`')
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max_id = cursor.fetchone()[0]
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# 计算新记录的id值
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new_id = (max_id + 1) if max_id is not None else 1
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#获取当前时间
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current_date = datetime.now().date()
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#数据类型转换
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C=int(C)
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# 插入统计结果到数据库
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sql = f"INSERT INTO `1` (id, update_date, C) VALUES (%s, %s, %s)"
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values = (new_id, current_date, C)
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print("Executing SQL:", sql)
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print("With values:", values)
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cursor.execute(sql, values)
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# 提交事务
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conn.commit()
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# 关闭连接
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cursor.close()
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conn.close()
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@app.route('/', methods=['GET', 'POST'])
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def upload_file():
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if request.method == 'POST':
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# 检查是否选择了文件
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if 'file' not in request.files:
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return 'No file part'
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file = request.files['file']
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# 检查是否上传了文件
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if file.filename == '':
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return 'No selected file'
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if file:
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file_path = os.path.join(app.config['UPLOAD_FOLDER'], file.filename)
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file.save(file_path)
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# 处理Excel文件
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C = process_excel(file_path)
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# 写入MySQL数据库
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write_to_mysql(C)
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return f"数据已成功写入MySQL数据库"
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return '''
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<!doctype html>
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<title>数据分析系统</title>
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<h1>数据上传分析系统</h1>
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<form method=post enctype=multipart/form-data>
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选择文件: <input type=file name=file><br><br>
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<input type=submit value=Upload>
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</form>
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'''
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if __name__ == '__main__':
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app.run(host='0.0.0.0', port=6001)
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