TestFile script = testFile('external.gradle')
        server.expectUserAgent(UserAgentMatcher.matchesNameAndVersion("Gradle", GradleVersion.current().getVersion()))
        server.expectGet('/external.gradle', script)
        server.start()

        script << """
            task doStuff
            assert buildscript.sourceFile == null

        module.rootMetaData.sha512.expectPut(credentials)
        module.rootMetaData.md5.expectPut(credentials)
        module.pom.expectPut(credentials)
        module.pom.sha1.expectPut(credentials)
        module.pom.sha256.expectPut(credentials)
        module.pom.sha512.expectPut(credentials)
        module.pom.md5.expectPut(credentials)
        module.moduleMetadata.expectPut(credentials)

Ben Leggett <******@****.***> 1716316321 -0400

  ASSERT_TRUE(status.ok()) << status.message();

  EXPECT_EQ(tensor.dims(), 1);
  EXPECT_EQ(tensor.dtype(), dtype);
  absl::Span<const typename TypeParam::type> tensor_view(
      reinterpret_cast<typename TypeParam::type*>(tensor.data()), value.size());
  EXPECT_EQ(tensor_view[0], 42);
  EXPECT_EQ(tensor_view[1], 100);
  EXPECT_EQ(tensor_view[2], 0);
  EXPECT_EQ(tensor_view[3], 1);
  EXPECT_EQ(tensor_view[4], 4);
  EXPECT_EQ(tensor_view[5], 29);

  EXPECT_EQ(quantized_fraction, 19661);
  EXPECT_EQ(shift, 1);

  EXPECT_TRUE(succeeded(QuantizeMultiplier(15.5, quantized_fraction, shift)));
  EXPECT_EQ(quantized_fraction, 31744);
  EXPECT_EQ(shift, 4);

  EXPECT_TRUE(succeeded(QuantizeMultiplier(1, quantized_fraction, shift)));
  EXPECT_EQ(quantized_fraction, 16384);
  EXPECT_EQ(shift, 1);
}

	tests := []struct {
		name        string
		expectRet   bool
		audToCheck  []string
		audExpected []string
	}{
		{
			name:        "audience is in the expected set",
			expectRet:   true,
			audToCheck:  []string{"aud1"},
			audExpected: []string{"aud1", "aud2"},
		},
		{
			name:        "audience is NOT in the expected set",
			expectRet:   false,
			audToCheck:  []string{"aud3"},

  EXPECT_EQ(computation_device_0.replica_device_ids(0), 0);
  EXPECT_EQ(computation_device_0.replica_device_ids(1), 4);
  EXPECT_EQ(computation_device_0.replica_device_ids(2), 2);
  EXPECT_EQ(computation_device_0.replica_device_ids(3), 6);
  EXPECT_EQ(computation_device_1.replica_device_ids(0), 1);
  EXPECT_EQ(computation_device_1.replica_device_ids(1), 5);
  EXPECT_EQ(computation_device_1.replica_device_ids(2), 3);

  // Expect 2 bins: [0, 2), [2, 4].
  EXPECT_EQ(num_bins, 2);
}

TEST(CalibrationParametersTest, CalculateNumBinsNotDivisible) {
  int32_t num_bins = CalculateActualNumBins(
      /*min_value=*/0.0, /*max_value=*/5.0, /*bin_width=*/2.0);

  // Expect 3 bins: [0, 2), [2, 4), [4, 6].
  EXPECT_EQ(num_bins, 3);
}

TEST(CalibrationParametersTest, CalculateBinIndex) {

  }

  void ExpectOK() {
    TF_FinishWhile(params_.get(), s_, &outputs_[0]);
    EXPECT_EQ(TF_OK, TF_GetCode(s_)) << TF_Message(s_);
  }

  void ExpectError(TF_Code expected_code, const string& expected_msg) {
    TF_FinishWhile(params_.get(), s_, &outputs_[0]);
    EXPECT_EQ(expected_code, TF_GetCode(s_));
    EXPECT_EQ(expected_msg, TF_Message(s_));
    // TODO(skyewm): this assert is currently broken. Fix or remove guarantee.

  CellReader<int64_t> counts(kBridgeStatusCounter);

  auto result = CompileMlirModule(kMlirModuleStr);

  ASSERT_THAT(result, IsOkOrFiltered());
  EXPECT_EQ(mlir_bridge_legalize_count.Delta("tf.Acos"), 0);
  EXPECT_THAT(result,
              IncrementedOrFiltered(counts.Delta(kMlirCombinedMlirSuccess), 1));
  EXPECT_THAT(result,