}
  return res;
}

// Extracts and canonicalizes the device attribute.
inline StringRef GetDeviceAttr(func::FuncOp func, int arg_no) {
  auto device_attr =
      func.getArgAttrOfType<mlir::StringAttr>(arg_no, kFuncDeviceAttr);
  return device_attr ? device_attr.getValue() : "";
}

// Extracts and canonicalizes the device attribute.
inline StringRef GetDeviceAttr(Operation* op) {

			}
		}

		if hexes != "" {
			hexByLine[fmt.Sprintf("%s:%d", input, lineno)] = hexes
		}

		// Canonicalize spacing in printed form.
		// First field is opcode, then tab, then arguments separated by spaces.
		// Canonicalize spaces after commas first.
		// Comma to separate argument gets a space; comma within does not.
		var buf []byte
		nest := 0

			return true
		}
		return false
	}

	if v1.CanAddr() && v2.CanAddr() && hard(v1.Kind()) {
		addr1 := v1.UnsafeAddr()
		addr2 := v2.UnsafeAddr()
		if addr1 > addr2 {
			// Canonicalize order to reduce number of entries in visited.
			addr1, addr2 = addr2, addr1
		}

		// Short circuit if references are identical ...
		if addr1 == addr2 {
			return true
		}

	for _, finalizer := range newAdded.List() {
		allWarnings = append(allWarnings, validateKubeFinalizerName(finalizer, fldPath)...)
	}

	return allWarnings
}

// Canonicalize normalizes the object after validation.
func (customResourceStrategy) Canonicalize(obj runtime.Object) {
}

// AllowCreateOnUpdate is false for CustomResources; this means a POST is
// needed to create one.

func (svcStrategy) WarningsOnCreate(ctx context.Context, obj runtime.Object) []string {
	return serviceapi.GetWarningsForService(obj.(*api.Service), nil)
}

// Canonicalize normalizes the object after validation.
func (svcStrategy) Canonicalize(obj runtime.Object) {
}

func (svcStrategy) AllowCreateOnUpdate() bool {
	return true
}

//  * c is the index vector dimension
//  * a,b iterate over the updates and indices
//
//  The update needs permuting to be in the form (a,b,d,e,f) so that the update
//  window dims are the trailing dimensions.
//
// To canonicalize the updates above, replace the updates with:
//   transpose(updates, permutation={3,4,0,1,2})
//
// Note: NormalizeIndexVector is assumed to have run on the indices already so

// objects such as ReplicaSet.  Can use pkg/api/meta to generically get the
// UID, but need some way to generically access the selector and pod labels
// fields.

// Canonicalize normalizes the object after validation.
func (jobStrategy) Canonicalize(obj runtime.Object) {
}

func (jobStrategy) AllowUnconditionalUpdate() bool {
	return true
}

        "@llvm-project//llvm:Support",
        "@llvm-project//mlir:IR",
        "@llvm-project//mlir:Support",
    ],
)

cc_library(
    name = "passes",
    srcs = [
        "passes/canonicalize.cc",
        "passes/decompose.cc",
        "passes/generated_decompose.inc",
        "passes/raise_to_tf.cc",
        "passes/rewrite_quantized_io.cc",
    ],
    hdrs = [
        "passes/passes.h",

  // the random function body before being inlined.
  pass_manager.addNestedPass<mlir::func::FuncOp>(
      mlir::TFL::CreateLegalizeJaxRandomPass());

  // Canonicalize, CSE etc.
  pass_manager.addPass(mlir::mhlo::createStablehloLegalizeToHloPass());
  pass_manager.addNestedPass<mlir::func::FuncOp>(
      mlir::createCanonicalizerPass());

    }

    /**
     * Constructs JVM details by inspecting the current JVM.
     */
    Jvm(OperatingSystem os) {
        this(os, FileUtils.canonicalize(new File(System.getProperty("java.home"))), System.getProperty("java.version"), JavaVersionParser.parseMajorVersion(System.getProperty("java.version")), false);
    }

    /**