Class TpuClient (2.2.6)

Version 2.2.6

• 2.56.0 (latest)
• 2.55.0
• 2.54.0
• 2.53.0
• 2.52.0
• 2.50.0
• 2.49.0
• 2.48.0
• 2.47.0
• 2.46.0
• 2.45.0
• 2.44.0
• 2.43.0
• 2.42.0
• 2.41.0
• 2.40.0
• 2.38.0
• 2.37.0
• 2.36.0
• 2.35.0
• 2.34.0
• 2.33.0
• 2.32.0
• 2.31.0
• 2.30.0
• 2.29.0
• 2.28.0
• 2.25.0
• 2.24.0
• 2.23.0
• 2.22.0
• 2.21.0
• 2.20.0
• 2.19.0
• 2.18.0
• 2.17.0
• 2.16.0
• 2.15.0
• 2.14.0
• 2.13.0
• 2.12.0
• 2.10.0
• 2.9.0
• 2.8.0
• 2.7.0
• 2.6.0
• 2.5.0
• 2.2.6

public class TpuClient implements BackgroundResource

Service Description: Manages TPU nodes and other resources

TPU API v1

This class provides the ability to make remote calls to the backing service through method calls that map to API methods. Sample code to get started:

 try (TpuClient tpuClient = TpuClient.create()) {
   NodeName name = NodeName.of("[PROJECT]", "[LOCATION]", "[NODE]");
   Node response = tpuClient.getNode(name);
 }
 

Note: close() needs to be called on the TpuClient object to clean up resources such as threads. In the example above, try-with-resources is used, which automatically calls close().

The surface of this class includes several types of Java methods for each of the API's methods:

1. A "flattened" method. With this type of method, the fields of the request type have been converted into function parameters. It may be the case that not all fields are available as parameters, and not every API method will have a flattened method entry point.
2. A "request object" method. This type of method only takes one parameter, a request object, which must be constructed before the call. Not every API method will have a request object method.
3. A "callable" method. This type of method takes no parameters and returns an immutable API callable object, which can be used to initiate calls to the service.

See the individual methods for example code.

Many parameters require resource names to be formatted in a particular way. To assist with these names, this class includes a format method for each type of name, and additionally a parse method to extract the individual identifiers contained within names that are returned.

This class can be customized by passing in a custom instance of TpuSettings to create(). For example:

To customize credentials:

 TpuSettings tpuSettings =
     TpuSettings.newBuilder()
         .setCredentialsProvider(FixedCredentialsProvider.create(myCredentials))
         .build();
 TpuClient tpuClient = TpuClient.create(tpuSettings);
 

To customize the endpoint:

 TpuSettings tpuSettings = TpuSettings.newBuilder().setEndpoint(myEndpoint).build();
 TpuClient tpuClient = TpuClient.create(tpuSettings);
 

Please refer to the GitHub repository's samples for more quickstart code snippets.

Inheritance

java.lang.Object > TpuClient

Implements

BackgroundResource

Inherited Members

Object.clone()

Object.equals(Object)

Object.finalize()

Object.getClass()

Object.hashCode()

Object.notify()

Object.notifyAll()

Object.toString()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Methods

create()

public static final TpuClient create()

Constructs an instance of TpuClient with default settings.

Returns

Type	Description
TpuClient

Exceptions

Type	Description
IOException

create(TpuSettings settings)

public static final TpuClient create(TpuSettings settings)

Constructs an instance of TpuClient, using the given settings. The channels are created based on the settings passed in, or defaults for any settings that are not set.

Parameter

Name	Description
settings	TpuSettings

Returns

Type	Description
TpuClient

Exceptions

Type	Description
IOException

create(TpuStub stub)

public static final TpuClient create(TpuStub stub)

Constructs an instance of TpuClient, using the given stub for making calls. This is for advanced usage - prefer using create(TpuSettings).

Parameter

Name	Description
stub	TpuStub

Returns

Type	Description
TpuClient

Constructors

TpuClient(TpuSettings settings)

protected TpuClient(TpuSettings settings)

Constructs an instance of TpuClient, using the given settings. This is protected so that it is easy to make a subclass, but otherwise, the static factory methods should be preferred.

Parameter

Name	Description
settings	TpuSettings

TpuClient(TpuStub stub)

protected TpuClient(TpuStub stub)

Parameter

Name	Description
stub	TpuStub

Methods

awaitTermination(long duration, TimeUnit unit)

public boolean awaitTermination(long duration, TimeUnit unit)

Parameters

Name	Description
duration	long
unit	TimeUnit

Returns

Type	Description
boolean

Exceptions

Type	Description
InterruptedException

close()

public final void close()

createNodeAsync(CreateNodeRequest request)

public final OperationFuture<Node,OperationMetadata> createNodeAsync(CreateNodeRequest request)

Creates a node.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   CreateNodeRequest request =
       CreateNodeRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setNodeId("nodeId-1040171331")
           .setNode(Node.newBuilder().build())
           .build();
   Node response = tpuClient.createNodeAsync(request).get();
 }
 

Parameter

Name	Description
request	CreateNodeRequest The request object containing all of the parameters for the API call.

Returns

Type	Description
OperationFuture<Node,OperationMetadata>

createNodeAsync(LocationName parent, Node node, String nodeId)

public final OperationFuture<Node,OperationMetadata> createNodeAsync(LocationName parent, Node node, String nodeId)

Creates a node.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   Node node = Node.newBuilder().build();
   String nodeId = "nodeId-1040171331";
   Node response = tpuClient.createNodeAsync(parent, node, nodeId).get();
 }
 

Parameters

Name	Description
parent	LocationName Required. The parent resource name.
node	Node Required. The node.
nodeId	String The unqualified resource name.

Returns

Type	Description
OperationFuture<Node,OperationMetadata>

createNodeAsync(String parent, Node node, String nodeId)

public final OperationFuture<Node,OperationMetadata> createNodeAsync(String parent, Node node, String nodeId)

Creates a node.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   Node node = Node.newBuilder().build();
   String nodeId = "nodeId-1040171331";
   Node response = tpuClient.createNodeAsync(parent, node, nodeId).get();
 }
 

Parameters

Name	Description
parent	String Required. The parent resource name.
node	Node Required. The node.
nodeId	String The unqualified resource name.

Returns

Type	Description
OperationFuture<Node,OperationMetadata>

createNodeCallable()

public final UnaryCallable<CreateNodeRequest,Operation> createNodeCallable()

Creates a node.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   CreateNodeRequest request =
       CreateNodeRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setNodeId("nodeId-1040171331")
           .setNode(Node.newBuilder().build())
           .build();
   ApiFuture<Operation> future = tpuClient.createNodeCallable().futureCall(request);
   // Do something.
   Operation response = future.get();
 }
 

Returns

Type	Description
UnaryCallable<CreateNodeRequest,Operation>

createNodeOperationCallable()

public final OperationCallable<CreateNodeRequest,Node,OperationMetadata> createNodeOperationCallable()

Creates a node.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   CreateNodeRequest request =
       CreateNodeRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setNodeId("nodeId-1040171331")
           .setNode(Node.newBuilder().build())
           .build();
   OperationFuture<Node, OperationMetadata> future =
       tpuClient.createNodeOperationCallable().futureCall(request);
   // Do something.
   Node response = future.get();
 }
 

Returns

Type	Description
OperationCallable<CreateNodeRequest,Node,OperationMetadata>

deleteNodeAsync(DeleteNodeRequest request)

public final OperationFuture<Node,OperationMetadata> deleteNodeAsync(DeleteNodeRequest request)

Deletes a node.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   DeleteNodeRequest request =
       DeleteNodeRequest.newBuilder()
           .setName(NodeName.of("[PROJECT]", "[LOCATION]", "[NODE]").toString())
           .build();
   Node response = tpuClient.deleteNodeAsync(request).get();
 }
 

Parameter

Name	Description
request	DeleteNodeRequest The request object containing all of the parameters for the API call.

Returns

Type	Description
OperationFuture<Node,OperationMetadata>

deleteNodeAsync(NodeName name)

public final OperationFuture<Node,OperationMetadata> deleteNodeAsync(NodeName name)

Deletes a node.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   NodeName name = NodeName.of("[PROJECT]", "[LOCATION]", "[NODE]");
   Node response = tpuClient.deleteNodeAsync(name).get();
 }
 

Parameter

Name	Description
name	NodeName Required. The resource name.

Returns

Type	Description
OperationFuture<Node,OperationMetadata>

deleteNodeAsync(String name)

public final OperationFuture<Node,OperationMetadata> deleteNodeAsync(String name)

Deletes a node.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   String name = NodeName.of("[PROJECT]", "[LOCATION]", "[NODE]").toString();
   Node response = tpuClient.deleteNodeAsync(name).get();
 }
 

Parameter

Name	Description
name	String Required. The resource name.

Returns

Type	Description
OperationFuture<Node,OperationMetadata>

deleteNodeCallable()

public final UnaryCallable<DeleteNodeRequest,Operation> deleteNodeCallable()

Deletes a node.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   DeleteNodeRequest request =
       DeleteNodeRequest.newBuilder()
           .setName(NodeName.of("[PROJECT]", "[LOCATION]", "[NODE]").toString())
           .build();
   ApiFuture<Operation> future = tpuClient.deleteNodeCallable().futureCall(request);
   // Do something.
   Operation response = future.get();
 }
 

Returns

Type	Description
UnaryCallable<DeleteNodeRequest,Operation>

deleteNodeOperationCallable()

public final OperationCallable<DeleteNodeRequest,Node,OperationMetadata> deleteNodeOperationCallable()

Deletes a node.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   DeleteNodeRequest request =
       DeleteNodeRequest.newBuilder()
           .setName(NodeName.of("[PROJECT]", "[LOCATION]", "[NODE]").toString())
           .build();
   OperationFuture<Node, OperationMetadata> future =
       tpuClient.deleteNodeOperationCallable().futureCall(request);
   // Do something.
   Node response = future.get();
 }
 

Returns

Type	Description
OperationCallable<DeleteNodeRequest,Node,OperationMetadata>

getAcceleratorType(AcceleratorTypeName name)

public final AcceleratorType getAcceleratorType(AcceleratorTypeName name)

Gets AcceleratorType.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   AcceleratorTypeName name =
       AcceleratorTypeName.of("[PROJECT]", "[LOCATION]", "[ACCELERATOR_TYPE]");
   AcceleratorType response = tpuClient.getAcceleratorType(name);
 }
 

Parameter

Name	Description
name	AcceleratorTypeName Required. The resource name.

Returns

Type	Description
AcceleratorType

getAcceleratorType(GetAcceleratorTypeRequest request)

public final AcceleratorType getAcceleratorType(GetAcceleratorTypeRequest request)

Gets AcceleratorType.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   GetAcceleratorTypeRequest request =
       GetAcceleratorTypeRequest.newBuilder()
           .setName(
               AcceleratorTypeName.of("[PROJECT]", "[LOCATION]", "[ACCELERATOR_TYPE]")
                   .toString())
           .build();
   AcceleratorType response = tpuClient.getAcceleratorType(request);
 }
 

Parameter

Name	Description
request	GetAcceleratorTypeRequest The request object containing all of the parameters for the API call.

Returns

Type	Description
AcceleratorType

getAcceleratorType(String name)

public final AcceleratorType getAcceleratorType(String name)

Gets AcceleratorType.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   String name =
       AcceleratorTypeName.of("[PROJECT]", "[LOCATION]", "[ACCELERATOR_TYPE]").toString();
   AcceleratorType response = tpuClient.getAcceleratorType(name);
 }
 

Parameter

Name	Description
name	String Required. The resource name.

Returns

Type	Description
AcceleratorType

getAcceleratorTypeCallable()

public final UnaryCallable<GetAcceleratorTypeRequest,AcceleratorType> getAcceleratorTypeCallable()

Gets AcceleratorType.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   GetAcceleratorTypeRequest request =
       GetAcceleratorTypeRequest.newBuilder()
           .setName(
               AcceleratorTypeName.of("[PROJECT]", "[LOCATION]", "[ACCELERATOR_TYPE]")
                   .toString())
           .build();
   ApiFuture<AcceleratorType> future =
       tpuClient.getAcceleratorTypeCallable().futureCall(request);
   // Do something.
   AcceleratorType response = future.get();
 }
 

Returns

Type	Description
UnaryCallable<GetAcceleratorTypeRequest,AcceleratorType>

getNode(GetNodeRequest request)

public final Node getNode(GetNodeRequest request)

Gets the details of a node.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   GetNodeRequest request =
       GetNodeRequest.newBuilder()
           .setName(NodeName.of("[PROJECT]", "[LOCATION]", "[NODE]").toString())
           .build();
   Node response = tpuClient.getNode(request);
 }
 

Parameter

Name	Description
request	GetNodeRequest The request object containing all of the parameters for the API call.

Returns

Type	Description
Node

getNode(NodeName name)

public final Node getNode(NodeName name)

Gets the details of a node.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   NodeName name = NodeName.of("[PROJECT]", "[LOCATION]", "[NODE]");
   Node response = tpuClient.getNode(name);
 }
 

Parameter

Name	Description
name	NodeName Required. The resource name.

Returns

Type	Description
Node

getNode(String name)

public final Node getNode(String name)

Gets the details of a node.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   String name = NodeName.of("[PROJECT]", "[LOCATION]", "[NODE]").toString();
   Node response = tpuClient.getNode(name);
 }
 

Parameter

Name	Description
name	String Required. The resource name.

Returns

Type	Description
Node

getNodeCallable()

public final UnaryCallable<GetNodeRequest,Node> getNodeCallable()

Gets the details of a node.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   GetNodeRequest request =
       GetNodeRequest.newBuilder()
           .setName(NodeName.of("[PROJECT]", "[LOCATION]", "[NODE]").toString())
           .build();
   ApiFuture<Node> future = tpuClient.getNodeCallable().futureCall(request);
   // Do something.
   Node response = future.get();
 }
 

Returns

Type	Description
UnaryCallable<GetNodeRequest,Node>

getOperationsClient()

public final OperationsClient getOperationsClient()

Returns the OperationsClient that can be used to query the status of a long-running operation returned by another API method call.

Returns

Type	Description
OperationsClient

getSettings()

public final TpuSettings getSettings()

Returns

Type	Description
TpuSettings

getStub()

public TpuStub getStub()

Returns

Type	Description
TpuStub

getTensorFlowVersion(GetTensorFlowVersionRequest request)

public final TensorFlowVersion getTensorFlowVersion(GetTensorFlowVersionRequest request)

Gets TensorFlow Version.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   GetTensorFlowVersionRequest request =
       GetTensorFlowVersionRequest.newBuilder()
           .setName(
               TensorFlowVersionName.of("[PROJECT]", "[LOCATION]", "[TENSOR_FLOW_VERSION]")
                   .toString())
           .build();
   TensorFlowVersion response = tpuClient.getTensorFlowVersion(request);
 }
 

Parameter

Name	Description
request	GetTensorFlowVersionRequest The request object containing all of the parameters for the API call.

Returns

Type	Description
TensorFlowVersion

getTensorFlowVersion(TensorFlowVersionName name)

public final TensorFlowVersion getTensorFlowVersion(TensorFlowVersionName name)

Gets TensorFlow Version.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   TensorFlowVersionName name =
       TensorFlowVersionName.of("[PROJECT]", "[LOCATION]", "[TENSOR_FLOW_VERSION]");
   TensorFlowVersion response = tpuClient.getTensorFlowVersion(name);
 }
 

Parameter

Name	Description
name	TensorFlowVersionName Required. The resource name.

Returns

Type	Description
TensorFlowVersion

getTensorFlowVersion(String name)

public final TensorFlowVersion getTensorFlowVersion(String name)

Gets TensorFlow Version.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   String name =
       TensorFlowVersionName.of("[PROJECT]", "[LOCATION]", "[TENSOR_FLOW_VERSION]").toString();
   TensorFlowVersion response = tpuClient.getTensorFlowVersion(name);
 }
 

Parameter

Name	Description
name	String Required. The resource name.

Returns

Type	Description
TensorFlowVersion

getTensorFlowVersionCallable()

public final UnaryCallable<GetTensorFlowVersionRequest,TensorFlowVersion> getTensorFlowVersionCallable()

Gets TensorFlow Version.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   GetTensorFlowVersionRequest request =
       GetTensorFlowVersionRequest.newBuilder()
           .setName(
               TensorFlowVersionName.of("[PROJECT]", "[LOCATION]", "[TENSOR_FLOW_VERSION]")
                   .toString())
           .build();
   ApiFuture<TensorFlowVersion> future =
       tpuClient.getTensorFlowVersionCallable().futureCall(request);
   // Do something.
   TensorFlowVersion response = future.get();
 }
 

Returns

Type	Description
UnaryCallable<GetTensorFlowVersionRequest,TensorFlowVersion>

isShutdown()

public boolean isShutdown()

Returns

Type	Description
boolean

isTerminated()

public boolean isTerminated()

Returns

Type	Description
boolean

listAcceleratorTypes(AcceleratorTypeName parent)

public final TpuClient.ListAcceleratorTypesPagedResponse listAcceleratorTypes(AcceleratorTypeName parent)

Lists accelerator types supported by this API.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   AcceleratorTypeName parent =
       AcceleratorTypeName.of("[PROJECT]", "[LOCATION]", "[ACCELERATOR_TYPE]");
   for (AcceleratorType element : tpuClient.listAcceleratorTypes(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }
 

Parameter

Name	Description
parent	AcceleratorTypeName Required. The parent resource name.

Returns

Type	Description
TpuClient.ListAcceleratorTypesPagedResponse

listAcceleratorTypes(ListAcceleratorTypesRequest request)

public final TpuClient.ListAcceleratorTypesPagedResponse listAcceleratorTypes(ListAcceleratorTypesRequest request)

Lists accelerator types supported by this API.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   ListAcceleratorTypesRequest request =
       ListAcceleratorTypesRequest.newBuilder()
           .setParent(
               AcceleratorTypeName.of("[PROJECT]", "[LOCATION]", "[ACCELERATOR_TYPE]")
                   .toString())
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setFilter("filter-1274492040")
           .setOrderBy("orderBy-1207110587")
           .build();
   for (AcceleratorType element : tpuClient.listAcceleratorTypes(request).iterateAll()) {
     // doThingsWith(element);
   }
 }
 

Parameter

Name	Description
request	ListAcceleratorTypesRequest The request object containing all of the parameters for the API call.

Returns

Type	Description
TpuClient.ListAcceleratorTypesPagedResponse

listAcceleratorTypes(String parent)

public final TpuClient.ListAcceleratorTypesPagedResponse listAcceleratorTypes(String parent)

Lists accelerator types supported by this API.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   String parent =
       AcceleratorTypeName.of("[PROJECT]", "[LOCATION]", "[ACCELERATOR_TYPE]").toString();
   for (AcceleratorType element : tpuClient.listAcceleratorTypes(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }
 

Parameter

Name	Description
parent	String Required. The parent resource name.

Returns

Type	Description
TpuClient.ListAcceleratorTypesPagedResponse

listAcceleratorTypesCallable()

public final UnaryCallable<ListAcceleratorTypesRequest,ListAcceleratorTypesResponse> listAcceleratorTypesCallable()

Lists accelerator types supported by this API.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   ListAcceleratorTypesRequest request =
       ListAcceleratorTypesRequest.newBuilder()
           .setParent(
               AcceleratorTypeName.of("[PROJECT]", "[LOCATION]", "[ACCELERATOR_TYPE]")
                   .toString())
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setFilter("filter-1274492040")
           .setOrderBy("orderBy-1207110587")
           .build();
   while (true) {
     ListAcceleratorTypesResponse response =
         tpuClient.listAcceleratorTypesCallable().call(request);
     for (AcceleratorType element : response.getResponsesList()) {
       // doThingsWith(element);
     }
     String nextPageToken = response.getNextPageToken();
     if (!Strings.isNullOrEmpty(nextPageToken)) {
       request = request.toBuilder().setPageToken(nextPageToken).build();
     } else {
       break;
     }
   }
 }
 

Returns

Type	Description
UnaryCallable<ListAcceleratorTypesRequest,ListAcceleratorTypesResponse>

listAcceleratorTypesPagedCallable()

public final UnaryCallable<ListAcceleratorTypesRequest,TpuClient.ListAcceleratorTypesPagedResponse> listAcceleratorTypesPagedCallable()

Lists accelerator types supported by this API.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   ListAcceleratorTypesRequest request =
       ListAcceleratorTypesRequest.newBuilder()
           .setParent(
               AcceleratorTypeName.of("[PROJECT]", "[LOCATION]", "[ACCELERATOR_TYPE]")
                   .toString())
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setFilter("filter-1274492040")
           .setOrderBy("orderBy-1207110587")
           .build();
   ApiFuture<AcceleratorType> future =
       tpuClient.listAcceleratorTypesPagedCallable().futureCall(request);
   // Do something.
   for (AcceleratorType element : future.get().iterateAll()) {
     // doThingsWith(element);
   }
 }
 

Returns

Type	Description
UnaryCallable<ListAcceleratorTypesRequest,ListAcceleratorTypesPagedResponse>

listNodes(ListNodesRequest request)

public final TpuClient.ListNodesPagedResponse listNodes(ListNodesRequest request)

Lists nodes.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   ListNodesRequest request =
       ListNodesRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   for (Node element : tpuClient.listNodes(request).iterateAll()) {
     // doThingsWith(element);
   }
 }
 

Parameter

Name	Description
request	ListNodesRequest The request object containing all of the parameters for the API call.

Returns

Type	Description
TpuClient.ListNodesPagedResponse

listNodes(LocationName parent)

public final TpuClient.ListNodesPagedResponse listNodes(LocationName parent)

Lists nodes.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   for (Node element : tpuClient.listNodes(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }
 

Parameter

Name	Description
parent	LocationName Required. The parent resource name.

Returns

Type	Description
TpuClient.ListNodesPagedResponse

listNodes(String parent)

public final TpuClient.ListNodesPagedResponse listNodes(String parent)

Lists nodes.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   for (Node element : tpuClient.listNodes(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }
 

Parameter

Name	Description
parent	String Required. The parent resource name.

Returns

Type	Description
TpuClient.ListNodesPagedResponse

listNodesCallable()

public final UnaryCallable<ListNodesRequest,ListNodesResponse> listNodesCallable()

Lists nodes.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   ListNodesRequest request =
       ListNodesRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   while (true) {
     ListNodesResponse response = tpuClient.listNodesCallable().call(request);
     for (Node element : response.getResponsesList()) {
       // doThingsWith(element);
     }
     String nextPageToken = response.getNextPageToken();
     if (!Strings.isNullOrEmpty(nextPageToken)) {
       request = request.toBuilder().setPageToken(nextPageToken).build();
     } else {
       break;
     }
   }
 }
 

Returns

Type	Description
UnaryCallable<ListNodesRequest,ListNodesResponse>

listNodesPagedCallable()

public final UnaryCallable<ListNodesRequest,TpuClient.ListNodesPagedResponse> listNodesPagedCallable()

Lists nodes.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   ListNodesRequest request =
       ListNodesRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   ApiFuture<Node> future = tpuClient.listNodesPagedCallable().futureCall(request);
   // Do something.
   for (Node element : future.get().iterateAll()) {
     // doThingsWith(element);
   }
 }
 

Returns

Type	Description
UnaryCallable<ListNodesRequest,ListNodesPagedResponse>

listTensorFlowVersions(ListTensorFlowVersionsRequest request)

public final TpuClient.ListTensorFlowVersionsPagedResponse listTensorFlowVersions(ListTensorFlowVersionsRequest request)

List TensorFlow versions supported by this API.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   ListTensorFlowVersionsRequest request =
       ListTensorFlowVersionsRequest.newBuilder()
           .setParent(
               TensorFlowVersionName.of("[PROJECT]", "[LOCATION]", "[TENSOR_FLOW_VERSION]")
                   .toString())
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setFilter("filter-1274492040")
           .setOrderBy("orderBy-1207110587")
           .build();
   for (TensorFlowVersion element : tpuClient.listTensorFlowVersions(request).iterateAll()) {
     // doThingsWith(element);
   }
 }
 

Parameter

Name	Description
request	ListTensorFlowVersionsRequest The request object containing all of the parameters for the API call.

Returns

Type	Description
TpuClient.ListTensorFlowVersionsPagedResponse

listTensorFlowVersions(TensorFlowVersionName parent)

public final TpuClient.ListTensorFlowVersionsPagedResponse listTensorFlowVersions(TensorFlowVersionName parent)

List TensorFlow versions supported by this API.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   TensorFlowVersionName parent =
       TensorFlowVersionName.of("[PROJECT]", "[LOCATION]", "[TENSOR_FLOW_VERSION]");
   for (TensorFlowVersion element : tpuClient.listTensorFlowVersions(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }
 

Parameter

Name	Description
parent	TensorFlowVersionName Required. The parent resource name.

Returns

Type	Description
TpuClient.ListTensorFlowVersionsPagedResponse

listTensorFlowVersions(String parent)

public final TpuClient.ListTensorFlowVersionsPagedResponse listTensorFlowVersions(String parent)

List TensorFlow versions supported by this API.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   String parent =
       TensorFlowVersionName.of("[PROJECT]", "[LOCATION]", "[TENSOR_FLOW_VERSION]").toString();
   for (TensorFlowVersion element : tpuClient.listTensorFlowVersions(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }
 

Parameter

Name	Description
parent	String Required. The parent resource name.

Returns

Type	Description
TpuClient.ListTensorFlowVersionsPagedResponse

listTensorFlowVersionsCallable()

public final UnaryCallable<ListTensorFlowVersionsRequest,ListTensorFlowVersionsResponse> listTensorFlowVersionsCallable()

List TensorFlow versions supported by this API.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   ListTensorFlowVersionsRequest request =
       ListTensorFlowVersionsRequest.newBuilder()
           .setParent(
               TensorFlowVersionName.of("[PROJECT]", "[LOCATION]", "[TENSOR_FLOW_VERSION]")
                   .toString())
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setFilter("filter-1274492040")
           .setOrderBy("orderBy-1207110587")
           .build();
   while (true) {
     ListTensorFlowVersionsResponse response =
         tpuClient.listTensorFlowVersionsCallable().call(request);
     for (TensorFlowVersion element : response.getResponsesList()) {
       // doThingsWith(element);
     }
     String nextPageToken = response.getNextPageToken();
     if (!Strings.isNullOrEmpty(nextPageToken)) {
       request = request.toBuilder().setPageToken(nextPageToken).build();
     } else {
       break;
     }
   }
 }
 

Returns

Type	Description
UnaryCallable<ListTensorFlowVersionsRequest,ListTensorFlowVersionsResponse>

listTensorFlowVersionsPagedCallable()

public final UnaryCallable<ListTensorFlowVersionsRequest,TpuClient.ListTensorFlowVersionsPagedResponse> listTensorFlowVersionsPagedCallable()

List TensorFlow versions supported by this API.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   ListTensorFlowVersionsRequest request =
       ListTensorFlowVersionsRequest.newBuilder()
           .setParent(
               TensorFlowVersionName.of("[PROJECT]", "[LOCATION]", "[TENSOR_FLOW_VERSION]")
                   .toString())
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setFilter("filter-1274492040")
           .setOrderBy("orderBy-1207110587")
           .build();
   ApiFuture<TensorFlowVersion> future =
       tpuClient.listTensorFlowVersionsPagedCallable().futureCall(request);
   // Do something.
   for (TensorFlowVersion element : future.get().iterateAll()) {
     // doThingsWith(element);
   }
 }
 

Returns

Type	Description
UnaryCallable<ListTensorFlowVersionsRequest,ListTensorFlowVersionsPagedResponse>

reimageNodeAsync(ReimageNodeRequest request)

public final OperationFuture<Node,OperationMetadata> reimageNodeAsync(ReimageNodeRequest request)

Reimages a node's OS.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   ReimageNodeRequest request =
       ReimageNodeRequest.newBuilder()
           .setName("name3373707")
           .setTensorflowVersion("tensorflowVersion-470125103")
           .build();
   Node response = tpuClient.reimageNodeAsync(request).get();
 }
 

Parameter

Name	Description
request	ReimageNodeRequest The request object containing all of the parameters for the API call.

Returns

Type	Description
OperationFuture<Node,OperationMetadata>

reimageNodeCallable()

public final UnaryCallable<ReimageNodeRequest,Operation> reimageNodeCallable()

Reimages a node's OS.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   ReimageNodeRequest request =
       ReimageNodeRequest.newBuilder()
           .setName("name3373707")
           .setTensorflowVersion("tensorflowVersion-470125103")
           .build();
   ApiFuture<Operation> future = tpuClient.reimageNodeCallable().futureCall(request);
   // Do something.
   Operation response = future.get();
 }
 

Returns

Type	Description
UnaryCallable<ReimageNodeRequest,Operation>

reimageNodeOperationCallable()

public final OperationCallable<ReimageNodeRequest,Node,OperationMetadata> reimageNodeOperationCallable()

Reimages a node's OS.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   ReimageNodeRequest request =
       ReimageNodeRequest.newBuilder()
           .setName("name3373707")
           .setTensorflowVersion("tensorflowVersion-470125103")
           .build();
   OperationFuture<Node, OperationMetadata> future =
       tpuClient.reimageNodeOperationCallable().futureCall(request);
   // Do something.
   Node response = future.get();
 }
 

Returns

Type	Description
OperationCallable<ReimageNodeRequest,Node,OperationMetadata>

shutdown()

public void shutdown()

shutdownNow()

public void shutdownNow()

startNodeAsync(StartNodeRequest request)

public final OperationFuture<Node,OperationMetadata> startNodeAsync(StartNodeRequest request)

Starts a node.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   StartNodeRequest request = StartNodeRequest.newBuilder().setName("name3373707").build();
   Node response = tpuClient.startNodeAsync(request).get();
 }
 

Parameter

Name	Description
request	StartNodeRequest The request object containing all of the parameters for the API call.

Returns

Type	Description
OperationFuture<Node,OperationMetadata>

startNodeCallable()

public final UnaryCallable<StartNodeRequest,Operation> startNodeCallable()

Starts a node.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   StartNodeRequest request = StartNodeRequest.newBuilder().setName("name3373707").build();
   ApiFuture<Operation> future = tpuClient.startNodeCallable().futureCall(request);
   // Do something.
   Operation response = future.get();
 }
 

Returns

Type	Description
UnaryCallable<StartNodeRequest,Operation>

startNodeOperationCallable()

public final OperationCallable<StartNodeRequest,Node,OperationMetadata> startNodeOperationCallable()

Starts a node.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   StartNodeRequest request = StartNodeRequest.newBuilder().setName("name3373707").build();
   OperationFuture<Node, OperationMetadata> future =
       tpuClient.startNodeOperationCallable().futureCall(request);
   // Do something.
   Node response = future.get();
 }
 

Returns

Type	Description
OperationCallable<StartNodeRequest,Node,OperationMetadata>

stopNodeAsync(StopNodeRequest request)

public final OperationFuture<Node,OperationMetadata> stopNodeAsync(StopNodeRequest request)

Stops a node.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   StopNodeRequest request = StopNodeRequest.newBuilder().setName("name3373707").build();
   Node response = tpuClient.stopNodeAsync(request).get();
 }
 

Parameter

Name	Description
request	StopNodeRequest The request object containing all of the parameters for the API call.

Returns

Type	Description
OperationFuture<Node,OperationMetadata>

stopNodeCallable()

public final UnaryCallable<StopNodeRequest,Operation> stopNodeCallable()

Stops a node.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   StopNodeRequest request = StopNodeRequest.newBuilder().setName("name3373707").build();
   ApiFuture<Operation> future = tpuClient.stopNodeCallable().futureCall(request);
   // Do something.
   Operation response = future.get();
 }
 

Returns

Type	Description
UnaryCallable<StopNodeRequest,Operation>

stopNodeOperationCallable()

public final OperationCallable<StopNodeRequest,Node,OperationMetadata> stopNodeOperationCallable()

Stops a node.

Sample code:

 try (TpuClient tpuClient = TpuClient.create()) {
   StopNodeRequest request = StopNodeRequest.newBuilder().setName("name3373707").build();
   OperationFuture<Node, OperationMetadata> future =
       tpuClient.stopNodeOperationCallable().futureCall(request);
   // Do something.
   Node response = future.get();
 }
 

Returns

Type	Description
OperationCallable<StopNodeRequest,Node,OperationMetadata>