1 Star 0 Fork 0

zhuchance/kubernetes

加入 Gitee
与超过 1200万 开发者一起发现、参与优秀开源项目,私有仓库也完全免费 :)
免费加入
克隆/下载
nvidia-gpus.go 6.41 KB
一键复制 编辑 原始数据 按行查看 历史
/*
Copyright 2017 The Kubernetes Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package scheduling
import (
"strings"
"time"
"k8s.io/api/core/v1"
"k8s.io/apimachinery/pkg/api/resource"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/apimachinery/pkg/util/uuid"
"k8s.io/kubernetes/test/e2e/framework"
imageutils "k8s.io/kubernetes/test/utils/image"
. "github.com/onsi/ginkgo"
. "github.com/onsi/gomega"
)
const (
testPodNamePrefix = "nvidia-gpu-"
cosOSImage = "Container-Optimized OS from Google"
// Nvidia driver installation can take upwards of 5 minutes.
driverInstallTimeout = 10 * time.Minute
)
type podCreationFuncType func() *v1.Pod
var (
gpuResourceName v1.ResourceName
dsYamlUrl string
podCreationFunc podCreationFuncType
)
func makeCudaAdditionTestPod() *v1.Pod {
podName := testPodNamePrefix + string(uuid.NewUUID())
testPod := &v1.Pod{
ObjectMeta: metav1.ObjectMeta{
Name: podName,
},
Spec: v1.PodSpec{
RestartPolicy: v1.RestartPolicyNever,
Containers: []v1.Container{
{
Name: "vector-addition",
Image: imageutils.GetE2EImage(imageutils.CudaVectorAdd),
Resources: v1.ResourceRequirements{
Limits: v1.ResourceList{
gpuResourceName: *resource.NewQuantity(1, resource.DecimalSI),
},
},
VolumeMounts: []v1.VolumeMount{
{
Name: "nvidia-libraries",
MountPath: "/usr/local/nvidia/lib64",
},
},
},
},
Volumes: []v1.Volume{
{
Name: "nvidia-libraries",
VolumeSource: v1.VolumeSource{
HostPath: &v1.HostPathVolumeSource{
Path: "/home/kubernetes/bin/nvidia/lib",
},
},
},
},
},
}
return testPod
}
func makeCudaAdditionDevicePluginTestPod() *v1.Pod {
podName := testPodNamePrefix + string(uuid.NewUUID())
testPod := &v1.Pod{
ObjectMeta: metav1.ObjectMeta{
Name: podName,
},
Spec: v1.PodSpec{
RestartPolicy: v1.RestartPolicyNever,
Containers: []v1.Container{
{
Name: "vector-addition",
Image: imageutils.GetE2EImage(imageutils.CudaVectorAdd),
Resources: v1.ResourceRequirements{
Limits: v1.ResourceList{
gpuResourceName: *resource.NewQuantity(1, resource.DecimalSI),
},
},
},
},
},
}
return testPod
}
func isClusterRunningCOS(f *framework.Framework) bool {
nodeList, err := f.ClientSet.CoreV1().Nodes().List(metav1.ListOptions{})
framework.ExpectNoError(err, "getting node list")
for _, node := range nodeList.Items {
if !strings.Contains(node.Status.NodeInfo.OSImage, cosOSImage) {
return false
}
}
return true
}
func areGPUsAvailableOnAllSchedulableNodes(f *framework.Framework) bool {
framework.Logf("Getting list of Nodes from API server")
nodeList, err := f.ClientSet.CoreV1().Nodes().List(metav1.ListOptions{})
framework.ExpectNoError(err, "getting node list")
for _, node := range nodeList.Items {
if node.Spec.Unschedulable {
continue
}
framework.Logf("gpuResourceName %s", gpuResourceName)
if val, ok := node.Status.Capacity[gpuResourceName]; !ok || val.Value() == 0 {
framework.Logf("Nvidia GPUs not available on Node: %q", node.Name)
return false
}
}
framework.Logf("Nvidia GPUs exist on all schedulable nodes")
return true
}
func getGPUsAvailable(f *framework.Framework) int64 {
nodeList, err := f.ClientSet.CoreV1().Nodes().List(metav1.ListOptions{})
framework.ExpectNoError(err, "getting node list")
var gpusAvailable int64
for _, node := range nodeList.Items {
if val, ok := node.Status.Capacity[gpuResourceName]; ok {
gpusAvailable += (&val).Value()
}
}
return gpusAvailable
}
func testNvidiaGPUsOnCOS(f *framework.Framework) {
// Skip the test if the base image is not COS.
// TODO: Add support for other base images.
// CUDA apps require host mounts which is not portable across base images (yet).
framework.Logf("Checking base image")
if !isClusterRunningCOS(f) {
Skip("Nvidia GPU tests are supproted only on Container Optimized OS image currently")
}
framework.Logf("Cluster is running on COS. Proceeding with test")
if f.BaseName == "device-plugin-gpus" {
dsYamlUrl = framework.GPUDevicePluginDSYAML
gpuResourceName = framework.NVIDIAGPUResourceName
podCreationFunc = makeCudaAdditionDevicePluginTestPod
} else {
dsYamlUrl = "https://raw.githubusercontent.com/ContainerEngine/accelerators/master/cos-nvidia-gpu-installer/daemonset.yaml"
gpuResourceName = v1.ResourceNvidiaGPU
podCreationFunc = makeCudaAdditionTestPod
}
// GPU drivers might have already been installed.
if !areGPUsAvailableOnAllSchedulableNodes(f) {
// Install Nvidia Drivers.
ds, err := framework.DsFromManifest(dsYamlUrl)
Expect(err).NotTo(HaveOccurred())
ds.Namespace = f.Namespace.Name
_, err = f.ClientSet.Extensions().DaemonSets(f.Namespace.Name).Create(ds)
framework.ExpectNoError(err, "failed to create daemonset")
framework.Logf("Successfully created daemonset to install Nvidia drivers. Waiting for drivers to be installed and GPUs to be available in Node Capacity...")
// Wait for Nvidia GPUs to be available on nodes
Eventually(func() bool {
return areGPUsAvailableOnAllSchedulableNodes(f)
}, driverInstallTimeout, time.Second).Should(BeTrue())
}
framework.Logf("Creating as many pods as there are Nvidia GPUs and have the pods run a CUDA app")
podList := []*v1.Pod{}
for i := int64(0); i < getGPUsAvailable(f); i++ {
podList = append(podList, f.PodClient().Create(podCreationFunc()))
}
framework.Logf("Wait for all test pods to succeed")
// Wait for all pods to succeed
for _, po := range podList {
f.PodClient().WaitForSuccess(po.Name, 5*time.Minute)
}
}
var _ = SIGDescribe("[Feature:GPU]", func() {
f := framework.NewDefaultFramework("gpus")
It("run Nvidia GPU tests on Container Optimized OS only", func() {
testNvidiaGPUsOnCOS(f)
})
})
var _ = SIGDescribe("[Feature:GPUDevicePlugin]", func() {
f := framework.NewDefaultFramework("device-plugin-gpus")
It("run Nvidia GPU Device Plugin tests on Container Optimized OS only", func() {
testNvidiaGPUsOnCOS(f)
})
})
马建仓 AI 助手
尝试更多
代码解读
代码找茬
代码优化
Go
1
https://gitee.com/meoom/kubernetes.git
git@gitee.com:meoom/kubernetes.git
meoom
kubernetes
kubernetes
v1.8.11-beta.0

搜索帮助