怎么使用Pandas直接核算Excel中的快递费用

2021-08-18 10:36:32 浏览数 (2399)

在我们使用excel的时候，一些数据的计算我们会用到excel自带的函数来计算，但有些时候这些函数并不是那么好用，这时候我们可以换一种思路——使用pandas核算excel数据。那么怎么使用pandas直接核算excel中的快递费用呢，接下来的这篇文章带你了解。

一、确定核算规则

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二、根据核算规则编写代码，生成核算列

# -*- coding:utf-8 -*- 
import pandas as pd 
from math import ceil
import os

def account(adress,weight):
    
    if adress == "湖南":
        if weight <= 3:
            totel = 2.5
        elif  (weight >= 3) and (weight<=5):
            totel = 3.5 + ceil((weight-3))*1
        else:
            totel = ceil(weight)*1
        return totel
            
    elif adress in ["河北","天津","山西","浙江","江苏","安徽","福建","山东","江西","广东","广西","河南","湖北","陕西","四川","重庆","云南","贵州"]:
        if weight <= 3:
            totel = 2.5
        elif  (weight >= 3) and (weight<=5):
            totel = 3.5 + ceil((weight-3))*1
        else:
            totel = ceil(weight)*2 
        return totel
    
    elif adress in ["深圳","北京","上海"]:
        if weight <= 3:
            totel = 3.3
        elif  (weight >= 3) and (weight<=5):
            totel = 3.5 + ceil((weight-3))*1.5
        else:
            totel = ceil(weight)*2
        return totel
            
    elif adress in ["海南","辽宁","黑龙江","吉林"]:
        if weight <= 3:
            totel = 2.5
        elif  (weight >= 3) and (weight<=5):
            totel = 3.5 + ceil((weight-3))*2.5
        else:
            totel = ceil(weight)*3
        return totel
    elif adress in ["内蒙古","甘肃","宁夏","青海"]:
        if  weight <= 1:
            totel = 9
        else:
            totel = 9 + ceil(weight-1)*6 
        return totel
    elif adress == "新疆":
        if  weight <= 1:
            totel = 15
        else:
            totel = 15 + ceil(weight-1)*12 
        return totel
    elif adress == "西藏":
        if  weight <= 1:
            totel = 16
        else:
            totel = 15 + ceil(weight-1)*18 
        return totel    
    else:
        print("你输入的省份不合法！！！")
    
file_path = input("请输入文件路径：")   
sheet_name = input("请输入工作簿名称：")
pf = pd.read_excel(file_path,sheet_name=sheet_name)
#获取省份一列
pro = pf["省份"].values.tolist()
#获取重量一列
wt = pf["重量"].values.tolist()
#核算列
totel = []
for p,w in zip(pro,wt):
    print(p,w)
    totel.append(account(p,w))

pf["最新核算结果"] = totel
file_name = os.path.basename(file_path)
pf.to_excel(os.path.join(os.path.dirname(file_path),os.path.basename(file_path).split(".")[0]+sheet_name+"最新核算结果"+".xlsx"))

三、输入账单，进行核算。

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在脚本文件目录中执行pyinstaller -F hesuan.py 进行打包exe文件，如果为安装pyinstaller,使用pip install pyinstaller 安装。点击运行打包后的exe文件，输入文件的路径名和sheet名，就可以进行自动核算，脚本运行完成后会自动保存一个新的Excel文件。

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到此这篇pandas核算excel数据的文章就介绍到这了，希望能给大家带来一个参考，也希望大家以后多多支持W3Cschool！