// in this function should be on the same host.
struct FunctionMetadata {
  // The original function name before partition.
  llvm::StringRef original_name;
  // The insertion point of partition functions.
  Block::iterator insertion_point;
  // The partitioned function name.
  llvm::StringRef partition_name;
  // The input values of the function.
  llvm::SmallVector<Value, 4> inputs;

emulates renames through copy and delete APIs. This interaction pattern causes significant loss of performance because of the write amplification. _Netflix_, for example, developed two new staging committers - the Directory staging committer and the Partitioned staging committer - to take full advantage of native object storage operations. These committers do not require rename operation. The two staging committers were evaluated, along with another new addition called the Magic committer for benchmarking....

        }

        // Perform a partition with the selected median.
        int low = from + 1, high = to; // Indexes for partitioning.
        double partition = array[from + 1]; // Choose partitioning element.
        while (true) {
          // Skip the elements smaller than the partition.
          do {
            low++;
          } while (array[low] < partition);

						Type: appsv1.RollingUpdateStatefulSetStrategyType,
						RollingUpdate: &appsv1.RollingUpdateStatefulSetStrategy{
							Partition: &defaultPartition,
						},
					},
					RevisionHistoryLimit: ptr.To[int32](10),
				},
			},
		},
		{
			name: "UpdateStrategy.RollingUpdate.Partition is not lost when UpdateStrategy.Type is not set",
			original: &appsv1.StatefulSet{
				Spec: appsv1.StatefulSetSpec{

// with apply.
type GCEPersistentDiskVolumeSourceApplyConfiguration struct {
	PDName    *string `json:"pdName,omitempty"`
	FSType    *string `json:"fsType,omitempty"`
	Partition *int32  `json:"partition,omitempty"`
	ReadOnly  *bool   `json:"readOnly,omitempty"`
}

// GCEPersistentDiskVolumeSourceApplyConfiguration constructs an declarative configuration of the GCEPersistentDiskVolumeSource type for use with

      }
    }
  }

  /**
   * Partitions the contents of buffer in the range [left, right] around the pivot element
   * previously stored in buffer[pivotValue]. Returns the new index of the pivot element,
   * pivotNewIndex, so that everything in [left, pivotNewIndex] is ≤ pivotValue and everything in
   * (pivotNewIndex, right] is greater than pivotValue.
   */
  private int partition(int left, int right, int pivotIndex) {

//
// The class currently only interacts with single-slice (i.e., non-partitioned)
// variables.
class CheckpointReader {
 public:
  CheckpointReader(const string& filename, TF_Status* status);

  bool HasTensor(const string& name) const;
  const string DebugString() const;

  // Returns a map from variable names to their shapes.  Slices of a partitioned
  // tensor are combined into a single entry.

	}
	return ARN{
		Partition:    arnPartitionMinio,
		Service:      arnServiceIAM,
		Region:       serverRegion,
		ResourceType: arnResourceTypeRole,
		ResourceID:   resourceID,
	}, nil
}

// String - returns string representation of the ARN.
func (arn ARN) String() string {
	return strings.Join(
		[]string{
			arnPrefixArn,
			arn.Partition,
			arn.Service,
			arn.Region,

  // Operation along with its respective operands and result Values(s).
  // The semantic of `Operation::clone` is copying given entity *into* this
  // entity. The new FuncOp body is populated by cloning partitioned ops into
  // it. Cloning Operation(s) will create cloned Value(s) for the results of a
  // cloned op, but it needs a reference to the new operand Value(s) which are

using mlir::SymbolUserOpInterface;
using mlir::func::FuncOp;

#define GEN_PASS_DEF_XLACLUSTERFORMATIONPASS
#include "tensorflow/compiler/mlir/tf2xla/internal/passes/clustering_passes.h.inc"

// Outlines partitioned call ops with `_XlaMustCompile` to device clusters.
struct XlaClusterFormationPass
    : public impl::XlaClusterFormationPassBase<XlaClusterFormationPass> {
  void runOnOperation() override;
};