; public abstract void release(); public abstract void removeAttribute(String); public abstract void setAttribute(String, Object); public static LogFactory getFactory() throws LogConfigurationExce; public static Log getLog(Class) throws LogConfigurationExce; public static Log getLog(String) throws LogConfigurationExce; public static void release(ClassLoader); public static void releaseAll(); protected static ClassLoader getContextClassLoade() throws LogConfigurationExce; private static LogFactory...

    private static class SwiftCompileArgsTransformer implements ArgsTransformer<SwiftCompileSpec> {
        @Override
        public List<String> transform(SwiftCompileSpec swiftCompileSpec) {
            return swiftCompileSpec.getArgs();
        }
    }

    private static class OutputFileMap {
        private Map<String, Entry> entries = new HashMap<String, Entry>();

        public Builder root() {
            return newEntry("");

  llvm::DenseMap<func::FuncOp, llvm::DenseSet<func::FuncOp>> caller_callee_map;
  // Creates work queue for determining reachability below.
  std::queue<func::FuncOp> function_worklist;

  for (auto func : module.getOps<func::FuncOp>()) {
    for (auto user : symbol_map.getUsers(func)) {
      // Populates work queue with func ops called from TPUPartionedCall.
      if (llvm::isa<TF::TPUPartitionedCallOp>(user)) {

	// current desired state of the world.
	GetVolumesToMount() []VolumeToMount

	// GetPods generates and returns a map of pods in which map is indexed
	// with pod's unique name. This map can be used to determine which pod is currently
	// in desired state of world.
	GetPods() map[types.UniquePodName]bool

	// VolumeExistsWithSpecName returns true if the given volume specified with the

  auto func_arg_types = llvm::to_vector<4>(func_type.getInputs());
  llvm::SmallDenseMap<llvm::StringRef, int> var_arg_index_by_name;
  for (auto var_handle_op :
       llvm::make_early_inc_range(block.getOps<TF::VarHandleOp>())) {
    if (add_validation && failed(ValidateVarHandle(var_handle_op)))
      return failure();
    // In the case of variables that are not initialized at graph creation

                linkTask.getTargetPlatform().set(binary.getTargetPlatform());
                linkTask.getLinkedFile().set(executableFile);
                linkTask.getLinkerArgs().set(binary.getLinker().getArgs());

                linkTask.lib(new BinaryLibs(binary) {
                    @Override
                    protected FileCollection getFiles(NativeDependencySet nativeDependencySet) {

  // Finds the mapping from a replicate argument to an execute operand.
  llvm::SmallDenseMap<int64_t, int64_t, 8> replicate_arg_to_execute_arg;
  for (auto index_and_arg : llvm::enumerate(execute.getArgs())) {
    auto arg = SkipIdentity(index_and_arg.value(), /*allow_other_use=*/false);
    if (!arg.hasOneUse() ||
        !mlir::isa<TF::ResourceType>(getElementTypeOrSelf(arg.getType()))) {
      continue;
    }

      if (!call_op->getResult(i).use_empty()) return failure();
    }
  }
  return success();
}

LogicalResult CheckFusableKerasLstm(func::FuncOp lstm_func, ModuleOp module) {
  for (auto func : module.getOps<func::FuncOp>()) {
    if (func == lstm_func) continue;
    auto result = func.walk([&](CallOpInterface op) {
      if (dyn_cast<func::FuncOp>(op.resolveCallable()) == lstm_func) {
        // Keras LSTM have 5 outputs.

            statement.setString(2, displayInfo.getDisplayName());
            statement.setObject(3, toArray(displayInfo.getTasksToRun()));
            statement.setObject(4, toArray(displayInfo.getArgs()));
            statement.setObject(5, toArray(displayInfo.getGradleOpts()));
            statement.setBoolean(6, displayInfo.getDaemon());

std::unordered_map<std::string, std::vector<func::FuncOp>>
PickSubgraphsPass::CollectSubgraphFuncs(ModuleOp module) {
  std::unordered_map<std::string, std::vector<func::FuncOp>> func_impls;
  for (auto func : module.getOps<func::FuncOp>()) {
    auto interface_name = GetInterFaceName(func);
    if (interface_name.has_value()) {
      auto impls_iter = func_impls.find(*interface_name);
      if (impls_iter == func_impls.end())