#include "mlir/IR/BuiltinOps.h"  // from @llvm-project
#include "mlir/IR/MLIRContext.h"  // from @llvm-project
#include "mlir/IR/OpDefinition.h"  // from @llvm-project
#include "mlir/IR/Region.h"  // from @llvm-project
#include "mlir/IR/SymbolTable.h"  // from @llvm-project
#include "mlir/IR/Value.h"  // from @llvm-project
#include "mlir/Pass/Pass.h"  // from @llvm-project  // IWYU pragma: keep

  let summary = [{
    The `region` operation wraps high-precision ops as a logical low-precision
    quantized kernel.
  }];

  let arguments = (ins Variadic<AnyType>:$inputs,
                    TypeArrayAttr:$input_specs,
                    TypeArrayAttr:$output_specs,
                    StrAttr:$logical_kernel);
  let results = (outs Variadic<AnyType>:$outputs);
  let regions = (region SizedRegion<1>:$body);

    "id": "{{ .nodeID }}",
    "cluster": "{{ .cluster }}",
    "locality": {
      {{- if .region }}
      "region": "{{ .region }}"
      {{- end }}
      {{- if .zone }}
      {{- if .region }}
      ,
      {{- end }}
      "zone": "{{ .zone }}"
      {{- end }}
      {{- if .sub_zone }}
      {{- if or .region .zone }}
      ,
      {{- end }}
      "sub_zone": "{{ .sub_zone }}"
      {{- end }}
    },

import org.gradle.util.TestUtil
import spock.lang.Specification

class IncubatingAttributesCheckerTest extends Specification {
    def attributesFactory = AttributeTestUtil.attributesFactory()

    // region: Single Attribute tests
    def "attribute without any @Incubating is not reported"() {
        expect:
        !IncubatingAttributesChecker.isIncubating(Usage.USAGE_ATTRIBUTE)
    }

  }
  return device_costs;
}

flatbuffers::Offset<SubgraphMetadata> CreateSubgraphMetadata(
    const std::map<std::string, uint8_t>& hardware_map, mlir::Region* Region,
    flatbuffers::FlatBufferBuilder* builder) {
  auto& block = Region->front();
  int index = 0;
  std::vector<flatbuffers::Offset<tflite::OpMetadata>> ops;
  for (auto& inst : block) {

	// this call can fail with EAGAIN because it's best-effort.
	// Also, when it returns an error, it's only for the last
	// huge page in the region requested.
	//
	// It can also sometimes return EINVAL if the corresponding
	// region hasn't been backed by physical memory. This is
	// difficult to guarantee in general, and it also means
	// there's no way to distinguish whether this syscall is

		Parent: parentID,
		Type:   typ,
	}
}

// Region returns details about a RegionBegin or RegionEnd event.
//
// Panics if Kind != EventRegionBegin and Kind != EventRegionEnd.
func (e Event) Region() Region {
	if kind := e.Kind(); kind != EventRegionBegin && kind != EventRegionEnd {
		panic("Region called on non-Region event")
	}

    bool resolve = false, bool emit_remarks = false);

// Propagates initial constraints on the values in the `region` to the other
// values in the same region, using user provided set of clustering policies.
mlir::LogicalResult PropagateValuesConstraints(
    mlir::Region& region, const ClusteringPolicySet& policies,
    ValuesConstraintSet& constraints, bool resolve = false,
    bool emit_remarks = false);

#include "mlir/IR/DialectImplementation.h"  // from @llvm-project
#include "mlir/IR/OpDefinition.h"  // from @llvm-project
#include "mlir/IR/Operation.h"  // from @llvm-project
#include "mlir/IR/Region.h"  // from @llvm-project
#include "mlir/IR/TypeUtilities.h"  // from @llvm-project
#include "mlir/IR/Value.h"  // from @llvm-project
#include "mlir/Support/LLVM.h"  // from @llvm-project

						v1.LabelTopologyZone:            "new-zone-failure-domain",
						v1.LabelTopologyRegion:          "new-zone-region",
						v1.LabelFailureDomainBetaZone:   "new-zone-failure-domain",
						v1.LabelFailureDomainBetaRegion: "new-zone-region",
						v1.LabelInstanceTypeStable:      "new-instance-type",
						v1.LabelInstanceType:            "new-instance-type",