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Add support for array_t<handle> and array_t<object> (#5427)
* Add support for array_t<handle> and array_t<object> * style: pre-commit fixes * Remove loops that aren't strictly needed * Fix compiler warning * Disable GC-dependent checks when running on pypy or graalpy * style: pre-commit fixes * Remove PyValueHolder counter again * Move tests to templates to avoid code duplication * Rerun pre-commit * Restore import that was erroneously removed by pre-commit * Reduce code duplication with more template magic * Bring back `.attr("value")` in `return_array_cpp_loop()` This was meant to further stress-test correctness of refcount handling. All modified test functions were manually leak-checked (`while True`, top command, Python 3.12.3, Ubuntu 24.01, gcc 13.2.0). --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Ralf W. Grosse-Kunstleve <rgrossekunst@nvidia.com>
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@ -1428,7 +1428,11 @@ public:
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};
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template <typename T>
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struct npy_format_descriptor<T, enable_if_t<is_same_ignoring_cvref<T, PyObject *>::value>> {
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struct npy_format_descriptor<
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T,
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enable_if_t<is_same_ignoring_cvref<T, PyObject *>::value
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|| ((std::is_same<T, handle>::value || std::is_same<T, object>::value)
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&& sizeof(T) == sizeof(PyObject *))>> {
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static constexpr auto name = const_name("object");
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static constexpr int value = npy_api::NPY_OBJECT_;
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@ -156,6 +156,55 @@ py::handle auxiliaries(T &&r, T2 &&r2) {
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return l.release();
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}
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template <typename PyObjectType>
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PyObjectType convert_to_pyobjecttype(py::object obj);
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template <>
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PyObject *convert_to_pyobjecttype<PyObject *>(py::object obj) {
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return obj.release().ptr();
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}
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template <>
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py::handle convert_to_pyobjecttype<py::handle>(py::object obj) {
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return obj.release();
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}
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template <>
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py::object convert_to_pyobjecttype<py::object>(py::object obj) {
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return obj;
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}
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template <typename PyObjectType>
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std::string pass_array_return_sum_str_values(const py::array_t<PyObjectType> &objs) {
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std::string sum_str_values;
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for (const auto &obj : objs) {
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sum_str_values += py::str(obj.attr("value"));
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}
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return sum_str_values;
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}
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template <typename PyObjectType>
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py::list pass_array_return_as_list(const py::array_t<PyObjectType> &objs) {
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return objs;
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}
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template <typename PyObjectType>
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py::array_t<PyObjectType> return_array_cpp_loop(const py::list &objs) {
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py::size_t arr_size = py::len(objs);
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py::array_t<PyObjectType> arr_from_list(static_cast<py::ssize_t>(arr_size));
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PyObjectType *data = arr_from_list.mutable_data();
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for (py::size_t i = 0; i < arr_size; i++) {
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assert(!data[i]);
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data[i] = convert_to_pyobjecttype<PyObjectType>(objs[i].attr("value"));
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}
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return arr_from_list;
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}
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template <typename PyObjectType>
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py::array_t<PyObjectType> return_array_from_list(const py::list &objs) {
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return objs;
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}
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// note: declaration at local scope would create a dangling reference!
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static int data_i = 42;
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@ -520,28 +569,21 @@ TEST_SUBMODULE(numpy_array, sm) {
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sm.def("round_trip_float", [](double d) { return d; });
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sm.def("pass_array_pyobject_ptr_return_sum_str_values",
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[](const py::array_t<PyObject *> &objs) {
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std::string sum_str_values;
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for (const auto &obj : objs) {
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sum_str_values += py::str(obj.attr("value"));
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}
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return sum_str_values;
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});
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pass_array_return_sum_str_values<PyObject *>);
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sm.def("pass_array_handle_return_sum_str_values",
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pass_array_return_sum_str_values<py::handle>);
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sm.def("pass_array_object_return_sum_str_values",
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pass_array_return_sum_str_values<py::object>);
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sm.def("pass_array_pyobject_ptr_return_as_list",
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[](const py::array_t<PyObject *> &objs) -> py::list { return objs; });
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sm.def("pass_array_pyobject_ptr_return_as_list", pass_array_return_as_list<PyObject *>);
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sm.def("pass_array_handle_return_as_list", pass_array_return_as_list<py::handle>);
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sm.def("pass_array_object_return_as_list", pass_array_return_as_list<py::object>);
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sm.def("return_array_pyobject_ptr_cpp_loop", [](const py::list &objs) {
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py::size_t arr_size = py::len(objs);
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py::array_t<PyObject *> arr_from_list(static_cast<py::ssize_t>(arr_size));
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PyObject **data = arr_from_list.mutable_data();
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for (py::size_t i = 0; i < arr_size; i++) {
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assert(data[i] == nullptr);
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data[i] = py::cast<PyObject *>(objs[i].attr("value"));
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}
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return arr_from_list;
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});
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sm.def("return_array_pyobject_ptr_cpp_loop", return_array_cpp_loop<PyObject *>);
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sm.def("return_array_handle_cpp_loop", return_array_cpp_loop<py::handle>);
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sm.def("return_array_object_cpp_loop", return_array_cpp_loop<py::object>);
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sm.def("return_array_pyobject_ptr_from_list",
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[](const py::list &objs) -> py::array_t<PyObject *> { return objs; });
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sm.def("return_array_pyobject_ptr_from_list", return_array_from_list<PyObject *>);
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sm.def("return_array_handle_from_list", return_array_from_list<py::handle>);
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sm.def("return_array_object_from_list", return_array_from_list<py::object>);
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}
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@ -629,45 +629,61 @@ def UnwrapPyValueHolder(vhs):
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return [vh.value for vh in vhs]
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def test_pass_array_pyobject_ptr_return_sum_str_values_ndarray():
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PASS_ARRAY_PYOBJECT_RETURN_SUM_STR_VALUES_FUNCTIONS = [
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m.pass_array_pyobject_ptr_return_sum_str_values,
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m.pass_array_handle_return_sum_str_values,
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m.pass_array_object_return_sum_str_values,
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]
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@pytest.mark.parametrize(
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"pass_array", PASS_ARRAY_PYOBJECT_RETURN_SUM_STR_VALUES_FUNCTIONS
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)
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def test_pass_array_object_return_sum_str_values_ndarray(pass_array):
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# Intentionally all temporaries, do not change.
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assert (
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m.pass_array_pyobject_ptr_return_sum_str_values(
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np.array(WrapWithPyValueHolder(-3, "four", 5.0), dtype=object)
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)
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pass_array(np.array(WrapWithPyValueHolder(-3, "four", 5.0), dtype=object))
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== "-3four5.0"
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)
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def test_pass_array_pyobject_ptr_return_sum_str_values_list():
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@pytest.mark.parametrize(
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"pass_array", PASS_ARRAY_PYOBJECT_RETURN_SUM_STR_VALUES_FUNCTIONS
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)
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def test_pass_array_object_return_sum_str_values_list(pass_array):
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# Intentionally all temporaries, do not change.
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assert (
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m.pass_array_pyobject_ptr_return_sum_str_values(
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WrapWithPyValueHolder(2, "three", -4.0)
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)
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== "2three-4.0"
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)
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assert pass_array(WrapWithPyValueHolder(2, "three", -4.0)) == "2three-4.0"
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def test_pass_array_pyobject_ptr_return_as_list():
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@pytest.mark.parametrize(
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"pass_array",
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[
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m.pass_array_pyobject_ptr_return_as_list,
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m.pass_array_handle_return_as_list,
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m.pass_array_object_return_as_list,
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],
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)
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def test_pass_array_object_return_as_list(pass_array):
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# Intentionally all temporaries, do not change.
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assert UnwrapPyValueHolder(
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m.pass_array_pyobject_ptr_return_as_list(
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np.array(WrapWithPyValueHolder(-1, "two", 3.0), dtype=object)
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)
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pass_array(np.array(WrapWithPyValueHolder(-1, "two", 3.0), dtype=object))
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) == [-1, "two", 3.0]
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@pytest.mark.parametrize(
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("return_array_pyobject_ptr", "unwrap"),
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("return_array", "unwrap"),
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[
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(m.return_array_pyobject_ptr_cpp_loop, list),
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(m.return_array_handle_cpp_loop, list),
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(m.return_array_object_cpp_loop, list),
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(m.return_array_pyobject_ptr_from_list, UnwrapPyValueHolder),
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(m.return_array_handle_from_list, UnwrapPyValueHolder),
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(m.return_array_object_from_list, UnwrapPyValueHolder),
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],
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)
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def test_return_array_pyobject_ptr_cpp_loop(return_array_pyobject_ptr, unwrap):
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def test_return_array_object_cpp_loop(return_array, unwrap):
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# Intentionally all temporaries, do not change.
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arr_from_list = return_array_pyobject_ptr(WrapWithPyValueHolder(6, "seven", -8.0))
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arr_from_list = return_array(WrapWithPyValueHolder(6, "seven", -8.0))
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assert isinstance(arr_from_list, np.ndarray)
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assert arr_from_list.dtype == np.dtype("O")
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assert unwrap(arr_from_list) == [6, "seven", -8.0]
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