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;

    def getNumResults(self) -> int: ...
    def getRegion(self, arg0: int) -> Region: ...
    def getResult(self, arg0: int) -> OpResult: ...

class OperationState:
    def __init__(self, arg0: Location, arg1: str) -> None: ...
    def addOperands(self, arg0: list[Value]) -> None: ...
    def addRegion(self) -> Region: ...
    def addTypes(self, arg0: list[Type]) -> None: ...

class RankedTensorType(Type):

```
curl http://minio1:9001/minio/health/cluster
HTTP/1.1 503 Service Unavailable
Accept-Ranges: bytes
Content-Length: 0
Server: MinIO
Vary: Origin
X-Amz-Bucket-Region: us-east-1
X-Minio-Write-Quorum: 3
X-Amz-Request-Id: 16239D6AB80EBECF
X-Xss-Protection: 1; mode=block
Date: Tue, 21 Jul 2020 00:36:14 GMT
```

### Cluster-readable probe

    // 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)))

)

type PrioritySelector func(src *mesh2.Client, dest *mesh2.Node) uint32

func LocalityPrioritySelector(src *mesh2.Client, dest *mesh2.Node) uint32 {
	priority := uint32(2)
	if src.Locality().Region == dest.Locality().Region {
		priority = 1
		if src.Locality().Zone == dest.Locality().Zone {
			priority = 0
		}
	}
	return priority

      info =
          &getAnalysis<mlir::TF::SideEffectAnalysis>().GetAnalysisForFunc(func);
    }
    func->walk([&](Operation* function) {
      for (Region& region : function->getRegions()) {
        for (Block& block : region.getBlocks()) {
          if (block.empty()) continue;
          auto ops = SortBlockTopologically(
              block, DialectOrdering,

	prot := syscall.PROT_READ | syscall.PROT_WRITE
	flags := syscall.MAP_FILE | syscall.MAP_SHARED
	region, err := syscall.Mmap(int(f.Fd()), 0, size, prot, flags)
	if err != nil {
		return nil, err
	}

	return &sharedMem{f: f, region: region, removeOnClose: removeOnClose}, nil
}

// Close unmaps the shared memory and closes the temporary file. If this

	scr, err := ParseScript(s)
	if err != nil {
		panic(err)
	}
	return scr
}

// MustParseRegion is like ParseRegion, but panics if the given region cannot be
// parsed. It simplifies safe initialization of Region values.
func MustParseRegion(s string) Region {
	r, err := ParseRegion(s)
	if err != nil {
		panic(err)
	}
	return r
}

var (
	und = Tag{}

	Und Tag = Tag{}

		want     *core.Locality
	}{
		{
			"error",
			map[string]handlerFunc{"/placement/region": errorHandler, "/placement/availability-zone": errorHandler},
			&core.Locality{},
		},
		{
			"locality",
			map[string]handlerFunc{"/placement/region": regionHandler, "/placement/availability-zone": zoneHandler},
			&core.Locality{Region: "us-west-2", Zone: "us-west-2b"},
		},
	}

	for _, v := range cases {