else:
  _module_dir = _module_util.get_parent_dir_for_name("keras.api._v2.keras")
_current_module.__path__ = [_module_dir] + _current_module.__path__


# Enable TF2 behaviors
from tensorflow.python.compat import v2_compat as _compat
_compat.enable_v2_behavior()
_major_api_version = 2


# Load all plugin libraries from site-packages/tensorflow-plugins if we are
# running under pip.

import junit.framework.TestCase;
import junit.framework.TestSuite;
import org.checkerframework.checker.nullness.qual.Nullable;

/**
 * Tests {@link MapTestSuiteBuilder} by using it against maps that have various negative behaviors.
 *
 * @author George van den Driessche
 */
public final class MapTestSuiteBuilderTests extends TestCase {
  private MapTestSuiteBuilderTests() {}

  public static Test suite() {

    - tallclair # Auth
    - thockin # Network
    - xing-yang # Storage
    - wojtek-t # Scalability
  # conformance aliases https://git.k8s.io/enhancements/keps/sig-architecture/20190412-conformance-behaviors.md
  conformance-behavior-approvers:
    - smarterclayton
    - johnbelamaric
    - spiffxp

    description: "The services live in different clusters under multi-cluster deployment model are inconsistent"
    template: "The service %v in namespace %q is inconsistent across clusters %q, which can lead to undefined behaviors. The inconsistent behaviors are: %v."
    args:
    - name: serviceName
      type: string
    - name: namespace
      type: string
    - name: clusters
      type: "[]string"
    - name: error

        // If a stream is in a bad state, it gets deleted when it's returned to
        // the stream pool, i.e. when it leaves this scope. However, a stream
        // deleting itself in a host callback on itself can cause bad behaviors
        // on some platforms. Releasing it in another stream to avoid that.
        if (!device_allows_sync_on_completion &&
            !device_to_host_stream->RefreshStatus().ok()) {

    // not quantizable. For example, for the case of custom op various ops can
    // be categorized as cusom ops despite each of them may require different
    // behaviors. In that case, these ops can be marked in the custom map and
    // treated separately in this pass.

    auto custom_op = llvm::dyn_cast_or_null<CustomOp>(op);
    if (!custom_op) return false;

import junit.framework.TestCase;
import junit.framework.TestSuite;
import org.checkerframework.checker.nullness.qual.Nullable;

/**
 * Tests {@link MapTestSuiteBuilder} by using it against maps that have various negative behaviors.
 *
 * @author George van den Driessche
 */
public final class MapTestSuiteBuilderTests extends TestCase {
  private MapTestSuiteBuilderTests() {}

  public static Test suite() {

Similarly, test dependencies could end up bumping the version of production dependencies, causing some surprising results when executing tests.

These surprising behaviors can be mitigated by enabling dependency resolution consistency.

[[sec::project_dependency_resolution_consistency]]
=== Enabling project-local dependency resolution consistency

// As of Go 1.23, the channel is synchronous (unbuffered, capacity 0),
// eliminating the possibility of those stale values.
//
// The GODEBUG setting asynctimerchan=1 restores both pre-Go 1.23
// behaviors: when set, unexpired timers won't be garbage collected, and
// channels will have buffered capacity. This setting may be removed
// in Go 1.27 or later.
func NewTimer(d Duration) *Timer {
	c := make(chan Time, 1)

  reached or started.

  All of these operations will produce their own unique errors in the absence of
  a coordinated offline strategy. In addition, efforts to unite these failing
  behaviors behind a consistent user interface is much, much more difficult if
  the system can't tell whether it has access to the network required by these
  operations.