货物数据处理，pandas和openpyxl联合处理

处理文件题头格式

部门名称	年度名称	季节名称	商品名称	商品代码	品牌名称	品类名称	颜色名称	商店名称	0M	1L	1XL	27	28	29	2XL	30	31	32	33	3XL	4XL	5XL	6XL	S	均

1.导入包

导入源

pip install openpyxl -i https://pypi.doubanio.com/simple
pip install pandas -i https://pypi.doubanio.com/simple

from openpyxl import load_workbook
from openpyxl import styles
from openpyxl.styles import *
import pandas as pd
import string

2.加载excel文件

# Press the green button in the gutter to run the script.
if __name__ == '__main__':
    filePath1 = './src/超级原始数据精修.xlsx'
    # 加载工作簿
    wb = load_workbook(filePath1)
    # 获取sheet页,修改第一个sheet页面为
    name1 = wb.sheetnames[0]
    ws1 = wb[name1]
    ws1.title = "销售明细"
    wb.save(filePath1)

    #销售明细
    df0 = pd.read_excel(filePath1, sheet_name='销售明细')

3.设置数据处理父亲

#销售明细
    df0 = pd.read_excel(filePath1, sheet_name='销售明细')
    index_list = ['部门名称', '年度名称', '季节名称', '商品代码', '商品名称', '品牌名称', '品类名称', '颜色名称', '商店名称']

    # 求和方法二，需将文本的列指定为索引
    df0 = df0.set_index(index_list)
    #df1.loc["按列求和"] = df1.apply(lambda x: x.sum())
    df0['合计'] = df0.apply(lambda x: x.sum(), axis=1)

    #df1=df1.sum()

    filePath2 = './src/超级处理结果精修.xlsx'
    #重置索引，防止单元格合并
    df0 = df0.reset_index()
    index_list = ['部门名称', '年度名称','季节名称','商品代码', '商品名称', '品牌名称', '品类名称', '颜色名称']
    value_list = ['0M', '1L', '1XL', '27', '28', '29', '2XL', '30', '3XL', '4XL', '5XL', '6XL', 'S', '均', '合计']
   

4.父亲复制自己生成孩子

df1 = df0.pivot_table(index=index_list, values=value_list, aggfunc='sum').copy()

5.数据处理

行求和，排序，列求和

行求和

	df0 = pd.read_excel(filePath1, sheet_name='销售明细')
    index_list = ['部门名称', '年度名称', '季节名称', '商品代码', '商品名称', '品牌名称', '品类名称', '颜色名称', '商店名称']
    # 求和方法二，需将文本的列指定为索引
    df0 = df0.set_index(index_list)
    #df1.loc["按列求和"] = df1.apply(lambda x: x.sum())
    df0['合计'] = df0.apply(lambda x: x.sum(), axis=1)

列求和和排序

	df2 = df0.copy()
    df2.pop('年度名称')
    df2.pop('季节名称')
    index_list = ['部门名称', '商品代码', '商品名称', '品牌名称', '品类名称', '颜色名称']
    value_list = ['0M','1L','1XL','27','28','29','2XL','30','3XL','4XL','5XL','6XL','S','均','合计']
    #使用透视表聚合
    df2 = df2.pivot_table(index= index_list,values=value_list,aggfunc='sum')
    # 重置索引，防止单元格合并
    df2 = df2.reset_index()
    #将合计列放到最后面
    #dataframe中某一列放到最后，并改名为合计
    df2['合计'] = df2.pop('合计')
    df2.sort_values(by="合计", axis=0, ascending=False, inplace=True)
    #列求和
    df2 = df2.set_index('部门名称')
    df2.loc['合计'] = df2.apply(lambda x: x.sum(), axis=0)
    # 重置索引，防止索引列导出消失
    df2 = df2.reset_index()

将0值替换为空值

#df1将0转变为空
    df1 = df1.replace(0, '')
    df1.to_excel(result_sheet, "销售明细", index=False, na_rep=0, inf_rep=0)

6.excel格式设置

插入列，合并单元格，设置文字居中，背景色填充，设置边框

from openpyxl import load_workbook
from openpyxl import styles
from openpyxl.styles import *
import pandas as pd
import string
import re

def print_hi(name):
    # Use a breakpoint in the code line below to debug your script.
    print(f'Hi, {name}')  # Press Ctrl+F8 to toggle the breakpoint.


def number_to_column(n):
    """Convert a number to the corresponding column letter in Excel"""
    column = ""
    while n > 0:
        n -= 1
        column = string.ascii_uppercase[n % 26] + column
        n //= 26
    return column

def auto_col_width(ws):
    lks = []  # 英文变量太费劲，用汉语首字拼音代替
    for i in range(1, ws.max_column + 1):  # 每列循环
        lk = 0.5  # 定义初始列宽，并在每个行循环完成后重置
        for j in range(1, ws.max_row + 1):  # 每行循环
            sz = ws.cell(row=j, column=i).value  # 每个单元格内容
            lk1 = 0.7 * len(re.findall('([\u4e00-\u9fa5])', str(sz))) + len(str(sz))
            if lk < lk1:
                lk = lk1  # 借助每行循环将最大值存入lk中
            # print(lk)
        lks.append(lk)  # 将每列最大宽度加入列表。（犯了一个错，用lks = lks.append(lk)报错，append会修改列表变量，返回值none，而none不能继续用append方法）

    # 第二步：设置列宽
    for i in range(1, ws.max_column + 1):
        k = number_to_column(i)  # 将数字转化为列名,26个字母以内也可以用[chr(i).upper() for i in range(97, 123)]，不用导入模块
        ws.column_dimensions[k].width = lks[i - 1] + 2  # 设置列宽，一般加两个字节宽度，可以根据实际情况灵活调整
    return ws


def set_cell_style(ws):
    # 边框
    border = Border(
        left=Side(border_style='thin', color='000000'),
        right=Side(border_style='thin', color='000000'),
        top=Side(border_style='thin', color='000000'),
        bottom=Side(border_style='thin', color='000000'),
    )
    # 对齐
    alignment = Alignment(
        horizontal='center',
        vertical='center',
        text_rotation=0,
        indent=0
    )
    # 字体
    font = Font(
        name='微软雅黑',
        size=9,
        bold=False,
        italic=False,
        strike=False,
        color='000000'
    )

    rows = ws.max_row  # 获取最大行
    columns = ws.max_column  # 获取最大列
    # 遍历表格内容,注意：openpyxl下标是从1开始
    for i in range(1, rows + 1):
        for j in range(1, columns + 1):
            # 设置边框
            ws.cell(i, j).border = border
            # 设置居中对齐
            ws.cell(i, j).alignment = alignment
            # 设置字体
            ws.cell(i, j).font = font
    return ws


def font_bold(ws):
    max_col = ws.max_column
    max_row = ws.max_row
    # 字体
    font = Font(
        name='微软雅黑',
        size=12,
        bold=True,
        italic=False,
        strike=False,
        color='000000'
    )
    for i in range(1, max_col+1) :
        for cell in ws[2]:
            cell.font = font
        for cell in ws[max_row]:
            cell.font = font
    return ws


# Press the green button in the gutter to run the script.
if __name__ == '__main__':
    high_light_color = "7FFFD4"
    filePath1 = './src/超级原始数据精修.xlsx'
    # 加载工作簿
    wb = load_workbook(filePath1)
    # 获取sheet页,修改第一个sheet页面为
    name1 = wb.sheetnames[0]
    ws1 = wb[name1]
    ws1.title = "销售明细"

    #销售明细
    df0 = pd.read_excel(filePath1, sheet_name='销售明细')
    index_list = ['部门名称', '年度名称', '季节名称', '商品代码', '商品名称', '品牌名称', '品类名称', '颜色名称', '商店名称']

    # 求和方法二，需将文本的列指定为索引
    df0 = df0.set_index(index_list)
    #df1.loc["按列求和"] = df1.apply(lambda x: x.sum())
    df0['合计'] = df0.apply(lambda x: x.sum(), axis=1)

    #df1=df1.sum()

    filePath2 = './src/超级处理结果精修.xlsx'
    #重置索引，防止单元格合并
    df0 = df0.reset_index()
    index_list = ['部门名称', '年度名称','季节名称','商品代码', '商品名称', '品牌名称', '品类名称', '颜色名称']
    value_list = ['0M', '1L', '1XL', '27', '28', '29', '2XL', '30', '3XL', '4XL', '5XL', '6XL', 'S', '均', '合计']
    df1 = df0.pivot_table(index=index_list, values=value_list, aggfunc='sum').copy()
    # 列求和
    df1 = df1.reset_index()
    df1 = df1.set_index('部门名称')
    df1.loc['合计'] = df1.apply(lambda x: x.sum(), axis=0)
    # df1=df1.sum()
    df1['合计'] = df1.pop('合计')
    filePath2 = './src/处理结果精修.xlsx'
    # 重置索引，防止单元格合并
    df1 = df1.reset_index()
    df1.to_excel("new_sheet1.xlsx", sheet_name="new_sheet", index=False, na_rep=0, inf_rep=0)

    #单款排名
    #去除年度和季节进行聚类
    df2 = df0.copy()
    df2.pop('年度名称')
    df2.pop('季节名称')
    index_list = ['部门名称', '商品代码', '商品名称', '品牌名称', '品类名称', '颜色名称']
    value_list = ['0M','1L','1XL','27','28','29','2XL','30','3XL','4XL','5XL','6XL','S','均','合计']
    #使用透视表聚合
    df2 = df2.pivot_table(index= index_list,values=value_list,aggfunc='sum')
    # 重置索引，防止单元格合并
    df2 = df2.reset_index()
    #将合计列放到最后面
    #dataframe中某一列放到最后，并改名为合计
    df2['合计'] = df2.pop('合计')
    df2.sort_values(by="合计", axis=0, ascending=False, inplace=True)
    #列求和
    df2 = df2.set_index('部门名称')
    df2.loc['合计'] = df2.apply(lambda x: x.sum(), axis=0)
    # 重置索引，防止索引列导出消失
    df2 = df2.reset_index()
    #品牌排名
    df3 = df0.copy()
    # 使用透视表聚合
    df3 = df3.pivot_table(index='品牌名称', values='合计', aggfunc='sum')
    # 重置索引，防止单元格合并
    df3 = df3.reset_index()
    # 将合计列放到最后面
    # dataframe中某一列放到最后，并改名为销售明细
    df3['销售明细'] = df3.pop('合计')
    df3.sort_values(by="销售明细", axis=0, ascending=False, inplace=True)
    df3 = df3.set_index('品牌名称')
    df3.loc['合计'] = df3.apply(lambda x: x.sum(), axis=0)
    # 重置索引，防止单元格合并
    df3 = df3.reset_index()
    #年度销售
    df4 = df0.copy()
    # 使用透视表聚合

    df4 = df4.pivot_table(index=['年度名称', '季节名称'], values='合计', aggfunc='sum')
    # 重置索引，防止单元格合并
    df4 = df4.reset_index()
    # 将合计列放到最后面
    # dataframe中某一列放到最后，并改名为销售明细
    df4['销售明细'] = df4.pop('合计')
    df4.sort_values(by="销售明细", axis=0, ascending=False, inplace=True)
    df4 = df4.set_index('年度名称')
    df4.loc['合计'] = df4.apply(lambda x: x.sum(), axis=0)
    # 重置索引，防止单元格合并
    df4 = df4.reset_index()
    #季节销售
    df5 = df0.copy()
    #使用透视表聚合
    df5 = df5.pivot_table(index=['季节名称'], values='合计', aggfunc='sum')
    # 重置索引，防止单元格合并
    df5 = df5.reset_index()
    df5['销售明细'] = df5.pop('合计')
    df5.sort_values(by="销售明细", axis=0, ascending=False, inplace=True)

    df5 = df5.set_index('季节名称')
    df5.loc['合计'] = df5.apply(lambda x: x.sum(), axis=0)
    # 重置索引，防止单元格合并
    df5 = df5.reset_index()
    #品类排名
    df6 = df0.copy()
    # 使用透视表聚合
    df6 = df6.pivot_table(index=['品类名称'], values='合计', aggfunc='sum')
    # 重置索引，防止单元格合并
    df6 = df6.reset_index()
    df6['销售明细'] = df6.pop('合计')
    df6.sort_values(by="销售明细", axis=0, ascending=False, inplace=True)
    df6 = df6.set_index('品类名称')
    df6.loc['合计'] = df6.apply(lambda x: x.sum(), axis=0)
    # 重置索引，防止单元格合并
    df6 = df6.reset_index()
    # print(df1)

    # 客户周销
    df7 = df0.pivot_table(index=['商店名称'], values='合计', aggfunc='sum').copy()
    # 重置索引，防止单元格合并
    df7 = df7.reset_index()
    df7['销售明细'] = df7.pop('合计')
    df7.sort_values(by="销售明细", axis=0, ascending=False, inplace=True)
    df7 = df7.set_index('商店名称')
    df7.loc['合计'] = df7.apply(lambda x: x.sum(), axis=0)
    # 重置索引，防止单元格合并
    df7 = df7.reset_index()
    # 加载工作簿
    filePath2 = './src/处理结果精修.xlsx'
    wb = load_workbook(filePath2)



    #创建表
    ws2 = wb.create_sheet("单款排名")
    ws3 = wb.create_sheet("品牌排名")
    ws4 = wb.create_sheet("年度销售")
    ws5 = wb.create_sheet("季节销售")
    ws6 = wb.create_sheet("品类排名")
    ws7 = wb.create_sheet("客户周销")
    wb.save(filePath2)


    #将生成的工作表导入到程序中
    result_sheet = pd.ExcelWriter(filePath2, engine='openpyxl')  # 先定义要存入的文件名xxx，然后分别存入xxx下不同的sheet
    #df1将0转变为空
    df1 = df1.replace(0, '')
    df1.to_excel(result_sheet, "销售明细", index=False, na_rep=0, inf_rep=0)
    df2 = df2.replace(0, '')
    df2.to_excel(result_sheet, "单款排名", index=False, na_rep=0, inf_rep=0)
    df3.to_excel(result_sheet, "品牌排名", index=False, na_rep=0, inf_rep=0)
    df4.to_excel(result_sheet, "年度销售", index=False, na_rep=0, inf_rep=0)
    df5.to_excel(result_sheet, "季节销售", index=False, na_rep=0, inf_rep=0)
    df6.to_excel(result_sheet, "品类排名", index=False, na_rep=0, inf_rep=0)
    df7.to_excel(result_sheet, "客户周销", index=False, na_rep=0, inf_rep=0)
    # 这步不能省，否则不生成文件
    result_sheet.save()

    # 销售明细
    # 加载工作簿
    wb1 = load_workbook(filePath2)
    # 获取sheet页
    ws1 = wb1['销售明细']
    # 设置字体
    # 创建一个字体对象并设置属性
    font1 = Font(
        name='微软雅黑',  # 字体名称
        size=18,  # 字体大小
        bold=True,  # 是否加粗
        italic=False,  # 是否斜体
        underline='none',  # 下划线类型：single、double、none等
        strike=False,  # 是否有删除线
        color='000000',  # 字体颜色，十六进制RGB值
        vertAlign='baseline'
    )
    dept_name = ws1['A2'].value
    ws1.insert_rows(0, 1)  # 插入一行
    min_row = ws1.min_row
    max_row = ws1.max_row
    min_col = ws1.min_column
    max_col = ws1.max_column
    ws1 = set_cell_style(ws1)
    # 设置单元格格式
    # 调整行高
    ws1.row_dimensions[1].height = 24

    # 合并单元格
    # 需要合并的左上方和右下方单元格坐标
    ws1.merge_cells(start_row=1, start_column=1, end_row=1, end_column=max_col)
    # 在单元格A1中应用字体样式
    ws1['A1'].font = font1
    ws1['A1'].value = dept_name + '销售明细'
    # 设置字体居中
    cell = ws1['A1']
    cell.alignment = styles.Alignment(horizontal='center', vertical='center')
    # 首行设置底色
    # 设置第一行单元格的背景颜色为黄色
    for cell in ws1[2]:
        cell.fill = PatternFill(start_color=high_light_color, end_color="FF0000", fill_type="solid")
    #列颜色填充
    for cell in ws1[number_to_column(max_col)]:
        cell.fill = PatternFill(start_color=high_light_color, end_color="FF0000", fill_type="solid")
        #设置边框
        cell.border = Border(left=Side(style='thin'), bottom=Side(style='thin'), right=Side(style='thin'), top=Side(style='thin'))
    #处理最后一行

    # 调整行高
    ws1.row_dimensions[max_row].height = 24
    # 设置末尾行单元格的背景颜色为黄色
    for cell in ws1[max_row]:
        cell.fill = PatternFill(start_color=high_light_color, end_color="FF0000", fill_type="solid")
        # 设置边框
        cell.border = Border(left=Side(style='thin'), bottom=Side(style='thin'), right=Side(style='thin'),top=Side(style='thin'))
    # 合并单元格
    # 需要合并的左上方和右下方单元格坐标
    ws1.merge_cells(start_row=max_row, start_column=1, end_row=max_row, end_column=8)
    # 在单元格A1中应用字体样式
    cell = ws1.cell(column=1, row=max_row)
    cell.alignment = styles.Alignment(horizontal='center', vertical='center')
    cell.font = font1
    cell.value = '合计'
    #调整列宽和加粗
    ws1 = auto_col_width(ws1)
    ws1 = font_bold(ws1)
    #单款排名
    # 获取sheet页
    ws2 = wb1['单款排名']
    # 设置字体
    # 创建一个字体对象并设置属性
    dept_name = ws2['A2'].value
    ws2.insert_rows(0, 1)  # 插入一行
    #调整单元格格式
    ws2 = set_cell_style(ws2)
    min_row = ws2.min_row
    max_row = ws2.max_row
    min_col = ws2.min_column
    max_col = ws2.max_column
    # 设置单元格格式
    # 调整行高
    ws2.row_dimensions[1].height = 24
    # 合并单元格
    # 需要合并的左上方和右下方单元格坐标
    ws2.merge_cells(start_row=1, start_column=1, end_row=1, end_column=max_col)
    # 在单元格A1中应用字体样式
    ws2['A1'].font = font1
    ws2['A1'].value = '单款排名'
    # 设置字体居中
    cell = ws2['A1']
    cell.alignment = styles.Alignment(horizontal='center', vertical='center')
    # 首行设置底色
    # 设置第一行单元格的背景颜色为黄色
    for cell in ws2[2]:
        cell.fill = PatternFill(start_color=high_light_color, end_color="FF0000", fill_type="solid")
    # 列颜色填充
    for cell in ws2[number_to_column(max_col)]:
        cell.fill = PatternFill(start_color=high_light_color, end_color="FF0000", fill_type="solid")
        # 设置边框
        cell.border = Border(left=Side(style='thin'), bottom=Side(style='thin'), right=Side(style='thin'),
                             top=Side(style='thin'))
    # 处理最后一行

    # 调整行高
    ws2.row_dimensions[max_row].height = 24
    # 设置末尾行单元格的背景颜色为黄色
    for cell in ws2[max_row]:
        cell.fill = PatternFill(start_color=high_light_color, end_color="FF0000", fill_type="solid")
        # 设置边框
        cell.border = Border(left=Side(style='thin'), bottom=Side(style='thin'), right=Side(style='thin'),
                             top=Side(style='thin'))
    # 合并单元格
    # 需要合并的左上方和右下方单元格坐标
    ws2.merge_cells(start_row=max_row, start_column=1, end_row=max_row , end_column=6)
    # 在单元格A1中应用字体样式
    cell = ws2.cell(column=1, row=max_row)
    cell.alignment = styles.Alignment(horizontal='center', vertical='center')
    cell.font = font1
    cell.value = '合计'
    # 调整列宽和加粗
    ws2 = auto_col_width(ws2)
    ws2 = font_bold(ws2)
    #品牌排名
    # 获取sheet页
    ws3 = wb1['品牌排名']
    ws3.insert_rows(0, 1)  # 插入一行
    # 调整单元格格式
    ws3 = set_cell_style(ws3)
    min_row = ws3.min_row
    max_row = ws3.max_row
    min_col = ws3.min_column
    max_col = ws3.max_column
    # 设置单元格格式
    # 调整行高
    ws3.row_dimensions[1].height = 24
    # 合并单元格
    # 需要合并的左上方和右下方单元格坐标
    ws3.merge_cells(start_row=1, start_column=1, end_row=1, end_column=max_col)
    # 在单元格A1中应用字体样式
    ws3['A1'].font = font1
    ws3['A1'].value = '品牌排名'
    # 设置字体居中
    cell = ws3['A1']
    cell.alignment = styles.Alignment(horizontal='center', vertical='center')
    # 首行设置底色
    # 设置第一行单元格的背景颜色为黄色
    for cell in ws3[2]:
        cell.fill = PatternFill(start_color=high_light_color, end_color="FF0000", fill_type="solid")
        # 调整行高
    ws3.row_dimensions[max_row].height = 18
    # 设置末尾行单元格的背景颜色为黄色
    for cell in ws3[max_row]:
        cell.fill = PatternFill(start_color=high_light_color, end_color="FF0000", fill_type="solid")
        # 设置边框
        cell.border = Border(left=Side(style='thin'), bottom=Side(style='thin'), right=Side(style='thin'),
                             top=Side(style='thin'))
    # 调整列宽和加粗
    ws3 = auto_col_width(ws3)
    ws3 = font_bold(ws3)
    #年度销售
    ws4 = wb1['年度销售']
    ws4.insert_rows(0, 1)  # 插入一行
    # 调整单元格格式
    ws4 = set_cell_style(ws4)
    min_row = ws4.min_row
    max_row = ws4.max_row
    min_col = ws4.min_column
    max_col = ws4.max_column
    # 设置单元格格式
    # 调整行高
    ws4.row_dimensions[1].height = 24
    # 合并单元格
    # 需要合并的左上方和右下方单元格坐标
    ws4.merge_cells(start_row=1, start_column=1, end_row=1, end_column=max_col)
    # 在单元格A1中应用字体样式
    ws4['A1'].font = font1
    ws4['A1'].value = '年度销售'
    # 设置字体居中
    cell = ws4['A1']
    cell.alignment = styles.Alignment(horizontal='center', vertical='center')
    # 首行设置底色
    # 设置第一行单元格的背景颜色为黄色
    for cell in ws4[2]:
        cell.fill = PatternFill(start_color=high_light_color, end_color="FF0000", fill_type="solid")
        # 调整行高
    ws4.row_dimensions[max_row].height = 18
    # 设置末尾行单元格的背景颜色为黄色
    for cell in ws4[max_row]:
        cell.fill = PatternFill(start_color=high_light_color, end_color="FF0000", fill_type="solid")
        # 设置边框
        cell.border = Border(left=Side(style='thin'), bottom=Side(style='thin'), right=Side(style='thin'),
                             top=Side(style='thin'))

    # 合并单元格
    # 需要合并的左上方和右下方单元格坐标
    ws4.merge_cells(start_row=max_row, start_column=1, end_row=max_row, end_column=2)
    # 在单元格A1中应用字体样式
    cell = ws4.cell(column=1, row=max_row)
    cell.alignment = styles.Alignment(horizontal='center', vertical='center')
    cell.font = font1
    cell.value = '合计'
    # 调整列宽和加粗
    ws4 = auto_col_width(ws4)
    ws4 = font_bold(ws4)
    #季节销售
    ws5 = wb1['季节销售']
    ws5.insert_rows(0, 1)  # 插入一行
    # 调整单元格格式
    ws5 = set_cell_style(ws5)
    min_row = ws5.min_row
    max_row = ws5.max_row
    min_col = ws5.min_column
    max_col = ws5.max_column
    # 设置单元格格式
    # 调整行高
    ws5.row_dimensions[1].height = 24
    # 合并单元格
    # 需要合并的左上方和右下方单元格坐标
    ws5.merge_cells(start_row=1, start_column=1, end_row=1, end_column=max_col)
    # 在单元格A1中应用字体样式
    ws5['A1'].font = font1
    ws5['A1'].value = '季节销售'
    # 设置字体居中
    cell = ws5['A1']
    cell.alignment = styles.Alignment(horizontal='center', vertical='center')
    # 首行设置底色
    # 设置第一行单元格的背景颜色为黄色
    for cell in ws5[2]:
        cell.fill = PatternFill(start_color=high_light_color, end_color="FF0000", fill_type="solid")
        # 调整行高
    ws5.row_dimensions[max_row].height = 18
    # 设置末尾行单元格的背景颜色为黄色
    for cell in ws5[max_row]:
        cell.fill = PatternFill(start_color=high_light_color, end_color="FF0000", fill_type="solid")
        # 设置边框
        cell.border = Border(left=Side(style='thin'), bottom=Side(style='thin'), right=Side(style='thin'),
                             top=Side(style='thin'))
    # 调整列宽和加粗
    ws5 = auto_col_width(ws5)
    ws5 = font_bold(ws5)
    #品类排名
    ws6 = wb1['品类排名']
    ws6.insert_rows(0, 1)  # 插入一行
    # 调整单元格格式
    ws6 = set_cell_style(ws6)
    min_row = ws6.min_row
    max_row = ws6.max_row
    min_col = ws6.min_column
    max_col = ws6.max_column
    # 设置单元格格式
    # 调整行高
    ws6.row_dimensions[1].height = 24
    # 合并单元格
    # 需要合并的左上方和右下方单元格坐标
    ws6.merge_cells(start_row=1, start_column=1, end_row=1, end_column=max_col)
    # 在单元格A1中应用字体样式
    ws6['A1'].font = font1
    ws6['A1'].value = '品类排名'
    # 设置字体居中
    cell = ws6['A1']
    cell.alignment = styles.Alignment(horizontal='center', vertical='center')
    # 首行设置底色
    # 设置第一行单元格的背景颜色为黄色
    for cell in ws6[2]:
        cell.fill = PatternFill(start_color=high_light_color, end_color="FF0000", fill_type="solid")
        # 调整行高
    ws6.row_dimensions[max_row].height = 18
    # 设置末尾行单元格的背景颜色为黄色
    for cell in ws6[max_row]:
        cell.fill = PatternFill(start_color=high_light_color, end_color="FF0000", fill_type="solid")
        # 设置边框
        cell.border = Border(left=Side(style='thin'), bottom=Side(style='thin'), right=Side(style='thin'),
                             top=Side(style='thin'))
    # 调整列宽和加粗
    ws6 = auto_col_width(ws6)
    ws6 = font_bold(ws6)
    #客户周销
    # 品类排名
    ws7 = wb1['客户周销']
    ws7.insert_rows(0, 1)  # 插入一行
    # 调整单元格格式
    ws7 = set_cell_style(ws7)
    min_row = ws7.min_row
    max_row = ws7.max_row
    min_col = ws7.min_column
    max_col = ws7.max_column
    # 设置单元格格式
    # 调整行高
    ws7.row_dimensions[1].height = 24
    # 合并单元格
    # 需要合并的左上方和右下方单元格坐标
    ws7.merge_cells(start_row=1, start_column=1, end_row=1, end_column=max_col)
    # 在单元格A1中应用字体样式
    ws7['A1'].font = font1
    ws7['A1'].value = '客户周销'
    # 设置字体居中
    cell = ws7['A1']
    cell.alignment = styles.Alignment(horizontal='center', vertical='center')
    # 首行设置底色
    # 设置第一行单元格的背景颜色为黄色
    for cell in ws7[2]:
        cell.fill = PatternFill(start_color=high_light_color, end_color="FF0000", fill_type="solid")
        # 调整行高
    ws7.row_dimensions[max_row].height = 18
    # 设置末尾行单元格的背景颜色为黄色
    for cell in ws7[max_row]:
        cell.fill = PatternFill(start_color=high_light_color, end_color="FF0000", fill_type="solid")
        # 设置边框
        cell.border = Border(left=Side(style='thin'), bottom=Side(style='thin'), right=Side(style='thin'),
                             top=Side(style='thin'))
    # 调整列宽和加粗
    ws7 = auto_col_width(ws7)
    ws7 = font_bold(ws7)
    # 保存工作簿
    filePath3 = './src/'+dept_name+'销售明细.xlsx'
    wb1.save(filePath3)