145 KiB
Changelog
Starting with version 1.8.0, pybind11 releases use a semantic versioning policy.
Changes will be added here periodically from the "Suggested changelog entry" block in pull request descriptions.
Version 3.0.1 (August 22, 2025)
Bug fixes:
-
Fixed compilation error in
type_caster_enum_typewhen casting pointer-to-enum types. Added pointer overload to handle dereferencing before enum conversion. #5776 -
Implement binary version of
make_index_sequenceto reduce template depth requirements for functions with many parameters. #5751 -
Subinterpreter-specific exception handling code was removed to resolve segfaults. #5795
-
Fixed issue that caused
PYBIND11_MODULEcode to run again if the module was re-imported after being deleted fromsys.modules. #5782 -
Prevent concurrent creation of sub-interpreters as a workaround for stdlib concurrency issues in Python 3.12. #5779
-
Fixed potential crash when using
cpp_functionobjects with sub-interpreters. #5771 -
Fixed non-entrant check in
implicitly_convertible(). #5777 -
Support C++20 on platforms that have older c++ runtimes. #5761
-
Fix compilation with clang on msys2. #5757
-
Avoid
nullptrdereference warning with GCC 13.3.0 and python 3.11.13. #5756 -
Fix potential warning about number of threads being too large. #5807
- Fix gcc 11.4+ warning about serial compilation using CMake. #5791
Documentation:
-
Improve
buffer_infotype checking in numpy docs. #5805 -
Replace
robotpy-buildwithsemiwrapin the binding tool list. #5804 -
Show nogil in most examples. #5770
-
Fix
py::trampoline_self_life_supportvisibility in docs. #5766
Tests:
-
Avoid a spurious warning about
DOWNLOAD_CATCHbeing manually specified. #5803 -
Fix an IsolatedConfig test. #5768
CI:
- Add CI testing for Android. #5714
Internal:
- Rename internal variables to avoid the word
slots(reads better). #5793
Version 3.0.0 (July 10, 2025)
Pybind11 3.0 includes an ABI bump, the first required bump in many years
on Unix (Windows has had required bumps more often). This release contains
the smart-holder branch, multi-phase init and subinterpreter support,
py::native_enum, an interface to warnings, typing improvements, and more.
CMake now defaults to FindPython mode. Please check our upgrade guide for
more info on upgrading!
Support for Python 3.14, 3.14t, GraalPy, and PyPy 3.11 has been added, while legacy support for Python 3.7, PyPy 3.8/3.9, and CMake <3.15 has been removed. Most deprecated features have been kept for this release, but anything producing a warning in 3.0 may be removed in a future 3.x version. We also now have a deprecation page.
New Features:
-
The
smart_holderbranch has been merged, enablingpy::class_<T, py::smart_holder>, which handles two-way conversion withstd::unique_ptr<T>andstd::shared_ptr<T>(simultaneously), disowning a Python object being passed tostd::unique_ptr<T>, trampoline objects, andstd::enable_shared_from_this. #5542-
Added support for
std::shared_ptr<const T>inpy::init()when usingpy::smart_holder, complementing existing support forstd::unique_ptr<const T>. #5731 -
Support const-only smart pointers. #5718
-
Eliminate cross-DSO RTTI reliance from
trampoline_self_life_supportfunctionality,smart_holderdeleter detection, and othersmart_holderbookkeeping. Resolves platform-specific issues on macOS related to cross-DSOdynamic_castandtypeidmismatches. #5728 (replaces #5700)
-
-
Changed
PYBIND11_MODULEmacro implementation to perform multi-phase module initialization (PEP 489) behind the scenes. #5574 and avoid destruction #5688 -
Support for sub-interpreters (both isolated (with separate GILs) and legacy (with a global GIL). Add the
py::multiple_interpreters::per_interpreter_gil()tag (or,py::multiple_interpreters::shared_gil()for legacy interpreter support) toPYBIND11_MODULEcalls (as the third parameter) to indicate that a module supports running with sub-interpreters. #5564-
Rename macro
PYBIND11_SUBINTERPRETER_SUPPORT->PYBIND11_HAS_SUBINTERPRETER_SUPPORTto meet naming convention. #5682 -
Allow subinterpreter support to be disabled if defined to 0. This is mostly an emergency workaround, and is not exposed in CMake. #5708 and #5710
-
Modify internals pointer-to-pointer implementation to not use
thread_local(better iOS support). #5709 -
Support implementations without subinterpreter support. #5732
-
-
Changed
PYBIND11_EMBEDDED_MODULEmacro implementation to perform multi-phase module initialization (PEP 489) behind the scenes and to supportpy::mod_gil_not_used(),py::multiple_interpreters::per_interpreter_gil()andpy::multiple_interpreters::shared_gil(). #5665 and consolidate code #5670. -
Added API in
pybind11/subinterpreter.hfor embedding sub-intepreters (requires Python 3.12+). #5666 -
py::native_enumwas added, for conversions between Python's native (stdlib) enum types and C++ enums. #5555 -
Support
py::numpy_scalar<>/py::make_scalar()for NumPy types. #5726 -
A
py::release_gil_before_calling_cpp_dtoroption (forpy::class_) was added to resolve the long-standing issue #1446. #5522 -
Add
dtype::normalized_numanddtype::num_of. #5429 -
Add support for
array_t<handle>andarray_t<object>. #5427 -
Added
py::warningsnamespace withpy::warnings::warnandpy::warnings::new_warning_typethat provides the interface for Python warnings. #5291 -
stl.hlist|set|map_casterwere made more user friendly: it is no longer necessary to explicitly convert Python iterables totuple(),set(), ormap()in many common situations. #4686 -
The
array_casterin pybind11/stl.h was enhanced to support value types that are not default-constructible. #5305 -
pybind11/conduit/pybind11_platform_abi_id.hwas factored out, to maximize reusability ofPYBIND11_PLATFORM_ABI_ID(for other Python/C++ binding systems). Separately, a note was added to explain that the conduit feature only covers from-Python-to-C++ conversions. #5375 | #5740 -
Added support for finding pybind11 using pkgconf distributed on pypi. #5552
-
Support
--extension-suffixon the pybind11 command. #5360 -
Add semi-public API:
pybind11::detail::is_holder_constructedand update example forpybind11::custom_type_setupin documentation. #5669 -
Added
py::scoped_critical_sectionto support free-threaded mode. #5684 | #5706
New Features / fixes (typing):
- Added option for different arg/return type hints to
type_caster. Updatedstl/filesystemto use correct arg/return type hints. Updatedpybind11::typingto use correct arg/return type hints for nested types. #5450 - Updated type hint for
py::capsuletotype.CapsuleType. #5567 - Adds support for
typing.SupportsIntandtyping.SupportsFloat. UpdateFinalto be narrower type hint. Makestd::functionmatchCallabletype. Fixio_namebug inattr_with_type_hint. #5540 - Rework of arg/return type hints to support
.noconvert(). #5486 - Add
attr_with_typefor declaring attribute types andFinal,ClassVartype annotations. #5460 - Allow annotate methods with
py::pos_onlywhen only have theselfargument. Make arguments for auto-generated dunder methods positional-only. #5403 - Added
py::Argsandpy::KWArgsto enable custom type hinting of*argsand**kwargs(see PEP 484). #5357 - Switched to
numpy.typing.NDArrayandnumpy.typing.ArrayLike. #5212 - Use
numpy.object_instead ofobject. #5571 - Fix module type hint. #5469
- Fix Buffer type hint. #5662
- Added support for
collections.abcin type hints and convertible checks of STL casters andpy::buffer. #5566 - Fix
typingandcollections.abctype hint ambiguity. #5663 - Add
typing_extensionsalternatives for all types that need them. #5693
Removals:
- Remove support for pybind11 v2 internals versions (4, 5, 6). (The internals version number has been bumped for pybind11 v3.) #5512 | #5530
- Remove
make_simple_namespace(added in 2.8.0, deprecated in 2.8.1). #5597 - Legacy-mode option
PYBIND11_NUMPY_1_ONLYhas been removed. #5595 - Add a deprecation warning to
.get_type(deprecated in pybind11 2.6 in 2020). #5596
Bug fixes:
- Set
__file__on submodules. #5584. Except on embedded modules. #5650 - pybind11-bound functions are now pickleable. #5580
- Fix bug in
attr_with_type_hintto allow objects to be inattr_with_type_hint. #5576 - A
-Wmaybe-uninitializedwarning suppression was added inpybind11/eigen/matrix.h. #5516 PYBIND11_WARNING_POPwas incorrectly defined asPYBIND11_PRAGMA(clang diagnostic push). #5448PYBIND11_PLATFORM_ABI_ID(which is used in composingPYBIND11_INTERNALS_ID) was modernized to reflect actual ABI compatibility more accurately. #4953 | #5439- Fix buffer protocol implementation. #5407
- Fix iterator increment operator does not skip first item. #5400
- When getting or deleting an element in a container bound by
bind_map, print the key inKeyErrorif it does not exist. #5397 pybind11::builtin_exceptionis now explicitly exported when linked to libc++. #5390- Allow subclasses of
py::argsandpy::kwargs. #5381 - Disable false-positive GCC 12 Bound Check warning. #5355
- Update the dict when restoring pickles, instead of assigning a replacement dict. #5658
- Properly define
_DEBUGmacro to1instead of defining it without value. #5639 - Fix a missing time cast causing a compile error for newer ICC. #5621
- Change the behavior of the default constructor of
py::sliceto be equivalent to::in Python. #5620
Bug fixes and features (CMake):
- Enable FindPython mode by default, with a
COMPATmode that sets some of the old variables to ease transition. #5553 - Add an author warning that auto-calculated
PYTHON_MODULE_EXTENSIONmay not respectSETUPTOOLS_EXT_SUFFIXduring cross-compilation. #5495 - Don't strip with
CMAKE_BUILD_TYPENone. #5392 - Fix an issue with
NO_EXTRASaddingpybind11::windows_extrasanyway. #5378 - Fix issue with NEW/OLD message showing up. #5656
- Use CMake's warnings as errors if available (CMake 3.24+). #5612
- Add support for running pybind11's tests via presets in CMake 3.25+.
#5655 and support
--fresh. #5668 - Experimental CMake support for Android. #5733
- Presets now generate
compile_commands.json. #5685
Bug fixes (free-threading):
- Fix data race in free threaded CPython when accessing a shared static variable. #5494
- A free-threading data race in
all_type_info()was fixed. #5419 - Added exception translator specific mutex used with
try_translate_exceptionsin the free-threaded build for internal locking. #5362
Internals:
-
Consolidated all
PYBIND11_HAS_...feature macros intopybind11/detail/common.hto streamline backward compatibility checks and simplify internal refactoring. This change ensures consistent macro availability regardless of header inclusion order. #5647 -
pybind11/gil_simple.hwas factored out frompybind11/gil.h, so that it can easily be reused. #5614 -
Use CPython macros to construct
PYBIND11_VERSION_HEX. #5683
Documentation:
-
Improved
reference_internalpolicy documentation. #5528 -
A new "Double locking, deadlocking, GIL" document was added. #5394
-
Add documenting for free-threading and subinterpreters. #5659
Tests:
-
Download the final Catch2 2.x release if Catch download is requested. #5568
-
Explicitly used
signed charfor two numpy dtype tests. As seen when compiling usingclangon Linux with the-funsigned-charflag. #5545 -
CI testing now includes
-Wwrite-strings -Wunreachable-code -Wpointer-arith -Wredundant-declsin some jobs. #5523 -
Add nightly wheels to scientific-python's nightly wheelhouse. #5675
-
Expect free-threaded warning when loading a non-free-threaded module. #5680
-
Run pytest under Python devmode. #5715
New and removed platforms:
-
Support Python 3.14 (beta 1+). #5646
-
Added support for GraalPy Python implementation (https://github.com/oracle/graalpython). #5380
-
Support and test iOS in CI. #5705
-
Support for PyPy 3.8 and 3.9 was dropped. #5578
-
Support for Python 3.7 was removed. (Official end-of-life: 2023-06-27). #5191
-
Support for CMake older than 3.15 removed. CMake 3.15-4.0 supported. #5304 and fix regression #5691.
-
Use scikit-build-core for the build backend for the PyPI
pybind11. The CMake generation has been moved to the sdist->wheel step.PYBIND11_GLOBAL_SDISThas been removed. #5598 and updated docs/ci. #5676 -
clang 20 tested and used for clang-tidy. #5692
-
Drop testing on MSVC 2019 (as it is being removed from GitHub). #5712
-
Support Windows C++20 and Linux C++23 in tests. #5707
Version 2.13.6 (September 13, 2024)
New Features:
- A new
self._pybind11_conduit_v1_()method is automatically added to allpy::class_-wrapped types, to enable type-safe interoperability between different independent Python/C++ bindings systems, including pybind11 versions with differentPYBIND11_INTERNALS_VERSION's. Supported on pybind11 2.11.2, 2.12.1, and 2.13.6+. #5296
Bug fixes:
- Using
__cpp_nontype_template_argsinstead of__cpp_nontype_template_parameter_class. #5330 - Properly translate C++ exception to Python exception when creating Python buffer from wrapped object. #5324
Documentation:
- Adds an answer (FAQ) for "What is a highly conclusive and simple way to find memory leaks?". #5340
Version 2.13.5 (August 22, 2024)
Bug fixes:
- Fix includes when using Windows long paths (
\\?\prefix). #5321 - Support
-Wpedanticin C++20 mode. #5322 - Fix and test
<ranges>support forpy::tupleandpy::list. #5314
Version 2.13.4 (August 14, 2024)
Bug fixes:
Documentation:
- Remove repetitive words. #5308
Version 2.13.3 (August 13, 2024)
Bug fixes:
- Quote paths from pybind11-config #5302
- Fix typo in Emscripten support when in config mode (CMake) #5301
Version 2.13.2 (August 13, 2024)
New Features:
- A
pybind11::detail::type_caster_std_function_specializationsfeature was added, to support specializations forstd::function's with return types that require custom to-Python conversion behavior (to primary use case is to catch and convert exceptions). #4597
Changes:
- Use
PyMutexinstead ofstd::mutexfor internal locking in the free-threaded build. #5219 - Add a special type annotation for C++ empty tuple. #5214
- When compiling for WebAssembly, add the required exception flags (CMake 3.13+). #5298
Bug fixes:
- Make
gil_safe_call_once_and_storethread-safe in free-threaded CPython. #5246 - A missing
#include <algorithm>in pybind11/typing.h was added to fix build errors (in case user code does not already depend on that include). #5208 - Fix regression introduced in #5201 for GCC<10.3 in C++20 mode. #5205
- Remove extra = when assigning flto value in the case for Clang in CMake. #5207
Tests:
- Adding WASM testing to our CI (Pyodide / Emscripten via scikit-build-core). #4745
- clang-tidy (in GitHub Actions) was updated from clang 15 to clang 18. #5272
Version 2.13.1 (June 26, 2024)
New Features:
- Add support for
Typing.Callable[..., T]. #5202
Bug fixes:
- Avoid aligned allocation in free-threaded build in order to support macOS versions before 10.14. #5200
Version 2.13.0 (June 25, 2024)
New Features:
- Support free-threaded CPython (3.13t). Add
py::mod_gil_not_used()tag to indicate if a module supports running with the GIL disabled. #5148 - Support for Python 3.6 was removed. (Official end-of-life: 2021-12-23). #5177
py::listgained a.clear()method. #5153
- Support for
Union,Optional,type[T],typing.TypeGuard,typing.TypeIs,typing.Never,typing.NoReturnandtyping.Literalwas added topybind11/typing.h. #5166 #5165 #5194 #5193 #5192
- In CMake, if
PYBIND11_USE_CROSSCOMPILINGis enabled, thenCMAKE_CROSSCOMPILINGwill be respected and will keep pybind11 from accessing the interpreter during configuration. Several CMake variables will be required in this case, but can be deduced from the environment variableSETUPTOOLS_EXT_SUFFIX. The default (currentlyOFF) may be changed in the future. #5083
Bug fixes:
- A refcount bug (leading to heap-use-after-free) involving trampoline
functions with
PyObject *return type was fixed. #5156 - Return
py::ssize_tfrom.ref_count()instead ofint. #5139 - A subtle bug involving C++ types with unusual
operator&overrides was fixed. #5189 - Support Python 3.13 with minor fix, add to CI. #5127
- Fix mistake affecting old cmake and old boost. #5149
Documentation:
- Build docs updated to feature scikit-build-core and meson-python, and updated setuptools instructions. #5168
Tests:
- Avoid immortal objects in tests. #5150
CI:
- Compile against Python 3.13t in CI.
- Use
macos-13(Intel) for CI jobs for now (will drop Python 3.7 soon). #5109 - Releases now have artifact attestations, visible at https://github.com/pybind/pybind11/attestations. #5196
Other:
- Some cleanup in preparation for 3.13 support. #5137
- Avoid a warning by ensuring an iterator end check is included in release mode. #5129
- Bump max cmake to 3.29. #5075
- Update docs and noxfile. #5071
Version 2.12.1 (September 13, 2024)
New Features:
- A new
self._pybind11_conduit_v1_()method is automatically added to allpy::class_-wrapped types, to enable type-safe interoperability between different independent Python/C++ bindings systems, including pybind11 versions with differentPYBIND11_INTERNALS_VERSION's. Supported on pybind11 2.11.2, 2.12.1, and 2.13.6+. #5296
Version 2.12.0 (March 27, 2024)
New Features:
pybind11now supports compiling for NumPy 2. Most code shouldn't change (seeupgrade-guide-2.12for details). However, if you experience issues you can definePYBIND11_NUMPY_1_ONLYto disable the new support for now, but this will be removed in the future. #5050pybind11/gil_safe_call_once.hwas added (it needs to be included explicitly). The primary use case is GIL-safe initialization of C++staticvariables. #4877- Support move-only iterators in
py::make_iterator,py::make_key_iterator,py::make_value_iterator. #4834 - Two simple
py::set_error()functions were added and the documentation was updated accordingly. In particular,py::exception<>::operator()was deprecated (use one of the new functions instead). The documentation forpy::exception<>was further updated to not suggest code that may result in undefined behavior. #4772
Bug fixes:
- Removes potential for Undefined Behavior during process teardown. #4897
- Improve compatibility with the nvcc compiler (especially CUDA 12.1/12.2). #4893
pybind11/numpy.hnow imports NumPy'smultiarrayand_internalsubmodules with paths depending on the installed version of NumPy (for compatibility with NumPy 2). #4857- Builtins collections names in docstrings are now consistently rendered in lowercase (list, set, dict, tuple), in accordance with PEP 585. #4833
- Added
py::typing::Iterator<T>,py::typing::Iterable<T>. #4832 - Render
py::functionasCallablein docstring. #4829 - Also bump
PYBIND11_INTERNALS_VERSIONfor MSVC, which unlocks two new features without creating additional incompatibilities. #4819 - Guard against crashes/corruptions caused by modules built with different MSVC versions. #4779
- A long-standing bug in the handling of Python multiple inheritance was fixed. See PR #4762 for the rather complex details. #4762
- Fix
bind_mapwithusingdeclarations. #4952 - Qualify
py::detail::concatusage to avoid ADL selecting one from somewhere else, such as modernjson's concat. #4955 - Use new PyCode API on Python 3.12+. #4916
- Minor cleanup from warnings reported by Clazy. #4988
- Remove typing and duplicate
class_forKeysView/ValuesView/ItemsView. #4985 - Use
PyObject_VisitManagedDict()andPyObject_ClearManagedDict()on Python 3.13 and newer. #4973 - Update
make_static_property_type()to make it compatible with Python 3.13. #4971
- Render typed iterators for
make_iterator,make_key_iterator,make_value_iterator. #4876 - Add several missing type name specializations. #5073
- Change docstring render for
py::buffer,py::sequenceandpy::handle(toBuffer,Sequence,Any). #4831 - Fixed
base_enum.__str__docstring. #4827 - Enforce single line docstring signatures. #4735
- Special 'typed' wrappers now available in
typing.hto annotate tuple, dict, list, set, and function. #4259 - Create
handle_type_namespecialization to type-hint variable length tuples. #5051
- Setting
PYBIND11_FINDPYTHONto OFF will force the old FindPythonLibs mechanism to be used. #5042 - Skip empty
PYBIND11_PYTHON_EXECUTABLE_LASTfor the first cmake run. #4856 - Fix FindPython mode exports & avoid
pkg_resourcesifimportlib.metadataavailable. #4941 Python_ADDITIONAL_VERSIONS(classic search) now includes 3.12. #4909pybind11.pcis now relocatable by default as long as install destinations are not absolute paths. #4830- Correctly detect CMake FindPython removal when used as a subdirectory. #4806
- Don't require the libs component on CMake 3.18+ when using PYBIND11_FINDPYTHON (fixes manylinux builds). #4805
pybind11_stripis no longer automatically applied whenCMAKE_BUILD_TYPEis unset. #4780- Support
DEBUG_POSFIXcorrectly for debug builds. #4761 - Hardcode lto/thin lto for Emscripten cross-compiles. #4642
- Upgrade maximum supported CMake version to 3.27 to fix CMP0148 warnings. #4786
Documentation:
- Small fix to grammar in
functions.rst. #4791 - Remove upper bound in example pyproject.toml for setuptools. #4774
CI:
Other:
- Use Ruff formatter instead of Black. #4912
- An
assert()was added to help Coverty avoid generating a false positive. #4817
Version 2.11.2 (September 13, 2024)
New Features:
- A new
self._pybind11_conduit_v1_()method is automatically added to allpy::class_-wrapped types, to enable type-safe interoperability between different independent Python/C++ bindings systems, including pybind11 versions with differentPYBIND11_INTERNALS_VERSION's. Supported on pybind11 2.11.2, 2.12.1, and 2.13.6+. #5296
Version 2.11.1 (July 17, 2023)
Changes:
PYBIND11_NO_ASSERT_GIL_HELD_INCREF_DECREFis now provided as an option for disabling the default-onPyGILState_Check()'s inpybind11::handle'sinc_ref()&dec_ref(). #4753PYBIND11_ASSERT_GIL_HELD_INCREF_DECREFwas disabled for PyPy in general (not just PyPy Windows). #4751
Version 2.11.0 (July 14, 2023)
New features:
- The newly added
pybind11::detail::is_move_constructibletrait can be specialized for cases in whichstd::is_move_constructibledoes not work as needed. This is very similar to the long-establishedpybind11::detail::is_copy_constructible. #4631 - Introduce
recursive_container_traits. #4623 pybind11/type_caster_pyobject_ptr.hwas added to support automatic wrapping of APIs that make use ofPyObject *. This header needs to included explicitly (i.e. it is not included implicitly withpybind/pybind11.h). #4601format_descriptor<>&npy_format_descriptor<>PyObject *specializations were added. The latter enablespy::array_t<PyObject *>to/from-python conversions. #4674buffer_infogained anitem_type_is_equivalent_to<T>()member function. #4674- The
capsuleAPI gained a user-friendly constructor (py::capsule(ptr, "name", dtor)). #4720
Changes:
PyGILState_Check()'s inpybind11::handle'sinc_ref()&dec_ref()are now enabled by default again. #4246py::initialize_interpreter()usingPyConfig_InitPythonConfig()instead ofPyConfig_InitIsolatedConfig(), to obtain completesys.path. #4473- Cast errors now always include Python type information, even if
PYBIND11_DETAILED_ERROR_MESSAGESis not defined. This increases binary sizes slightly (~1.5%) but the error messages are much more informative. #4463 - The docstring generation for the
std::array-list caster was fixed. Previously, signatures included the size of the list in a non-standard, non-spec compliant way. The new format conforms to PEP 593. Tooling for processing the docstrings may need to be updated accordingly. #4679 - Setter return values (which are inaccessible for all practical purposes) are no longer converted to Python (only to be discarded). #4621
- Allow lambda specified to function definition to be
noexcept(true)in C++17. #4593 - Get rid of recursive template instantiations for concatenating type signatures on C++17 and higher. #4587
- Compatibility with Python 3.12 (beta). Note that the minimum pybind11 ABI version for Python 3.12 is version 5. (The default ABI version for Python versions up to and including 3.11 is still version 4.). #4570
- With
PYBIND11_INTERNALS_VERSION 5(default for Python 3.12+), MSVC builds usestd::hash<std::type_index>andstd::equal_to<std::type_index>instead of string-based type comparisons. This resolves issues when binding types defined in the unnamed namespace. #4319 - Python exception
__notes__(introduced with Python 3.11) are now added to theerror_already_set::what()output. #4678
Build system improvements:
- CMake 3.27 support was added, CMake 3.4 support was dropped.
FindPython will be used if
FindPythonInterpis not present. #4719 - Update clang-tidy to 15 in CI. #4387
- Moved the linting framework over to Ruff. #4483
- Skip
ltochecks and target generation whenCMAKE_INTERPROCEDURAL_OPTIMIZATIONis defined. #4643 - No longer inject
-stdlib=libc++, not needed for modern Pythons (macOS 10.9+). #4639 - PyPy 3.10 support was added, PyPy 3.7 support was dropped. #4728
- Testing with Python 3.12 beta releases was added. #4713
Version 2.10.4 (Mar 16, 2023)
Changes:
python3 -m pybind11gained a--versionoption (prints the version and exits). #4526
Bug Fixes:
- Fix a warning when pydebug is enabled on Python 3.11. #4461
- Ensure
gil_scoped_releaseRAII is non-copyable. #4490 - Ensure the tests dir does not show up with new versions of setuptools. #4510
- Better stacklevel for a warning in setuptools helpers. #4516
Version 2.10.3 (Jan 3, 2023)
Changes:
- Temporarily made our GIL status assertions (added in 2.10.2) disabled
by default (re-enable manually by defining
PYBIND11_ASSERT_GIL_HELD_INCREF_DECREF, will be enabled in 2.11). #4432 - Improved error messages when
inc_ref/dec_refare called with an invalid GIL state. #4427 #4436
Bug Fixes:
- Some minor touchups found by static analyzers. #4440
Version 2.10.2 (Dec 20, 2022)
Changes:
scoped_interpreterconstructor takingPyConfig. #4330pybind11/eigen/tensor.hadds converters to and fromEigen::TensorandEigen::TensorMap. #4201PyGILState_Check()'s were integrated topybind11::handleinc_ref()&dec_ref(). The added GIL checks are guarded byPYBIND11_ASSERT_GIL_HELD_INCREF_DECREF, which is the default only ifNDEBUGis not defined. (Made non-default in 2.10.3, will be active in 2.11) #4246- Add option for enable/disable enum members in docstring. #2768
- Fixed typing of
KeysView,ValuesViewandItemsViewinbind_map. #4353
Bug fixes:
- Bug fix affecting only Python 3.6 under very specific, uncommon
conditions: move
PyEval_InitThreads()call to the correct location. #4350 - Fix segfault bug when passing foreign native functions to functional.h. #4254
Build system improvements:
- Support setting PYTHON_LIBRARIES manually for Windows ARM cross-compilation (classic mode). #4406
- Extend IPO/LTO detection for ICX (a.k.a IntelLLVM) compiler. #4402
- Allow calling
find_package(pybind11 CONFIG)multiple times from separate directories in the same CMake project and properly link Python (new mode). #4401 multiprocessing_set_spawnin pytest fixture for added safety. #4377- Fixed a bug in two pybind11/tools cmake scripts causing "Unknown arguments specified" errors. #4327
Version 2.10.1 (Oct 31, 2022)
This is the first version to fully support embedding the newly released Python 3.11.
Changes:
- Allow
pybind11::capsuleconstructor to take null destructor pointers. #4221 embed.hwas changed so thatPYTHONPATHis used also with Python 3.11 (established behavior). #4119- A
PYBIND11_SIMPLE_GIL_MANAGEMENToption was added (cmake, C++ define), along with many additional tests intest_gil_scoped.py. The option may be useful to try when debugging GIL-related issues, to determine if the more complex default implementation is or is not to blame. See #4216 for background. WARNING: Please be careful to not create ODR violations when using the option: everything that is linked together with mutual symbol visibility needs to be rebuilt. #4216 PYBIND11_EXPORT_EXCEPTIONwas made non-empty only under macOS. This makes Linux builds safer, and enables the removal of warning suppression pragmas for Windows. #4298
Bug fixes:
- Fixed a bug where
UnicodeDecodeErrorwas not propagated from variouspy::strctors when decoding surrogate utf characters. #4294 - Revert perfect forwarding for
make_iterator. This broke at least one valid use case. May revisit later. #4234 - Fix support for safe casts to
void*(regression in 2.10.0). #4275 - Fix
char8_tsupport (regression in 2.9). #4278 - Unicode surrogate character in Python exception message leads to
process termination in
error_already_set::what(). #4297 - Fix MSVC 2019 v.1924 & C++14 mode error for
overload_cast. #4188 - Make augmented assignment operators non-const for the object-api. Behavior was previously broken for augmented assignment operators. #4065
- Add proper error checking to C++ bindings for Python list append and insert. #4208
- Work-around for Nvidia's CUDA nvcc compiler in versions 11.4.0 - 11.8.0. #4220
- A workaround for PyPy was added in the
py::error_already_setimplementation, related to PR #1895 released with v2.10.0. #4079 - Fixed compiler errors when C++23
std::forward_likeis available. #4136 - Properly raise exceptions in contains methods (like when an object in unhashable). #4209
- Further improve another error in exception handling. #4232
get_local_internals()was made compatible withfinalize_interpreter(), fixing potential freezes during interpreter finalization. #4192
Performance and style:
- Reserve space in set and STL map casters if possible. This will prevent unnecessary rehashing / resizing by knowing the number of keys ahead of time for Python to C++ casting. This improvement will greatly speed up the casting of large unordered maps and sets. #4194
- GIL RAII scopes are non-copyable to avoid potential bugs. #4183
- Explicitly default all relevant ctors for pytypes in the
PYBIND11_OBJECTmacros and enforce the clang-tidy checksmodernize-use-equals-defaultin macros as well. #4017 - Optimize iterator advancement in C++ bindings. #4237
- Use the modern
PyObject_GenericGetDictandPyObject_GenericSetDictfor handling dynamic attribute dictionaries. #4106 - Document that users should use
PYBIND11_NAMESPACEinstead of usingpybind11when opening namespaces. Using namespace declarations and namespace qualification remain the same aspybind11. This is done to ensure consistent symbol visibility. #4098 - Mark
detail::forward_likeas constexpr. #4147 - Optimize unpacking_collector when processing
arg_varguments. #4219 - Optimize casting C++ object to
None. #4269
Build system improvements:
- CMake: revert overwrite behavior, now opt-in with
PYBIND11_PYTHONLIBS_OVERRWRITE OFF. #4195 - Include a pkg-config file when installing pybind11, such as in the Python package. #4077
- Avoid stripping debug symbols when
CMAKE_BUILD_TYPEis set toDEBUGinstead ofDebug. #4078 - Followup to #3948, fixing vcpkg again. #4123
Version 2.10.0 (Jul 15, 2022)
Removed support for Python 2.7, Python 3.5, and MSVC 2015. Support for MSVC 2017 is limited due to availability of CI runners; we highly recommend MSVC 2019 or 2022 be used. Initial support added for Python 3.11.
New features:
py::anyset&py::frozensetwere added, with copying (cast) tostd::set(similar toset). #3901- Support bytearray casting to string. #3707
type_caster<std::monostate>was added.std::monostateis a tag type that allowsstd::variantto act as an optional, or allows default construction of astd::variantholding a non-default constructible type. #3818pybind11::capsule::set_nameadded to mutate the name of the capsule instance. #3866- NumPy: dtype constructor from type number added, accessors
corresponding to Python API
dtype.num,dtype.byteorder,dtype.flagsanddtype.alignmentadded. #3868
Changes:
- Python 3.6 is now the minimum supported version. #3688 #3719
- The minimum version for MSVC is now 2017. #3722
- Fix issues with CPython 3.11 betas and add to supported test matrix. #3923
error_already_setis now safer and more performant, especially for exceptions with long tracebacks, by delaying computation. #1895- Improve exception handling in python
strbindings. #3826 - The bindings for capsules now have more consistent exception handling. #3825
PYBIND11_OBJECT_CVTandPYBIND11_OBJECT_CVT_DEFAULTmacro can now be used to define classes in namespaces other than pybind11. #3797- Error printing code now uses
PYBIND11_DETAILED_ERROR_MESSAGESinstead of requiringNDEBUG, allowing use with release builds if desired. #3913 - Implicit conversion of the literal
0topybind11::handleis now disabled. #4008
Bug fixes:
- Fix exception handling when
pybind11::weakref()fails. #3739 module_::def_submodulewas missing proper error handling. This is fixed now. #3973- The behavior or
error_already_setwas made safer and the highly opaque "Unknown internal error occurred" message was replaced with a more helpful message. #3982 error_already_set::what()now handles non-normalized exceptions correctly. #3971- Support older C++ compilers where filesystem is not yet part of the
standard library and is instead included in
std::experimental::filesystem. #3840 - Fix
-Wfree-nonheap-objectwarnings produced by GCC by avoiding returning pointers to static objects withreturn_value_policy::take_ownership. #3946 - Fix cast from pytype rvalue to another pytype. #3949
- Ensure proper behavior when garbage collecting classes with dynamic attributes in Python >=3.9. #4051
- A couple long-standing
PYBIND11_NAMESPACE__attribute__((visibility("hidden")))inconsistencies are now fixed (affects only unusual environments). #4043 pybind11::detail::get_internals()is now resilient to in-flight Python exceptions. #3981- Arrays with a dimension of size 0 are now properly converted to dynamic Eigen matrices (more common in NumPy 1.23). #4038
- Avoid catching unrelated errors when importing NumPy. #3974
Performance and style:
- Added an accessor overload of
(object &&key)to reference steal the object when using python types as keys. This prevents unnecessary reference count overhead for attr, dictionary, tuple, and sequence look ups. Added additional regression tests. Fixed a performance bug the caused accessor assignments to potentially perform unnecessary copies. #3970 - Perfect forward all args of
make_iterator. #3980 - Avoid potential bug in pycapsule destructor by adding an
error_guardto one of the dtors. #3958 - Optimize dictionary access in
strip_paddingfor numpy. #3994 stl_bind.hbindings now take slice args as a const-ref. #3852- Made slice constructor more consistent, and improve performance of some casters by allowing reference stealing. #3845
- Change numpy dtype from_args method to use const ref. #3878
- Follow rule of three to ensure
PyErr_Restoreis called only once. #3872 - Added missing perfect forwarding for
make_iteratorfunctions. #3860 - Optimize c++ to python function casting by using the rvalue caster. #3966
- Optimize Eigen sparse matrix casting by removing unnecessary temporary. #4064
- Avoid potential implicit copy/assignment constructors causing double
free in
strdup_gaurd. #3905 - Enable clang-tidy checks
misc-definitions-in-headers,modernize-loop-convert, andmodernize-use-nullptr. #3881 #3988
Build system improvements:
- CMake: Fix file extension on Windows with cp36 and cp37 using FindPython. #3919
- CMake: Support multiple Python targets (such as on vcpkg). #3948
- CMake: Fix issue with NVCC on Windows. #3947
- CMake: Drop the bitness check on cross compiles (like targeting WebAssembly via Emscripten). #3959
- Add MSVC builds in debug mode to CI. #3784
- MSVC 2022 C++20 coverage was added to GitHub Actions, including Eigen. #3732, #3741
Backend and tidying up:
- New theme for the documentation. #3109
- Remove idioms in code comments. Use more inclusive language. #3809
#include <iostream>was removed from thepybind11/stl.hheader. Your project may break if it has a transitive dependency on this include. The fix is to "Include What You Use". #3928- Avoid
setup.py <command>usage in internal tests. #3734
Version 2.9.2 (Mar 29, 2022)
Changes:
- Enum now has an
__index__method on Python <3.8 too. #3700 - Local internals are now cleared after finalizing the interpreter. #3744
Bug fixes:
- Better support for Python 3.11 alphas. #3694
PYBIND11_TYPE_CASTERnow uses fully qualified symbols, so it can be used outside ofpybind11::detail. #3758- Some fixes for PyPy 3.9. #3768
- Fixed a potential memleak in PyPy in
get_type_override. #3774 - Fix usage of
VISIBILITY_INLINES_HIDDEN. #3721
Build system improvements:
- Uses
sysconfigmodule to determine installation locations on Python >= 3.10, instead ofdistutilswhich has been deprecated. #3764 - Support Catch 2.13.5+ (supporting GLIBC 2.34+). #3679
- Fix test failures with numpy 1.22 by ignoring whitespace when
comparing
str()of dtypes. #3682
Backend and tidying up:
- clang-tidy: added
readability-qualified-auto,readability-braces-around-statements,cppcoreguidelines-prefer-member-initializer,clang-analyzer-optin.performance.Padding,cppcoreguidelines-pro-type-static-cast-downcast, andreadability-inconsistent-declaration-parameter-name. #3702, #3699, #3716, #3709 - clang-format was added to the pre-commit actions, and the entire code base automatically reformatted (after several iterations preparing for this leap). #3713
Version 2.9.1 (Feb 2, 2022)
Changes:
- If possible, attach Python exception with
py::raise_fromtoTypeErrorwhen casting from C++ to Python. This will give additional info if Python exceptions occur in the caster. Adds a test case of trying to convert a set from C++ to Python when the hash function is not defined in Python. #3605 - Add a mapping of C++11 nested exceptions to their Python exception
equivalent using
py::raise_from. This attaches the nested exceptions in Python using the__cause__field. #3608 - Propagate Python exception traceback using
raise_fromif a pybind11 function runs out of overloads. #3671 py::multiple_inheritanceis now only needed when C++ bases are hidden from pybind11. #3650 and #3659
Bug fixes:
- Remove a boolean cast in
numpy.hthat causes MSVC C4800 warnings when compiling against Python 3.10 or newer. #3669 - Render
py::bool_andpy::float_asboolandfloatrespectively. #3622
Build system improvements:
- Fix CMake extension suffix computation on Python 3.10+. #3663
- Allow
CMAKE_ARGSto override CMake args in pybind11's ownsetup.py. #3577 - Remove a few deprecated c-headers. #3610
- More uniform handling of test targets. #3590
- Add clang-tidy readability check to catch potentially swapped function args. #3611
Version 2.9.0 (Dec 28, 2021)
This is the last version to support Python 2.7 and 3.5.
New Features:
- Allow
py::argsto be followed by other arguments; the remaining arguments are implicitly keyword-only, as if apy::kw_only{}annotation had been used. #3402
Changes:
- Make str/bytes/memoryview more interoperable with
std::string_view. #3521 - Replace
_withconst_namein internals, avoid definingpybind::_if_defined as macro (common gettext usage) #3423
Bug fixes:
- Fix a rare warning about extra copy in an Eigen constructor. #3486
- Fix caching of the C++ overrides. #3465
- Add missing
std::forwardcalls to somecpp_functionoverloads. #3443 - Support PyPy 7.3.7 and the PyPy3.8 beta. Test python-3.11 on PRs with
the
python devlabel. #3419 - Replace usage of deprecated
Eigen::MappedSparseMatrixwithEigen::Map<Eigen::SparseMatrix<...>>for Eigen 3.3+. #3499 - Tweaks to support Microsoft Visual Studio 2022. #3497
Build system improvements:
- Nicer CMake printout and IDE organisation for pybind11's own tests. #3479
- CMake: report version type as part of the version string to avoid a spurious space in the package status message. #3472
- Flags starting with
-gin$CFLAGSand$CPPFLAGSare no longer overridden by.Pybind11Extension. #3436 - Ensure ThreadPool is closed in
setup_helpers. #3548 - Avoid LTS on
mips64andppc64le(reported broken). #3557
v2.8.1 (Oct 27, 2021)
Changes and additions:
- The simple namespace creation shortcut added in 2.8.0 was deprecated
due to usage of CPython internal API, and will be removed soon. Use
py::module_::import("types").attr("SimpleNamespace"). #3374 - Add C++ Exception type to throw and catch
AttributeError. Useful for defining custom__setattr__and__getattr__methods. #3387
Fixes:
- Fixed the potential for dangling references when using properties with
std::optionaltypes. #3376 - Modernize usage of
PyCodeObjecton Python 3.9+ (moving toward support for Python 3.11a1) #3368 - A long-standing bug in
eigen.hwas fixed (originally PR #3343). The bug was unmasked by newly addedstatic_assert's in the Eigen 3.4.0 release. #3352 - Support multiple raw inclusion of CMake helper files (Conan.io does this for multi-config generators). #3420
- Fix harmless warning on upcoming CMake 3.22. #3368
- Fix 2.8.0 regression with MSVC 2017 + C++17 mode + Python 3. #3407
- Fix 2.8.0 regression that caused undefined behavior (typically
segfaults) in
make_key_iterator/make_value_iteratorif dereferencing the iterator returned a temporary value instead of a reference. #3348
v2.8.0 (Oct 4, 2021)
New features:
- Added
py::raise_fromto enable chaining exceptions. #3215 - Allow exception translators to be optionally registered local to a
module instead of applying globally across all pybind11 modules. Use
register_local_exception_translator(ExceptionTranslator&& translator)instead ofregister_exception_translator(ExceptionTranslator&& translator)to keep your exception remapping code local to the module. #2650 - Add
make_simple_namespacefunction for instantiating PythonSimpleNamespaceobjects. Deprecated in 2.8.1. #2840 pybind11::scoped_interpreterandinitialize_interpreterhave new arguments to allowsys.argvinitialization. #2341- Allow Python builtins to be used as callbacks in CPython. #1413
- Added
viewto view arrays with a different datatype. #987 - Implemented
reshapeon arrays. #984 - Enable defining custom
__new__methods on classes by fixing bug preventing overriding methods if they have non-pybind11 siblings. #3265 - Add
make_value_iterator(), and fixmake_key_iterator()to return references instead of copies. #3293 - Improve the classes generated by
bind_map: #3310- Change
.itemsfrom an iterator to a dictionary view. - Add
.keysand.values(both dictionary views). - Allow
__contains__to take any object.
- Change
pybind11::custom_type_setupwas added, for customizing thePyHeapTypeObjectcorresponding to a class, which may be useful for enabling garbage collection support, among other things. #3287
Changes:
- Set
__file__constant when runningeval_filein an embedded interpreter. #3233 - Python objects and (C++17)
std::optionalnow accepted inpy::sliceconstructor. #1101 - The pybind11 proxy types
str,bytes,bytearray,tuple,listnow consistently support passingssize_tvalues for sizes and indexes. Previously, onlysize_twas accepted in several interfaces. #3219 - Avoid evaluating
PYBIND11_TLS_REPLACE_VALUEarguments more than once. #3290
Fixes:
- Bug fix: enum value's
__int__returning non-int when underlying type is bool or of char type. #1334 - Fixes bug in setting error state in Capsule's pointer methods. #3261
- A long-standing memory leak in
py::cpp_function::initializewas fixed. #3229 - Fixes thread safety for some
pybind11::type_casterwhich require lifetime extension, such as forstd::string_view. #3237 - Restore compatibility with gcc 4.8.4 as distributed by ubuntu-trusty, linuxmint-17. #3270
Build system improvements:
- Fix regression in CMake Python package config: improper use of absolute path. #3144
- Cached Python version information could become stale when CMake was re-run with a different Python version. The build system now detects this and updates this information. #3299
- Specified UTF8-encoding in setup.py calls of open(). #3137
- Fix a harmless warning from CMake 3.21 with the classic Python discovery. #3220
- Eigen repo and version can now be specified as cmake options. #3324
Backend and tidying up:
- Reduced thread-local storage required for keeping alive temporary data for type conversion to one key per ABI version, rather than one key per extension module. This makes the total thread-local storage required by pybind11 2 keys per ABI version. #3275
- Optimize NumPy array construction with additional moves. #3183
- Conversion to
std::stringandstd::string_viewnow avoids making an extra copy of the data on Python >= 3.3. #3257 - Remove const modifier from certain C++ methods on Python collections
(
list,set,dict) such as (clear(),append(),insert(), etc...) and annotated them withpy-non-const. - Enable readability
clang-tidy-const-returnand remove useless consts. #3254 #3194 - The clang-tidy
google-explicit-constructoroption was enabled. #3250 - Mark a pytype move constructor as noexcept (perf). #3236
- Enable clang-tidy check to guard against inheritance slicing. #3210
- Legacy warning suppression pragma were removed from eigen.h. On Unix platforms, please use -isystem for Eigen include directories, to suppress compiler warnings originating from Eigen headers. Note that CMake does this by default. No adjustments are needed for Windows. #3198
- Format pybind11 with isort consistent ordering of imports #3195
- The warnings-suppression "pragma clamp" at the top/bottom of pybind11 was removed, clearing the path to refactoring and IWYU cleanup. #3186
- Enable most bugprone checks in clang-tidy and fix the found potential bugs and poor coding styles. #3166
- Add
clang-tidy-readabilityrules to make boolean casts explicit improving code readability. Also enabled other misc and readability clang-tidy checks. #3148 - Move object in
.pop()for list. #3116
v2.7.1 (Aug 3, 2021)
Minor missing functionality added:
- Allow Python builtins to be used as callbacks in CPython. #1413
Bug fixes:
- Fix regression in CMake Python package config: improper use of absolute path. #3144
- Fix Mingw64 and add to the CI testing matrix. #3132
- Specified UTF8-encoding in setup.py calls of open(). #3137
- Add clang-tidy-readability rules to make boolean casts explicit improving code readability. Also enabled other misc and readability clang-tidy checks. #3148
- Move object in
.pop()for list. #3116
Backend and tidying up:
v2.7.0 (Jul 16, 2021)
New features:
- Enable
py::implicitly_convertible<py::none, ...>forpy::class_-wrapped types. #3059 - Allow function pointer extraction from overloaded functions. #2944
- NumPy: added
.char_()to type which gives the NumPy publiccharresult, which also distinguishes types by bit length (unlike.kind()). #2864 - Add
pybind11::bytearrayto manipulatebytearraysimilar tobytes. #2799 pybind11/stl/filesystem.hregisters a type caster that, on C++17/Python 3.6+, convertsstd::filesystem::pathtopathlib.Pathand anyos.PathLiketostd::filesystem::path. #2730- A
PYBIND11_VERSION_HEXdefine was added, similar toPY_VERSION_HEX. #3120
Changes:
py::strchanged to exclusively holdPyUnicodeObject. Previouslypy::strcould also holdbytes, which is probably surprising, was never documented, and can mask bugs (e.g. accidental use ofpy::strinstead ofpy::bytes). #2409- Add a safety guard to ensure that the Python GIL is held when C++
calls back into Python via
object_api<>::operator()(e.g.py::function__call__). (This feature is available for Python 3.6+ only.) #2919 - Catch a missing
selfargument in calls to__init__(). #2914 - Use
std::string_viewif available to avoid a copy when passing an object to astd::ostream. #3042 - An important warning about thread safety was added to the
iostream.hdocumentation; attempts to makepy::scoped_ostream_redirectthread safe have been removed, as it was only partially effective. #2995
Fixes:
- Performance: avoid unnecessary strlen calls. #3058
- Fix auto-generated documentation string when using
const Tinpyarray_t. #3020 - Unify error messages thrown by
simple_collector/unpacking_collector. #3013 pybind11::builtin_exceptionis now explicitly exported, which means the types included/defined in different modules are identical, and exceptions raised in different modules can be caught correctly. The documentation was updated to explain that custom exceptions that are used across module boundaries need to be explicitly exported as well. #2999- Fixed exception when printing UTF-8 to a
scoped_ostream_redirect. #2982 - Pickle support enhancement:
setstateimplementation will attempt tosetattr__dict__only if the unpickleddictobject is not empty, to not force use ofpy::dynamic_attr()unnecessarily. #2972 - Allow negative timedelta values to roundtrip. #2870
- Fix unchecked errors could potentially swallow signals/other exceptions. #2863
- Add null pointer check with
std::localtime. #2846 - Fix the
weakrefconstructor frompy::objectto create a newweakrefon conversion. #2832 - Avoid relying on exceptions in C++17 when getting a
shared_ptrholder from ashared_from_thisclass. #2819 - Allow the codec's exception to be raised instead of
RuntimeErrorwhen casting frompy::strtostd::string. #2903
Build system improvements:
- In
setup_helpers.py, test for platforms that have some multiprocessing features but lack semaphores, whichParallelCompilerequires. #3043 - Fix
pybind11_INCLUDE_DIRin caseCMAKE_INSTALL_INCLUDEDIRis absolute. #3005 - Fix bug not respecting
WITH_SOABIorWITHOUT_SOABIto CMake. #2938 - Fix the default
Pybind11Extensioncompilation flags with a Mingw64 python. #2921 - Clang on Windows: do not pass
/MP(ignored flag). #2824 pybind11.setup_helpers.intree_extensionscan be used to generatePybind11Extensioninstances from cpp files placed in the Python package source tree. #2831
Backend and tidying up:
- Enable clang-tidy performance, readability, and modernization checks throughout the codebase to enforce best coding practices. #3046, #3049, #3051, #3052, #3080, and #3094
- Checks for common misspellings were added to the pre-commit hooks. #3076
- Changed
Werrorto stricterWerror-allfor Intel compiler and fixed minor issues. #2948 - Fixed compilation with GCC < 5 when the user defines
_GLIBCXX_USE_CXX11_ABI. #2956 - Added nox support for easier local testing and linting of contributions. #3101 and #3121
- Avoid RTD style issue with docutils 0.17+. #3119
- Support pipx run, such as
pipx run pybind11 --includefor a quick compile. #3117
v2.6.2 (Jan 26, 2021)
Minor missing functionality added:
- enum: add missing Enum.value property. #2739
- Allow thread termination to be avoided during shutdown for CPython
3.7+ via
.disarmforgil_scoped_acquire/gil_scoped_release. #2657
Fixed or improved behavior in a few special cases:
- Fix bug where the constructor of
objectsubclasses would not throw on being passed a Python object of the wrong type. #2701 - The
type_casterfor integers does not convert Python objects with__int__anymore withnoconvertor during the first round of trying overloads. #2698 - When casting to a C++ integer,
__index__is always called and not considered as conversion, consistent with Python 3.8+. #2801
Build improvements:
- Setup helpers:
extra_compile_argsandextra_link_argsautomatically set by Pybind11Extension are now prepended, which allows them to be overridden by user-setextra_compile_argsandextra_link_args. #2808 - Setup helpers: Don't trigger unused parameter warning. #2735
- CMake: Support running with
--warn-uninitializedactive. #2806 - CMake: Avoid error if included from two submodule directories. #2804
- CMake: Fix
STATIC/SHAREDbeing ignored in FindPython mode. #2796 - CMake: Respect the setting for
CMAKE_CXX_VISIBILITY_PRESETif defined. #2793 - CMake: Fix issue with FindPython2/FindPython3 not working with
pybind11::embed. #2662 - CMake: mixing local and installed pybind11's would prioritize the installed one over the local one (regression in 2.6.0). #2716
Bug fixes:
- Fixed segfault in multithreaded environments when using
scoped_ostream_redirect. #2675 - Leave docstring unset when all docstring-related options are disabled, rather than set an empty string. #2745
- The module key in builtins that pybind11 uses to store its internals changed from std::string to a python str type (more natural on Python 2, no change on Python 3). #2814
- Fixed assertion error related to unhandled (later overwritten) exception in CPython 3.8 and 3.9 debug builds. #2685
- Fix
py::gil_scoped_acquireassert with CPython 3.9 debug build. #2683 - Fix issue with a test failing on pytest 6.2. #2741
Warning fixes:
- Fix warning modifying constructor parameter 'flag' that shadows a
field of 'set_flag'
[-Wshadow-field-in-constructor-modified]. #2780 - Suppressed some deprecation warnings about old-style
__init__/__setstate__in the tests. #2759
Valgrind work:
- Fix invalid access when calling a pybind11
__init__on a non-pybind11 class instance. #2755 - Fixed various minor memory leaks in pybind11's test suite. #2758
- Resolved memory leak in cpp_function initialization when exceptions occurred. #2756
- Added a Valgrind build, checking for leaks and memory-related UB, to CI. #2746
Compiler support:
- Intel compiler was not activating C++14 support due to a broken define. #2679
- Support ICC and NVIDIA HPC SDK in C++17 mode. #2729
- Support Intel OneAPI compiler (ICC 20.2) and add to CI. #2573
v2.6.1 (Nov 11, 2020)
py::exec,py::eval, andpy::eval_filenow add the builtins module as"__builtins__"to theirglobalsargument, better matchingexecandevalin pure Python. #2616setup_helperswill no longer set a minimum macOS version higher than the current version. #2622- Allow deleting static properties. #2629
- Seal a leak in
def_buffer, cleaning up thecaptureobject after theclass_object goes out of scope. #2634 pybind11_INCLUDE_DIRSwas incorrect, potentially causing a regression if it was expected to includePYTHON_INCLUDE_DIRS(please use targets instead). #2636- Added parameter names to the
py::enum_constructor and methods, avoidingarg0in the generated docstrings. #2637 - Added
needs_recompileoptional function to theParallelCompilerhelper, to allow a recompile to be skipped based on a user-defined function. #2643
v2.6.0 (Oct 21, 2020)
See upgrade-guide-2.6 for help upgrading to the new version.
New features:
- Keyword-only arguments supported in Python 2 or 3 with
py::kw_only(). #2100 - Positional-only arguments supported in Python 2 or 3 with
py::pos_only(). #2459 py::is_final()class modifier to block subclassing (CPython only). #2151- Added
py::prepend(), allowing a function to be placed at the beginning of the overload chain. #1131 - Access to the type object now provided with
py::type::of<T>()andpy::type::of(h). #2364 - Perfect forwarding support for methods. #2048
- Added
py::error_already_set::discard_as_unraisable(). #2372 py::hashis now public. #2217py::class_<union_type>is now supported. Note that writing to one data member of the union and reading another (type punning) is UB in C++. Thus pybind11-bound enums should never be used for such conversions. #2320.- Classes now check local scope when registering members, allowing a subclass to have a member with the same name as a parent (such as an enum). #2335
Code correctness features:
- Error now thrown when
__init__is forgotten on subclasses. #2152 - Throw error if conversion to a pybind11 type if the Python object
isn't a valid instance of that type, such as
py::bytes(o)whenpy::object oisn't a bytes instance. #2349 - Throw if conversion to
strfails. #2477
API changes:
py::modulewas renamedpy::module_to avoid issues with C++20 when used unqualified, but an aliaspy::moduleis provided for backward compatibility. #2489- Public constructors for
py::module_have been deprecated; please usepybind11::module_::create_extension_moduleif you were using the public constructor (fairly rare afterPYBIND11_MODULEwas introduced). #2552 PYBIND11_OVERLOAD*macros andget_overloadfunction replaced by correctly-namedPYBIND11_OVERRIDE*andget_override, fixing inconsistencies in the presence of a closing;in these macros.get_type_overloadis deprecated. #2325
Packaging / building improvements:
- The Python package was reworked to be more powerful and useful.
#2433
build-setuptoolsis easier thanks to a newpybind11.setup_helpersmodule, which provides utilities to use setuptools with pybind11. It can be used via PEP 518,setup_requires, or by directly importing or copyingsetup_helpers.pyinto your project.- CMake configuration files are now included in the Python package.
Use
pybind11.get_cmake_dir()orpython -m pybind11 --cmakedirto get the directory with the CMake configuration files, or include the site-packages location in yourCMAKE_MODULE_PATH. Or you can use the newpybind11[global]extra when you installpybind11, which installs the CMake files and headers into your base environment in the standard location. pybind11-configis another way to writepython -m pybind11if you have your PATH set up.- Added external typing support to the helper module, code from
import pybind11can now be type checked. #2588
- Minimum CMake required increased to 3.4.
#2338 and
#2370
- Full integration with CMake's C++ standard system and compile
features replaces
PYBIND11_CPP_STANDARD. - Generated config file is now portable to different Python/compiler/CMake versions.
- Virtual environments prioritized if
PYTHON_EXECUTABLEis not set (venv,virtualenv, andconda) (similar to the new FindPython mode). - Other CMake features now natively supported, like
CMAKE_INTERPROCEDURAL_OPTIMIZATION,set(CMAKE_CXX_VISIBILITY_PRESET hidden). CUDAas a language is now supported.- Helper functions
pybind11_strip,pybind11_extension,pybind11_find_importadded, seecmake/index. - Optional
find-python-modeandnopython-modewith CMake. #2370
- Full integration with CMake's C++ standard system and compile
features replaces
- Uninstall target added. #2265 and #2346
pybind11_add_module()now accepts an optionalOPT_SIZEflag that switches the binding target to size-based optimization if the global build type can not always be fixed toMinSizeRel(except in debug mode, where optimizations remain disabled).MinSizeRelor this flag reduces binary size quite substantially (~25% on some platforms). #2463
Smaller or developer focused features and fixes:
- Moved
mkdoc.pyto a new repo, pybind11-mkdoc. There are no longer submodules in the main repo. py::memoryviewsegfault fix and update, with newpy::memoryview::from_memoryin Python 3, and documentation. #2223- Fix for
buffer_infoon Python 2. #2503 - If
__eq__defined but not__hash__,__hash__is now set toNone. #2291 py::ellipsisnow also works on Python 2. #2360- Pointer to
std::tuple&std::pairsupported in cast. #2334 - Small fixes in NumPy support.
py::arraynow usespy::ssize_tas first argument type. #2293 - Added missing signature for
py::array. #2363 unchecked_mutable_referencehas access to operator()and[]when const. #2514py::vectorizeis now supported on functions that return void. #1969py::capsulesupportsget_pointerandset_pointer. #1131- Fix crash when different instances share the same pointer of the same type. #2252
- Fix for
py::lennot clearing Python's error state when it fails and throws. #2575 - Bugfixes related to more extensive testing, new GitHub Actions CI. #2321
- Bug in timezone issue in Eastern hemisphere midnight fixed. #2438
std::chrono::time_pointnow works when the resolution is not the same as the system. #2481- Bug fixed where
py::array_tcould accept arrays that did not match the requested ordering. #2484 - Avoid a segfault on some compilers when types are removed in Python. #2564
py::arg::none()is now also respected when passing keyword arguments. #2611- PyPy fixes, PyPy 7.3.x now supported, including PyPy3. (Known issue with PyPy2 and Windows #2596). #2146
- CPython 3.9.0 workaround for undefined behavior (macOS segfault). #2576
- CPython 3.9 warning fixes. #2253
- Improved C++20 support, now tested in CI. #2489 #2599
- Improved but still incomplete debug Python interpreter support. #2025
- NVCC (CUDA 11) now supported and tested in CI. #2461
- NVIDIA PGI compilers now supported and tested in CI. #2475
- At least Intel 18 now explicitly required when compiling with Intel. #2577
- Extensive style checking in CI, with pre-commit support. Code modernization, checked by clang-tidy.
- Expanded docs, including new main page, new installing section, and CMake helpers page, along with over a dozen new sections on existing pages.
- In GitHub, new docs for contributing and new issue templates.
v2.5.0 (Mar 31, 2020)
- Use C++17 fold expressions in type casters, if available. This can improve performance during overload resolution when functions have multiple arguments. #2043.
- Changed include directory resolution in
pybind11/__init__.pyand installation insetup.py. This fixes a number of open issues where pybind11 headers could not be found in certain environments. #1995. - C++20
char8_tandu8stringsupport. #2026. - CMake: search for Python 3.9. bb9c91.
- Fixes for MSYS-based build environments. #2087, #2053.
- STL bindings for
std::vector<...>::clear. #2074. - Read-only flag for
py::buffer. #1466. - Exception handling during module initialization. bf2b031.
- Support linking against a CPython debug build. #2025.
- Fixed issues involving the availability and use of aligned
newanddelete. #1988, 759221. - Fixed a resource leak upon interpreter shutdown. #2020.
- Fixed error handling in the boolean caster. #1976.
v2.4.3 (Oct 15, 2019)
- Adapt pybind11 to a C API convention change in Python 3.8. #1950.
v2.4.2 (Sep 21, 2019)
- Replaced usage of a C++14 only construct. #1929.
- Made an ifdef future-proof for Python >= 4. f3109d.
v2.4.1 (Sep 20, 2019)
- Fixed a problem involving implicit conversion from enumerations to integers on Python 3.8. #1780.
v2.4.0 (Sep 19, 2019)
- Try harder to keep pybind11-internal data structures separate when there are potential ABI incompatibilities. Fixes crashes that occurred when loading multiple pybind11 extensions that were e.g. compiled by GCC (libstdc++) and Clang (libc++). #1588 and c9f5a.
- Added support for
__await__,__aiter__, and__anext__protocols. #1842. pybind11_add_module(): don't strip symbols when compiling inRelWithDebInfomode. #1980.enum_: Reproduce Python behavior when comparing against invalid values (e.g.None, strings, etc.). Add back support for__invert__(). #1912, #1907.- List insertion operation for
py::list. Added.empty()to all collection types. Addedpy::set::contains()andpy::dict::contains(). #1887, #1884, #1888. py::details::overload_cast_implis available in C++11 mode, can be used likeoverload_castwith an additional set of parentheses. #1581.- Fixed
get_include()on Conda. #1877. stl_bind.h: negative indexing support. #1882.- Minor CMake fix to add MinGW compatibility. #1851.
- GIL-related fixes. #1836, 8b90b.
- Other very minor/subtle fixes and improvements. #1329, #1910, #1863, #1847, #1890, #1860, #1848, #1821, #1837, #1833, #1748, #1852.
v2.3.0 (June 11, 2019)
-
Significantly reduced module binary size (10-20%) when compiled in C++11 mode with GCC/Clang, or in any mode with MSVC. Function signatures are now always precomputed at compile time (this was previously only available in C++14 mode for non-MSVC compilers). #934.
-
Add basic support for tag-based static polymorphism, where classes provide a method to returns the desired type of an instance. #1326.
-
Python type wrappers (
py::handle,py::object, etc.) now support map Python's number protocol onto C++ arithmetic operators such asoperator+,operator/=, etc. #1511. -
A number of improvements related to enumerations:
- The
enum_implementation was rewritten from scratch to reduce code bloat. Rather than instantiating a full implementation for each enumeration, most code is now contained in a generic base class. #1511. - The
value()method ofpy::enum_now accepts an optional docstring that will be shown in the documentation of the associated enumeration. #1160. - check for already existing enum value and throw an error if present. #1453.
- The
-
Support for over-aligned type allocation via C++17's aligned
newstatement. #1582. -
Added
py::ellipsis()method for slicing of multidimensional NumPy arrays #1502. -
Numerous Improvements to the
mkdoc.pyscript for extracting documentation from C++ header files. #1788. -
pybind11_add_module(): allow including Python as aSYSTEMinclude path. #1416. -
pybind11/stl.hdoes not convert strings tovector<string>anymore. #1258. -
Mark static methods as such to fix auto-generated Sphinx documentation. #1732.
-
Re-throw forced unwind exceptions (e.g. during pthread termination). #1208.
-
Added
__contains__method to the bindings of maps (std::map,std::unordered_map). #1767. -
Improvements to
gil_scoped_acquire. #1211. -
Type caster support for
std::deque<T>. #1609. -
Support for
std::unique_ptrholders, whose deleters differ between a base and derived class. #1353. -
Construction of STL array/vector-like data structures from iterators. Added an
extend()operation. #1709, -
CMake build system improvements for projects that include non-C++ files (e.g. plain C, CUDA) in
pybind11_add_moduleet al. #1678. -
Fixed asynchronous invocation and deallocation of Python functions wrapped in
std::function. #1595. -
Fixes regarding return value policy propagation in STL type casters. #1603.
-
Fixed scoped enum comparisons. #1571.
-
Fixed iostream redirection for code that releases the GIL. #1368,
v2.2.4 (September 11, 2018)
- Use new Python 3.7 Thread Specific Storage (TSS) implementation if available. #1454, #1517.
- Fixes for newer MSVC versions and C++17 mode. #1347, #1462.
- Propagate return value policies to type-specific casters when casting STL containers. #1455.
- Allow ostream-redirection of more than 1024 characters. #1479.
- Set
Py_DEBUGdefine when compiling against a debug Python build. #1438. - Untangle integer logic in number type caster to work for custom types that may only be castable to a restricted set of builtin types. #1442.
- CMake build system: Remember Python version in cache file. #1434.
- Fix for custom smart pointers: use
std::addressofto obtain holder address instead ofoperator&. #1435. - Properly report exceptions thrown during module initialization. #1362.
- Fixed a segmentation fault when creating empty-shaped NumPy array. #1371.
- The version of Intel C++ compiler must be >= 2017, and this is now checked by the header files. #1363.
- A few minor typo fixes and improvements to the test suite, and patches that silence compiler warnings.
- Vectors now support construction from generators, as well as
extend()from a list or generator. #1496.
v2.2.3 (April 29, 2018)
- The pybind11 header location detection was replaced by a new
implementation that no longer depends on
pipinternals (the recently releasedpip10 has restricted access to this API). #1190. - Small adjustment to an implementation detail to work around a compiler segmentation fault in Clang 3.3/3.4. #1350.
- The minimal supported version of the Intel compiler was >= 17.0 since pybind11 v2.1. This check is now explicit, and a compile-time error is raised if the compiler meet the requirement. #1363.
- Fixed an endianness-related fault in the test suite. #1287.
v2.2.2 (February 7, 2018)
- Fixed a segfault when combining embedded interpreter shutdown/reinitialization with external loaded pybind11 modules. #1092.
- Eigen support: fixed a bug where Nx1/1xN numpy inputs couldn't be passed as arguments to Eigen vectors (which for Eigen are simply compile-time fixed Nx1/1xN matrices). #1106.
- Clarified to license by moving the licensing of contributions from
LICENSEintoCONTRIBUTING.md: the licensing of contributions is not actually part of the software license as distributed. This isn't meant to be a substantial change in the licensing of the project, but addresses concerns that the clause made the license non-standard. #1109. - Fixed a regression introduced in 2.1 that broke binding functions with lvalue character literal arguments. #1128.
- MSVC: fix for compilation failures under /permissive-, and added the flag to the appveyor test suite. #1155.
- Fixed
__qualname__generation, and in turn, fixes how class names (especially nested class names) are shown in generated docstrings. #1171. - Updated the FAQ with a suggested project citation reference. #1189.
- Added fixes for deprecation warnings when compiled under C++17 with
-Wdeprecatedturned on, and add-Wdeprecatedto the test suite compilation flags. #1191. - Fixed outdated PyPI URLs in
setup.py. #1213. - Fixed a refcount leak for arguments that end up in a
py::argsargument for functions with both fixed positional andpy::argsarguments. #1216. - Fixed a potential segfault resulting from possible premature
destruction of
py::args/py::kwargsarguments with overloaded functions. #1223. - Fixed
del map[item]for astl_bind.hbound stl map. #1229. - Fixed a regression from v2.1.x where the aggregate initialization
could unintentionally end up at a constructor taking a templated
std::initializer_list<T>argument. #1249. - Fixed an issue where calling a function with a keep_alive policy on the same nurse/patient pair would cause the internal patient storage to needlessly grow (unboundedly, if the nurse is long-lived). #1251.
- Various other minor fixes.
v2.2.1 (September 14, 2017)
- Added
py::module_::reload()member function for reloading a module. #1040. - Fixed a reference leak in the number converter. #1078.
- Fixed compilation with Clang on host GCC < 5 (old libstdc++ which isn't fully C++11 compliant). #1062.
- Fixed a regression where the automatic
std::vector<bool>caster would fail to compile. The same fix also applies to any container which returns element proxies instead of references. #1053. - Fixed a regression where the
py::keep_alivepolicy could not be applied to constructors. #1065. - Fixed a nullptr dereference when loading a
py::module_localtype that's only registered in an external module. #1058. - Fixed implicit conversion of accessors to types derived from
py::object. #1076. - The
nameinPYBIND11_MODULE(name, variable)can now be a macro. #1082. - Relaxed overly strict
py::pickle()check for matching get and set types. #1064. - Conversion errors now try to be more informative when it's likely that
a missing header is the cause (e.g. forgetting
<pybind11/stl.h>). #1077.
v2.2.0 (August 31, 2017)
-
Support for embedding the Python interpreter. See the
documentation page </advanced/embedding>for a full overview of the new features. #774, #889, #892, #920.#include <pybind11/embed.h> namespace py = pybind11; int main() { py::scoped_interpreter guard{}; // start the interpreter and keep it alive py::print("Hello, World!"); // use the Python API } -
Support for inheriting from multiple C++ bases in Python. #693.
from cpp_module import CppBase1, CppBase2 class PyDerived(CppBase1, CppBase2): def __init__(self): CppBase1.__init__(self) # C++ bases must be initialized explicitly CppBase2.__init__(self) -
PYBIND11_MODULEis now the preferred way to create module entry points.PYBIND11_PLUGINis deprecated. Seemacrosfor details. #879.// new PYBIND11_MODULE(example, m) { m.def("add", [](int a, int b) { return a + b; }); } // old PYBIND11_PLUGIN(example) { py::module m("example"); m.def("add", [](int a, int b) { return a + b; }); return m.ptr(); } -
pybind11's headers and build system now more strictly enforce hidden symbol visibility for extension modules. This should be seamless for most users, but see the
upgradeif you use a custom build system. #995. -
Support for
py::module_localtypes which allow multiple modules to export the same C++ types without conflicts. This is useful for opaque types likestd::vector<int>.py::bind_vectorandpy::bind_mapnow default topy::module_localif their elements are builtins or local types. Seemodule_localfor details. #949, #981, #995, #997. -
Custom constructors can now be added very easily using lambdas or factory functions which return a class instance by value, pointer or holder. This supersedes the old placement-new
__init__technique. Seecustom_constructorsfor details. #805, #1014.struct Example { Example(std::string); }; py::class_<Example>(m, "Example") .def(py::init<std::string>()) // existing constructor .def(py::init([](int n) { // custom constructor return std::make_unique<Example>(std::to_string(n)); })); -
Similarly to custom constructors, pickling support functions are now bound using the
py::pickle()adaptor which improves type safety. See theupgradeandpicklingfor details. #1038. -
Builtin support for converting C++17 standard library types and general conversion improvements:
- C++17
std::variantis supported right out of the box. C++11/14 equivalents (e.g.boost::variant) can also be added with a simple user-defined specialization. Seecpp17_container_castersfor details. #811, #845, #989. - Out-of-the-box support for C++17
std::string_view. #906. - Improved compatibility of the builtin
optionalconverter. #874. - The
boolconverter now acceptsnumpy.bool_and types which define__bool__(Python 3.x) or__nonzero__(Python 2.7). #925. - C++-to-Python casters are now more efficient and move elements out of rvalue containers whenever possible. #851, #936, #938.
- Fixed
bytestostd::string/char*conversion on Python 3. #817. - Fixed lifetime of temporary C++ objects created in Python-to-C++ conversions. #924.
- C++17
-
Scope guard call policy for RAII types, e.g.
py::call_guard<py::gil_scoped_release>(),py::call_guard<py::scoped_ostream_redirect>(). Seecall_policiesfor details. #740. -
Utility for redirecting C++ streams to Python (e.g.
std::cout->sys.stdout). Scope guardpy::scoped_ostream_redirectin C++ and a context manager in Python. Seeostream_redirect. #1009. -
Improved handling of types and exceptions across module boundaries. #915, #951, #995.
-
Fixed destruction order of
py::keep_alivenurse/patient objects in reference cycles. #856. -
NumPy and buffer protocol related improvements:
- Support for negative strides in Python buffer objects/numpy
arrays. This required changing integers from unsigned to signed
for the related C++ APIs. Note: If you have compiler warnings
enabled, you may notice some new conversion warnings after
upgrading. These can be resolved with
static_cast. #782. - Support
std::complexand arrays insidePYBIND11_NUMPY_DTYPE. #831, #832. - Support for constructing
py::buffer_infoandpy::arraysusing arbitrary containers or iterators instead of requiring astd::vector. #788, #822, #860. - Explicitly check numpy version and require >= 1.7.0. #819.
- Support for negative strides in Python buffer objects/numpy
arrays. This required changing integers from unsigned to signed
for the related C++ APIs. Note: If you have compiler warnings
enabled, you may notice some new conversion warnings after
upgrading. These can be resolved with
-
Support for allowing/prohibiting
Nonefor specific arguments and improvedNoneoverload resolution order. Seenone_argumentsfor details. #843. #859. -
Added
py::exec()as a shortcut forpy::eval<py::eval_statements>()and support for C++11 raw string literals as input. Seeeval. #766, #827. -
py::vectorize()ignores non-vectorizable arguments and supports member functions. #762. -
Support for bound methods as callbacks (
pybind11/functional.h). #815. -
Allow aliasing pybind11 methods:
cls.attr("foo") = cls.attr("bar"). #802. -
Don't allow mixed static/non-static overloads. #804.
-
Fixed overriding static properties in derived classes. #784.
-
Added support for write only properties. #1144.
-
Improved deduction of member functions of a derived class when its bases aren't registered with pybind11. #855.
struct Base { int foo() { return 42; } } struct Derived : Base {} // Now works, but previously required also binding `Base` py::class_<Derived>(m, "Derived") .def("foo", &Derived::foo); // function is actually from `Base` -
The implementation of
py::init<>now uses C++11 brace initialization syntax to construct instances, which permits binding implicit constructors of aggregate types. #1015.struct Aggregate { int a; std::string b; }; py::class_<Aggregate>(m, "Aggregate") .def(py::init<int, const std::string &>()); -
Fixed issues with multiple inheritance with offset base/derived pointers. #812, #866, #960.
-
Fixed reference leak of type objects. #1030.
-
Improved support for the
/std:c++14and/std:c++latestmodes on MSVC 2017. #841, #999. -
Fixed detection of private operator new on MSVC. #893, #918.
-
Intel C++ compiler compatibility fixes. #937.
-
Fixed implicit conversion of
py::enum_to integer types on Python 2.7. #821. -
Added
py::hashto fetch the hash value of Python objects, and.def(hash(py::self))to provide the C++std::hashas the Python__hash__method. #1034. -
Fixed
__truediv__on Python 2 and__itruediv__on Python 3. #867. -
py::capsuleobjects now support thenameattribute. This is useful for interfacing withscipy.LowLevelCallable. #902. -
Fixed
py::make_iterator's__next__()for past-the-end calls. #897. -
Added
error_already_set::matches()for checking Python exceptions. #772. -
Deprecated
py::error_already_set::clear(). It's no longer needed following a simplification of thepy::error_already_setclass. #954. -
Deprecated
py::handle::operator==()in favor ofpy::handle::is()#825. -
Deprecated
py::object::borrowed/py::object::stolen. Usepy::object::borrowed_t{}/py::object::stolen_t{}instead. #771. -
Changed internal data structure versioning to avoid conflicts between modules compiled with different revisions of pybind11. #1012.
-
Additional compile-time and run-time error checking and more informative messages. #786, #794, #803.
-
Various minor improvements and fixes. #764, #791, #795, #840, #844, #846, #849, #858, #862, #871, #872, #881, #888, #899, #928, #931, #944, #950, #952, #962, #965, #970, #978, #979, #986, #1020, #1027, #1037.
-
Testing improvements. #798, #882, #898, #900, #921, #923, #963.
v2.1.1 (April 7, 2017)
- Fixed minimum version requirement for MSVC 2015u3 #773.
v2.1.0 (March 22, 2017)
- pybind11 now performs function overload resolution in two phases. The
first phase only considers exact type matches, while the second allows
for implicit conversions to take place. A special
noconvert()syntax can be used to completely disable implicit conversions for specific arguments. #643, #634, #650. - Fixed a regression where static properties no longer worked with
classes using multiple inheritance. The
py::metaclassattribute is no longer necessary (and deprecated as of this release) when binding classes with static properties. #679, - Classes bound using
pybind11can now use custom metaclasses. #679, py::argsandpy::kwargscan now be mixed with other positional arguments when binding functions using pybind11. #611.- Improved support for C++11 unicode string and character types; added extensive documentation regarding pybind11's string conversion behavior. #624, #636, #715.
- pybind11 can now avoid expensive copies when converting Eigen arrays to NumPy arrays (and vice versa). #610.
- The "fast path" in
py::vectorizenow works for any full-size group of C or F-contiguous arrays. The non-fast path is also faster since it no longer performs copies of the input arguments (except when type conversions are necessary). #610. - Added fast, unchecked access to NumPy arrays via a proxy object. #746.
- Transparent support for class-specific
operator newandoperator deleteimplementations. #755. - Slimmer and more efficient STL-compatible iterator interface for sequence types. #662.
- Improved custom holder type support. #607.
nullptrtoNoneconversion fixed in various builtin type casters. #732.enum_now exposes its members via a special__members__attribute. #666.std::vectorbindings created usingstl_bind.hcan now optionally implement the buffer protocol. #488.- Automated C++ reference documentation using doxygen and breathe. #598.
- Added minimum compiler version assertions. #727.
- Improved compatibility with C++1z. #677.
- Improved
py::capsuleAPI. Can be used to implement cleanup callbacks that are involved at module destruction time. #752. - Various minor improvements and fixes. #595, #588, #589, #603, #619, #648, #695, #720, #723, #729, #724, #742, #753.
v2.0.1 (Jan 4, 2017)
- Fix pointer to reference error in type_caster on MSVC #583.
- Fixed a segmentation in the test suite due to a typo cd7eac.
v2.0.0 (Jan 1, 2017)
- Fixed a reference counting regression affecting types with custom metaclasses (introduced in v2.0.0-rc1). #571.
- Quenched a CMake policy warning. #570.
v2.0.0-rc1 (Dec 23, 2016)
The pybind11 developers are excited to issue a release candidate of pybind11 with a subsequent v2.0.0 release planned in early January next year.
An incredible amount of effort by went into pybind11 over the last ~5 months, leading to a release that is jam-packed with exciting new features and numerous usability improvements. The following list links PRs or individual commits whenever applicable.
Happy Christmas!
-
Support for binding C++ class hierarchies that make use of multiple inheritance. #410.
-
PyPy support: pybind11 now supports nightly builds of PyPy and will interoperate with the future 5.7 release. No code changes are necessary, everything "just" works as usual. Note that we only target the Python 2.7 branch for now; support for 3.x will be added once its
cpyextextension support catches up. A few minor features remain unsupported for the time being (notably dynamic attributes in custom types). #527. -
Significant work on the documentation -- in particular, the monolithic
advanced.rstfile was restructured into a easier to read hierarchical organization. #448. -
Many NumPy-related improvements:
-
Object-oriented API to access and modify NumPy
ndarrayinstances, replicating much of the corresponding NumPy C API functionality. #402. -
NumPy array
dtypearray descriptors are now first-class citizens and are exposed via a new classpy::dtype. -
Structured dtypes can be registered using the
PYBIND11_NUMPY_DTYPE()macro. Specialarrayconstructors accepting dtype objects were also added.One potential caveat involving this change: format descriptor strings should now be accessed via
format_descriptor::format()(however, for compatibility purposes, the old syntaxformat_descriptor::valuewill still work for non-structured data types). #308. -
Further improvements to support structured dtypes throughout the system. #472, #474, #459, #453, #452, and #505.
-
Fast access operators. #497.
-
Constructors for arrays whose storage is owned by another object. #440.
-
Added constructors for
arrayandarray_texplicitly accepting shape and strides; if strides are not provided, they are deduced assuming C-contiguity. Also added simplified constructors for 1-dimensional case. -
Added buffer/NumPy support for
char[N]andstd::array<char, N>types. -
Added
memoryviewwrapper type which is constructible frombuffer_info.
-
-
Eigen: many additional conversions and support for non-contiguous arrays/slices. #427, #315, #316, #312, and #267
-
Incompatible changes in
class_<...>::class_():-
Declarations of types that provide access via the buffer protocol must now include the
py::buffer_protocol()annotation as an argument to theclass_constructor. -
Declarations of types that require a custom metaclass (i.e. all classes which include static properties via commands such as
def_readwrite_static()) must now include thepy::metaclass()annotation as an argument to theclass_constructor.These two changes were necessary to make type definitions in pybind11 future-proof, and to support PyPy via its cpyext mechanism. #527.
-
This version of pybind11 uses a redesigned mechanism for instantiating trampoline classes that are used to override virtual methods from within Python. This led to the following user-visible syntax change: instead of
py::class_<TrampolineClass>("MyClass") .alias<MyClass>() ....write
py::class_<MyClass, TrampolineClass>("MyClass") ....Importantly, both the original and the trampoline class are now specified as an arguments (in arbitrary order) to the
py::class_template, and thealias<..>()call is gone. The new scheme has zero overhead in cases when Python doesn't override any functions of the underlying C++ class. rev. 86d825.
-
-
Added
evalandeval_filefunctions for evaluating expressions and statements from a string or file. rev. 0d3fc3. -
pybind11 can now create types with a modifiable dictionary. #437 and #444.
-
Support for translation of arbitrary C++ exceptions to Python counterparts. #296 and #273.
-
Report full backtraces through mixed C++/Python code, better reporting for import errors, fixed GIL management in exception processing. #537, #494, rev. e72d95, and rev. 099d6e.
-
Support for bit-level operations, comparisons, and serialization of C++ enumerations. #503, #508, #380, #309. #311.
-
The
class_constructor now accepts its template arguments in any order. #385. -
Attribute and item accessors now have a more complete interface which makes it possible to chain attributes as in
obj.attr("a")[key].attr("b").attr("method")(1, 2, 3). #425. -
Major redesign of the default and conversion constructors in
pytypes.h. #464. -
Added built-in support for
std::shared_ptrholder type. It is no longer necessary to to include a declaration of the formPYBIND11_DECLARE_HOLDER_TYPE(T, std::shared_ptr<T>)(though continuing to do so won't cause an error). #454. -
New
py::overload_castcasting operator to select among multiple possible overloads of a function. An example:py::class_<Pet>(m, "Pet") .def("set", py::overload_cast<int>(&Pet::set), "Set the pet's age") .def("set", py::overload_cast<const std::string &>(&Pet::set), "Set the pet's name");This feature only works on C++14-capable compilers. #541.
-
C++ types are automatically cast to Python types, e.g. when assigning them as an attribute. For instance, the following is now legal:
py::module m = /* ... */ m.attr("constant") = 123;(Previously, a
py::castcall was necessary to avoid a compilation error.) #551. -
Redesigned
pytest-based test suite. #321. -
Instance tracking to detect reference leaks in test suite. #324
-
pybind11 can now distinguish between multiple different instances that are located at the same memory address, but which have different types. #329.
-
Generalized unpacking API to permit calling Python functions from C++ using notation such as
foo(a1, a2, *args, "ka"_a=1, "kb"_a=2, **kwargs). #372. -
py::print()function whose behavior matches that of the native Pythonprint()function. #372. -
Added
py::dictkeyword constructor:auto d = dict("number"_a=42, "name"_a="World");. #372. -
Added
py::str::format()method and_sliteral:py::str s = "1 + 2 = {}"_s.format(3);. #372. -
Added
py::repr()function which is equivalent to Python's builtinrepr(). #333. -
Improved construction and destruction logic for holder types. It is now possible to reference instances with smart pointer holder types without constructing the holder if desired. The
PYBIND11_DECLARE_HOLDER_TYPEmacro now accepts an optional second parameter to indicate whether the holder type uses intrusive reference counting. #533 and #561. -
Mapping a stateless C++ function to Python and back is now "for free" (i.e. no extra indirections or argument conversion overheads). rev. 954b79.
-
Bindings for
std::valarray<T>. #545. -
Improved support for C++17 capable compilers. #562.
-
Bindings for
std::optional<t>. #475, #476, #479, #499, and #501. -
stl_bind.h: general improvements and support forstd::mapandstd::unordered_map. #490, #282, #235. -
The
std::tuple,std::pair,std::list, andstd::vectortype casters now accept any Python sequence type as input. rev. 107285. -
Improved CMake Python detection on multi-architecture Linux. #532.
-
Infrastructure to selectively disable or enable parts of the automatically generated docstrings. #486.
-
referenceandreference_internalare now the default return value properties for static and non-static properties, respectively. #473. (the previous defaults wereautomatic). #473. -
Support for
std::unique_ptrwith non-default deleters or no deleter at all (py::nodelete). #384. -
Deprecated
handle::call()method. The new syntax to call Python functions is simplyhandle(). It can also be invoked explicitly viahandle::operator<X>(), whereXis an optional return value policy. -
Print more informative error messages when
make_tuple()orcast()fail. #262. -
Creation of holder types for classes deriving from
std::enable_shared_from_this<>now also works forconstvalues. #260. -
make_iterator()improvements for better compatibility with various types (now uses prefix increment operator); it now also accepts iterators with different begin/end types as long as they are equality comparable. #247. -
arg()now accepts a wider range of argument types for default values. #244. -
Support
keep_alivewhere the nurse object may beNone. #341. -
Added constructors for
strandbytesfrom zero-terminated char pointers, and from char pointers and length. Added constructors forstrfrombytesand forbytesfromstr, which will perform UTF-8 decoding/encoding as required. -
Many other improvements of library internals without user-visible changes
1.8.1 (July 12, 2016)
- Fixed a rare but potentially very severe issue when the garbage collector ran during pybind11 type creation.
1.8.0 (June 14, 2016)
- Redesigned CMake build system which exports a convenient
pybind11_add_modulefunction to parent projects. std::vector<>type bindings analogous to Boost.Python'sindexing_suite- Transparent conversion of sparse and dense Eigen matrices and vectors
(
eigen.h) - Added an
ExtraFlagstemplate argument to the NumPyarray_t<>wrapper to disable an enforced cast that may lose precision, e.g. to create overloads for different precisions and complex vs real-valued matrices. - Prevent implicit conversion of floating point values to integral types in function arguments
- Fixed incorrect default return value policy for functions returning a shared pointer
- Don't allow registering a type via
class_twice - Don't allow casting a
Nonevalue into a C++ lvalue reference - Fixed a crash in
enum_::operator==that was triggered by thehelp()command - Improved detection of whether or not custom C++ types can be copy/move-constructed
- Extended
strtype to also work withbytesinstances - Added a
"name"_auser defined string literal that is equivalent topy::arg("name"). - When specifying function arguments via
py::arg, the test that verifies the number of arguments now runs at compile time. - Added
[[noreturn]]attribute topybind11_fail()to quench some compiler warnings - List function arguments in exception text when the dispatch code cannot find a matching overload
- Added
PYBIND11_OVERLOAD_NAMEandPYBIND11_OVERLOAD_PURE_NAMEmacros which can be used to override virtual methods whose name differs in C++ and Python (e.g.__call__andoperator()) - Various minor
iteratorandmake_iterator()improvements - Transparently support
__bool__on Python 2.x and Python 3.x - Fixed issue with destructor of unpickled object not being called
- Minor CMake build system improvements on Windows
- New
pybind11::argsandpybind11::kwargstypes to create functions which take an arbitrary number of arguments and keyword arguments - New syntax to call a Python function from C++ using
*argsand*kwargs - The functions
def_property_*now correctly process docstring arguments (these formerly caused a segmentation fault) - Many
mkdoc.pyimprovements (enumerations, template arguments,DOC()macro accepts more arguments) - Cygwin support
- Documentation improvements (pickling support,
keep_alive, macro usage)
1.7 (April 30, 2016)
- Added a new
movereturn value policy that triggers C++11 move semantics. The automatic return value policy falls back to this case whenever a rvalue reference is encountered - Significantly more general GIL state routines that are used instead of
Python's troublesome
PyGILState_EnsureandPyGILState_ReleaseAPI - Redesign of opaque types that drastically simplifies their usage
- Extended ability to pass values of type
[const] void * keep_alivefix: don't fail when there is no patientfunctional.h: acquire the GIL before calling a Python function- Added Python RAII type wrappers
noneanditerable - Added
*argsand*kwargspass-through parameters topybind11.get_include()function - Iterator improvements and fixes
- Documentation on return value policies and opaque types improved
1.6 (April 30, 2016)
- Skipped due to upload to PyPI gone wrong and inability to recover (https://github.com/pypa/packaging-problems/issues/74)
1.5 (April 21, 2016)
- For polymorphic types, use RTTI to try to return the closest type registered with pybind11
- Pickling support for serializing and unserializing C++ instances to a byte stream in Python
- Added a convenience routine
make_iterator()which turns a range indicated by a pair of C++ iterators into a iterable Python object - Added
len()and a variadicmake_tuple()function - Addressed a rare issue that could confuse the current virtual function dispatcher and another that could lead to crashes in multi-threaded applications
- Added a
get_include()function to the Python module that returns the path of the directory containing the installed pybind11 header files - Documentation improvements: import issues, symbol visibility, pickling, limitations
- Added casting support for
std::reference_wrapper<>
1.4 (April 7, 2016)
- Transparent type conversion for
std::wstringandwchar_t - Allow passing
nullptr-valued strings - Transparent passing of
void *pointers using capsules - Transparent support for returning values wrapped in
std::unique_ptr<> - Improved docstring generation for compatibility with Sphinx
- Nicer debug error message when default parameter construction fails
- Support for "opaque" types that bypass the transparent conversion layer for STL containers
- Redesigned type casting interface to avoid ambiguities that could occasionally cause compiler errors
- Redesigned property implementation; fixes crashes due to an unfortunate default return value policy
- Anaconda package generation support
1.3 (March 8, 2016)
- Added support for the Intel C++ compiler (v15+)
- Added support for the STL unordered set/map data structures
- Added support for the STL linked list data structure
- NumPy-style broadcasting support in
pybind11::vectorize - pybind11 now displays more verbose error messages when
arg::operator=()fails - pybind11 internal data structures now live in a version-dependent namespace to avoid ABI issues
- Many, many bugfixes involving corner cases and advanced usage
1.2 (February 7, 2016)
- Optional: efficient generation of function signatures at compile time using C++14
- Switched to a simpler and more general way of dealing with function default arguments. Unused keyword arguments in function calls are now detected and cause errors as expected
- New
keep_alivecall policy analogous to Boost.Python'swith_custodian_and_ward - New
pybind11::base<>attribute to indicate a subclass relationship - Improved interface for RAII type wrappers in
pytypes.h - Use RAII type wrappers consistently within pybind11 itself. This fixes various potential refcount leaks when exceptions occur
- Added new
bytesRAII type wrapper (maps tostringin Python 2.7) - Made handle and related RAII classes const correct, using them more consistently everywhere now
- Got rid of the ugly
__pybind11__attributes on the Python side---they are now stored in a C++ hash table that is not visible in Python - Fixed refcount leaks involving NumPy arrays and bound functions
- Vastly improved handling of shared/smart pointers
- Removed an unnecessary copy operation in
pybind11::vectorize - Fixed naming clashes when both pybind11 and NumPy headers are included
- Added conversions for additional exception types
- Documentation improvements (using multiple extension modules, smart pointers, other minor clarifications)
- unified infrastructure for parsing variadic arguments in
class_and cpp_function - Fixed license text (was: ZLIB, should have been: 3-clause BSD)
- Python 3.2 compatibility
- Fixed remaining issues when accessing types in another plugin module
- Added enum comparison and casting methods
- Improved SFINAE-based detection of whether types are copy-constructible
- Eliminated many warnings about unused variables and the use of
offsetof() - Support for
std::array<>conversions
1.1 (December 7, 2015)
- Documentation improvements (GIL, wrapping functions, casting, fixed many typos)
- Generalized conversion of integer types
- Improved support for casting function objects
- Improved support for
std::shared_ptr<>conversions - Initial support for
std::set<>conversions - Fixed type resolution issue for types defined in a separate plugin module
- CMake build system improvements
- Factored out generic functionality to non-templated code (smaller code size)
- Added a code size / compile time benchmark vs Boost.Python
- Added an appveyor CI script
1.0 (October 15, 2015)
- Initial release