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Prefer non-converting argument overloads
This changes the function dispatching code for overloaded functions into a two-pass procedure where we first try all overloads with `convert=false` for all arguments. If no function calls succeeds in the first pass, we then try a second pass where we allow arguments to have `convert=true` (unless, of course, the argument was explicitly specified with `py::arg().noconvert()`). For non-overloaded methods, the two-pass procedure is skipped (we just make the overload-allowed call). The second pass is also skipped if it would result in the same thing (i.e. where all arguments are `.noconvert()` arguments).
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@ -372,3 +372,33 @@ name, i.e. by specifying ``py::arg().noconvert()``.
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enable no-convert behaviour for just one of several arguments, you will
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need to specify a ``py::arg()`` annotation for each argument with the
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no-convert argument modified to ``py::arg().noconvert()``.
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Overload resolution order
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=========================
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When a function or method with multiple overloads is called from Python,
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pybind11 determines which overload to call in two passes. The first pass
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attempts to call each overload without allowing argument conversion (as if
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every argument had been specified as ``py::arg().noconvert()`` as decribed
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above).
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If no overload succeeds in the no-conversion first pass, a second pass is
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attempted in which argument conversion is allowed (except where prohibited via
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an explicit ``py::arg().noconvert()`` attribute in the function definition).
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If the second pass also fails a ``TypeError`` is raised.
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Within each pass, overloads are tried in the order they were registered with
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pybind11.
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What this means in practice is that pybind11 will prefer any overload that does
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not require conversion of arguments to an overload that does, but otherwise prefers
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earlier-defined overloads to later-defined ones.
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.. note::
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pybind11 does *not* further prioritize based on the number/pattern of
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overloaded arguments. That is, pybind11 does not prioritize a function
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requiring one conversion over one requiring three, but only prioritizes
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overloads requiring no conversion at all to overloads that require
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conversion of at least one argument.
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@ -394,6 +394,15 @@ protected:
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result = PYBIND11_TRY_NEXT_OVERLOAD;
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try {
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// We do this in two passes: in the first pass, we load arguments with `convert=false`;
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// in the second, we allow conversion (except for arguments with an explicit
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// py::arg().noconvert()). This lets us prefer calls without conversion, with
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// conversion as a fallback.
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std::vector<function_call> second_pass;
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// However, if there are no overloads, we can just skip the no-convert pass entirely
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const bool overloaded = it != nullptr && it->next != nullptr;
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for (; it != nullptr; it = it->next) {
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/* For each overload:
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@ -525,6 +534,15 @@ protected:
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pybind11_fail("Internal error: function call dispatcher inserted wrong number of arguments!");
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#endif
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std::vector<bool> second_pass_convert;
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if (overloaded) {
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// We're in the first no-convert pass, so swap out the conversion flags for a
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// set of all-false flags. If the call fails, we'll swap the flags back in for
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// the conversion-allowed call below.
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second_pass_convert.resize(func.nargs, false);
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call.args_convert.swap(second_pass_convert);
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}
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// 6. Call the function.
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try {
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result = func.impl(call);
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@ -535,6 +553,34 @@ protected:
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if (result.ptr() != PYBIND11_TRY_NEXT_OVERLOAD)
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break;
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if (overloaded) {
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// The (overloaded) call failed; if the call has at least one argument that
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// permits conversion (i.e. it hasn't been explicitly specified `.noconvert()`)
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// then add this call to the list of second pass overloads to try.
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for (size_t i = func.is_method ? 1 : 0; i < pos_args; i++) {
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if (second_pass_convert[i]) {
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// Found one: swap the converting flags back in and store the call for
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// the second pass.
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call.args_convert.swap(second_pass_convert);
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second_pass.push_back(std::move(call));
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break;
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}
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}
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}
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}
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if (overloaded && !second_pass.empty() && result.ptr() == PYBIND11_TRY_NEXT_OVERLOAD) {
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// The no-conversion pass finished without success, try again with conversion allowed
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for (auto &call : second_pass) {
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try {
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result = call.func.impl(call);
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} catch (reference_cast_error &) {
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result = PYBIND11_TRY_NEXT_OVERLOAD;
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}
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if (result.ptr() != PYBIND11_TRY_NEXT_OVERLOAD)
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break;
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}
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}
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} catch (error_already_set &e) {
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e.restore();
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@ -50,10 +50,14 @@ public:
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int *internal4() { return &value; } // return by pointer
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const int *internal5() { return &value; } // return by const pointer
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py::str overloaded(int, float) { return "(int, float)"; }
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py::str overloaded(float, int) { return "(float, int)"; }
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py::str overloaded(int, float) const { return "(int, float) const"; }
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py::str overloaded(float, int) const { return "(float, int) const"; }
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py::str overloaded(int, float) { return "(int, float)"; }
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py::str overloaded(float, int) { return "(float, int)"; }
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py::str overloaded(int, int) { return "(int, int)"; }
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py::str overloaded(float, float) { return "(float, float)"; }
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py::str overloaded(int, float) const { return "(int, float) const"; }
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py::str overloaded(float, int) const { return "(float, int) const"; }
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py::str overloaded(int, int) const { return "(int, int) const"; }
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py::str overloaded(float, float) const { return "(float, float) const"; }
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int value = 0;
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};
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@ -100,6 +104,7 @@ class CppDerivedDynamicClass : public DynamicClass { };
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// py::arg/py::arg_v testing: these arguments just record their argument when invoked
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class ArgInspector1 { public: std::string arg = "(default arg inspector 1)"; };
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class ArgInspector2 { public: std::string arg = "(default arg inspector 2)"; };
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class ArgAlwaysConverts { };
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namespace pybind11 { namespace detail {
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template <> struct type_caster<ArgInspector1> {
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public:
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@ -131,6 +136,18 @@ public:
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return str(src.arg).release();
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}
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};
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template <> struct type_caster<ArgAlwaysConverts> {
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public:
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PYBIND11_TYPE_CASTER(ArgAlwaysConverts, _("ArgAlwaysConverts"));
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bool load(handle, bool convert) {
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return convert;
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}
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static handle cast(const ArgAlwaysConverts &, return_value_policy, handle) {
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return py::none();
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}
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};
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}}
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test_initializer methods_and_attributes([](py::module &m) {
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@ -159,15 +176,25 @@ test_initializer methods_and_attributes([](py::module &m) {
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.def("internal4", &ExampleMandA::internal4)
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.def("internal5", &ExampleMandA::internal5)
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#if defined(PYBIND11_OVERLOAD_CAST)
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.def("overloaded", py::overload_cast<int, float>(&ExampleMandA::overloaded))
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.def("overloaded", py::overload_cast<float, int>(&ExampleMandA::overloaded))
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.def("overloaded_const", py::overload_cast<int, float>(&ExampleMandA::overloaded, py::const_))
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.def("overloaded_const", py::overload_cast<float, int>(&ExampleMandA::overloaded, py::const_))
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.def("overloaded", py::overload_cast<int, float>(&ExampleMandA::overloaded))
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.def("overloaded", py::overload_cast<float, int>(&ExampleMandA::overloaded))
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.def("overloaded", py::overload_cast<int, int>(&ExampleMandA::overloaded))
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.def("overloaded", py::overload_cast<float, float>(&ExampleMandA::overloaded))
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.def("overloaded_float", py::overload_cast<float, float>(&ExampleMandA::overloaded))
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.def("overloaded_const", py::overload_cast<int, float>(&ExampleMandA::overloaded, py::const_))
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.def("overloaded_const", py::overload_cast<float, int>(&ExampleMandA::overloaded, py::const_))
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.def("overloaded_const", py::overload_cast<int, int>(&ExampleMandA::overloaded, py::const_))
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.def("overloaded_const", py::overload_cast<float, float>(&ExampleMandA::overloaded, py::const_))
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#else
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.def("overloaded", static_cast<py::str (ExampleMandA::*)(int, float)>(&ExampleMandA::overloaded))
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.def("overloaded", static_cast<py::str (ExampleMandA::*)(float, int)>(&ExampleMandA::overloaded))
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.def("overloaded_const", static_cast<py::str (ExampleMandA::*)(int, float) const>(&ExampleMandA::overloaded))
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.def("overloaded_const", static_cast<py::str (ExampleMandA::*)(float, int) const>(&ExampleMandA::overloaded))
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.def("overloaded", static_cast<py::str (ExampleMandA::*)(int, float)>(&ExampleMandA::overloaded))
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.def("overloaded", static_cast<py::str (ExampleMandA::*)(float, int)>(&ExampleMandA::overloaded))
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.def("overloaded", static_cast<py::str (ExampleMandA::*)(int, int)>(&ExampleMandA::overloaded))
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.def("overloaded", static_cast<py::str (ExampleMandA::*)(float, float)>(&ExampleMandA::overloaded))
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.def("overloaded_float", static_cast<py::str (ExampleMandA::*)(float, float)>(&ExampleMandA::overloaded))
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.def("overloaded_const", static_cast<py::str (ExampleMandA::*)(int, float) const>(&ExampleMandA::overloaded))
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.def("overloaded_const", static_cast<py::str (ExampleMandA::*)(float, int) const>(&ExampleMandA::overloaded))
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.def("overloaded_const", static_cast<py::str (ExampleMandA::*)(int, int) const>(&ExampleMandA::overloaded))
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.def("overloaded_const", static_cast<py::str (ExampleMandA::*)(float, float) const>(&ExampleMandA::overloaded))
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#endif
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.def("__str__", &ExampleMandA::toString)
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.def_readwrite("value", &ExampleMandA::value);
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@ -220,22 +247,25 @@ test_initializer methods_and_attributes([](py::module &m) {
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.def(py::init());
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#endif
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// Test converting. The ArgAlwaysConverts is just there to make the first no-conversion pass
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// fail so that our call always ends up happening via the second dispatch (the one that allows
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// some conversion).
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class ArgInspector {
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public:
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ArgInspector1 f(ArgInspector1 a) { return a; }
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std::string g(ArgInspector1 a, const ArgInspector1 &b, int c, ArgInspector2 *d) {
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ArgInspector1 f(ArgInspector1 a, ArgAlwaysConverts) { return a; }
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std::string g(ArgInspector1 a, const ArgInspector1 &b, int c, ArgInspector2 *d, ArgAlwaysConverts) {
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return a.arg + "\n" + b.arg + "\n" + std::to_string(c) + "\n" + d->arg;
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}
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static ArgInspector2 h(ArgInspector2 a) { return a; }
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static ArgInspector2 h(ArgInspector2 a, ArgAlwaysConverts) { return a; }
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};
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py::class_<ArgInspector>(m, "ArgInspector")
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.def(py::init<>())
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.def("f", &ArgInspector::f)
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.def("g", &ArgInspector::g, "a"_a.noconvert(), "b"_a, "c"_a.noconvert()=13, "d"_a=ArgInspector2())
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.def_static("h", &ArgInspector::h, py::arg().noconvert())
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.def("f", &ArgInspector::f, py::arg(), py::arg() = ArgAlwaysConverts())
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.def("g", &ArgInspector::g, "a"_a.noconvert(), "b"_a, "c"_a.noconvert()=13, "d"_a=ArgInspector2(), py::arg() = ArgAlwaysConverts())
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.def_static("h", &ArgInspector::h, py::arg().noconvert(), py::arg() = ArgAlwaysConverts())
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;
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m.def("arg_inspect_func", [](ArgInspector2 a, ArgInspector1 b) { return a.arg + "\n" + b.arg; },
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py::arg().noconvert(false), py::arg_v(nullptr, ArgInspector1()).noconvert(true));
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m.def("arg_inspect_func", [](ArgInspector2 a, ArgInspector1 b, ArgAlwaysConverts) { return a.arg + "\n" + b.arg; },
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py::arg().noconvert(false), py::arg_v(nullptr, ArgInspector1()).noconvert(true), py::arg() = ArgAlwaysConverts());
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m.def("floats_preferred", [](double f) { return 0.5 * f; }, py::arg("f"));
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m.def("floats_only", [](double f) { return 0.5 * f; }, py::arg("f").noconvert());
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assert instance1.overloaded(1, 1.0) == "(int, float)"
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assert instance1.overloaded(2.0, 2) == "(float, int)"
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assert instance1.overloaded_const(3, 3.0) == "(int, float) const"
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assert instance1.overloaded_const(4.0, 4) == "(float, int) const"
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assert instance1.overloaded(3, 3) == "(int, int)"
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assert instance1.overloaded(4., 4.) == "(float, float)"
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assert instance1.overloaded_const(5, 5.0) == "(int, float) const"
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assert instance1.overloaded_const(6.0, 6) == "(float, int) const"
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assert instance1.overloaded_const(7, 7) == "(int, int) const"
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assert instance1.overloaded_const(8., 8.) == "(float, float) const"
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assert instance1.overloaded_float(1, 1) == "(float, float)"
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assert instance1.overloaded_float(1, 1.) == "(float, float)"
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assert instance1.overloaded_float(1., 1) == "(float, float)"
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assert instance1.overloaded_float(1., 1.) == "(float, float)"
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assert instance1.value == 320
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instance1.value = 100
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@ -28,9 +28,10 @@ def test_pointers(msg):
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print_opaque_list, return_null_str, get_null_str_value,
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return_unique_ptr, ConstructorStats)
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living_before = ConstructorStats.get(ExampleMandA).alive()
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assert get_void_ptr_value(return_void_ptr()) == 0x1234
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assert get_void_ptr_value(ExampleMandA()) # Should also work for other C++ types
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assert ConstructorStats.get(ExampleMandA).alive() == 0
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assert ConstructorStats.get(ExampleMandA).alive() == living_before
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with pytest.raises(TypeError) as excinfo:
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get_void_ptr_value([1, 2, 3]) # This should not work
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