gke-basics
>-
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references/client-library-usage.md:27cred-pathsconfig.load_kube_config() # Loads from ~/.kube/config
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技能内容
GKE Basics & Critical Gotchas
Managed Kubernetes platform on Google Cloud. Defaults to Autopilot mode unless Standard is explicitly required.
Key Selection Rules: Autopilot vs. Standard
- Default to Autopilot for almost all workloads.
- Use Standard ONLY if:
- Custom node OS kernel parameters (
sysctl) are required. - Custom node taints or specific hardware node pools are required.
- DaemonSets require raw
hostPathmounts to the host OS filesystem. - When explaining why Standard is required over Autopilot, explicitly cite all matching restrictions (e.g., custom sysctls and custom node taints).
- For advanced cluster architecture or complex node pool creation planning, refer to
gke-cluster-creation.
Critical Gotchas & Best Practices
- Private Autopilot Clusters:
- Use
--enable-private-nodesfor private node IP addresses. - Use
--enable-private-endpointto disable public IP access to the control plane. - Restrict control plane access with
--enable-master-authorized-networksand--master-authorized-networks=CIDR_BLOCK:
gcloud container clusters create-auto CLUSTER_NAME --region=REGION \
--enable-private-nodes \
--enable-private-endpoint \
--enable-master-authorized-networks \
--master-authorized-networks=CIDR_BLOCK
- Workload Identity (IAM Binding):
- Never mount raw GCP Service Account JSON keys in Pods.
- Annotate the Kubernetes ServiceAccount (
KSA) to bind to the Google Service Account (GSA):
metadata:
annotations:
iam.gke.io/gcp-service-account: GSA_NAME@PROJECT_ID.iam.gserviceaccount.com
- Autopilot Resource Requests:
- In Autopilot, CPU requests must be specified in increments of 250m (0.25 vCPU). If an unaligned CPU request (e.g., 300m) is requested, round up to the nearest 250m increment (500m / 0.5 vCPU).
- Resource requests equal limits automatically. Omit
limitsto allow Autopilot to set defaults matchingrequests.
- Cluster Credentials:
- Always explicitly specify
--region(for regional clusters) or--zone(for zonal clusters) when fetching credentials:
gcloud container clusters get-credentials CLUSTER_NAME --region=REGION --quiet
Reference Directory
- [Core Concepts](references/core-concepts.md): Architecture, cluster modes (Autopilot vs Standard), networking, scaling, and security model.
- [CLI Usage & Tool Reference](references/cli-reference.md): Tool preference hierarchy (MCP vs gcloud vs kubectl),
gcloud containercommands, and user preference overrides.
- [Client Libraries](references/client-library-usage.md): Official Kubernetes and Google Cloud Container client libraries in Python, Go, Node.js, and Java.
- [MCP Usage](references/mcp-usage.md): Connecting to and using the 23 structured GKE MCP tools for cluster management, K8s resources, and diagnostics.
- [Infrastructure as Code](references/iac-usage.md): Terraform examples for
google_container_cluster(Autopilot), Kubernetes provider resources, and YAML samples.
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