在Python中,有没有一种方法可以通过Pandas数据帧中的SMTPLib将电子邮件连接到多个收件人?
我有下面的代码发送特定于特定地址的电子邮件,所有这些都在一个数据框中。型号为pandas.series。我如何才能发送包含多个地址的每个列表?有些电子邮件地址最多有8个,用分号(;)分隔。发送的唯一可能性是发送到单个地址。从下面的数据框中,我能够发送特定于ID的电子邮件,以测试邮件值。电子邮件没什么用。我得到以下错误:在Python中,有没有一种方法可以通过Pandas数据帧中的SMTPLib将电子邮件连接到多个收件人?,python,pandas,dataframe,email,smtplib,Python,Pandas,Dataframe,Email,Smtplib,我有下面的代码发送特定于特定地址的电子邮件,所有这些都在一个数据框中。型号为pandas.series。我如何才能发送包含多个地址的每个列表?有些电子邮件地址最多有8个,用分号(;)分隔。发送的唯一可能性是发送到单个地址。从下面的数据框中,我能够发送特定于ID的电子邮件,以测试邮件值。电子邮件没什么用。我得到以下错误: SMTPRecipientsRefused: {'': (421, b'4.7.0 Too many protocol errors (6) on this connection
SMTPRecipientsRefused: {'': (421, b'4.7.0 Too many protocol errors (6) on this connection, closing transmission channel.')}
数据帧df
IDs CompanyNames Emails TestEmail
2003 XXX xx@gmail.com;yy@ryt.com;dd@xx.com;ii@dd.com kk@kk.com
2004 XXXYY xx@gmail.com;yy@ryt.com;dd@xx.com kk@kk.com
2005 XXTTNN xx@gmail.com;yy@ryt.com;dd@xx.com;ii@dd.com kk@kk.com
2006 BBOOLL xx@gmail.com;yy@ryt.com kk@kk.com
代码如下。对于单个地址,我可以将名称与df['id']值匹配的附件发送到相应的电子邮件地址
import smtplib, ssl
from email.message import EmailMessage
import getpass
ids = df['IDs']
emails_to = df['Emails'] #Pandas column with email addresses split by semi-colon(;)
namesofcompanies = df["CompanyNames"]
sendfrom = df["SenderList"]
date_7days = (datetime.now() + timedelta(days=7)).strftime('%d/%m/%Y')
date_14days = (datetime.now() + timedelta(days=13)).strftime('%d/%m/%Y')
email_pass = input() #Office 365 password
context=ssl.create_default_context()
for i in range(len(emails_to)): # iterate through the records
# for every record get the name and the email addresses
ID = str(ids[i])
Emaitstosendto = emails_to[i]
companynames = namesofcompanies[i]
tosendfrom = sendfrom[i]
if my_files_dict.get(ID): #Looks for attachments in the same folder with same name as the corresponding record
smtp_ssl_host = 'smtp.office365.com'
smtp_ssl_port = 587
email_login = "xxx@xxx.com" #Office 365 email
email_from = tosendfrom
email_to = Emaitstosendto
msg = MIMEMultipart()
msg['Subject'] = "Received Emails between "+date_7days+" - "+date_14days
msg['From'] = email_from
msg['To'] = email_to
msg['X-Priority'] = '2'
text = ("XXXX,\n"
f"xxxxxx\n\n")
msg.attach(MIMEText(text))
filename = my_files_dict.get(ID)#Files in the folder matching the ID
fo = open(filename,'rb')
s2 = smtplib.SMTP(smtp_ssl_host, smtp_ssl_port)
s2.starttls(context=context)
s2.login(email_login, email_pass)
attachment = email.mime.application.MIMEApplication(fo.read(),_subtype="xlsx")
fo.close()
attachment.add_header('Content-Disposition','attachment',filename=filename)
msg.attach(attachment)
s2.send_message(msg)
s2.quit()
从这个答案中可以看出:
这是您必须更改的行:
首先将要发送的电子邮件拆分为不同电子邮件的列表,然后使用“,”加入
msg['To'] = ", ".join(email_to.split(";"))