llvm::SmallVector<Type, 8>& result_types, int num_replicas) {
  Operation* result_op;
  llvm::SmallVector<Value, 8> results;
  uint64_t num_results = cluster.getNumResults();
  for (uint64_t result_id = 0; result_id < num_results; ++result_id) {
    auto search = partitioned_outputs.find(result_id);
    if (search == partitioned_outputs.end()) {

		// Break aggregate args passed to call into smaller pieces.
		x.rewriteCallArgs(v, argStart)
		v.Op = newOp
		rts := abi.RegisterTypes(v.Aux.(*AuxCall).abiInfo.OutParams())
		v.Type = types.NewResults(append(rts, types.TypeMem))
	}

	// Rewrite calls
	for _, v := range calls {
		switch v.Op {
		case OpStaticLECall:
			rewriteCall(v, OpStaticCall, 0)
		case OpTailLECall:

func (a *AuxCall) LateExpansionResultType() *types.Type {
	var tys []*types.Type
	for i := int64(0); i < a.NResults(); i++ {
		tys = append(tys, a.TypeOfResult(i))
	}
	tys = append(tys, types.TypeMem)
	return types.NewResults(tys)
}

// NArgs returns the number of arguments (including receiver, if there is one).
func (a *AuxCall) NArgs() int64 {
	return int64(len(a.abiInfo.InParams()))
}

// String returns "AuxCall{<fn>}"

  for (Operation& op : func.getOps()) {
    if (!IsTPUOp(&op)) continue;
    op.setAttr(TF::kReplicationInfoAttr, new_group);
  }
  TF::TPUCompilationResultOp new_result = compilation_op.clone();
  new_result->setAttr(kTpuCompilationStatus, new_group);
  builder.insert(new_result);
}

template <typename OpType>
LogicalResult FindAndExcludeOp(func::FuncOp func,
                               const StringAttr& replication_attr,

import org.codehaus.plexus.interpolation.StringSearchInterpolator;
import org.eclipse.sisu.Nullable;

import static org.apache.maven.model.building.Result.error;
import static org.apache.maven.model.building.Result.newResult;

/**
 */
@Named
@Singleton
public class DefaultModelBuilder implements ModelBuilder {

    private final ModelProcessor modelProcessor;
    private final ModelValidator modelValidator;

//     propagate from result #a to result #r. Generalizing, the resource ID
//     propagation (for results which are passthrough) looks like:
//
//     for r in (0, num_results) : result[r] = arg[r];
//     repeat till no change {
//       a = passthrough arg for result #r;
//       result[r] += result[a];
//     }
//
void ResourceAliasAnalysisInfo::AnalyzeWhileLoop(

    ++func_index;
    if (!func) continue;

    FunctionType func_type = func.getFunctionType();
    int num_inputs = func_type.getNumInputs();
    int num_results = func_type.getNumResults();

    // For each argument type in function's arguments, change it to uranked
    // tensor type if it's a variant type.
    SmallVector<Type, 8> updated_argument_types;

        // *before* returning newValue from the cache query.
        return transform(
            newValue,
            newResult -> {
              LoadingValueReference.this.set(newResult);
              return newResult;
            },
            directExecutor());
      } catch (Throwable t) {
        ListenableFuture<V> result = setException(t) ? futureValue : fullyFailedFuture(t);

        // *before* returning newValue from the cache query.
        return transform(
            newValue,
            newResult -> {
              LoadingValueReference.this.set(newResult);
              return newResult;
            },
            directExecutor());
      } catch (Throwable t) {
        ListenableFuture<V> result = setException(t) ? futureValue : fullyFailedFuture(t);

                }
            } catch (ModelBuilderException e) {
                problems.add(Severity.FATAL, ModelProblem.Version.V40, null, e);
            }

            return Result.newResult(model, problems.getProblems());
        } catch (ModelBuilderException e) {
            return Result.error(problems.getProblems());
        }
    }