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.

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