2019-09-27 21:51:53 +00:00
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// +build !providerless
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2019-08-30 18:33:25 +00:00
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/*
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Copyright 2018 The Kubernetes Authors.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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*/
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package gce
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import (
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"context"
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"encoding/json"
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"fmt"
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"net/http"
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"time"
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"google.golang.org/api/googleapi"
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tpuapi "google.golang.org/api/tpu/v1"
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2020-08-10 17:43:49 +00:00
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"k8s.io/klog/v2"
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2019-08-30 18:33:25 +00:00
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"k8s.io/apimachinery/pkg/util/wait"
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)
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// newTPUService returns a new tpuService using the client to communicate with
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// the Cloud TPU APIs.
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func newTPUService(client *http.Client) (*tpuService, error) {
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2019-09-27 21:51:53 +00:00
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s, err := tpuapi.NewService(context.Background())
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2019-08-30 18:33:25 +00:00
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if err != nil {
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return nil, err
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}
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return &tpuService{
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projects: tpuapi.NewProjectsService(s),
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}, nil
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}
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// tpuService encapsulates the TPU services on nodes and the operations on the
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// nodes.
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type tpuService struct {
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projects *tpuapi.ProjectsService
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}
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// CreateTPU creates the Cloud TPU node with the specified name in the
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// specified zone.
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func (g *Cloud) CreateTPU(ctx context.Context, name, zone string, node *tpuapi.Node) (*tpuapi.Node, error) {
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var err error
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mc := newTPUMetricContext("create", zone)
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defer mc.Observe(err)
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var op *tpuapi.Operation
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parent := getTPUParentName(g.projectID, zone)
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op, err = g.tpuService.projects.Locations.Nodes.Create(parent, node).NodeId(name).Do()
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if err != nil {
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return nil, err
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}
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klog.V(2).Infof("Creating Cloud TPU %q in zone %q with operation %q", name, zone, op.Name)
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op, err = g.waitForTPUOp(ctx, op)
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if err != nil {
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return nil, err
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}
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err = getErrorFromTPUOp(op)
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if err != nil {
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return nil, err
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}
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output := new(tpuapi.Node)
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err = json.Unmarshal(op.Response, output)
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if err != nil {
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err = fmt.Errorf("failed to unmarshal response from operation %q: response = %v, err = %v", op.Name, op.Response, err)
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return nil, err
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}
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return output, nil
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}
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// DeleteTPU deletes the Cloud TPU with the specified name in the specified
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// zone.
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func (g *Cloud) DeleteTPU(ctx context.Context, name, zone string) error {
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var err error
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mc := newTPUMetricContext("delete", zone)
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defer mc.Observe(err)
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var op *tpuapi.Operation
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name = getTPUName(g.projectID, zone, name)
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op, err = g.tpuService.projects.Locations.Nodes.Delete(name).Do()
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if err != nil {
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return err
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}
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klog.V(2).Infof("Deleting Cloud TPU %q in zone %q with operation %q", name, zone, op.Name)
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op, err = g.waitForTPUOp(ctx, op)
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if err != nil {
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return err
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}
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err = getErrorFromTPUOp(op)
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if err != nil {
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return err
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}
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return nil
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}
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// GetTPU returns the Cloud TPU with the specified name in the specified zone.
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func (g *Cloud) GetTPU(ctx context.Context, name, zone string) (*tpuapi.Node, error) {
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mc := newTPUMetricContext("get", zone)
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name = getTPUName(g.projectID, zone, name)
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node, err := g.tpuService.projects.Locations.Nodes.Get(name).Do()
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if err != nil {
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return nil, mc.Observe(err)
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}
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return node, mc.Observe(nil)
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}
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// ListTPUs returns Cloud TPUs in the specified zone.
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func (g *Cloud) ListTPUs(ctx context.Context, zone string) ([]*tpuapi.Node, error) {
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mc := newTPUMetricContext("list", zone)
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parent := getTPUParentName(g.projectID, zone)
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2020-12-01 01:06:26 +00:00
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var nodes []*tpuapi.Node
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var accumulator = func(response *tpuapi.ListNodesResponse) error {
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nodes = append(nodes, response.Nodes...)
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return nil
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}
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err := g.tpuService.projects.Locations.Nodes.List(parent).Pages(ctx, accumulator)
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if err != nil {
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return nil, mc.Observe(err)
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}
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2020-12-01 01:06:26 +00:00
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return nodes, mc.Observe(nil)
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2019-08-30 18:33:25 +00:00
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}
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// ListLocations returns the zones where Cloud TPUs are available.
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func (g *Cloud) ListLocations(ctx context.Context) ([]*tpuapi.Location, error) {
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mc := newTPUMetricContext("list_locations", "")
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parent := getTPUProjectURL(g.projectID)
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2020-12-01 01:06:26 +00:00
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var locations []*tpuapi.Location
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var accumulator = func(response *tpuapi.ListLocationsResponse) error {
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locations = append(locations, response.Locations...)
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return nil
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}
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err := g.tpuService.projects.Locations.List(parent).Pages(ctx, accumulator)
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if err != nil {
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return nil, mc.Observe(err)
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}
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2020-12-01 01:06:26 +00:00
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return locations, mc.Observe(nil)
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2019-08-30 18:33:25 +00:00
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}
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// waitForTPUOp checks whether the op is done every 30 seconds before the ctx
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// is cancelled.
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func (g *Cloud) waitForTPUOp(ctx context.Context, op *tpuapi.Operation) (*tpuapi.Operation, error) {
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if err := wait.PollInfinite(30*time.Second, func() (bool, error) {
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// Check if context has been cancelled.
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select {
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case <-ctx.Done():
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klog.V(3).Infof("Context for operation %q has been cancelled: %s", op.Name, ctx.Err())
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return true, ctx.Err()
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default:
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}
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klog.V(3).Infof("Waiting for operation %q to complete...", op.Name)
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start := time.Now()
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g.operationPollRateLimiter.Accept()
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duration := time.Since(start)
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if duration > 5*time.Second {
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klog.V(2).Infof("Getting operation %q throttled for %v", op.Name, duration)
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}
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var err error
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op, err = g.tpuService.projects.Locations.Operations.Get(op.Name).Do()
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if err != nil {
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return true, err
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}
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if op.Done {
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klog.V(3).Infof("Operation %q has completed", op.Name)
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return true, nil
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}
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return false, nil
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}); err != nil {
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return nil, fmt.Errorf("failed to wait for operation %q: %s", op.Name, err)
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}
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return op, nil
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}
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// newTPUMetricContext returns a new metricContext used for recording metrics
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// of Cloud TPU API calls.
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func newTPUMetricContext(request, zone string) *metricContext {
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return newGenericMetricContext("tpus", request, unusedMetricLabel, zone, "v1")
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}
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// getErrorFromTPUOp returns the error in the failed op, or nil if the op
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// succeed.
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func getErrorFromTPUOp(op *tpuapi.Operation) error {
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if op != nil && op.Error != nil {
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return &googleapi.Error{
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Code: op.ServerResponse.HTTPStatusCode,
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Message: op.Error.Message,
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}
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}
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return nil
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}
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func getTPUProjectURL(project string) string {
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return fmt.Sprintf("projects/%s", project)
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}
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func getTPUParentName(project, zone string) string {
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return fmt.Sprintf("projects/%s/locations/%s", project, zone)
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}
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func getTPUName(project, zone, name string) string {
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return fmt.Sprintf("projects/%s/locations/%s/nodes/%s", project, zone, name)
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}
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