如何设置Airflow的电子邮件配置以发送有关错误的电子邮件？

Question

我试图通过传入一个thisshouldnotrun不起作用的Bash行()来故意使一个Airflow任务失败并输出错误.气流输出如下:

[2017-06-15 17:44:17,869] {bash_operator.py:94} INFO - /tmp/airflowtmpLFTMX7/run_bashm2MEsS: line 7: thisshouldnotrun: command not found
[2017-06-15 17:44:17,869] {bash_operator.py:97} INFO - Command exited with return code 127
[2017-06-15 17:44:17,869] {models.py:1417} ERROR - Bash command failed
Traceback (most recent call last):
  File "/home/ubuntu/.local/lib/python2.7/site-packages/airflow/models.py", line 1374, in run
    result = task_copy.execute(context=context)
  File "/home/ubuntu/.local/lib/python2.7/site-packages/airflow/operators/bash_operator.py", line 100, in execute
    raise AirflowException("Bash command failed")
AirflowException: Bash command failed
[2017-06-15 17:44:17,871] {models.py:1433} INFO - Marking task as UP_FOR_RETRY
[2017-06-15 17:44:17,878] {models.py:1462} ERROR - Bash command failed
Traceback (most recent call last):
  File "/home/ubuntu/.local/bin/airflow", line 28, in <module>
    args.func(args)
  File "/home/ubuntu/.local/lib/python2.7/site-packages/airflow/bin/cli.py", line 585, in test
    ti.run(ignore_task_deps=True, ignore_ti_state=True, test_mode=True)
  File "/home/ubuntu/.local/lib/python2.7/site-packages/airflow/utils/db.py", line 53, in wrapper
    result = func(*args, **kwargs)
  File "/home/ubuntu/.local/lib/python2.7/site-packages/airflow/models.py", line 1374, in run
    result = task_copy.execute(context=context)
  File "/home/ubuntu/.local/lib/python2.7/site-packages/airflow/operators/bash_operator.py", line 100, in execute
    raise AirflowException("Bash command failed")
airflow.exceptions.AirflowException: Bash command failed

Airflow会发送这类错误的电子邮件吗？如果没有,发送这些错误的电子邮件的最佳方式是什么？

我甚至不确定是否airflow.cfg设置正确...由于最终目标是测试电子邮件警报通知,我想确保正确设置airflow.cfg.这是设置:

[email]
email_backend = airflow.utils.email.send_email_smtp


[smtp]
# If you want airflow to send emails on retries, failure, and you want to use
# the airflow.utils.email.send_email_smtp function, you have to configure an
# smtp server here
smtp_host = emailsmtpserver.region.amazonaws.com 
smtp_starttls = True
smtp_ssl = False
# Uncomment and set the user/pass settings if you want to use SMTP AUTH
# smtp_user = airflow_data_user
# smtp_password = password
smtp_port = 587 
smtp_mail_from = airflow_data_user@domain.com

什么是smtp_starttls？我在文档或在线中找不到任何相关信息.如果我们有查看电子邮件所需的双因素身份验证,那么这对Airflow来说是个问题吗？

这是我的Bash命令:

task1_bash_command = """
export PATH=/home/ubuntu/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/snap/bin
export rundate=`TZ='America/Los_Angeles' date +%F -d "yesterday"`
export AWS_CONFIG_FILE="/home/ubuntu/.aws/config"

/home/ubuntu/bin/snowsql -f //home/ubuntu/sql/script.sql 1> /home/ubuntu/logs/"$rundate"_dev.log 2> /home/ubuntu/logs/"$rundate"_error_dev.log

if [ -e /home/ubuntu/logs/"$rundate"_error_dev.log ]
then
    exit 64
fi

我的任务是:

task1 = BashOperator(
    task_id = 'run_bash',
    bash_command = task1_bash_command,
    dag = dag,
    retries = 2,
    email_on_failure = True,
    email = 'username@domain.com')

Answer 1

smtp_starttls基本上是指使用TLS

将此设置为False并设置smtp_ssl为True是否要使用SSL.你可能需要smtp_user和smtp_password为.

Airflow不会处理2步验证.但是,您使用的是AWS,您可能不需要它,因为您的SMTP(SES)凭据与您的AWS凭据不同.

看到这里.

编辑:为了让气流在发生故障时发送电子邮件,需要为您的任务设置一些事项,email_on_failure并且email.

在这里看到例如:

def throw_error(**context):
    raise ValueError('Intentionally throwing an error to send an email.')



t1 = PythonOperator(task_id='throw_error_and_email',
                    python_callable=throw_error,
                    provide_context=True,
                    email_on_failure=True,
                    email='your.email@whatever.com',
                    dag=dag)