From 2bf3628c0c462f2492e9fe9882e155ef24087456 Mon Sep 17 00:00:00 2001 From: Kevin Lewin Date: Wed, 2 Oct 2024 09:48:00 -0400 Subject: [PATCH] adding kotlin page --- .../images/kotlin-arch.png | Bin 0 -> 115107 bytes .../images/kotlin-metrics.png | Bin 0 -> 175156 bytes .../images/kotlin-service-map.png | Bin 0 -> 198056 bytes .../images/kotlin-services.png | Bin 0 -> 279900 bytes .../application-signals/kotlin-signals.md | 137 ++++++++++++++++++ docusaurus/sidebars.js | 7 + 6 files changed, 144 insertions(+) create mode 100644 docusaurus/docs/tools/application-signals/images/kotlin-arch.png create mode 100644 docusaurus/docs/tools/application-signals/images/kotlin-metrics.png create mode 100644 docusaurus/docs/tools/application-signals/images/kotlin-service-map.png create mode 100644 docusaurus/docs/tools/application-signals/images/kotlin-services.png create mode 100644 docusaurus/docs/tools/application-signals/kotlin-signals.md diff --git 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[Kotlin](https://kotlinlang.org/) web services are usually built into Java Archive (jar) files, which can be deployed on any platform running Java. These applications often operate within distributed environments, involving multiple interconnected components such as databases, external APIs, and caching layers. This complexity can significantly escalate your Mean Time to Resolution (MTTR). + +In this guide, we will demonstrate how to auto-instrument Kotlin web services that are running on a Linux EC2 server. Enabling [CloudWatch Application Signals](https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/CloudWatch-Application-Monitoring-Sections.html) allows for collection of telemetry from the application using [AWS Distro for OpenTelemetry](https://aws-otel.github.io/docs/introduction) (ADOT) Java Auto-Instrumentation Agent to collect metrics and traces from your applications without making any code changes. You can leverage key metrics such as call volume, availability, latency, faults, and errors to quickly see and triage current operational health of your application services and verify whether they are meeting the long term performance and business goals. + +## Prerequisites + +- A linux EC2 instance with the proper [IAM permissions](https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/Application_Signals_Permissions.html) to interact with CloudWatch Application Signals. This guide leverages [Amazon Linux](https://aws.amazon.com/linux/amazon-linux-2023/) instance for this, so if you are using something else your commands may be slightly different. +- The ability to [SSH](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/connect-linux-inst-ssh.html) into the instance. + +## Solution Overview + +At a high level, the steps we will perform are the following. + +- Enable CloudWatch Application Signals. +- Deploy a [ktor web service](https://ktor.io/) in a fat jar. +- Install the CloudWatch agent configured to receive Application Signals from the web service. +- Download the [ADOT](https://aws-otel.github.io/docs/getting-started/java-sdk/auto-instr#introduction) Auto Instrumentation Agent. +- Run our kotlin service jar alongside the java agent to auto-instrument the service. +- Run some tests to generate telemetry. + +### Architecture Diagram + +![Architecture](./images/kotlin-arch.png) + +### Enable CloudWatch Application Signals + +Follow the instructions in Step 1: [Enable Application Signals](https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/CloudWatch-Application-Signals-Enable-EC2.html#CloudWatch-Application-Signals-EC2-Grant) in your account. + +### Deploy a Ktor Web Service +[Ktor](https://ktor.io/) is a popular kotlin framework for creating web services. It allows you to quickly get started with asynchronous server-side applications. + +Create a working directory +``` +mkdir kotlin-signals && cd kotlin-signals +``` + +Clone the Ktor examples repo +``` +git clone https://github.com/ktorio/ktor-samples.git && cd ktor-samples/structured-logging +``` + +Build the application +``` +./gradlew build && cd build/libs +``` + +Test that the application runs +``` +java -jar structured-logging-all.jar +``` + +Assuming the service built and ran correctly, we can now stop it with `ctrl + c` + +### Configure the CloudWatch Agent +Amazon Linux instances have the CloudWatch agent installed by default. If your instance does not, you will need to [install](https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/install-CloudWatch-Agent-on-EC2-Instance.html) it. + +Once installed, we can now create the configuration file. +``` +sudo nano /opt/aws/amazon-cloudwatch-agent/bin/app-signals-config.json +``` + +Copy and Paste the following configuration into the file +``` +{ + "traces": { + "traces_collected": { + "app_signals": {} + } + }, + "logs": { + "metrics_collected": { + "app_signals": {} + } + } +} +``` + +Save the file and then start the CloudWatch agent with the config we just created +``` +sudo /opt/aws/amazon-cloudwatch-agent/bin/amazon-cloudwatch-agent-ctl -a fetch-config -m ec2 -s -c file:/opt/aws/amazon-cloudwatch-agent/bin/app-signals-config.json +``` + +### Download the ADOT Auto Instrumenation Agent + +Navigate to the directory that contains your jar file, we will put the agent here to make it easier for this demonstration. In a real scenario this would likely be in it's own folder. + +``` +cd kotlin-signals/ktor-samples/structured-logging/build/libs +``` + +Download the Auto Instrumentation Agent +``` +wget https://github.com/aws-observability/aws-otel-java-instrumentation/releases/latest/download/aws-opentelemetry-agent.jar +``` + +### Run your Ktor Service with the ADOT agent +``` +OTEL_RESOURCE_ATTRIBUTES=service.name=KotlinApp,service.namespace=MyKotlinService,aws.hostedin.environment=EC2 \ +OTEL_AWS_APPLICATION_SIGNALS_ENABLED=true \ +OTEL_AWS_APPLICATION_SIGNALS_EXPORTER_ENDPOINT=http://localhost:4316/v1/metrics \ +OTEL_EXPORTER_OTLP_PROTOCOL=http/protobuf \ +OTEL_EXPORTER_OTLP_TRACES_ENDPOINT=http://localhost:4316/v1/traces \ +OTEL_METRICS_EXPORTER=none \ +OTEL_LOGS_EXPORT=none \ +java -javaagent:aws-opentelemetry-agent.jar -jar structured-logging-all.jar +``` + +### Generate Traffic to the Service to Create Telemetry +``` +for i in {1..1800}; do curl http://localhost:8080 && sleep 2; done +``` + +## Review Your Telemetry + +You should now be able to see the Kotlin Service show up in the 'Services' section of CloudWatch + +![kotlin-service](./images/kotlin-services.png) + +You can also see our service in the 'Service Map' + +![kotlin-service-map](./images/kotlin-service-map.png) + +The instrumentation provides valuable metrics such as Latency: + +![kotlin-metrics](./images/kotlin-metrics.png) + +### Next Steps + +From here your next steps would be to further explore the [Application Signals Experience](https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/CloudWatch-Application-Monitoring-Sections.html) including creating [SLOs](https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/CloudWatch-ServiceLevelObjectives.html) for your service. Another good next step would be to create more kotlin microservices in Ktor so you can start to put together a more complex backend. Distributed, complex environments are where you see the most benefit in a tool like Application Signals. + +### Cleanup + +Terminate your EC2 instance and delete the `/aws/appsignals/generic` log group. diff --git a/docusaurus/sidebars.js b/docusaurus/sidebars.js index bdd92142e..7aa6451f6 100644 --- a/docusaurus/sidebars.js +++ b/docusaurus/sidebars.js @@ -220,6 +220,13 @@ module.exports = { }, ], }, + { + type: 'category', + label: 'Application Signals', + items: [ + 'tools/application-signals/kotlin-signals', + ], + }, 'tools/metrics', 'tools/rum', 'tools/synthetics',