From 063f0d5a578593e5b3959fc4f2d8ae555d9ea347 Mon Sep 17 00:00:00 2001 From: Diger Date: Fri, 30 Aug 2024 20:54:16 +0900 Subject: [PATCH] =?UTF-8?q?=EA=B8=B0=EB=B3=B8=EC=9D=B4=20=EC=A4=91?= =?UTF-8?q?=EC=9A=94=ED=95=98=EB=8B=A4=20[opentelemetry]?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- _posts/2024-08-29-opentelemetry.md | 73 ++++++++++++++++++ .../opentelemetry-architecture.png | Bin 0 -> 230597 bytes images/opentelemetry/trace-async.png | Bin 0 -> 203311 bytes images/opentelemetry/trace.png | Bin 0 -> 137278 bytes 4 files changed, 73 insertions(+) create mode 100644 _posts/2024-08-29-opentelemetry.md create mode 100644 images/opentelemetry/opentelemetry-architecture.png create mode 100644 images/opentelemetry/trace-async.png create mode 100644 images/opentelemetry/trace.png diff --git a/_posts/2024-08-29-opentelemetry.md b/_posts/2024-08-29-opentelemetry.md new file mode 100644 index 0000000..fb8d085 --- /dev/null +++ b/_posts/2024-08-29-opentelemetry.md @@ -0,0 +1,73 @@ +--- + +title: Opentelemetry +date: 2024-08-30 +categories: [Opentelementry] +tags: [Opentelementry] +layout: post +toc: true +math: true +mermaid: true + +--- + +[참고 자료 - NHN FORWARD 22](https://www.youtube.com/watch?v=EZmUxMtx5Fc) + +--- + + +## NHN의 오픈텔레메트리 도입 이유 + +NHN은 사내 클라우드와 외부 클라우드(AWS)를 혼용하여 사용하고 있었다. + +사내 클라우드 플랫폼 전체에 장애가 생기면 외부 클라우드에서 서비스를 진행하기 위함이다. + +하지만 레거시한 인프라에서는 AWS에서 동작하는 서비스에 대한 모니터링을 수행할 수 없어 이를 해결하기 위한 오픈텔레멘트리를 도입했다. + +--- + +## Observability (관측성) + +시스템, 애플리케이션이 값을 출력하는 것을 바탕으로 시스템을 이해할 수 있는 속성이다. + +그럼 모니터링이랑 무슨 관계가 있을까? + +관측성은 모니터링을 통해서 이루어지는 속성이다. + +그럼 구체적으로 어떤 값을 모니터링해야하는지 알아본다. + +--- + +## Telemetry Data + +### Log (로그) + +시간 기반 텍스트로 우리가 흔히 하는 로그를 의미한다. 이 로그에서 의미있는 데이터를 찾아내야한다. 그러기 위해서 로그 수집 시스템에서 이를 관리해야한다. + +이를 조금이나마 완화하기 위해 구조화된 로그(JSON, Key-Value)로 남기도록 한다. + +### Metrics (지표) + +런타임 환경에서 측정된 값이다. 흔히 성능 지표가 쓰이는데 성능 지표를 바탕으로 오토 스케일링을 적용할 수 있는 여러 정책을 적용할 정보이다. + +### Traces ((분산)추적) + +어떤 요청이 처리될 때의 경로를 말한다. 시스템이 요청을 처리하는 흐름을 분석할 수 있는 정보이다. + +특히 분산 시스템에서 어떤 시스템에서 부하가 발생하는지 등을 관찰하기 좋은 정보이다. + +아래와 같이 Span이라는 작업단위를 표현하는 Tree구조로 이를 확인할 수 있다. + +![](https://github.com/K-Diger/K-Diger.github.io/blob/main/images/opentelemetry/trace.png?raw=true) + +Trace는 특히 비동기 처리하는 것에 엄청나게 의미가 있다. 아래처럼 비동기에 대한 흐름을 한눈에 확인할수도 있다. + +![](https://github.com/K-Diger/K-Diger.github.io/blob/main/images/opentelemetry/trace-async.png?raw=true) + +--- + +## Opentelemetry 구조 + +![](https://github.com/K-Diger/K-Diger.github.io/blob/main/images/opentelemetry/opentelemetry-architecture.png?raw=true) + +MicroService는 Otel이 제공하는 SDK, API를 통해 Otel이 정해놓은 형식에 맞춰 각종 지표를 보낸다. diff --git a/images/opentelemetry/opentelemetry-architecture.png b/images/opentelemetry/opentelemetry-architecture.png new file mode 100644 index 0000000000000000000000000000000000000000..fea3f3b99149e74eb6a880a815c44ebf087f4bc2 GIT binary patch literal 230597 zcmdSAbx>Ph+csLKlmf*aTAbog+*;hdxVs0pAf>n$cPL)mid%6Bkm4E~QXB##1U>2R 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