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Add pybind11/gil_safe_call_once.h (to fix deadlocks in pybind11/numpy…
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….h) (#4877)

* LazyInitializeAtLeastOnceDestroyNever v1

* Go back to using `union` as originally suggested by jbms@. The trick (also suggested by jbms@) is to add empty ctor + dtor.

* Revert "Go back to using `union` as originally suggested by jbms@. The trick (also suggested by jbms@) is to add empty ctor + dtor."

This reverts commit e7b8c4f0fcd72191e88d1c17abf5da08fe3a9c6f.

* Remove `#include <stdalign.h>`

* `include\pybind11/numpy.h(24,10): fatal error C1083: Cannot open include file: 'stdalign.h': No such file or directory`

* @tkoeppe wrote: this is a C interop header (and we're not writing C)

* Suppress gcc 4.8.5 (CentOS 7) warning.

```
include/pybind11/eigen/../numpy.h:63:53: error: dereferencing type-punned pointer will break strict-aliasing rules [-Werror=strict-aliasing]
         return *reinterpret_cast<T *>(value_storage_);
                                                     ^
```

* Replace comments:

Document PRECONDITION.

Adopt comment suggested by @tkoeppe: pybind/pybind11#4877 (comment)

* Adopt suggestion by @tkoeppe:

* pybind/pybind11#4877 (comment)

* https://godbolt.org/z/Wa79nKz6e

* Add `PYBIND11_CONSTINIT`, but it does not work for the current use cases:

```
g++ -o pybind11/tests/test_numpy_array.os -c -std=c++20 -fPIC -fvisibility=hidden -O0 -g -Wall -Wextra -Wconversion -Wcast-qual -Wdeprecated -Wundef -Wnon-virtual-dtor -Wunused-result -Werror -isystem /usr/include/python3.11 -isystem /usr/include/eigen3 -DPYBIND11_STRICT_ASSERTS_CLASS_HOLDER_VS_TYPE_CASTER_MIX -DPYBIND11_ENABLE_TYPE_CASTER_ODR_GUARD_IF_AVAILABLE -DPYBIND11_TEST_BOOST -Ipybind11/include -I/usr/local/google/home/rwgk/forked/pybind11/include -I/usr/local/google/home/rwgk/clone/pybind11/include /usr/local/google/home/rwgk/forked/pybind11/tests/test_numpy_array.cpp
```

```
In file included from /usr/local/google/home/rwgk/forked/pybind11/tests/test_numpy_array.cpp:10:
/usr/local/google/home/rwgk/forked/pybind11/include/pybind11/numpy.h: In static member function ‘static pybind11::detail::npy_api& pybind11::detail::npy_api::get()’:
/usr/local/google/home/rwgk/forked/pybind11/include/pybind11/numpy.h:258:82: error: ‘constinit’ variable ‘api_init’ does not have a constant initializer
  258 |         PYBIND11_CONSTINIT static LazyInitializeAtLeastOnceDestroyNever<npy_api> api_init;
      |                                                                                  ^~~~~~~~
```

```
In file included from /usr/local/google/home/rwgk/forked/pybind11/tests/test_numpy_array.cpp:10:
/usr/local/google/home/rwgk/forked/pybind11/include/pybind11/numpy.h: In static member function ‘static pybind11::object& pybind11::dtype::_dtype_from_pep3118()’:
/usr/local/google/home/rwgk/forked/pybind11/include/pybind11/numpy.h:697:13: error: ‘constinit’ variable ‘imported_obj’ does not have a constant initializer
  697 |             imported_obj;
      |             ^~~~~~~~~~~~
```

* Revert "Add `PYBIND11_CONSTINIT`, but it does not work for the current use cases:"

This reverts commit f07b28bda9f91fb723aa898a21c81b6dd6857072.

* Reapply "Add `PYBIND11_CONSTINIT`, but it does not work for the current use cases:"

This reverts commit 36be645758aa82b576d24003808386bec6e55bf9.

* Add Default Member Initializer on `value_storage_` as suggested by @tkoeppe:

pybind/pybind11#4877 (comment)

This fixes the errors reported under commit f07b28bda9f91fb723aa898a21c81b6dd6857072.

* Fix copy-paste-missed-a-change mishap in commit 88cec1152ab5576db19bab95c484672f06f5989a.

* Semi-paranoid placement new (based on pybind/pybind11#4877 (comment)).

* Move PYBIND11_CONSTINIT to detail/common.h

* Move code to the right places, rename new class and some variables.

* Fix oversight: update tests/extra_python_package/test_files.py

* Get the name right first.

* Use `std::call_once`, `std::atomic`, following a pattern developed by @tkoeppe

* Make the API more self-documenting (and possibly more easily reusable).

* google-clang-tidy IWYU fixes

* Rewrite comment as suggested by @tkoeppe

* Update test_exceptions.cpp and exceptions.rst

* Fix oversight in previous commit: add `PYBIND11_CONSTINIT`

* Make `get_stored()` non-const for simplicity.

As suggested by @tkoeppe: not seeing any reasonable use in which `get_stored` has to be const.

* Add comment regarding `KeyboardInterrupt` behavior, based heavily on information provided by @jbms.

* Add `assert(PyGILState_Check())` in `gil_scoped_release` ctor (simple & non-simple implementation) as suggested by @EthanSteinberg.

* Fix oversight in previous commit (missing include cassert).

* Remove use of std::atomic, leaving comments with rationale, why it is not needed.

* Rewrite comment re `std:optional` based on deeper reflection (aka 2nd thoughts).

* Additional comment with the conclusion of a discussion under PR #4877.

* pybind/pybind11#4877 (comment)

* Small comment changes suggested by @tkoeppe.
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Ralf W. Grosse-Kunstleve authored Oct 12, 2023
1 parent 6c77208 commit 0e2c3e5
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Showing 8 changed files with 133 additions and 14 deletions.
1 change: 1 addition & 0 deletions CMakeLists.txt
Original file line number Diff line number Diff line change
Expand Up @@ -142,6 +142,7 @@ set(PYBIND11_HEADERS
include/pybind11/embed.h
include/pybind11/eval.h
include/pybind11/gil.h
include/pybind11/gil_safe_call_once.h
include/pybind11/iostream.h
include/pybind11/functional.h
include/pybind11/numpy.h
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9 changes: 4 additions & 5 deletions docs/advanced/exceptions.rst
Original file line number Diff line number Diff line change
Expand Up @@ -141,15 +141,14 @@ standard python RuntimeError:

.. code-block:: cpp
// This is a static object, so we must leak the Python reference:
// It is undefined when the destructor will run, possibly only after the
// Python interpreter is finalized already.
static py::handle exc = py::exception<MyCustomException>(m, "MyCustomError").release();
PYBIND11_CONSTINIT static py::gil_safe_call_once_and_store<py::object> exc_storage;
exc_storage.call_once_and_store_result(
[&]() { return py::exception<MyCustomException>(m, "MyCustomError"); });
py::register_exception_translator([](std::exception_ptr p) {
try {
if (p) std::rethrow_exception(p);
} catch (const MyCustomException &e) {
py::set_error(exc, e.what());
py::set_error(exc_storage.get_stored(), e.what());
} catch (const OtherException &e) {
py::set_error(PyExc_RuntimeError, e.what());
}
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8 changes: 8 additions & 0 deletions include/pybind11/detail/common.h
Original file line number Diff line number Diff line change
Expand Up @@ -118,6 +118,14 @@
# endif
#endif

#if defined(PYBIND11_CPP20)
# define PYBIND11_CONSTINIT constinit
# define PYBIND11_DTOR_CONSTEXPR constexpr
#else
# define PYBIND11_CONSTINIT
# define PYBIND11_DTOR_CONSTEXPR
#endif

// Compiler version assertions
#if defined(__INTEL_COMPILER)
# if __INTEL_COMPILER < 1800
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10 changes: 9 additions & 1 deletion include/pybind11/gil.h
Original file line number Diff line number Diff line change
Expand Up @@ -11,6 +11,8 @@

#include "detail/common.h"

#include <cassert>

#if defined(WITH_THREAD) && !defined(PYBIND11_SIMPLE_GIL_MANAGEMENT)
# include "detail/internals.h"
#endif
Expand Down Expand Up @@ -137,7 +139,9 @@ class gil_scoped_acquire {

class gil_scoped_release {
public:
// PRECONDITION: The GIL must be held when this constructor is called.
explicit gil_scoped_release(bool disassoc = false) : disassoc(disassoc) {
assert(PyGILState_Check());
// `get_internals()` must be called here unconditionally in order to initialize
// `internals.tstate` for subsequent `gil_scoped_acquire` calls. Otherwise, an
// initialization race could occur as multiple threads try `gil_scoped_acquire`.
Expand Down Expand Up @@ -201,7 +205,11 @@ class gil_scoped_release {
PyThreadState *state;

public:
gil_scoped_release() : state{PyEval_SaveThread()} {}
// PRECONDITION: The GIL must be held when this constructor is called.
gil_scoped_release() {
assert(PyGILState_Check());
state = PyEval_SaveThread();
}
gil_scoped_release(const gil_scoped_release &) = delete;
gil_scoped_release &operator=(const gil_scoped_release &) = delete;
~gil_scoped_release() { PyEval_RestoreThread(state); }
Expand Down
91 changes: 91 additions & 0 deletions include/pybind11/gil_safe_call_once.h
Original file line number Diff line number Diff line change
@@ -0,0 +1,91 @@
// Copyright (c) 2023 The pybind Community.

#pragma once

#include "detail/common.h"
#include "gil.h"

#include <cassert>
#include <mutex>

PYBIND11_NAMESPACE_BEGIN(PYBIND11_NAMESPACE)

// Use the `gil_safe_call_once_and_store` class below instead of the naive
//
// static auto imported_obj = py::module_::import("module_name"); // BAD, DO NOT USE!
//
// which has two serious issues:
//
// 1. Py_DECREF() calls potentially after the Python interpreter was finalized already, and
// 2. deadlocks in multi-threaded processes (because of missing lock ordering).
//
// The following alternative avoids both problems:
//
// PYBIND11_CONSTINIT static py::gil_safe_call_once_and_store<py::object> storage;
// auto &imported_obj = storage // Do NOT make this `static`!
// .call_once_and_store_result([]() {
// return py::module_::import("module_name");
// })
// .get_stored();
//
// The parameter of `call_once_and_store_result()` must be callable. It can make
// CPython API calls, and in particular, it can temporarily release the GIL.
//
// `T` can be any C++ type, it does not have to involve CPython API types.
//
// The behavior with regard to signals, e.g. `SIGINT` (`KeyboardInterrupt`),
// is not ideal. If the main thread is the one to actually run the `Callable`,
// then a `KeyboardInterrupt` will interrupt it if it is running normal Python
// code. The situation is different if a non-main thread runs the
// `Callable`, and then the main thread starts waiting for it to complete:
// a `KeyboardInterrupt` will not interrupt the non-main thread, but it will
// get processed only when it is the main thread's turn again and it is running
// normal Python code. However, this will be unnoticeable for quick call-once
// functions, which is usually the case.
template <typename T>
class gil_safe_call_once_and_store {
public:
// PRECONDITION: The GIL must be held when `call_once_and_store_result()` is called.
template <typename Callable>
gil_safe_call_once_and_store &call_once_and_store_result(Callable &&fn) {
if (!is_initialized_) { // This read is guarded by the GIL.
// Multiple threads may enter here, because the GIL is released in the next line and
// CPython API calls in the `fn()` call below may release and reacquire the GIL.
gil_scoped_release gil_rel; // Needed to establish lock ordering.
std::call_once(once_flag_, [&] {
// Only one thread will ever enter here.
gil_scoped_acquire gil_acq;
::new (storage_) T(fn()); // fn may release, but will reacquire, the GIL.
is_initialized_ = true; // This write is guarded by the GIL.
});
// All threads will observe `is_initialized_` as true here.
}
// Intentionally not returning `T &` to ensure the calling code is self-documenting.
return *this;
}

// This must only be called after `call_once_and_store_result()` was called.
T &get_stored() {
assert(is_initialized_);
PYBIND11_WARNING_PUSH
#if !defined(__clang__) && defined(__GNUC__) && __GNUC__ < 5
// Needed for gcc 4.8.5
PYBIND11_WARNING_DISABLE_GCC("-Wstrict-aliasing")
#endif
return *reinterpret_cast<T *>(storage_);
PYBIND11_WARNING_POP
}

constexpr gil_safe_call_once_and_store() = default;
PYBIND11_DTOR_CONSTEXPR ~gil_safe_call_once_and_store() = default;

private:
alignas(T) char storage_[sizeof(T)] = {};
std::once_flag once_flag_ = {};
bool is_initialized_ = false;
// The `is_initialized_`-`storage_` pair is very similar to `std::optional`,
// but the latter does not have the triviality properties of former,
// therefore `std::optional` is not a viable alternative here.
};

PYBIND11_NAMESPACE_END(PYBIND11_NAMESPACE)
19 changes: 13 additions & 6 deletions include/pybind11/numpy.h
Original file line number Diff line number Diff line change
Expand Up @@ -10,7 +10,10 @@
#pragma once

#include "pybind11.h"
#include "detail/common.h"
#include "complex.h"
#include "gil_safe_call_once.h"
#include "pytypes.h"

#include <algorithm>
#include <array>
Expand Down Expand Up @@ -206,8 +209,8 @@ struct npy_api {
};

static npy_api &get() {
static npy_api api = lookup();
return api;
PYBIND11_CONSTINIT static gil_safe_call_once_and_store<npy_api> storage;
return storage.call_once_and_store_result(lookup).get_stored();
}

bool PyArray_Check_(PyObject *obj) const {
Expand Down Expand Up @@ -643,10 +646,14 @@ class dtype : public object {
char flags() const { return detail::array_descriptor_proxy(m_ptr)->flags; }

private:
static object _dtype_from_pep3118() {
module_ m = detail::import_numpy_core_submodule("_internal");
static PyObject *obj = m.attr("_dtype_from_pep3118").cast<object>().release().ptr();
return reinterpret_borrow<object>(obj);
static object &_dtype_from_pep3118() {
PYBIND11_CONSTINIT static gil_safe_call_once_and_store<object> storage;
return storage
.call_once_and_store_result([]() {
return detail::import_numpy_core_submodule("_internal")
.attr("_dtype_from_pep3118");
})
.get_stored();
}

dtype strip_padding(ssize_t itemsize) {
Expand Down
1 change: 1 addition & 0 deletions tests/extra_python_package/test_files.py
Original file line number Diff line number Diff line change
Expand Up @@ -35,6 +35,7 @@
"include/pybind11/eval.h",
"include/pybind11/functional.h",
"include/pybind11/gil.h",
"include/pybind11/gil_safe_call_once.h",
"include/pybind11/iostream.h",
"include/pybind11/numpy.h",
"include/pybind11/operators.h",
Expand Down
8 changes: 6 additions & 2 deletions tests/test_exceptions.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -6,6 +6,8 @@
All rights reserved. Use of this source code is governed by a
BSD-style license that can be found in the LICENSE file.
*/
#include <pybind11/gil_safe_call_once.h>

#include "test_exceptions.h"

#include "local_bindings.h"
Expand Down Expand Up @@ -114,15 +116,17 @@ TEST_SUBMODULE(exceptions, m) {
[]() { throw std::runtime_error("This exception was intentionally thrown."); });

// PLEASE KEEP IN SYNC with docs/advanced/exceptions.rst
static py::handle ex = py::exception<MyException>(m, "MyException").release();
PYBIND11_CONSTINIT static py::gil_safe_call_once_and_store<py::object> ex_storage;
ex_storage.call_once_and_store_result(
[&]() { return py::exception<MyException>(m, "MyException"); });
py::register_exception_translator([](std::exception_ptr p) {
try {
if (p) {
std::rethrow_exception(p);
}
} catch (const MyException &e) {
// Set MyException as the active python error
py::set_error(ex, e.what());
py::set_error(ex_storage.get_stored(), e.what());
}
});

Expand Down

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