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Last updated: Apr 10th, 2023

AWS Lambda

Collect Lambda metrics with Elastic Agent

What is an Elastic integration?

This integration is powered by Elastic Agent. Elastic Agent is a single, unified way to add monitoring for logs, metrics, and other types of data to a host. It can also protect hosts from security threats, query data from operating systems, forward data from remote services or hardware, and more. Refer to our documentation for a detailed comparison between Beats and Elastic Agent.

Prefer to use Beats for this use case? See Filebeat modules for logs or Metricbeat modules for metrics.

The AWS Lambda integration allows you to monitor AWS Lambda—a serverless compute service.

Use the AWS Lambda integration to collect metrics related to your Lambda functions. Then visualize that data in Kibana, create alerts to notify you if something goes wrong, and reference metrics when troubleshooting an issue.

For example, you could use this integration to track throttled lambda functions, alert the relevant project manager, and then increase your account's concurrency limit.

IMPORTANT: Extra AWS charges on AWS API requests will be generated by this integration. Please refer to the AWS integration for more details.

Data streams

The AWS Lambda integration collects one type of data: metrics.

Metrics give you insight into the state of AWS Lambda. Metrics collected by the AWS Lambda integration include the number of times your function code is executed, the amount of time that your function code spends processing an event, the number of invocations that result in a function error, and more. See more details in the Metrics reference.

Requirements

You need Elasticsearch for storing and searching your data and Kibana for visualizing and managing it. You can use our hosted Elasticsearch Service on Elastic Cloud, which is recommended, or self-manage the Elastic Stack on your own hardware.

Before using any AWS integration you will need:

  • AWS Credentials to connect with your AWS account.
  • AWS Permissions to make sure the user you're using to connect has permission to share the relevant data.

For more details about these requirements, see the AWS integration documentation.

Setup

Use this integration if you only need to collect data from the AWS Lambda service.

If you want to collect data from two or more AWS services, consider using the AWS integration. When you configure the AWS integration, you can collect data from as many AWS services as you'd like.

For step-by-step instructions on how to set up an integration, see the Getting started guide.

Metrics reference

An example event for lambda looks as following:

{
    "@timestamp": "2022-07-19T22:40:00.000Z",
    "agent": {
        "name": "docker-fleet-agent",
        "id": "2d4b09d0-cdb6-445e-ac3f-6415f87b9864",
        "type": "metricbeat",
        "ephemeral_id": "ed2abfa1-df5e-4c3e-9c2b-143edcc0e111",
        "version": "8.3.2"
    },
    "elastic_agent": {
        "id": "2d4b09d0-cdb6-445e-ac3f-6415f87b9864",
        "version": "8.3.2",
        "snapshot": false
    },
    "cloud": {
        "provider": "aws",
        "region": "eu-central-1",
        "account": {
            "name": "elastic-observability",
            "id": "627286350134"
        }
    },
    "ecs": {
        "version": "8.0.0"
    },
    "service": {
        "type": "aws"
    },
    "data_stream": {
        "namespace": "default",
        "type": "metrics",
        "dataset": "aws.lambda"
    },
    "metricset": {
        "period": 300000,
        "name": "cloudwatch"
    },
    "aws": {
        "lambda": {
            "metrics": {
                "Errors": {
                    "avg": 0
                },
                "ConcurrentExecutions": {
                    "avg": 1
                },
                "Invocations": {
                    "avg": 1
                },
                "UnreservedConcurrentExecutions": {
                    "avg": 1
                },
                "Duration": {
                    "avg": 130.97
                },
                "Throttles": {
                    "avg": 0
                }
            }
        },
        "cloudwatch": {
            "namespace": "AWS/Lambda"
        }
    },
    "event": {
        "duration": 11364562400,
        "agent_id_status": "verified",
        "ingested": "2022-07-26T22:40:40Z",
        "module": "aws",
        "dataset": "aws.lambda"
    }
}

Exported fields

FieldDescriptionType
@timestamp
Event timestamp.
date
aws.cloudwatch.namespace
The namespace specified when query cloudwatch api.
keyword
aws.dimensions.*
Metric dimensions.
object
aws.dimensions.ExecutedVersion
Use the ExecutedVersion dimension to compare error rates for two versions of a function that are both targets of a weighted alias.
keyword
aws.dimensions.FunctionName
Lambda function name.
keyword
aws.dimensions.Resource
Resource name.
keyword
aws.lambda.metrics.ConcurrentExecutions.avg
The number of function instances that are processing events.
double
aws.lambda.metrics.DeadLetterErrors.avg
For asynchronous invocation, the number of times Lambda attempts to send an event to a dead-letter queue but fails.
double
aws.lambda.metrics.DestinationDeliveryFailures.avg
For asynchronous invocation, the number of times Lambda attempts to send an event to a destination but fails.
double
aws.lambda.metrics.Duration.avg
The amount of time that your function code spends processing an event.
double
aws.lambda.metrics.Errors.avg
The number of invocations that result in a function error.
double
aws.lambda.metrics.Invocations.avg
The number of times your function code is executed, including successful executions and executions that result in a function error.
double
aws.lambda.metrics.IteratorAge.avg
For event source mappings that read from streams, the age of the last record in the event.
double
aws.lambda.metrics.ProvisionedConcurrencyInvocations.sum
The number of times your function code is executed on provisioned concurrency.
long
aws.lambda.metrics.ProvisionedConcurrencySpilloverInvocations.sum
The number of times your function code is executed on standard concurrency when all provisioned concurrency is in use.
long
aws.lambda.metrics.ProvisionedConcurrencyUtilization.max
For a version or alias, the value of ProvisionedConcurrentExecutions divided by the total amount of provisioned concurrency allocated.
long
aws.lambda.metrics.ProvisionedConcurrentExecutions.max
The number of function instances that are processing events on provisioned concurrency.
long
aws.lambda.metrics.Throttles.avg
The number of invocation requests that are throttled.
double
aws.lambda.metrics.UnreservedConcurrentExecutions.avg
For an AWS Region, the number of events that are being processed by functions that don't have reserved concurrency.
double
aws.s3.bucket.name
Name of a S3 bucket.
keyword
aws.tags.*
Tag key value pairs from aws resources.
object
cloud
Fields related to the cloud or infrastructure the events are coming from.
group
cloud.account.id
The cloud account or organization id used to identify different entities in a multi-tenant environment. Examples: AWS account id, Google Cloud ORG Id, or other unique identifier.
keyword
cloud.account.name
The cloud account name or alias used to identify different entities in a multi-tenant environment. Examples: AWS account name, Google Cloud ORG display name.
keyword
cloud.availability_zone
Availability zone in which this host, resource, or service is located.
keyword
cloud.image.id
Image ID for the cloud instance.
keyword
cloud.instance.id
Instance ID of the host machine.
keyword
cloud.instance.name
Instance name of the host machine.
keyword
cloud.machine.type
Machine type of the host machine.
keyword
cloud.project.id
The cloud project identifier. Examples: Google Cloud Project id, Azure Project id.
keyword
cloud.provider
Name of the cloud provider. Example values are aws, azure, gcp, or digitalocean.
keyword
cloud.region
Region in which this host, resource, or service is located.
keyword
container.id
Unique container id.
keyword
container.image.name
Name of the image the container was built on.
keyword
container.labels
Image labels.
object
container.name
Container name.
keyword
data_stream.dataset
Data stream dataset.
constant_keyword
data_stream.namespace
Data stream namespace.
constant_keyword
data_stream.type
Data stream type.
constant_keyword
ecs.version
ECS version this event conforms to. ecs.version is a required field and must exist in all events. When querying across multiple indices -- which may conform to slightly different ECS versions -- this field lets integrations adjust to the schema version of the events.
keyword
error
These fields can represent errors of any kind. Use them for errors that happen while fetching events or in cases where the event itself contains an error.
group
error.message
Error message.
match_only_text
event.dataset
Event dataset
constant_keyword
event.module
Event module
constant_keyword
host.architecture
Operating system architecture.
keyword
host.containerized
If the host is a container.
boolean
host.domain
Name of the domain of which the host is a member. For example, on Windows this could be the host's Active Directory domain or NetBIOS domain name. For Linux this could be the domain of the host's LDAP provider.
keyword
host.hostname
Hostname of the host. It normally contains what the hostname command returns on the host machine.
keyword
host.id
Unique host id. As hostname is not always unique, use values that are meaningful in your environment. Example: The current usage of beat.name.
keyword
host.ip
Host ip addresses.
ip
host.mac
Host MAC addresses. The notation format from RFC 7042 is suggested: Each octet (that is, 8-bit byte) is represented by two [uppercase] hexadecimal digits giving the value of the octet as an unsigned integer. Successive octets are separated by a hyphen.
keyword
host.name
Name of the host. It can contain what hostname returns on Unix systems, the fully qualified domain name, or a name specified by the user. The sender decides which value to use.
keyword
host.os.build
OS build information.
keyword
host.os.codename
OS codename, if any.
keyword
host.os.family
OS family (such as redhat, debian, freebsd, windows).
keyword
host.os.kernel
Operating system kernel version as a raw string.
keyword
host.os.name
Operating system name, without the version.
keyword
host.os.name.text
Multi-field of host.os.name.
match_only_text
host.os.platform
Operating system platform (such centos, ubuntu, windows).
keyword
host.os.version
Operating system version as a raw string.
keyword
host.type
Type of host. For Cloud providers this can be the machine type like t2.medium. If vm, this could be the container, for example, or other information meaningful in your environment.
keyword
service.type
The type of the service data is collected from. The type can be used to group and correlate logs and metrics from one service type. Example: If logs or metrics are collected from Elasticsearch, service.type would be elasticsearch.
keyword

Changelog

VersionDetails
1.33.2
Bug fix View pull request
Add missing permissions in the AWS Billing integration documentation.
1.33.1
Bug fix View pull request
Add missing permissions in the AWS CloudWatch Logs integration documentation.
1.33.0
Bug fix View pull request
Add latency configuration option on the CloudWatch Logs integration.
1.32.2
Bug fix View pull request
Fix a minor documentation format issue.
1.32.1
Enhancement View pull request
Added categories and/or subcategories.
1.32.0
Enhancement View pull request
Migrate AWS EBS dashboard visualizations to lenses.
1.31.0
Enhancement View pull request
Add a data stream for Amazon GuardDuty.
1.30.0
Enhancement View pull request
Add dashboards data streams filters.
1.29.1
Bug fix View pull request
Drop comments from CloudFront loglines
1.29.0
Enhancement View pull request
Add data_granularity parameter and rename period title to Collection Period.
1.28.3
Bug fix View pull request
Remove quotes from VPC flow log message field and move dot_expander processor to top
1.28.2
Bug fix View pull request
Add dot_expander processor to expand all fields with dot into object fields

Bug fix View pull request
Support VPC flow log with message field
1.28.1
Enhancement View pull request
Adjust kinesis integration to kinesis data stream
1.28.0
Enhancement View pull request
Enhance S3 integration dashboard
1.27.3
Bug fix View pull request
Support multiple forwarded IPs in cloudfront integration
1.27.2
Enhancement View pull request
Update the pagination termination condition.
1.27.1
Enhancement View pull request
Added a Summary Dashboard for AWS Security Hub.
1.27.0
Enhancement View pull request
Add Inspector data stream.
1.25.3
Bug fix View pull request
Remove duplicate fields from agent.yml and use ecs.yml for ECS fields
1.25.2
Bug fix View pull request
Update ec2 fields.yml doc
1.25.1
Bug fix View pull request
Remove duplicate 'content_type' config that causes errors while configurating the integration.
1.25.0
Enhancement View pull request
Force content type where json content is expected
1.24.6
Bug fix View pull request
Enhance Kinesis integration dashboard
1.24.5
Bug fix View pull request
Allow adding multiple processors in cloudfront logs.
1.24.4
Bug fix View pull request
Do not rely on dynamodb lightweight module metricset.
1.24.3
Bug fix View pull request
Fix adding processors in cloudfront logs.
1.24.2
Bug fix View pull request
Fix billing datastream agent template.
1.24.1
Bug fix View pull request
Fix aws.cloudtrail.request_id parsing
1.24.0
Bug fix View pull request
Expose Default Region setting to UI
1.23.4
Bug fix View pull request
Set default endpoint to empty string
1.23.3
Bug fix View pull request
Fix Billing Dashboard
1.23.2
Bug fix View pull request
Fix EC2 dashboard
1.23.1
Enhancement View pull request
Update all AWS documentation.
1.23.0
Bug fix View pull request
Fix file.path field in cloudtrail data stream to use json.digestS3Object
1.22.0
Enhancement View pull request
Update cloud.region parsing
1.21.0
Enhancement View pull request
Add Security Hub Findings and Insights data streams
1.20.0
Enhancement View pull request
Improve dashboards by removing individual visualizations from library
1.19.5
Enhancement View pull request
Move ebs metrics config from beats to integrations
1.19.4
Bug fix View pull request
Fix proxy URL documentation rendering.
1.19.3
Bug fix View pull request
Update sample_event.json in kinesis data stream
1.19.2
Enhancement View pull request
Move NATGateway metrics config from beats to integrations
1.19.1
Enhancement View pull request
Move Transit Gateway metrics config from beats to integrations
1.19.0
Enhancement View pull request
Add Kinesis metrics datastream
1.18.2
Enhancement View pull request
Move s3_request metrics config from beats to integrations

Enhancement View pull request
Move s3_daily_storage metrics config from beats to integrations

Enhancement View pull request
Move SQS metrics config from beats to integrations

Enhancement View pull request
Move SNS metrics config from beats to integrations

Enhancement View pull request
Move lambda metrics config from beats to integrations
1.18.1
Enhancement View pull request
Release AWS billing integration as GA
1.18.0
Enhancement View pull request
Add ECS metricset

Bug fix View pull request
Fix incorrect fields on multiple visualizations
1.17.5
Enhancement View pull request
Release Amazon Redshift integration as GA
1.17.4
Bug fix View pull request
Fix data_stream.dataset indentation on cloudwatch_logs integration
1.17.3
Bug fix View pull request
Add missing endpoint config to metrics datasets.

Enhancement View pull request
Move usage metrics config from beats to integrations

Enhancement View pull request
Move dynamodb metrics config from beats to integrations
1.17.2
Bug fix View pull request
Improve support for event.original field from upstream forwarders.
1.17.1
Bug fix View pull request
Fix misspelling of Log Stream Prefix variable in manifest for aws-cloudwatch input
1.17.0
Enhancement View pull request
Added Redshift integration
1.16.6
Enhancement View pull request
Update documentation with additional context for new users.
1.16.5
Enhancement View pull request
Move ELB metrics config from beats to integrations
1.16.4
Bug fix View pull request
Fix ELB dataset to parse URLs with spaces

Enhancement View pull request
Upgrade ECS to 8.2.0
1.16.3
Enhancement View pull request
Move RDS metrics config from beats to integrations
1.16.2
Enhancement View pull request
Move EC2 metrics config from beats to integrations
1.16.1
Bug fix View pull request
Fix invalid values for ECS fields in vpcflow
1.16.0
Enhancement View pull request
Move VPN configuration file into integrations and add tag collection
1.15.0
Enhancement View pull request
Deprecate s3 input in cloudwatch integration

Enhancement View pull request
Improve description for cloudwatch integration
1.14.8
Bug fix View pull request
Fix http.response.status_code to accept 000
1.14.7
Bug fix View pull request
Fix aws.dimensions.* for rds data stream

Bug fix View pull request
Fix aws.dimensions.* for sns data stream

Bug fix View pull request
Add aws.dimensions.* for dynamodb data stream
1.14.6
Enhancement View pull request
Improve s3 integration tile title and description
1.14.5
Bug fix View pull request
Fix duplicate titles for integrations
1.14.4
Bug fix View pull request
Fix cloudfront integration grok pattern
1.14.3
Enhancement View pull request
Add new pattern to VPC Flow logs including all 29 v5 fields
1.14.2
Bug fix View pull request
Fix billing dashboard.
1.14.1
Enhancement View pull request
Add documentation for multi-fields
1.14.0
Enhancement View pull request
Add configuration for max_number_of_messages to the aws.firewall_logs S3 input.
1.13.1
Bug fix View pull request
Fix metricbeat- reference in dashboard
1.13.0
Enhancement View pull request
Compress dashboard screenshots.
1.12.1
Bug fix View pull request
Fix field mapping conflicts in the elb_logs data stream relating to ECS fields (trace.id, source.port, and a few others).
1.12.0
Enhancement View pull request
Add CloudFront Logs Datastream
1.11.4
Bug fix View pull request
Add Ingest Pipeline script to map IANA Protocol Numbers
1.11.3
Bug fix View pull request
Changing missing ecs versions to 8.0.0
1.11.2
Bug fix View pull request
Add data_stream.dataset option for custom aws-cloudwatch log input
1.11.1
Bug fix View pull request
Update permission list
1.11.0
Enhancement View pull request
Update to ECS 8.0
1.10.2
Enhancement View pull request
Change cloudwatch metrics and logs default to false
1.10.1
Enhancement View pull request
Add description of supported vpcflow formats
1.10.0
Enhancement View pull request
Add cloudwatch input into AWS package for log collection
1.9.0
Enhancement View pull request
Add Route 53 Resolver Logs Datastream
1.8.0
Enhancement View pull request
Add Route 53 Public Zone Logs Datastream
1.7.1
Bug fix View pull request
Regenerate test files using the new GeoIP database
1.7.0
Enhancement View pull request
Add integration for AWS Network Firewall
1.6.2
Bug fix View pull request
Change test public IPs to the supported subset
1.6.1
Enhancement View pull request
Fix the value of event.created in CloudTrail data stream.
1.6.0
Enhancement View pull request
Add max_number_of_messages config option to AWS S3 input config.
1.5.1
Enhancement View pull request
Add missing sample events
1.5.0
Enhancement View pull request
Support Kibana 8.0
1.4.1
Enhancement View pull request
Add Overview dashboard for AWS S3 Storage Lens
1.4.0
Enhancement View pull request
Add integration for AWS S3 Storage Lens
1.3.2
Enhancement View pull request
Uniform with guidelines
1.3.1
Enhancement View pull request
Add config parameter descriptions
1.3.0
Enhancement View pull request
Add WAF datastream
1.2.2
Bug fix View pull request
Prevent pipeline script error
1.2.1
Bug fix View pull request
Fix logic that checks for the 'forwarded' tag
1.2.0
Enhancement View pull request
Update to ECS 1.12.0
1.1.0
Enhancement View pull request
vpcflow sync with filebeat fileset
1.0.0
Enhancement View pull request
Release AWS as GA
0.10.7
Enhancement View pull request
Add proxy config
0.10.6
Bug fix View pull request
Fix aws.billing.EstimatedCharges field name
0.10.5
Bug fix View pull request
Add event.created field
0.10.4
Enhancement View pull request
Improve RDS dashboard
0.10.3
Enhancement View pull request
Convert to generated ECS fields
0.10.2
Enhancement View pull request
update to ECS 1.11.0
0.10.1
Enhancement View pull request
Escape special characters in docs
0.10.0
Enhancement View pull request
Update integration description
0.9.3
Bug fix View pull request
Fix categories for each policy template
0.9.2
Enhancement View pull request
Add linked account information into billing metricset
0.9.1
Bug fix View pull request
Fix aws.s3access pipeline when remote IP is a -
0.9.0
Enhancement View pull request
Change default credential options to access keys
0.8.0
Enhancement View pull request
Set "event.module" and "event.dataset"
0.7.0
Enhancement View pull request
Introduce granularity using input_groups
0.6.4
Enhancement View pull request
Add support for Splunk authorization tokens
0.6.3
Bug fix View pull request
Fix bug in Third Party ingest pipeline
0.6.2
Bug fix View pull request
Removed incorrect http.request.referrer field from elb logs
0.6.1
Enhancement View pull request
Add support for CloudTrail Digest & Insight logs
0.6.0
Enhancement View pull request
Update ECS version, add event.original and preparing for package GA
0.5.6
Bug fix View pull request
Fix stack compatability
0.5.5
Enhancement View pull request
Allow role_arn work with access keys for AWS
0.5.4
Enhancement View pull request
Rename s3 input to aws-s3.
0.5.3
Enhancement View pull request
Add missing "geo" fields
0.5.2
Enhancement View pull request
update to ECS 1.9.0
0.5.1
Bug fix View pull request
Ignore missing "json" field in ingest pipeline
0.5.0
Enhancement View pull request
Moving edge processors to ingest pipeline
0.4.2
Enhancement View pull request
Updating package owner
0.4.1
Bug fix View pull request
Correct sample event file.
0.4.0
Enhancement View pull request
Add changes to use ECS 1.8 fields.
0.0.3
Enhancement View pull request
initial release