1+ /*
2+ * Copyright 2024 Google LLC
3+ *
4+ * Licensed under the Apache License, Version 2.0 (the "License");
5+ * you may not use this file except in compliance with the License.
6+ * You may obtain a copy of the License at
7+ *
8+ * http://www.apache.org/licenses/LICENSE-2.0
9+ *
10+ * Unless required by applicable law or agreed to in writing, software
11+ * distributed under the License is distributed on an "AS IS" BASIS,
12+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
13+ * See the License for the specific language governing permissions and
14+ * limitations under the License.
15+ */
16+
17+ package tpu ;
18+
19+ //[START tpu_vm_create_spot]
20+ import com .google .cloud .tpu .v2 .CreateNodeRequest ;
21+ import com .google .cloud .tpu .v2 .Node ;
22+ import com .google .cloud .tpu .v2 .SchedulingConfig ;
23+ import com .google .cloud .tpu .v2 .TpuClient ;
24+ import java .io .IOException ;
25+ import java .util .concurrent .ExecutionException ;
26+
27+ public class CreateSpotTpuVm {
28+ public static void main (String [] args )
29+ throws IOException , ExecutionException , InterruptedException {
30+ // TODO(developer): Replace these variables before running the sample.
31+ // Project ID or project number of the Google Cloud project you want to create a node.
32+ String projectId = "YOUR_PROJECT_ID" ;
33+ // The zone in which to create the TPU.
34+ // For more information about supported TPU types for specific zones,
35+ // see https://cloud.google.com/tpu/docs/regions-zones
36+ String zone = "us-central1-f" ;
37+ // The name for your TPU.
38+ String nodeName = "YOUR_TPY_NAME" ;
39+ // The accelerator type that specifies the version and size of the Cloud TPU you want to create.
40+ // For more information about supported accelerator types for each TPU version,
41+ // see https://cloud.google.com/tpu/docs/system-architecture-tpu-vm#versions.
42+ String tpuType = "v2-8" ;
43+ // Software version that specifies the version of the TPU runtime to install.
44+ // For more information see https://cloud.google.com/tpu/docs/runtimes
45+ String tpuSoftwareVersion = "tpu-vm-tf-2.14.1" ;
46+
47+ createSpotTpuVm (projectId , zone , nodeName , tpuType , tpuSoftwareVersion );
48+ }
49+
50+ // Creates a preemptible TPU VM with the specified name, zone, accelerator type, and version.
51+ public static Node createSpotTpuVm (
52+ String projectId , String zone , String nodeName , String tpuType , String tpuSoftwareVersion )
53+ throws IOException , ExecutionException , InterruptedException {
54+ // Initialize client that will be used to send requests. This client only needs to be created
55+ // once, and can be reused for multiple requests.
56+ try (TpuClient tpuClient = TpuClient .create ()) {
57+ String parent = String .format ("projects/%s/locations/%s" , projectId , zone );
58+ // TODO: Wait for update of library to change preemptible to spot=True
59+ SchedulingConfig schedulingConfig = SchedulingConfig .newBuilder ()
60+ .setPreemptible (true )
61+ .build ();
62+
63+ Node tpuVm = Node .newBuilder ()
64+ .setName (nodeName )
65+ .setAcceleratorType (tpuType )
66+ .setRuntimeVersion (tpuSoftwareVersion )
67+ .setSchedulingConfig (schedulingConfig )
68+ .build ();
69+
70+ CreateNodeRequest request = CreateNodeRequest .newBuilder ()
71+ .setParent (parent )
72+ .setNodeId (nodeName )
73+ .setNode (tpuVm )
74+ .build ();
75+
76+ return tpuClient .createNodeAsync (request ).get ();
77+ }
78+ }
79+ }
80+ //[END tpu_vm_create_spot]
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