Reputation: 11
Here is an example of how to create cloudwatch alarm using too many metrics and Math expression using boto3. asg_name : autoscaling group name
import boto3
cloudwatch = boto3.client('cloudwatch', region_name="eu-west-1")
def create_cloudwatch_alarm(asg_name):
cloudwatch.put_metric_alarm(
ActionsEnabled=True,
AlarmName=asg_name,
ComparisonOperator='GreaterThanThreshold',
DatapointsToAlarm=3,
EvaluationPeriods=3,
Metrics=[{'Expression': 'IF(m1 > m2, 1, 0)',
'Id': 'e2',
'Label': 'Compare Running vs desired capacity',
'ReturnData': True},
{'Id': 'm1',
'MetricStat': {'Metric': {'Dimensions': [{'Name': 'AutoScalingGroupName',
'Value': asg_name}],
'MetricName': 'GroupDesiredCapacity',
'Namespace': 'AWS/AutoScaling'},
'Period': 300,
'Stat': 'Average'},
'ReturnData': False},
{'Id': 'm2',
'MetricStat': {'Metric': {'Dimensions': [{'Name': 'AutoScalingGroupName',
'Value': asg_name}],
'MetricName': 'GroupInServiceInstances',
'Namespace': 'AWS/AutoScaling'},
'Period': 300,
'Stat': 'Average'},
'ReturnData': False}],
Threshold=0.1,
TreatMissingData='missing'
)
Upvotes: 1
Views: 2149
Reputation: 287
According AWS's documentation, you can only create alarm on up to 10 metrics with metrics math : https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/Create-alarm-on-metric-math-expression.html
Upvotes: 1