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필사 모드: ArgoCD GitOps 完全指南：用 ApplicationSet·Sync Waves·Hook 实现 Kubernetes 声明式部署

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ArgoCD GitOps 完全指南

前言

GitOps 是一种把 Git 当作 Single Source of Truth、以声明式方式管理基础设施与应用期望状态的运维范式。ArgoCD 是在 Kubernetes 环境中实现 GitOps 最广泛使用的工具，作为 CNCF Graduated 项目，已经完成了生产环境验证。

本文将结合实战代码，介绍 ArgoCD 的核心能力：通过 ApplicationSet 实现多集群与多环境部署，通过 Sync Waves 和 Hook 控制部署顺序，以及 RBAC 与 Secret 管理等生产环境所需的全部配置。

ArgoCD 架构概览

ArgoCD 由以下核心组件构成。

组件职责主要功能
API ServerWeb UI、CLI、CI/CD 集成提供 gRPC/REST API，处理 RBAC
Repo ServerGit 仓库管理生成清单（Helm、Kustomize、Plain YAML）
Application Controller核心调和循环监视集群状态，执行同步
ApplicationSet Controller批量生成 Application基于模板自动生成 Application
Redis缓存清单缓存、集群状态缓存
Dex认证SSO、OIDC、LDAP 等外部认证集成

ArgoCD 安装

# 创建 Namespace 并安装 ArgoCD
kubectl create namespace argocd
kubectl apply -n argocd -f https://raw.githubusercontent.com/argoproj/argo-cd/stable/manifests/install.yaml

# 或者用 Helm 安装（生产环境推荐）
helm repo add argo https://argoproj.github.io/argo-helm
helm repo update

helm install argocd argo/argo-cd \
  --namespace argocd \
  --create-namespace \
  --set server.service.type=LoadBalancer \
  --set configs.params."server\.insecure"=true \
  --set controller.replicas=2 \
  --set repoServer.replicas=2 \
  --set redis-ha.enabled=true

# 确认初始 admin 密码
kubectl -n argocd get secret argocd-initial-admin-secret \
  -o jsonpath='{.data.password}' | base64 -d

Application 资源的基本构成

Application 规格详解

apiVersion: argoproj.io/v1alpha1
kind: Application
metadata:
  name: my-application
  namespace: argocd
  # Finalizer：删除 Application 时一并删除集群资源
  finalizers:
    - resources-finalizer.argocd.argoproj.io
spec:
  project: production
  source:
    repoURL: https://github.com/myorg/k8s-manifests.git
    targetRevision: main
    path: apps/my-app/overlays/production
    # Kustomize 选项
    kustomize:
      namePrefix: prod-
      commonLabels:
        env: production
  destination:
    server: https://kubernetes.default.svc
    namespace: production
  syncPolicy:
    automated:
      prune: true # 在集群中一并删除 Git 里已被删除的资源
      selfHeal: true # 发生手动变更时自动恢复
      allowEmpty: false # 防止部署空清单
    syncOptions:
      - CreateNamespace=true
      - PrunePropagationPolicy=foreground
      - PruneLast=true
      - ServerSideApply=true
    retry:
      limit: 5
      backoff:
        duration: 5s
        factor: 2
        maxDuration: 3m
  ignoreDifferences:
    - group: apps
      kind: Deployment
      jsonPointers:
        - /spec/replicas # 由 HPA 管理，因此忽略

Helm 源配置

apiVersion: argoproj.io/v1alpha1
kind: Application
metadata:
  name: prometheus-stack
  namespace: argocd
spec:
  project: monitoring
  source:
    repoURL: https://prometheus-community.github.io/helm-charts
    chart: kube-prometheus-stack
    targetRevision: 65.1.0
    helm:
      releaseName: prometheus
      valuesObject:
        grafana:
          enabled: true
          adminPassword: vault:secret/grafana#password
        prometheus:
          prometheusSpec:
            retention: 30d
            storageSpec:
              volumeClaimTemplate:
                spec:
                  storageClassName: gp3
                  resources:
                    requests:
                      storage: 100Gi
  destination:
    server: https://kubernetes.default.svc
    namespace: monitoring

用 AppProject 实现 RBAC

项目定义

apiVersion: argoproj.io/v1alpha1
kind: AppProject
metadata:
  name: production
  namespace: argocd
spec:
  description: 'Production environment project'
  # 允许的源仓库
  sourceRepos:
    - 'https://github.com/myorg/k8s-manifests.git'
    - 'https://github.com/myorg/helm-charts.git'
  # 允许的部署目标
  destinations:
    - namespace: 'production'
      server: 'https://kubernetes.default.svc'
    - namespace: 'production-*'
      server: 'https://kubernetes.default.svc'
  # 允许的集群级资源
  clusterResourceWhitelist:
    - group: ''
      kind: Namespace
    - group: 'rbac.authorization.k8s.io'
      kind: ClusterRole
    - group: 'rbac.authorization.k8s.io'
      kind: ClusterRoleBinding
  # 禁止的命名空间级资源
  namespaceResourceBlacklist:
    - group: ''
      kind: ResourceQuota
    - group: ''
      kind: LimitRange
  # RBAC 角色定义
  roles:
    - name: deployer
      description: 'Can sync and manage applications'
      policies:
        - p, proj:production:deployer, applications, get, production/*, allow
        - p, proj:production:deployer, applications, sync, production/*, allow
        - p, proj:production:deployer, applications, action/*, production/*, allow
      groups:
        - platform-team
    - name: viewer
      description: 'Read-only access'
      policies:
        - p, proj:production:viewer, applications, get, production/*, allow
      groups:
        - dev-team

ApplicationSet 生成器

Git Directory 生成器

基于 Git 仓库的目录结构自动生成 Application。

apiVersion: argoproj.io/v1alpha1
kind: ApplicationSet
metadata:
  name: app-of-apps
  namespace: argocd
spec:
  goTemplate: true
  goTemplateOptions: ['missingkey=error']
  generators:
    - git:
        repoURL: https://github.com/myorg/k8s-manifests.git
        revision: main
        directories:
          - path: 'apps/*/overlays/production'
          - path: 'apps/deprecated-*'
            exclude: true
  template:
    metadata:
      name: '{{.path.basename}}'
      namespace: argocd
      labels:
        app.kubernetes.io/managed-by: applicationset
    spec:
      project: production
      source:
        repoURL: https://github.com/myorg/k8s-manifests.git
        targetRevision: main
        path: '{{.path.path}}'
      destination:
        server: https://kubernetes.default.svc
        namespace: '{{.path.basename}}'
      syncPolicy:
        automated:
          prune: true
          selfHeal: true

Cluster 生成器

基于已注册的集群，自动化多集群部署。

apiVersion: argoproj.io/v1alpha1
kind: ApplicationSet
metadata:
  name: multi-cluster-apps
  namespace: argocd
spec:
  goTemplate: true
  goTemplateOptions: ['missingkey=error']
  generators:
    - clusters:
        selector:
          matchLabels:
            env: production
          matchExpressions:
            - key: region
              operator: In
              values:
                - ap-northeast-2
                - us-west-2
                - eu-west-1
  template:
    metadata:
      name: 'app-{{.name}}'
      namespace: argocd
    spec:
      project: production
      source:
        repoURL: https://github.com/myorg/k8s-manifests.git
        targetRevision: main
        path: 'apps/my-app/overlays/{{.metadata.labels.env}}'
        kustomize:
          commonLabels:
            cluster: '{{.name}}'
            region: '{{.metadata.labels.region}}'
      destination:
        server: '{{.server}}'
        namespace: production

Matrix 生成器（复合组合）

把两个生成器组合起来，生成所有组合。

apiVersion: argoproj.io/v1alpha1
kind: ApplicationSet
metadata:
  name: matrix-deployment
  namespace: argocd
spec:
  goTemplate: true
  goTemplateOptions: ['missingkey=error']
  generators:
    - matrix:
        generators:
          # 生成器 1：集群列表
          - clusters:
              selector:
                matchLabels:
                  env: production
          # 生成器 2：从 Git 目录取得应用列表
          - git:
              repoURL: https://github.com/myorg/k8s-manifests.git
              revision: main
              directories:
                - path: 'apps/*'
  template:
    metadata:
      name: '{{.path.basename}}-{{.name}}'
      namespace: argocd
    spec:
      project: production
      source:
        repoURL: https://github.com/myorg/k8s-manifests.git
        targetRevision: main
        path: '{{.path.path}}/overlays/production'
      destination:
        server: '{{.server}}'
        namespace: '{{.path.basename}}'

List 生成器

基于静态的值列表生成 Application。

apiVersion: argoproj.io/v1alpha1
kind: ApplicationSet
metadata:
  name: environment-apps
  namespace: argocd
spec:
  goTemplate: true
  goTemplateOptions: ['missingkey=error']
  generators:
    - list:
        elements:
          - env: dev
            cluster: https://dev-k8s.example.com
            revision: develop
            replicas: '1'
          - env: staging
            cluster: https://staging-k8s.example.com
            revision: release/v2.5
            replicas: '2'
          - env: production
            cluster: https://kubernetes.default.svc
            revision: main
            replicas: '3'
  template:
    metadata:
      name: 'my-app-{{.env}}'
      namespace: argocd
    spec:
      project: '{{.env}}'
      source:
        repoURL: https://github.com/myorg/k8s-manifests.git
        targetRevision: '{{.revision}}'
        path: 'apps/my-app/overlays/{{.env}}'
      destination:
        server: '{{.cluster}}'
        namespace: 'my-app-{{.env}}'

用 Sync Waves 控制部署顺序

Sync Wave 基本概念

Sync Wave 通过 argocd.argoproj.io/sync-wave 注解定义，使用整数值，从较小的值开始依次部署。默认值是 0。

# Wave -2：命名空间与 RBAC（前置条件）
apiVersion: v1
kind: Namespace
metadata:
  name: production
  annotations:
    argocd.argoproj.io/sync-wave: '-2'
---
apiVersion: v1
kind: ServiceAccount
metadata:
  name: app-service-account
  namespace: production
  annotations:
    argocd.argoproj.io/sync-wave: '-2'
---
# Wave -1：ConfigMap 与 Secret（配置）
apiVersion: v1
kind: ConfigMap
metadata:
  name: app-config
  namespace: production
  annotations:
    argocd.argoproj.io/sync-wave: '-1'
data:
  APP_ENV: production
  LOG_LEVEL: info
---
# Wave 0：核心应用（默认值）
apiVersion: apps/v1
kind: Deployment
metadata:
  name: my-app
  namespace: production
  annotations:
    argocd.argoproj.io/sync-wave: '0'
spec:
  replicas: 3
  selector:
    matchLabels:
      app: my-app
  template:
    metadata:
      labels:
        app: my-app
    spec:
      serviceAccountName: app-service-account
      containers:
        - name: app
          image: myorg/my-app:v2.5.0
          ports:
            - containerPort: 8080
          envFrom:
            - configMapRef:
                name: app-config
---
apiVersion: v1
kind: Service
metadata:
  name: my-app
  namespace: production
  annotations:
    argocd.argoproj.io/sync-wave: '0'
spec:
  selector:
    app: my-app
  ports:
    - port: 8080
      targetPort: 8080
---
# Wave 1：依赖资源（Ingress、HPA）
apiVersion: autoscaling/v2
kind: HorizontalPodAutoscaler
metadata:
  name: my-app-hpa
  namespace: production
  annotations:
    argocd.argoproj.io/sync-wave: '1'
spec:
  scaleTargetRef:
    apiVersion: apps/v1
    kind: Deployment
    name: my-app
  minReplicas: 3
  maxReplicas: 10
  metrics:
    - type: Resource
      resource:
        name: cpu
        target:
          type: Utilization
          averageUtilization: 70
---
# Wave 2：监控
apiVersion: monitoring.coreos.com/v1
kind: ServiceMonitor
metadata:
  name: my-app-monitor
  namespace: production
  annotations:
    argocd.argoproj.io/sync-wave: '2'
spec:
  selector:
    matchLabels:
      app: my-app
  endpoints:
    - port: http
      interval: 15s

Sync Hook 的运用

PreSync Hook：部署前的数据库迁移

apiVersion: batch/v1
kind: Job
metadata:
  name: db-migration
  namespace: production
  annotations:
    argocd.argoproj.io/hook: PreSync
    argocd.argoproj.io/hook-delete-policy: BeforeHookCreation
    argocd.argoproj.io/sync-wave: '-1'
spec:
  backoffLimit: 3
  template:
    spec:
      containers:
        - name: migrate
          image: myorg/db-migrator:v2.5.0
          command: ['./migrate', 'up']
          env:
            - name: DATABASE_URL
              valueFrom:
                secretKeyRef:
                  name: db-credentials
                  key: url
      restartPolicy: Never

PostSync Hook：部署后的验证

apiVersion: batch/v1
kind: Job
metadata:
  name: smoke-test
  namespace: production
  annotations:
    argocd.argoproj.io/hook: PostSync
    argocd.argoproj.io/hook-delete-policy: BeforeHookCreation
spec:
  backoffLimit: 1
  template:
    spec:
      containers:
        - name: smoke-test
          image: myorg/smoke-tester:latest
          command:
            - /bin/sh
            - -c
            - |
              echo "Running smoke tests..."
              curl -sf http://my-app.production.svc:8080/healthz || exit 1
              curl -sf http://my-app.production.svc:8080/api/v1/status || exit 1
              echo "All smoke tests passed!"
      restartPolicy: Never

SyncFail Hook：同步失败时的通知

apiVersion: batch/v1
kind: Job
metadata:
  name: sync-fail-notification
  namespace: production
  annotations:
    argocd.argoproj.io/hook: SyncFail
    argocd.argoproj.io/hook-delete-policy: BeforeHookCreation
spec:
  backoffLimit: 1
  template:
    spec:
      containers:
        - name: notify
          image: curlimages/curl:latest
          command:
            - /bin/sh
            - -c
            - |
              curl -X POST "$SLACK_WEBHOOK_URL" \
                -H 'Content-Type: application/json' \
                -d '{"text":"ArgoCD Sync FAILED for my-app in production!"}'
          env:
            - name: SLACK_WEBHOOK_URL
              valueFrom:
                secretKeyRef:
                  name: slack-webhook
                  key: url
      restartPolicy: Never

Secret 管理

Sealed Secrets 集成

# 安装 Sealed Secrets 控制器
helm repo add sealed-secrets https://bitnami-labs.github.io/sealed-secrets
helm install sealed-secrets sealed-secrets/sealed-secrets \
  --namespace kube-system

# 用 kubeseal CLI 加密 Secret
kubectl create secret generic db-credentials \
  --namespace production \
  --from-literal=url='postgresql://user:pass@db:5432/mydb' \
  --dry-run=client -o yaml | \
  kubeseal --format yaml > sealed-db-credentials.yaml

# 可以提交到 Git 的 SealedSecret
apiVersion: bitnami.com/v1alpha1
kind: SealedSecret
metadata:
  name: db-credentials
  namespace: production
  annotations:
    argocd.argoproj.io/sync-wave: '-2'
spec:
  encryptedData:
    url: AgA2X5N0Q...encrypted...base64==
  template:
    metadata:
      name: db-credentials
      namespace: production
    type: Opaque

External Secrets Operator 集成

# ExternalSecret：从 AWS Secrets Manager 同步 Secret
apiVersion: external-secrets.io/v1beta1
kind: ExternalSecret
metadata:
  name: db-credentials
  namespace: production
  annotations:
    argocd.argoproj.io/sync-wave: '-2'
spec:
  refreshInterval: 1h
  secretStoreRef:
    name: aws-secretsmanager
    kind: ClusterSecretStore
  target:
    name: db-credentials
    creationPolicy: Owner
  data:
    - secretKey: url
      remoteRef:
        key: production/database
        property: connection_url
    - secretKey: password
      remoteRef:
        key: production/database
        property: password
---
# ClusterSecretStore 定义
apiVersion: external-secrets.io/v1beta1
kind: ClusterSecretStore
metadata:
  name: aws-secretsmanager
spec:
  provider:
    aws:
      service: SecretsManager
      region: ap-northeast-2
      auth:
        jwt:
          serviceAccountRef:
            name: external-secrets-sa
            namespace: external-secrets

多集群部署

集群注册

# 注册目标集群（基于 kubeconfig 上下文）
argocd cluster add staging-cluster \
  --name staging \
  --label env=staging \
  --label region=ap-northeast-2

argocd cluster add production-cluster \
  --name production \
  --label env=production \
  --label region=ap-northeast-2

# 确认已注册的集群
argocd cluster list

按集群拆分配置

apiVersion: argoproj.io/v1alpha1
kind: ApplicationSet
metadata:
  name: platform-services
  namespace: argocd
spec:
  goTemplate: true
  goTemplateOptions: ['missingkey=error']
  generators:
    - matrix:
        generators:
          - clusters:
              selector:
                matchLabels:
                  env: production
          - list:
              elements:
                - app: cert-manager
                  namespace: cert-manager
                  chart: cert-manager
                  repoURL: https://charts.jetstack.io
                  targetRevision: v1.16.0
                - app: external-secrets
                  namespace: external-secrets
                  chart: external-secrets
                  repoURL: https://charts.external-secrets.io
                  targetRevision: 0.12.0
                - app: metrics-server
                  namespace: kube-system
                  chart: metrics-server
                  repoURL: https://kubernetes-sigs.github.io/metrics-server
                  targetRevision: 3.12.0
  template:
    metadata:
      name: '{{.app}}-{{.name}}'
      namespace: argocd
    spec:
      project: platform
      source:
        repoURL: '{{.repoURL}}'
        chart: '{{.chart}}'
        targetRevision: '{{.targetRevision}}'
        helm:
          releaseName: '{{.app}}'
      destination:
        server: '{{.server}}'
        namespace: '{{.namespace}}'
      syncPolicy:
        automated:
          prune: true
          selfHeal: true
        syncOptions:
          - CreateNamespace=true

回滚策略

自动回滚配置

apiVersion: argoproj.io/v1alpha1
kind: Application
metadata:
  name: my-app
  namespace: argocd
spec:
  project: production
  source:
    repoURL: https://github.com/myorg/k8s-manifests.git
    targetRevision: main
    path: apps/my-app/overlays/production
  destination:
    server: https://kubernetes.default.svc
    namespace: production
  syncPolicy:
    automated:
      prune: true
      selfHeal: true
    retry:
      limit: 3
      backoff:
        duration: 10s
        factor: 2
        maxDuration: 5m

通过 CLI 手动回滚

# 确认部署历史
argocd app history my-app

# 回滚到特定修订版本
argocd app rollback my-app 5

# 或者同步到特定的 Git 提交
argocd app sync my-app --revision abc123def

# 确认同步状态
argocd app get my-app
argocd app wait my-app --health

监控配置

ArgoCD Prometheus 指标

apiVersion: monitoring.coreos.com/v1
kind: ServiceMonitor
metadata:
  name: argocd-metrics
  namespace: argocd
spec:
  selector:
    matchLabels:
      app.kubernetes.io/part-of: argocd
  endpoints:
    - port: metrics
      interval: 30s
---
apiVersion: monitoring.coreos.com/v1
kind: PrometheusRule
metadata:
  name: argocd-alerts
  namespace: argocd
spec:
  groups:
    - name: argocd
      rules:
        - alert: ArgoCDAppOutOfSync
          expr: |
            argocd_app_info{sync_status="OutOfSync"} == 1
          for: 10m
          labels:
            severity: warning
          annotations:
            summary: 'Application {{ "{{" }} $labels.name {{ "}}" }} is OutOfSync for more than 10 minutes'
        - alert: ArgoCDAppDegraded
          expr: |
            argocd_app_info{health_status="Degraded"} == 1
          for: 5m
          labels:
            severity: critical
          annotations:
            summary: 'Application {{ "{{" }} $labels.name {{ "}}" }} is Degraded'
        - alert: ArgoCDSyncFailed
          expr: |
            increase(argocd_app_sync_total{phase="Failed"}[10m]) > 0
          labels:
            severity: critical
          annotations:
            summary: 'ArgoCD sync failed for {{ "{{" }} $labels.name {{ "}}" }}'

Slack 通知配置

# argocd-notifications-cm ConfigMap
apiVersion: v1
kind: ConfigMap
metadata:
  name: argocd-notifications-cm
  namespace: argocd
data:
  service.slack: |
    token: $slack-token
  trigger.on-sync-failed: |
    - when: app.status.operationState.phase in ['Error', 'Failed']
      send: [app-sync-failed]
  trigger.on-health-degraded: |
    - when: app.status.health.status == 'Degraded'
      send: [app-health-degraded]
  trigger.on-sync-succeeded: |
    - when: app.status.operationState.phase in ['Succeeded']
      oncePer: app.status.sync.revision
      send: [app-sync-succeeded]
  template.app-sync-failed: |
    slack:
      attachments: |
        [{
          "color": "#E96D76",
          "title": "Sync Failed: {{.app.metadata.name}}",
          "text": "Application {{.app.metadata.name}} sync failed.\nRevision: {{.app.status.sync.revision}}\nMessage: {{.app.status.operationState.message}}"
        }]
  template.app-health-degraded: |
    slack:
      attachments: |
        [{
          "color": "#f4c030",
          "title": "Health Degraded: {{.app.metadata.name}}",
          "text": "Application {{.app.metadata.name}} health is degraded."
        }]
  template.app-sync-succeeded: |
    slack:
      attachments: |
        [{
          "color": "#18BE52",
          "title": "Sync Succeeded: {{.app.metadata.name}}",
          "text": "Application {{.app.metadata.name}} synced successfully.\nRevision: {{.app.status.sync.revision}}"
        }]

运维注意事项

1. ApplicationSet 安全

如果 ApplicationSet 的 project 字段被模板化，开发者就可能把 Application 创建到权限过大的项目中。必须始终把配置限制为：只从管理员控制的来源引用 project 字段。

2. 自动同步的注意点

automated.prune: true 会把 Git 中已移除的资源从集群里删除。一旦误删清单，生产资源可能立刻被删除，因此建议给重要资源加上 argocd.argoproj.io/sync-options: Prune=false 注解。

3. Webhook 安全

如果 ArgoCD 可以被公网访问，务必配置 Webhook Secret，以防止 DDoS 攻击。

4. Repo Server 资源

处理大型仓库或 Helm chart 时，Repo Server 的内存使用量可能急剧上升。需要设置合适的资源限制与副本数。

5. 抽象层级限制

使用 Application of Applications 模式时，应避免超过 3 层的抽象。4-5 层的嵌套会让调试变得极其困难。

故障案例与恢复流程

案例 1：Sync 无限循环

# 症状：Application 反复停留在 Syncing 状态
# 原因：未配置 ignoreDifferences 导致检测到 drift

# 诊断
argocd app diff my-app
argocd app get my-app --show-operation

# 恢复：添加 ignoreDifferences
kubectl patch application my-app -n argocd --type merge -p '{
  "spec": {
    "ignoreDifferences": [
      {
        "group": "apps",
        "kind": "Deployment",
        "jsonPointers": ["/spec/replicas"]
      }
    ]
  }
}'

案例 2：Repo Server OOM

# 症状：Application 处于 Unknown 状态，清单生成失败
# 诊断
kubectl logs -n argocd deploy/argocd-repo-server --previous
kubectl top pods -n argocd

# 恢复：提高资源上限
kubectl patch deployment argocd-repo-server -n argocd --type json -p '[
  {
    "op": "replace",
    "path": "/spec/template/spec/containers/0/resources/limits/memory",
    "value": "4Gi"
  }
]'

# 重启 Repo Server
kubectl rollout restart deployment/argocd-repo-server -n argocd

案例 3：Secret 同步失败（External Secrets）

# 症状：Application 是 Healthy，但 Pod 处于 CrashLoopBackOff
# 原因：ExternalSecret 尚未完成同步

# 诊断
kubectl get externalsecret -n production
kubectl describe externalsecret db-credentials -n production

# 恢复：强制同步 ExternalSecret
kubectl annotate externalsecret db-credentials \
  -n production \
  force-sync=$(date +%s) --overwrite

# 或者用 Sync Wave 保证顺序
# ExternalSecret: sync-wave=-2, Deployment: sync-wave=0

案例 4：ApplicationSet 意外删除

# 症状：修改 ApplicationSet 之后，原有的 Application 被删除
# 原因：生成器配置有误，导致匹配到的条目减少

# 预防：配置 preserveResourcesOnDeletion
kubectl patch applicationset my-appset -n argocd --type merge -p '{
  "spec": {
    "syncPolicy": {
      "preserveResourcesOnDeletion": true
    }
  }
}'

# 恢复：从 Git 历史还原之前的 ApplicationSet 配置
git log --oneline -- applicationsets/my-appset.yaml
git checkout HEAD~1 -- applicationsets/my-appset.yaml
git commit -m "Revert ApplicationSet to restore applications"
git push

结语

作为 GitOps 的核心工具，ArgoCD 提供了生产环境所需的全部能力：通过 ApplicationSet 实现多集群自动化，通过 Sync Waves 与 Hook 精细控制部署顺序，以及通过 RBAC 和 Secret 管理强化安全。

关键在于始终把 Git 维持为 Single Source of Truth，同时设定恰当的自动化程度。与其对所有环境都启用自动同步，不如采取渐进式做法：开发与预发布环境用自动同步，生产环境用手动同步。也请务必同时配置好监控与告警，以便迅速发现并应对同步失败或健康检查异常。

参考资料

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GitOps 是一种把 Git 当作 Single Source of Truth、以声明式方式管理基础设施与应用期望状态的运维范式。ArgoCD 是在 Kubernetes 环境中实现 GitOps...

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