Manages TPU nodes and other resources.
TPU API v1
Equality
Instances of this class created via copy-construction or copy-assignment always compare equal. Instances created with equal std::shared_ptr<*Connection>
objects compare equal. Objects that compare equal share the same underlying resources.
Performance
Creating a new instance of this class is a relatively expensive operation, new objects establish new connections to the service. In contrast, copy-construction, move-construction, and the corresponding assignment operations are relatively efficient as the copies share all underlying resources.
Thread Safety
Concurrent access to different instances of this class, even if they compare equal, is guaranteed to work. Two or more threads operating on the same instance of this class is not guaranteed to work. Since copy-construction and move-construction is a relatively efficient operation, consider using such a copy when using this class from multiple threads.
Constructors
TpuClient(TpuClient const &)
Copy and move support
Parameter | |
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Name | Description |
|
TpuClient const &
|
TpuClient(TpuClient &&)
Copy and move support
Parameter | |
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Name | Description |
|
TpuClient &&
|
TpuClient(std::shared_ptr< TpuConnection >, Options)
Parameters | |
---|---|
Name | Description |
connection |
std::shared_ptr< TpuConnection >
|
opts |
Options
|
Operators
operator=(TpuClient const &)
Copy and move support
Parameter | |
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Name | Description |
|
TpuClient const &
|
Returns | |
---|---|
Type | Description |
TpuClient & |
operator=(TpuClient &&)
Copy and move support
Parameter | |
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Name | Description |
|
TpuClient &&
|
Returns | |
---|---|
Type | Description |
TpuClient & |
Functions
ListNodes(std::string const &, Options)
Lists nodes.
Parameters | |
---|---|
Name | Description |
parent |
std::string const &
Required. The parent resource name. |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
Returns | |
---|---|
Type | Description |
StreamRange< google::cloud::tpu::v1::Node > |
a StreamRange to iterate of the results. See the documentation of this type for details. In brief, this class has |
ListNodes(google::cloud::tpu::v1::ListNodesRequest, Options)
Lists nodes.
Parameters | |
---|---|
Name | Description |
request |
google::cloud::tpu::v1::ListNodesRequest
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
Returns | |
---|---|
Type | Description |
StreamRange< google::cloud::tpu::v1::Node > |
a StreamRange to iterate of the results. See the documentation of this type for details. In brief, this class has |
GetNode(std::string const &, Options)
Gets the details of a node.
Parameters | |
---|---|
Name | Description |
name |
std::string const &
Required. The resource name. |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
Returns | |
---|---|
Type | Description |
StatusOr< google::cloud::tpu::v1::Node > |
the result of the RPC. The response message type (google.cloud.tpu.v1.Node) is mapped to a C++ class using the Protobuf mapping rules. If the request fails, the |
GetNode(google::cloud::tpu::v1::GetNodeRequest const &, Options)
Gets the details of a node.
Parameters | |
---|---|
Name | Description |
request |
google::cloud::tpu::v1::GetNodeRequest const &
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
Returns | |
---|---|
Type | Description |
StatusOr< google::cloud::tpu::v1::Node > |
the result of the RPC. The response message type (google.cloud.tpu.v1.Node) is mapped to a C++ class using the Protobuf mapping rules. If the request fails, the |
CreateNode(std::string const &, google::cloud::tpu::v1::Node const &, std::string const &, Options)
Creates a node.
Parameters | |
---|---|
Name | Description |
parent |
std::string const &
Required. The parent resource name. |
node |
google::cloud::tpu::v1::Node const &
Required. The node. |
node_id |
std::string const &
The unqualified resource name. |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
Returns | |
---|---|
Type | Description |
future< StatusOr< google::cloud::tpu::v1::Node > > |
A |
CreateNode(NoAwaitTag, std::string const &, google::cloud::tpu::v1::Node const &, std::string const &, Options)
Creates a node.
Specifying the NoAwaitTag
immediately returns the [google::longrunning::Operation
] that corresponds to the Long Running Operation that has been started. No polling for operation status occurs.
Parameters | |
---|---|
Name | Description |
|
NoAwaitTag
|
parent |
std::string const &
|
node |
google::cloud::tpu::v1::Node const &
|
node_id |
std::string const &
|
opts |
Options
|
Returns | |
---|---|
Type | Description |
StatusOr< google::longrunning::Operation > |
CreateNode(google::cloud::tpu::v1::CreateNodeRequest const &, Options)
Creates a node.
Parameters | |
---|---|
Name | Description |
request |
google::cloud::tpu::v1::CreateNodeRequest const &
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
Returns | |
---|---|
Type | Description |
future< StatusOr< google::cloud::tpu::v1::Node > > |
A |
CreateNode(NoAwaitTag, google::cloud::tpu::v1::CreateNodeRequest const &, Options)
Creates a node.
Specifying the NoAwaitTag
immediately returns the [google::longrunning::Operation
] that corresponds to the Long Running Operation that has been started. No polling for operation status occurs.
Parameters | |
---|---|
Name | Description |
|
NoAwaitTag
|
request |
google::cloud::tpu::v1::CreateNodeRequest const &
|
opts |
Options
|
Returns | |
---|---|
Type | Description |
StatusOr< google::longrunning::Operation > |
CreateNode(google::longrunning::Operation const &, Options)
Creates a node.
This method accepts a google::longrunning::Operation
that corresponds to a previously started Long Running Operation (LRO) and polls the status of the LRO in the background.
Parameters | |
---|---|
Name | Description |
operation |
google::longrunning::Operation const &
|
opts |
Options
|
Returns | |
---|---|
Type | Description |
future< StatusOr< google::cloud::tpu::v1::Node > > |
DeleteNode(std::string const &, Options)
Deletes a node.
Parameters | |
---|---|
Name | Description |
name |
std::string const &
Required. The resource name. |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
Returns | |
---|---|
Type | Description |
future< StatusOr< google::cloud::tpu::v1::Node > > |
A |
DeleteNode(NoAwaitTag, std::string const &, Options)
Deletes a node.
Specifying the NoAwaitTag
immediately returns the [google::longrunning::Operation
] that corresponds to the Long Running Operation that has been started. No polling for operation status occurs.
Parameters | |
---|---|
Name | Description |
|
NoAwaitTag
|
name |
std::string const &
|
opts |
Options
|
Returns | |
---|---|
Type | Description |
StatusOr< google::longrunning::Operation > |
DeleteNode(google::cloud::tpu::v1::DeleteNodeRequest const &, Options)
Deletes a node.
Parameters | |
---|---|
Name | Description |
request |
google::cloud::tpu::v1::DeleteNodeRequest const &
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
Returns | |
---|---|
Type | Description |
future< StatusOr< google::cloud::tpu::v1::Node > > |
A |
DeleteNode(NoAwaitTag, google::cloud::tpu::v1::DeleteNodeRequest const &, Options)
Deletes a node.
Specifying the NoAwaitTag
immediately returns the [google::longrunning::Operation
] that corresponds to the Long Running Operation that has been started. No polling for operation status occurs.
Parameters | |
---|---|
Name | Description |
|
NoAwaitTag
|
request |
google::cloud::tpu::v1::DeleteNodeRequest const &
|
opts |
Options
|
Returns | |
---|---|
Type | Description |
StatusOr< google::longrunning::Operation > |
DeleteNode(google::longrunning::Operation const &, Options)
Deletes a node.
This method accepts a google::longrunning::Operation
that corresponds to a previously started Long Running Operation (LRO) and polls the status of the LRO in the background.
Parameters | |
---|---|
Name | Description |
operation |
google::longrunning::Operation const &
|
opts |
Options
|
Returns | |
---|---|
Type | Description |
future< StatusOr< google::cloud::tpu::v1::Node > > |
ReimageNode(google::cloud::tpu::v1::ReimageNodeRequest const &, Options)
Reimages a node's OS.
Parameters | |
---|---|
Name | Description |
request |
google::cloud::tpu::v1::ReimageNodeRequest const &
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
Returns | |
---|---|
Type | Description |
future< StatusOr< google::cloud::tpu::v1::Node > > |
A |
ReimageNode(NoAwaitTag, google::cloud::tpu::v1::ReimageNodeRequest const &, Options)
Reimages a node's OS.
Specifying the NoAwaitTag
immediately returns the [google::longrunning::Operation
] that corresponds to the Long Running Operation that has been started. No polling for operation status occurs.
Parameters | |
---|---|
Name | Description |
|
NoAwaitTag
|
request |
google::cloud::tpu::v1::ReimageNodeRequest const &
|
opts |
Options
|
Returns | |
---|---|
Type | Description |
StatusOr< google::longrunning::Operation > |
ReimageNode(google::longrunning::Operation const &, Options)
Reimages a node's OS.
This method accepts a google::longrunning::Operation
that corresponds to a previously started Long Running Operation (LRO) and polls the status of the LRO in the background.
Parameters | |
---|---|
Name | Description |
operation |
google::longrunning::Operation const &
|
opts |
Options
|
Returns | |
---|---|
Type | Description |
future< StatusOr< google::cloud::tpu::v1::Node > > |
StopNode(google::cloud::tpu::v1::StopNodeRequest const &, Options)
Stops a node, this operation is only available with single TPU nodes.
Parameters | |
---|---|
Name | Description |
request |
google::cloud::tpu::v1::StopNodeRequest const &
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
Returns | |
---|---|
Type | Description |
future< StatusOr< google::cloud::tpu::v1::Node > > |
A |
StopNode(NoAwaitTag, google::cloud::tpu::v1::StopNodeRequest const &, Options)
Stops a node, this operation is only available with single TPU nodes.
Specifying the NoAwaitTag
immediately returns the [google::longrunning::Operation
] that corresponds to the Long Running Operation that has been started. No polling for operation status occurs.
Parameters | |
---|---|
Name | Description |
|
NoAwaitTag
|
request |
google::cloud::tpu::v1::StopNodeRequest const &
|
opts |
Options
|
Returns | |
---|---|
Type | Description |
StatusOr< google::longrunning::Operation > |
StopNode(google::longrunning::Operation const &, Options)
Stops a node, this operation is only available with single TPU nodes.
This method accepts a google::longrunning::Operation
that corresponds to a previously started Long Running Operation (LRO) and polls the status of the LRO in the background.
Parameters | |
---|---|
Name | Description |
operation |
google::longrunning::Operation const &
|
opts |
Options
|
Returns | |
---|---|
Type | Description |
future< StatusOr< google::cloud::tpu::v1::Node > > |
StartNode(google::cloud::tpu::v1::StartNodeRequest const &, Options)
Starts a node.
Parameters | |
---|---|
Name | Description |
request |
google::cloud::tpu::v1::StartNodeRequest const &
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
Returns | |
---|---|
Type | Description |
future< StatusOr< google::cloud::tpu::v1::Node > > |
A |
StartNode(NoAwaitTag, google::cloud::tpu::v1::StartNodeRequest const &, Options)
Starts a node.
Specifying the NoAwaitTag
immediately returns the [google::longrunning::Operation
] that corresponds to the Long Running Operation that has been started. No polling for operation status occurs.
Parameters | |
---|---|
Name | Description |
|
NoAwaitTag
|
request |
google::cloud::tpu::v1::StartNodeRequest const &
|
opts |
Options
|
Returns | |
---|---|
Type | Description |
StatusOr< google::longrunning::Operation > |
StartNode(google::longrunning::Operation const &, Options)
Starts a node.
This method accepts a google::longrunning::Operation
that corresponds to a previously started Long Running Operation (LRO) and polls the status of the LRO in the background.
Parameters | |
---|---|
Name | Description |
operation |
google::longrunning::Operation const &
|
opts |
Options
|
Returns | |
---|---|
Type | Description |
future< StatusOr< google::cloud::tpu::v1::Node > > |
ListTensorFlowVersions(std::string const &, Options)
List TensorFlow versions supported by this API.
Parameters | |
---|---|
Name | Description |
parent |
std::string const &
Required. The parent resource name. |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
Returns | |
---|---|
Type | Description |
StreamRange< google::cloud::tpu::v1::TensorFlowVersion > |
a StreamRange to iterate of the results. See the documentation of this type for details. In brief, this class has |
ListTensorFlowVersions(google::cloud::tpu::v1::ListTensorFlowVersionsRequest, Options)
List TensorFlow versions supported by this API.
Parameters | |
---|---|
Name | Description |
request |
google::cloud::tpu::v1::ListTensorFlowVersionsRequest
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
Returns | |
---|---|
Type | Description |
StreamRange< google::cloud::tpu::v1::TensorFlowVersion > |
a StreamRange to iterate of the results. See the documentation of this type for details. In brief, this class has |
GetTensorFlowVersion(std::string const &, Options)
Gets TensorFlow Version.
Parameters | |
---|---|
Name | Description |
name |
std::string const &
Required. The resource name. |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
Returns | |
---|---|
Type | Description |
StatusOr< google::cloud::tpu::v1::TensorFlowVersion > |
the result of the RPC. The response message type (google.cloud.tpu.v1.TensorFlowVersion) is mapped to a C++ class using the Protobuf mapping rules. If the request fails, the |
GetTensorFlowVersion(google::cloud::tpu::v1::GetTensorFlowVersionRequest const &, Options)
Gets TensorFlow Version.
Parameters | |
---|---|
Name | Description |
request |
google::cloud::tpu::v1::GetTensorFlowVersionRequest const &
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
Returns | |
---|---|
Type | Description |
StatusOr< google::cloud::tpu::v1::TensorFlowVersion > |
the result of the RPC. The response message type (google.cloud.tpu.v1.TensorFlowVersion) is mapped to a C++ class using the Protobuf mapping rules. If the request fails, the |
ListAcceleratorTypes(std::string const &, Options)
Lists accelerator types supported by this API.
Parameters | |
---|---|
Name | Description |
parent |
std::string const &
Required. The parent resource name. |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
Returns | |
---|---|
Type | Description |
StreamRange< google::cloud::tpu::v1::AcceleratorType > |
a StreamRange to iterate of the results. See the documentation of this type for details. In brief, this class has |
ListAcceleratorTypes(google::cloud::tpu::v1::ListAcceleratorTypesRequest, Options)
Lists accelerator types supported by this API.
Parameters | |
---|---|
Name | Description |
request |
google::cloud::tpu::v1::ListAcceleratorTypesRequest
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
Returns | |
---|---|
Type | Description |
StreamRange< google::cloud::tpu::v1::AcceleratorType > |
a StreamRange to iterate of the results. See the documentation of this type for details. In brief, this class has |
GetAcceleratorType(std::string const &, Options)
Gets AcceleratorType.
Parameters | |
---|---|
Name | Description |
name |
std::string const &
Required. The resource name. |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
Returns | |
---|---|
Type | Description |
StatusOr< google::cloud::tpu::v1::AcceleratorType > |
the result of the RPC. The response message type (google.cloud.tpu.v1.AcceleratorType) is mapped to a C++ class using the Protobuf mapping rules. If the request fails, the |
GetAcceleratorType(google::cloud::tpu::v1::GetAcceleratorTypeRequest const &, Options)
Gets AcceleratorType.
Parameters | |
---|---|
Name | Description |
request |
google::cloud::tpu::v1::GetAcceleratorTypeRequest const &
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
Returns | |
---|---|
Type | Description |
StatusOr< google::cloud::tpu::v1::AcceleratorType > |
the result of the RPC. The response message type (google.cloud.tpu.v1.AcceleratorType) is mapped to a C++ class using the Protobuf mapping rules. If the request fails, the |
ListLocations(google::cloud::location::ListLocationsRequest, Options)
Lists information about the supported locations for this service.
Parameters | |
---|---|
Name | Description |
request |
google::cloud::location::ListLocationsRequest
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
Returns | |
---|---|
Type | Description |
StreamRange< google::cloud::location::Location > |
a StreamRange to iterate of the results. See the documentation of this type for details. In brief, this class has |
GetLocation(google::cloud::location::GetLocationRequest const &, Options)
Gets information about a location.
Parameters | |
---|---|
Name | Description |
request |
google::cloud::location::GetLocationRequest const &
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
Returns | |
---|---|
Type | Description |
StatusOr< google::cloud::location::Location > |
the result of the RPC. The response message type (google.cloud.location.Location) is mapped to a C++ class using the Protobuf mapping rules. If the request fails, the |
ListOperations(std::string const &, std::string const &, Options)
Lists operations that match the specified filter in the request.
If the server doesn't support this method, it returns UNIMPLEMENTED
.
Parameters | |
---|---|
Name | Description |
name |
std::string const &
The name of the operation's parent resource. |
filter |
std::string const &
The standard list filter. |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
Returns | |
---|---|
Type | Description |
StreamRange< google::longrunning::Operation > |
a StreamRange to iterate of the results. See the documentation of this type for details. In brief, this class has |
ListOperations(google::longrunning::ListOperationsRequest, Options)
Lists operations that match the specified filter in the request.
If the server doesn't support this method, it returns UNIMPLEMENTED
.
Parameters | |
---|---|
Name | Description |
request |
google::longrunning::ListOperationsRequest
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
Returns | |
---|---|
Type | Description |
StreamRange< google::longrunning::Operation > |
a StreamRange to iterate of the results. See the documentation of this type for details. In brief, this class has |
GetOperation(std::string const &, Options)
Gets the latest state of a long-running operation.
Clients can use this method to poll the operation result at intervals as recommended by the API service.
Parameters | |
---|---|
Name | Description |
name |
std::string const &
The name of the operation resource. |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
Returns | |
---|---|
Type | Description |
StatusOr< google::longrunning::Operation > |
the result of the RPC. The response message type (google.longrunning.Operation) is mapped to a C++ class using the Protobuf mapping rules. If the request fails, the |
GetOperation(google::longrunning::GetOperationRequest const &, Options)
Gets the latest state of a long-running operation.
Clients can use this method to poll the operation result at intervals as recommended by the API service.
Parameters | |
---|---|
Name | Description |
request |
google::longrunning::GetOperationRequest const &
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
Returns | |
---|---|
Type | Description |
StatusOr< google::longrunning::Operation > |
the result of the RPC. The response message type (google.longrunning.Operation) is mapped to a C++ class using the Protobuf mapping rules. If the request fails, the |
DeleteOperation(std::string const &, Options)
Deletes a long-running operation.
This method indicates that the client is no longer interested in the operation result. It does not cancel the operation. If the server doesn't support this method, it returns google.rpc.Code.UNIMPLEMENTED
.
Parameters | |
---|---|
Name | Description |
name |
std::string const &
The name of the operation resource to be deleted. |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
Returns | |
---|---|
Type | Description |
Status |
a |
DeleteOperation(google::longrunning::DeleteOperationRequest const &, Options)
Deletes a long-running operation.
This method indicates that the client is no longer interested in the operation result. It does not cancel the operation. If the server doesn't support this method, it returns google.rpc.Code.UNIMPLEMENTED
.
Parameters | |
---|---|
Name | Description |
request |
google::longrunning::DeleteOperationRequest const &
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
Returns | |
---|---|
Type | Description |
Status |
a |
CancelOperation(std::string const &, Options)
Starts asynchronous cancellation on a long-running operation.
The server makes a best effort to cancel the operation, but success is not guaranteed. If the server doesn't support this method, it returns google.rpc.Code.UNIMPLEMENTED
. Clients can use Operations.GetOperation or other methods to check whether the cancellation succeeded or whether the operation completed despite cancellation. On successful cancellation, the operation is not deleted; instead, it becomes an operation with an Operation.error value with a google.rpc.Status.code of 1
, corresponding to Code.CANCELLED
.
Parameters | |
---|---|
Name | Description |
name |
std::string const &
The name of the operation resource to be cancelled. |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
Returns | |
---|---|
Type | Description |
Status |
a |
CancelOperation(google::longrunning::CancelOperationRequest const &, Options)
Starts asynchronous cancellation on a long-running operation.
The server makes a best effort to cancel the operation, but success is not guaranteed. If the server doesn't support this method, it returns google.rpc.Code.UNIMPLEMENTED
. Clients can use Operations.GetOperation or other methods to check whether the cancellation succeeded or whether the operation completed despite cancellation. On successful cancellation, the operation is not deleted; instead, it becomes an operation with an Operation.error value with a google.rpc.Status.code of 1
, corresponding to Code.CANCELLED
.
Parameters | |
---|---|
Name | Description |
request |
google::longrunning::CancelOperationRequest const &
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
Returns | |
---|---|
Type | Description |
Status |
a |