#include #ifdef PYBIND11_HAS_SUBINTERPRETER_SUPPORT # include # include // Silence MSVC C++17 deprecation warning from Catch regarding std::uncaught_exceptions (up to // catch 2.0.1; this should be fixed in the next catch release after 2.0.1). PYBIND11_WARNING_DISABLE_MSVC(4996) # include "catch_skip.h" # include # include # include # include # include # include namespace py = pybind11; using namespace py::literals; bool has_state_dict_internals_obj(); uintptr_t get_details_as_uintptr(); void unsafe_reset_internals_for_single_interpreter() { // NOTE: This code is NOT SAFE unless the caller guarantees no other threads are alive // NOTE: This code is tied to the precise implementation of the internals holder // first, unref the thread local internals py::detail::get_internals_pp_manager().unref(); py::detail::get_local_internals_pp_manager().unref(); // we know there are no other interpreters, so we can lower this. SUPER DANGEROUS py::detail::has_seen_non_main_interpreter() = false; // now we unref the static global singleton internals py::detail::get_internals_pp_manager().unref(); py::detail::get_local_internals_pp_manager().unref(); // finally, we reload the static global singleton py::detail::get_internals(); py::detail::get_local_internals(); } py::object &get_dict_type_object() { PYBIND11_CONSTINIT static py::gil_safe_call_once_and_store storage; return storage .call_once_and_store_result( []() -> py::object { return py::module_::import("builtins").attr("dict"); }) .get_stored(); } py::object &get_ordered_dict_type_object() { PYBIND11_CONSTINIT static py::gil_safe_call_once_and_store storage; return storage .call_once_and_store_result( []() -> py::object { return py::module_::import("collections").attr("OrderedDict"); }) .get_stored(); } py::object &get_default_dict_type_object() { PYBIND11_CONSTINIT static py::gil_safe_call_once_and_store storage; return storage .call_once_and_store_result( []() -> py::object { return py::module_::import("collections").attr("defaultdict"); }) .get_stored(); } TEST_CASE("Single Subinterpreter") { unsafe_reset_internals_for_single_interpreter(); py::module_::import("external_module"); // in the main interpreter // Add tags to the modules in the main interpreter and test the basics. py::module_::import("__main__").attr("main_tag") = "main interpreter"; { auto m = py::module_::import("widget_module"); m.attr("extension_module_tag") = "added to module in main interpreter"; REQUIRE(m.attr("add")(1, 2).cast() == 3); } REQUIRE(has_state_dict_internals_obj()); auto main_int = py::module_::import("external_module").attr("internals_at")().cast(); /// Create and switch to a subinterpreter. { py::scoped_subinterpreter ssi; // The subinterpreter has internals populated REQUIRE(has_state_dict_internals_obj()); py::list(py::module_::import("sys").attr("path")).append(py::str(".")); auto ext_int = py::module_::import("external_module").attr("internals_at")().cast(); py::detail::get_internals(); REQUIRE(get_details_as_uintptr() == ext_int); REQUIRE(ext_int != main_int); // Modules tags should be gone. REQUIRE_FALSE(py::hasattr(py::module_::import("__main__"), "tag")); { auto m = py::module_::import("widget_module"); REQUIRE_FALSE(py::hasattr(m, "extension_module_tag")); // Function bindings should still work. REQUIRE(m.attr("add")(1, 2).cast() == 3); } } REQUIRE(py::hasattr(py::module_::import("__main__"), "main_tag")); REQUIRE(py::hasattr(py::module_::import("widget_module"), "extension_module_tag")); REQUIRE(has_state_dict_internals_obj()); unsafe_reset_internals_for_single_interpreter(); } # if PY_VERSION_HEX >= 0x030D0000 TEST_CASE("Move Subinterpreter") { std::unique_ptr sub(new py::subinterpreter(py::subinterpreter::create())); // on this thread, use the subinterpreter and import some non-trivial junk { py::subinterpreter_scoped_activate activate(*sub); py::list(py::module_::import("sys").attr("path")).append(py::str(".")); py::module_::import("datetime"); py::module_::import("threading"); py::module_::import("external_module"); } auto t = std::thread([&]() { // Use it again { py::subinterpreter_scoped_activate activate(*sub); py::module_::import("external_module"); } sub.reset(); }); // on 3.14.1+ destructing a sub-interpreter does a stop-the-world. we need to detach our // thread state in order for that to be possible. { py::gil_scoped_release nogil; t.join(); } REQUIRE(!sub); unsafe_reset_internals_for_single_interpreter(); } # endif TEST_CASE("GIL Subinterpreter") { PyInterpreterState *main_interp = PyInterpreterState_Get(); { auto sub = py::subinterpreter::create(); REQUIRE(main_interp == PyInterpreterState_Get()); PyInterpreterState *sub_interp = nullptr; { py::subinterpreter_scoped_activate activate(sub); sub_interp = PyInterpreterState_Get(); REQUIRE(sub_interp != main_interp); py::list(py::module_::import("sys").attr("path")).append(py::str(".")); py::module_::import("datetime"); py::module_::import("threading"); py::module_::import("external_module"); { py::subinterpreter_scoped_activate main(py::subinterpreter::main()); REQUIRE(PyInterpreterState_Get() == main_interp); { py::gil_scoped_release nogil{}; { py::gil_scoped_acquire yesgil{}; REQUIRE(PyInterpreterState_Get() == main_interp); } } REQUIRE(PyInterpreterState_Get() == main_interp); } REQUIRE(PyInterpreterState_Get() == sub_interp); { py::gil_scoped_release nogil{}; { py::gil_scoped_acquire yesgil{}; REQUIRE(PyInterpreterState_Get() == sub_interp); } } REQUIRE(PyInterpreterState_Get() == sub_interp); } REQUIRE(PyInterpreterState_Get() == main_interp); { py::gil_scoped_release nogil{}; { py::gil_scoped_acquire yesgil{}; REQUIRE(PyInterpreterState_Get() == main_interp); } } REQUIRE(PyInterpreterState_Get() == main_interp); bool thread_result; { thread_result = false; py::gil_scoped_release nogil{}; std::thread([&]() { { py::subinterpreter_scoped_activate ssa{sub}; } { py::gil_scoped_acquire gil{}; thread_result = (PyInterpreterState_Get() == main_interp); } }).join(); } REQUIRE(thread_result); { thread_result = false; py::gil_scoped_release nogil{}; std::thread([&]() { py::gil_scoped_acquire gil{}; thread_result = (PyInterpreterState_Get() == main_interp); }).join(); } REQUIRE(thread_result); } REQUIRE(PyInterpreterState_Get() == main_interp); unsafe_reset_internals_for_single_interpreter(); } TEST_CASE("Multiple Subinterpreters") { unsafe_reset_internals_for_single_interpreter(); // Make sure the module is in the main interpreter and save its pointer auto *main_ext = py::module_::import("external_module").ptr(); auto main_int = py::module_::import("external_module").attr("internals_at")().cast(); py::module_::import("external_module").attr("multi_interp") = "1"; { py::subinterpreter si1 = py::subinterpreter::create(); std::unique_ptr psi2; PyObject *sub1_ext = nullptr; PyObject *sub2_ext = nullptr; uintptr_t sub1_int = 0; uintptr_t sub2_int = 0; { py::subinterpreter_scoped_activate scoped(si1); py::list(py::module_::import("sys").attr("path")).append(py::str(".")); // The subinterpreter has its own copy of this module which is completely separate from // main sub1_ext = py::module_::import("external_module").ptr(); REQUIRE(sub1_ext != main_ext); REQUIRE_FALSE(py::hasattr(py::module_::import("external_module"), "multi_interp")); py::module_::import("external_module").attr("multi_interp") = "2"; // The subinterpreter also has its own internals sub1_int = py::module_::import("external_module").attr("internals_at")().cast(); REQUIRE(sub1_int != main_int); // while the old one is active, create a new one psi2.reset(new py::subinterpreter(py::subinterpreter::create())); } { py::subinterpreter_scoped_activate scoped(*psi2); py::list(py::module_::import("sys").attr("path")).append(py::str(".")); // The second subinterpreter is separate from both main and the other subinterpreter sub2_ext = py::module_::import("external_module").ptr(); REQUIRE(sub2_ext != main_ext); REQUIRE(sub2_ext != sub1_ext); REQUIRE_FALSE(py::hasattr(py::module_::import("external_module"), "multi_interp")); py::module_::import("external_module").attr("multi_interp") = "3"; // The subinterpreter also has its own internals sub2_int = py::module_::import("external_module").attr("internals_at")().cast(); REQUIRE(sub2_int != main_int); REQUIRE(sub2_int != sub1_int); } { py::subinterpreter_scoped_activate scoped(si1); REQUIRE( py::cast(py::module_::import("external_module").attr("multi_interp")) == "2"); } // out here we should be in the main interpreter, with the GIL, with the other 2 still // alive auto post_int = py::module_::import("external_module").attr("internals_at")().cast(); // Make sure internals went back the way it was before REQUIRE(main_int == post_int); REQUIRE(py::cast(py::module_::import("external_module").attr("multi_interp")) == "1"); } // now back to just main auto post_int = py::module_::import("external_module").attr("internals_at")().cast(); // Make sure internals went back the way it was before REQUIRE(main_int == post_int); REQUIRE(py::cast(py::module_::import("external_module").attr("multi_interp")) == "1"); unsafe_reset_internals_for_single_interpreter(); } // Test that gil_safe_call_once_and_store provides per-interpreter storage. // Without the per-interpreter storage fix, the subinterpreter would see the value // cached by the main interpreter, which is invalid (different interpreter's object). TEST_CASE("gil_safe_call_once_and_store per-interpreter isolation") { unsafe_reset_internals_for_single_interpreter(); // This static simulates a typical usage pattern where a module caches // an imported object using gil_safe_call_once_and_store. PYBIND11_CONSTINIT static py::gil_safe_call_once_and_store storage; // Get the interpreter ID in the main interpreter auto main_interp_id = PyInterpreterState_GetID(PyInterpreterState_Get()); // Store a value in the main interpreter - we'll store the interpreter ID as a Python int auto &main_value = storage .call_once_and_store_result([]() { return py::int_(PyInterpreterState_GetID(PyInterpreterState_Get())); }) .get_stored(); REQUIRE(main_value.cast() == main_interp_id); py::object dict_type = get_dict_type_object(); py::object ordered_dict_type = get_ordered_dict_type_object(); py::object default_dict_type = get_default_dict_type_object(); int64_t sub_interp_id = -1; int64_t sub_cached_value = -1; bool sub_default_dict_type_destroyed = false; // Create a subinterpreter and check that it gets its own storage { py::scoped_subinterpreter ssi; sub_interp_id = PyInterpreterState_GetID(PyInterpreterState_Get()); REQUIRE(sub_interp_id != main_interp_id); // Access the same static storage from the subinterpreter. // With per-interpreter storage, this should call the lambda again // and cache a NEW value for this interpreter. // Without per-interpreter storage, this would return main's cached value. auto &sub_value = storage .call_once_and_store_result([]() { return py::int_(PyInterpreterState_GetID(PyInterpreterState_Get())); }) .get_stored(); sub_cached_value = sub_value.cast(); // The cached value should be the SUBINTERPRETER's ID, not the main interpreter's. // This would fail without per-interpreter storage. REQUIRE(sub_cached_value == sub_interp_id); REQUIRE(sub_cached_value != main_interp_id); py::object sub_dict_type = get_dict_type_object(); py::object sub_ordered_dict_type = get_ordered_dict_type_object(); py::object sub_default_dict_type = get_default_dict_type_object(); // Verify that the subinterpreter has its own cached type objects. // For static types, they should be the same object across interpreters. // See also: https://docs.python.org/3/c-api/typeobj.html#static-types REQUIRE(sub_dict_type.is(dict_type)); // dict is a static type REQUIRE(sub_ordered_dict_type.is(ordered_dict_type)); // OrderedDict is a static type // For heap types, they are dynamically created per-interpreter. // See also: https://docs.python.org/3/c-api/typeobj.html#heap-types REQUIRE_FALSE(sub_default_dict_type.is(default_dict_type)); // defaultdict is a heap type // Set up a weakref callback to detect when the subinterpreter's cached default_dict_type // is destroyed so the gil_safe_call_once_and_store storage is not leaked when the // subinterpreter is shutdown. (void) py::weakref(sub_default_dict_type, py::cpp_function([&](py::handle weakref) -> void { sub_default_dict_type_destroyed = true; weakref.dec_ref(); })) .release(); } // Back in main interpreter, verify main's value is unchanged auto &main_value_after = storage.get_stored(); REQUIRE(main_value_after.cast() == main_interp_id); // Verify that the types cached in main are unchanged py::object dict_type_after = get_dict_type_object(); py::object ordered_dict_type_after = get_ordered_dict_type_object(); py::object default_dict_type_after = get_default_dict_type_object(); REQUIRE(dict_type_after.is(dict_type)); REQUIRE(ordered_dict_type_after.is(ordered_dict_type)); REQUIRE(default_dict_type_after.is(default_dict_type)); // Verify that the subinterpreter's cached default_dict_type was destroyed REQUIRE(sub_default_dict_type_destroyed); unsafe_reset_internals_for_single_interpreter(); } # ifdef Py_MOD_PER_INTERPRETER_GIL_SUPPORTED TEST_CASE("Per-Subinterpreter GIL") { auto main_int = py::module_::import("external_module").attr("internals_at")().cast(); std::atomic started, sync, failure; started = 0; sync = 0; failure = 0; // REQUIRE throws on failure, so we can't use it within the thread # define T_REQUIRE(status) \ do { \ assert(status); \ if (!(status)) \ ++failure; \ } while (0) auto &&thread_main = [&](int num) { while (started == 0) std::this_thread::sleep_for(std::chrono::microseconds(1)); ++started; py::gil_scoped_acquire gil; // we have the GIL, we can access the main interpreter auto t_int = py::module_::import("external_module").attr("internals_at")().cast(); T_REQUIRE(t_int == main_int); py::module_::import("external_module").attr("multi_interp") = "1"; auto sub = py::subinterpreter::create(); { py::subinterpreter_scoped_activate sguard{sub}; py::list(py::module_::import("sys").attr("path")).append(py::str(".")); // we have switched to the new interpreter and released the main gil // trampoline_module did not provide the per_interpreter_gil tag, so it cannot be // imported bool caught = false; try { py::module_::import("trampoline_module"); } catch (pybind11::error_already_set &pe) { T_REQUIRE(pe.matches(PyExc_ImportError)); std::string msg(pe.what()); T_REQUIRE(msg.find("does not support loading in subinterpreters") != std::string::npos); caught = true; } T_REQUIRE(caught); // widget_module did provide the per_interpreter_gil tag, so it this does not throw try { py::module_::import("widget_module"); caught = false; } catch (pybind11::error_already_set &) { caught = true; } T_REQUIRE(!caught); // widget_module did provide the per_interpreter_gil tag, so it this does not throw py::module_::import("widget_module"); T_REQUIRE(!py::hasattr(py::module_::import("external_module"), "multi_interp")); py::module_::import("external_module").attr("multi_interp") = std::to_string(num); // wait for something to set sync to our thread number // we are holding our subinterpreter's GIL while (sync != num) std::this_thread::sleep_for(std::chrono::microseconds(1)); // now change it so the next thread can move on ++sync; // but keep holding the GIL until after the next thread moves on as well while (sync == num + 1) std::this_thread::sleep_for(std::chrono::microseconds(1)); // one last check before quitting the thread, the internals should be different auto sub_int = py::module_::import("external_module").attr("internals_at")().cast(); T_REQUIRE(sub_int != main_int); } }; # undef T_REQUIRE std::thread t1(thread_main, 1); std::thread t2(thread_main, 2); // we spawned two threads, at this point they are both waiting for started to increase ++started; // ok now wait for the threads to start while (started != 3) std::this_thread::sleep_for(std::chrono::microseconds(1)); // we still hold the main GIL, at this point both threads are waiting on the main GIL // IN THE CASE of free threading, the threads are waiting on sync (because there is no GIL) // IF the below code hangs in one of the wait loops, then the child thread GIL behavior did not // function as expected. { // release the GIL and allow the threads to run py::gil_scoped_release nogil; // the threads are now waiting on the sync REQUIRE(sync == 0); // this will trigger thread 1 and then advance and trigger 2 and then advance sync = 1; // wait for thread 2 to advance while (sync != 3) std::this_thread::sleep_for(std::chrono::microseconds(1)); // we know now that thread 1 has run and may be finishing // and thread 2 is waiting for permission to advance // so we move sync so that thread 2 can finish executing ++sync; // now wait for both threads to complete t1.join(); t2.join(); } // now we have the gil again, sanity check REQUIRE(py::cast(py::module_::import("external_module").attr("multi_interp")) == "1"); unsafe_reset_internals_for_single_interpreter(); // make sure nothing unexpected happened inside the threads, now that they are completed REQUIRE(failure == 0); } # endif // Py_MOD_PER_INTERPRETER_GIL_SUPPORTED #endif // PYBIND11_HAS_SUBINTERPRETER_SUPPORT