ai_member_xiaoxi/skills/vala-component-practice-stat/scripts/generate_excel.py
2026-04-14 08:00:01 +08:00

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import pandas as pd
import numpy as np
import sys
# 兼容numpy版本
try:
np._get_promotion_state = lambda *args, **kwargs: 0
except:
pass
def generate_excel(l1_oops_csv, l2_oops_csv, l1_exit_csv, l2_exit_csv, output_path):
"""
生成包含4个sheet的Excel报表
:param l1_oops_csv: L1等级Oops率统计结果CSV路径
:param l2_oops_csv: L2等级Oops率统计结果CSV路径
:param l1_exit_csv: L1等级退出率统计结果CSV路径
:param l2_exit_csv: L2等级退出率统计结果CSV路径
:param output_path: 输出Excel文件路径
"""
# 读取CSV文件
df_l1_oops = pd.read_csv(l1_oops_csv)
df_l2_oops = pd.read_csv(l2_oops_csv)
df_l1_exit = pd.read_csv(l1_exit_csv)
df_l2_exit = pd.read_csv(l2_exit_csv)
# 创建Excel文件
with pd.ExcelWriter(output_path) as writer:
df_l1_oops.to_excel(writer, sheet_name='L1组件Oops率', index=False)
df_l2_oops.to_excel(writer, sheet_name='L2组件Oops率', index=False)
df_l1_exit.to_excel(writer, sheet_name='L1组件退出率', index=False)
df_l2_exit.to_excel(writer, sheet_name='L2组件退出率', index=False)
print(f"Excel报表生成成功{output_path}")
if __name__ == "__main__":
if len(sys.argv) != 6:
print("用法python generate_excel.py <l1_oops_csv路径> <l2_oops_csv路径> <l1_exit_csv路径> <l2_exit_csv路径> <输出Excel路径>")
sys.exit(1)
generate_excel(sys.argv[1], sys.argv[2], sys.argv[3], sys.argv[4], sys.argv[5])