}
    }
  )mlir";

  OwningOpRef<ModuleOp> module_op_ref = ParseModuleOpString(kModuleCode);
  const auto test_func =
      module_op_ref->lookupSymbol<func::FuncOp>("test_fold_constant");
  ASSERT_THAT(test_func, NotNull());

  Operation* mul_op = FindOperationOfType<TF::MulOp>(test_func);
  SmallVector<Value> results = ConstantFoldOpIfPossible(mul_op);
  EXPECT_THAT(results, SizeIs(1));

  ASSERT_TRUE(module_op);

  auto test_func =
      module_op->lookupSymbol<func::FuncOp>("same_scale_after_composite");
  ASSERT_THAT(test_func, NotNull());

  auto quantize_op = FindOperationOfType<quantfork::QuantizeCastOp>(test_func);
  EXPECT_FALSE(IsOpQuantizableStableHlo(quantize_op));

  auto dequantize_op =
      FindOperationOfType<quantfork::DequantizeCastOp>(test_func);

       {MlirOptimizationPassState::Enabled});

  GraphDef original_graph_def;
  graph_->ToGraphDef(&original_graph_def);

  EXPECT_EQ(
      function_optimization_pass_.Run(
          "test_func", device_set_, config_proto_, function_options_, &graph_,
          flib_.get(), &control_ret_node_names_, &control_rets_updated_),
      Status(absl::StatusCode::kAborted, "aborted"));
  verifyGraph(original_graph_def);

    return 1
  fi
}

function test_func() {
  local -r name="${1}"

  echo_blue "=== TEST ${name}"
  setup
  if ! "${name}"; then
    failures=$((failures+1))
    error "=== FAIL"
  else
    echo_green "=== PASS"
  fi
  teardown
}

failures=0
test_func test_create_resource_reconcile
test_func test_create_resource_ensureexists
test_func test_create_multiresource

                return lib();
            }
        """
    }

    @Override
    protected void changeTestImplementation() {
        file("src/test/cpp/test_lib.cpp") << """
            void test_func() { }
        """
    }

    @Override
    protected void assertTestCasesRan() {
        // ok
    }

    @Override
    protected String[] getTasksToCompileComponentUnderTest(String architecture) {

                return test();
            }
        """
    }

    @Override
    protected void changeTestImplementation() {
        file("src/test/cpp/test.cpp") << """
            void test_func() { }
        """
    }

    @Override
    protected void assertTestCasesRan() {
        // Ok
    }

    @ToBeFixedForConfigurationCache

                return app();
            }
        """
    }

    @Override
    protected void changeTestImplementation() {
        file("src/test/cpp/test_app.cpp") << """
            void test_func() { }
        """
    }

    @Override
    protected void assertTestCasesRan() {
        // Ok
    }

    @Override
    protected String getComponentUnderTestDsl() {
        return "application"

  math_ops.add(x, y, name='x_y_sum')


def tffunction(_):

  @function.Defun(dtypes.int32, dtypes.int32)
  def test_func(a, b):
    return a + b

  x = constant_op.constant([1], name='x_const')
  y = constant_op.constant([2], name='y_const')
  test_func(x, y, name='func_call')  # pylint: disable=unexpected-keyword-arg


def tfsplits(_):
  """A more complex graph, including splits."""

	Uint64("test_uint64", 0, "uint64 value")
	String("test_string", "0", "string value")
	Float64("test_float64", 0, "float64 value")
	Duration("test_duration", 0, "time.Duration value")
	Func("test_func", "func value", func(string) error { return nil })
	BoolFunc("test_boolfunc", "func", func(string) error { return nil })

	m := make(map[string]*Flag)
	desired := "0"
	visitor := func(f *Flag) {

	}
	if ncalls != 3 {
		println("wrong number of calls:", ncalls, "!= 3")
		panic("fail")
	}
}

func main() {
	testfunc0()
	testfunc1()
	testfunc2()
	testfunc3()
	testfunc4()
	testfunc5()
	testfunc6()
	testfunc7()
	testfunc8()
	testfunc9()
	testcalls()
	testcalls1()