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Package tpu is an auto-generated package for the Cloud TPU API.
TPU API provides customers with access to Google TPU technology.
Use of Context
The ctx passed to NewClient is used for authentication requests and for creating the underlying connection, but is not used for subsequent calls. Individual methods on the client use the ctx given to them.
To close the open connection, use the Close() method.
For information about setting deadlines, reusing contexts, and more please visit https://pkg.go.dev/cloud.google.com/go.
Functions
func DefaultAuthScopes
func DefaultAuthScopes() []string
DefaultAuthScopes reports the default set of authentication scopes to use with this package.
AcceleratorTypeIterator
type AcceleratorTypeIterator struct {
// Response is the raw response for the current page.
// It must be cast to the RPC response type.
// Calling Next() or InternalFetch() updates this value.
Response interface{}
// InternalFetch is for use by the Google Cloud Libraries only.
// It is not part of the stable interface of this package.
//
// InternalFetch returns results from a single call to the underlying RPC.
// The number of results is no greater than pageSize.
// If there are no more results, nextPageToken is empty and err is nil.
InternalFetch func(pageSize int, pageToken string) (results []*tpupb.AcceleratorType, nextPageToken string, err error)
// contains filtered or unexported fields
}
AcceleratorTypeIterator manages a stream of *tpupb.AcceleratorType.
func (*AcceleratorTypeIterator) Next
func (it *AcceleratorTypeIterator) Next() (*tpupb.AcceleratorType, error)
Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.
func (*AcceleratorTypeIterator) PageInfo
func (it *AcceleratorTypeIterator) PageInfo() *iterator.PageInfo
PageInfo supports pagination. See the google.golang.org/api/iterator package for details.
CallOptions
type CallOptions struct {
ListNodes []gax.CallOption
GetNode []gax.CallOption
CreateNode []gax.CallOption
DeleteNode []gax.CallOption
ReimageNode []gax.CallOption
StopNode []gax.CallOption
StartNode []gax.CallOption
ListTensorFlowVersions []gax.CallOption
GetTensorFlowVersion []gax.CallOption
ListAcceleratorTypes []gax.CallOption
GetAcceleratorType []gax.CallOption
}
CallOptions contains the retry settings for each method of Client.
Client
type Client struct {
// The call options for this service.
CallOptions *CallOptions
// LROClient is used internally to handle long-running operations.
// It is exposed so that its CallOptions can be modified if required.
// Users should not Close this client.
LROClient *lroauto.OperationsClient
// contains filtered or unexported fields
}
Client is a client for interacting with Cloud TPU API. Methods, except Close, may be called concurrently. However, fields must not be modified concurrently with method calls.
Manages TPU nodes and other resources
TPU API v1
func NewClient
NewClient creates a new tpu client based on gRPC. The returned client must be Closed when it is done being used to clean up its underlying connections.
Manages TPU nodes and other resources
TPU API v1
Example
package main
import (
"context"
tpu "cloud.google.com/go/tpu/apiv1"
)
func main() {
ctx := context.Background()
c, err := tpu.NewClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
// TODO: Use client.
_ = c
}
func (*Client) Close
Close closes the connection to the API service. The user should invoke this when the client is no longer required.
func (*Client) Connection
func (c *Client) Connection() *grpc.ClientConn
Connection returns a connection to the API service.
Deprecated.
func (*Client) CreateNode
func (c *Client) CreateNode(ctx context.Context, req *tpupb.CreateNodeRequest, opts ...gax.CallOption) (*CreateNodeOperation, error)
CreateNode creates a node.
Example
package main
import (
"context"
tpu "cloud.google.com/go/tpu/apiv1"
tpupb "google.golang.org/genproto/googleapis/cloud/tpu/v1"
)
func main() {
ctx := context.Background()
c, err := tpu.NewClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &tpupb.CreateNodeRequest{
// TODO: Fill request struct fields.
}
op, err := c.CreateNode(ctx, req)
if err != nil {
// TODO: Handle error.
}
resp, err := op.Wait(ctx)
if err != nil {
// TODO: Handle error.
}
// TODO: Use resp.
_ = resp
}
func (*Client) CreateNodeOperation
func (c *Client) CreateNodeOperation(name string) *CreateNodeOperation
CreateNodeOperation returns a new CreateNodeOperation from a given name. The name must be that of a previously created CreateNodeOperation, possibly from a different process.
func (*Client) DeleteNode
func (c *Client) DeleteNode(ctx context.Context, req *tpupb.DeleteNodeRequest, opts ...gax.CallOption) (*DeleteNodeOperation, error)
DeleteNode deletes a node.
Example
package main
import (
"context"
tpu "cloud.google.com/go/tpu/apiv1"
tpupb "google.golang.org/genproto/googleapis/cloud/tpu/v1"
)
func main() {
ctx := context.Background()
c, err := tpu.NewClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &tpupb.DeleteNodeRequest{
// TODO: Fill request struct fields.
}
op, err := c.DeleteNode(ctx, req)
if err != nil {
// TODO: Handle error.
}
resp, err := op.Wait(ctx)
if err != nil {
// TODO: Handle error.
}
// TODO: Use resp.
_ = resp
}
func (*Client) DeleteNodeOperation
func (c *Client) DeleteNodeOperation(name string) *DeleteNodeOperation
DeleteNodeOperation returns a new DeleteNodeOperation from a given name. The name must be that of a previously created DeleteNodeOperation, possibly from a different process.
func (*Client) GetAcceleratorType
func (c *Client) GetAcceleratorType(ctx context.Context, req *tpupb.GetAcceleratorTypeRequest, opts ...gax.CallOption) (*tpupb.AcceleratorType, error)
GetAcceleratorType gets AcceleratorType.
Example
package main
import (
"context"
tpu "cloud.google.com/go/tpu/apiv1"
tpupb "google.golang.org/genproto/googleapis/cloud/tpu/v1"
)
func main() {
ctx := context.Background()
c, err := tpu.NewClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &tpupb.GetAcceleratorTypeRequest{
// TODO: Fill request struct fields.
}
resp, err := c.GetAcceleratorType(ctx, req)
if err != nil {
// TODO: Handle error.
}
// TODO: Use resp.
_ = resp
}
func (*Client) GetNode
func (c *Client) GetNode(ctx context.Context, req *tpupb.GetNodeRequest, opts ...gax.CallOption) (*tpupb.Node, error)
GetNode gets the details of a node.
Example
package main
import (
"context"
tpu "cloud.google.com/go/tpu/apiv1"
tpupb "google.golang.org/genproto/googleapis/cloud/tpu/v1"
)
func main() {
ctx := context.Background()
c, err := tpu.NewClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &tpupb.GetNodeRequest{
// TODO: Fill request struct fields.
}
resp, err := c.GetNode(ctx, req)
if err != nil {
// TODO: Handle error.
}
// TODO: Use resp.
_ = resp
}
func (*Client) GetTensorFlowVersion
func (c *Client) GetTensorFlowVersion(ctx context.Context, req *tpupb.GetTensorFlowVersionRequest, opts ...gax.CallOption) (*tpupb.TensorFlowVersion, error)
GetTensorFlowVersion gets TensorFlow Version.
Example
package main
import (
"context"
tpu "cloud.google.com/go/tpu/apiv1"
tpupb "google.golang.org/genproto/googleapis/cloud/tpu/v1"
)
func main() {
ctx := context.Background()
c, err := tpu.NewClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &tpupb.GetTensorFlowVersionRequest{
// TODO: Fill request struct fields.
}
resp, err := c.GetTensorFlowVersion(ctx, req)
if err != nil {
// TODO: Handle error.
}
// TODO: Use resp.
_ = resp
}
func (*Client) ListAcceleratorTypes
func (c *Client) ListAcceleratorTypes(ctx context.Context, req *tpupb.ListAcceleratorTypesRequest, opts ...gax.CallOption) *AcceleratorTypeIterator
ListAcceleratorTypes lists accelerator types supported by this API.
Example
package main
import (
"context"
tpu "cloud.google.com/go/tpu/apiv1"
"google.golang.org/api/iterator"
tpupb "google.golang.org/genproto/googleapis/cloud/tpu/v1"
)
func main() {
ctx := context.Background()
c, err := tpu.NewClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &tpupb.ListAcceleratorTypesRequest{
// TODO: Fill request struct fields.
}
it := c.ListAcceleratorTypes(ctx, req)
for {
resp, err := it.Next()
if err == iterator.Done {
break
}
if err != nil {
// TODO: Handle error.
}
// TODO: Use resp.
_ = resp
}
}
func (*Client) ListNodes
func (c *Client) ListNodes(ctx context.Context, req *tpupb.ListNodesRequest, opts ...gax.CallOption) *NodeIterator
ListNodes lists nodes.
Example
package main
import (
"context"
tpu "cloud.google.com/go/tpu/apiv1"
"google.golang.org/api/iterator"
tpupb "google.golang.org/genproto/googleapis/cloud/tpu/v1"
)
func main() {
ctx := context.Background()
c, err := tpu.NewClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &tpupb.ListNodesRequest{
// TODO: Fill request struct fields.
}
it := c.ListNodes(ctx, req)
for {
resp, err := it.Next()
if err == iterator.Done {
break
}
if err != nil {
// TODO: Handle error.
}
// TODO: Use resp.
_ = resp
}
}
func (*Client) ListTensorFlowVersions
func (c *Client) ListTensorFlowVersions(ctx context.Context, req *tpupb.ListTensorFlowVersionsRequest, opts ...gax.CallOption) *TensorFlowVersionIterator
ListTensorFlowVersions list TensorFlow versions supported by this API.
Example
package main
import (
"context"
tpu "cloud.google.com/go/tpu/apiv1"
"google.golang.org/api/iterator"
tpupb "google.golang.org/genproto/googleapis/cloud/tpu/v1"
)
func main() {
ctx := context.Background()
c, err := tpu.NewClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &tpupb.ListTensorFlowVersionsRequest{
// TODO: Fill request struct fields.
}
it := c.ListTensorFlowVersions(ctx, req)
for {
resp, err := it.Next()
if err == iterator.Done {
break
}
if err != nil {
// TODO: Handle error.
}
// TODO: Use resp.
_ = resp
}
}
func (*Client) ReimageNode
func (c *Client) ReimageNode(ctx context.Context, req *tpupb.ReimageNodeRequest, opts ...gax.CallOption) (*ReimageNodeOperation, error)
ReimageNode reimages a node’s OS.
Example
package main
import (
"context"
tpu "cloud.google.com/go/tpu/apiv1"
tpupb "google.golang.org/genproto/googleapis/cloud/tpu/v1"
)
func main() {
ctx := context.Background()
c, err := tpu.NewClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &tpupb.ReimageNodeRequest{
// TODO: Fill request struct fields.
}
op, err := c.ReimageNode(ctx, req)
if err != nil {
// TODO: Handle error.
}
resp, err := op.Wait(ctx)
if err != nil {
// TODO: Handle error.
}
// TODO: Use resp.
_ = resp
}
func (*Client) ReimageNodeOperation
func (c *Client) ReimageNodeOperation(name string) *ReimageNodeOperation
ReimageNodeOperation returns a new ReimageNodeOperation from a given name. The name must be that of a previously created ReimageNodeOperation, possibly from a different process.
func (*Client) StartNode
func (c *Client) StartNode(ctx context.Context, req *tpupb.StartNodeRequest, opts ...gax.CallOption) (*StartNodeOperation, error)
StartNode starts a node.
Example
package main
import (
"context"
tpu "cloud.google.com/go/tpu/apiv1"
tpupb "google.golang.org/genproto/googleapis/cloud/tpu/v1"
)
func main() {
ctx := context.Background()
c, err := tpu.NewClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &tpupb.StartNodeRequest{
// TODO: Fill request struct fields.
}
op, err := c.StartNode(ctx, req)
if err != nil {
// TODO: Handle error.
}
resp, err := op.Wait(ctx)
if err != nil {
// TODO: Handle error.
}
// TODO: Use resp.
_ = resp
}
func (*Client) StartNodeOperation
func (c *Client) StartNodeOperation(name string) *StartNodeOperation
StartNodeOperation returns a new StartNodeOperation from a given name. The name must be that of a previously created StartNodeOperation, possibly from a different process.
func (*Client) StopNode
func (c *Client) StopNode(ctx context.Context, req *tpupb.StopNodeRequest, opts ...gax.CallOption) (*StopNodeOperation, error)
StopNode stops a node.
Example
package main
import (
"context"
tpu "cloud.google.com/go/tpu/apiv1"
tpupb "google.golang.org/genproto/googleapis/cloud/tpu/v1"
)
func main() {
ctx := context.Background()
c, err := tpu.NewClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &tpupb.StopNodeRequest{
// TODO: Fill request struct fields.
}
op, err := c.StopNode(ctx, req)
if err != nil {
// TODO: Handle error.
}
resp, err := op.Wait(ctx)
if err != nil {
// TODO: Handle error.
}
// TODO: Use resp.
_ = resp
}
func (*Client) StopNodeOperation
func (c *Client) StopNodeOperation(name string) *StopNodeOperation
StopNodeOperation returns a new StopNodeOperation from a given name. The name must be that of a previously created StopNodeOperation, possibly from a different process.
CreateNodeOperation
type CreateNodeOperation struct {
// contains filtered or unexported fields
}
CreateNodeOperation manages a long-running operation from CreateNode.
func (*CreateNodeOperation) Done
func (op *CreateNodeOperation) Done() bool
Done reports whether the long-running operation has completed.
func (*CreateNodeOperation) Metadata
func (op *CreateNodeOperation) Metadata() (*tpupb.OperationMetadata, error)
Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.
func (*CreateNodeOperation) Name
func (op *CreateNodeOperation) Name() string
Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.
func (*CreateNodeOperation) Poll
func (op *CreateNodeOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*tpupb.Node, error)
Poll fetches the latest state of the long-running operation.
Poll also fetches the latest metadata, which can be retrieved by Metadata.
If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.
func (*CreateNodeOperation) Wait
func (op *CreateNodeOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*tpupb.Node, error)
Wait blocks until the long-running operation is completed, returning the response and any errors encountered.
See documentation of Poll for error-handling information.
DeleteNodeOperation
type DeleteNodeOperation struct {
// contains filtered or unexported fields
}
DeleteNodeOperation manages a long-running operation from DeleteNode.
func (*DeleteNodeOperation) Done
func (op *DeleteNodeOperation) Done() bool
Done reports whether the long-running operation has completed.
func (*DeleteNodeOperation) Metadata
func (op *DeleteNodeOperation) Metadata() (*tpupb.OperationMetadata, error)
Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.
func (*DeleteNodeOperation) Name
func (op *DeleteNodeOperation) Name() string
Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.
func (*DeleteNodeOperation) Poll
func (op *DeleteNodeOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*tpupb.Node, error)
Poll fetches the latest state of the long-running operation.
Poll also fetches the latest metadata, which can be retrieved by Metadata.
If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.
func (*DeleteNodeOperation) Wait
func (op *DeleteNodeOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*tpupb.Node, error)
Wait blocks until the long-running operation is completed, returning the response and any errors encountered.
See documentation of Poll for error-handling information.
NodeIterator
type NodeIterator struct {
// Response is the raw response for the current page.
// It must be cast to the RPC response type.
// Calling Next() or InternalFetch() updates this value.
Response interface{}
// InternalFetch is for use by the Google Cloud Libraries only.
// It is not part of the stable interface of this package.
//
// InternalFetch returns results from a single call to the underlying RPC.
// The number of results is no greater than pageSize.
// If there are no more results, nextPageToken is empty and err is nil.
InternalFetch func(pageSize int, pageToken string) (results []*tpupb.Node, nextPageToken string, err error)
// contains filtered or unexported fields
}
NodeIterator manages a stream of *tpupb.Node.
func (*NodeIterator) Next
func (it *NodeIterator) Next() (*tpupb.Node, error)
Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.
func (*NodeIterator) PageInfo
func (it *NodeIterator) PageInfo() *iterator.PageInfo
PageInfo supports pagination. See the google.golang.org/api/iterator package for details.
ReimageNodeOperation
type ReimageNodeOperation struct {
// contains filtered or unexported fields
}
ReimageNodeOperation manages a long-running operation from ReimageNode.
func (*ReimageNodeOperation) Done
func (op *ReimageNodeOperation) Done() bool
Done reports whether the long-running operation has completed.
func (*ReimageNodeOperation) Metadata
func (op *ReimageNodeOperation) Metadata() (*tpupb.OperationMetadata, error)
Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.
func (*ReimageNodeOperation) Name
func (op *ReimageNodeOperation) Name() string
Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.
func (*ReimageNodeOperation) Poll
func (op *ReimageNodeOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*tpupb.Node, error)
Poll fetches the latest state of the long-running operation.
Poll also fetches the latest metadata, which can be retrieved by Metadata.
If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.
func (*ReimageNodeOperation) Wait
func (op *ReimageNodeOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*tpupb.Node, error)
Wait blocks until the long-running operation is completed, returning the response and any errors encountered.
See documentation of Poll for error-handling information.
StartNodeOperation
type StartNodeOperation struct {
// contains filtered or unexported fields
}
StartNodeOperation manages a long-running operation from StartNode.
func (*StartNodeOperation) Done
func (op *StartNodeOperation) Done() bool
Done reports whether the long-running operation has completed.
func (*StartNodeOperation) Metadata
func (op *StartNodeOperation) Metadata() (*tpupb.OperationMetadata, error)
Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.
func (*StartNodeOperation) Name
func (op *StartNodeOperation) Name() string
Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.
func (*StartNodeOperation) Poll
func (op *StartNodeOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*tpupb.Node, error)
Poll fetches the latest state of the long-running operation.
Poll also fetches the latest metadata, which can be retrieved by Metadata.
If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.
func (*StartNodeOperation) Wait
func (op *StartNodeOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*tpupb.Node, error)
Wait blocks until the long-running operation is completed, returning the response and any errors encountered.
See documentation of Poll for error-handling information.
StopNodeOperation
type StopNodeOperation struct {
// contains filtered or unexported fields
}
StopNodeOperation manages a long-running operation from StopNode.
func (*StopNodeOperation) Done
func (op *StopNodeOperation) Done() bool
Done reports whether the long-running operation has completed.
func (*StopNodeOperation) Metadata
func (op *StopNodeOperation) Metadata() (*tpupb.OperationMetadata, error)
Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.
func (*StopNodeOperation) Name
func (op *StopNodeOperation) Name() string
Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.
func (*StopNodeOperation) Poll
func (op *StopNodeOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*tpupb.Node, error)
Poll fetches the latest state of the long-running operation.
Poll also fetches the latest metadata, which can be retrieved by Metadata.
If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.
func (*StopNodeOperation) Wait
func (op *StopNodeOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*tpupb.Node, error)
Wait blocks until the long-running operation is completed, returning the response and any errors encountered.
See documentation of Poll for error-handling information.
TensorFlowVersionIterator
type TensorFlowVersionIterator struct {
// Response is the raw response for the current page.
// It must be cast to the RPC response type.
// Calling Next() or InternalFetch() updates this value.
Response interface{}
// InternalFetch is for use by the Google Cloud Libraries only.
// It is not part of the stable interface of this package.
//
// InternalFetch returns results from a single call to the underlying RPC.
// The number of results is no greater than pageSize.
// If there are no more results, nextPageToken is empty and err is nil.
InternalFetch func(pageSize int, pageToken string) (results []*tpupb.TensorFlowVersion, nextPageToken string, err error)
// contains filtered or unexported fields
}
TensorFlowVersionIterator manages a stream of *tpupb.TensorFlowVersion.
func (*TensorFlowVersionIterator) Next
func (it *TensorFlowVersionIterator) Next() (*tpupb.TensorFlowVersion, error)
Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.
func (*TensorFlowVersionIterator) PageInfo
func (it *TensorFlowVersionIterator) PageInfo() *iterator.PageInfo
PageInfo supports pagination. See the google.golang.org/api/iterator package for details.