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elastic / elastic-agent

Elastic Agent - single, unified way to add monitoring for logs, metrics, and other types of data to a host.
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Elastic Agent

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Architecture and Internals

Official Documentation

See https://www.elastic.co/guide/en/fleet/current/index.html.

The source files for the offical Elastic Agent documentation are currently stored in the ingest-docs repository.

Contributing

See CONTRIBUTING.md.

Developing

The following are exclusively focused on getting developers started building code for Elastic Agent.

Development Installations

:warning: Development installations are not officially supported and are intended for Elastic Agent developers.

If you are an Elastic employee, you already have an Information Security managed Elastic Agent installed on your machine for endpoint protection. This prevents you from installing the Elastic Agent a second time for development without using a VM or Docker container. To eliminate this point of friction, Elastic Agent has a development mode that permits installing the Elastic Agent on your machine a second time:

# All other arguments to the install command are still supported when --develop is specified.
sudo ./elastic-agent install --develop
# The run command also supports the --develop option to allow running without installing when there is another agent on the machine.
./elastic-agent run -e --develop

Using the --develop option will install the agent in an isolated Agent-Development agent directory in the chosen base path. Development agents enrolled in Fleet will have the Development tag added automatically. Using the default base path on MacOS you will see:

sudo ls /Library/Elastic/
Agent
Agent-Development

The elastic-agent command in the shell is replaced with elastic-development-agent to interact with the development agent:

# For a privileged agent
sudo elastic-development-agent status
# For an unprivileged agent
sudo -u elastic-agent-user elastic-development-agent status

The primary restriction of --develop installations is that you cannot run Elastic Defend a second time on the same machine. Attempting to install Defend twice will fail with resource conflicts. All other integrations should be usable provided conflicting configurations are changed ahead of time. For example two agents cannot bind to the same agent.monitoring.http.port to expose their monitoring servers.

Test Framework

In addition to standard Go tests, changes to the Elastic Agent are always installed and tested on cross-platform virtual machines. For details on writing and running tests see the Test Framework Developer Guide.

Changelog

The changelog for the Elastic Agent is generated and maintained using the elastic-agent-changelog-tool. Read the installation and usage instructions to get started.

The changelog tool produces fragement files that are consolidated to generate a changelog for each release. Each PR containing a change with user impact (new feature, bug fix, etc.) must contain a changelog fragement describing the change. There is a GitHub action in CI that will fail if a PR does not contain a changelog fragment. For PRs that should not have a changelog entry, use the "skip-changelog" label to bypass this check.

A simple example of a changelog fragment is below for reference:

kind: bug-fix
summary: Fix a panic caused by a race condition when installing the Elastic Agent.
pr: https://github.com/elastic/elastic-agent/pull/823

Packaging

Prerequisites:

To build a local version of the agent for development, run the command below. The following platforms are supported:

# DEV=true disable signature verification to allow replacing binaries in the components sub-directory of the package.
# EXTERNAL=true downloads the matching version of the binaries that are packaged with agent (Beats for example).
# SNAPSHOT=true indicates that this is a snapshot version and not a release version.
# PLATFORMS=linux/amd64 builds an agent that will run on 64 bit Linux systems.
# PACKAGES=tar.gz produces a tar.gz package
DEV=true EXTERNAL=true SNAPSHOT=true PLATFORMS=linux/amd64 PACKAGES=tar.gz mage -v package

The resulting package will be produced in the build/distributions directory. The version is controlled by the value in version.go. To install the agent extract the package and run the install command:

cd build/distributions
tar xvfz build/distributions/elastic-agent-8.8.0-SNAPSHOT-darwin-aarch64.tar.gz
cd build/distributions/elastic-agent-8.8.0-SNAPSHOT-darwin-aarch64
sudo elastic-agent install

For basic use the agent binary can be run directly, with the sudo elastic-agent run command.

Packaging for other architectures

When packaging for an architecture different than the host machine, you might face the following error:

exec /crossbuild: exec format error

If that happens, enable multiarch/qemu-user-static is to enable an execution of different multi-architecture containers by QEMU and binfmt_misc:

docker run --rm --privileged multiarch/qemu-user-static --reset -p yes

Docker

Running Elastic Agent in a docker container is a common use case. To build the Elastic Agent and create a docker image run the following command:

# Use PLATFORMS=linux/arm64 if you are using an ARM based Mac.
DEV=true SNAPSHOT=true PLATFORMS=linux/amd64 PACKAGES=docker mage package

If you are in the 7.13 branch, this will create the docker.elastic.co/beats/elastic-agent:7.13.0-SNAPSHOT image in your local environment. Now you can use this to for example test this container with the stack in elastic-package:

elastic-package stack up --version=7.13.0-SNAPSHOT -v

Please note that the docker container is built in both standard and 'complete' variants. The 'complete' variant contains extra files, like the chromium browser, that are too large for the standard variant.

Testing Elastic Agent on Kubernetes

Prerequisites

  1. Build elastic-agent: 
    DEV=true PLATFORMS=linux/amd64 PACKAGES=docker mage package

Use environmental variables GOHOSTOS and GOHOSTARCH to specify PLATFORMS variable accordingly. eg.

❯ go env GOHOSTOS
darwin
❯ go env GOHOSTARCH
amd64
  1. Build docker image: 
    cd build/package/elastic-agent/elastic-agent-linux-amd64.docker/docker-build
docker build -t custom-agent-image .
  2. Load this image in your kind cluster: 
    kind load docker-image custom-agent-image:latest

  3. Deploy agent with that image:

    • download all-in-ome manifest for elastic-agent in standalone or managed mode, change version if needed 
      ELASTIC_AGENT_VERSION="8.0"
ELASTIC_AGENT_MODE="standalone"     # ELASTIC_AGENT_MODE="managed"
curl -L -O https://raw.githubusercontent.com/elastic/elastic-agent/${ELASTIC_AGENT_VERSION}/deploy/kubernetes/elastic-agent-${ELASTIC_AGENT_MODE}-kubernetes.yaml
    • Modify downloaded manifest:
    • change image name to the one, that was created in the previous step and add imagePullPolicy: Never: 
      containers:
- name: elastic-agent
image: custom-agent-image:latest
imagePullPolicy: Never
    • set environment variables accordingly to the used setup.

    Elastic-agent in standalone mode: set ES_USERNAME, ES_PASSWORD,ES_HOST.

    Elastic-agent in managed mode: set FLEET_URL and FLEET_ENROLLMENT_TOKEN.

Testing on Elastic Cloud

Elastic employees can create an Elastic Cloud deployment with a locally built Elastic Agent, by pushing images to an internal Docker repository. The images will be based on the SNAPSHOT images with the version defined in version/version.go.

Prerequisite to running following commands is having terraform installed and running terraform init from within testing/environments/cloud.

Running a shorthand make deploy_local in testing/environments/cloud will build Agent, tag the docker image correctly, push it to the repository and deploy to Elastic Cloud.

For more advanced scenarios: Running make build_elastic_agent_docker_image in testing/environments/cloud will build and push the images. Running make push_elastic_agent_docker_image in testing/environments/cloud will publish built docker image to CI docker repository.

Once docker images are published you can run EC_API_KEY=your_api_key make apply from testing/environments/cloud directory to deploy them to Elastic Cloud. To get EC_API_KEY follow this guide

The custom images are tagged with the current version, commit and timestamp. The timestamp is included to force a new Docker image to be used, which enables pushing new binaries without recreating the deployment.

To specify custom images create your docker_image.auto.tfvars file similar to docker_image.auto.tfvars.sample.

You can also use mage cloud:image and mage cloud:push respectively from repo root directory. To deploy your changes use make apply (from testing/environments/cloud) with EC_API_KEY instead of make deploy_local described above.

SNAPSHOT images are used by default. To use non-snapshot image specify SNAPSHOT=false explicitly.

Updating dependencies/PRs

Even though we prefer mage to our automation, we still have some rules implemented on our Makefile as well as CI will use the Makefile. CI will run make check-ci, so make sure to run it locally before submitting any PRs to have a quicker feedback instead of waiting for a CI failure.

Generating the NOTICE.txt when updating/adding dependencies

To do so, just run make notice, this is also part of the make check-ci and is the same check our CI will do.

At some point we will migrate it to mage (see discussion on https://github.com/elastic/elastic-agent/pull/1108 and on https://github.com/elastic/elastic-agent/issues/1107). However until we have the mage automation sorted out, it has been removed to avoid confusion.