From 09617a614df426a7b479030045ed0344d6390080 Mon Sep 17 00:00:00 2001 From: limengxuan <391013634@qq.com> Date: Tue, 17 Dec 2024 17:48:56 +0800 Subject: [PATCH 1/7] update design docs for dynamic-volcano Signed-off-by: limengxuan <391013634@qq.com> --- docs/design/dynamic-mig.md | 158 ++++++++++++++++++ .../images/volcano-dynamic-mig-procedure.png | Bin 0 -> 587575 bytes .../images/volcano-dynamic-mig-structure.png | Bin 0 -> 131705 bytes 3 files changed, 158 insertions(+) create mode 100644 docs/design/dynamic-mig.md create mode 100644 docs/design/images/volcano-dynamic-mig-procedure.png create mode 100644 docs/design/images/volcano-dynamic-mig-structure.png diff --git a/docs/design/dynamic-mig.md b/docs/design/dynamic-mig.md new file mode 100644 index 0000000000..fd97cd76dd --- /dev/null +++ b/docs/design/dynamic-mig.md @@ -0,0 +1,158 @@ +# NVIDIA GPU MPS and MIG dynamic slice plugin + +## Special Thanks + +This feature will not be implemented without the help of @sailorvii. + +## Introduction + +The NVIDIA GPU build-in sharing method includes: time-slice, MPS and MIG. The context switch for time slice sharing would waste some time, so we chose the MPS and MIG. The GPU MIG profile is variable, the user could acquire the MIG device in the profile definition, but current implementation only defines the dedicated profile before the user requirement. That limits the usage of MIG. We want to develop an automatic slice plugin and create the slice when the user require it. +For the scheduling method, node-level binpack and spread will be supported. Referring to the binpack plugin, we consider the CPU, Mem, GPU memory and other user-defined resource. +Volcano already have a [vgpu feature](https://github.com/Project-HAMi/volcano-vgpu-device-plugin) for NVIDIA devices after v1.9, it is done by using [hami-core](https://github.com/Project-HAMi/HAMi-core), which is a cuda-hacking library. But mig is also widely used across the world. A unified API for dynamic-mig and volcano-vgpu is needed. + +## Targets + +- CPU, Mem, and GPU combined schedule +- GPU dynamic slice: Hami-core and MIG +- Support node-level binpack and spread by GPU memory, CPU and Mem +- A unified vGPU Pool different virtualization technics +- Tasks can choose to use MIG, use HAMi-core, or use both. + +### Config maps +- volcano-device-configMap +This configmap defines the plugin configurations including resourceName, and MIG geometries, and node-level configurations. + +```yaml +apiVersion: v1 +data: + volcano-device-share.conf: | + nvidia: + resourceCountName: volcano.sh/vgpu-number + resourceMemoryName: volcano.sh/vgpu-memory + resourceCoreName: volcano.sh/vgpu-cores + knownMigGeometries: + - models: [ "A30" ] + allowedGeometries: + - + - name: 1g.6gb + memory: 6144 + count: 4 + - + - name: 2g.12gb + memory: 12288 + count: 2 + - + - name: 4g.24gb + memory: 24576 + count: 1 + - models: [ "A100-SXM4-40GB", "A100-40GB-PCIe", "A100-PCIE-40GB", "A100-SXM4-40GB" ] + allowedGeometries: + - + - name: 1g.5gb + memory: 5120 + count: 7 + - + - name: 2g.10gb + memory: 10240 + count: 3 + - name: 1g.5gb + memory: 5120 + count: 1 + - + - name: 3g.20gb + memory: 20480 + count: 2 + - + - name: 7g.40gb + memory: 40960 + count: 1 + - models: [ "A100-SXM4-80GB", "A100-80GB-PCIe", "A100-PCIE-80GB"] + allowedGeometries: + - + - name: 1g.10gb + memory: 10240 + count: 7 + - + - name: 2g.20gb + memory: 20480 + count: 3 + - name: 1g.10gb + memory: 10240 + count: 1 + - + - name: 3g.40gb + memory: 40960 + count: 2 + - + - name: 7g.79gb + memory: 80896 + count: 1 + nodeconfig: + - name: nodeA + operatingmode: hami-core + - name: nodeB + operatingmode: mig +``` + +## Structure + + + +## Examples + +Dynamic mig is compatable with volcano-vgpu tasks, as the example below: +Just Setting `volcano.sh/vgpu-number` and `volcano.sh/vgpu-memory`. + +```yaml +apiVersion: v1 +kind: Pod +metadata: + name: gpu-pod1 +spec: + containers: + - name: ubuntu-container1 + image: ubuntu:20.04 + command: ["bash", "-c", "sleep 86400"] + resources: + limits: + volcano.sh/vgpu-number: 2 # requesting 2 vGPUs + volcano.sh/vgpu-memory: 8000 # Each vGPU contains 8000m device memory (Optional,Integer +``` + +A task can decide only to use `mig` or `hami-core` by setting `annotations.volcano.sh/vgpu-mode` to corresponding value, as the example below shows: + +```yaml +apiVersion: v1 +kind: Pod +metadata: + name: gpu-pod1 + annotations: + volcano.sh/vgpu-mode: "mig" +spec: + containers: + - name: ubuntu-container1 + image: ubuntu:20.04 + command: ["bash", "-c", "sleep 86400"] + resources: + limits: + volcano.sh/vgpu-number: 2 # requesting 2 vGPUs + volcano.sh/vgpu-memory: 8000 # Each vGPU contains 8000m device memory (Optional,Integer) +``` + +## Procedures + +The Procedure of a vGPU task which uses dynamic-mig is shown below: + + + +Note that after submited a task, deviceshare plugin will iterate over templates defined in configMap `volcano-device-share`, and find the first available template to fit. You can always change the content of that configMap, and restart vc-scheduler to customize. + +If you submit the example on an empty A100-PCIE-40GB node, then it will select a GPU and chosse MIG template below: + +```yaml + 2g.10gb : 3 + 1g.5gb : 1 +``` + +Then start the container with 2g.10gb instances * 2 + diff --git a/docs/design/images/volcano-dynamic-mig-procedure.png b/docs/design/images/volcano-dynamic-mig-procedure.png new file mode 100644 index 0000000000000000000000000000000000000000..c4870a1e036e71dac3e54b3a484d4ebf4bd5ecf8 GIT binary patch literal 587575 zcmeFacUTlz_b#d=i4qkQ6pVmKP;v$nDiRbGBr7UNMsjRHC5V6-lxP4%iIQ^$9ikvX za*)`hCN`=2tO6XFZ^q$!e)rzzx#yhzW1KF!x@w2D-}Sz0?W*OYs;odmxs!6!rcE?w zPM^52X%jWmrcI33$;sd^EnXxV@W0L07Zi?dimzrHf&&W6(^srFZIZr+{I|IwHo<1o zCXP*KPRL($&>d;F|E6;(R2IierYgj7;TQ$co|H|6=l4F^bb*ZIEpa8sNr}^PrwT~! z*A~*fy5K2t)Z_Z#>$$zQo+K(`F(Pa=Ozh`pQlRJ_fBEJyY(oj%x=}T$mFxfW1y;TyFVw?H zl0qAhOFSSVBIUMIszMG`MK+_NRMY%hXg9dTMdboLoO*np$hno~p54Qts`@~rg#`K8 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zIFv*tLj}bRDF~3`sV^(-sXpgpji}Fmph9>d6-}{~K$O67Uf?Ny8vq)6TBsZZSNr%1 z*t5Y^I0RR-^7eXjAtYVRelqAI-8ba%nXkbfK8Ki%8l^TiZQ7^g}3syknw9m@G6noV5|mLV5t_9C>vdhW!x zt#}kS^I}z<9AC@cTl#*;lg$@RZSex8g1mV+-*i^w(UDkOSfHD2G*3z!eyc+Sme&PQ zxDX*$itsx~p!eulPjGgS2_wU;{(|?BL={=t_fqlwJJeEvN26YRhyMiP7YW{=tUN6; zWq6YSakPf@#JQH!$b}l!P)%@S=3I9IMuMHCIhaem}TC)$d z_Yi4tJrn+*zC`ad;Om%+p&yF5C+9DfL@vZQ^ThZ!S{LD%40U2?%Tq!(Z>HxEjnH7F zq^+0?b>g3ZH2g`A5fFg-QA^vB_`&8n17Kt3NBC~ zqDZ#`cO^hps<+d>#P?H~&SCt=`(g!01Z zUKrgAAt)gPC4``aI4OdA3vp5*m=8Yk{|}hIsPq|m&Kwcvo!iXz{Aa-a1`4jK|8=GS zFrP!rTkyhFGCdD1t%N7b_mOs=dmt;w102z?ZUGi`w1I0d}J>XL3IPcE4sTsTL9As&&`A~ zjg$h->~CDX3?o67A*OoS=hNK}-|d$Grkegde%=ImNG1)x*MPP|kT{t6J^xvd3h Date: Fri, 3 Jan 2025 10:36:01 +0800 Subject: [PATCH 2/7] add a unified configmap to vc-scheduler to manage device-share devices Signed-off-by: limengxuan <391013634@qq.com> --- go.mod | 1 + go.sum | 3 + pkg/scheduler/api/devices/config/config.go | 89 ++++++++++++++ .../api/devices/config/config_test.go | 114 ++++++++++++++++++ pkg/scheduler/api/devices/config/vgpu.go | 61 ++++++++++ .../api/devices/nvidia/vgpu/device_info.go | 7 ++ pkg/scheduler/api/devices/nvidia/vgpu/type.go | 8 +- .../api/devices/nvidia/vgpu/utils.go | 60 +++------ pkg/scheduler/api/devices/util.go | 44 +++++++ .../plugins/deviceshare/deviceshare.go | 11 ++ 10 files changed, 350 insertions(+), 48 deletions(-) create mode 100644 pkg/scheduler/api/devices/config/config.go create mode 100644 pkg/scheduler/api/devices/config/config_test.go create mode 100644 pkg/scheduler/api/devices/config/vgpu.go diff --git a/go.mod b/go.mod index c19805b965..e864452bab 100644 --- a/go.mod +++ b/go.mod @@ -39,6 +39,7 @@ require ( k8s.io/component-base v0.31.3 k8s.io/component-helpers v0.31.3 k8s.io/csi-translation-lib v0.31.3 + k8s.io/klog v1.0.0 k8s.io/klog/v2 v2.130.1 k8s.io/kubernetes v1.31.3 k8s.io/metrics v0.0.0 diff --git a/go.sum b/go.sum index d0164824c2..24a460781b 100644 --- a/go.sum +++ b/go.sum @@ -68,6 +68,7 @@ github.com/fsnotify/fsnotify v1.7.0 h1:8JEhPFa5W2WU7YfeZzPNqzMP6Lwt7L2715Ggo0nos github.com/fsnotify/fsnotify v1.7.0/go.mod h1:40Bi/Hjc2AVfZrqy+aj+yEI+/bRxZnMJyTJwOpGvigM= github.com/fxamacker/cbor/v2 v2.7.0 h1:iM5WgngdRBanHcxugY4JySA0nk1wZorNOpTgCMedv5E= github.com/fxamacker/cbor/v2 v2.7.0/go.mod h1:pxXPTn3joSm21Gbwsv0w9OSA2y1HFR9qXEeXQVeNoDQ= +github.com/go-logr/logr v0.1.0/go.mod h1:ixOQHD9gLJUVQQ2ZOR7zLEifBX6tGkNJF4QyIY7sIas= github.com/go-logr/logr v1.2.2/go.mod h1:jdQByPbusPIv2/zmleS9BjJVeZ6kBagPoEUsqbVz/1A= github.com/go-logr/logr v1.4.2 h1:6pFjapn8bFcIbiKo3XT4j/BhANplGihG6tvd+8rYgrY= github.com/go-logr/logr v1.4.2/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY= @@ -480,6 +481,8 @@ k8s.io/csi-translation-lib v0.31.3 h1:hxcPRNdtEsk766jCXSKjgH1V8jUNx5tVqdooQ1Ars/ k8s.io/csi-translation-lib v0.31.3/go.mod h1:0B1gQwd868XUIDwJYy5gB2jDXWEwlcWvSsfcQEgzbRk= k8s.io/gengo/v2 v2.0.0-20240228010128-51d4e06bde70 h1:NGrVE502P0s0/1hudf8zjgwki1X/TByhmAoILTarmzo= k8s.io/gengo/v2 v2.0.0-20240228010128-51d4e06bde70/go.mod h1:VH3AT8AaQOqiGjMF9p0/IM1Dj+82ZwjfxUP1IxaHE+8= +k8s.io/klog v1.0.0 h1:Pt+yjF5aB1xDSVbau4VsWe+dQNzA0qv1LlXdC2dF6Q8= +k8s.io/klog v1.0.0/go.mod h1:4Bi6QPql/J/LkTDqv7R/cd3hPo4k2DG6Ptcz060Ez5I= k8s.io/klog/v2 v2.130.1 h1:n9Xl7H1Xvksem4KFG4PYbdQCQxqc/tTUyrgXaOhHSzk= k8s.io/klog/v2 v2.130.1/go.mod h1:3Jpz1GvMt720eyJH1ckRHK1EDfpxISzJ7I9OYgaDtPE= k8s.io/kms v0.31.3 h1:XCFmiJn5CCKs8xoOLpCmu42Ubm/KW85wNHybGFcSAYc= diff --git a/pkg/scheduler/api/devices/config/config.go b/pkg/scheduler/api/devices/config/config.go new file mode 100644 index 0000000000..61ccbc34c8 --- /dev/null +++ b/pkg/scheduler/api/devices/config/config.go @@ -0,0 +1,89 @@ +/* +Copyright 2025 The Volcano 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 config + +import ( + "context" + "errors" + "sync" + + "gopkg.in/yaml.v2" + metav1 "k8s.io/apimachinery/pkg/apis/meta/v1" + "k8s.io/klog/v2" + + "volcano.sh/volcano/pkg/scheduler/api/devices" +) + +type Config struct { + NvidiaConfig NvidiaConfig `yaml:"nvidia"` +} + +var ( + configs *Config + once sync.Once +) + +func GetConfig() *Config { + return configs +} + +func LoadConfigFromCM(cmName string) (*Config, error) { + cm, err := devices.GetClient().CoreV1().ConfigMaps("kube-system").Get(context.Background(), cmName, metav1.GetOptions{}) + if err != nil { + cm, err = devices.GetClient().CoreV1().ConfigMaps("volcano-system").Get(context.Background(), cmName, metav1.GetOptions{}) + if err != nil { + return nil, err + } + } + data, ok := cm.Data["device-config.yaml"] + if !ok { + return nil, errors.New("data-config.yaml not found") + } + var yamlData Config + err = yaml.Unmarshal([]byte(data), &yamlData) + if err != nil { + return nil, err + } + return &yamlData, nil +} + +func InitDevicesConfig(cmName string) { + once.Do(func() { + var err error + if len(cmName) == 0 { + cmName = "volcano-vgpu-device-config" + } + configs, err = LoadConfigFromCM(cmName) + if err != nil { + configs = &Config{ + NvidiaConfig: NvidiaConfig{ + ResourceCountName: "volcano.sh/vgpu-number", + ResourceCoreName: "volcano.sh/vgpu-cores", + ResourceMemoryName: "volcano.sh/vgpu-memory", + DefaultMemory: 0, + DefaultCores: 0, + DefaultGPUNum: 1, + DeviceSplitCount: 10, + DeviceMemoryScaling: 1, + DeviceCoreScaling: 1, + DisableCoreLimit: false, + }, + } + } + klog.V(3).InfoS("Initializing volcano vgpu config", "device-configs", configs) + }) +} diff --git a/pkg/scheduler/api/devices/config/config_test.go b/pkg/scheduler/api/devices/config/config_test.go new file mode 100644 index 0000000000..358d9775e0 --- /dev/null +++ b/pkg/scheduler/api/devices/config/config_test.go @@ -0,0 +1,114 @@ +/* +Copyright 2025 The Volcano 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 config + +import ( + "testing" + + "github.com/stretchr/testify/assert" + "gopkg.in/yaml.v2" +) + +func TestParseDeviceConfig(t *testing.T) { + testCases := []struct { + name string + deviceConfigStr string + }{ + { + name: "construct config from file string", + deviceConfigStr: `nvidia: + resourceCountName: volcano.sh/vgpu-number + resourceMemoryName: volcano.sh/vgpu-memory + resourceMemoryPercentageName: volcano.sh/vgpu-memory-percentage + resourceCoreName: volcano.sh/vgpu-cores + overwriteEnv: false + defaultMemory: 0 + defaultCores: 0 + defaultGPUNum: 1 + deviceSplitCount: 10 + deviceMemoryScaling: 1 + deviceCoreScaling: 1 + knownMigGeometries: + - models: [ "A30" ] + allowedGeometries: + - + - name: 1g.6gb + memory: 6144 + count: 4 + - + - name: 2g.12gb + memory: 12288 + count: 2 + - + - name: 4g.24gb + memory: 24576 + count: 1 + - models: [ "A100-SXM4-40GB", "A100-40GB-PCIe", "A100-PCIE-40GB", "A100-SXM4-40GB" ] + allowedGeometries: + - + - name: 1g.5gb + memory: 5120 + count: 7 + - + - name: 2g.10gb + memory: 10240 + count: 3 + - name: 1g.5gb + memory: 5120 + count: 1 + - + - name: 3g.20gb + memory: 20480 + count: 2 + - + - name: 7g.40gb + memory: 40960 + count: 1 + - models: [ "A100-SXM4-80GB", "A100-80GB-PCIe", "A100-PCIE-80GB"] + allowedGeometries: + - + - name: 1g.10gb + memory: 10240 + count: 7 + - + - name: 2g.20gb + memory: 20480 + count: 3 + - name: 1g.10gb + memory: 10240 + count: 1 + - + - name: 3g.40gb + memory: 40960 + count: 2 + - + - name: 7g.79gb + memory: 80896 + count: 1`, + }, + } + + for _, tc := range testCases { + t.Run(tc.name, func(t *testing.T) { + var yamlData Config + err := yaml.Unmarshal([]byte(tc.deviceConfigStr), &yamlData) + assert.Nil(t, err) + assert.Equal(t, len(yamlData.NvidiaConfig.MigGeometriesList), 3) + assert.Equal(t, yamlData.NvidiaConfig.MigGeometriesList[2].Geometries[1][1].Count, int32(1)) + }) + } +} diff --git a/pkg/scheduler/api/devices/config/vgpu.go b/pkg/scheduler/api/devices/config/vgpu.go new file mode 100644 index 0000000000..e87b37c0d5 --- /dev/null +++ b/pkg/scheduler/api/devices/config/vgpu.go @@ -0,0 +1,61 @@ +/* +Copyright 2025 The Volcano 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 config + +type MigTemplate struct { + Name string `yaml:"name"` + Memory int32 `yaml:"memory"` + Count int32 `yaml:"count"` +} + +type MigTemplateUsage struct { + Name string `json:"name,omitempty"` + Memory int32 `json:"memory,omitempty"` + InUse bool `json:"inuse,omitempty"` +} + +type Geometry []MigTemplate + +type MIGS []MigTemplateUsage + +type MigInUse struct { + Index int32 + UsageList MIGS +} + +type AllowedMigGeometries struct { + Models []string `yaml:"models"` + Geometries []Geometry `yaml:"allowedGeometries"` +} + +type NvidiaConfig struct { + ResourceCountName string `yaml:"resourceCountName"` + ResourceMemoryName string `yaml:"resourceMemoryName"` + ResourceCoreName string `yaml:"resourceCoreName"` + ResourceMemoryPercentageName string `yaml:"resourceMemoryPercentageName"` + ResourcePriority string `yaml:"resourcePriorityName"` + OverwriteEnv bool `yaml:"overwriteEnv"` + DefaultMemory int32 `yaml:"defaultMemory"` + DefaultCores int32 `yaml:"defaultCores"` + DefaultGPUNum int32 `yaml:"defaultGPUNum"` + DeviceSplitCount uint `yaml:"deviceSplitCount"` + DeviceMemoryScaling float64 `yaml:"deviceMemoryScaling"` + DeviceCoreScaling float64 `yaml:"deviceCoreScaling"` + DisableCoreLimit bool `yaml:"disableCoreLimit"` + MigGeometriesList []AllowedMigGeometries `yaml:"knownMigGeometries"` + GPUMemoryFactor uint `yaml:"gpuMemoryFactor"` +} diff --git a/pkg/scheduler/api/devices/nvidia/vgpu/device_info.go b/pkg/scheduler/api/devices/nvidia/vgpu/device_info.go index d5be725c2c..0ade2c6ad6 100644 --- a/pkg/scheduler/api/devices/nvidia/vgpu/device_info.go +++ b/pkg/scheduler/api/devices/nvidia/vgpu/device_info.go @@ -28,6 +28,7 @@ import ( "k8s.io/klog/v2" "volcano.sh/volcano/pkg/scheduler/api/devices" + deviceconfig "volcano.sh/volcano/pkg/scheduler/api/devices/config" "volcano.sh/volcano/pkg/scheduler/plugins/util/nodelock" ) @@ -60,6 +61,12 @@ type GPUDevice struct { UsedMem uint // number of core used UsedCore uint + // working node of this GPU + Mode string + // MigTemplate for this GPU + MigTemplate []deviceconfig.Geometry + /// MigUsage for this GPU + MigUsage deviceconfig.MigInUse } type GPUDevices struct { diff --git a/pkg/scheduler/api/devices/nvidia/vgpu/type.go b/pkg/scheduler/api/devices/nvidia/vgpu/type.go index 020ee2196c..991398e48c 100644 --- a/pkg/scheduler/api/devices/nvidia/vgpu/type.go +++ b/pkg/scheduler/api/devices/nvidia/vgpu/type.go @@ -16,9 +16,6 @@ limitations under the License. package vgpu -var VGPUEnable bool -var NodeLockEnable bool - const ( GPUInUse = "nvidia.com/use-gputype" GPUNoUse = "nvidia.com/nouse-gputype" @@ -66,6 +63,11 @@ const ( spreadMultiplier = 100 ) +var ( + VGPUEnable bool + NodeLockEnable bool +) + type ContainerDeviceRequest struct { Nums int32 Type string diff --git a/pkg/scheduler/api/devices/nvidia/vgpu/utils.go b/pkg/scheduler/api/devices/nvidia/vgpu/utils.go index 8809a6ac35..2097c27231 100644 --- a/pkg/scheduler/api/devices/nvidia/vgpu/utils.go +++ b/pkg/scheduler/api/devices/nvidia/vgpu/utils.go @@ -20,50 +20,17 @@ import ( "context" "encoding/json" "fmt" - "os" - "path/filepath" "strconv" "strings" v1 "k8s.io/api/core/v1" metav1 "k8s.io/apimachinery/pkg/apis/meta/v1" k8stypes "k8s.io/apimachinery/pkg/types" - "k8s.io/client-go/kubernetes" - "k8s.io/client-go/rest" - "k8s.io/client-go/tools/clientcmd" "k8s.io/klog/v2" + "volcano.sh/volcano/pkg/scheduler/api/devices" + "volcano.sh/volcano/pkg/scheduler/api/devices/config" ) -var kubeClient kubernetes.Interface - -func init() { - var err error - kubeClient, err = NewClient() - if err != nil { - klog.Errorf("init kubeclient in hamivgpu failed: %s", err.Error()) - } else { - klog.V(3).Infoln("init kubeclient success") - } -} - -// NewClient connects to an API server -func NewClient() (kubernetes.Interface, error) { - kubeConfig := os.Getenv("KUBECONFIG") - if kubeConfig == "" { - kubeConfig = filepath.Join(os.Getenv("HOME"), ".kube", "config") - } - config, err := rest.InClusterConfig() - if err != nil { - config, err = clientcmd.BuildConfigFromFlags("", kubeConfig) - if err != nil { - return nil, err - } - } - client, err := kubernetes.NewForConfig(config) - kubeClient = client - return client, err -} - func patchNodeAnnotations(node *v1.Node, annotations map[string]string) error { type patchMetadata struct { Annotations map[string]string `json:"annotations,omitempty"` @@ -80,7 +47,7 @@ func patchNodeAnnotations(node *v1.Node, annotations map[string]string) error { if err != nil { return err } - _, err = kubeClient.CoreV1().Nodes(). + _, err = devices.GetClient().CoreV1().Nodes(). Patch(context.Background(), node.Name, k8stypes.StrategicMergePatchType, bytes, metav1.PatchOptions{}) if err != nil { klog.Errorf("patch pod %v failed, %v", node.Name, err) @@ -105,14 +72,17 @@ func decodeNodeDevices(name string, str string) *GPUDevices { devmem, _ := strconv.Atoi(items[2]) health, _ := strconv.ParseBool(items[4]) i := GPUDevice{ - ID: index, - Node: name, - UUID: items[0], - Number: uint(count), - Memory: uint(devmem), - Type: items[3], - PodMap: make(map[string]*GPUUsage), - Health: health, + ID: index, + Node: name, + UUID: items[0], + Number: uint(count), + Memory: uint(devmem), + Type: items[3], + PodMap: make(map[string]*GPUUsage), + Health: health, + Mode: "hami-core", + MigTemplate: []config.Geometry{}, + MigUsage: config.MigInUse{}, } retval.Device[index] = &i } @@ -437,7 +407,7 @@ func patchPodAnnotations(pod *v1.Pod, annotations map[string]string) error { if err != nil { return err } - _, err = kubeClient.CoreV1().Pods(pod.Namespace). + _, err = devices.GetClient().CoreV1().Pods(pod.Namespace). Patch(context.Background(), pod.Name, k8stypes.StrategicMergePatchType, bytes, metav1.PatchOptions{}) if err != nil { klog.Errorf("patch pod %v failed, %v", pod.Name, err) diff --git a/pkg/scheduler/api/devices/util.go b/pkg/scheduler/api/devices/util.go index 783d7bb202..3804d910f0 100644 --- a/pkg/scheduler/api/devices/util.go +++ b/pkg/scheduler/api/devices/util.go @@ -14,6 +14,16 @@ limitations under the License. package devices +import ( + "os" + "path/filepath" + + "k8s.io/client-go/kubernetes" + "k8s.io/client-go/rest" + "k8s.io/client-go/tools/clientcmd" + "k8s.io/klog" +) + // These are predefined codes used in a Status. const ( // Success means that plugin ran correctly and found pod schedulable. @@ -36,3 +46,37 @@ const ( // Skip is used when a Bind plugin chooses to skip binding. Skip ) + +var kubeClient kubernetes.Interface + +func init() { + var err error + kubeClient, err = NewClient() + if err != nil { + klog.Errorf("init kubeclient in hamivgpu failed: %s", err.Error()) + } else { + klog.V(3).Infoln("init kubeclient success") + } +} + +func GetClient() kubernetes.Interface { + return kubeClient +} + +// NewClient connects to an API server +func NewClient() (kubernetes.Interface, error) { + kubeConfig := os.Getenv("KUBECONFIG") + if kubeConfig == "" { + kubeConfig = filepath.Join(os.Getenv("HOME"), ".kube", "config") + } + config, err := rest.InClusterConfig() + if err != nil { + config, err = clientcmd.BuildConfigFromFlags("", kubeConfig) + if err != nil { + return nil, err + } + } + client, err := kubernetes.NewForConfig(config) + kubeClient = client + return client, err +} diff --git a/pkg/scheduler/plugins/deviceshare/deviceshare.go b/pkg/scheduler/plugins/deviceshare/deviceshare.go index b372aa63e1..1e16047562 100644 --- a/pkg/scheduler/plugins/deviceshare/deviceshare.go +++ b/pkg/scheduler/plugins/deviceshare/deviceshare.go @@ -27,6 +27,7 @@ import ( "volcano.sh/volcano/pkg/scheduler/api" "volcano.sh/volcano/pkg/scheduler/api/devices" + deviceconfig "volcano.sh/volcano/pkg/scheduler/api/devices/config" "volcano.sh/volcano/pkg/scheduler/api/devices/nvidia/gpushare" "volcano.sh/volcano/pkg/scheduler/api/devices/nvidia/vgpu" "volcano.sh/volcano/pkg/scheduler/framework" @@ -44,6 +45,8 @@ const ( SchedulePolicyArgument = "deviceshare.SchedulePolicy" ScheduleWeight = "deviceshare.ScheduleWeight" + + deviceConfigMapName = "deviceshare.configMapName" ) type deviceSharePlugin struct { @@ -80,6 +83,14 @@ func enablePredicate(dsp *deviceSharePlugin) { if ok { dsp.schedulePolicy = args[SchedulePolicyArgument].(string) } + + _, ok = args[deviceConfigMapName] + if ok { + deviceconfig.InitDevicesConfig(args[deviceConfigMapName].(string)) + } else { + deviceconfig.InitDevicesConfig("") + } + args.GetInt(&dsp.scheduleWeight, ScheduleWeight) if gpushare.GpuSharingEnable && gpushare.GpuNumberEnable { From 02b3d131466f39f433e58d23e3f5301b12f49cab Mon Sep 17 00:00:00 2001 From: limengxuan <391013634@qq.com> Date: Fri, 3 Jan 2025 11:45:11 +0800 Subject: [PATCH 3/7] update imports Signed-off-by: limengxuan <391013634@qq.com> --- go.mod | 1 - go.sum | 3 --- pkg/scheduler/api/devices/nvidia/vgpu/utils.go | 1 + pkg/scheduler/api/devices/util.go | 2 +- 4 files changed, 2 insertions(+), 5 deletions(-) diff --git a/go.mod b/go.mod index e864452bab..c19805b965 100644 --- a/go.mod +++ b/go.mod @@ -39,7 +39,6 @@ require ( k8s.io/component-base v0.31.3 k8s.io/component-helpers v0.31.3 k8s.io/csi-translation-lib v0.31.3 - k8s.io/klog v1.0.0 k8s.io/klog/v2 v2.130.1 k8s.io/kubernetes v1.31.3 k8s.io/metrics v0.0.0 diff --git a/go.sum b/go.sum index 24a460781b..d0164824c2 100644 --- a/go.sum +++ b/go.sum @@ -68,7 +68,6 @@ github.com/fsnotify/fsnotify v1.7.0 h1:8JEhPFa5W2WU7YfeZzPNqzMP6Lwt7L2715Ggo0nos github.com/fsnotify/fsnotify v1.7.0/go.mod h1:40Bi/Hjc2AVfZrqy+aj+yEI+/bRxZnMJyTJwOpGvigM= github.com/fxamacker/cbor/v2 v2.7.0 h1:iM5WgngdRBanHcxugY4JySA0nk1wZorNOpTgCMedv5E= github.com/fxamacker/cbor/v2 v2.7.0/go.mod h1:pxXPTn3joSm21Gbwsv0w9OSA2y1HFR9qXEeXQVeNoDQ= -github.com/go-logr/logr v0.1.0/go.mod h1:ixOQHD9gLJUVQQ2ZOR7zLEifBX6tGkNJF4QyIY7sIas= github.com/go-logr/logr v1.2.2/go.mod h1:jdQByPbusPIv2/zmleS9BjJVeZ6kBagPoEUsqbVz/1A= github.com/go-logr/logr v1.4.2 h1:6pFjapn8bFcIbiKo3XT4j/BhANplGihG6tvd+8rYgrY= github.com/go-logr/logr v1.4.2/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY= @@ -481,8 +480,6 @@ k8s.io/csi-translation-lib v0.31.3 h1:hxcPRNdtEsk766jCXSKjgH1V8jUNx5tVqdooQ1Ars/ k8s.io/csi-translation-lib v0.31.3/go.mod h1:0B1gQwd868XUIDwJYy5gB2jDXWEwlcWvSsfcQEgzbRk= k8s.io/gengo/v2 v2.0.0-20240228010128-51d4e06bde70 h1:NGrVE502P0s0/1hudf8zjgwki1X/TByhmAoILTarmzo= k8s.io/gengo/v2 v2.0.0-20240228010128-51d4e06bde70/go.mod h1:VH3AT8AaQOqiGjMF9p0/IM1Dj+82ZwjfxUP1IxaHE+8= -k8s.io/klog v1.0.0 h1:Pt+yjF5aB1xDSVbau4VsWe+dQNzA0qv1LlXdC2dF6Q8= -k8s.io/klog v1.0.0/go.mod h1:4Bi6QPql/J/LkTDqv7R/cd3hPo4k2DG6Ptcz060Ez5I= k8s.io/klog/v2 v2.130.1 h1:n9Xl7H1Xvksem4KFG4PYbdQCQxqc/tTUyrgXaOhHSzk= k8s.io/klog/v2 v2.130.1/go.mod h1:3Jpz1GvMt720eyJH1ckRHK1EDfpxISzJ7I9OYgaDtPE= k8s.io/kms v0.31.3 h1:XCFmiJn5CCKs8xoOLpCmu42Ubm/KW85wNHybGFcSAYc= diff --git a/pkg/scheduler/api/devices/nvidia/vgpu/utils.go b/pkg/scheduler/api/devices/nvidia/vgpu/utils.go index 2097c27231..ded87ef9bc 100644 --- a/pkg/scheduler/api/devices/nvidia/vgpu/utils.go +++ b/pkg/scheduler/api/devices/nvidia/vgpu/utils.go @@ -27,6 +27,7 @@ import ( metav1 "k8s.io/apimachinery/pkg/apis/meta/v1" k8stypes "k8s.io/apimachinery/pkg/types" "k8s.io/klog/v2" + "volcano.sh/volcano/pkg/scheduler/api/devices" "volcano.sh/volcano/pkg/scheduler/api/devices/config" ) diff --git a/pkg/scheduler/api/devices/util.go b/pkg/scheduler/api/devices/util.go index 3804d910f0..e5a2e33456 100644 --- a/pkg/scheduler/api/devices/util.go +++ b/pkg/scheduler/api/devices/util.go @@ -21,7 +21,7 @@ import ( "k8s.io/client-go/kubernetes" "k8s.io/client-go/rest" "k8s.io/client-go/tools/clientcmd" - "k8s.io/klog" + "k8s.io/klog/v2" ) // These are predefined codes used in a Status. From 3e0ac7037b7f94c172129de4c17ad51a109e2765 Mon Sep 17 00:00:00 2001 From: limengxuan <391013634@qq.com> Date: Tue, 17 Dec 2024 17:48:56 +0800 Subject: [PATCH 4/7] update design docs for dynamic-volcano Signed-off-by: limengxuan <391013634@qq.com> --- docs/design/dynamic-mig.md | 171 ++++++++++++++++++ docs/design/images/dynamic-mig-example.png | Bin 0 -> 306082 bytes .../images/volcano-dynamic-mig-procedure.png | Bin 0 -> 587575 bytes .../images/volcano-dynamic-mig-structure.png | Bin 0 -> 131705 bytes 4 files changed, 171 insertions(+) create mode 100644 docs/design/dynamic-mig.md create mode 100644 docs/design/images/dynamic-mig-example.png create mode 100644 docs/design/images/volcano-dynamic-mig-procedure.png create mode 100644 docs/design/images/volcano-dynamic-mig-structure.png diff --git a/docs/design/dynamic-mig.md b/docs/design/dynamic-mig.md new file mode 100644 index 0000000000..0a63a1286d --- /dev/null +++ b/docs/design/dynamic-mig.md @@ -0,0 +1,171 @@ +# NVIDIA GPU MPS and MIG dynamic slice plugin + +## Special Thanks + +This feature will not be implemented without the help of @sailorvii. + +## Introduction + +The NVIDIA GPU build-in sharing method includes: time-slice, MPS and MIG. The context switch for time slice sharing would waste some time, so we chose the MPS and MIG. The GPU MIG profile is variable, the user could acquire the MIG device in the profile definition, but current implementation only defines the dedicated profile before the user requirement. That limits the usage of MIG. We want to develop an automatic slice plugin and create the slice when the user require it. +For the scheduling method, node-level binpack and spread will be supported. Referring to the binpack plugin, we consider the CPU, Mem, GPU memory and other user-defined resource. +Volcano already have a [vgpu feature](https://github.com/Project-HAMi/volcano-vgpu-device-plugin) for NVIDIA devices after v1.9, it is done by using [hami-core](https://github.com/Project-HAMi/HAMi-core), which is a cuda-hacking library. But mig is also widely used across the world. A unified API for dynamic-mig and volcano-vgpu is needed. + +## Targets + +- CPU, Mem, and GPU combined schedule +- GPU dynamic slice: Hami-core and MIG +- Support node-level binpack and spread by GPU memory, CPU and Mem +- A unified vGPU Pool different virtualization technics +- Tasks can choose to use MIG, use HAMi-core, or use both. + +### Config maps +- volcano-device-configMap +This configmap defines the plugin configurations including resourceName, and MIG geometries, and node-level configurations. + +```yaml +apiVersion: v1 +data: + volcano-device-share.conf: | + nvidia: + resourceCountName: volcano.sh/vgpu-number + resourceMemoryName: volcano.sh/vgpu-memory + resourceCoreName: volcano.sh/vgpu-cores + knownMigGeometries: + - models: [ "A30" ] + allowedGeometries: + - group: group1 + geometries: + - name: 1g.6gb + memory: 6144 + count: 4 + - group: group2 + geometries: + - name: 2g.12gb + memory: 12288 + count: 2 + - group: group3 + geometries: + - name: 4g.24gb + memory: 24576 + count: 1 + - models: [ "A100-SXM4-40GB", "A100-40GB-PCIe", "A100-PCIE-40GB", "A100-SXM4-40GB" ] + allowedGeometries: + - group: group1 + geometries: + - name: 1g.5gb + memory: 5120 + count: 7 + - group: group2 + geometries: + - name: 2g.10gb + memory: 10240 + count: 3 + - name: 1g.5gb + memory: 5120 + count: 1 + - group: group3 + geometries: + - name: 3g.20gb + memory: 20480 + count: 2 + - group: group4 + geometries: + - name: 7g.40gb + memory: 40960 + count: 1 + - models: [ "A100-SXM4-80GB", "A100-80GB-PCIe", "A100-PCIE-80GB"] + allowedGeometries: + - group: group1 + geometries: + - name: 1g.10gb + memory: 10240 + count: 7 + - group: group2 + geometries: + - name: 2g.20gb + memory: 20480 + count: 3 + - name: 1g.10gb + memory: 10240 + count: 1 + - group: group3 + geometries: + - name: 3g.40gb + memory: 40960 + count: 2 + - group: group4 + geometries: + - name: 7g.79gb + memory: 80896 + count: 1 +``` + +## Structure + + + +## Examples + +Dynamic mig is compatable with volcano-vgpu tasks, as the example below: +Just Setting `volcano.sh/vgpu-number` and `volcano.sh/vgpu-memory`. + +```yaml +apiVersion: v1 +kind: Pod +metadata: + name: gpu-pod1 +spec: + containers: + - name: ubuntu-container1 + image: ubuntu:20.04 + command: ["bash", "-c", "sleep 86400"] + resources: + limits: + volcano.sh/vgpu-number: 2 # requesting 2 vGPUs + volcano.sh/vgpu-memory: 8000 # Each vGPU contains 8000m device memory (Optional,Integer +``` + +A task can decide only to use `mig` or `hami-core` by setting `annotations.volcano.sh/vgpu-mode` to corresponding value, as the example below shows: + +```yaml +apiVersion: v1 +kind: Pod +metadata: + name: gpu-pod1 + annotations: + volcano.sh/vgpu-mode: "mig" +spec: + containers: + - name: ubuntu-container1 + image: ubuntu:20.04 + command: ["bash", "-c", "sleep 86400"] + resources: + limits: + volcano.sh/vgpu-number: 2 # requesting 2 vGPUs + volcano.sh/vgpu-memory: 8000 # Each vGPU contains 8000m device memory (Optional,Integer) +``` + +## Procedures + +The Procedure of a vGPU task which uses dynamic-mig is shown below: + + + +Note that after submited a task, deviceshare plugin will iterate over templates defined in configMap `volcano-device-share`, and find the first available template to fit. You can always change the content of that configMap, and restart vc-scheduler to customize. + +If you submit the example above(a pod requests 2 * 8G GPUs) to a cluster, which has an empty A100-PCIE-40GB node, then it will follow the procedure below: + + + +As the figure shows, after the procedure, it will adopt geometry 'group2' to that GPU with the definiation below: + +```yaml +group2: + 2g.10gb : 3 + 1g.5gb : 1 +``` + +There are four mig instances in total, vc-scheduler will return 2 '2g.10gb' instances to the task, and add the remaining instances (1 '2g.10gb' + 1 '1g.5gb' ) to the available empty mig instances, for future usage. + +In the end, start the container with 2g.10gb instances * 2 + diff --git a/docs/design/images/dynamic-mig-example.png b/docs/design/images/dynamic-mig-example.png new file mode 100644 index 0000000000000000000000000000000000000000..4305885b0f5ab55dbe4af33b2f0bece45532acab GIT binary patch literal 306082 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zIFv*tLj}bRDF~3`sV^(-sXpgpji}Fmph9>d6-}{~K$O67Uf?Ny8vq)6TBsZZSNr%1 z*t5Y^I0RR-^7eXjAtYVRelqAI-8ba%nXkbfK8Ki%8l^TiZQ7^g}3syknw9m@G6noV5|mLV5t_9C>vdhW!x zt#}kS^I}z<9AC@cTl#*;lg$@RZSex8g1mV+-*i^w(UDkOSfHD2G*3z!eyc+Sme&PQ zxDX*$itsx~p!eulPjGgS2_wU;{(|?BL={=t_fqlwJJeEvN26YRhyMiP7YW{=tUN6; zWq6YSakPf@#JQH!$b}l!P)%@S=3I9IMuMHCIhaem}TC)$d z_Yi4tJrn+*zC`ad;Om%+p&yF5C+9DfL@vZQ^ThZ!S{LD%40U2?%Tq!(Z>HxEjnH7F zq^+0?b>g3ZH2g`A5fFg-QA^vB_`&8n17Kt3NBC~ zqDZ#`cO^hps<+d>#P?H~&SCt=`(g!01Z zUKrgAAt)gPC4``aI4OdA3vp5*m=8Yk{|}hIsPq|m&Kwcvo!iXz{Aa-a1`4jK|8=GS zFrP!rTkyhFGCdD1t%N7b_mOs=dmt;w102z?ZUGi`w1I0d}J>XL3IPcE4sTsTL9As&&`A~ zjg$h->~CDX3?o67A*OoS=hNK}-|d$Grkegde%=ImNG1)x*MPP|kT{t6J^xvd3h Date: Wed, 8 Jan 2025 11:11:52 +0800 Subject: [PATCH 5/7] update Signed-off-by: limengxuan <391013634@qq.com> --- pkg/scheduler/api/devices/config/config.go | 57 +++++++++---------- .../api/devices/nvidia/vgpu/utils.go | 14 +---- .../plugins/deviceshare/deviceshare.go | 12 +++- 3 files changed, 38 insertions(+), 45 deletions(-) diff --git a/pkg/scheduler/api/devices/config/config.go b/pkg/scheduler/api/devices/config/config.go index 61ccbc34c8..2567c4fff4 100644 --- a/pkg/scheduler/api/devices/config/config.go +++ b/pkg/scheduler/api/devices/config/config.go @@ -19,13 +19,11 @@ package config import ( "context" "errors" - "sync" "gopkg.in/yaml.v2" metav1 "k8s.io/apimachinery/pkg/apis/meta/v1" + "k8s.io/client-go/kubernetes" "k8s.io/klog/v2" - - "volcano.sh/volcano/pkg/scheduler/api/devices" ) type Config struct { @@ -34,17 +32,16 @@ type Config struct { var ( configs *Config - once sync.Once ) func GetConfig() *Config { return configs } -func LoadConfigFromCM(cmName string) (*Config, error) { - cm, err := devices.GetClient().CoreV1().ConfigMaps("kube-system").Get(context.Background(), cmName, metav1.GetOptions{}) +func LoadConfigFromCM(kubeClient kubernetes.Interface, cmName string) (*Config, error) { + cm, err := kubeClient.CoreV1().ConfigMaps("kube-system").Get(context.Background(), cmName, metav1.GetOptions{}) if err != nil { - cm, err = devices.GetClient().CoreV1().ConfigMaps("volcano-system").Get(context.Background(), cmName, metav1.GetOptions{}) + cm, err = kubeClient.CoreV1().ConfigMaps("volcano-system").Get(context.Background(), cmName, metav1.GetOptions{}) if err != nil { return nil, err } @@ -61,29 +58,27 @@ func LoadConfigFromCM(cmName string) (*Config, error) { return &yamlData, nil } -func InitDevicesConfig(cmName string) { - once.Do(func() { - var err error - if len(cmName) == 0 { - cmName = "volcano-vgpu-device-config" - } - configs, err = LoadConfigFromCM(cmName) - if err != nil { - configs = &Config{ - NvidiaConfig: NvidiaConfig{ - ResourceCountName: "volcano.sh/vgpu-number", - ResourceCoreName: "volcano.sh/vgpu-cores", - ResourceMemoryName: "volcano.sh/vgpu-memory", - DefaultMemory: 0, - DefaultCores: 0, - DefaultGPUNum: 1, - DeviceSplitCount: 10, - DeviceMemoryScaling: 1, - DeviceCoreScaling: 1, - DisableCoreLimit: false, - }, - } +func InitDevicesConfig(kubeClient kubernetes.Interface, cmName string) { + var err error + if len(cmName) == 0 { + cmName = "volcano-vgpu-device-config" + } + configs, err = LoadConfigFromCM(kubeClient, cmName) + if err != nil { + configs = &Config{ + NvidiaConfig: NvidiaConfig{ + ResourceCountName: "volcano.sh/vgpu-number", + ResourceCoreName: "volcano.sh/vgpu-cores", + ResourceMemoryName: "volcano.sh/vgpu-memory", + DefaultMemory: 0, + DefaultCores: 0, + DefaultGPUNum: 1, + DeviceSplitCount: 10, + DeviceMemoryScaling: 1, + DeviceCoreScaling: 1, + DisableCoreLimit: false, + }, } - klog.V(3).InfoS("Initializing volcano vgpu config", "device-configs", configs) - }) + } + klog.V(3).InfoS("Initializing volcano vgpu config", "device-configs", configs) } diff --git a/pkg/scheduler/api/devices/nvidia/vgpu/utils.go b/pkg/scheduler/api/devices/nvidia/vgpu/utils.go index ded87ef9bc..ed8a90e9e7 100644 --- a/pkg/scheduler/api/devices/nvidia/vgpu/utils.go +++ b/pkg/scheduler/api/devices/nvidia/vgpu/utils.go @@ -26,6 +26,7 @@ import ( v1 "k8s.io/api/core/v1" metav1 "k8s.io/apimachinery/pkg/apis/meta/v1" k8stypes "k8s.io/apimachinery/pkg/types" + "k8s.io/client-go/kubernetes" "k8s.io/klog/v2" "volcano.sh/volcano/pkg/scheduler/api/devices" @@ -392,7 +393,7 @@ func checkNodeGPUSharingPredicateAndScore(pod *v1.Pod, gssnap *GPUDevices, repli return true, ctrdevs, score, nil } -func patchPodAnnotations(pod *v1.Pod, annotations map[string]string) error { +func patchPodAnnotations(kubeClient kubernetes.Interface, pod *v1.Pod, annotations map[string]string) error { type patchMetadata struct { Annotations map[string]string `json:"annotations,omitempty"` } @@ -408,20 +409,11 @@ func patchPodAnnotations(pod *v1.Pod, annotations map[string]string) error { if err != nil { return err } - _, err = devices.GetClient().CoreV1().Pods(pod.Namespace). + _, err = kubeClient.CoreV1().Pods(pod.Namespace). Patch(context.Background(), pod.Name, k8stypes.StrategicMergePatchType, bytes, metav1.PatchOptions{}) if err != nil { klog.Errorf("patch pod %v failed, %v", pod.Name, err) } - /* - Can't modify Env of pods here - - patch1 := addGPUIndexPatch() - _, err = s.kubeClient.CoreV1().Pods(pod.Namespace). - Patch(context.Background(), pod.Name, k8stypes.JSONPatchType, []byte(patch1), metav1.PatchOptions{}) - if err != nil { - klog.Infof("Patch1 pod %v failed, %v", pod.Name, err) - }*/ return err } diff --git a/pkg/scheduler/plugins/deviceshare/deviceshare.go b/pkg/scheduler/plugins/deviceshare/deviceshare.go index 1e16047562..7a32a9a691 100644 --- a/pkg/scheduler/plugins/deviceshare/deviceshare.go +++ b/pkg/scheduler/plugins/deviceshare/deviceshare.go @@ -20,6 +20,7 @@ import ( "context" "math" "reflect" + "sync" v1 "k8s.io/api/core/v1" "k8s.io/klog/v2" @@ -54,11 +55,13 @@ type deviceSharePlugin struct { pluginArguments framework.Arguments schedulePolicy string scheduleWeight int + deviceCM string + once sync.Once } // New return priority plugin func New(arguments framework.Arguments) framework.Plugin { - dsp := &deviceSharePlugin{pluginArguments: arguments, schedulePolicy: "", scheduleWeight: 0} + dsp := &deviceSharePlugin{pluginArguments: arguments, schedulePolicy: "", scheduleWeight: 0, once: sync.Once{}} enablePredicate(dsp) return dsp } @@ -86,9 +89,9 @@ func enablePredicate(dsp *deviceSharePlugin) { _, ok = args[deviceConfigMapName] if ok { - deviceconfig.InitDevicesConfig(args[deviceConfigMapName].(string)) + dsp.deviceCM = args[deviceConfigMapName].(string) } else { - deviceconfig.InitDevicesConfig("") + dsp.deviceCM = "" } args.GetInt(&dsp.scheduleWeight, ScheduleWeight) @@ -124,6 +127,9 @@ func getDeviceScore(ctx context.Context, pod *v1.Pod, node *api.NodeInfo, schedu func (dp *deviceSharePlugin) OnSessionOpen(ssn *framework.Session) { // Register event handlers to update task info in PodLister & nodeMap ssn.AddPredicateFn(dp.Name(), func(task *api.TaskInfo, node *api.NodeInfo) error { + dp.once.Do(func() { + deviceconfig.InitDevicesConfig(ssn.KubeClient(), dp.deviceCM) + }) predicateStatus := make([]*api.Status, 0) // Check PredicateWithCache for _, val := range api.RegisteredDevices { From 87b6d37d0949ca7fb46a91c4baad5617cf27446a Mon Sep 17 00:00:00 2001 From: limengxuan <391013634@qq.com> Date: Wed, 8 Jan 2025 11:43:50 +0800 Subject: [PATCH 6/7] update client Signed-off-by: limengxuan <391013634@qq.com> --- .../api/devices/nvidia/vgpu/device_info.go | 2 +- pkg/scheduler/api/devices/util.go | 26 +++++++------------ 2 files changed, 10 insertions(+), 18 deletions(-) diff --git a/pkg/scheduler/api/devices/nvidia/vgpu/device_info.go b/pkg/scheduler/api/devices/nvidia/vgpu/device_info.go index 0ade2c6ad6..015a53969d 100644 --- a/pkg/scheduler/api/devices/nvidia/vgpu/device_info.go +++ b/pkg/scheduler/api/devices/nvidia/vgpu/device_info.go @@ -255,7 +255,7 @@ func (gs *GPUDevices) Allocate(kubeClient kubernetes.Interface, pod *v1.Pod) err annotations[DeviceBindPhase] = "allocating" annotations[BindTimeAnnotations] = strconv.FormatInt(time.Now().Unix(), 10) - err = patchPodAnnotations(pod, annotations) + err = patchPodAnnotations(kubeClient, pod, annotations) if err != nil { return err } diff --git a/pkg/scheduler/api/devices/util.go b/pkg/scheduler/api/devices/util.go index e5a2e33456..5108db87ff 100644 --- a/pkg/scheduler/api/devices/util.go +++ b/pkg/scheduler/api/devices/util.go @@ -16,7 +16,6 @@ package devices import ( "os" - "path/filepath" "k8s.io/client-go/kubernetes" "k8s.io/client-go/rest" @@ -47,36 +46,29 @@ const ( Skip ) -var kubeClient kubernetes.Interface +var kubeClient *kubernetes.Clientset -func init() { +func GetClient() kubernetes.Interface { var err error - kubeClient, err = NewClient() - if err != nil { - klog.Errorf("init kubeclient in hamivgpu failed: %s", err.Error()) - } else { - klog.V(3).Infoln("init kubeclient success") + if kubeClient == nil { + kubeClient, err = NewClient() + if err != nil { + klog.ErrorS(err, "deviceshare initClient failed") + } } -} - -func GetClient() kubernetes.Interface { return kubeClient } // NewClient connects to an API server -func NewClient() (kubernetes.Interface, error) { - kubeConfig := os.Getenv("KUBECONFIG") - if kubeConfig == "" { - kubeConfig = filepath.Join(os.Getenv("HOME"), ".kube", "config") - } +func NewClient() (*kubernetes.Clientset, error) { config, err := rest.InClusterConfig() if err != nil { + kubeConfig := os.Getenv("KUBECONFIG") config, err = clientcmd.BuildConfigFromFlags("", kubeConfig) if err != nil { return nil, err } } client, err := kubernetes.NewForConfig(config) - kubeClient = client return client, err } From 38af3326b0effbbdc2bc46982ed2b7db56163dd5 Mon Sep 17 00:00:00 2001 From: limengxuan <391013634@qq.com> Date: Wed, 8 Jan 2025 16:06:51 +0800 Subject: [PATCH 7/7] update struct Signed-off-by: limengxuan <391013634@qq.com> --- .../api/devices/config/config_test.go | 191 ++++++++++++++++-- pkg/scheduler/api/devices/config/vgpu.go | 5 +- 2 files changed, 182 insertions(+), 14 deletions(-) diff --git a/pkg/scheduler/api/devices/config/config_test.go b/pkg/scheduler/api/devices/config/config_test.go index 358d9775e0..d60c92afde 100644 --- a/pkg/scheduler/api/devices/config/config_test.go +++ b/pkg/scheduler/api/devices/config/config_test.go @@ -17,6 +17,7 @@ limitations under the License. package config import ( + "reflect" "testing" "github.com/stretchr/testify/assert" @@ -42,73 +43,237 @@ func TestParseDeviceConfig(t *testing.T) { deviceSplitCount: 10 deviceMemoryScaling: 1 deviceCoreScaling: 1 + gpuMemoryFactor: 1 knownMigGeometries: - models: [ "A30" ] allowedGeometries: - - + - group: group1 + geometries: - name: 1g.6gb memory: 6144 count: 4 - - + - group: group2 + geometries: - name: 2g.12gb memory: 12288 count: 2 - - + - group: group3 + geometries: - name: 4g.24gb memory: 24576 count: 1 - models: [ "A100-SXM4-40GB", "A100-40GB-PCIe", "A100-PCIE-40GB", "A100-SXM4-40GB" ] allowedGeometries: - - + - group: "group1" + geometries: - name: 1g.5gb memory: 5120 count: 7 - - + - group: "group2" + geometries: - name: 2g.10gb memory: 10240 count: 3 - name: 1g.5gb memory: 5120 count: 1 - - + - group: "group3" + geometries: - name: 3g.20gb memory: 20480 count: 2 - - + - group: "group4" + geometries: - name: 7g.40gb memory: 40960 count: 1 - models: [ "A100-SXM4-80GB", "A100-80GB-PCIe", "A100-PCIE-80GB"] allowedGeometries: - - + - group: "group1" + geometries: - name: 1g.10gb memory: 10240 count: 7 - - + - group: "group2" + geometries: - name: 2g.20gb memory: 20480 count: 3 - name: 1g.10gb memory: 10240 count: 1 - - + - group: "group3" + geometries: - name: 3g.40gb memory: 40960 count: 2 - - + - group: "group4" + geometries: - name: 7g.79gb memory: 80896 count: 1`, }, } + expected := Config{ + NvidiaConfig: NvidiaConfig{ + ResourceCountName: "volcano.sh/vgpu-number", + ResourceMemoryName: "volcano.sh/vgpu-memory", + ResourceMemoryPercentageName: "volcano.sh/vgpu-memory-percentage", + ResourceCoreName: "volcano.sh/vgpu-cores", + OverwriteEnv: false, + DefaultMemory: 0, + DefaultCores: 0, + DefaultGPUNum: 1, + DeviceSplitCount: 10, + DeviceMemoryScaling: 1, + DeviceCoreScaling: 1, + GPUMemoryFactor: 1, + MigGeometriesList: []AllowedMigGeometries{ + { + Models: []string{"A30"}, + Geometries: []Geometry{ + { + Group: "group1", + Instances: []MigTemplate{ + { + Name: "1g.6gb", + Memory: 6144, + Count: 4, + }, + }, + }, + { + Group: "group2", + Instances: []MigTemplate{ + { + Name: "2g.12gb", + Memory: 12288, + Count: 2, + }, + }, + }, + { + Group: "group3", + Instances: []MigTemplate{ + { + Name: "4g.24gb", + Memory: 24576, + Count: 1, + }, + }, + }, + }, + }, + { + Models: []string{"A100-SXM4-40GB", "A100-40GB-PCIe", "A100-PCIE-40GB", "A100-SXM4-40GB"}, + Geometries: []Geometry{ + { + Group: "group1", + Instances: []MigTemplate{ + { + Name: "1g.5gb", + Memory: 5120, + Count: 7, + }, + }, + }, + { + Group: "group2", + Instances: []MigTemplate{ + { + Name: "2g.10gb", + Memory: 10240, + Count: 3, + }, + { + Name: "1g.5gb", + Memory: 5120, + Count: 1, + }, + }, + }, + { + Group: "group3", + Instances: []MigTemplate{ + { + Name: "3g.20gb", + Memory: 20480, + Count: 2, + }, + }, + }, + { + Group: "group4", + Instances: []MigTemplate{ + { + Name: "7g.40gb", + Memory: 40960, + Count: 1, + }, + }, + }, + }, + }, + { + Models: []string{"A100-SXM4-80GB", "A100-80GB-PCIe", "A100-PCIE-80GB"}, + Geometries: []Geometry{ + { + Group: "group1", + Instances: []MigTemplate{ + { + Name: "1g.10gb", + Memory: 10240, + Count: 7, + }, + }, + }, + { + Group: "group2", + Instances: []MigTemplate{ + { + Name: "2g.20gb", + Memory: 20480, + Count: 3, + }, + { + Name: "1g.10gb", + Memory: 10240, + Count: 1, + }, + }, + }, + { + Group: "group3", + Instances: []MigTemplate{ + { + Name: "3g.40gb", + Memory: 40960, + Count: 2, + }, + }, + }, + { + Group: "group4", + Instances: []MigTemplate{ + { + Name: "7g.79gb", + Memory: 80896, + Count: 1, + }, + }, + }, + }, + }, + }, + }, + } for _, tc := range testCases { t.Run(tc.name, func(t *testing.T) { var yamlData Config err := yaml.Unmarshal([]byte(tc.deviceConfigStr), &yamlData) assert.Nil(t, err) - assert.Equal(t, len(yamlData.NvidiaConfig.MigGeometriesList), 3) - assert.Equal(t, yamlData.NvidiaConfig.MigGeometriesList[2].Geometries[1][1].Count, int32(1)) + assert.True(t, reflect.DeepEqual(yamlData, expected)) }) } } diff --git a/pkg/scheduler/api/devices/config/vgpu.go b/pkg/scheduler/api/devices/config/vgpu.go index e87b37c0d5..a843f38ea8 100644 --- a/pkg/scheduler/api/devices/config/vgpu.go +++ b/pkg/scheduler/api/devices/config/vgpu.go @@ -28,7 +28,10 @@ type MigTemplateUsage struct { InUse bool `json:"inuse,omitempty"` } -type Geometry []MigTemplate +type Geometry struct { + Group string `yaml:"group"` + Instances []MigTemplate `yaml:"geometries"` +} type MIGS []MigTemplateUsage

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