conf 'org.test:m3:1.0'
                }
            }
        """
    }

    def resolveLocalPath() {
        resolveLocal.prepare()
        resolveLocal
    }

    def resolvePublishedPath() {
        resolvePublished.prepare()
        resolvePublished
    }

    def static expectResolvedToLocal(ResolveTestFixture resolve) {
        resolve.expectGraph {

	// Start the test server on random port.
	go server.run("localhost:0", "localhost:0")

	// Prepare the HTTP request.
	httpClient := &http.Client{}
	httpReq, err := http.NewRequest(http.MethodGet, fmt.Sprintf("http://localhost:%d/check", <-server.httpPort), nil)
	if err != nil {
		t.Fatalf(err.Error())
	}

	// Prepare the gRPC request.

      "== mlir::BoolAttr::get($_builder.getContext(), true)">>;

def IsNhwcLayoutOp: Constraint<Neg<IsNchwLayoutOp.predicate>>;

// TODO(b/343278954): Move the creation of transposes to a separate prepare pass
// to avoid creating multiple pattern-rewrite rules for the same composite op.
def LegalizeTorchUpsampleBlinear2dComposite: Pat<
    (MHLO_CompositeOp:$old_val
    (variadic $input),

	// before PreBind, as if the some other PreBind plugin had failed.
	unreserveBeforePreBind *result
}

// prepare contains changes for objects in the API server.
// Those changes are applied before running the steps. This can
// be used to simulate concurrent changes by some other entities
// like a resource driver.
type prepare struct {
	filter     change
	prescore   change
	reserve    change
	unreserve  change

    @Rule
    public final TestResources testResources = new TestResources(testDirectoryProvider)

    void canHaveConfigurationHierarchy() {
        given:
        resolve.prepare {
            config("compile")
            config("runtime")
        }

        when:
        run("checkCompile")

        then:
        resolve.expectGraph {
            root(":", ":test:") {

// RUN: tf-opt %s -tfl-prepare-quantize-dynamic-range="enable-custom-op-quantization=CustomTestOp=1" -tfl-quantize="enable-dynamic-range-quantization=true enable-custom-op-weight-only=CustomTestOp=false" -tfl-post-quantize="enable-no-side-effect=CustomTestOp=false" | FileCheck --check-prefix=NotPrune %s

        mavenRepo.module("myorg", "ModuleB", '1.0').dependsOn("myorg", "ModuleC", "2.0").publish()
        settingsFile << """
            rootProject.name = 'test'
        """
        resolve.prepare()
    }

    def "preferProjectModules() only influence dependency declarations in the subproject it is used in"() {
        createDirs("ModuleC", "Subproject_with_preferProjectModules", "Subproject_without_preferProjectModules")

                    maven {
                        url = "${mavenHttpRepo.uri}"
                    }
                }
            }
        """
        resolve.expectDefaultConfiguration("runtime")
        resolve.prepare()
        executer.withPluginRepositoryMirrorDisabled() // otherwise the plugin portal fixture doesn't work!
    }

// RUN: tf-opt %s -tfl-prepare-quantize -canonicalize -tfl-quantize -canonicalize -tfl-optimize -canonicalize | FileCheck %s

// CHECK-LABEL: fuseMulIntoPerTensorConv2dWithQDQs
func.func @fuseMulIntoPerTensorConv2dWithQDQs(%arg0: tensor<256x32x32x3xf32>) -> tensor<256x8x7x3xf32> {
  %cst = arith.constant dense<1.5> : tensor<3xf32>
  %cst_0 = arith.constant dense<[1.0, 2.0, 3.0]> : tensor<3xf32>
  %w = arith.constant dense<2.0> : tensor<3x3x3x3xf32>

// RUN: tf-opt %s -tfl-prepare-quantize-dynamic-range -tfl-quantize="enable-dynamic-range-quantization=true" | FileCheck %s
// RUN: tf-opt %s -tfl-prepare-quantize-dynamic-range -tfl-quantize="enable-dynamic-range-quantization=true enable-weight-only-quantization=true" | FileCheck --check-prefix=PerChannelWeightOnly %s