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DevOpsを使い、HelmとKubernetesでアプリケーションのデプロイを成功させる方法を学びます。\n最初のステップは[gitops-demoグループのREADME.mdファイル](https://gitlab.com/gitops-demo/readme)を開いてgitops-demoグループの構造を確認することです。いくつかのプロジェクトと、インフラストラクチャと[アプリケーション](https://gitlab.com/gitops-demo/apps)という2つのサブグループがあります。\n",{"id":74},"multicloud-deployments-using-git-ops-and-git-lab",{"type":66,"componentName":66,"componentContent":76},{"header":41,"text":77,"config":78},"このデモでは、my-asp-net-app1、my-spring-app2、my-ruby-app3、my-python-app4の4つのアプリケーションと、それぞれが異なるクラウド環境に対応する3つのKubernetesクラスタであるMicrosoft Azure (AKS)、Amazon (EKS)、Google Cloud (GKE)が用意されています。左隅のKubernetesボタンをクリックすると、すべてのクラスターがGitLabに登録されていることがわかります。 環境スコープは、各クラウドにデプロイされるアプリケーションを表します。\n",{"id":79},"inside-the-applications-folder",{"type":66,"componentName":66,"componentContent":81},{"header":45,"text":82,"config":83},"### AutoDevOpsの実践\n\n[最初の例](https://gitlab.com/gitops-demo/apps/my-asp-net-app1)はASP.NETアプリケーションです。これはHello, Worldと同様のアプリです。 [アプリケーションCIファイル](https://gitlab.com/gitops-demo/apps/my-asp-net-app1/blob/master/.gitlab-ci.yml)には、このアプリケーションのデプロイ方法特有の複数の修正があります。\n\n最初のステップは、いくつかの変数を設定してメインのAuto DevOpsテンプレートをインポートすることです。次に.netコードに適用しやすいいくつかのコマンドをステージ用に上書きし、最後に本番環境をAKSにデプロイするように自動的に設定することが重要となります。\n\n```yaml\ninclude:\n  - template: Auto-DevOps.gitlab-ci.yml\n\nvariables:\n  DEPENDENCY_SCANNING_DISABLED: \"true\"\n\ntest:\n  stage: test\n  image: microsoft/dotnet:latest\n  script:\n    - 'dotnet test --no-restore'\n\nlicense_management:\n  stage: test\n  before_script:\n    - sudo apt-get update\n    - sudo apt-get install -y dotnet-runtime-2.2 dotnet-sdk-2.2\n\nproduction:\n  environment:\n    name: aks/production\n    url: http://$CI_PROJECT_PATH_SLUG.$KUBE_INGRESS_BASE_DOMAIN\n```\n\n\nパイプラインは自動的に実行され、正常にデプロイされます。[パイプライン](https://gitlab.com/gitops-demo/apps/my-asp-net-app1/pipelines/88314435)を表示することで、デプロイの仕組みを確認することができます。\nASP.NETアプリケーションのビルドから本番環境までのパイプラインの流れ。\nパイプラインの\n\n内部を簡単に見ると、すべてのジョブが正常に渡されたことがわかります。 Auto DevOps機能はビルドステージを開始し、[Docker](/blog/docker-hub-rate-limit-monitoring/){data-ga-name=\"docker\" data-ga-location=\"body\"}コンテナを作成して組み込みのDockerレジストリにアップロードします。テストフェーズは包括的で、[コンテナスキャン](/blog/container-security-in-gitlab/){data-ga-name=\"container scanning\" data-ga-location=\"body\"}、ライセンス管理、SAST、ユニットテストが含まれます。テスト結果を詳しく見るには、セキュリティタブとライセンスタブをクリックします。アプリケーションはパイプラインの最終段階で本番環境にデプロイされます。\n\n### AKSクラスターの内部\n\nASP.NETアプリケーションはAKSクラスターにデプロイします。「オペレーション」>「環境」の順に進み、このアプリケーション用に設定された環境を確認します。 [Prometheus](/blog/anomaly-detection-using-prometheus/){data-ga-name=\"prometheus\" data-ga-location=\"body\"}はすでにGitLabのKubernetesクラスターに統合されているため、HTTPエラーレート、レイテンシレート、スループットなどのメトリックが利用できます。\n\n環境はライブURLをクリックして直接起動でき、AKSで実行されているアプリケーションを確認できます。GitLabで既に構成されているものを超えて、アプリケーションに展開方法を指示する追加のコードはほとんどありません。 Auto DevOps機能は、Helmチャートを作成し、KubernetesとAKSにデプロイします。\n",{"id":84},"aspnet-application-on-aks",{"type":66,"componentName":66,"componentContent":86},{"header":49,"text":87,"config":88},"このデモでは、Dockerfileを使用して、[Springアプリケーション]( https://gitlab.com/gitops-demo/apps/my-spring-app2)をASP.NETアプリケーションと同様に構成する方法を学習します。[Dockerfile]( https://gitlab.com/gitops-demo/apps/my-spring-app2/blob/master/Dockerfile)は、リポジトリのルートディレクトリに配置されます。\n\n''' docker\nROM maven: 3 - jdk -8- alpine\nWORKDIR/usr/src/app\nCOPY . / usr/src/app\nRUN mvn package\nENV PORT 5000\nEXPOSE $PORT\nCMD [\" sh \", \"- c \", \"mvn -Dserver.port=${PORT} spring-boot:run\"]\n'''\n\nSpringアプリケーションのデプロイは、ASP.NETアプリケーションとは1つの点で異なります。AutoDevOpsテンプレートへの上書きは必要ありません。これは、デフォルトテンプレートを使用し、AKSの代わりにGoogle Kubernetes Engine（GKE）にデプロイするためです。アプリケーションのデプロイのワークフローは、アプリケーションがどのクラウドにデプロイされているかに関係なく同じです。これにより、[マルチクラウド](/blog/gitlab-ci-cd-is-for-multi-cloud/){data-ga-name=\"multicloud\" data-ga-location=\"body\"}が簡単になります。\n\nこの環境では、同様のビルド、テスト、および本番実行を生成することが重要です。このステップを実行することで、チームは同じメトリクス、エラー率、レイテンシー、スループットを得ることができます。この場合、アプリケーションはGoogle Kubernetes Engine（GKE）クラスターのKubernetes上のコンテナで自動的に実行されます。\n",{"id":89},"java-spring-application-on-gke",{"type":66,"componentName":66,"componentContent":91},{"header":53,"text":92,"config":93},"最後の例は、EKSにデプロイする[Pythonアプリケーション]( https://gitlab.com/gitops-demo/apps/my-python-app4)です。コンポーネントは上記の例と似ており、[gitlab-ci.ymlを使用して本番環境をEKSに変更](https://gitlab.com/gitops-demo/apps/my-python-app4/blob/master/.gitlab-ci.yml)し、Dockerfileを使用してHelmチャートを作成します。いくつかの上書きもあります。\n\n```yaml\ninclude:\n  - template: Auto-DevOps.gitlab-ci.yml\ntest:\n  image: python:3.7\n  script:\n    - pip install -r requirements.txt\n    - pip install pylint\n    - pylint main.py\nproduction:\n  environment:\n    name: eks/production\n    url: http://$CI_PROJECT_PATH_SLUG.$ KUBE_INGRESS_BASE_DOMAIN\n'''\n\nGitLab CIファイルは、EKSにデプロイするようにアプリケーションに指示します。\n\n\n'```docker\nFROM python:3.7\nWORKDIR /app\nADD . /app/\nRUN pip install -r requirements.txt\nEXPOSE 5000\nCMD [\"python\", \"/app/main.py\"\n```\n[Dockerfile](https://gitlab.com/gitops-demo/apps/my-python-app4/blob/master/Dockerfile)はHelmチャートを準備します。\n\n\n上記の例と同様に、[パイプライン](https://gitlab.com/gitops-demo/apps/my-python-app4/pipelines/88314654)は、ビルド、テスト、および本番フェーズの他のアプリケーションと同様に実行されます。アプリケーションがEKSにデプロイされると、ライブリンクを開き、ブラウザウィンドウにPythonアプリケーションを表示できます。\n\nGitLabは、真のマルチクラウドソリューションであり、優れたGitOpsプラクティスを維持しながら、異なるワークフローなしに、使用したいクラウドプロバイダーを決定することを可能にします。これらはすべて、同じワークフローを持つ一貫したインターフェースであり、GitLabと統合されたKubernetesを実行する主要なクラウドへのデプロイを簡単にします。\n",{"id":94},"python-application-on-eks",{"type":66,"componentName":66,"componentContent":96},{"header":57,"text":97,"config":98},"GitOpsの良いプラクティスのひとつとして、Gitリポジトリをすべてのコードの信頼できる唯一の情報源にするという点があります。GitOpsの手順にはGitリポジトリで十分ですが、GitOpsの中核となるコラボレーション、プロセスの透明性、[バージョン管理](/blog/migrating-your-version-control-to-git/){data-ga-name=\"version control\" data-ga-location=\"body\"}といったDevOpsツールはほとんどありません。\n\nGitLabの要点である[エピック](/blog/epics-three-features-accelerate-your-workflow/){data-ga-name=\"epics\" data-ga-location=\"body\"}、イシュー、[マージリクエスト](/blog/merge-trains-explained/){data-ga-name=\"merge requests\" data-ga-location=\"body\"}などのツールを使用して、チーム間のコミュニケーションと透明性を促進します。インフラストラクチャチームは、GitLabでTerraformまたは[Ansibleテンプレート](/ blog/2019/07/01/using-ansible-and-gitlab-as-infrastructure -for-code/){data- ga-name=\"ansible\" data-ga-location=\"body\"}を使用してコードを構築し、GitLab CIを使用してクラウドにデプロイできます。GitLabは真のマルチクラウドソリューションであり、ワークフローを大幅に強化することなく、GitLab CIとKubernetesを使用してあらゆるクラウドサービスにアプリケーションをデプロイすることができます。\n",{"id":99},"git-lab-for-git-ops",{"type":66,"componentName":66,"componentContent":101},{"header":61,"text":102,"config":103},"* [GitOpsとは](/topics/gitops/){data-ga-name=\"gitops\" data-ga-location=\"body\"}\n* [GitLabがGitOpsワークフローを強化する方法を見る](/solutions/gitops/){data-ga-name=\"strengthens gitops workflows\" data-ga-location=\"body\"}\n* 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