// defined above and sink these constants in the region body.
      // The sunk_constant map keeps a mapping from a ConstOp defined above to
      // a sunk clone of it. This allows for reusing a sunk constant with
      // multiple uses in the region.
      llvm::DenseMap<Value, TF::ConstOp> sunk_constant;
      Region &body = cluster.getBody();
      visitUsedValuesDefinedAbove(body, [&](OpOperand *use) {

        alias_analysis_(alias_analysis),
        op_to_parallel_ids_(op_to_parallel_ids) {
    AnalyzeFunction(func_op);
  }

  // Constructs analysis info by analyzing the given region.
  SideEffectAnalysisInfo(Region* region,
                         const OpSideEffectCollector& op_side_effect_collector,
                         const TF::ResourceAliasAnalysis::Info& alias_analysis,

	}
	if expectedCredentials.scope.region != actualCredential.scope.region {
		t.Errorf("Test %d: region mismatch:Expected \"%s\", got \"%s\"", testNum, expectedCredentials.scope.region, actualCredential.scope.region)
	}
	if expectedCredentials.scope.service != actualCredential.scope.service {

  // multiple TPU clusters.
  Region* region = (*forward_pass_ops.begin())->getParentRegion();
  StringAttr replication_attr = GetReplicationAttr(*forward_pass_ops.begin());
  llvm::SmallVector<Operation*> checkset(forward_pass_ops.getArrayRef());
  checkset.append(backward_pass_ops.begin(), backward_pass_ops.end());
  for (Operation* op : checkset) {
    if (op->getParentRegion() != region) {

    // while creating the tf operations.
    new_types.pop_back();

    llvm::SmallVector<std::unique_ptr<Region>, 1> new_regions;
    for (auto &region : op->getRegions()) {
      new_regions.push_back(std::make_unique<Region>());
      new_regions.back()->takeBody(region);
    }

    llvm::SmallVector<NamedAttribute, 4> attrs;
    if (failed(ReformatOpAttributes(getContext(), op->getAttrs(), attrs)))

  # In multizone mode we need to add instances for all nodes in the region.
  if [[ "${MULTIZONE:-}" == "true" ]]; then
    EXPECTED_NUM_NODES=$(gcloud -q compute instances list --project="${PROJECT}" --format="[no-heading]" \

	}

	return fmt.Sprintf("duplicate queue configuration %v", message)
}

// ErrUnknownRegion - unknown region error.
type ErrUnknownRegion struct {
	Region string
}

func (err ErrUnknownRegion) Error() string {
	return fmt.Sprintf("unknown region '%v'", err.Region)
}

// ErrARNNotFound - ARN not found error.
type ErrARNNotFound struct {
	ARN ARN
}

func Make(t language.Tag) (tag Tag) {
	if region := t.TypeForKey("rg"); len(region) == 6 && region[2:] == "zzzz" {
		if r, err := language.ParseRegion(region[:2]); err == nil {
			tFull := t
			t, _ = t.SetTypeForKey("rg", "")
			// TODO: should we not consider "va" for the language tag?
			var exact1, exact2 bool
			tag.language, exact1 = FromTag(t)
			t.RegionID = r
			tag.locale, exact2 = FromTag(t)

                    builder.credentials(accessKey, secretKey);
                }
                if (StringUtil.isNotBlank(region)) {
                    builder.region(region);
                }
                minioClient = builder.build();
            } catch (final Exception e) {
                throw new IOException("Failed to create MinioClient.", e);
            }

void Close(const TF_WritableFile* file, TF_Status* status);
}  // namespace tf_writable_file

namespace tf_read_only_memory_region {
void Cleanup(TF_ReadOnlyMemoryRegion* region);
const void* Data(const TF_ReadOnlyMemoryRegion* region);
uint64_t Length(const TF_ReadOnlyMemoryRegion* region);
}  // namespace tf_read_only_memory_region

namespace tf_gcs_filesystem {
typedef struct GcsFileStat {
  TF_FileStatistics base;
  int64_t generation_number;