graph_->set_versions(graph_in->versions());
  }

  // TODO(b/116981129): Enhance how the device for the encapsulated subgraph is
  // determined. In case of hard placement, ensure all the encapsulated nodes
  // have the same requested device, which in turn will be the requested device
  // for the entire encapsulated subgraph. In case of soft placement, use a
  // deterministic approach to fill in the requested device. Handle co-location

// * Deletion functions are safe to call on nullptr.
//
// Questions left to address:
// * Might at some point need a way for callers to provide their own Env.
// * Maybe add TF_TensorShape that encapsulates dimension info.
//
// Design decisions made:
// * Backing store for tensor memory has an associated deallocation
//   function.  This deallocation function will point to client code

    results_after_mapping.push_back(mapping.lookupOrDefault(result));
  }

  builder->create<ReturnOp>(ops.front()->getLoc(), results_after_mapping);
  return outlined_func;
}

// Encapsulates `func` in a module and serializes that module.
// `serialized_func_module` is set to the serialized module.
void EncapsulateFuncAndSerialize(FuncOp func,
                                 std::string* serialized_func_module) {

	"fmt"
	"internal/abi"
	"io"
	"log"
	"math/bits"
	"os"
	"sort"
	"strings"
)

var _ = fmt.Print

// Sym encapsulates a global symbol index, used to identify a specific
// Go symbol. The 0-valued Sym is corresponds to an invalid symbol.
type Sym = sym.LoaderSym

// Relocs encapsulates the set of relocations on a given symbol; an
// instance of this type is returned by the Loader Relocs() method.
type Relocs struct {

// resource, handling details like conflict detection with ResourceVersion and
// semantics. The RESTCreateStrategy, RESTUpdateStrategy, and
// RESTDeleteStrategy are generic across all backends, and encapsulate logic
// specific to the API.
//
// TODO: make the default exposed methods exactly match a generic RESTStorage
type Store struct {
	// NewFunc returns a new instance of the type this registry returns for a

	profileName              string
	percentageOfNodesToScore *int32

	extenders []framework.Extender
	framework.PodNominator

	parallelizer parallelize.Parallelizer
}

// extensionPoint encapsulates desired and applied set of plugins at a specific extension
// point. This is used to simplify iterating over all extension points supported by the
// frameworkImpl.
type extensionPoint struct {

Integrity self-checks of some libraries may fail because of the changed bytecode or the agent's presence.

To work around this, you can use the <<worker_api.adoc#tasks_parallel_worker, Worker API>> with classloader or process isolation to encapsulate the library code.
The bytecode of the worker's classpath is not modified, so the self-checks should pass.

}

// isSameType - compares two object types via reflect.TypeOf
func isSameType(obj1, obj2 interface{}) bool {
	return reflect.TypeOf(obj1) == reflect.TypeOf(obj2)
}

// TestServer encapsulates an instantiation of a MinIO instance with a temporary backend.
// Example usage:
//
//	s := StartTestServer(t,"Erasure")
//	defer s.Stop()
type TestServer struct {
	Root         string

```
### `-tf-executor-island-coarsening`

_Walks tf_executor::GraphOp and merges individual tf_executor::IslandOps._

This pass performs whole graph analysis for a graph encapsulated into tf_executor::GraphOp.
The analysis identifies all IslandOps within the graph which could be merged together.
The goal is to merge as many islands as possible.