Class TpuClient

Manages TPU nodes and other resources TPU API v1

Inheritance

builtins.object > TpuClient

Properties

transport

Returns the transport used by the client instance.

Returns
TypeDescription
TpuTransportThe transport used by the client instance.

Methods

__exit__

__exit__(type, value, traceback)

Releases underlying transport's resources.

.. warning:: ONLY use as a context manager if the transport is NOT shared with other clients! Exiting the with block will CLOSE the transport and may cause errors in other clients!

accelerator_type_path

accelerator_type_path(project: str, location: str, accelerator_type: str)

Returns a fully-qualified accelerator_type string.

Parameters
NameDescription
project str
location str
accelerator_type str

common_billing_account_path

common_billing_account_path(billing_account: str)

Returns a fully-qualified billing_account string.

Parameter
NameDescription
billing_account str

common_folder_path

common_folder_path(folder: str)

Returns a fully-qualified folder string.

Parameter
NameDescription
folder str

common_location_path

common_location_path(project: str, location: str)

Returns a fully-qualified location string.

Parameters
NameDescription
project str
location str

common_organization_path

common_organization_path(organization: str)

Returns a fully-qualified organization string.

Parameter
NameDescription
organization str

common_project_path

common_project_path(project: str)

Returns a fully-qualified project string.

Parameter
NameDescription
project str

create_node

create_node(request: Optional[Union[google.cloud.tpu_v1.types.cloud_tpu.CreateNodeRequest, dict]] = None, *, parent: Optional[str] = None, node: Optional[google.cloud.tpu_v1.types.cloud_tpu.Node] = None, node_id: Optional[str] = None, retry: Union[google.api_core.retry.Retry, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Creates a node.

Parameters
NameDescription
request Union[google.cloud.tpu_v1.types.CreateNodeRequest, dict]

The request object. Request for CreateNode.

parent str

Required. The parent resource name. This corresponds to the parent field on the request instance; if request is provided, this should not be set.

node google.cloud.tpu_v1.types.Node

Required. The node. This corresponds to the node field on the request instance; if request is provided, this should not be set.

node_id str

The unqualified resource name. This corresponds to the node_id field on the request instance; if request is provided, this should not be set.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.api_core.operation.OperationAn object representing a long-running operation. The result type for the operation will be Node A TPU instance.

delete_node

delete_node(request: Optional[Union[google.cloud.tpu_v1.types.cloud_tpu.DeleteNodeRequest, dict]] = None, *, name: Optional[str] = None, retry: Union[google.api_core.retry.Retry, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Deletes a node.

Parameters
NameDescription
request Union[google.cloud.tpu_v1.types.DeleteNodeRequest, dict]

The request object. Request for DeleteNode.

name str

Required. The resource name. This corresponds to the name field on the request instance; if request is provided, this should not be set.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.api_core.operation.OperationAn object representing a long-running operation. The result type for the operation will be Node A TPU instance.

from_service_account_file

from_service_account_file(filename: str, *args, **kwargs)

Creates an instance of this client using the provided credentials file.

Parameters
NameDescription
filename str

The path to the service account private key json file.

args

Additional arguments to pass to the constructor.

kwargs

Additional arguments to pass to the constructor.

Returns
TypeDescription
TpuClientThe constructed client.

from_service_account_info

from_service_account_info(info: dict, *args, **kwargs)

Creates an instance of this client using the provided credentials info.

Parameters
NameDescription
info dict

The service account private key info.

args

Additional arguments to pass to the constructor.

kwargs

Additional arguments to pass to the constructor.

Returns
TypeDescription
TpuClientThe constructed client.

from_service_account_json

from_service_account_json(filename: str, *args, **kwargs)

Creates an instance of this client using the provided credentials file.

Parameters
NameDescription
filename str

The path to the service account private key json file.

args

Additional arguments to pass to the constructor.

kwargs

Additional arguments to pass to the constructor.

Returns
TypeDescription
TpuClientThe constructed client.

get_accelerator_type

get_accelerator_type(request: Optional[Union[google.cloud.tpu_v1.types.cloud_tpu.GetAcceleratorTypeRequest, dict]] = None, *, name: Optional[str] = None, retry: Union[google.api_core.retry.Retry, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Gets AcceleratorType.

Parameters
NameDescription
request Union[google.cloud.tpu_v1.types.GetAcceleratorTypeRequest, dict]

The request object. Request for GetAcceleratorType.

name str

Required. The resource name. This corresponds to the name field on the request instance; if request is provided, this should not be set.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.cloud.tpu_v1.types.AcceleratorTypeA accelerator type that a Node can be configured with.

get_node

get_node(request: Optional[Union[google.cloud.tpu_v1.types.cloud_tpu.GetNodeRequest, dict]] = None, *, name: Optional[str] = None, retry: Union[google.api_core.retry.Retry, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Gets the details of a node.

Parameters
NameDescription
request Union[google.cloud.tpu_v1.types.GetNodeRequest, dict]

The request object. Request for GetNode.

name str

Required. The resource name. This corresponds to the name field on the request instance; if request is provided, this should not be set.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.cloud.tpu_v1.types.NodeA TPU instance.

get_tensor_flow_version

get_tensor_flow_version(request: Optional[Union[google.cloud.tpu_v1.types.cloud_tpu.GetTensorFlowVersionRequest, dict]] = None, *, name: Optional[str] = None, retry: Union[google.api_core.retry.Retry, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Gets TensorFlow Version.

Parameters
NameDescription
request Union[google.cloud.tpu_v1.types.GetTensorFlowVersionRequest, dict]

The request object. Request for GetTensorFlowVersion.

name str

Required. The resource name. This corresponds to the name field on the request instance; if request is provided, this should not be set.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.cloud.tpu_v1.types.TensorFlowVersionA tensorflow version that a Node can be configured with.

list_accelerator_types

list_accelerator_types(request: Optional[Union[google.cloud.tpu_v1.types.cloud_tpu.ListAcceleratorTypesRequest, dict]] = None, *, parent: Optional[str] = None, retry: Union[google.api_core.retry.Retry, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Lists accelerator types supported by this API.

Parameters
NameDescription
request Union[google.cloud.tpu_v1.types.ListAcceleratorTypesRequest, dict]

The request object. Request for ListAcceleratorTypes.

parent str

Required. The parent resource name. This corresponds to the parent field on the request instance; if request is provided, this should not be set.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.cloud.tpu_v1.services.tpu.pagers.ListAcceleratorTypesPagerResponse for ListAcceleratorTypes. Iterating over this object will yield results and resolve additional pages automatically.

list_nodes

list_nodes(request: Optional[Union[google.cloud.tpu_v1.types.cloud_tpu.ListNodesRequest, dict]] = None, *, parent: Optional[str] = None, retry: Union[google.api_core.retry.Retry, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Lists nodes.

Parameters
NameDescription
request Union[google.cloud.tpu_v1.types.ListNodesRequest, dict]

The request object. Request for ListNodes.

parent str

Required. The parent resource name. This corresponds to the parent field on the request instance; if request is provided, this should not be set.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.cloud.tpu_v1.services.tpu.pagers.ListNodesPagerResponse for ListNodes. Iterating over this object will yield results and resolve additional pages automatically.

list_tensor_flow_versions

list_tensor_flow_versions(request: Optional[Union[google.cloud.tpu_v1.types.cloud_tpu.ListTensorFlowVersionsRequest, dict]] = None, *, parent: Optional[str] = None, retry: Union[google.api_core.retry.Retry, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

List TensorFlow versions supported by this API.

Parameters
NameDescription
request Union[google.cloud.tpu_v1.types.ListTensorFlowVersionsRequest, dict]

The request object. Request for ListTensorFlowVersions.

parent str

Required. The parent resource name. This corresponds to the parent field on the request instance; if request is provided, this should not be set.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.cloud.tpu_v1.services.tpu.pagers.ListTensorFlowVersionsPagerResponse for ListTensorFlowVersions. Iterating over this object will yield results and resolve additional pages automatically.

node_path

node_path(project: str, location: str, node: str)

Returns a fully-qualified node string.

Parameters
NameDescription
project str
location str
node str

parse_accelerator_type_path

parse_accelerator_type_path(path: str)

Parses a accelerator_type path into its component segments.

Parameter
NameDescription
path str

parse_common_billing_account_path

parse_common_billing_account_path(path: str)

Parse a billing_account path into its component segments.

Parameter
NameDescription
path str

parse_common_folder_path

parse_common_folder_path(path: str)

Parse a folder path into its component segments.

Parameter
NameDescription
path str

parse_common_location_path

parse_common_location_path(path: str)

Parse a location path into its component segments.

Parameter
NameDescription
path str

parse_common_organization_path

parse_common_organization_path(path: str)

Parse a organization path into its component segments.

Parameter
NameDescription
path str

parse_common_project_path

parse_common_project_path(path: str)

Parse a project path into its component segments.

Parameter
NameDescription
path str

parse_node_path

parse_node_path(path: str)

Parses a node path into its component segments.

Parameter
NameDescription
path str

parse_tensor_flow_version_path

parse_tensor_flow_version_path(path: str)

Parses a tensor_flow_version path into its component segments.

Parameter
NameDescription
path str

reimage_node

reimage_node(request: Optional[Union[google.cloud.tpu_v1.types.cloud_tpu.ReimageNodeRequest, dict]] = None, *, retry: Union[google.api_core.retry.Retry, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Reimages a node's OS.

Parameters
NameDescription
request Union[google.cloud.tpu_v1.types.ReimageNodeRequest, dict]

The request object. Request for ReimageNode.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.api_core.operation.OperationAn object representing a long-running operation. The result type for the operation will be Node A TPU instance.

start_node

start_node(request: Optional[Union[google.cloud.tpu_v1.types.cloud_tpu.StartNodeRequest, dict]] = None, *, retry: Union[google.api_core.retry.Retry, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Starts a node.

Parameters
NameDescription
request Union[google.cloud.tpu_v1.types.StartNodeRequest, dict]

The request object. Request for StartNode.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.api_core.operation.OperationAn object representing a long-running operation. The result type for the operation will be Node A TPU instance.

stop_node

stop_node(request: Optional[Union[google.cloud.tpu_v1.types.cloud_tpu.StopNodeRequest, dict]] = None, *, retry: Union[google.api_core.retry.Retry, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Stops a node.

Parameters
NameDescription
request Union[google.cloud.tpu_v1.types.StopNodeRequest, dict]

The request object. Request for StopNode.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.api_core.operation.OperationAn object representing a long-running operation. The result type for the operation will be Node A TPU instance.

tensor_flow_version_path

tensor_flow_version_path(project: str, location: str, tensor_flow_version: str)

Returns a fully-qualified tensor_flow_version string.

Parameters
NameDescription
project str
location str
tensor_flow_version str