legacy_graph_export_ = legacy_graph_export;
  }
  void runOnOperation() override;
};

// Convert parallel_execute op to a set of islands where each region of
// parallel_execute op becomes a separate island. This ensures that the regions
// of the parallel_execute op gets executed concurrently.
void ExpandParallelExecuteToIslands(
    tf_executor::IslandOp island_op,

  },
  "layered_runtime": {
      "layers": [
          {

  SymbolUserMap symbol_map(table, module);

  // Regions that contains ops requiring token input attributes.
  absl::flat_hash_set<Region*> regions_with_token;
  while (!worklist.empty()) {
    Operation* op = worklist.back();
    worklist.pop_back();

    Region* region = op->getParentRegion();
    regions_with_token.insert(region);

        if (endpoint.isPresent()) {
            amazonS3Client.setEndpoint(endpoint.get().toString());
        } else {
            Optional<Region> region = s3RegionalResource.getRegion();
            if (region.isPresent()) {
                amazonS3Client.setRegion(region.get());
            }
        }
    }

  }

  // Returns if its legal to inline 'src' region into the 'dest' region
  // attached to a TF operation.
  bool isLegalToInline(Region *dest, Region *src, bool wouldBeCloned,
                       IRMapping &valueMapping) const final {
    // Allow inlining in regions attached to region based control flow
    // operations only if the src region is a single block region

</ul>

<h2>User-defined tasks and regions</h2>
<p>
  The trace API allows a target program to annotate a <a
  href='https://pkg.go.dev/runtime/trace#Region'>region</a> of code
  within a goroutine, such as a key function, so that its performance
  can be analyzed.

  <a href='https://pkg.go.dev/runtime/trace#Log'>Log events</a> may be
  associated with a region to record progress and relevant values.

    OptionalAttr<DictArrayAttr>:$res_attrs
  );

  let results = (outs);

  // When the regions is empty, the tfr.func is an external function and used
  // to model the element type constraints of the tf op. Otherwise, there is one
  // region containing the composition.
  let regions = (region VariadicRegion<AnyRegion>:$body);

  let skipDefaultBuilders = 1;

  let builders = [

			return ""
		}
		old, new := st.Goroutine()
		return fmt.Sprintf("%s -> %s", old, new)
	case trace.EventRegionBegin:
		return fmt.Sprintf("region %q begin", ev.Region().Type)
	case trace.EventRegionEnd:
		return fmt.Sprintf("region %q end", ev.Region().Type)
	case trace.EventTaskBegin:
		t := ev.Task()
		return fmt.Sprintf("task %q (D %d, parent %d) begin", t.Type, t.ID, t.Parent)
	case trace.EventTaskEnd:

    The `tf_executor.island` region allows implicit capture. If any value
    captured by a `tf_executor.island` is dead, the whole region does not
    execute and every produced value is marked as dead as well.
    An arbitrary number of `tf_executor.control` operands are accepted by a
    `tf_executor.island` operation.
    If any operand or implicitly captured value are dead, the region is not

  return subgraph.name;
}

// Adds a CallOp in `region` to call the `func` and returns the results of
// CallOp.
void AddCallOpInWhileOpRegion(mlir::Region& region, mlir::func::FuncOp func) {
  OpBuilder op_builder{region};
  region.push_back(new mlir::Block());
  Location loc = region.getLoc();
  auto inputs = func.getFunctionType().getInputs();
  region.addArguments(inputs, mlir::SmallVector<Location>(inputs.size(), loc));