runTest("analysis/analysis-api/testData/components/symbolDeclarationRenderer/renderDeclaration/F.kt");
  }

  @Test
  @TestMetadata("functionTypes.kt")
  public void testFunctionTypes() {
    runTest("analysis/analysis-api/testData/components/symbolDeclarationRenderer/renderDeclaration/functionTypes.kt");
  }

  @Test
  @TestMetadata("functionalTypeAliases.kt")
  public void testFunctionalTypeAliases() {

    module->emitWarning("session_initializer function already exists");
    session_initializer.erase();
    return;
  }

  auto init = builder.create<func::FuncOp>(
      module.getLoc(), name,
      FunctionType::get(module.getContext(), /*inputs=*/{}, /*results=*/{}));

  // Make savedmodel verification happy.
  init->setAttr("tf_saved_model.exported_names",
                builder.getStrArrayAttr({name}));

  }

  mlir::Location loc = mlir::UnknownLoc::get(context);
  mlir::ModuleOp module = mlir::ModuleOp::create(loc);
  mlir::FunctionType func_type =
      mlir::FunctionType::get(context, input_tys, output_tys);
  llvm::StringRef func_name_str(func_name.data(), func_name.size());
  auto func = mlir::func::FuncOp::create(loc, func_name_str, func_type, {});

    runTest("analysis/analysis-api/testData/components/symbolDeclarationRenderer/renderDeclaration/F.kt");
  }

  @Test
  @TestMetadata("functionTypes.kt")
  public void testFunctionTypes() {
    runTest("analysis/analysis-api/testData/components/symbolDeclarationRenderer/renderDeclaration/functionTypes.kt");
  }

  @Test
  @TestMetadata("functionalTypeAliases.kt")
  public void testFunctionalTypeAliases() {

    runTest("analysis/analysis-api/testData/components/symbolDeclarationRenderer/renderDeclaration/F.kt");
  }

  @Test
  @TestMetadata("functionTypes.kt")
  public void testFunctionTypes() {
    runTest("analysis/analysis-api/testData/components/symbolDeclarationRenderer/renderDeclaration/functionTypes.kt");
  }

  @Test
  @TestMetadata("functionalTypeAliases.kt")
  public void testFunctionalTypeAliases() {

4\1F\03\01\06\03\01\05\01\00\9E\07G\1B)\11\0B!\1B\1D\05\1B\1B\03\0F%\1F/!!)#\1F\19)\1F\13\15\1D\15G\11\1F\15\11\0F\0B\11builtin\00vhlo\00module\00func_v1\00return_v1\00custom_call_v1\00call_v1\00xla_call_module_serialization.mlir\00arg_attrs\00function_type\00res_attrs\00sym_name\00sym_visibility\00mhlo.num_partitions\00api_version\00backend_config\00call_target_name\00called_computations\00has_side_effect\00operand_layouts\00output_operand_aliases\00result_layouts\00tf.backend_config\00callee\0...

                             ShapedType chaining_data_type) {
  for (int i = 0; i < num_resources; ++i) {
    func.getRegion().addArgument(chaining_data_type, func.getLoc());
  }

  FunctionType ftype =
      FunctionType::get(func.getContext(), func.getBody().getArgumentTypes(),
                        func.getFunctionType().getResults());
  func.setType(ftype);
}

  auto main_fn = module.lookupSymbol<mlir::func::FuncOp>(kEntryFuncName);
  if (!main_fn) {
    return absl::InternalError("Could not find main function in MLIR Module.");
  }

  mlir::FunctionType func_type = main_fn.getFunctionType();
  for (auto input_type : func_type.getInputs()) {
    tensorflow::TensorShape tensor_shape;
    xla::Shape xla_shape = xla::TypeToShape(input_type);

    runTest("analysis/analysis-api/testData/components/symbolDeclarationRenderer/renderDeclaration/F.kt");
  }

  @Test
  @TestMetadata("functionTypes.kt")
  public void testFunctionTypes() {
    runTest("analysis/analysis-api/testData/components/symbolDeclarationRenderer/renderDeclaration/functionTypes.kt");
  }

  @Test
  @TestMetadata("functionalTypeAliases.kt")
  public void testFunctionalTypeAliases() {

      removed_params.push_back(false);
    }
  }
  // Remove old resource-type parameters.
  callee.getBody().front().eraseArguments(removed_params);
  // Update function type.
  callee.setFunctionType(FunctionType::get(callee.getContext(),
                                           callee.getBody().getArgumentTypes(),
                                           callee.getResultTypes()));
}