AWS lambda metricset
editAWS lambda metricset
editAWS Lambda monitors functions and sends metrics to Amazon CloudWatch. These metrics include total invocations, errors, duration, throttles, dead-letter queue errors, and iterator age for stream-based invocations.
AWS Permissions
editSome specific AWS permissions are required for IAM user to collect AWS EBS metrics.
ec2:DescribeRegions cloudwatch:GetMetricData cloudwatch:ListMetrics tag:getResources sts:GetCallerIdentity iam:ListAccountAliases
Dashboard
editThe aws lambda metricset comes with a predefined dashboard. For example:
![metricbeat aws lambda overview](./images/metricbeat-aws-lambda-overview.png)
Configuration example
edit- module: aws period: 300s metricsets: - lambda # This module uses the aws cloudwatch metricset, all # the options for this metricset are also available here.
Metrics
editPlease see more details for each metric in lambda-cloudwatch-metric.
Metric Name |
Statistic Method |
Invocations |
Average |
Errors |
Average |
DeadLetterErrors |
Average |
DestinationDeliveryFailures |
Average |
Duration |
Average |
Throttles |
Average |
IteratorAge |
Average |
ConcurrentExecutions |
Average |
UnreservedConcurrentExecutions |
Average |
ProvisionedConcurrentExecutions |
Maximum |
ProvisionedConcurrencyInvocations |
Sum |
ProvisionedConcurrencySpilloverInvocations |
Sum |
ProvisionedConcurrencyUtilization |
Maximum |
This is a default metricset. If the host module is unconfigured, this metricset is enabled by default.
For a description of each field in the metricset, see the exported fields section.
Here is an example document generated by this metricset:
{ "@timestamp": "2017-10-12T08:05:34.853Z", "aws": { "cloudwatch": { "namespace": "AWS/Lambda" }, "dimensions": { "FunctionName": "ec2-owner-tagger-serverless", "Resource": "ec2-owner-tagger-serverless" }, "lambda": { "metrics": { "Duration": { "avg": 8218.073333333334 }, "Errors": { "avg": 1 }, "Invocations": { "avg": 1 }, "Throttles": { "avg": 0 } } } }, "cloud": { "account": { "id": "627959692251", "name": "elastic-test" }, "provider": "aws", "region": "us-west-2" }, "event": { "dataset": "aws.lambda", "duration": 115000, "module": "aws" }, "metricset": { "name": "lambda", "period": 10000 }, "service": { "type": "aws" } }