using ::stablehlo::quantization::QuantizationSpec;
using ::stablehlo::quantization::QuantizationSpecs;
using ::tsl::protobuf::TextFormat;

// TODO - b/303543789: Move the helper functions below to a separate util.
// Fetches the default or null attribute, used for pattern matching.
Attribute DefaultOrNullAttr(OpBuilder& builder, const Attribute& attr) {
  if (attr) return attr;
  return builder.getStringAttr(kNullAttributeValue);
}

}

func (r *Runner) printRunningTasks() {
	r.runningTasksMu.RLock()
	defer r.runningTasksMu.RUnlock()
	if r.runningTasks.IsEmpty() {
		return
	}
	common.LogAndPrintf("The following fetches are still running: \n")
	for t := range r.runningTasks {
		common.LogAndPrintf("  %s\n", t)
	}
	common.LogAndPrintf("\n")
}

func (r *Runner) addRunningTask(task string) {

 *
 * @since 1.0-milestone-3
 */
public interface ProjectConnection extends Closeable {
    /**
     * Fetches a snapshot of the model of the given type for this project. This method blocks until the model is available.
     *
     * <p>This method is simply a convenience for calling {@code model(modelType).get()}</p>
     *

	for i, j := 0, len(ks)-1; i < j; i, j = i+1, j-1 {
		ks[i], ks[j] = ks[j], ks[i]
	}
	return strings.Join(ks, ".")
}

// Retrieves list of entries under the key passed.
// Note that this method fetches entries upto only two levels deep.
func (c *CoreDNS) list(key string, domain bool) ([]SrvRecord, error) {
	ctx, cancel := context.WithTimeout(context.Background(), defaultContextTimeout)

	// Parse should call usage and return nil.
	Parse(usage func()) []string
}

// A Fetcher reads and returns the profile named by src, using
// the specified duration and timeout. It returns the fetched
// profile and a string indicating a URL from where the profile
// was fetched, which may be different than src.
type Fetcher interface {
	Fetch(src string, duration, timeout time.Duration) (*profile.Profile, string, error)
}

		list = c.List()
	}
	list = slices.FilterInPlace(list, func(i T) bool {
		o := c.augment(i)
		return d.filter.Matches(o, true)
	})
	if log.DebugEnabled() {
		log.WithLabels(
			"parent", h.name(),
			"fetch", c.name(),
			"filter", d.filter,
			"size", len(list),
		).Debugf("Fetch")
	}
	return list

				c.handler(w, r, gotNumRequest)
				gotNumRequest++
			}))
			defer ts.Close()
			fetcher := NewHTTPFetcher(DefaultHTTPRequestTimeout, DefaultHTTPRequestMaxRetries)
			fetcher.initialBackoff = time.Microsecond
			ctx, cancel := context.WithTimeout(context.Background(), c.timeout)
			defer cancel()
			b, err := fetcher.Fetch(ctx, ts.URL, false)
			if c.wantNumRequest != gotNumRequest {

|OUTPUT_CERT|write all fetched certificates to some directory. Used to support applications that need certificates (Prometheus) as well as rotating mTLS control plane authentication.|
|FILE_MOUNTED_CERTS|completely disable CA path, exclusively use certs mounted into the pod with set certificate file locations|
|CREDENTIAL_FETCHER_TYPE|allows using custom credential fetcher, for VMs with existing identity|

        """
        Search for credentials with client_grants
        """
        if self.cid is not None:
            fetcher = self._create_credentials_fetcher()
            return RefreshableCredentials.create_from_metadata(
                metadata=fetcher(),
                refresh_using=fetcher,
                method=self.METHOD,
            )
        else:
            return None

		// Fetch version from the internet.
		url := fmt.Sprintf("%s/%s.txt", bucketURL, versionLabel)
		body, err := fetcher(url, getReleaseVersionTimeout)
		if err != nil {
			if clientVersionErr == nil {
				// Handle air-gapped environments by falling back to the client version.
				klog.Warningf("could not fetch a Kubernetes version from the internet: %v", err)