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Do you have any idea if the glue.error.ALL observability group metric would work on CloudWatch alarms instead of the glue.driver.aggregate.numFailedTasks?
==>> Yes, replicated at my end with the below CloudWatch alarm configurations and its working as expected.:
Statistic : SUM
Period : 60
MetricName: glue.error.ALL
TreatMissingData :notBreaching
ComparisonOperator : GreaterThanOrEqualToThreshold
Threshold: 1
Note: So for every 1 minute if there is a data point breaching the threshold you will be getting an alert for the same.
Reference:
[1] Using Amazon CloudWatch alarms - https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/AlarmThatSendsEmail.html
[2] Create a CPU usage alarm - Setting up a CPU usage alarm using the AWS Management Console - https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/US_AlarmAtThresholdEC2.html#cpu-usage-alarm-console
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If you want to notification on a Glue Job Failure, then you can use AWS Event Bridge, no Lambda Required.
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Create an Event Bridge Rules like below pattern for a job failure and set the Target to be SNS Topic.
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Subscript the SNS Topic to get a notification.
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Sample Event Rule pattern to monitor a Glue job failure:
{ "detail-type": ["Glue Job State Change"], "source": ["aws.glue"], "detail": { "jobName": ["<Glue job Name>"], "state": ["FAILED"] } }
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Check the below Article for the same: https://repost.aws/knowledge-center/glue-sns-notification-state
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Also, using
glue.driver.aggregate.numFailedTasks
metrics for job notification would NOT be the correct Glue job status. As this metrics is related to Spark task, which sometime fails and succeed when spark retries. So the Glue job will succeed even with failed Spark task.
got it. thanks so much I will have to test this out on monday as i dont have the permissions required to create a rule on eventbridge. Do you have any idea if the glue.error.ALL observability group metric would work on cloudwatch alarms instead of the glue.driver.aggregate.numFailedTasks?
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Thanks! I checked the same as well and it is working as expected in sending me an email for a glue job failure.