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---
# PersistentVolumeClaim for 数据存储
apiVersion: v1
kind: PersistentVolumeClaim
metadata:
name: ghx-pvc
namespace: gpu-health-expert
spec:
accessModes:
- ReadWriteMany
resources:
requests:
storage: 1Gi
storageClassName: <your-storage-class-name>
---
# ConfigMap for frontend environment variables
apiVersion: v1
kind: ConfigMap
metadata:
name: pb-env-config
namespace: gpu-health-expert
data:
env.js: |
window.NEXT_PUBLIC_API_URL='<your-backend-service-url>';
---
# Job模板ConfigMap
apiVersion: v1
kind: ConfigMap
metadata:
name: job-template-config
namespace: gpu-health-expert
data:
# 烧机测试Job模板
burnin-job-template.yaml: |
apiVersion: batch/v1
kind: Job
metadata:
name: ghx-burnin-job-{JOB_ID}
namespace: gpu-health-expert
labels:
app: ghx-burnin
job-type: burnin
job-id: "{BASE_JOB_ID}"
created-by: ghx-server
spec:
parallelism: 1
completions: 1
ttlSecondsAfterFinished: 300 # Job完成后5分钟自动销毁
backoffLimit: 0 # 禁止Job重试
template:
metadata:
labels:
app: ghx-burnin
job-type: burnin
job-id: "{BASE_JOB_ID}"
spec:
restartPolicy: Never
tolerations:
- operator: "Exists"
effect: "NoSchedule"
- operator: "Exists"
effect: "PreferNoSchedule"
- operator: "Exists"
effect: "NoExecute"
nodeSelector:
kubernetes.io/hostname: "{NODE_NAME}" # 直接指定前端选择的节点
containers:
- name: gpu-burnin
image: kang2023/ghx-check:latest
imagePullPolicy: IfNotPresent
workingDir: /opt/gpu-burn
command: ["python3"]
args: ["/opt/gpu_burnin_monitor.py"]
env:
- name: NODE_NAME
valueFrom:
fieldRef:
fieldPath: spec.nodeName
- name: POD_NAME
valueFrom:
fieldRef:
fieldPath: metadata.name
- name: JOB_ID
value: "{JOB_ID}"
- name: MEMORY_PARAM
value: "{MEMORY_PARAM}"
- name: DURATION
value: "{DURATION}"
- name: API_SERVER_URL
value: "http://ghx-service.gpu-health-expert.svc.cluster.local:5000"
resources:
requests:
{GPU_RESOURCE_NAME}: 8 # 8个GPU
limits:
{GPU_RESOURCE_NAME}: 8 # 8个GPU
volumeMounts:
- name: localtime
mountPath: /etc/localtime
readOnly: true
volumes:
- name: localtime
hostPath:
path: /etc/localtime
type: File
# 诊断测试Job模板
job-template.yaml: |
apiVersion: batch/v1
kind: Job
metadata:
name: ghx-manual-job-{JOB_ID}
namespace: gpu-health-expert
labels:
app: ghx-manual
job-type: manual
job-id: "{BASE_JOB_ID}"
spec:
parallelism: 1
completions: 1
ttlSecondsAfterFinished: 60 # Job完成后1分钟自动销毁
backoffLimit: 0 # 禁止Job重试
template:
metadata:
labels:
app: ghx-manual
job-type: manual
job-id: "{BASE_JOB_ID}"
spec:
restartPolicy: Never
tolerations:
- operator: "Exists"
effect: "NoSchedule"
- operator: "Exists"
effect: "PreferNoSchedule"
- operator: "Exists"
effect: "NoExecute"
nodeSelector:
kubernetes.io/hostname: "{NODE_NAME}" # 直接指定前端选择的节点
containers:
- name: gpu-checker
image: kang2023/ghx-check:latest
imagePullPolicy: IfNotPresent
command: ["python3"]
args: ["/opt/gpu_check_job.py"]
env:
- name: NODE_NAME
valueFrom:
fieldRef:
fieldPath: spec.nodeName
- name: POD_NAME
valueFrom:
fieldRef:
fieldPath: metadata.name
- name: JOB_TYPE
value: "manual"
- name: JOB_ID
value: "{JOB_ID}"
- name: ENABLED_TESTS
value: "{ENABLED_TESTS}"
- name: DCGM_DIAG_LEVEL
value: "{DCGM_LEVEL}"
- name: SELECTED_NODES
value: "{SELECTED_NODES}"
resources:
requests:
{GPU_RESOURCE_NAME}: 8
{RDMA_RESOURCES}
limits:
{GPU_RESOURCE_NAME}: 8
{RDMA_RESOURCES}
securityContext:
privileged: true
volumeMounts:
- name: shared-results
mountPath: /shared
- name: localtime
mountPath: /etc/localtime
readOnly: true
- name: gpu-benchmarks-config
mountPath: /config/gpu-benchmarks.json
subPath: gpu-benchmarks.json
volumes:
- name: shared-results
persistentVolumeClaim:
claimName: ghx-pvc
- name: localtime
hostPath:
path: /etc/localtime
type: File
- name: gpu-benchmarks-config
configMap:
name: gpu-benchmarks-config
---
# GPU基准值ConfigMap(前后端通用)
apiVersion: v1
kind: ConfigMap
metadata:
name: gpu-benchmarks-config
namespace: gpu-health-expert
data:
gpu-benchmarks.json: |
{
"RTX 3090": {"p2p": 18, "nccl": 7, "bw": 20},
"L40S": {"p2p": 28, "nccl": 8, "bw": 20},
"RTX 4090": {"p2p": 18, "nccl": 7, "bw": 20},
"A100": {"p2p": 420, "nccl": 70, "bw": 20},
"A800": {"p2p": 340, "nccl": 55, "bw": 20},
"H100": {"p2p": 700, "nccl": 139, "bw": 40},
"H800": {"p2p": 340, "nccl": 65, "bw": 47},
"H20": {"p2p": 700, "nccl": 139, "bw": 47},
"H200": {"p2p": 730, "nccl": 145, "bw": 54}
}
env.js: |
window.GPU_BENCHMARKS = {
"RTX 3090": {"p2p": 18, "nccl": 7, "bw": 20},
"L40S": {"p2p": 28, "nccl": 8, "bw": 20},
"RTX 4090": {"p2p": 18, "nccl": 7, "bw": 20},
"A100": {"p2p": 420, "nccl": 70, "bw": 20},
"A800": {"p2p": 340, "nccl": 55, "bw": 20},
"H100": {"p2p": 700, "nccl": 139, "bw": 40},
"H800": {"p2p": 340, "nccl": 65, "bw": 47},
"H20": {"p2p": 700, "nccl": 139, "bw": 47},
"H200": {"p2p": 730, "nccl": 145, "bw": 54}
}
---
# GPU检查CronJob - 在每个GPU节点上运行
apiVersion: batch/v1
kind: CronJob
metadata:
name: ghx-cronjob
namespace: gpu-health-expert
spec:
schedule: "0 4 * * *" # 每天凌晨4点执行
concurrencyPolicy: Allow # 允许并发执行
successfulJobsHistoryLimit: 3
failedJobsHistoryLimit: 3
jobTemplate:
metadata:
labels:
job-type: cron
spec:
parallelism: 5 # 最大并发 Job 数
completions: 5 # 总需完成的 Job 数(假设有 10 个节点)
ttlSecondsAfterFinished: 60 # Job完成后1分钟自动销毁
backoffLimit: 0 # 禁止 Job 重试
template:
spec:
restartPolicy: Never
tolerations:
- operator: "Exists"
effect: "NoSchedule"
- operator: "Exists"
effect: "PreferNoSchedule"
- operator: "Exists"
effect: "NoExecute"
containers:
- name: gpu-checker
image: kang2023/ghx-check:latest # 使用我们的GPU检查镜像
imagePullPolicy: IfNotPresent
command: ["python3"]
args: ["/opt/gpu_check_job.py"]
env:
- name: NODE_NAME
valueFrom:
fieldRef:
fieldPath: spec.nodeName
- name: POD_NAME
valueFrom:
fieldRef:
fieldPath: metadata.name
- name: DCGM_DIAG_LEVEL
value: "1" # DCGM诊断级别,可通过环境变量覆盖
- name: JOB_TYPE
value: "cron"
resources:
requests:
nvidia.com/gpu: 8
rdma/hca: 1
limits:
nvidia.com/gpu: 8
rdma/hca: 1
securityContext:
privileged: true
volumeMounts:
- name: shared-results
mountPath: /shared
- name: localtime
mountPath: /etc/localtime
readOnly: true
- name: gpu-benchmarks-config
mountPath: /config/gpu-benchmarks.json
subPath: gpu-benchmarks.json
volumes:
- name: shared-results
persistentVolumeClaim:
claimName: ghx-pvc
- name: localtime
hostPath:
path: /etc/localtime
type: File
- name: gpu-benchmarks-config
configMap:
name: gpu-benchmarks-config
---
# GHX统一服务Deployment
apiVersion: apps/v1
kind: Deployment
metadata:
name: ghx-server
namespace: gpu-health-expert
spec:
replicas: 1
selector:
matchLabels:
app: ghx-server
template:
metadata:
labels:
app: ghx-server
spec:
tolerations:
- operator: "Exists"
effect: "NoSchedule"
- operator: "Exists"
effect: "PreferNoSchedule"
- operator: "Exists"
effect: "NoExecute"
containers:
- name: ghx-server
image: kang2023/ghx-server:latest # GHX统一服务镜像
imagePullPolicy: IfNotPresent
env:
- name: GPU_RESULT_RETENTION_DAYS
value: "7" # GPU结果保留天数,默认为7天
- name: PORT
value: "5000"
- name: KUBECONFIG
value: "/root/.kube/config"
# CORS配置环境变量
- name: CORS_ORIGINS
value: "http://<your-server-ip>:<service-port>" # 添加您的实际服务地址,默认localhost地址已包含
ports:
- containerPort: 5000
volumeMounts:
- name: shared-results
mountPath: /shared
- name: kubeconfig
mountPath: /root/.kube
readOnly: true
- name: localtime
mountPath: /etc/localtime
readOnly: true
- name: job-template-config
mountPath: /app/job-template.yaml
subPath: job-template.yaml
readOnly: true
- name: job-template-config
mountPath: /app/burnin-job-template.yaml
subPath: burnin-job-template.yaml
readOnly: true
volumes:
- name: shared-results
persistentVolumeClaim:
claimName: ghx-pvc
- name: kubeconfig
secret:
secretName: gpu-health-expert-kubeconfig
defaultMode: 0400
- name: localtime
hostPath:
path: /etc/localtime
type: File
- name: job-template-config
configMap:
name: job-template-config
---
# GHX统一服务Service
apiVersion: v1
kind: Service
metadata:
name: ghx-service
namespace: gpu-health-expert
spec:
selector:
app: ghx-server
ports:
- name: http
port: 5000
targetPort: 5000
nodePort: 31005
type: NodePort
---
# GHX前端Dashboard Deployment
apiVersion: apps/v1
kind: Deployment
metadata:
name: ghx-dashboard
namespace: gpu-health-expert
spec:
replicas: 1
selector:
matchLabels:
app: ghx-dashboard
template:
metadata:
labels:
app: ghx-dashboard
spec:
containers:
- name: ghx-dashboard
image: kang2023/ghx-dashboard:latest # GHX前端Dashboard镜像
imagePullPolicy: IfNotPresent
ports:
- containerPort: 3000
volumeMounts:
- name: pb-env
mountPath: /app/public/env.js
subPath: env.js
- name: gpu-benchmarks-env
mountPath: /app/public/gpu-benchmarks.js
subPath: env.js
- name: localtime
mountPath: /etc/localtime
readOnly: true
volumes:
- name: pb-env
configMap:
name: pb-env-config
- name: gpu-benchmarks-env
configMap:
name: gpu-benchmarks-config
- name: localtime
hostPath:
path: /etc/localtime
type: File
tolerations:
- operator: "Exists"
effect: "NoSchedule"
- operator: "Exists"
effect: "PreferNoSchedule"
- operator: "Exists"
effect: "NoExecute"
---
# GHX前端Dashboard Service
apiVersion: v1
kind: Service
metadata:
name: ghx-dashboard-service
namespace: gpu-health-expert
spec:
selector:
app: ghx-dashboard
ports:
- name: http
port: 80
targetPort: 3000
nodePort: 31033
type: NodePort