python邮件正文表格怎么编辑_python 操作excel格式化及outlook正文，发送邮件

importrequestsimporttimeimportosimportarrowimportpandas as pdimportpandas.io.formats.excelfrom collections importOrderedDictimportyagmailfrom xlsxwriter.utility importxl_rowcol_to_cellimportnumpy as np

pandas.io.formats.excel.header_style=None

pd.set_option('display.max_colwidth', -1) #能显示的最大宽度, 否则to_html出来的地址就不全

#改这里

data_list =[]

t=arrow.now()

endTms= t.format("YYYY-MM-DD")

stTms= t.shift(days=-7).format("YYYY-MM-DD")

headers={'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_13_2) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/71.0.3578.98 Safari/537.36'}#改这里

userList =[

{'xxx': [594]},

]defget_info(Operator, userId, stTms, endTms):

BasicInfo_url= f'http://xxx.com/api/v1/user/{userId}'SevenDay_url= f'http://xxx.com/api/v1/stat/overview?userId={userId}&dataType=USER&groupUnit=BY_DAYS&&&stTms={stTms}&endTms={endTms}'SevenDay_res= requests.get(SevenDay_url, headers=headers)

SevenDay_data= SevenDay_res.json()['all']

BasicInfo_res= requests.get(BasicInfo_url, headers=headers).json()

info=OrderedDict()for i inSevenDay_data:

info['运营'] =Operator

info['名称'] = BasicInfo_res['member']['fullname']

info['userId'] = i['after']['userId']

info['公司名称'] = BasicInfo_res['info']['company']

info['邮箱'] = BasicInfo_res['email']

info['余额'] = round(float(BasicInfo_res['balance']) / 100, 2)

info['日预算'] = float(BasicInfo_res['dailyBudget']) / 100info[i['after']['timeStamp']] = float('%.2f' % (i['after']['cost'] / 100))

data_list.append(info)print(f"{Operator}数据处理完成！")#改这里

defget_info_run():for item inuserList:for Operator, list_ initem.items():for userId inlist_:

get_info(Operator, userId, stTms, endTms)print(f"处理{Operator}数据中。。。")defgen_report():print("生成7日日报中。。。。")#改这里

df =pd.DataFrame(data_list)

yesterday= t.shift(days=-1).format("YYYY-MM-DD")

beforday= t.shift(days=-2).format("YYYY-MM-DD")

colums_days= [t.shift(days=i).format("YYYY-MM-DD") for i in range(-7,0)]

df['花费同比'] = (df[yesterday]-df[stTms])/ df[stTms].apply(lambda x: x if x != 0 else 1)

df['花费环比'] = (df[yesterday]-df[beforday])/ df[beforday].apply(lambda x: x if x != 0 else 1)

df['花费七日均'] = df[colums_days].mean(1).round(2)

df['预计可消费天数'] = round(df['余额'] / df['花费七日均'].apply(lambda x: x if x != 0 else 1),0)

writer= pd.ExcelWriter('近7天报告' + time.strftime("%Y%m%d%H%M") + '.xlsx', engine='xlsxwriter')

df.to_excel(writer, index=False, sheet_name='report')

number_rows=len(df.index)

workbook=writer.book

workbook.formats[0].set_font_name("微软雅黑")

worksheet= writer.sheets['report']

worksheet.freeze_panes(1, 2)

worksheet.autofilter(f'A1:T{number_rows+1}')

worksheet.set_zoom(90)

cell_format= workbook.add_format({'font_name':'微软雅黑','font_size':12,'bold': True,'bg_color': 'blue','font_color':'white','align':'center','valign':'vcenter','border':1})

worksheet.set_row(0,None, cell_format)

money_fmt= workbook.add_format({'num_format': '￥#,##0.00','font_name':'微软雅黑','border': 1})

percent_fmt= workbook.add_format({'num_format': '0.00%','font_name':'微软雅黑','border': 1})#Total formatting

total_fmt = workbook.add_format({'align': 'right', 'num_format': '￥#,##0.00','bottom': 6,'font_name':'微软雅黑','border': 1,'bold':True})#Total percent format

total_percent_fmt = workbook.add_format({'align': 'right', 'num_format': '0.00%','bottom': 6,'font_name':'微软雅黑','border': 1,'bold':True})

all_border_fmt= workbook.add_format({'border': 1,'font_name':'微软雅黑','align': 'right'})

worksheet.set_column('A:A', 8,all_border_fmt)

worksheet.set_column('B:B', 17, all_border_fmt)

worksheet.set_column('C:C', 8, all_border_fmt)

worksheet.set_column('D:D', 33,all_border_fmt)

worksheet.set_column('E:E', 25,all_border_fmt)

worksheet.set_column('F:F', 15)

worksheet.set_column('G:G', 18)

worksheet.set_column('H:O', 15)

worksheet.set_column('P:R', 15)

worksheet.set_column('S:S', 17,all_border_fmt)

worksheet.set_column('T:T', 15,all_border_fmt)

worksheet.set_column('F:O', 12, money_fmt)

worksheet.set_column('R:R', 12, money_fmt)

worksheet.set_column('P:Q', 12, percent_fmt)#Add total rows

for column in range(5, 15):#Determine where we will place the formula

cell_location = xl_rowcol_to_cell(number_rows + 1, column)#Get the range to use for the sum formula

start_range = xl_rowcol_to_cell(1, column)

end_range=xl_rowcol_to_cell(number_rows, column)#Construct and write the formula

formula = "=SUM({:s}:{:s})".format(start_range, end_range)

worksheet.write_formula(cell_location, formula, total_fmt)#Add a total label

worksheet.write_string(number_rows + 1, 4, "总计", total_fmt)

percent_formula_same= "=(N{0}-H{0})/H{0}".format(number_rows + 2)

worksheet.write_formula(number_rows+ 1, 15, percent_formula_same, total_percent_fmt)

percent_formula_ring= "=(N{0}-M{0})/M{0}".format(number_rows + 2)

worksheet.write_formula(number_rows+ 1, 16, percent_formula_ring, total_percent_fmt)

formula_mean7= "=AVERAGE(H{0}:O{0})".format(number_rows + 2)

worksheet.write_formula(number_rows+ 1, 17, formula_mean7,total_fmt)

formula_predays= "=ROUND(F{0}/R{0},0)".format(number_rows + 2)

worksheet.write_formula(number_rows+ 1, 18, formula_predays)

color_range_p= "P2:P{}".format(number_rows + 1)

color_range_q= "Q2:Q{}".format(number_rows + 1)

color_range_r= "R2:R{}".format(number_rows + 1)

color_range_s= "S2:S{}".format(number_rows + 2)

color_range_f= "F2:F{}".format(number_rows + 1)

color_range_g= "G2:G{}".format(number_rows + 1)

format1= workbook.add_format({'bg_color': '#FFC7CE','font_color': '#9C0006','border': 1})

format2= workbook.add_format({'bg_color': '#C6EFCE','font_color': '#006100','border':1})

format3= workbook.add_format({'bg_color': '#FFC7CE','font_color': '#9C0006','border': 1})

worksheet.conditional_format(color_range_p, {'type': 'top','value': '10','format': format1})

worksheet.conditional_format(color_range_p, {'type': 'bottom','value': '10','format': format2})

worksheet.conditional_format(color_range_q, {'type': 'top','value': '10','format': format1})

worksheet.conditional_format(color_range_q, {'type': 'bottom','value': '10','format': format2})

worksheet.conditional_format(color_range_r, {'type': 'top','value': '10','format': format1})

worksheet.conditional_format(color_range_r, {'type': 'bottom','value': '10','format': format2})

worksheet.conditional_format(color_range_s, {'type': 'cell','criteria': '<=','value': '7','format': format3})

worksheet.conditional_format(color_range_f, {'type': 'cell','criteria': '<=','value': '10000','format': format3})

worksheet.conditional_format(color_range_g, {'type': 'cell','criteria': '<=','value': '1000','format': format3})

worksheet.conditional_format(f'H2:H{number_rows+1}', {'type': 'data_bar', 'bar_solid': True, 'format': money_fmt})

worksheet.conditional_format(f'I2:I{number_rows+1}', {'type': 'data_bar', 'bar_solid': True, 'format': money_fmt})

worksheet.conditional_format(f'J2:J{number_rows+1}', {'type': 'data_bar', 'bar_solid': True, 'format': money_fmt})

worksheet.conditional_format(f'K2:K{number_rows+1}', {'type': 'data_bar', 'bar_solid': True, 'format': money_fmt})

worksheet.conditional_format(f'L2:L{number_rows+1}', {'type': 'data_bar', 'bar_solid': True, 'format': money_fmt})

worksheet.conditional_format(f'M2:M{number_rows+1}', {'type': 'data_bar', 'bar_solid': True, 'format': money_fmt})

worksheet.conditional_format(f'N2:N{number_rows+1}', {'type': 'data_bar', 'bar_solid': True, 'format': money_fmt})

worksheet.conditional_format(f'O2:O{number_rows+1}', {'type':'data_bar','bar_solid': True,'format': money_fmt})#迷你图-1

worksheet.write('T1','趋势迷你图')for row in range(2,number_rows+2):

worksheet.add_sparkline('T'+str(row), {'range': 'report!H{0}:N{0}'.format(row),'markers': True})#折线图

chart_line = workbook.add_chart({'type': 'line'})

chart_line.add_series({'categories': '=report!$H$1:$N$1','values': f'=report!$H${number_rows+2}:$N${number_rows+2}',

})

chart_line.set_legend({'none': True})

column_chart= workbook.add_chart({'type': 'column'})

column_chart.add_series({'categories': '=report!$H$1:$N$1','values': f'=report!$H${number_rows+2}:$N${number_rows+2}',

})

chart_line.combine(column_chart)

chart_line.set_title({'name': '总7日走势图'})

worksheet.insert_chart(f'D{number_rows+3}', chart_line)#透视表

pivot = pd.pivot_table(df,values=colums_days + [endTms],index=['运营'],aggfunc=np.sum)

pivot['花费同比'] = (pivot[yesterday]-pivot[stTms])/ pivot[stTms].apply(lambda x: x if x != 0 else 1)

pivot['花费环比'] = (pivot[yesterday]-pivot[beforday])/ pivot[beforday].apply(lambda x: x if x != 0 else 1)

pivot['花费七日均'] = pivot[colums_days].mean(1).round(2)

pivot.to_excel(writer,sheet_name='report',startrow=number_rows+3,startcol=6)

pivot_rows=len(pivot.index)

worksheet.write(f'T{number_rows+4}', '趋势迷你图')for row in range(number_rows+5, number_rows + 4 + pivot_rows +1):

worksheet.add_sparkline('T' + str(row), {'range': 'report!H{0}:N{0}'.format(row), 'markers': True})

writer.save()print('7日报生成完成！')returndf,pivotdefget_html_msg(df,pivot):#1. 构造html信息

df.drop('公司名称', axis=1, inplace=True)

df_html= df.to_html(escape=False,index=False)

pivot_html= pivot.to_html(escape=False)

df_html= df_html.replace("\n", "")

pivot_html= pivot_html.replace("\n", "")#html = html.replace("\n", "") 表格部分

head=\'''

table.dataframe {

border-collapse: collapse;

border: 2px solid #a19da2;

/*居中显示整个表格*/

margin: auto;

}

table.dataframe thead {

border: 2px solid #91c6e1;

background: #f1f1f1;

padding: 10px 10px 10px 10px;

color: #333333;

}

table.dataframe tbody {

border: 2px solid #91c6e1;

padding: 10px 10px 10px 10px;

}

table.dataframe tr {

}

table.dataframe th {

vertical-align: top;

font-size: 14px;

padding: 10px 10px 10px 10px;

color: #105de3;

font-family: 微软雅黑;

text-align: center;

}

table.dataframe td {

text-align: center;

padding: 10px 10px 10px 10px;

}

body {

font-family: 微软雅黑;

}

h1 {

color: #5db446

}

div.header h2 {

color: #0002e3;

font-family: 微软雅黑;

}

h3 {

font-size: 22px;

background-color: rgba(0, 2, 227, 0.71);

text-shadow: 2px 2px 1px #de4040;

color: rgba(239, 241, 234, 0.99);

line-height: 1.5;

}

h4 {

color: #e10092;

font-family: 微软雅黑;

font-size: 20px;

text-align: center;

}

'''

#构造模板的附件(100)

body =\"""

您好，以下为近7日日报，详细内容请看附件！

---

运营汇总报告

{1}

客户详细报告

{0}

---

—— 本次报告完 ——

""".format(df_html,pivot_html)

foot=\'''

xx营

Email: xx.com

MP: +86 xxx

Address: xxxx

fout = open('./t4.html', 'w', encoding='UTF-8', newline='')

fout.write(html_msg)returnhtml_msgdefsend_seven_daily_mail(html_msg):print('正在准备发送日报邮件...')

yesterday= t.shift(days=-1).format("YYYY-MM-DD")#链接邮箱服务器

yag = yagmail.SMTP(user="xxx.com", password="ckxxxx", host='smtp.gmail.com')

staff= ['xxxx']#发送邮件

print('正在给部门小伙伴发送7日日报.....')

yag.send(to=staff,

subject=yesterday + '七日日报', contents=html_msg,

attachments='近7天报告' + time.strftime("%Y%m%d%H%M") + '.xlsx')print('xx7日日报发送成功!')defremove_file():

all_file= os.listdir('./')for file inall_file:if file.endswith('.xlsx'):

os.remove(file)defmain():#清除历史遗留excel文件

remove_file()

get_info_run()

df, pivot=gen_report()

html_msg=get_html_msg(df,pivot)

send_seven_daily_mail(html_msg)if __name__ == '__main__':

main()