|
| 1 | +--- |
| 2 | +title: 使用 DRA 为工作负载分配设备 |
| 3 | +content_type: task |
| 4 | +min-kubernetes-server-version: v1.32 |
| 5 | +weight: 20 |
| 6 | +--- |
| 7 | +<!-- |
| 8 | +title: Allocate Devices to Workloads with DRA |
| 9 | +content_type: task |
| 10 | +min-kubernetes-server-version: v1.32 |
| 11 | +weight: 20 |
| 12 | +--> |
| 13 | + |
| 14 | +{{< feature-state feature_gate_name="DynamicResourceAllocation" >}} |
| 15 | + |
| 16 | +<!-- overview --> |
| 17 | + |
| 18 | +<!-- |
| 19 | +This page shows you how to allocate devices to your Pods by using |
| 20 | +_dynamic resource allocation (DRA)_. These instructions are for workload |
| 21 | +operators. Before reading this page, familiarize yourself with how DRA works and |
| 22 | +with DRA terminology like |
| 23 | +{{< glossary_tooltip text="ResourceClaims" term_id="resourceclaim" >}} and |
| 24 | +{{< glossary_tooltip text="ResourceClaimTemplates" term_id="resourceclaimtemplate" >}}. |
| 25 | +For more information, see |
| 26 | +[Dynamic Resource Allocation (DRA)](/docs/concepts/scheduling-eviction/dynamic-resource-allocation/). |
| 27 | +--> |
| 28 | +本文介绍如何使用**动态资源分配(DRA)**为 Pod 分配设备。 |
| 29 | +这些指示说明面向工作负载运维人员。在阅读本文之前,请先了解 DRA 的工作原理以及相关术语,例如 |
| 30 | +{{< glossary_tooltip text="ResourceClaims" term_id="resourceclaim" >}} 和 |
| 31 | +{{< glossary_tooltip text="ResourceClaimTemplates" term_id="resourceclaimtemplate" >}}。 |
| 32 | +更多信息参阅[动态资源分配(DRA)](/zh-cn/docs/concepts/scheduling-eviction/dynamic-resource-allocation/)。 |
| 33 | + |
| 34 | +<!-- body --> |
| 35 | + |
| 36 | +<!-- |
| 37 | +## About device allocation with DRA {#about-device-allocation-dra} |
| 38 | +
|
| 39 | +As a workload operator, you can _claim_ devices for your workloads by creating |
| 40 | +ResourceClaims or ResourceClaimTemplates. When you deploy your workload, |
| 41 | +Kubernetes and the device drivers find available devices, allocate them to your |
| 42 | +Pods, and place the Pods on nodes that can access those devices. |
| 43 | +--> |
| 44 | +## 关于使用 DRA 分配设备 {#about-device-allocation-dra} |
| 45 | + |
| 46 | +作为工作负载运维人员,你可以通过创建 ResourceClaim 或 ResourceClaimTemplate |
| 47 | +来**申领**工作负载所需的设备。当你部署工作负载时,Kubernetes 和设备驱动会找到可用的设备, |
| 48 | +将其分配给 Pod,并将 Pod 调度到可访问这些设备的节点上。 |
| 49 | + |
| 50 | +<!-- prerequisites --> |
| 51 | + |
| 52 | +## {{% heading "prerequisites" %}} |
| 53 | + |
| 54 | +{{< include "task-tutorial-prereqs.md" >}} {{< version-check >}} |
| 55 | + |
| 56 | +<!-- |
| 57 | +* Ensure that your cluster admin has set up DRA, attached devices, and installed |
| 58 | + drivers. For more information, see |
| 59 | + [Set Up DRA in a Cluster](/docs/tasks/configure-pod-container/assign-resources/set-up-dra-cluster). |
| 60 | +--> |
| 61 | +* 请确保集群管理员已设置好 DRA,挂接了设备并安装了驱动程序。 |
| 62 | + 详情请参见[在集群中设置 DRA](/zh-cn/docs/tasks/configure-pod-container/assign-resources/set-up-dra-cluster)。 |
| 63 | + |
| 64 | +<!-- steps --> |
| 65 | + |
| 66 | +<!-- |
| 67 | +## Identify devices to claim {#identify-devices} |
| 68 | +
|
| 69 | +Your cluster administrator or the device drivers create |
| 70 | +_{{< glossary_tooltip term_id="deviceclass" text="DeviceClasses" >}}_ that |
| 71 | +define categories of devices. You can claim devices by using |
| 72 | +{{< glossary_tooltip term_id="cel" >}} to filter for specific device properties. |
| 73 | +
|
| 74 | +Get a list of DeviceClasses in the cluster:、 |
| 75 | +--> |
| 76 | +## 寻找可申领的设备 {#identify-devices} |
| 77 | + |
| 78 | +你的集群管理员或设备驱动程序会创建定义设备类别的 |
| 79 | +{{< glossary_tooltip term_id="deviceclass" text="DeviceClass" >}}。你可以使用 |
| 80 | +{{< glossary_tooltip term_id="cel" >}} 表达式筛选特定的设备属性,从而申领设备。 |
| 81 | + |
| 82 | +获取集群中的 DeviceClass 列表: |
| 83 | + |
| 84 | +```shell |
| 85 | +kubectl get deviceclasses |
| 86 | +``` |
| 87 | + |
| 88 | +<!-- |
| 89 | +The output is similar to the following: |
| 90 | +--> |
| 91 | +输出类似如下: |
| 92 | + |
| 93 | +``` |
| 94 | +NAME AGE |
| 95 | +driver.example.com 16m |
| 96 | +``` |
| 97 | + |
| 98 | +<!-- |
| 99 | +If you get a permission error, you might not have access to get DeviceClasses. |
| 100 | +Check with your cluster administrator or with the driver provider for available |
| 101 | +device properties. |
| 102 | +--> |
| 103 | +如果你遇到权限错误,你可能无权获取 DeviceClass。 |
| 104 | +请与你的集群管理员或驱动提供商联系,了解可用的设备属性。 |
| 105 | + |
| 106 | +<!-- |
| 107 | +## Claim resources {#claim-resources} |
| 108 | +
|
| 109 | +You can request resources from a DeviceClass by using |
| 110 | +{{< glossary_tooltip text="ResourceClaims" term_id="resourceclaim" >}}. To |
| 111 | +create a ResourceClaim, do one of the following: |
| 112 | +--> |
| 113 | +## 申领资源 {#claim-resources} |
| 114 | + |
| 115 | +你可以通过 |
| 116 | +{{< glossary_tooltip text="ResourceClaims" term_id="resourceclaim" >}} |
| 117 | +请求某个 DeviceClass 的资源。要创建 ResourceClaim,可以采用以下方式之一: |
| 118 | + |
| 119 | +<!-- |
| 120 | +* Manually create a ResourceClaim if you want multiple Pods to share access to |
| 121 | + the same devices, or if you want a claim to exist beyond the lifetime of a |
| 122 | + Pod. |
| 123 | +* Use a |
| 124 | + {{< glossary_tooltip text="ResourceClaimTemplate" term_id="resourceclaimtemplate" >}} |
| 125 | + to let Kubernetes generate and manage per-Pod ResourceClaims. Create a |
| 126 | + ResourceClaimTemplate if you want every Pod to have access to separate devices |
| 127 | + that have similar configurations. For example, you might want simultaneous |
| 128 | + access to devices for Pods in a Job that uses |
| 129 | + [parallel execution](/docs/concepts/workloads/controllers/job/#parallel-jobs). |
| 130 | +--> |
| 131 | +* 手动创建 ResourceClaim,如果你希望多个 Pod 共享相同设备,或希望申领在 Pod 生命期结束后仍然存在。 |
| 132 | +* 使用 |
| 133 | + {{< glossary_tooltip text="ResourceClaimTemplate" term_id="resourceclaimtemplate" >}}, |
| 134 | + 让 Kubernetes 为每个 Pod 生成并管理 ResourceClaim。如果你希望每个 Pod |
| 135 | + 访问独立的、具有类似配置的设备,你可以创建 ResourceClaimTemplate。例如, |
| 136 | + 在使用[并行执行](/zh-cn/docs/concepts/workloads/controllers/job/#parallel-jobs)的 |
| 137 | + Job 中,你可能希望多个 Pod 同时访问设备。 |
| 138 | + |
| 139 | +<!-- |
| 140 | +If you directly reference a specific ResourceClaim in a Pod, that ResourceClaim |
| 141 | +must already exist in the cluster. If a referenced ResourceClaim doesn't exist, |
| 142 | +the Pod remains in a pending state until the ResourceClaim is created. You can |
| 143 | +reference an auto-generated ResourceClaim in a Pod, but this isn't recommended |
| 144 | +because auto-generated ResourceClaims are bound to the lifetime of the Pod that |
| 145 | +triggered the generation. |
| 146 | +
|
| 147 | +To create a workload that claims resources, select one of the following options: |
| 148 | +--> |
| 149 | +如果你在 Pod 中直接引用了特定 ResourceClaim,该 ResourceClaim 必须已存在于集群中。否则, |
| 150 | +Pod 会保持在 Pending 状态,直到申领被创建。你可以在 Pod 中引用自动生成的 ResourceClaim, |
| 151 | +但不推荐这样做,因为自动生成的 ResourceClaim 的生命期被绑定到了触发生成它的 Pod。 |
| 152 | + |
| 153 | +要创建申领资源的工作负载,请选择以下选项之一: |
| 154 | + |
| 155 | +{{< tabs name="claim-resources" >}} |
| 156 | +{{% tab name="ResourceClaimTemplate" %}} |
| 157 | + |
| 158 | +<!-- |
| 159 | +Review the following example manifest: |
| 160 | +--> |
| 161 | +查看以下示例清单: |
| 162 | + |
| 163 | +{{% code_sample file="dra/resourceclaimtemplate.yaml" %}} |
| 164 | + |
| 165 | +<!-- |
| 166 | +This manifest creates a ResourceClaimTemplate that requests devices in the |
| 167 | +`example-device-class` DeviceClass that match both of the following parameters: |
| 168 | +
|
| 169 | + * Devices that have a `driver.example.com/type` attribute with a value of |
| 170 | + `gpu`. |
| 171 | + * Devices that have `64Gi` of capacity. |
| 172 | +
|
| 173 | +To create the ResourceClaimTemplate, run the following command: |
| 174 | +--> |
| 175 | +此清单会创建一个 ResourceClaimTemplate,它请求属于 `example-device-class` |
| 176 | +DeviceClass、且同时满足以下两个参数的设备: |
| 177 | + |
| 178 | +* 属性 `driver.example.com/type` 的值为 `gpu` |
| 179 | +* 容量为 `64Gi` |
| 180 | + |
| 181 | +创建 ResourceClaimTemplate 的命令如下: |
| 182 | + |
| 183 | +```shell |
| 184 | +kubectl apply -f https://k8s.io/examples/dra/resourceclaimtemplate.yaml |
| 185 | +``` |
| 186 | + |
| 187 | +{{% /tab %}} |
| 188 | +{{% tab name="ResourceClaim" %}} |
| 189 | + |
| 190 | +<!-- |
| 191 | +Review the following example manifest: |
| 192 | +--> |
| 193 | +查看以下示例清单: |
| 194 | + |
| 195 | +{{% code_sample file="dra/resourceclaim.yaml" %}} |
| 196 | + |
| 197 | +<!-- |
| 198 | +This manifest creates ResourceClaim that requests devices in the |
| 199 | +`example-device-class` DeviceClass that match both of the following parameters: |
| 200 | +
|
| 201 | + * Devices that have a `driver.example.com/type` attribute with a value of |
| 202 | + `gpu`. |
| 203 | + * Devices that have `64Gi` of capacity. |
| 204 | +
|
| 205 | +To create the ResourceClaim, run the following command: |
| 206 | +--> |
| 207 | +此清单会创建一个 ResourceClaim,请求属于 `example-device-class` |
| 208 | +DeviceClass、且同时满足以下两个参数的设备: |
| 209 | + |
| 210 | +* 属性 `driver.example.com/type` 的值为 `gpu` |
| 211 | +* 容量为 `64Gi` |
| 212 | + |
| 213 | +创建 ResourceClaim 的命令如下: |
| 214 | + |
| 215 | +```shell |
| 216 | +kubectl apply -f https://k8s.io/examples/dra/resourceclaim.yaml |
| 217 | +``` |
| 218 | + |
| 219 | +{{% /tab %}} |
| 220 | +{{< /tabs >}} |
| 221 | + |
| 222 | +<!-- |
| 223 | +## Request devices in workloads using DRA {#request-devices-workloads} |
| 224 | +
|
| 225 | +To request device allocation, specify a ResourceClaim or a ResourceClaimTemplate |
| 226 | +in the `resourceClaims` field of the Pod specification. Then, request a specific |
| 227 | +claim by name in the `resources.claims` field of a container in that Pod. |
| 228 | +You can specify multiple entries in the `resourceClaims` field and use specific |
| 229 | +claims in different containers. |
| 230 | +
|
| 231 | +1. Review the following example Job: |
| 232 | +--> |
| 233 | +## 使用 DRA 在工作负载中请求设备 {#request-devices-workloads} |
| 234 | + |
| 235 | +要请求设备分配,请在 Pod 规约的 `resourceClaims` 字段中指定 ResourceClaim |
| 236 | +或 ResourceClaimTemplate,然后在容器的 `resources.claims` 字段中按名称请求具体的资源申领。 |
| 237 | +你可以在 `resourceClaims` 中列出多个条目,并在不同容器中使用特定的申领。 |
| 238 | + |
| 239 | +1. 查看以下 Job 示例: |
| 240 | + |
| 241 | + {{% code_sample file="dra/dra-example-job.yaml" %}} |
| 242 | + |
| 243 | + <!-- |
| 244 | + Each Pod in this Job has the following properties: |
| 245 | + |
| 246 | + * Makes a ResourceClaimTemplate named `separate-gpu-claim` and a |
| 247 | + ResourceClaim named `shared-gpu-claim` available to containers. |
| 248 | + * Runs the following containers: |
| 249 | + * `container0` requests the devices from the `separate-gpu-claim` |
| 250 | + ResourceClaimTemplate. |
| 251 | + * `container1` and `container2` share access to the devices from the |
| 252 | + `shared-gpu-claim` ResourceClaim. |
| 253 | + --> |
| 254 | + |
| 255 | + 此 Job 中的每个 Pod 具备以下属性: |
| 256 | + |
| 257 | + * 提供名为 `separate-gpu-claim` 的 ResourceClaimTemplate 和名为 |
| 258 | + `shared-gpu-claim` 的 ResourceClaim 给容器使用。 |
| 259 | + * 运行以下容器: |
| 260 | + |
| 261 | + * `container0` 请求 `separate-gpu-claim` ResourceClaimTemplate 中定义的设备。 |
| 262 | + * `container1` 和 `container2` 共享对 `shared-gpu-claim` ResourceClaim 中设备的访问。 |
| 263 | + |
| 264 | +<!-- |
| 265 | +1. Create the Job: |
| 266 | +--> |
| 267 | +2. 创建 Job: |
| 268 | + |
| 269 | + ```shell |
| 270 | + kubectl apply -f https://k8s.io/examples/dra/dra-example-job.yaml |
| 271 | + ``` |
| 272 | + |
| 273 | +<!-- |
| 274 | +## Clean up {#clean-up} |
| 275 | +
|
| 276 | +To delete the Kubernetes objects that you created in this task, follow these |
| 277 | +steps: |
| 278 | +
|
| 279 | +1. Delete the example Job: |
| 280 | +--> |
| 281 | +## 清理 {#clean-up} |
| 282 | + |
| 283 | +要删除本任务中创建的 Kubernetes 对象,请按照以下步骤操作: |
| 284 | + |
| 285 | +1. 删除示例 Job: |
| 286 | + |
| 287 | + ```shell |
| 288 | + kubectl delete -f https://k8s.io/examples/dra/dra-example-job.yaml |
| 289 | + ``` |
| 290 | + |
| 291 | +<!-- |
| 292 | +1. To delete your resource claims, run one of the following commands: |
| 293 | +
|
| 294 | + * Delete the ResourceClaimTemplate: |
| 295 | +--> |
| 296 | +2. 运行以下其中一条命令来删除你的资源申领: |
| 297 | + |
| 298 | + * 删除 ResourceClaimTemplate: |
| 299 | + |
| 300 | + ```shell |
| 301 | + kubectl delete -f https://k8s.io/examples/dra/resourceclaimtemplate.yaml |
| 302 | + ``` |
| 303 | + |
| 304 | + <!-- |
| 305 | + * Delete the ResourceClaim: |
| 306 | + --> |
| 307 | + |
| 308 | + * 删除 ResourceClaim: |
| 309 | + |
| 310 | + ```shell |
| 311 | + kubectl delete -f https://k8s.io/examples/dra/resourceclaim.yaml |
| 312 | + ``` |
| 313 | + |
| 314 | +## {{% heading "whatsnext" %}} |
| 315 | + |
| 316 | +<!-- |
| 317 | +* [Learn more about DRA](/docs/concepts/scheduling-eviction/dynamic-resource-allocation) |
| 318 | +--> |
| 319 | +* [进一步了解 DRA](/zh-cn/docs/concepts/scheduling-eviction/dynamic-resource-allocation) |
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