"istio.io/istio/pkg/security"
)

// TokenProvider is a grpc PerRPCCredentials that can be used to attach a JWT token to each gRPC call.
// TokenProvider can be used for XDS, which may involve token exchange through STS.
type DefaultTokenProvider struct {
	opts *security.Options
}

var _ credentials.PerRPCCredentials = &DefaultTokenProvider{}

// This transformation pass reduces the precision of some tensor types by first
// checking if all values within that tensor are within the range.
// This pass is added to aid conversion of models that involve types not
// available in TF such as INT4, and ideally should be removed in favor of
// stronger type propagation.

#include <cstdint>
#include <memory>
#include <utility>

    /**
     * Whether this function call is an implicit invoke call on a value that has an `invoke` member function. See
     * https://kotlinlang.org/docs/operator-overloading.html#invoke-operator for more details.
     */
    public val isImplicitInvoke: Boolean by validityAsserted(isImplicitInvoke)
}

/**

// The behavior is controlled by a GODEBUG setting.
// Most of this code is derived from commit 08e35cc334.
// Changes are minimal: aside from the different receiver type,
// they mostly involve renaming functions, usually by unexporting them.

// servemux121.go exists solely to provide a snapshot of
// the pre-Go 1.22 ServeMux implementation for backwards compatibility.

		&metrics.HistogramOpts{
			Subsystem: SchedulerSubsystem,
			Name:      "pod_scheduling_sli_duration_seconds",
			Help:      "E2e latency for a pod being scheduled, from the time the pod enters the scheduling queue and might involve multiple scheduling attempts.",
			// Start with 10ms with the last bucket being [~88m, Inf).
			Buckets:        metrics.ExponentialBuckets(0.01, 2, 20),
			StabilityLevel: metrics.BETA,
		},
		[]string{"attempts"})

For "synchronous" (contrary to "asynchronous") they commonly also use the term "sequential", because the computer / program follows all the steps in sequence before switching to a different task, even if those steps involve waiting.

### Concurrency and Burgers

This idea of **asynchronous** code described above is also sometimes called **"concurrency"**. It is different from **"parallelism"**.

class QuantizedModelTest(test.TestCase, parameterized.TestCase):
  """Base test class for StableHLO quant tests."""

  def setUp(self) -> None:
    super().setUp()

    # Many test cases for quantization involve creating and saving the input
    # model and saving the output quantized model. These two member
    # attributes can be used to specify the paths for such models,

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				// IMPORTANT:
				// We do not use this function to queue up a full quota recalculation.  To do so, would require
				// us to enqueue all quota.Status updates, and since quota.Status updates involve additional queries
				// that cannot be backed by a cache and result in a full query of a namespace's content, we do not
				// want to pay the price on spurious status updates.  As a result, we have a separate routine that is

//  - We say that a Named type is "resolved" if its RHS information has been
//    loaded or fully type-checked. For Named types constructed from export
//    data, this may involve invoking a loader function to extract information
//    from export data. For instantiated named types this involves reading
//    information from their origin.
//  - We say that a Named type is "expanded" if it is an instantiated type and