mirror of
https://github.com/k3s-io/kubernetes.git
synced 2025-07-29 22:46:12 +00:00
fix a bug in nvidia gpu allocation and added unit test
Signed-off-by: Vishnu kannan <vishnuk@google.com>
This commit is contained in:
parent
2554b95994
commit
13582a65aa
@ -5,6 +5,7 @@ licenses(["notice"])
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load(
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"@io_bazel_rules_go//go:def.bzl",
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"go_library",
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"go_test",
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)
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go_library(
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@ -36,3 +37,18 @@ filegroup(
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srcs = [":package-srcs"],
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tags = ["automanaged"],
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)
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go_test(
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name = "go_default_test",
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srcs = ["nvidia_gpu_manager_test.go"],
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library = ":go_default_library",
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tags = ["automanaged"],
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deps = [
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"//pkg/api/v1:go_default_library",
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"//vendor:github.com/stretchr/testify/assert",
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"//vendor:k8s.io/apimachinery/pkg/api/resource",
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"//vendor:k8s.io/apimachinery/pkg/apis/meta/v1",
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"//vendor:k8s.io/apimachinery/pkg/util/sets",
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"//vendor:k8s.io/apimachinery/pkg/util/uuid",
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],
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)
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@ -53,7 +53,7 @@ func (pgpu *podGPUs) delete(pods []string) {
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func (pgpu *podGPUs) devices() sets.String {
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ret := sets.NewString()
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for _, devices := range pgpu.podGPUMapping {
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ret.Union(devices)
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ret = ret.Union(devices)
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}
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return ret
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}
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@ -80,7 +80,7 @@ func NewNvidiaGPUManager(activePodsLister activePodsLister, dockerClient dockert
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// Initialize the GPU devices, so far only needed to discover the GPU paths.
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func (ngm *nvidiaGPUManager) Start() error {
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if ngm.dockerClient == nil {
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return fmt.Errorf("invalid docker client specified")
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return fmt.Errorf("Invalid docker client specified in GPU Manager")
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}
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ngm.Lock()
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defer ngm.Unlock()
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@ -94,7 +94,7 @@ func (ngm *nvidiaGPUManager) Start() error {
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}
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ngm.defaultDevices = []string{nvidiaCtlDevice, nvidiaUVMDevice}
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_, err := os.Stat(nvidiaUVMToolsDevice)
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if os.IsNotExist(err) {
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if !os.IsNotExist(err) {
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ngm.defaultDevices = append(ngm.defaultDevices, nvidiaUVMToolsDevice)
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}
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@ -154,12 +154,14 @@ func (ngm *nvidiaGPUManager) AllocateGPU(pod *v1.Pod, container *v1.Container) (
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}
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// Get GPU devices in use.
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devicesInUse := ngm.allocated.devices()
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glog.V(5).Infof("gpus in use: %v", devicesInUse.List())
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// Get a list of available GPUs.
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available := ngm.allGPUs.Difference(devicesInUse)
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glog.V(5).Infof("gpus available: %v", available.List())
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if int64(available.Len()) < gpusNeeded {
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return nil, fmt.Errorf("requested number of GPUs unavailable. Requested: %d, Available: %d", gpusNeeded, available.Len())
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}
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ret := available.List()[:gpusNeeded]
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ret := available.UnsortedList()[:gpusNeeded]
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for _, device := range ret {
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// Update internal allocated GPU cache.
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ngm.allocated.insert(string(pod.UID), device)
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@ -184,6 +186,7 @@ func (ngm *nvidiaGPUManager) updateAllocatedGPUs() error {
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}
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allocatedPodUids := ngm.allocated.pods()
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podsToBeRemoved := allocatedPodUids.Difference(activePodUids)
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glog.V(5).Infof("pods to be removed: %v", podsToBeRemoved.List())
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ngm.allocated.delete(podsToBeRemoved.List())
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return nil
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}
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144
pkg/kubelet/gpu/nvidia/nvidia_gpu_manager_test.go
Normal file
144
pkg/kubelet/gpu/nvidia/nvidia_gpu_manager_test.go
Normal file
@ -0,0 +1,144 @@
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/*
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Copyright 2017 The Kubernetes Authors.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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*/
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package nvidia
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import (
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"testing"
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"github.com/stretchr/testify/assert"
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"k8s.io/apimachinery/pkg/api/resource"
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metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
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"k8s.io/apimachinery/pkg/util/sets"
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"k8s.io/apimachinery/pkg/util/uuid"
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"k8s.io/kubernetes/pkg/api/v1"
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)
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type testActivePodsLister struct {
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activePods []*v1.Pod
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}
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func (tapl *testActivePodsLister) GetRunningPods() ([]*v1.Pod, error) {
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return tapl.activePods, nil
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}
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func makeTestPod(numContainers int) *v1.Pod {
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quantity := resource.NewQuantity(1, resource.DecimalSI)
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resources := v1.ResourceRequirements{
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Limits: v1.ResourceList{
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v1.ResourceNvidiaGPU: *quantity,
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},
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}
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pod := &v1.Pod{
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ObjectMeta: metav1.ObjectMeta{
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UID: uuid.NewUUID(),
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},
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Spec: v1.PodSpec{
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Containers: []v1.Container{},
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},
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}
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for ; numContainers > 0; numContainers-- {
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pod.Spec.Containers = append(pod.Spec.Containers, v1.Container{
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Resources: resources,
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})
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}
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return pod
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}
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func TestMultiContainerPodGPUAllocation(t *testing.T) {
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podLister := &testActivePodsLister{}
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testGpuManager := &nvidiaGPUManager{
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activePodsLister: podLister,
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allGPUs: sets.NewString("/dev/nvidia0", "/dev/nvidia1"),
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allocated: newPodGPUs(),
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}
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// Expect that no devices are in use.
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gpusInUse, err := testGpuManager.gpusInUse()
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as := assert.New(t)
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as.Nil(err)
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as.Equal(len(gpusInUse.devices()), 0)
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// Allocated GPUs for a pod with two containers.
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pod := makeTestPod(2)
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// Allocate for the first container.
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devices1, err := testGpuManager.AllocateGPU(pod, &pod.Spec.Containers[0])
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as.Nil(err)
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as.Equal(len(devices1), 1)
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podLister.activePods = append(podLister.activePods, pod)
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// Allocate for the second container.
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devices2, err := testGpuManager.AllocateGPU(pod, &pod.Spec.Containers[1])
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as.Nil(err)
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as.Equal(len(devices2), 1)
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as.NotEqual(devices1, devices2, "expected containers to get different devices")
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// further allocations should fail.
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newPod := makeTestPod(2)
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devices1, err = testGpuManager.AllocateGPU(newPod, &newPod.Spec.Containers[0])
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as.NotNil(err, "expected gpu allocation to fail. got: %v", devices1)
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// Now terminate the original pod and observe that GPU allocation for new pod succeeds.
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podLister.activePods = podLister.activePods[:0]
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devices1, err = testGpuManager.AllocateGPU(newPod, &newPod.Spec.Containers[0])
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as.Nil(err)
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as.Equal(len(devices1), 1)
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podLister.activePods = append(podLister.activePods, newPod)
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devices2, err = testGpuManager.AllocateGPU(newPod, &newPod.Spec.Containers[1])
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as.Nil(err)
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as.Equal(len(devices2), 1)
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as.NotEqual(devices1, devices2, "expected containers to get different devices")
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}
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func TestMultiPodGPUAllocation(t *testing.T) {
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podLister := &testActivePodsLister{}
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testGpuManager := &nvidiaGPUManager{
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activePodsLister: podLister,
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allGPUs: sets.NewString("/dev/nvidia0", "/dev/nvidia1"),
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allocated: newPodGPUs(),
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}
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// Expect that no devices are in use.
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gpusInUse, err := testGpuManager.gpusInUse()
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as := assert.New(t)
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as.Nil(err)
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as.Equal(len(gpusInUse.devices()), 0)
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// Allocated GPUs for a pod with two containers.
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podA := makeTestPod(1)
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// Allocate for the first container.
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devicesA, err := testGpuManager.AllocateGPU(podA, &podA.Spec.Containers[0])
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as.Nil(err)
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as.Equal(len(devicesA), 1)
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podLister.activePods = append(podLister.activePods, podA)
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// further allocations should fail.
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podB := makeTestPod(1)
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// Allocate for the first container.
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devicesB, err := testGpuManager.AllocateGPU(podB, &podB.Spec.Containers[0])
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as.Nil(err)
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as.Equal(len(devicesB), 1)
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as.NotEqual(devicesA, devicesB, "expected pods to get different devices")
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}
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v1.ResourcePods: *resource.NewQuantity(0, resource.DecimalSI),
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},
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Allocatable: v1.ResourceList{
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v1.ResourceCPU: *resource.NewMilliQuantity(2800, resource.DecimalSI),
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v1.ResourceMemory: *resource.NewQuantity(19900E6, resource.BinarySI),
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v1.ResourcePods: *resource.NewQuantity(0, resource.DecimalSI),
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v1.ResourceNvidiaGPU: *resource.NewQuantity(0, resource.DecimalSI),
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v1.ResourceCPU: *resource.NewMilliQuantity(2800, resource.DecimalSI),
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v1.ResourceMemory: *resource.NewQuantity(19900E6, resource.BinarySI),
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v1.ResourcePods: *resource.NewQuantity(0, resource.DecimalSI),
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},
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},
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}
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