- Support for freethreading builds of CPython 3.13 was added.
It comes with a new directive
freethreading_compatible=True
to mark modules as free-threading compatible (Py_mod_gil
). https://github.com/cython/cython/issues?q=label%3A"nogil+CPython" Patches by Lysandros Nikolaou and Nathan Goldbaum. (Github issue :issue:`6162`) - Support for monitoring Cython modules via sys.monitoring in CPython 3.13+ was added. For coverage reporting, this needs to be disabled with -DCYTHON_USE_SYS_MONITORING=0 as long as coverage.py does not support sys.monitoring for coverage plugins. (Github issue :issue:`6144`)
- Many issues with the Limited C-API were resolved.
It is now sufficient to define the macro
Py_LIMITED_API
to activate the support. https://github.com/cython/cython/issues?q=label%3A%22limited+api%22 - Support for GraalPython was improved (but is still incomplete).
- Several issues with the gdb support were resolved. Patches by Kent Slaney. (Github issues :issue:`5955`, :issue:`5948`)
typing.Union[SomeType, None]
andSomeType | None
are now understood and mean the same astyping.Optional[SomeType]
, allowingNone
in type checks. (Github issue :issue:`6254`)cython.const[]
andcython.volatile[]
are now available as type modifiers in Python code. (Github issue :issue:`5728`)cython.pointer[SomeCType]
can now be used to define pointer types in Python type annotations. (Github issue :issue:`5071`)- Several improvements were made to reduce the size of the resulting extension modules. (Github issue :issue:`4425`)
- Function calls now use the PEP-590 Vectorcall protocol, even when passing keyword arguments. (Github issues :issue:`5804`)
- Coroutines now use the
am_send
slot function instead of going through a Python.send()
call. This has been backported for Python 3.7 - 3.9. (Github issues :issue:`4585`) __set_name__
is called when assigning to class attributes. (Github issue :issue:`6179`)- Most builtin methods now provide their return type for type inference. (Github issues :issue:`4829`, :issue:`5865`)
- Method calls on builtin literal values are evaluated at compile time, if applicable. (Github issue :issue:`6383`)
- The Python
int
type now maps directly toPyLong
and is inferred accordingly. (Github issue :issue:`4237`) - Integer operations on known
int
types are faster. (Github issue :issue:`5785`) - f-strings are faster in some cases. (Github issues :issue:`5866`, :issue:`6342`, :issue:`6383`)
divmod()
is faster on C integers. Patch by Tong He. (Github issue :issue:`6073`)dict.pop()
is faster in some cases. (Github issue :issue:`5911`).isprintable()
is optimised for Unicode characters. (Github issue :issue:`3277`)x in ()
and similar tests against empty constant sequences (e.g. in generated code) are now discarded if they have no side-effects. (Github issue :issue:`6288`)- Constant (non-GC) Python objects are no longer traversed with
Py_VISIT()
during GC runs. (Github issue :issue:`6277`) - C++ classes implemented in Cython can now use method overloading. Patch by samaingw. (Github issue :issue:`3235`)
- Assigning a Python container to a C++ vector now makes use of
__length_hint__
to avoid reallocations. Patch by Denis Lukianov. (Github issue :issue:`6077`) - The C++11
emplace*
methods were added tolibcpp.deque
. Patch by Somin An. (Github issue :issue:`6159`) cpython.time
was updated and extended for Python 3.13. (Github issue :issue:`6187`)- Dataclasses support the
match_args
option. (Github issue :issue:`5381`) - Threading in parallel sections can now be disabled with a new
use_threads_if
condition. (Github issue :issue:`5919`) - New options
warn.deprecated.DEF
andwarn.deprecated.IF
can silence the deprecation warnings. Patch by Eric Larson. (Github issue :issue:`6243`) - The parser was updated for Unicode 15.1 (as provided by CPython 3.13b4).
- C functions used different start lines and columns for error reporting and tracing than Python functions. They now use the line and column of their first decorator or (if none) their definition line, as in Python. (Github issue :issue:`6366`)
- Dataclasses did not handle default fields without init value correctly. (Github issue :issue:`5858`)
- Implementing a special method based on another could lead to infinite recursion. (Github issue :issue:`5863`)
- The
__class__
cell variable in methods was not always working as in Python. Initial patch by Tom Keefe. (Github issue :issue:`2912`) - Lambda functions had no code objects. Their signature can now be introspected. (Github issue :issue:`2983`)
- Subtyping complex as extension type could fail. (Github issue :issue:`6346`)
hasattr()
now propagates exceptions that occur during lookup. (Github issue :issue:`6269`)- The base type of extension heap types is now traversed during GC runs in Py3.9+. (Github issue :issue:`4193`)
- Exception values were not always recognised as equal at compile time. (Github issue :issue:`5709`)
- Running Cython in different Python versions could generate slightly different C code due to differences in the builtins. (Github issue :issue:`5591`)
- The common_include_dir feature used different file paths in the C code on Windows and Posix. It now uses forward slashes as directory separator consistently. (Github issue :issue:`6355`)
- File paths in the C code are now relative to the build directory. Patch by Oscar Benjamin. (Github issue :issue:`6341`)
- The
-a
option in the IPython magic no longer copies the complete HTML document into the notebook but only a more reasonable content snippet. Patch by Min RK. (Github issue :issue:`5760`) - Uselessly referring to C enums (not enum values) as Python objects is now rejected. Patch by Vyas Ramasubramani. (Github issue :issue:`5638`)
- Several C++ warnings about
char*
casts were resolved. (Github issues :issue:`5515`, :issue:`5847`) - C++ undefined behaviour was fixed in an error handling case. (Github issue :issue:`5278`)
- The PEP-479 implementation could raise a visible
RuntimeError
without a trace of the originalStopIteration
. (Github issue :issue:`5953`) - A crash was fixed when assigning a zero-length slice to a memoryview. Patch by Michael Man. (Github issue :issue:`6227`)
- Unterminated string literals could lock up the build in an infinite loop. (Github issue :issue:`5977`)
- Exporting C functions uses better platform compatible code. (Github issue :issue:`4683`)
- Cython now uses SHA-256 instead of SHA-1 for caching etc. as the latter may not be available on all Python installations. (Github issue :issue:`6354`)
- Support for Python 2.7 - 3.6 was removed, along with large chunks of legacy code. (Github issue :issue:`2800`)
- The pxd files
cpython.int
,cpython.cobject
,cpython.oldbuffer
andcpython.string
were removed as they refer to C-API declarations that are only in Python 2.x. (Github issue :issue:`5870`) - The generated C code now requires a C99 compatible C compiler.
language_level=3
is now the default.language_level=3str
has become a legacy alias. (Github issue :issue:`5827`)- The Py2 types
unicode
andbasestring
are now deprecated and have become aliases of thestr
type. (Github issue :issue:`6374`) - Docstrings now strip their leading whitespace according to PEP-257. Patch by Lawrence Mitchell. (Github issue :issue:`6241`)
- Type checkers should have it easier to find and validate Cython types in .py files. (Github issue :issue:`4327`)
- The previously shipped NumPy C-API declarations (
cimport numpy
) were removed. NumPy has been providing version specific declarations for several versions now. (Github issue :issue:`5842`) - Usages of the outdated
WITH_THREAD
macro guard were removed. (Github issue :issue:`5812`) - The options for showing the C code line in Python exception stack traces were cleaned up.
Previously, disabling the option with the
CYTHON_CLINE_IN_TRACEBACK
macro did not reduce the code overhead of the feature, and thec_line_in_traceback
compile option was partly redundant with the C macro switches and lead to warnings about unused code. Since this is considered mostly a debug feature, the new default is that it is _disabled_ to avoid code and runtime overhead. It can be enabled by setting the C macro to 1, and a new macroCYTHON_CLINE_IN_TRACEBACK_RUNTIME
was added that controls the runtime configurable setting if the feature is enabled, which was previously only available through the compile option. The compile option is now deprecated (but still available), and users should migrate to using the two C macros only. (Github issue :issue:`6036`) - Includes all fixes as of Cython 3.0.12 (but generates C99 code in some places).
- Fused ctuples with the same entry types but different sizes could fail to compile. (Github issue :issue:`6328`)
- In Py3, pyximport was not searching sys.path when looking for importable source files. (Github issue :issue:`5615`)
- The C++11
emplace*
methods were added tolibcpp.deque
. Patch by Somin An. (Github issue :issue:`6159`)
- The exception check value of functions declared in pxd files was not always applied in 3.0.10. (Github issue :issue:`6122`)
- A crash on exception deallocations was fixed. (Github issue :issue:`6022`)
- A crash was fixed when assigning a zero-length slice to a memoryview. Patch by Michael Man. (Github issue :issue:`6227`)
libcpp.optional.value()
could crash if it raised a C++ exception. Patch by Alexander Condello. (Github issue :issue:`6190`)- The return type of
str()
was mishandled, leading to crashes withlanguage_level=3
. (Github issue :issue:`6166`) bytes.startswith/endswith()
failed for non-bytes substrings (e.g.bytearray
). (Github issue :issue:`6168`)- Fused ctuples crashed Cython. (Github issue :issue:`6068`)
- A compiler crash was fixed when using extension types in fused types. (Github issue :issue:`6204`)
- The module cleanup code was incorrect for globally defined memory view slices. (Github issue :issue:`6276`)
- Some adaptations were made to enable compilation in Python 3.13. (Github issues :issue:`5997`, :issue:`6182`, :issue:`6251`)
- Cython generated incorrect self-casts when directly calling final methods of subtypes. Patch by Lisandro Dalcin. (Github issue :issue:`2747`)
- Internal C names generated from C function signatures could become too long for MSVC. (Github issue :issue:`6052`)
- The
noexcept
warnings could be misleading in some cases. Patch by Gonzalo Tornaría. (Github issue :issue:`6087`) - The
@cython.ufunc
implementation could generate incomplete C code. (Github issue :issue:`6064`) - The
libcpp.complex
declarations could result in incorrect C++ code. Patch by Raffi Enficiaud. (Github issue :issue:`6037`) - Several tests were adapted to work with both NumPy 1.x and 2.0. Patch by Matti Picus. (Github issues :issue:`6076`, :issue:`6100`)
- C compiler warnings when the freelist implementation is disabled (e.g. on PyPy) were fixed.
It can now be disabled explicitly with the C macro guard
CYTHON_USE_FREELISTS=0
. (Github issue :issue:`6099`) - Some C macro guards for feature flags were missing from the NOGIL Python configuration.
- Some recently added builtins were unconditionally looked up at module import time (if used by user code) that weren't available on all Python versions and could thus fail the import.
- A performance hint regarding exported pxd declarations was improved. (Github issue :issue:`6001`)
- Assigning
const
values to non-const variables now issues a warning. (Github issue :issue:`5639`) - Using
noexcept
on a function returning Python objects now issues a warning. (Github issue :issue:`5661`) - Some C-API usage was updated for the upcoming CPython 3.13. Patches by Victor Stinner et al. (Github issues :issue:`6003`, :issue:`6020`)
- The deprecated
Py_UNICODE
type is no longer used, unless required by user code. (Github issue :issue:`5982`) std::string.replace()
declarations were added to libcpp.string. Patch by Kieran Geary. (Github issue :issue:`6037`)
- Cython generates incorrect (but harmless) self-casts when directly calling final methods of subtypes. Lacking a better solution, the errors that recent gcc versions produce have been silenced for the time being. Original patch by Michał Górny. (Github issue :issue:`2747`)
- Unused variable warnings about clineno were fixed when C lines in tracebacks are disabled. (Github issue :issue:`6035`)
- Subclass deallocation of extern classes could crash if the base class uses GC. Original patch by Jason Fried. (Github issue :issue:`5971`)
- Type checks for Python
memoryview
could use an invalid C function. Patch by Xenia Lu. (Github issue :issue:`5988`) - Calling final fused functions could generate invalid C code. (Github issue :issue:`5989`)
- Declaring extern enums multiple times could generate invalid C code. (Github issue :issue:`5905`)
pyximport
used relative paths incorrectly. Patch by Stefano Rivera. (Github issue :issue:`5957`)- Running Cython with globbing characters (
[]*?
) in the module search path could fail. Patch by eewanco. (Github issue :issue:`5942`) - Literal strings that include braces could change the C code indentation.
- The "enum class not importable" warning is now only issued once per enum type. (Github issue :issue:`5941`)
- Using
const
together with defined fused types could fail to compile. (Github issue :issue:`5230`) - A "use after free" bug was fixed in parallel sections. (Github issue :issue:`5922`)
- Several types were not available as
cython.*
types in pure Python code. - The generated code is now correct C89 again, removing some C++ style
//
comments and C99-style declaration-after-code code ordering. This is still relevant for some ols C compilers, specifically ones that match old Python 2.7 installations.
- In the iterator of generator expressions,
await
andyield
were not correctly analysed. (Github issue :issue:`5851`) cpdef
enums with the same name cimported from different modules could lead to invalid C code. (Github issue :issue:`5887`)- Some declarations in
cpython.unicode
were fixed and extended. (Github issue :issue:`5902`) - Compiling fused types used in pxd files could crash Cython in Python 3.11+. (Github issues :issue:`5894`, :issue:`5588`)
- Source files with non-ASCII file names could crash Cython. (Github issue :issue:`5873`)
- Includes all bug-fixes and features from the 0.29 maintenance branch up to the :ref:`0.29.37` release.
- Fused def function dispatch is a bit faster.
- Declarations for the
wchar
PyUnicode API were added. (Github issue :issue:`5836`) - The Python "nogil" fork is now also detected with the new
Py_GIL_DISABLED
macro. Patch by Hugo van Kemenade. (Github issue :issue:`5852`)
- Comparing dataclasses could give different results than Python. (Github issue :issue:`5857`)
float(std::string)
generated invalid C code. (Github issue :issue:`5818`)- Using
cpdef
functions withcimport_from_pyx
failed. (Github issue :issue:`5795`) - A crash was fixed when string-formatting a Python value fails. (Github issue :issue:`5787`)
- On item access, Cython could try the sequence protocol before the mapping protocol in some cases if an object supports both. (Github issue :issue:`5776`)
- A C compiler warning was resolved. (Github issue :issue:`5794`)
- Complex numbers failed to compile in MSVC with C11. Patch by Lysandros Nikolaou. (Github issue :issue:`5809`)
- Some issues with the Limited API and with PyPy were resolved. (Github issues :issue:`5695`, :issue:`5696`)
- A C++ issue in Python 3.13 was resolved. (Github issue :issue:`5790`)
- Several directives are now also available (as no-ops) in Python code. (Github issue :issue:`5803`)
- An error message was corrected. Patch by Mads Ynddal. (Github issue :issue:`5805`)
- Preliminary support for CPython 3.13a1 was added to allow early testing. (Github issue :issue:`5767`)
- A compiler crash was fixed. (Github issue :issue:`5771`)
- A typo in the
always_allow_keywords
directive for Python code was fixed. Patch by lk-1984. (Github issue :issue:`5772`) - Some C compiler warnings were resolved. Patch by Pierre Jolivet. (Github issue :issue:`5780`)
- A new compiler directive
show_performance_hints
was added to disable the newly added performance hint output. (Github issue :issue:`5748`)
`cythonize` required ``distutils
even for operations that did not build binaries. (Github issue :issue:`5751`)- A regression in 3.0.3 was fixed that prevented calling inline functions
from another inline function in
.pxd
files. (Github issue :issue:`5748`) - Some C compiler warnings were resolved. Patch by Pierre Jolivet. (Github issue :issue:`5756`)
- More warnings were added to help users migrate and avoid bugs. (Github issue :issue:`5650`)
- A warning-like category for performance hints was added that bypasses
-Werror
. (Github issue :issue:`5673`) - FastGIL now uses standard
thread_local
in C++. (Github issue :issue:`5640`) reference_wrapper
was added tolibcpp.functional
. Patch by Vyas Ramasubramani. (Github issue :issue:`5671`)- The
cythonize
command now supports the--cplus
option known from thecython
command. (Github issue :issue:`5736`)
- Performance regressions where the GIL was needlessly acquired were fixed. (Github issues :issue:`5670`, :issue:`5700`)
- A reference leak for exceptions in Python 3.12 was resolved. Patch by Eric Johnson. (Github issue :issue:`5724`)
fastcall
calls with keyword arguments generated incorrect C code. (Github issue :issue:`5665`)- Assigning the type converted result of a conditional (if-else) expression
to
int
orbool
variables could lead to incorrect C code. (Github issue :issue:`5731`) - Early (unlikely) failures in Python function wrappers no longer set a traceback in order to simplify the C code flow. Being mostly memory allocation errors, they probably would never have created a traceback anyway. (Github issue :issue:`5681`)
- Relative cimports from packages with
__init__.py
files could fail. (Github issue :issue:`5715`) - Several issues with the Limited API support were resolved. (Github issues :issue:`5641`, :issue:`5648`, :issue:`5689`)
- The code generated for special-casing both Cython functions and PyCFunctions was cleaned up to avoid calling C-API functions that were not meant for the other type respectively. This could previously trigger assertions in CPython debug builds and now also plays better with the Limited API. (Github issues :issue:`4804`, :issue:`5739`)
- Fix some C compiler warnings. Patches by Ralf Gommers, Oleksandr Pavlyk, Sebastian Koslowski et al. (Github issues :issue:`5651`, :issue:`5663`, :issue:`5668`, :issue:`5717`, :issue:`5726`, :issue:`5734`)
- Generating gdb debugging information failed when using generator expressions. Patch by Oleksandr Pavlyk. (Github issue :issue:`5552`)
- Passing a
setuptools.Extension
intocythonize()
instead of adistutils.Extension
could make it miss the matching extensions. cython -M
needlessly requireddistutils
, which made it fail in Python 3.12. (Github issue :issue:`5681`)
- The visible deprecation warning for
DEF
was removed again since it proved difficult for some users to migrate away from it. The statement is still meant to be removed at some point (and thus, likeIF
, should not be used in new code), but the time for sunset is probably not around the corner. (Github issue :issue:`4310`) - The
np_pythran
option raise aDeprecationWarning
if it receives other values thanTrue
andFalse
. This will eventually be disallowed (in line with all other boolean options).
- Using
None
as default value for arguments annotated asint
could crash Cython. (Github issue :issue:`5643`) - Default values of fused types that include
complex
could generate invalid C code with-DCYTHON_CCOMPLEX=0
. (Github issue :issue:`5644`) - Using C++ enum class types in extension type method signatures could generate invalid C code. (Github issue :issue:`5637`)
- The error messages regarding exception declarations were improved in order to give better help about possible reasons and fixes. (Github issue :issue:`5547`)
- Memory view types in Python argument annotations no longer accept
None
. They now require an explicitOptional[]
or aNone
default value in order to allowNone
to be passed. This was an oversight in the 3.0.0 release and is a BACKWARDS INCOMPATIBLE change. However, since it only applies to code using Python syntax, it probably only applies to newly written code that was written for Cython 3.0 and can easily be adapted. In most cases, we expect that this change will avoid bugs in user code rather than produce problems. (Github issue :issue:`5612`) nogil
functions using parallel code could freeze when called with the GIL held. (Github issues :issue:`5564`, :issue:`5573`)- Relative cimports could end up searching globally and find the same package installed elsewhere, potentially in another version. (Github issue :issue:`5511`)
- Attribute lookups on known standard library modules could accidentally search in the module namespace instead. (Github issue :issue:`5536`)
- Using constructed C++ default arguments could generate invalid C++ code. (Github issue :issue:`5553`)
libcpp.memory.make_unique()
was lacking C++ exception handling. (Github issue :issue:`5560`)- Some non-public and deprecated CAPI usages were replaced by public (and thus more future proof) API code.
- Many issues with the Limited API support were resolved. Patches by Lisandro Dalcin et al. (Github issues :issue:`5549`, :issue:`5550`, :issue:`5556`, :issue:`5605`, :issue:`5617`)
- Some C compiler warnings were resolved. Patches by Matti Picus et al. (Github issues :issue:`5557`, :issue:`5555`)
- Large Python integers are now stored in hex instead of decimal strings to work around security limits in Python and generally speed up their Python object creation.
NULL
could not be used as default for fused type pointer arguments. (Github issue :issue:`5554`)- C functions that return pointer types now return
NULL
as default exception value. Previously, calling code wasn't aware of this and always tested for raised exceptions. (Github issue :issue:`5554`) - Untyped literal default arguments in fused functions could generate invalid C code. (Github issue :issue:`5614`)
- C variables declared as
const
could generate invalid C code when used in closures, generator expressions, ctuples, etc. (Github issues :issue:`5558`, :issue:`5333`) - Enums could not refer to previously defined enums in their definition. (Github issue :issue:`5602`)
- The Python conversion code for anonymous C enums conflicted with regular int conversion. (Github issue :issue:`5623`)
- Using memory views for property methods (and other special methods) could lead to refcounting problems. (Github issue :issue:`5571`)
- Star-imports could generate code that tried to assign to constant C macros like
PY_SSIZE_T_MAX
andPY_SSIZE_T_MIN
. Patch by Philipp Wagner. (Github issue :issue:`5562`) CYTHON_USE_TYPE_SPECS
can now be (explicitly) enabled in PyPy.- The template parameter "delimeters" in the Tempita
Template
class was corrected to "delimiters". The old spelling is still available in the main template API but now issues aDeprecationWarning
. (Github issue :issue:`5608`) - The
cython --version
output is now less likely to reach both stdout and stderr. Patch by Eli Schwartz. (Github issue :issue:`5504`) - The sdist was missing the Shadow.pyi stub file.
Cython 3.0.0 has been a very large effort that cleaned up many old warts, introduced many new features, and introduces a couple of intentional behaviour changes, even though the goal remained to stay compatible as much as possible with Cython 0.29.x. For details, see the migration guide.
As the development was spread out over several years, a lot of things have happened in the meantime. Many crucial bugfixes and some features were backported to 0.29.x and are not strictly speaking "new" in Cython 3.0.0.
Since Cython 3.0.0 started development, CPython 3.8-3.11 were released. All these are supported in Cython, including experimental support for the in-development CPython 3.12. On the other end of the spectrum, support for Python 2.6 was dropped.
Cython interacts very closely with the C-API of Python, which is where most of the adaptation work happens.
- The long deprecated include files
python_*
,stdio
,stdlib
andstl
inCython/Includes/Deprecated/
were removed. Use thelibc.*
andcpython.*
pxd modules instead. Patch by Jeroen Demeyer. (Github issue :issue:`2904`) - The
Py_hash_t
type failed to accept arbitrary "index" values. (Github issue :issue:`2752`) @cython.trashcan(True)
can be used on an extension type to enable the CPython :ref:`trashcan`. This allows deallocating deeply recursive objects without overflowing the stack. Patch by Jeroen Demeyer. (Github issue :issue:`2842`)PyEval_InitThreads()
is no longer used in Py3.7+ where it is a no-op.- A low-level inline function
total_seconds(timedelta)
was added tocpython.datetime
to bypass the Python method call. Note that this function is not guaranteed to give exactly the same results for very large time intervals. Patch by Brock Mendel. (Github issue :issue:`3616`) - The internal CPython macro
Py_ISSPACE()
is no longer used. Original patch by Andrew Jones. (Github issue :issue:`4111`) - The value
PyBUF_MAX_NDIM
was added to thecpython.buffer
module. Patch by John Kirkham. (Github issue :issue:`3811`) - A new module
cpython.time
was added with some low-level alternatives to Python'stime
module. Patch by Brock Mendel. (Github issue :issue:`3767`) - More C-API declarations for
cpython.datetime
were added. Patch by Bluenix2. (Github issue :issue:`4128`) - C-API declarations for context variables in Python 3.7 were added. Original patch by Zolisa Bleki. (Github issue :issue:`2281`)
- C-API declarations for
cpython.fileobject
were added. Patch by Zackery Spytz. (Github issue :issue:`3906`) - The signature of
PyFloat_FromString()
incpython.float
was changed to match the signature in Py3. It still has an automatic fallback for Py2. (Github issue :issue:`3909`) PyMem_[Raw]Calloc()
was added to thecpython.mem
declarations. Note that theRaw
versions are no longer #defined by Cython. The previous macros were not considered safe. Patch by William Schwartz and David Woods. (Github issue :issue:`3047`)- The runtime size check for imported
PyVarObject
types was improved to reduce false positives and adapt to Python 3.11. Patch by David Woods. (Github issues :issue:`4827`, :issue:`4894`) - The generated C code failed to compile in CPython 3.11a4 and later. (Github issue :issue:`4500`)
pyximport
no longer uses the deprecatedimp
module. Patch by Matúš Valo. (Github issue :issue:`4560`)- Improvements to
PyTypeObject
definitions in pxd wrapping of libpython. Patch by John Kirkham. (Github issue :issue:`4699`) - Some old usages of the deprecated Python
imp
module were replaced withimportlib
. Patch by Matúš Valo. (Github issue :issue:`4640`) cpdef
enums no longer useOrderedDict
butdict
in Python 3.6 and later. Patch by GalaxySnail. (Github issue :issue:`5180`)- Several problems with CPython 3.12 were resolved. (Github issue :issue:`5238`)
- The exception handling code was adapted to CPython 3.12. (Github issue :issue:`5442`)
- The Python
int
handling code was adapted to make use of the newPyLong
internals in CPython 3.12. (Github issue :issue:`5353`) - A compile error when using
__debug__
was resolved. - The deprecated
_PyGC_FINALIZED()
C-API macro is no longer used. Patch by Thomas Caswell and Matúš Valo. (Github issue :issue:`5481`) - A crash in Python 2.7 was fixed when cleaning up extension type instances at program end.
Cython tries to support other Python implementations, largely on a best-effort basis. The most advanced support exists for PyPy, which is tested in our CI and considered supported.
- An unsupported C-API call in PyPy was fixed. Patch by Max Bachmann. (Github issue :issue:`4055`)
- Support for the now unsupported Pyston V1 was removed in favour of Pyston V2. Patch by Marius Wachtler. (Github issue :issue:`4211`)
- A C compiler warning in PyPy3 regarding
PyEval_EvalCode()
was resolved. - Some compatibility issues with PyPy were resolved. Patches by Max Bachmann, Matti Picus. (Github issues :issue:`4454`, :issue:`4477`, :issue:`4478`, :issue:`4509`, :issue:`4517`)
- An initial set of adaptations for GraalVM Python was implemented. Note that this does not imply any general support for this target or that your code will work at all in this environment. But testing should be possible now. Patch by David Woods. (Github issue :issue:`4328`)
- A work-around for StacklessPython < 3.8 was disabled in Py3.8 and later. (Github issue :issue:`4329`)
CPython provides a stable, limited subset of its C-API as the so-called Limited API. This C-API comes with the guarantee of a stable ABI, meaning that extensions modules that were compiled for one version of CPython can also be imported in later versions without recompilation.
There is initial support for this in Cython. By defining the CYTHON_LIMITED_API
macro, Cython cuts down its C-API usage and tries to adhere to the Limited C-API,
probably at the cost of a bit of performance.
In order to get full benefit from the limited API you will also need to define the
CPython macro Py_LIMITED_API
to a specific CPython compatibility version,
which additionally restricts the C-API during the C compilation,
thus enforcing the forward compatibility of the extension module.
Note that "initial support" in Cython really means that setting the Py_LIMITED_API
macro will almost certainly not yet work for your specific code.
There are limitations in the Limited C-API
that are difficult for Cython to generate C code for, so some advanced Python features
(like async code) may not lead to C code that cannot adhere to the Limited C-API, or
where Cython simply does not know yet how to adhere to it. Basically, if you get your
code to compile with both macros set, and it passes your test suite, then it should be
possible to import the extension module also in later CPython versions.
The experimental feature flags CYTHON_USE_MODULE_STATE
and
CYTHON_USE_TYPE_SPECS
enable some individual aspects of the Limited API
implementation independently.
- Preliminary support for the CPython's
Py_LIMITED_API
(stable ABI) is available by setting theCYTHON_LIMITED_API
C macro. Note that the support is currently in an early stage and many features do not yet work. You currently still have to definePy_LIMITED_API
externally in order to restrict the API usage. This will change when the feature stabilises. Patches by Eddie Elizondo and David Woods. (Github issues :issue:`3223`, :issue:`3311`, :issue:`3501`) - Limited API support was improved. Patches by Matthias Braun. (Github issues :issue:`3693`, :issue:`3707`)
- New C feature flags:
CYTHON_USE_MODULE_STATE
,CYTHON_USE_TYPE_SPECS
Both are currently considered experimental. (Github issue :issue:`3611`) _Py_TPFLAGS_HAVE_VECTORCALL
was always set on extension types when using the limited API. Patch by David Woods. (Github issue :issue:`4453`)- Limited API C preprocessor warning is compatible with MSVC. Patch by Victor Molina Garcia. (Github issue :issue:`4826`)
- The embedding code no longer calls deprecated C-API functions but uses the new
PyConfig
API instead on CPython versions that support it (3.8+). Patch by Alexander Shadchin. (Github issue :issue:`4895`) - Some C code issue were resolved for the Limited API target. (Github issues :issue:`5264`, :issue:`5265`, :issue:`5266`)
- Conversion of Python ints to C
int128
is now always supported, although slow if dedicated C-API support is missing (_PyLong_AsByteArray()
), specifically in the Limited C-API. (Github issue :issue:`5419`) - Custom buffer slot methods are now supported in the Limited C-API of Python 3.9+. Patch by Lisandro Dalcin. (Github issue :issue:`5422`)
- PEP-3131: Supporting Non-ASCII Identifiers (Github issue :issue:`2601`)
- PEP-479: generator_stop (enabled by default for language_level=3) (Github issue :issue:`2580`)
- PEP-487: Simpler customisation of class creation (Github issue :issue:`2781`)
- PEP-563: Postponed Evaluation of Annotations (Github issue :issue:`3285`)
- PEP-570: Positional-Only Parameters (Github issue :issue:`2915`)
- PEP-572: Assignment Expressions (a.k.a. the walrus operator :=) (Github issue :issue:`2636`)
- PEP-590: Vectorcall protocol (Github issue :issue:`2263`)
- PEP-614: Relaxing Grammar Restrictions On Decorators (Github issue :issue:`4570`)
Typing support in the sense of PEP-484 (Github issues :issue:`3949`, :issue:`4243`) and PEP-560 (Github issues :issue:`2753`, :issue:`3537`, :issue:`3764`) was also improved.
The default language level was changed to 3str
, i.e. Python 3 semantics,
but with str
literals (also in Python 2.7). This is a backwards incompatible
change from the previous default of Python 2 semantics. The previous behaviour
is available through the directive language_level=2
.
(Github issue :issue:`2565`). This covers changes such as using the
print
-function instead of the print
-statement, and integer-integer
division giving a floating point answer. Most of these changes were available
in earlier versions of Cython but are now the default.
Cython 3.0.0 also aligns its own language semantics more closely with Python, in particular:
- the power operator has changed to give a result matching what Python does rather than keeping the same types as the input (as in C),
- operator overloading of
cdef classes
behaves much more like Python classes, - Cython's behaviour when using type annotations aligns more closely with their standard use in Python.
- Cython no longer generates
__qualname__
attributes for classes in Python 2.x since they are problematic there and not correctly maintained for subclasses. Patch by Jeroen Demeyer. (Github issue :issue:`2772`) - Binding staticmethods of Cython functions were not behaving like Python methods. Patch by Jeroen Demeyer. (Github issue :issue:`3106`, :issue:`3102`)
- Compiling package
__init__
files could fail under Windows due to an undefined export symbol. (Github issue :issue:`2968`) __init__.pyx
files were not always considered as package indicators. (Github issue :issue:`2665`)- Setting
language_level=2
in a file did not work iflanguage_level=3
was enabled globally before. Patch by Jeroen Demeyer. (Github issue :issue:`2791`) __doc__
was not available inside of the class body during class creation. (Github issue :issue:`1635`)- The first function line number of functions with decorators pointed to the signature line and not the first decorator line, as in Python. Patch by Felix Kohlgrüber. (Github issue :issue:`2536`)
- Pickling unbound methods of Python classes failed. Patch by Pierre Glaser. (Github issue :issue:`2972`)
- Item access (subscripting) with integer indices/keys always tried the Sequence protocol before the Mapping protocol, which diverged from Python semantics. It now passes through the Mapping protocol first when supported. (Github issue :issue:`1807`)
- Nested dict literals in function call kwargs could incorrectly raise an error about duplicate keyword arguments, which are allowed when passing them from dict literals. (Github issue :issue:`2963`)
- Diverging from the usual behaviour,
len(memoryview)
,len(char*)
andlen(Py_UNICODE*)
returned an unsignedsize_t
value. They now return a signedPy_ssize_t
, like other usages oflen()
. - The unicode methods
.upper()
,.lower()
and.title()
were incorrectly optimised for single character input values and only returned the first character if multiple characters should have been returned. They now use the original Python methods again. - The
cython.view.array
type supports inheritance. Patch by David Woods. (Github issue :issue:`3413`) - The builtin
abs()
function can now be used on C numbers in nogil code. Patch by Elliott Sales de Andrade. (Github issue :issue:`2748`) - The attributes
gen.gi_frame
andcoro.cr_frame
of Cython compiled generators and coroutines now return an actual frame object for introspection. (Github issue :issue:`2306`) - Inlined properties can be defined for external extension types. Patch by Matti Picus. (Github issue :issue:`2640`, redone later in :issue:`3571`)
- Unicode module names and imports are supported. Patch by David Woods. (Github issue :issue:`3119`)
__arg
argument names in methods were not mangled with the class name. Patch by David Woods. (Github issue :issue:`1382`)- With
language_level=3/3str
, Python classes without explicit base class are now new-style (type) classes also in Py2. Previously, they were created as old-style (non-type) classes. (Github issue :issue:`3530`) - Conditional blocks in Python code that depend on
cython.compiled
are eliminated at an earlier stage, which gives more freedom in writing replacement Python code. Patch by David Woods. (Github issue :issue:`3507`) - Python private name mangling now falls back to unmangled names for non-Python globals, since double-underscore names are not uncommon in C. Unmangled Python names are also still found as a legacy fallback but produce a warning. Patch by David Woods. (Github issue :issue:`3548`)
- The
print
statement (not theprint()
function) is allowed innogil
code without an explicitwith gil
section. repr()
was assumed to returnstr
instead ofunicode
withlanguage_level=3
. (Github issue :issue:`3736`)- Type inference now understands that
a, *b = x
assigns a list tob
. - No/single argument functions now accept keyword arguments by default in order
to comply with Python semantics. The marginally faster calling conventions
METH_NOARGS
andMETH_O
that reject keyword arguments are still available with the directive@cython.always_allow_keywords(False)
. (Github issue :issue:`3090`) - Special methods for binary operators now follow Python semantics.
Rather than e.g. a single
__add__
method for cdef classes, where "self" can be either the first or second argument, one can now define both__add__
and__radd__
as for standard Python classes. This behavior can be disabled with thec_api_binop_methods
directive to return to the previous semantics in Cython code (available from Cython 0.29.20), or the reversed method (__radd__
) can be implemented in addition to an existing two-sided operator method (__add__
) to get a backwards compatible implementation. (Github issue :issue:`2056`) - Generator expressions in pxd-overridden
cdef
functions could fail to compile. Patch by Matúš Valo. (Github issue :issue:`3477`) - Calls to
.__class__()
of a known extension type failed. Patch by David Woods. (Github issue :issue:`3954`) - Structs could not be instantiated with positional arguments in pure Python mode.
- Annotations were not exposed on annotated (data-)classes. Patch by matsjoyce. (Github issue :issue:`4151`)
- Docstrings of
cpdef
enums are now copied to the enum class. Patch by matham. (Github issue :issue:`3805`) asyncio.iscoroutinefunction()
now recognises coroutine functions also when compiled by Cython. Patch by Pedro Marques da Luz. (Github issue :issue:`2273`)- Self-documenting f-strings (
=
) were implemented. Patch by davfsa. (Github issue :issue:`3796`) cython.array
supports simple, non-strided views. (Github issue :issue:`3775`)- Attribute annotations in Python classes are now ignored, because they are just Python objects in a dict (as opposed to the fields of extension types). Patch by David Woods. (Github issues :issue:`4196`, :issue:`4198`)
- A warning was added when
__defaults__
or__kwdefaults__
of Cython compiled functions were re-assigned, since this does not current have an effect. Patch by David Woods. (Github issue :issue:`2650`) - The
self
argument of static methods in .pxd files was incorrectly typed. Patch by David Woods. (Github issue :issue:`3174`) - Default values for memory views arguments were not properly supported. Patch by Corentin Cadiou. (Github issue :issue:`4313`)
- Python object types were not allowed as
->
return type annotations. Patch by Matúš Valo. (Github issue :issue:`4433`) - The excess arguments in a for-in-range loop with more than 3 arguments to range() were silently ignored. Original patch by Max Bachmann. (Github issue :issue:`4550`)
- Unsupported decorators on cdef functions were not rejected in recent releases. Patch by David Woods. (Github issue :issue:`4322`)
- Fused functions were binding unnecessarily, which prevented them from being pickled. Patch by David Woods. (Github issue :issue:`4370`)
- Decorators on inner functions were not evaluated in the right scope. Patch by David Woods. (Github issue :issue:`4367`)
- Cython did not type the
self
argument in special binary methods. Patch by David Woods. (Github issue :issue:`4434`) - Circular imports of compiled modules could fail needlessly even when the import
could already be resolved from
sys.modules
. Patch by Syam Gadde. (Github issue :issue:`4390`) __del__(self)
on extension types now maps totp_finalize
in Python 3. Original patch by ax487. (Github issue :issue:`3612`)- Reusing an extension type attribute name as a method name is now an error. Patch by 0dminnimda. (Github issue :issue:`4661`)
- When using type annotations,
func(x: list)
orfunc(x: ExtType)
(and other Python builtin or extension types) no longer allowNone
as input argument tox
. This is consistent with the normal typing semantics in Python, and was a common gotcha for users who did not expectNone
to be allowed as input. To allowNone
, usetyping.Optional
as infunc(x: Optional[list])
.None
is also automatically allowed when it is used as default argument, i.e.func(x: list = None)
.int
andfloat
are now also recognised in type annotations and restrict the value type at runtime. They were previously ignored. Note that, for backwards compatibility reasons, the new behaviour does not apply when using Cython's C notation, as infunc(list x)
. Here,None
is still allowed, as always. Also, theannotation_typing
directive can now be enabled and disabled more finely within the module. (Github issues :issue:`2696`, :issue:`3883`, :issue:`4606`, :issue:`4669`, :issue:`4886`) - The parser allowed some invalid spellings of
...
. Patch by 0dminnimda. (Github issue :issue:`4868`) - The
__self__
attribute of fused functions reports its availability correctly withhasattr()
. Patch by David Woods. (Github issue :issue:`4808`) - Several optimised string methods failed to accept
None
as arguments to their options. Test patch by Kirill Smelkov. (Github issue :issue:`4737`) - Cython generators and coroutines now identify as
CO_ASYNC_GENERATOR
,CO_COROUTINE
andCO_GENERATOR
accordingly. (Github issue :issue:`4902`) - Memory views and the internal Cython array type now identify as
collections.abc.Sequence
. Patch by David Woods. (Github issue :issue:`4817`) - Context managers can be written in parentheses. Patch by David Woods. (Github issue :issue:`4814`)
- Some parser issues were resolved. (Github issue :issue:`4992`)
- Unused
**kwargs
arguments did not show up inlocals()
. (Github issue :issue:`4899`) - Relative imports failed in compiled
__init__.py
package modules. Patch by Matúš Valo. (Github issue :issue:`3442`) - Extension types are now explicitly marked as immutable types to prevent them from being considered mutable. Patch by Max Bachmann. (Github issue :issue:`5023`)
int(Py_UCS4)
returned the code point instead of the parsed digit value. (Github issue :issue:`5216`)- Calling bound classmethods of builtin types could fail trying to call the unbound method. (Github issue :issue:`5051`)
- Generator expressions and comprehensions now look up their outer-most iterable on creation, as Python does, and not later on start, as they did previously. (Github issue :issue:`1159`)
- Bound C methods can now coerce to Python objects. (Github issues :issue:`4890`, :issue:`5062`)
cpdef
enums can now be pickled. (Github issue :issue:`5120`)- The Python Enum of a
cpdef enum
now inherits fromIntFlag
to better match both Python and C semantics of enums. (Github issue :issue:`2732`) - The special
__*pow__
methods now support the 2- and 3-argument variants. (Github issue :issue:`5160`) - The
**
power operator now behaves more like in Python by returning the correct complex result if required by math. A newcpow
directive was added to turn on the previous C-like behaviour. (Github issue :issue:`4936`) - With
language_level=2
, imports of modules in packages could return the wrong module in Python 3. (Github issue :issue:`5308`) - Function signatures containing a type like tuple[()] could not be printed. Patch by Lisandro Dalcin. (Github issue :issue:`5355`)
__qualname__
and__module__
were not available inside of class bodies. (Github issue :issue:`4447`)- A new directive
embedsignature.format
was added to select the format of the docstring embedded signatures betweenpython
,c
and argumentclinic
. Patch by Lisandro Dalcin. (Github issue :issue:`5415`) - ctuples can now be assigned from arbitrary sequences, not just Python tuples.
Cython strives to be able to parse newer Python constructs for use with its pure python mode, which has been a focus. In short, this allows to compile a wider range of Python code into optimized C code.
Pure python mode gained many new features and was generally overhauled to make it as capable as the Cython syntax. Except for using external C/C++ libraries, it should now be possible to express all Cython code and use all features in regular Python syntax. The very few remaining exceptions or bugs are noted in the documentation.
Additionally, the documentation has been substantially updated (primarily by Matúš Valo and 0dminnimda) to show both the older Cython syntax and pure Python syntax.
- The
cython.declare()
andcython.cast()
functions could fail in pure mode. Patch by Dmitry Shesterkin. (Github issue :issue:`3244`) - Fused argument types were not correctly handled in type annotations and
cython.locals()
. Patch by David Woods. (Github issues :issue:`3391`, :issue:`3142`) nogil
functions now avoid acquiring the GIL on function exit if possible even if they containwith gil
blocks. (Github issue :issue:`3554`)- The
@returns()
decorator propagates exceptions by default for suitable C return types when no@exceptval()
is defined. (Github issues :issue:`3625`, :issue:`3664`) - Extension types inheriting from Python classes could not safely
be exposed in
.pxd
files. (Github issue :issue:`4106`) - Default arguments of methods were not exposed for introspection. Patch by Vladimir Matveev. (Github issue :issue:`4061`)
- Literal list assignments to pointer variables declared in PEP-526 notation failed to compile.
- The type
cython.Py_hash_t
is available in Python mode. - A
cimport
is now supported in pure Python code by prefixing the imported module name withcython.cimports.
, e.g.from cython.cimports.libc.math import sin
. (GIthub issue :issue:`4190`) - Directives starting with
optimization.*
in pure Python mode were incorrectly named. It should have beenoptimize.*
. Patch by David Woods. (Github issue :issue:`4258`) - Invalid and misspelled
cython.*
module names were not reported as errors. (Github issue :issue:`4947`) - The
annotation_typing
directive was missing in pure Python mode. Patch by 0dminnimda. (Github issue :issue:`5194`) - Memoryviews with
object
item type were not supported in Python type declarations. (Github issue :issue:`4907`) - Subscripted builtin types in type declarations (like
list[float]
) are now better supported. (Github issue :issue:`5058`) - Unknown type annotations (e.g. because of typos) now emit a warning at compile time. Patch by Matúš Valo. (Github issue :issue:`5070`)
typing.Optional
could fail on tuple types. (Github issue :issue:`5263`)from cython cimport … as …
could lead to imported names not being found in annotations. Patch by Chia-Hsiang Cheng. (Github issue :issue:`5235`)- Simple tuple types like
(int, int)
are no longer accepted in Python annotations and require the Python notation instead (e.g.tuple[cython.int, cython.int]
). (Github issue :issue:`5397`) - The Python implementation of
cimport cython.cimports…
could raise anImportError
instead of anAttributeError
when looking up package variable names. Patch by Matti Picus. (Github issue :issue:`5411`) - A new decorator
@cython.with_gil
is available in Python code to match thewith gil
function declaration in Cython syntax. with gil
andwith nogil(flag)
now accept their flag argument also in Python code. Patch by Matúš Valo. (Github issue :issue:`5113`)
Cython has gained several major new features that speed up both the development
and the code. Dataclasses have gained an extension type equivalent that implements
the dataclass features in C code. Similarly, the @functools.total_ordering
decorator to an extension type will implement the comparison functions in C.
Finally, NumPy ufuncs can be generated from simple computation functions with the
new @cython.ufunc
decorator.
with gil/nogil
statements can be conditional based on compile-time constants, e.g. fused type checks. Patch by Noam Hershtig. (Github issue :issue:`2579`)- The names of Cython's internal types (functions, generator, coroutine, etc.)
are now qualified with the module name of the internal Cython module that is
used for sharing them across Cython implemented modules, for example
_cython_3_0a5.coroutine
. This was done to avoid making them look like homeless builtins, to help with debugging, and in order to avoid a CPython warning according to https://bugs.python.org/issue20204 - A
@cython.total_ordering
decorator has been added to automatically implement all comparison operators, similar tofunctools.total_ordering
. Patch by Spencer Brown. (Github issue :issue:`2090`) - A new decorator
@cython.dataclasses.dataclass
was implemented that provides compile time dataclass generation capabilities tocdef
classes (extension types). Patch by David Woods. (Github issue :issue:`2903`).kw_only
dataclasses added by Yury Sokov. (Github issue :issue:`4794`) - A new function decorator
@cython.ufunc
automatically generates a (NumPy) ufunc that applies the calculation function to an entire memoryview. (Github issue :issue:`4758`) - Generated NumPy ufuncs could crash for large arrays due to incorrect GIL handling. (Github issue :issue:`5328`)
- Some invalid directive usages are now detected and rejected, e.g. using
@ccall
together with@cfunc
, and applying@cfunc
to a@ufunc
. Cython also warns now when a directive is applied needlessly. (Github issue :issue:`5399` et al.) - The normal
@dataclasses.dataclass
and@functools.total_ordering
decorators can now be used on extension types. Using the corresponding@cython.*
decorator will automatically turn a Python class into an extension type (no need for@cclass
). (Github issue :issue:`5292`)
The NumPy declarations (cimport numpy
) were moved over to the NumPy project in order
to allow version specific changes on their side.
One effect is that Cython does not use deprecated NumPy C-APIs any more. Thus, you can define the respective NumPy C macro to get rid of the compatibility warning at C compile time.
cython.inline()
now sets theNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION
C macro automatically whennumpy
is imported in the code, to avoid C compiler warnings about deprecated NumPy C-API usage.- Deprecated NumPy API usages were removed from
numpy.pxd
. Patch by Matti Picus. (Github issue :issue:`3365`) numpy.import_array()
is automatically called ifnumpy
has been cimported and it has not been called in the module code. This is intended as a hidden fail-safe so user code should continue to callnumpy.import_array
. Patch by David Woods. (Github issue :issue:`3524`)- The outdated getbuffer/releasebuffer implementations in the NumPy
declarations were removed so that buffers declared as
ndarray
now use the normal implementation in NumPy. - Several macros/functions declared in the NumPy API are now usable without holding the GIL.
- The
numpy
declarations were updated. Patch by Brock Mendel. (Github issue :issue:`3630`) ndarray.shape
failed to compile with Pythran and recent NumPy. Patch by Serge Guelton. (Github issue :issue:`3762`)- A C-level compatibility issue with recent NumPy versions was resolved. Patch by David Woods. (Github issue :issue:`4396`)
- The generated modules no longer import NumPy internally when using fused types but no memoryviews. Patch by David Woods. (Github issue :issue:`4935`)
np.long_t
andnp.ulong_t
were removed from the NumPy declarations, syncing Cython with upstream NumPy v1.25.0. The aliases were confusing since they could mean different things on different platforms.
Cython-implemented C functions now propagate exceptions by default, rather than
swallowing them in non-object returning function if the user forgot to add an
except
declaration to the signature. This was a long-standing source of bugs,
but can require adding the noexcept
declaration to existing functions if
exception propagation is really undesired.
(Github issue :issue:`4280`)
To ease the transition for this break in behaviour, it is possible to set
legacy_implicit_noexcept=True
.
- The
assert
statement is allowed innogil
sections. Here, the GIL is only acquired if theAssertionError
is really raised, which means that the evaluation of the asserted condition only allows C expressions. - The exception handling annotation
except +*
was broken. Patch by David Woods. (Github issues :issue:`3065`, :issue:`3066`) - Improve conversion between function pointers with non-identical but compatible exception specifications. Patches by David Woods. (Github issues :issue:`4770`, :issue:`4689`)
- Exceptions within for-loops that run over memoryviews could lead to a ref-counting error. Patch by David Woods. (Github issue :issue:`4662`)
- To opt out of the new, safer exception handling behaviour, legacy code can set the new
directive
legacy_implicit_noexcept=True
for a transition period to keep the previous, unsafe behaviour. This directive will eventually be removed in a later release. Patch by Matúš Valo. (Github issue :issue:`5094`) - Cython implemented C functions now propagate exceptions by default, rather than
swallowing them in non-object returning function if the user forgot to add an
except
declaration to the signature. This was a long-standing source of bugs, but can require adding thenoexcept
declaration to existing functions if exception propagation is really undesired. (Github issue :issue:`4280`) - The code
except +nogil
(declaring a C++ exception handler function callednogil
) is now rejected because it is almost certainly a typo fromexcept + nogil
. (Github issue :issue:`5430`) - Handling freshly raised exceptions that didn't have a traceback yet could crash. (Github issue :issue:`5495`)
Generating efficient code has long been a goal of Cython, and 3.0 continues that. Probably the most significant change is that Cython functions use the PEP-590 vectorcall protocol on Python 3.7 and higher.
- Name lookups in class bodies no longer go through an attribute lookup. Patch by Jeroen Demeyer. (Github issue :issue:`3100`)
- Extension types that do not need their own
tp_new
implementation (because they have no object attributes etc.) directly inherit the implementation of their parent type if possible. (Github issue :issue:`1555`) - Some list copying is avoided internally when a new list needs to be created but we already have a fresh one. (Github issue :issue:`3494`)
- Multiplication of Python numbers with small constant integers is faster. (Github issue :issue:`2808`)
- String concatenation can now happen in place if possible, by extending the existing string rather than always creating a new one. Patch by David Woods. (Github issue :issue:`3453`)
- The
str()
builtin now callsPyObject_Str()
instead of going through a Python call. Patch by William Ayd. (Github issue :issue:`3279`) - Reimports of already imported modules are substantially faster. (Github issue :issue:`2854`)
- The dispatch to fused functions is now linear in the number of arguments, which makes it much faster, often 2x or more, and several times faster for larger fused types with many specialisations. Patch by will-ca. (Github issue :issue:`1385`)
- The fastcall/vectorcall protocols are used for several internal Python calls. (Github issue :issue:`3540`)
nogil
functions now avoid acquiring the GIL on function exit if possible even if they containwith gil
blocks. (Github issue :issue:`3554`)- Type inference now works for memory views and slices. Patch by David Woods. (Github issue :issue:`2227`)
- For-in-loop iteration over
bytearray
and memory views is optimised. Patch by David Woods. (Github issue :issue:`2227`) - For-in-loop iteration over
bytearray
and memory views is optimised. Patch by David Woods. (Github issue :issue:`2227`) float(…)
is optimised for string arguments (str/bytes/bytearray).[...] * N
is optimised for C integer multipliersN
. (Github issue :issue:`3922`)- Some constant tuples containing strings were not deduplicated. Patch by David Woods. (Github issue :issue:`4353`)
- Memory views can use atomic CPU instructions instead of locks in more cases. Patch by Sam Gross. (Github issue :issue:`4912`)
- Cython avoids raising
StopIteration
in__next__
methods when possible. Patch by David Woods. (Github issue :issue:`3447`) - Larger numbers of extension types with multiple subclasses could take very long to compile. Patch by Scott Wolchok. (Github issue :issue:`5139`)
- Integer comparisons avoid Python coercions if possible. (Github issue :issue:`4821`)
- The call-time dispatch for fused memoryview types is less slow. (Github issue :issue:`5073`)
- Python's
memoryview
is now a known builtin type with optimised properties. (Github issue :issue:`3798`) - Multiplying a sequence by a C integer avoids creating and intermediate Python integer.
- The reference counting of memory views involved useless overhead. (Github issue :issue:`5510`)
The support for C features like const
or volatile
was substantially improved.
The generated code has been cleared up to reduce the number of C compiler warnings emitted.
- A C compiler cast warning was resolved. Patch by Michael Buesch. (Github issue :issue:`2775`)
- Constant integer expressions that used a negative exponent were evaluated as integer 0 instead of the expected float value. Patch by Kryštof Pilnáček. (Github issue :issue:`2133`)
- Several declarations in
cpython.*
,libc.*
andlibcpp.*
were added. Patches by Jeroen Demeyer, Matthew Edwards, Chris Gyurgyik, Jerome Kieffer and Zackery Spytz. (Github issues :issue:`3468`, :issue:`3332`, :issue:`3202`, :issue:`3188`, :issue:`3179`, :issue:`2891`, :issue:`2826`, :issue:`2713`) - The
volatile
C modifier is supported in Cython code. Patch by Jeroen Demeyer. (Github issue :issue:`1667`) const
can be used together with fused types. Patch by Thomas Vincent. (Github issue :issue:`1772`)- Temporary buffer indexing variables were not released and could show up in C compiler warnings, e.g. in generators. Patch by David Woods. (Github issues :issue:`3430`, :issue:`3522`)
- The C property feature has been rewritten and now requires C property methods
to be declared
inline
(:issue:`3571`). - Cython generates C compiler branch hints for unlikely user defined if-clauses
in more cases, when they end up raising exceptions unconditionally. This now
includes exceptions being raised in
nogil
/with gil
sections. - Several issues with arithmetic overflow handling were resolved, including undefined behaviour in C. Patch by Sam Sneddon. (Github issue :issue:`3588`)
- libc.math was extended to include all C99 function declarations. Patch by Dean Scarff. (Github issue :issue:`3570`)
- Some C compiler warninge were resolved. Patches by Max Bachmann. (Github issue :issue:`4053`, :issue:`4059`, :issue:`4054`, :issue:`4148`, :issue:`4162`)
- A C compiler warning about enum value casting was resolved in GCC. (Github issue :issue:`2749`)
- A C compiler warning about unused code was resolved. (Github issue :issue:`3763`)
- Some compiler problems and warnings were resolved. Patches by David Woods, 0dminnimda, Nicolas Pauss and others. (Github issues :issue:`4317`, :issue:`4324`, :issue:`4361`, :issue:`4357`)
- Some C compiler warnings were fixed. Patch by mwtian. (Github issue :issue:`4831`)
- A case of undefined C behaviour was resolved in the list slicing code. Patch by Richard Barnes. (Github issue :issue:`4734`)
- Typedefs for the
bint
type did not always behave likebint
. Patch by Nathan Manville and 0dminnimda. (Github issue :issue:`4660`) - Intel C compilers could complain about unsupported gcc pragmas. Patch by Ralf Gommers. (Github issue :issue:`5052`)
- Structs that contained an array field resulted in incorrect C code. Their initialisation
now uses
memcpy()
. Patch by Chia-Hsiang Cheng. (Github issue :issue:`5178`) - The module state struct was not initialised in correct C (before C23), leading to compile errors on Windows. Patch by yudonglin. (Github issue :issue:`5169`)
cdef public
functions declared in .pxd files could use an incorrectly mangled C name. Patch by EpigeneMax. (Github issue :issue:`2940`)const
types could not be returned from functions. Patch by Mike Graham. (Github issue :issue:`5135`)- C11
complex.h
is now properly detected. (Github issue :issue:`2513`) - Standard C/C++ atomic operations are now used for memory views, if available. (Github issue :issue:`4925`)
- C arrays can be initialised inside of nogil functions. Patch by Matúš Valo. (Github issue :issue:`1662`)
- Very long Python integer constants could exceed the maximum C name length of MSVC. Patch by 0dminnimda. (Github issue :issue:`5290`)
- Some C compiler warnings were resolved. Patches by Matt Tyson, Lisandro Dalcin, Philipp Wagner, Matti Picus et al. (Github issues :issue:`5417`, :issue:`5418`, :issue:`5421`, :issue:`5437`, :issue:`5438`, :issue:`5443`)
- Some typedef declarations for libc function types were fixed. (Github issue :issue:`5498`)
- With MSVC, Cython no longer enables C-Complex support by accident (which is not supported there). (Github issue :issue:`5512`)
Many C++ features like forwarding references or std::move
are now supported or even used
internally, if possible.
Cython's wrapping of the C++ standard library has been extended.
A new cpp_locals` directive enables C++ local variables to initialized when assigned to rather than at the start of the function, making them behave more like Python variables, and also removing the requirement for them to be default constructible.
- C++
typeid()
failed for fused types. Patch by David Woods. (Github issue :issue:`3203`) std::move()
is now used in C++ mode for internal temp variables to make them work without copying values. Patch by David Woods. (Github issues :issue:`3253`, :issue:`1612`)- The C++
typeid()
function was allowed in C mode. Patch by Celelibi. (Github issue :issue:`3637`) - C++ references failed to compile when used as Python object indexes. Patch by David Woods. (Github issue :issue:`3754`)
- The construct
for x in cpp_function_call()
failed to compile. Patch by David Woods. (Github issue :issue:`3663`) - Some C++ STL methods did not propagate exceptions. Patch by Max Bachmann. (Github issue :issue:`4079`)
- A compile failure for C++ enums in Py3.4 / MSVC was resolved. Patch by Ashwin Srinath. (Github issue :issue:`3782`)
- Cython compiled functions always provided a
__self__
attribute, regardless of being used as a method or not. Patch by David Woods. (Github issue :issue:`4036`) - Overloaded C++ static methods were lost. Patch by Ashwin Srinath. (Github :issue:`1851`)
- Nested C++ types were not usable through ctypedefs. Patch by Vadim Pushtaev. (Github issue :issue:`4039`)
- More declarations for C++ string methods were added.
- Converting C++ containers to Python lists uses less memory allocations. Patch by Max Bachmann. (Github issue :issue:`4081`)
std::move()
is now also called for temps duringyield
. Patch by Yu Feng. (Github issue :issue:`4154`)- The destructor is now called for fields in C++ structs. Patch by David Woods. (Github issue :issue:`3226`)
- Conversion from Python dicts to
std::map
was broken. Patch by David Woods and Mikkel Skofelt. (Github issues :issue:`4228`, :issue:`4231`) - Code optimisations were not applied to methods of Cython implemented C++ classes. Patch by David Woods. (Github issue :issue:`4212`)
- C++17 execution policies are supported in
libcpp.algorithm
. Patch by Ashwin Srinath. (Github issue :issue:`3790`) - A new directive
cpp_locals
was added that allows local C++ variables to be lazily initialised (without default constructor), thus making them behave more like Python variables. Patch by David Woods. (Github issue :issue:`4160`) - Generated utility code for C++ conversions no longer depends on several user definable directives that may make it behave incorrectly. Patch by David Woods. (Github issue :issue:`4206`)
- Several issues with the new
cpp_locals
directive were resolved and its test coverage improved. Patch by David Woods. (Github issues :issue:`4265`, :issue:`4266`) - Declarations for
libcpp.algorithms
,libcpp.set
andlibcpp.unordered_set
were extended. Patch by David Woods. (Github issues :issue:`4271`, :issue:`4273`) - Several C++ library declarations were added and fixed. Patches by Dobatymo, account-login, Jonathan Helgert, Evgeny Yakimov, GalaxySnail, Max Bachmann. (Github issues :issue:`4408`, :issue:`4419`, :issue:`4410`, :issue:`4395`, :issue:`4423`, :issue:`4448`, :issue:`4462`, :issue:`3293`, :issue:`4522`, :issue:`2171`, :issue:`4531`)
- Templating C++ classes with memory view types lead to buggy code and is now rejected. Patch by David Woods. (Github issue :issue:`3085`)
prange
loops generated incorrect code whencpp_locals
is enabled. Patch by David Woods. (Github issue :issue:`4354`)- Direct assignments to C++ references are now allowed. Patch by David Woods. (Github issue :issue:`1863`)
- Conversion from Python dict to C++ map now supports arbitrary Python mappings, not just dicts.
- Some C++ and CPython library declarations were extended and fixed. Patches by Max Bachmann, Till Hoffmann, Julien Jerphanion, Wenjun Si. (Github issues :issue:`4530`, :issue:`4528`, :issue:`4710`, :issue:`4746`, :issue:`4751`, :issue:`4818`, :issue:`4762`, :issue:`4910`)
- Some C/C++ warnings were resolved. Patches by Max Bachmann, Alexander Shadchin, at al. (Github issues :issue:`5004`, :issue:`5005`, :issue:`5019`, :issue:`5029`, :issue:`5096`)
- C++ references did not work on fused types. (Github issue :issue:`4717`)
- C++ iteration more safely stores the iterable in temporary variables. Patch by Xavier. (Github issue :issue:`3828`)
- C++ post-increment/-decrement operators were not correctly looked up on declared C++ classes, thus allowing Cython declarations to be missing for them and incorrect C++ code to be generated. Patch by Max Bachmann. (Github issue :issue:`4536`)
cdef public
functions used an incorrect linkage declaration in C++. Patch by Maximilien Colange. (Github issue :issue:`1839`)- Declarations were added for the C++ bit operations, some other parts of C++20 and CPython APIs. Patches by Jonathan Helgert, Dobatymo, William Ayd and Max Bachmann. (Github issues :issue:`4962`, :issue:`5101`, :issue:`5157`, :issue:`5163`, :issue:`5257`)
cpp_locals
no longer have to be "assignable". (Github issue :issue:`4558`)- Nested
cppclass
definitions are supported. Patch by samaingw. (Github issue :issue:`1218`) reversed()
can now be used together with C++ iteration. Patch by Chia-Hsiang Cheng. (Github issue :issue:`5002`)- Some C++ warnings regarding
const
usage in internally generated utility code were resolved. Patch by Max Bachmann. (Github issue :issue:`5301`) - Cython generated C++ code accidentally used C++11 features in some cases. (Github issue :issue:`5316`)
- Fully qualified C++ names prefixed by a cimported module name could fail to compile. Patch by Chia-Hsiang Cheng. (Github issue :issue:`5229`)
- C++ declarations for
<cmath>
,<numbers>
andstd::any
were added. Patches by Jonathan Helgert and Maximilien Colange. (Github issues :issue:`5262`, :issue:`5309`, :issue:`5314`) - The
extern "C"
andextern "C++"
markers that Cython generates forpublic
functions can now be controlled by setting the C macroCYTHON_EXTERN_C
. - C++ containers of item type
bint
could conflict with those of item typeint
. (Github issue :issue:`5516`) - Reverse iteration in C++ no longer removes the
const
qualifier from the item type. Patch by Isuru Fernando. (Github issue :issue:`5478`)
A number of new options were added to the cython
and cythonize
commands.
- The command line parser was rewritten and modernised using
argparse
. Patch by Egor Dranischnikow. (Github issue :issue:`2952`, :issue:`3001`) cygdb
gives better error messages when it fails to initialise the Python runtime support in gdb. Patch by Volker Weissmann. (Github issue :issue:`3489`)--no-docstrings
option added tocythonize
script. Original patch by mo-han. (Github issue :issue:`2889`)- Code annotation accepts a new debugging argument
--annotate-fullc
that will include the complete syntax highlighted C file in the HTML output. (Github issue :issue:`2855`) cygdb
has a new option--skip-interpreter
that allows using a different Python runtime than the one used to generate the debugging information. Patch by Alessandro Molina. (Github issue :issue:`4186`)cythonize()
and the corresponding CLI command now regenerate the output files also when they already exist but were generated by a different Cython version.- The
cython
andcythonize
commands ignored non-existing input files without error. Patch by Matúš Valo. (Github issue :issue:`4629`) cythonize --help
now also prints information about the supported environment variables. Patch by Matúš Valo. (Github issue :issue:`1711`)- Using the
--working
option could lead to sources not being found. Patch by Lisandro Dalcin. (Github issue :issue:`5365`) - Passing a language level and directives on the command line lost the language level setting. Patch by Matúš Valo. (Github issue :issue:`5484`)
cython --version
now prints the version to both stdout and stderr (unless that is a TTY). (Github issue :issue:`5504`)
Cython has made a number of improvements both to how it compiles itself
and how it integrates with external build tools. Most notably Cython
has been moving to use setuptools
instead of the deprecated/removed
distutils
where possible.
The new --depfile
option generates dependency files to help integrate
Cython with other build tools.
- Binary Linux wheels now follow the manylinux2010 standard. Patch by Alexey Stepanov. (Github issue :issue:`3355`)
- The search order for include files was changed. Previously it was
include_directories
,Cython/Includes
,sys.path
. Now it isinclude_directories
,sys.path
,Cython/Includes
. This was done to allow third-party*.pxd
files to override the ones in Cython. Patch by Matti Picus. (Github issue :issue:`2905`) - Source file fingerprinting now uses SHA-1 instead of MD5 since the latter tends to be slower and less widely supported these days. (Github issue :issue:`2790`)
- The Cython AST code serialiser class
CodeWriter
inCython.CodeWriter
supports more syntax nodes. - Parallel builds of Cython itself (
setup.py build_ext -j N
) failed on Windows. - When importing the old Cython
build_ext
integration with distutils, the additional command line arguments leaked into the regular command. Patch by Kamekameha. (Github issue :issue:`2209`) .pxd
files can now be :ref:`versioned <versioning>` by adding an extension like ".cython-30.pxd
" to prevent older Cython versions (than 3.0 in this case) from picking them up. (Github issue :issue:`3577`)- The Cython
CodeWriter
can now handle more syntax constructs. Patch by Tao He. (Github issue :issue:`3514`) - The Cython
CodeWriter
mishandled no-argumentreturn
statements. Patch by Tao He. (Github issue :issue:`3795`) - Cython now detects when existing output files were not previously generated by itself and refuses to overwrite them. It is a common mistake to name the module file of a wrapper after the library (source file) that it wraps, which can lead to surprising errors when the file gets overwritten.
- The
Cython.Build.BuildExecutable
tool no longer executes the program automatically. Usecythonrun
for that. - Python modules were not automatically recompiled when only their
.pxd
file changed. Patch by Golden Rockefeller. (Github issue :issue:`1428`) - An unnecessary slow-down at import time was removed from
Cython.Distutils
. Original patch by Anthony Sottile. (Github issue :issue:`4224`) - A compiler crash when running Cython thread-parallel from distutils was resolved. (Github issue :issue:`4503`)
- An incompatibility with recent coverage.py versions was resolved. Patch by David Woods. (Github issue :issue:`4440`)
pyximport
now usescythonize()
internally. Patch by Matúš Valo. (Github issue :issue:`2304`)Cython.Distutils.build_ext
now usescythonize()
internally (previously known asnew_build_ext
), while still supporting the options that were available in the old implementation (old_build_ext
). Patch by Matúš Valo. (Github issue :issue:`3541`)- Improve compatibility between classes pickled in Cython 3.0 and 0.29.x by accepting MD5, SHA-1 and SHA-256 checksums. (Github issue :issue:`4680`)
pyximport
failed for long filenames on Windows. Patch by Matti Picus. (Github issue :issue:`4630`)- A new Cython build option
--cython-compile-minimal
was added to compile only a smaller set of Cython's own modules, which can be used to reduce the package and install size. - The environment variable
CYTHON_FORCE_REGEN=1
can be used to forcecythonize
to regenerate the output files regardless of modification times and changes. - The
cythonize
andcython
commands have a new option-M
/--depfile
to generate.dep
dependency files for the compilation unit. This can be used by external build tools to track these dependencies. Thecythonize
option was already available in Cython :ref:`0.29.27`. Patches by Evgeni Burovski and Eli Schwartz. (Github issue :issue:`1214`) - Wheels now include a compiled parser again, which increases their size a little but gives about a 10% speed-up when running Cython.
- The wheel building process was migrated to use the
cibuildwheel
tool. Patch by Thomas Li. (Github issue :issue:`4736`) setup.cfg
was missing from the source distribution. (Github issue :issue:`5199`)- Extended glob paths with
/**/
and\**\
for finding source files failed on Windows. - Coverage analysis failed in projects with a separate source subdirectory. Patch by Sviatoslav Sydorenko and Ruben Vorderman. (Github issue :issue:`3636`)
- Cython could crash when finding import files with dots in their names. Patch by Matúš Valo. (Github issue :issue:`5396`)
- A module loading problem with
cython.inline()
on Windows was resolved.
Some older features of Cython have been deprecated. Most notable are the
compile time DEF
and IF
statements, although we emphasise that
they will remain until a good alternative exists for all their use-cases.
- Dotted filenames for qualified module names (
pkg.mod.pyx
) are deprecated. Use the normal Python package directory layout instead. (Github issue :issue:`2686`) - "Declaration after use" is now an error for variables. Patch by David Woods. (Github issue :issue:`3976`)
- Variables can no longer be declared with
cpdef
. Patch by David Woods. (Github issue :issue:`887`) - The compile-time
DEF
andIF
statements are deprecated and generate a warning. They should be replaced with normal constants, code generation or C macros. (Github issue :issue:`4310`) - C-style array declarations (
cdef int a[4]
) are now (silently) deprecated in favour of the Java-stylecdef int[4] a
form. The latter was always available and the Python type declaration syntax already used it exclusively (a: int[4]
). Patch by Matúš Valo. (Github issue :issue:`5248`) - The undocumented, untested and apparently useless syntax
from somemodule cimport class/struct/union somename
was removed. The type modifier is not needed here and a plaincimport
of the name will do. (Github issue :issue:`4904`)
- C compiler warnings and errors are now shown in Jupyter notebooks. Patch by Egor Dranischnikow. (Github issue :issue:`3751`)
- An endless loop in
cython-mode.el
was resolved. Patch by Johannes Mueller. (Github issue :issue:`3218`) - The Emacs Cython mode file
cython-mode.el
is now maintained in a separate repo: https://github.com/cython/emacs-cython-mode - The C code shown in the annotated HTML output could lack the last C code line(s).
- Memoryviews failed to compile when the
cache_builtins
feature was disabled. Patch by David Woods. (Github issue :issue:`3406`) - Broadcast assignments to a multi-dimensional memory view slice could end up in the wrong places when the underlying memory view is known to be contiguous but the slice is not. (Github issue :issue:`2941`)
- The Pythran
shape
attribute is supported. Patch by Serge Guelton. (Github issue :issue:`3307`) --no-capture
added toruntests.py
to prevent stdout/stderr capturing during srctree tests. Patch by Matti Picus. (Github issue :issue:`2701`)- Decoding an empty bytes/char* slice with large bounds could crash. Patch by Sam Sneddon. (Github issue :issue:`3534`)
- Creating an empty unicode slice with large bounds could crash. Patch by Sam Sneddon. (Github issue :issue:`3531`)
- Complex buffer item types of structs of arrays could fail to validate. Patch by Leo and smutch. (Github issue :issue:`1407`)
- Error handling in
cython.array
creation was improved to avoid calling C-API functions with an error held. - Error handling early in the module init code could lead to a crash.
- Exception position reporting could run into race conditions on threaded code. It now uses function-local variables again.
- A reference leak on import failures was resolved. Patch by Max Bachmann. (Github issue :issue:`4056`)
- Casting to ctuples is now allowed. Patch by David Woods. (Github issue :issue:`3808`)
- Some issues were resolved that could lead to duplicated C names. Patch by David Woods. (Github issue :issue:`3716`, :issue:`3741`, :issue:`3734`)
- Inline functions and other code in
.pxd
files could accidentally inherit the compiler directives of the.pyx
file that imported them. Patch by David Woods. (Github issue :issue:`1071`) - Parts of the documentation were (and are being) rewritten to show the Cython language syntax next to the equivalent Python syntax. Patches by 0dminnimda and Matúš Valo. (Github issue :issue:`4187`)
- A name collision when including multiple generated API header files was resolved. Patch by David Woods. (Github issue :issue:`4308`)
- Very early errors during module initialisation could lead to crashes. Patch by David Woods. (Github issue :issue:`4377`)
- Type errors when passing memory view arguments could leak buffer references. Patch by David Woods. (Github issue :issue:`4296`)
- The GIL can now safely be released inside of
nogil
functions (which may actually be called with the GIL held at runtime). Patch by David Woods. (Github issue :issue:`4137`) - The return type of a fused function is no longer ignored for function pointers, since it is relevant when passing them e.g. as argument into other fused functions. Patch by David Woods. (Github issue :issue:`4644`)
- Using memoryview arguments in closures of inner functions could lead to ref-counting errors. Patch by David Woods. (Github issue :issue:`4798`)
- Decorators like
@cfunc
and@ccall
could leak into nested functions and classes. Patch by David Woods. (Github issue :issue:`4092`) - Cython now uses a
.dev0
version suffix for unreleased source installations. - The
Tempita
module no longer contains HTML processing capabilities, which were found to be broken in Python 3.8 and later. Patch by Marcel Stimberg. (Github issue :issue:`3309`) - Nesting fused types in other fused types could fail to specialise the inner type. (Github issue :issue:`4725`)
- Iterating over memoryviews in generator expressions could leak a buffer reference. (Github issue :issue:`4968`)
- The C
float
type was not inferred on assignments. (Github issue :issue:`5234`) - Type checks for Python's
memoryview
type generated incorrect C code. (Github issues :issue:`5268`, :issue:`5270`) - Auto-generated utility code didn't always have all required user defined types available. (Github issue :issue:`5269`)
cimport_from_pyx
could miss some declarations. Patch by Chia-Hsiang Cheng. (Github issue :issue:`5318`)- For-loops now release the internal reference to their list/tuple iterable before
instead of after the
else:
clause. This probably has no practical impact. (Github issue :issue:`5347`) - Extension type hierarchies were generated in the wrong order, thus leading to compile issues. Patch by Lisandro Dalcin. (Github issue :issue:`5395`)
- The FAQ page was moved from the GitHub Wiki to the regular documentation to make it more visible.
- A crash in Python 2.7 was fixed when cleaning up extension type instances at program end.
- Parser crash on hex/oct enum values. (Github issue :issue:`5524`)
cython --version
now prints the version to both stdout and stderr (unless that is a TTY). (Github issue :issue:`5504`)
with gil
andwith nogil(flag)
now accept their flag argument also in Python code. Patch by Matúš Valo. (Github issue :issue:`5113`)- A new decorator
@cython.with_gil
is available in Python code to match thewith gil
function declaration in Cython syntax. - Assigning a list to a ctuple is slightly faster.
- The reference counting of memory views involved useless overhead. (Github issue :issue:`5510`)
- Duplicate values in a
cpdef
enum could lead to invalid switch statements. (Github issue :issue:`5400`) - Handling freshly raised exceptions that didn't have a traceback yet could crash. (Github issue :issue:`5495`)
- Reverse iteration in C++ no longer removes the
const
qualifier from the item type. Patch by Isuru Fernando. (Github issue :issue:`5478`) - C++ containers of item type
bint
could conflict with those of item typeint
. (Github issue :issue:`5516`) - With MSVC, Cython no longer enables C-Complex support by accident (which is not supported there). (Github issue :issue:`5512`)
- The Python implementation of
cimport cython.cimports…
could raise anImportError
instead of anAttributeError
when looking up package variable names. Patch by Matti Picus. (Github issue :issue:`5411`) - Passing a language level and directives on the command line lost the language level setting. Patch by Matúš Valo. (Github issue :issue:`5484`)
- Some typedef declarations for libc function types were fixed. (Github issue :issue:`5498`)
- Some C compiler warnings and errors in CPython 3.12 were resolved.
- The deprecated
_PyGC_FINALIZED()
C-API macro is no longer used. Patch by Thomas Caswell and Matúš Valo. (Github issue :issue:`5481`) - A compile error when using
__debug__
was resolved. - A module loading problem with
cython.inline()
on Windows was resolved. cython --version
now prints the version to stdout instead of stderr. (Github issue :issue:`5504`)- Includes all bug-fixes and features from the 0.29 maintenance branch up to the :ref:`0.29.36` release.
- The FAQ page was moved from the GitHub Wiki to the regular documentation to make it more visible.
np.long_t
andnp.ulong_t
were removed from the NumPy declarations, syncing Cython with upstream NumPy v1.25.0. The aliases were confusing since they could mean different things on different platforms.
- Custom buffer slot methods are now supported in the Limited C-API of Python 3.9+. Patch by Lisandro Dalcin. (Github issue :issue:`5422`)
- The
extern "C"
andextern "C++"
markers that Cython generates forpublic
functions can now be controlled by setting the C macroCYTHON_EXTERN_C
. - The Python
int
handling code was adapted to make use of the newPyLong
internals in CPython 3.12. (Github issue :issue:`5353`) - Conversion of Python ints to C
int128
is now always supported, although slow if dedicated C-API support is missing (_PyLong_AsByteArray()
), specifically in the Limited C-API. (Github issue :issue:`5419`) - The exception handling code was adapted to CPython 3.12. (Github issue :issue:`5442`)
- The dataclass implementation was adapted to support Python 3.12. (Github issue :issue:`5346`)
- The normal
@dataclasses.dataclass
and@functools.total_ordering
decorators can now be used on extension types. Using the corresponding@cython.*
decorator will automatically turn a Python class into an extension type (no need for@cclass
). (Github issue :issue:`5292`) - Multiplying a sequence by a C integer avoids creating and intermediate Python integer.
- ctuples can now be assigned from arbitrary sequences, not just Python tuples.
- A new directive
embedsignature.format
was added to select the format of the docstring embedded signatures betweenpython
,c
and argumentclinic
. Patch by Lisandro Dalcin. (Github issue :issue:`5415`) - Some invalid directive usages are now detected and rejected, e.g. using
@ccall
together with@cfunc
, and applying@cfunc
to a@ufunc
. Cython also warns now when a directive is applied needlessly. (Github issue :issue:`5399` et al.) - Unicode identifier names now allow all letters defined in CPython 3.12.
- Some C compile failures in CPython 3.12.0a6/a7 were resolved.
- Cascaded comparisons between integer constants and Python types could fail to compile. (Github issue :issue:`5354`)
- The internal macro
__PYX_IS_UNSIGNED
was accidentally duplicated in beta 2 which lead to C compile errors. Patch by 0dminnimda. (Github issue :issue:`5356`) - Memoryviews with typedef item types could fail to match the non-typedef item types. Patch by Yue Yang. (Github issue :issue:`5373`)
- Fused memory views could raise a
TypeError
instead of aValueError
on creation. Patch by Matúš Valo. (Github issue :issue:`5401`) - Cython could crash when finding import files with dots in their names. Patch by Matúš Valo. (Github issue :issue:`5396`)
- Selecting a context manager in parentheses and then calling it directly failed to parse. (Github issue :issue:`5403`)
__qualname__
and__module__
were not available inside of class bodies. (Github issue :issue:`4447`)noexcept
was not automatically applied to function pointer attributes in extern structs. Patch by Matúš Valo. (Github issue :issue:`5359`)- Function signatures containing a type like tuple[()] could not be printed. Patch by Lisandro Dalcin. (Github issue :issue:`5355`)
- Extension type hierarchies were generated in the wrong order, thus leading to compile issues. Patch by Lisandro Dalcin. (Github issue :issue:`5395`)
- Using the
--working
option could lead to sources not being found. Patch by Lisandro Dalcin. (Github issue :issue:`5365`) - Some C compiler warnings were resolved. Patches by Matt Tyson, Lisandro Dalcin, Philipp Wagner, Matti Picus et al. (Github issues :issue:`5417`, :issue:`5418`, :issue:`5421`, :issue:`5437`, :issue:`5438`, :issue:`5443`)
- Includes all bug-fixes and features from the 0.29 maintenance branch up to the :ref:`0.29.35` release.
- For-loops now release the internal reference to their list/tuple iterable before
instead of after the
else:
clause. This probably has no practical impact. (Github issue :issue:`5347`) - Simple tuple types like
(int, int)
are no longer accepted in Python annotations and require the Python notation instead (e.g.tuple[cython.int, cython.int]
). (Github issue :issue:`5397`) - The code
except +nogil
(declaring a C++ exception handler function callednogil
) is now rejected because it is almost certainly a typo fromexcept + nogil
. (Github issue :issue:`5430`)
- C++ declarations for
<cmath>
,<numbers>
andstd::any
were added. Patches by Jonathan Helgert and Maximilien Colange. (Github issues :issue:`5262`, :issue:`5309`, :issue:`5314`)
- Unintended internal exception handling lead to a visible performance regression
for
nogil
memoryview code in 3.0.0b1. (Github issue :issue:`5324`) None
default arguments for arguments with fused memoryview types could select a different implementation in 3.0 than in 0.29.x. The selection behaviour is generally considered suboptimal but was at least reverted to the old behaviour for now. (Github issue :issue:`5297`)- The new complex vs. floating point behaviour of the
**
power operator accidentally added a dependency on the GIL, which was really only required on failures. (Github issue :issue:`5287`) from cython cimport … as …
could lead to imported names not being found in annotations. Patch by Chia-Hsiang Cheng. (Github issue :issue:`5235`)- Generated NumPy ufuncs could crash for large arrays due to incorrect GIL handling. (Github issue :issue:`5328`)
- Very long Python integer constants could exceed the maximum C name length of MSVC. Patch by 0dminnimda. (Github issue :issue:`5290`)
cimport_from_pyx
could miss some declarations. Patch by Chia-Hsiang Cheng. (Github issue :issue:`5318`)- Fully qualified C++ names prefixed by a cimported module name could fail to compile. Patch by Chia-Hsiang Cheng. (Github issue :issue:`5229`)
- Cython generated C++ code accidentally used C++11 features in some cases. (Github issue :issue:`5316`)
- Some C++ warnings regarding
const
usage in internally generated utility code were resolved. Patch by Max Bachmann. (Github issue :issue:`5301`) - With
language_level=2
, imports of modules in packages could return the wrong module in Python 3. (Github issue :issue:`5308`) typing.Optional
could fail on tuple types. (Github issue :issue:`5263`)- Auto-generated utility code didn't always have all required user defined types available. (Github issue :issue:`5269`)
- Type checks for Python's
memoryview
type generated incorrect C code. (Github issues :issue:`5268`, :issue:`5270`) - Some issues with
depfile
generation were resolved. Patches by Eli Schwartz. (Github issues :issue:`5279`, :issue:`5291`) - Some C code issue were resolved for the Limited API target. (Github issues :issue:`5264`, :issue:`5265`, :issue:`5266`)
- The C code shown in the annotated HTML output could lack the last C code line(s).
- Cython implemented C functions now propagate exceptions by default, rather than
swallowing them in non-object returning function if the user forgot to add an
except
declaration to the signature. This was a long-standing source of bugs, but can require adding thenoexcept
declaration to existing functions if exception propagation is really undesired. (Github issue :issue:`4280`) - To opt out of the new, safer exception handling behaviour, legacy code can set the new
directive
legacy_implicit_noexcept=True
for a transition period to keep the previous, unsafe behaviour. This directive will eventually be removed in a later release. Patch by Matúš Valo. (Github issue :issue:`5094`) - A new function decorator
@cython.ufunc
automatically generates a (NumPy) ufunc that applies the calculation function to an entire memoryview. (Github issue :issue:`4758`) - The
**
power operator now behaves more like in Python by returning the correct complex result if required by math. A newcpow
directive was added to turn on the previous C-like behaviour. (Github issue :issue:`4936`) - The special
__*pow__
methods now support the 2- and 3-argument variants. (Github issue :issue:`5160`) - Unknown type annotations (e.g. because of typos) now emit a warning at compile time. Patch by Matúš Valo. (Github issue :issue:`5070`)
- Subscripted builtin types in type declarations (like
list[float]
) are now better supported. (Github issue :issue:`5058`) - Python's
memoryview
is now a known builtin type with optimised properties. (Github issue :issue:`3798`) - The call-time dispatch for fused memoryview types is less slow. (Github issue :issue:`5073`)
- Integer comparisons avoid Python coercions if possible. (Github issue :issue:`4821`)
- The Python Enum of a
cpdef enum
now inherits fromIntFlag
to better match both Python and C semantics of enums. (Github issue :issue:`2732`) - PEP-614: decorators can now be arbitrary Python expressions. (Github issue :issue:`4570`)
cpdef
enums can now be pickled. (Github issue :issue:`5120`)- Bound C methods can now coerce to Python objects. (Github issues :issue:`4890`, :issue:`5062`)
- C arrays can be initialised inside of nogil functions. Patch by Matúš Valo. (Github issue :issue:`1662`)
reversed()
can now be used together with C++ iteration. Patch by Chia-Hsiang Cheng. (Github issue :issue:`5002`)- Standard C/C++ atomic operations are now used for memory views, if available. (Github issue :issue:`4925`)
- C11
complex.h
is now properly detected. (Github issue :issue:`2513`) - Nested
cppclass
definitions are supported. Patch by samaingw. (Github issue :issue:`1218`) cpp_locals
no longer have to be "assignable". (Github issue :issue:`4558`)cythonize --help
now also prints information about the supported environment variables. Patch by Matúš Valo. (Github issue :issue:`1711`)- Declarations were added for the C++ bit operations, some other parts of C++20 and CPython APIs. Patches by Jonathan Helgert, Dobatymo, William Ayd and Max Bachmann. (Github issues :issue:`4962`, :issue:`5101`, :issue:`5157`, :issue:`5163`, :issue:`5257`)
- Generator expressions and comprehensions now look up their outer-most iterable on creation, as Python does, and not later on start, as they did previously. (Github issue :issue:`1159`)
- Type annotations for Python
int
rejectedlong
under Py2 in the alpha-11 release. They are now ignored again (as always before) whenlanguage_level=2
, and accept bothint
andlong
in Py2 (and onlyint
in Py3) otherwise. (Github issue :issue:`4944`) - Calling bound classmethods of builtin types could fail trying to call the unbound method. (Github issue :issue:`5051`)
int(Py_UCS4)
returned the code point instead of the parsed digit value. (Github issue :issue:`5216`)- Several problems with CPython 3.12 were resolved. (Github issue :issue:`5238`)
- The C
float
type was not inferred on assignments. (Github issue :issue:`5234`) - Memoryviews with
object
item type were not supported in Python type declarations. (Github issue :issue:`4907`) - Iterating over memoryviews in generator expressions could leak a buffer reference. (Github issue :issue:`4968`)
- Memory views and the internal Cython array type now identify as
collections.abc.Sequence
by setting thePy_TPFLAGS_SEQUENCE
type flag directly. (Github issue :issue:`5187`) __del__
finaliser methods were not always called if they were only inherited. (Github issue :issue:`4995`)- Extension types are now explicitly marked as immutable types to prevent them from being considered mutable. Patch by Max Bachmann. (Github issue :issue:`5023`)
const
types could not be returned from functions. Patch by Mike Graham. (Github issue :issue:`5135`)cdef public
functions declared in .pxd files could use an incorrectly mangled C name. Patch by EpigeneMax. (Github issue :issue:`2940`)cdef public
functions used an incorrect linkage declaration in C++. Patch by Maximilien Colange. (Github issue :issue:`1839`)- C++ post-increment/-decrement operators were not correctly looked up on declared C++ classes, thus allowing Cython declarations to be missing for them and incorrect C++ code to be generated. Patch by Max Bachmann. (Github issue :issue:`4536`)
- C++ iteration more safely stores the iterable in temporary variables. Patch by Xavier. (Github issue :issue:`3828`)
- C++ references did not work on fused types. (Github issue :issue:`4717`)
- The module state struct was not initialised in correct C (before C23), leading to compile errors on Windows. Patch by yudonglin. (Github issue :issue:`5169`)
- Structs that contained an array field resulted in incorrect C code. Their initialisation
now uses
memcpy()
. Patch by Chia-Hsiang Cheng. (Github issue :issue:`5178`) - Nesting fused types in other fused types could fail to specialise the inner type. (Github issue :issue:`4725`)
- The special methods
__matmul__
,__truediv__
,__floordiv__
failed to type theirself
argument. (Github issue :issue:`5067`) - Coverage analysis failed in projects with a separate source subdirectory. Patch by Sviatoslav Sydorenko and Ruben Vorderman. (Github issue :issue:`3636`)
- The
annotation_typing
directive was missing in pure Python mode. Patch by 0dminnimda. (Github issue :issue:`5194`) - The
@dataclass
directive was accidentally inherited by methods and subclasses. (Github issue :issue:`4953`) - Some issues with Cython
@dataclass
arguments, hashing, inheritance andrepr()
were resolved. (Github issues :issue:`4956`, :issue:`5046`) cpdef
enums no longer useOrderedDict
butdict
in Python 3.6 and later. Patch by GalaxySnail. (Github issue :issue:`5180`)- Larger numbers of extension types with multiple subclasses could take very long to compile. Patch by Scott Wolchok. (Github issue :issue:`5139`)
- Relative imports failed in compiled
__init__.py
package modules. Patch by Matúš Valo. (Github issue :issue:`3442`) - Some old usages of the deprecated Python
imp
module were replaced withimportlib
. Patch by Matúš Valo. (Github issue :issue:`4640`) - The
cython
andcythonize
commands ignored non-existing input files without error. Patch by Matúš Valo. (Github issue :issue:`4629`) - Invalid and misspelled
cython.*
module names were not reported as errors. (Github issue :issue:`4947`) - Unused
**kwargs
arguments did not show up inlocals()
. (Github issue :issue:`4899`) - Extended glob paths with
/**/
and\**\
for finding source files failed on Windows. - Annotated HTML generation was missing newlines in 3.0.0a11. (Github issue :issue:`4945`)
- Some parser issues were resolved. (Github issue :issue:`4992`)
setup.cfg
was missing from the source distribution. (Github issue :issue:`5199`)- Some C/C++ warnings were resolved. Patches by Max Bachmann, Alexander Shadchin, at al. (Github issues :issue:`5004`, :issue:`5005`, :issue:`5019`, :issue:`5029`, :issue:`5096`)
- The embedding code no longer calls deprecated C-API functions but uses the new
PyConfig
API instead on CPython versions that support it (3.8+). Patch by Alexander Shadchin. (Github issue :issue:`4895`) - Intel C compilers could complain about unsupported gcc pragmas. Patch by Ralf Gommers. (Github issue :issue:`5052`)
- Includes all bug-fixes and features from the 0.29 maintenance branch up to the :ref:`0.29.33` release.
- The undocumented, untested and apparently useless syntax
from somemodule cimport class/struct/union somename
was removed. The type modifier is not needed here and a plaincimport
of the name will do. (Github issue :issue:`4904`) - C-style array declarations (
cdef int a[4]
) are now (silently) deprecated in favour of the Java-stylecdef int[4] a
form. The latter was always available and the Python type declaration syntax already used it exclusively (a: int[4]
). Patch by Matúš Valo. (Github issue :issue:`5248`) - The wheel building process was migrated to use the
cibuildwheel
tool. Patch by Thomas Li. (Github issue :issue:`4736`) - Wheels now include a compiled parser again, which increases their size a little but gives about a 10% speed-up when running Cython.
- The
Tempita
module no longer contains HTML processing capabilities, which were found to be broken in Python 3.8 and later. Patch by Marcel Stimberg. (Github issue :issue:`3309`) - The Emacs Cython mode file
cython-mode.el
is now maintained in a separate repo: https://github.com/cython/emacs-cython-mode - Cython now uses a
.dev0
version suffix for unreleased source installations.
- A new decorator
@cython.dataclasses.dataclass
was implemented that provides compile time dataclass generation capabilities tocdef
classes (extension types). Patch by David Woods. (Github issue :issue:`2903`).kw_only
dataclasses added by Yury Sokov. (Github issue :issue:`4794`) - Named expressions (PEP 572) aka. assignment expressions (aka. the walrus operator
:=
) were implemented. Patch by David Woods. (Github issue :issue:`2636`) - Context managers can be written in parentheses. Patch by David Woods. (Github issue :issue:`4814`)
- Cython avoids raising
StopIteration
in__next__
methods when possible. Patch by David Woods. (Github issue :issue:`3447`) - Some C++ and CPython library declarations were extended and fixed. Patches by Max Bachmann, Till Hoffmann, Julien Jerphanion, Wenjun Si. (Github issues :issue:`4530`, :issue:`4528`, :issue:`4710`, :issue:`4746`, :issue:`4751`, :issue:`4818`, :issue:`4762`, :issue:`4910`)
- The
cythonize
andcython
commands have a new option-M
/--depfile
to generate.dep
dependency files for the compilation unit. This can be used by external build tools to track these dependencies. Thecythonize
option was already available in Cython :ref:`0.29.27`. Patches by Evgeni Burovski and Eli Schwartz. (Github issue :issue:`1214`) cythonize()
and the corresponding CLI command now regenerate the output files also when they already exist but were generated by a different Cython version.- Memory views and the internal Cython array type now identify as
collections.abc.Sequence
. Patch by David Woods. (Github issue :issue:`4817`) - Cython generators and coroutines now identify as
CO_ASYNC_GENERATOR
,CO_COROUTINE
andCO_GENERATOR
accordingly. (Github issue :issue:`4902`) - Memory views can use atomic CPU instructions instead of locks in more cases. Patch by Sam Gross. (Github issue :issue:`4912`)
- The environment variable
CYTHON_FORCE_REGEN=1
can be used to forcecythonize
to regenerate the output files regardless of modification times and changes. - A new Cython build option
--cython-compile-minimal
was added to compile only a smaller set of Cython's own modules, which can be used to reduce the package and install size. - Improvements to
PyTypeObject
definitions in pxd wrapping of libpython. Patch by John Kirkham. (Github issue :issue:`4699`)
- Decorators like
@cfunc
and@ccall
could leak into nested functions and classes. Patch by David Woods. (Github issue :issue:`4092`) - Exceptions within for-loops that run over memoryviews could lead to a ref-counting error. Patch by David Woods. (Github issue :issue:`4662`)
- Using memoryview arguments in closures of inner functions could lead to ref-counting errors. Patch by David Woods. (Github issue :issue:`4798`)
- Several optimised string methods failed to accept
None
as arguments to their options. Test patch by Kirill Smelkov. (Github issue :issue:`4737`) - A regression in 3.0.0a10 was resolved that prevented property setter methods from having the same name as their value argument. Patch by David Woods. (Github issue :issue:`4836`)
- Typedefs for the
bint
type did not always behave likebint
. Patch by Nathan Manville and 0dminnimda. (Github issue :issue:`4660`) - The return type of a fused function is no longer ignored for function pointers, since it is relevant when passing them e.g. as argument into other fused functions. Patch by David Woods. (Github issue :issue:`4644`)
- The
__self__
attribute of fused functions reports its availability correctly withhasattr()
. Patch by David Woods. (Github issue :issue:`4808`) pyximport
no longer uses the deprecatedimp
module. Patch by Matúš Valo. (Github issue :issue:`4560`)pyximport
failed for long filenames on Windows. Patch by Matti Picus. (Github issue :issue:`4630`)- The generated C code failed to compile in CPython 3.11a4 and later. (Github issue :issue:`4500`)
- A case of undefined C behaviour was resolved in the list slicing code. Patch by Richard Barnes. (Github issue :issue:`4734`)
- Using the Limited API could report incorrect line numbers in tracebacks.
- A work-around for StacklessPython < 3.8 was disabled in Py3.8 and later. (Github issue :issue:`4329`)
- Improve conversion between function pointers with non-identical but compatible exception specifications. Patches by David Woods. (Github issues :issue:`4770`, :issue:`4689`)
- The runtime size check for imported
PyVarObject
types was improved to reduce false positives and adapt to Python 3.11. Patch by David Woods. (Github issues :issue:`4827`, :issue:`4894`) - The generated modules no longer import NumPy internally when using fused types but no memoryviews. Patch by David Woods. (Github issue :issue:`4935`)
- Improve compatibility with forthcoming CPython 3.12 release.
- Limited API C preprocessor warning is compatible with MSVC. Patch by Victor Molina Garcia. (Github issue :issue:`4826`)
- Some C compiler warnings were fixed. Patch by mwtian. (Github issue :issue:`4831`)
- The parser allowed some invalid spellings of
...
. Patch by 0dminnimda. (Github issue :issue:`4868`) - Includes all bug-fixes and features from the 0.29 maintenance branch up to the :ref:`0.29.32` release.
- When using type annotations,
func(x: list)
orfunc(x: ExtType)
(and other Python builtin or extension types) no longer allowNone
as input argument tox
. This is consistent with the normal typing semantics in Python, and was a common gotcha for users who did not expectNone
to be allowed as input. To allowNone
, usetyping.Optional
as infunc(x: Optional[list])
.None
is also automatically allowed when it is used as default argument, i.e.func(x: list = None)
.int
andfloat
are now also recognised in type annotations and restrict the value type at runtime. They were previously ignored. Note that, for backwards compatibility reasons, the new behaviour does not apply when using Cython's C notation, as infunc(list x)
. Here,None
is still allowed, as always. Also, theannotation_typing
directive can now be enabled and disabled more finely within the module. (Github issues :issue:`3883`, :issue:`2696`, :issue:`4669`, :issue:`4606`, :issue:`4886`) - The compile-time
DEF
andIF
statements are deprecated and generate a warning. They should be replaced with normal constants, code generation or C macros. (Github issue :issue:`4310`) - Reusing an extension type attribute name as a method name is now an error. Patch by 0dminnimda. (Github issue :issue:`4661`)
- Improve compatibility between classes pickled in Cython 3.0 and 0.29.x by accepting MD5, SHA-1 and SHA-256 checksums. (Github issue :issue:`4680`)
Cython.Distutils.build_ext
now usescythonize()
internally (previously known asnew_build_ext
), while still supporting the options that were available in the old implementation (old_build_ext
). Patch by Matúš Valo. (Github issue :issue:`3541`)pyximport
now usescythonize()
internally. Patch by Matúš Valo. (Github issue :issue:`2304`)__del__(self)
on extension types now maps totp_finalize
in Python 3. Original patch by ax487. (Github issue :issue:`3612`)- Conversion from Python dict to C++ map now supports arbitrary Python mappings, not just dicts.
- Direct assignments to C++ references are now allowed. Patch by David Woods. (Github issue :issue:`1863`)
- An initial set of adaptations for GraalVM Python was implemented. Note that this does not imply any general support for this target or that your code will work at all in this environment. But testing should be possible now. Patch by David Woods. (Github issue :issue:`4328`)
PyMem_[Raw]Calloc()
was added to thecpython.mem
declarations. Note that theRaw
versions are no longer #defined by Cython. The previous macros were not considered safe. Patch by William Schwartz and David Woods. (Github issue :issue:`3047`)
- Circular imports of compiled modules could fail needlessly even when the import
could already be resolved from
sys.modules
. Patch by Syam Gadde. (Github issue :issue:`4390`) - The GIL can now safely be released inside of
nogil
functions (which may actually be called with the GIL held at runtime). Patch by David Woods. (Github issue :issue:`4137`) - Type errors when passing memory view arguments could leak buffer references. Patch by David Woods. (Github issue :issue:`4296`)
- Cython did not type the
self
argument in special binary methods. Patch by David Woods. (Github issue :issue:`4434`) - An incompatibility with recent coverage.py versions was resolved. Patch by David Woods. (Github issue :issue:`4440`)
- Fused typed default arguments generated incorrect code. Patch by David Woods. (Github issue :issue:`4413`)
prange
loops generated incorrect code whencpp_locals
is enabled. Patch by David Woods. (Github issue :issue:`4354`)- A C-level compatibility issue with recent NumPy versions was resolved. Patch by David Woods. (Github issue :issue:`4396`)
- Decorators on inner functions were not evaluated in the right scope. Patch by David Woods. (Github issue :issue:`4367`)
- Very early errors during module initialisation could lead to crashes. Patch by David Woods. (Github issue :issue:`4377`)
- Fused functions were binding unnecessarily, which prevented them from being pickled. Patch by David Woods. (Github issue :issue:`4370`)
- Some constant tuples containing strings were not deduplicated. Patch by David Woods. (Github issue :issue:`4353`)
- Unsupported decorators on cdef functions were not rejected in recent releases. Patch by David Woods. (Github issue :issue:`4322`)
- The excess arguments in a for-in-range loop with more than 3 arguments to range() were silently ignored. Original patch by Max Bachmann. (Github issue :issue:`4550`)
- Python object types were not allowed as
->
return type annotations. Patch by Matúš Valo. (Github issue :issue:`4433`) - Default values for memory views arguments were not properly supported. Patch by Corentin Cadiou. (Github issue :issue:`4313`)
- Templating C++ classes with memory view types lead to buggy code and is now rejected. Patch by David Woods. (Github issue :issue:`3085`)
- Several C++ library declarations were added and fixed. Patches by Dobatymo, account-login, Jonathan Helgert, Evgeny Yakimov, GalaxySnail, Max Bachmann. (Github issues :issue:`4408`, :issue:`4419`, :issue:`4410`, :issue:`4395`, :issue:`4423`, :issue:`4448`, :issue:`4462`, :issue:`3293`, :issue:`4522`, :issue:`2171`, :issue:`4531`)
- Some compiler problems and warnings were resolved. Patches by David Woods, 0dminnimda, Nicolas Pauss and others. (Github issues :issue:`4317`, :issue:`4324`, :issue:`4361`, :issue:`4357`)
- The
self
argument of static methods in .pxd files was incorrectly typed. Patch by David Woods. (Github issue :issue:`3174`) - A name collision when including multiple generated API header files was resolved. Patch by David Woods. (Github issue :issue:`4308`)
- An endless loop in
cython-mode.el
was resolved. Patch by Johannes Mueller. (Github issue :issue:`3218`) _Py_TPFLAGS_HAVE_VECTORCALL
was always set on extension types when using the limited API. Patch by David Woods. (Github issue :issue:`4453`)- Some compatibility issues with PyPy were resolved. Patches by Max Bachmann, Matti Picus. (Github issues :issue:`4454`, :issue:`4477`, :issue:`4478`, :issue:`4509`, :issue:`4517`)
- A compiler crash when running Cython thread-parallel from distutils was resolved. (Github issue :issue:`4503`)
- Includes all bug-fixes from the :ref:`0.29.26` release.
- A warning was added when
__defaults__
or__kwdefaults__
of Cython compiled functions were re-assigned, since this does not current have an effect. Patch by David Woods. (Github issue :issue:`2650`)
- Declarations for
libcpp.algorithms
,libcpp.set
andlibcpp.unordered_set
were extended. Patch by David Woods. (Github issues :issue:`4271`, :issue:`4273`) cygdb
has a new option--skip-interpreter
that allows using a different Python runtime than the one used to generate the debugging information. Patch by Alessandro Molina. (Github issue :issue:`4186`)
- Several issues with the new
cpp_locals
directive were resolved and its test coverage improved. Patch by David Woods. (Github issues :issue:`4266`, :issue:`4265`) - Generated utility code for C++ conversions no longer depends on several user definable directives that may make it behave incorrectly. Patch by David Woods. (Github issue :issue:`4206`)
- A reference counting bug in the new
@cython.total_ordering
decorator was fixed. - Includes all bug-fixes from the :ref:`0.29.24` release.
- Parts of the documentation were (and are being) rewritten to show the Cython language syntax next to the equivalent Python syntax. Patches by 0dminnimda and Matúš Valo. (Github issue :issue:`4187`)
- A
@cython.total_ordering
decorator has been added to automatically implement all comparison operators, similar tofunctools.total_ordering
. Patch by Spencer Brown. (Github issue :issue:`2090`) - A new directive
cpp_locals
was added that allows local C++ variables to be lazily initialised (without default constructor), thus making them behave more like Python variables. Patch by David Woods. (Github issue :issue:`4160`) - C++17 execution policies are supported in
libcpp.algorithm
. Patch by Ashwin Srinath. (Github issue :issue:`3790`) - New C feature flags:
CYTHON_USE_MODULE_STATE
,CYTHON_USE_TYPE_SPECS
Both are currently considered experimental. (Github issue :issue:`3611`) [...] * N
is optimised for C integer multipliersN
. (Github issue :issue:`3922`)
- The dispatch code for binary operators to special methods could run into infinite recursion. Patch by David Woods. (Github issue :issue:`4172`)
- Code optimisations were not applied to methods of Cython implemented C++ classes. Patch by David Woods. (Github issue :issue:`4212`)
- The special
cython
module was not always detected in PEP-484 type annotations. Patch by David Woods. (Github issue :issue:`4243`) - Conversion from Python dicts to
std::map
was broken. Patch by David Woods and Mikkel Skofelt. (Github issues :issue:`4231`, :issue:`4228`) - The exception handling annotation
except +*
was broken. Patch by David Woods. (Github issues :issue:`3065`, :issue:`3066`) - Attribute annotations in Python classes are now ignored, because they are just Python objects in a dict (as opposed to the fields of extension types). Patch by David Woods. (Github issues :issue:`4196`, :issue:`4198`)
- An unnecessary slow-down at import time was removed from
Cython.Distutils
. Original patch by Anthony Sottile. (Github issue :issue:`4224`) - Python modules were not automatically recompiled when only their
.pxd
file changed. Patch by Golden Rockefeller. (Github issue :issue:`1428`) - The signature of
PyFloat_FromString()
incpython.float
was changed to match the signature in Py3. It still has an automatic fallback for Py2. (Github issue :issue:`3909`) - A compile error on MSVC was resolved. Patch by David Woods. (Github issue :issue:`4202`)
- A C compiler warning in PyPy3 regarding
PyEval_EvalCode()
was resolved. - Directives starting with
optimization.*
in pure Python mode were incorrectly named. It should have beenoptimize.*
. Patch by David Woods. (Github issue :issue:`4258`)
- Variables can no longer be declared with
cpdef
. Patch by David Woods. (Github issue :issue:`887`) - Support for the now unsupported Pyston V1 was removed in favour of Pyston V2. Patch by Marius Wachtler. (Github issue :issue:`4211`)
- The
Cython.Build.BuildExecutable
tool no longer executes the program automatically. Usecythonrun
for that.
- A
cimport
is now supported in pure Python code by prefixing the imported module name withcython.cimports.
, e.g.from cython.cimports.libc.math import sin
. (GIthub issue :issue:`4190`) __class_getitem__
(PEP-560) is supported for cdef classes. Patch by Kmol Yuan. (Github issue :issue:`3764`)__mro_entries__
(PEP-560) is supported for Python classes. Patch by David Woods. (Github issue :issue:`3537`)cython.array
supports simple, non-strided views. (Github issue :issue:`3775`)- Self-documenting f-strings (
=
) were implemented. Patch by davfsa. (Github issue :issue:`3796`) - The destructor is now called for fields in C++ structs. Patch by David Woods. (Github issue :issue:`3226`)
std::move()
is now also called for temps duringyield
. Patch by Yu Feng. (Github issue :issue:`4154`)asyncio.iscoroutinefunction()
now recognises coroutine functions also when compiled by Cython. Patch by Pedro Marques da Luz. (Github issue :issue:`2273`)- C compiler warnings and errors are now shown in Jupyter notebooks. Patch by Egor Dranischnikow. (Github issue :issue:`3751`)
float(…)
is optimised for string arguments (str/bytes/bytearray).- Converting C++ containers to Python lists uses less memory allocations. Patch by Max Bachmann. (Github issue :issue:`4081`)
- Docstrings of
cpdef
enums are now copied to the enum class. Patch by matham. (Github issue :issue:`3805`) - The type
cython.Py_hash_t
is available in Python mode. - C-API declarations for
cpython.fileobject
were added. Patch by Zackery Spytz. (Github issue :issue:`3906`) - C-API declarations for context variables in Python 3.7 were added. Original patch by Zolisa Bleki. (Github issue :issue:`2281`)
- More C-API declarations for
cpython.datetime
were added. Patch by Bluenix2. (Github issue :issue:`4128`) - A new module
cpython.time
was added with some low-level alternatives to Python'stime
module. Patch by Brock Mendel. (Github issue :issue:`3767`) - The value
PyBUF_MAX_NDIM
was added to thecpython.buffer
module. Patch by John Kirkham. (Github issue :issue:`3811`) - "Declaration after use" is now an error for variables. Patch by David Woods. (Github issue :issue:`3976`)
- More declarations for C++ string methods were added.
- Cython now detects when existing output files were not previously generated by itself and refuses to overwrite them. It is a common mistake to name the module file of a wrapper after the library (source file) that it wraps, which can lead to surprising errors when the file gets overwritten.
- Annotations were not exposed on annotated (data-)classes. Patch by matsjoyce. (Github issue :issue:`4151`)
- Inline functions and other code in
.pxd
files could accidentally inherit the compiler directives of the.pyx
file that imported them. Patch by David Woods. (Github issue :issue:`1071`) - Some issues were resolved that could lead to duplicated C names. Patch by David Woods. (Github issue :issue:`3716`, :issue:`3741`, :issue:`3734`)
- Modules with unicode names failed to build on Windows. Patch by David Woods. (Github issue :issue:`4125`)
ndarray.shape
failed to compile with Pythran and recent NumPy. Patch by Serge Guelton. (Github issue :issue:`3762`)- Casting to ctuples is now allowed. Patch by David Woods. (Github issue :issue:`3808`)
- Structs could not be instantiated with positional arguments in pure Python mode.
- Literal list assignments to pointer variables declared in PEP-526 notation failed to compile.
- Nested C++ types were not usable through ctypedefs. Patch by Vadim Pushtaev. (Github issue :issue:`4039`)
- Overloaded C++ static methods were lost. Patch by Ashwin Srinath. (Github :issue:`1851`)
- Cython compiled functions always provided a
__self__
attribute, regardless of being used as a method or not. Patch by David Woods. (Github issue :issue:`4036`) - Calls to
.__class__()
of a known extension type failed. Patch by David Woods. (Github issue :issue:`3954`) - Generator expressions in pxd-overridden
cdef
functions could fail to compile. Patch by Matúš Valo. (Github issue :issue:`3477`) - A reference leak on import failures was resolved. Patch by Max Bachmann. (Github issue :issue:`4056`)
- A C compiler warning about unused code was resolved. (Github issue :issue:`3763`)
- A C compiler warning about enum value casting was resolved in GCC. (Github issue :issue:`2749`)
- Some C compiler warninge were resolved. Patches by Max Bachmann. (Github issue :issue:`4053`, :issue:`4059`, :issue:`4054`, :issue:`4148`, :issue:`4162`)
- A compile failure for C++ enums in Py3.4 / MSVC was resolved. Patch by Ashwin Srinath. (Github issue :issue:`3782`)
- Some C++ STL methods did not propagate exceptions. Patch by Max Bachmann. (Github issue :issue:`4079`)
- An unsupported C-API call in PyPy was fixed. Patch by Max Bachmann. (Github issue :issue:`4055`)
- The Cython
CodeWriter
mishandled no-argumentreturn
statements. Patch by Tao He. (Github issue :issue:`3795`) complex
wasn't supported in PEP-484 type annotations. Patch by David Woods. (Github issue :issue:`3949`)- Default arguments of methods were not exposed for introspection. Patch by Vladimir Matveev. (Github issue :issue:`4061`)
- Extension types inheriting from Python classes could not safely
be exposed in
.pxd
files. (Github issue :issue:`4106`) - The profiling/tracing code was adapted to work with Python 3.10b1.
- The internal CPython macro
Py_ISSPACE()
is no longer used. Original patch by Andrew Jones. (Github issue :issue:`4111`) - Includes all bug-fixes from the :ref:`0.29.23` release.
- Special methods for binary operators now follow Python semantics.
Rather than e.g. a single
__add__
method for cdef classes, where "self" can be either the first or second argument, one can now define both__add__
and__radd__
as for standard Python classes. This behavior can be disabled with thec_api_binop_methods
directive to return to the previous semantics in Cython code (available from Cython 0.29.20), or the reversed method (__radd__
) can be implemented in addition to an existing two-sided operator method (__add__
) to get a backwards compatible implementation. (Github issue :issue:`2056`) - No/single argument functions now accept keyword arguments by default in order
to comply with Python semantics. The marginally faster calling conventions
METH_NOARGS
andMETH_O
that reject keyword arguments are still available with the directive@cython.always_allow_keywords(False)
. (Github issue :issue:`3090`) - For-in-loop iteration over
bytearray
and memory views is optimised. Patch by David Woods. (Github issue :issue:`2227`) - Type inference now works for memory views and slices. Patch by David Woods. (Github issue :issue:`2227`)
- The
@returns()
decorator propagates exceptions by default for suitable C return types when no@exceptval()
is defined. (Github issues :issue:`3625`, :issue:`3664`) - A low-level inline function
total_seconds(timedelta)
was added tocpython.datetime
to bypass the Python method call. Note that this function is not guaranteed to give exactly the same results for very large time intervals. Patch by Brock Mendel. (Github issue :issue:`3616`) - Type inference now understands that
a, *b = x
assigns a list tob
. - Limited API support was improved. Patches by Matthias Braun. (Github issues :issue:`3693`, :issue:`3707`)
- The Cython
CodeWriter
can now handle more syntax constructs. Patch by Tao He. (Github issue :issue:`3514`)
- The construct
for x in cpp_function_call()
failed to compile. Patch by David Woods. (Github issue :issue:`3663`) - C++ references failed to compile when used as Python object indexes. Patch by David Woods. (Github issue :issue:`3754`)
- The C++
typeid()
function was allowed in C mode. Patch by Celelibi. (Github issue :issue:`3637`) repr()
was assumed to returnstr
instead ofunicode
withlanguage_level=3
. (Github issue :issue:`3736`)- Includes all bug-fixes from the :ref:`0.29.21` release.
- The
numpy
declarations were updated. Patch by Brock Mendel. (Github issue :issue:`3630`) - The names of Cython's internal types (functions, generator, coroutine, etc.)
are now qualified with the module name of the internal Cython module that is
used for sharing them across Cython implemented modules, for example
_cython_3_0a5.coroutine
. This was done to avoid making them look like homeless builtins, to help with debugging, and in order to avoid a CPython warning according to https://bugs.python.org/issue20204
.pxd
files can now be :ref:`versioned <versioning>` by adding an extension like ".cython-30.pxd
" to prevent older Cython versions (than 3.0 in this case) from picking them up. (Github issue :issue:`3577`)- Several macros/functions declared in the NumPy API are now usable without holding the GIL.
- libc.math was extended to include all C99 function declarations. Patch by Dean Scarff. (Github issue :issue:`3570`)
- Several issues with arithmetic overflow handling were resolved, including undefined behaviour in C. Patch by Sam Sneddon. (Github issue :issue:`3588`)
- The improved GIL handling in
nogil
functions introduced in 3.0a3 could fail to acquire the GIL in some cases on function exit. (Github issue :issue:`3590` etc.) - A reference leak when processing keyword arguments in Py2 was resolved, that appeared in 3.0a1. (Github issue :issue:`3578`)
- The outdated getbuffer/releasebuffer implementations in the NumPy
declarations were removed so that buffers declared as
ndarray
now use the normal implementation in NumPy. - Includes all bug-fixes from the :ref:`0.29.18` release.
- The
print
statement (not theprint()
function) is allowed innogil
code without an explicitwith gil
section. - The
assert
statement is allowed innogil
sections. Here, the GIL is only acquired if theAssertionError
is really raised, which means that the evaluation of the asserted condition only allows C expressions. - Cython generates C compiler branch hints for unlikely user defined if-clauses
in more cases, when they end up raising exceptions unconditionally. This now
includes exceptions being raised in
nogil
/with gil
sections. - Some internal memoryview functions were tuned to reduce object overhead.
- Exception position reporting could run into race conditions on threaded code. It now uses function-local variables again.
- Error handling early in the module init code could lead to a crash.
- Error handling in
cython.array
creation was improved to avoid calling C-API functions with an error held. - Complex buffer item types of structs of arrays could fail to validate. Patch by Leo and smutch. (Github issue :issue:`1407`)
- When importing the old Cython
build_ext
integration with distutils, the additional command line arguments leaked into the regular command. Patch by Kamekameha. (Github issue :issue:`2209`) - The improved GIL handling in
nogil
functions introduced in 3.0a3 could generate invalid C code. (Github issue :issue:`3558`) PyEval_InitThreads()
is no longer used in Py3.7+ where it is a no-op.- Parallel builds of Cython itself (
setup.py build_ext -j N
) failed on Windows.
- The C property feature has been rewritten and now requires C property methods
to be declared
inline
(:issue:`3571`).
nogil
functions now avoid acquiring the GIL on function exit if possible even if they containwith gil
blocks. (Github issue :issue:`3554`)- Python private name mangling now falls back to unmangled names for non-Python globals, since double-underscore names are not uncommon in C. Unmangled Python names are also still found as a legacy fallback but produce a warning. Patch by David Woods. (Github issue :issue:`3548`)
- Includes all bug-fixes from the :ref:`0.29.17` release.
std::move()
is now used in C++ mode for internal temp variables to make them work without copying values. Patch by David Woods. (Github issues :issue:`3253`, :issue:`1612`)__class_getitem__
is supported for types on item access (PEP-560). Patch by msg555. (Github issue :issue:`2753`)- The simplified Py3.6 customisation of class creation is implemented (PEP-487). (Github issue :issue:`2781`)
- Conditional blocks in Python code that depend on
cython.compiled
are eliminated at an earlier stage, which gives more freedom in writing replacement Python code. Patch by David Woods. (Github issue :issue:`3507`) numpy.import_array()
is automatically called ifnumpy
has been cimported and it has not been called in the module code. This is intended as a hidden fail-safe so user code should continue to callnumpy.import_array
. Patch by David Woods. (Github issue :issue:`3524`)- The Cython AST code serialiser class
CodeWriter
inCython.CodeWriter
supports more syntax nodes. - The fastcall/vectorcall protocols are used for several internal Python calls. (Github issue :issue:`3540`)
- With
language_level=3/3str
, Python classes without explicit base class are now new-style (type) classes also in Py2. Previously, they were created as old-style (non-type) classes. (Github issue :issue:`3530`) - C++
typeid()
failed for fused types. Patch by David Woods. (Github issue :issue:`3203`) __arg
argument names in methods were not mangled with the class name. Patch by David Woods. (Github issue :issue:`1382`)- Creating an empty unicode slice with large bounds could crash. Patch by Sam Sneddon. (Github issue :issue:`3531`)
- Decoding an empty bytes/char* slice with large bounds could crash. Patch by Sam Sneddon. (Github issue :issue:`3534`)
- Temporary buffer indexing variables were not released and could show up in C compiler warnings, e.g. in generators. Patch by David Woods. (Github issues :issue:`3430`, :issue:`3522`)
- Several C compiler warnings were fixed.
- Cython functions now use the PEP-590 vectorcall protocol in Py3.7+. Patch by Jeroen Demeyer. (Github issue :issue:`2263`)
- Unicode identifiers are supported in Cython code (PEP-3131). Patch by David Woods. (Github issue :issue:`2601`)
- Unicode module names and imports are supported. Patch by David Woods. (Github issue :issue:`3119`)
- Annotations are no longer parsed, keeping them as strings following PEP-563. Patch by David Woods. (Github issue :issue:`3285`)
- Preliminary support for the CPython's
Py_LIMITED_API
(stable ABI) is available by setting theCYTHON_LIMITED_API
C macro. Note that the support is currently in an early stage and many features do not yet work. You currently still have to definePy_LIMITED_API
externally in order to restrict the API usage. This will change when the feature stabilises. Patches by Eddie Elizondo and David Woods. (Github issues :issue:`3223`, :issue:`3311`, :issue:`3501`) - The dispatch to fused functions is now linear in the number of arguments, which makes it much faster, often 2x or more, and several times faster for larger fused types with many specialisations. Patch by will-ca. (Github issue :issue:`1385`)
with gil/nogil
statements can be conditional based on compile-time constants, e.g. fused type checks. Patch by Noam Hershtig. (Github issue :issue:`2579`)const
can be used together with fused types. Patch by Thomas Vincent. (Github issue :issue:`1772`)- Reimports of already imported modules are substantially faster. (Github issue :issue:`2854`)
- Positional-only arguments are supported in Python functions (PEP-570). Patch by Josh Tobin. (Github issue :issue:`2915`)
- The
volatile
C modifier is supported in Cython code. Patch by Jeroen Demeyer. (Github issue :issue:`1667`) @cython.trashcan(True)
can be used on an extension type to enable the CPython :ref:`trashcan`. This allows deallocating deeply recursive objects without overflowing the stack. Patch by Jeroen Demeyer. (Github issue :issue:`2842`)- Inlined properties can be defined for external extension types. Patch by Matti Picus. (Github issue :issue:`2640`, redone later in :issue:`3571`)
- The
str()
builtin now callsPyObject_Str()
instead of going through a Python call. Patch by William Ayd. (Github issue :issue:`3279`) - String concatenation can now happen in place if possible, by extending the existing string rather than always creating a new one. Patch by David Woods. (Github issue :issue:`3453`)
- Multiplication of Python numbers with small constant integers is faster. (Github issue :issue:`2808`)
- Some list copying is avoided internally when a new list needs to be created but we already have a fresh one. (Github issue :issue:`3494`)
- Extension types that do not need their own
tp_new
implementation (because they have no object attributes etc.) directly inherit the implementation of their parent type if possible. (Github issue :issue:`1555`) - The attributes
gen.gi_frame
andcoro.cr_frame
of Cython compiled generators and coroutines now return an actual frame object for introspection. (Github issue :issue:`2306`) - Several declarations in
cpython.*
,libc.*
andlibcpp.*
were added. Patches by Jeroen Demeyer, Matthew Edwards, Chris Gyurgyik, Jerome Kieffer and Zackery Spytz. (Github issues :issue:`3468`, :issue:`3332`, :issue:`3202`, :issue:`3188`, :issue:`3179`, :issue:`2891`, :issue:`2826`, :issue:`2713`) - Deprecated NumPy API usages were removed from
numpy.pxd
. Patch by Matti Picus. (Github issue :issue:`3365`) cython.inline()
now sets theNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION
C macro automatically whennumpy
is imported in the code, to avoid C compiler warnings about deprecated NumPy C-API usage.- The builtin
abs()
function can now be used on C numbers in nogil code. Patch by Elliott Sales de Andrade. (Github issue :issue:`2748`) - PEP-479 (
generator_stop
) is now enabled by default with language level 3. (Github issue :issue:`2580`) - The
cython.view.array
type supports inheritance. Patch by David Woods. (Github issue :issue:`3413`) - Code annotation accepts a new debugging argument
--annotate-fullc
that will include the complete syntax highlighted C file in the HTML output. (Github issue :issue:`2855`) --no-capture
added toruntests.py
to prevent stdout/stderr capturing during srctree tests. Patch by Matti Picus. (Github issue :issue:`2701`)--no-docstrings
option added tocythonize
script. Original patch by mo-han. (Github issue :issue:`2889`)cygdb
gives better error messages when it fails to initialise the Python runtime support in gdb. Patch by Volker Weissmann. (Github issue :issue:`3489`)- The Pythran
shape
attribute is supported. Patch by Serge Guelton. (Github issue :issue:`3307`)
- The unicode methods
.upper()
,.lower()
and.title()
were incorrectly optimised for single character input values and only returned the first character if multiple characters should have been returned. They now use the original Python methods again. - Fused argument types were not correctly handled in type annotations and
cython.locals()
. Patch by David Woods. (Github issues :issue:`3391`, :issue:`3142`) - Diverging from the usual behaviour,
len(memoryview)
,len(char*)
andlen(Py_UNICODE*)
returned an unsignedsize_t
value. They now return a signedPy_ssize_t
, like other usages oflen()
. - Nested dict literals in function call kwargs could incorrectly raise an error about duplicate keyword arguments, which are allowed when passing them from dict literals. (Github issue :issue:`2963`)
- Item access (subscripting) with integer indices/keys always tried the Sequence protocol before the Mapping protocol, which diverged from Python semantics. It now passes through the Mapping protocol first when supported. (Github issue :issue:`1807`)
- Name lookups in class bodies no longer go through an attribute lookup. Patch by Jeroen Demeyer. (Github issue :issue:`3100`)
- Broadcast assignments to a multi-dimensional memory view slice could end up in the wrong places when the underlying memory view is known to be contiguous but the slice is not. (Github issue :issue:`2941`)
- Pickling unbound methods of Python classes failed. Patch by Pierre Glaser. (Github issue :issue:`2972`)
- The
Py_hash_t
type failed to accept arbitrary "index" values. (Github issue :issue:`2752`) - The first function line number of functions with decorators pointed to the signature line and not the first decorator line, as in Python. Patch by Felix Kohlgrüber. (Github issue :issue:`2536`)
- Constant integer expressions that used a negative exponent were evaluated as integer 0 instead of the expected float value. Patch by Kryštof Pilnáček. (Github issue :issue:`2133`)
- The
cython.declare()
andcython.cast()
functions could fail in pure mode. Patch by Dmitry Shesterkin. (Github issue :issue:`3244`) __doc__
was not available inside of the class body during class creation. (Github issue :issue:`1635`)- Setting
language_level=2
in a file did not work iflanguage_level=3
was enabled globally before. Patch by Jeroen Demeyer. (Github issue :issue:`2791`) __init__.pyx
files were not always considered as package indicators. (Github issue :issue:`2665`)- Compiling package
__init__
files could fail under Windows due to an undefined export symbol. (Github issue :issue:`2968`) - A C compiler cast warning was resolved. Patch by Michael Buesch. (Github issue :issue:`2775`)
- Binding staticmethods of Cython functions were not behaving like Python methods. Patch by Jeroen Demeyer. (Github issue :issue:`3106`, :issue:`3102`)
- Memoryviews failed to compile when the
cache_builtins
feature was disabled. Patch by David Woods. (Github issue :issue:`3406`)
- The default language level was changed to
3str
, i.e. Python 3 semantics, but withstr
literals (also in Python 2.7). This is a backwards incompatible change from the previous default of Python 2 semantics. The previous behaviour is available through the directivelanguage_level=2
. (Github issue :issue:`2565`) - Cython no longer generates
__qualname__
attributes for classes in Python 2.x since they are problematic there and not correctly maintained for subclasses. Patch by Jeroen Demeyer. (Github issue :issue:`2772`) - Source file fingerprinting now uses SHA-1 instead of MD5 since the latter tends to be slower and less widely supported these days. (Github issue :issue:`2790`)
- The long deprecated include files
python_*
,stdio
,stdlib
andstl
inCython/Includes/Deprecated/
were removed. Use thelibc.*
andcpython.*
pxd modules instead. Patch by Jeroen Demeyer. (Github issue :issue:`2904`) - The search order for include files was changed. Previously it was
include_directories
,Cython/Includes
,sys.path
. Now it isinclude_directories
,sys.path
,Cython/Includes
. This was done to allow third-party*.pxd
files to override the ones in Cython. Patch by Matti Picus. (Github issue :issue:`2905`) - The command line parser was rewritten and modernised using
argparse
. Patch by Egor Dranischnikow. (Github issue :issue:`2952`, :issue:`3001`) - Dotted filenames for qualified module names (
pkg.mod.pyx
) are deprecated. Use the normal Python package directory layout instead. (Github issue :issue:`2686`) - Binary Linux wheels now follow the manylinux2010 standard. Patch by Alexey Stepanov. (Github issue :issue:`3355`)
- Support for Python 2.6 was removed.
- Fix a potential crash while cleaning up subtypes of externally imported extension types when terminating Python. This was introduced in Cython 0.29.35.
- Fix a
complex
related compile error on Windows. (Github issue :issue:`5512`) - Compiling fused types used in pxd files could crash Cython in Python 3.11+. (Github issues :issue:`5894`, :issue:`5588`)
cythonize
failed to consider theCYTHON_FORCE_REGEN
env variable. Patch by Harmen Stoppels. (Github issue :issue:`5712`)
- Async generators lost their return value in PyPy. (Github issue :issue:`5465`)
- The outdated C macro
_PyGC_FINALIZED()
is no longer used in Py3.9+. - The deprecated
Py_OptimizeFlag
is no longer used in Python 3.9+. (Github issue :issue:`5343`) - Using the global
__debug__
variable but not assertions could lead to compile errors. - The broken HTML template support was removed from Tempita. (Github issue :issue:`3309`)
- A garbage collection enabled subtype of a non-GC extension type could call into the deallocation function of the super type with GC tracking enabled. This could lead to crashes during deallocation if GC was triggered on the type at the same time. (Github issue :issue:`5432`)
- Some C compile failures and crashes in CPython 3.12 were resolved.
except + nogil
was syntactically not allowed.except +nogil
(i.e. defining a C++ exception handling function callednogil
) is now disallowed to prevent typos. (Github issue :issue:`5430`)- A C compile failure in PyPy 3.10 was resolved. Patch by Matti Picus. (Github issue :issue:`5408`)
- Cython modules now use PEP-489 multi-phase init by default in PyPy 3.9 and later. Original patch by Matti Picus. (Github issue :issue:`5413`)
- API header files generated by different Cython versions can now be included in the same C file. (Github issue :issue:`5383`)
- Function signatures containing a type like tuple[()] could not be printed. Patch by Lisandro Dalcin. (Github issue :issue:`5355`)
- A reference leak of the for-loop list/tuple iterable was resolved if the for-loop's
else:
branch executes abreak
for an outer loop. (Github issue :issue:`5347`) - Some C compile failures in CPython 3.12 were resolved.
- Some old usages of the deprecated Python
imp
module were replaced withimportlib
. Patch by Matúš Valo. (Github issue :issue:`5300`) - Some issues with
depfile
generation were resolved. Patches by Eli Schwartz. (Github issues :issue:`5279`, :issue:`5291`)
- The
cythonize
andcython
commands have a new option-M
/--depfile
to generate.dep
dependency files for the compilation unit. This can be used by external build tools to track these dependencies. Thecythonize
option was already available in Cython :ref:`0.29.27`. Patches by Evgeni Burovski and Eli Schwartz. (Github issue :issue:`1214`)
const
fused types could not be used with memory views. Patch by Thomas Vincent. (Github issue :issue:`1772`)wstr
usage was removed in Python 3.12 and later (PEP-623). (Github issue :issue:`5145`)- A type check assertion for Cython functions failed in debug Python builds. (Github issue :issue:`5031`)
- Fixed various compiler warnings. Patches by Lisandro Dalcin et al. (Github issues :issue:`4948`, :issue:`5086`)
- Fixed error when calculating complex powers of negative numbers. (Github issue :issue:`5014`)
- Corrected a small mis-formatting of exception messages on Python 2. (Github issue :issue:`5018`)
- The
PyUnicode_AsUTF8AndSize()
C-API function was missing from the CPython declarations. (Github issue :issue:`5163`) - A performance problem in the compiler was resolved when nesting conditional expressions. (Github issue :issue:`5197`)
- Test suite problems with recent NumPy and CPython versions were resolved. (Github issues :issue:`5183`, :issue:`5190`)
- The undocumented, untested and apparently useless syntax
from somemodule cimport class/struct/union somename
was deprecated in anticipation of its removal in Cython 3. The type modifier is not needed here and a plaincimport
of the name will do. (Github issue :issue:`4905`) - Properly disable generation of descriptor docstrings on PyPy since they cause crashes. It was previously disabled, but only accidentally via a typo. Patch by Matti Picus. (Github issue :issue:`5083`)
- The
cpow
directive of Cython 3.0 is available as a no-op. (Github issue :issue:`5016`)
- Revert "Using memoryview typed arguments in inner functions is now rejected as unsupported." Patch by David Woods. (Github issue :issue:`4798`)
from module import *
failed in 0.29.31 when using memoryviews. Patch by David Woods. (Github issue :issue:`4927`)
- A new argument
--module-name
was added to thecython
command to provide the (one) exact target module name from the command line. Patch by Matthew Brett and h-vetinari. (Github issue :issue:`4906`) - A new keyword
noexcept
was added for forward compatibility with Cython 3. Patch by David Woods. (Github issue :issue:`4903`)
- Use
importlib.util.find_spec()
instead of the deprecatedimportlib.find_loader()
function when setting up the package path at import-time. Patch by Matti Picus. (Github issue :issue:`4764`) - Require the C compiler to support the two-arg form of
va_start
on Python 3.10 and higher. Patch by Thomas Caswell. (Github issue :issue:`4820`) - Make
fused_type
subscriptable in Shadow.py. Patch by Pfebrer. (Github issue :issue:`4842`) - Fix the incorrect code generation of the target type in
bytearray
loops. Patch by Kenrick Everett. (Github issue :issue:`4108`) - Atomic refcounts for memoryviews were not used on some GCC versions by accident. Patch by Sam Gross. (Github issue :issue:`4915`)
- Silence some GCC
-Wconversion
warnings in C utility code. Patch by Lisandro Dalcin. (Github issue :issue:`4854`) - Tuple multiplication was ignored in expressions such as
[*(1,) * 2]
. Patch by David Woods. (Github issue :issue:`4864`) - Calling
append
methods on extension types could fail to find the method in some cases. Patch by David Woods. (Github issue :issue:`4828`) - Ensure that object buffers (e.g.
ndarray[object, ndim=1]
) containingNULL
pointers are safe to use, returningNone
instead of theNULL
pointer. Patch by Sebastian Berg. (Github issue :issue:`4859`) - Using memoryview typed arguments in inner functions is now rejected as unsupported. Patch by David Woods. (Github issue :issue:`4798`)
- Compilation could fail on systems (e.g. FIPS) that block MD5 checksums at runtime. (Github issue :issue:`4909`)
- Experimental adaptations for the CPython "nogil" fork was added. Note that there is no official support for this in Cython 0.x. Patch by Sam Gross. (Github issue :issue:`4912`)
- The GIL handling changes in 0.29.29 introduced a regression where objects could be deallocated without holding the GIL. (Github issue :issue:`4796`)
- Avoid acquiring the GIL at the end of nogil functions. This change was backported in order to avoid generating wrong C code that would trigger C compiler warnings with tracing support enabled. Backport by Oleksandr Pavlyk. (Github issue :issue:`4637`)
- Function definitions in
finally:
clauses were not correctly generated. Patch by David Woods. (Github issue :issue:`4651`) - A case where C-API functions could be called with a live exception set was fixed. Patch by Jakub Kulík. (Github issue :issue:`4722`)
- Pickles can now be exchanged again with those generated from Cython 3.0 modules. (Github issue :issue:`4680`)
- Cython now correctly generates Python methods for both the provided regular and reversed special numeric methods of extension types. Patch by David Woods. (Github issue :issue:`4750`)
- Calling unbound extension type methods without arguments could raise an
IndexError
instead of aTypeError
. Patch by David Woods. (Github issue :issue:`4779`) - Calling unbound
.__contains__()
super class methods on some builtin base types could trigger an infinite recursion. Patch by David Woods. (Github issue :issue:`4785`) - The C union type in pure Python mode mishandled some field names. Patch by Jordan Brière. (Github issue :issue:`4727`)
- Allow users to overwrite the C macro
_USE_MATH_DEFINES
. Patch by Yuriy Chernyshov. (Github issue :issue:`4690`) - Improved compatibility with CPython 3.10/11. Patches by Thomas Caswell, David Woods. (Github issues :issue:`4609`, :issue:`4667`, :issue:`4721`, :issue:`4730`, :issue:`4777`)
- Docstrings of descriptors are now provided in PyPy 7.3.9. Patch by Matti Picus. (Github issue :issue:`4701`)
- Due to backwards incompatible changes in CPython 3.11a4, the feature flags
CYTHON_FAST_THREAD_STATE
andCYTHON_USE_EXC_INFO_STACK
are now disabled in Python 3.11 and later. They are enabled again in Cython 3.0. Patch by David Woods. (Github issue :issue:`4610`) - A C compiler warning in older PyPy versions was resolved. Patch by Matti Picus. (Github issue :issue:`4236`)
- The
cythonize
command has a new option-M
to generate.dep
dependency files for the compilation unit. This can be used by external build tools to track these dependencies. Patch by Evgeni Burovski. (Github issue :issue:`1214`)
- Compilation failures on PyPy were resolved. Patches by Matti Picus. (Github issues :issue:`4509`, :issue:`4517`)
- Calls to
range()
with more than three arguments did not fail. Original patch by Max Bachmann. (Github issue :issue:`4550`) - Some C compiler warnings about missing type struct initialisers in Py3.10 were resolved.
- Cython no longer warns about using OpenMP 3.0 features since they are now considered generally available.
- An incompatibility with CPython 3.11.0a3 was resolved. (Github issue :issue:`4499`)
- The
in
operator failed on literal lists with starred expressions. Patch by Arvind Natarajan. (Github issue :issue:`3938`) - A C compiler warning in PyPy about a missing struct field initialisation was resolved.
- Several incompatibilities with CPython 3.11 were resolved. Patches by David Woods, Victor Stinner, Thomas Caswell. (Github issues :issue:`4411`, :issue:`4414`, :issue:`4415`, :issue:`4416`, :issue:`4420`, :issue:`4428`, :issue:`4473`, :issue:`4479`, :issue:`4480`)
- Some C compiler warnings were resolved. Patches by Lisandro Dalcin and others. (Github issue :issue:`4439`)
- C++
std::move()
should only be used automatically in MSVC versions that support it. Patch by Max Bachmann. (Github issue :issue:`4191`)
- The
Py_hash_t
type failed to accept arbitrary "index" values. (Github issue :issue:`2752`)
- Avoid copying unaligned 16-bit values since some platforms require them to be aligned. Use memcpy() instead to let the C compiler decide how to do it. (Github issue :issue:`4343`)
- Cython crashed on invalid truthiness tests on C++ types without
operator bool
. Patch by David Woods. (Github issue :issue:`4348`) - The declaration of
PyUnicode_CompareWithASCIIString()
incpython.unicode
was incorrect. Patch by Max Bachmann. (Github issue :issue:`4344`)
- Inline functions in pxd files that used memory views could lead to invalid C code if the module that imported from them does not use memory views. Patch by David Woods. (Github issue :issue:`1415`)
- Several declarations in
libcpp.string
were added and corrected. Patch by Janek Bevendorff. (Github issue :issue:`4268`) - Pickling unbound Cython compiled methods failed. Patch by Pierre Glaser. (Github issue :issue:`2972`)
- The tracing code was adapted to work with CPython 3.10.
- The optimised
in
operator failed on unicode strings in Py3.9 and later that were constructed from an externalwchar_t
source. Also, related C compiler warnings about deprecated C-API usage were resolved. (Github issue :issue:`3925`) - Some compiler crashes were resolved. Patch by David Woods. (Github issues :issue:`4214`, :issue:`2811`)
- An incorrect warning about 'unused' generator expressions was removed. (GIthub issue :issue:`1699`)
- The attributes
gen.gi_frame
andcoro.cr_frame
of Cython compiled generators and coroutines now return an actual frame object for introspection, instead ofNone
. (Github issue :issue:`2306`)
- Some problems with Python 3.10 were resolved. Patches by Victor Stinner and David Woods. (Github issues :issue:`4046`, :issue:`4100`)
- An incorrect "optimisation" was removed that allowed changes to a keyword dict to leak into keyword arguments passed into a function. Patch by Peng Weikang. (Github issue :issue:`3227`)
- Multiplied str constants could end up as bytes constants with language_level=2. Patch by Alphadelta14 and David Woods. (Github issue :issue:`3951`)
PY_SSIZE_T_CLEAN
does not get defined any more if it is already defined. Patch by Andrew Jones. (Github issue :issue:`4104`)
- Some declarations were added to the provided pxd includes. Patches by Zackery Spytz and John Kirkham. (Github issues :issue:`3811`, :issue:`3882`, :issue:`3899`, :issue:`3901`)
- A crash when calling certain functions in Py3.9 and later was resolved. (Github issue :issue:`3917`)
const
memory views of structs failed to compile. (Github issue :issue:`2251`)const
template declarations could not be nested. Patch by Ashwin Srinath. (Github issue :issue:`1355`)- The declarations in the
cpython.pycapsule
module were missing theirconst
modifiers and generated incorrect C code. Patch by Warren Weckesser. (Github issue :issue:`3964`) - Casts to memory views failed for fused dtypes. Patch by David Woods. (Github issue :issue:`3881`)
repr()
was assumed to returnstr
instead ofunicode
withlanguage_level=3
. (Github issue :issue:`3736`)- Calling
cpdef
functions from cimported modules crashed the compiler. Patch by David Woods. (Github issue :issue:`4000`) - Cython no longer validates the ABI size of the NumPy classes it compiled against. See the discussion in numpy/numpy#432
- A C compiler warning about enum value casting was resolved in GCC. (Github issue :issue:`2749`)
- Coverage reporting in the annotated HTML file failed in Py3.9. Patch by Nick Pope. (Github issue :issue:`3865`)
- The embedding code now reports Python errors as exit status.
- Long type declarations could lead to (harmless) random changes in the C file when used in auto-generated Python wrappers or pickled classes.
- Variables defined as
cpdef
now generate a warning since this is currently useless and thus does not do what users would expect. Patch by David Woods. (Github issue :issue:`3959`)
- Fix a regression in 0.29.20 where
__div__
failed to be found in extension types. (Github issue :issue:`3688`) - Fix a regression in 0.29.20 where a call inside of a finally clause could fail to compile. Patch by David Woods. (Github issue :issue:`3712`)
- Zero-sized buffers could fail to validate as C/Fortran-contiguous. Patch by Clemens Hofreither. (Github issue :issue:`2093`)
exec()
did not allow recent Python syntax features in Py3.8+ due to https://bugs.python.org/issue35975. (Github issue :issue:`3695`)- Binding staticmethods of Cython functions were not behaving like Python methods in Py3. Patch by Jeroen Demeyer and Michał Górny. (Github issue :issue:`3106`)
- Pythran calls to NumPy methods no longer generate useless method lookup code.
- The
PyUnicode_GET_LENGTH()
macro was missing from thecpython.*
declarations. Patch by Thomas Caswell. (Github issue :issue:`3692`) - The deprecated
PyUnicode_*()
C-API functions are no longer used, except for Unicode strings that contain lone surrogates. Unicode strings that contain non-BMP characters or surrogate pairs now generate different C code on 16-bit Python 2.x Unicode deployments (such as MS-Windows). Generating the C code on Python 3.x is recommended in this case. Original patches by Inada Naoki and Victor Stinner. (Github issues :issue:`3677`, :issue:`3721`, :issue:`3697`) - Some template parameters were missing from the C++
std::unordered_map
declaration. Patch by will. (Github issue :issue:`3685`) - Several internal code generation issues regarding temporary variables were resolved. (Github issue :issue:`3708`)
- Nested try-except statements with multiple
return
statements could crash due to incorrect deletion of theexcept as
target variable. (Github issue :issue:`3666`) - The
@classmethod
decorator no longer rejects unknown input from other decorators. Patch by David Woods. (Github issue :issue:`3660`) - Fused types could leak into unrelated usages. Patch by David Woods. (Github issue :issue:`3642`)
- Now uses
Py_SET_SIZE()
andPy_SET_REFCNT()
in Py3.9+ to avoid low-level write access to these object fields. Patch by Victor Stinner. (Github issue :issue:`3639`) - The built-in
abs()
function could lead to undefined behaviour when used on the negative-most value of a signed C integer type. Patch by Serge Guelton. (Github issue :issue:`1911`) - Usages of
sizeof()
andtypeid()
on uninitialised variables no longer produce a warning. Patch by Celelibi. (Github issue :issue:`3575`) - The C++
typeid()
function was allowed in C mode. Patch by Celelibi. (Github issue :issue:`3637`) - The error position reported for errors found in f-strings was misleading. (Github issue :issue:`3674`)
- The new
c_api_binop_methods
directive was added for forward compatibility, but can only be set to True (the current default value). It can be disabled in Cython 3.0.
- A typo in Windows specific code in 0.29.18 was fixed that broke "libc.math". (Github issue :issue:`3622`)
- A platform specific test failure in 0.29.18 was fixed. Patch by smutch. (Github issue :issue:`3620`)
- Exception position reporting could run into race conditions on threaded code. It now uses function-local variables again.
- Error handling early in the module init code could lead to a crash.
- Error handling in
cython.array
creation was improved to avoid calling C-API functions with an error held. - A memory corruption was fixed when garbage collection was triggered during calls
to
PyType_Ready()
of extension type subclasses. (Github issue :issue:`3603`) - Memory view slicing generated unused error handling code which could negatively impact the C compiler optimisations for parallel OpenMP code etc. Also, it is now helped by static branch hints. (Github issue :issue:`2987`)
- Cython's built-in OpenMP functions were not translated inside of call arguments. Original patch by Celelibi and David Woods. (Github issue :issue:`3594`)
- Complex buffer item types of structs of arrays could fail to validate. Patch by Leo and smutch. (Github issue :issue:`1407`)
- Decorators were not allowed on nested async def functions. (Github issue :issue:`1462`)
- C-tuples could use invalid C struct casting. Patch by MegaIng. (Github issue :issue:`3038`)
- Optimised
%d
string formatting into f-strings failed on float values. (Github issue :issue:`3092`) - Optimised aligned string formatting (
%05s
,%-5s
) failed. (Github issue :issue:`3476`) - When importing the old Cython
build_ext
integration with distutils, the additional command line arguments leaked into the regular command. Patch by Kamekameha. (Github issue :issue:`2209`) - When using the
CYTHON_NO_PYINIT_EXPORT
option in C++, the module init function was not declared asextern "C"
. (Github issue :issue:`3414`) - Three missing timedelta access macros were added in
cpython.datetime
. - The signature of the NumPy C-API function
PyArray_SearchSorted()
was fixed. Patch by Brock Mendel. (Github issue :issue:`3606`)
std::move()
is now available fromlibcpp.utility
. Patch by Omer Ozarslan. (Github issue :issue:`2169`)- The
@cython.binding
decorator is available in Python code. (Github issue :issue:`3505`)
- Creating an empty unicode slice with large bounds could crash. Patch by Sam Sneddon. (Github issue :issue:`3531`)
- Decoding an empty bytes/char* slice with large bounds could crash. Patch by Sam Sneddon. (Github issue :issue:`3534`)
- Re-importing a Cython extension no longer raises the error
"
__reduce_cython__ not found
". (Github issue :issue:`3545`) - Unused C-tuples could generate incorrect code in 0.29.16. Patch by Kirk Meyer. (Github issue :issue:`3543`)
- Creating a fused function attached it to the garbage collector before it was fully initialised, thus risking crashes in rare failure cases. Original patch by achernomorov. (Github issue :issue:`3215`)
- Temporary buffer indexing variables were not released and could show up in C compiler warnings, e.g. in generators. Patch by David Woods. (Github issues :issue:`3430`, :issue:`3522`)
- The compilation cache in
cython.inline("…")
failed to take the language level into account. Patch by will-ca. (Github issue :issue:`3419`) - The deprecated
PyUnicode_GET_SIZE()
function is no longer used in Py3.
- Temporary internal variables in nested prange loops could leak into other threads. Patch by Frank Schlimbach. (Github issue :issue:`3348`)
- Default arguments on fused functions could crash. Patch by David Woods. (Github issue :issue:`3370`)
- C-tuples declared in
.pxd
files could generate incomplete C code. Patch by Kirk Meyer. (Github issue :issue:`1427`) - Fused functions were not always detected and optimised as Cython implemented functions. Patch by David Woods. (Github issue :issue:`3384`)
- Valid Python object concatenation of (iterable) strings to non-strings could fail with an exception. Patch by David Woods. (Github issue :issue:`3433`)
- Using C functions as temporary values lead to invalid C code. Original patch by David Woods. (Github issue :issue:`3418`)
- Fix an unhandled C++ exception in comparisons. Patch by David Woods. (Github issue :issue:`3361`)
- Fix deprecated import of "imp" module. Patch by Matti Picus. (Github issue :issue:`3350`)
- Fix compatibility with Pythran 0.9.6 and later. Patch by Serge Guelton. (Github issue :issue:`3308`)
- The
_Py_PyAtExit()
function incpython.pylifecycle
was misdeclared. Patch by Zackery Spytz. (Github issue :issue:`3382`) - Several missing declarations in
cpython.*
were added. Patches by Zackery Spytz. (Github issue :issue:`3452`, :issue:`3421`, :issue:`3411`, :issue:`3402`) - A declaration for
libc.math.fpclassify()
was added. Patch by Zackery Spytz. (Github issue :issue:`2514`) - Avoid "undeclared" warning about automatically generated pickle methods. Patch by David Woods. (Github issue :issue:`3353`)
- Avoid C compiler warning about unreachable code in
prange()
. - Some C compiler warnings in PyPy were resolved. Patch by Matti Picus. (Github issue :issue:`3437`)
- Crash when returning a temporary Python object from an async-def function. (Github issue :issue:`3337`)
- Crash when using
**kwargs
in generators. Patch by David Woods. (Github issue :issue:`3265`) - Double reference free in
__class__
cell handling forsuper()
calls. (Github issue :issue:`3246`) - Compile error when using
*args
as Python class bases. (Github issue :issue:`3338`) - Import failure in IPython 7.11. (Github issue :issue:`3297`)
- Fixed C name collision in the auto-pickle code. Patch by ThePrez. (Github issue :issue:`3238`)
- Deprecated import failed in Python 3.9. (Github issue :issue:`3266`)
- The generated code failed to initialise the
tp_print
slot in CPython 3.8. Patches by Pablo Galindo and Orivej Desh. (Github issues :issue:`3171`, :issue:`3201`) ?
forbool
was missing from the supported NumPy dtypes. Patch by Max Klein. (Github issue :issue:`2675`)await
was not allowed inside of f-strings. Patch by Dmitro Getz. (Github issue :issue:`2877`)- Coverage analysis failed for projects where the code resides in separate source sub-directories. Patch by Antonio Valentino. (Github issue :issue:`1985`)
- An incorrect compiler warning was fixed in automatic C++ string conversions. Patch by Gerion Entrup. (Github issue :issue:`3108`)
- Error reports in the Jupyter notebook showed unhelpful stack traces. Patch by Matthew Edwards (Github issue :issue:`3196`).
Python.h
is now also included explicitly frompublic
header files. (Github issue :issue:`3133`).- Distutils builds with
--parallel
did not work when using Cython's deprecatedbuild_ext
command. Patch by Alphadelta14 (Github issue :issue:`3187`).
- The
PyMemoryView_*()
C-API is available incpython.memoryview
. Patch by Nathan Manville. (Github issue :issue:`2541`)
- A reference leak for
None
was fixed when converting a memoryview to a Python object. (Github issue :issue:`3023`) - The declaration of
PyGILState_STATE
incpython.pystate
was unusable. Patch by Kirill Smelkov. (Github issue :issue:`2997`)
- The declarations in
posix.mman
were extended. Patches by Kirill Smelkov. (Github issues :issue:`2893`, :issue:`2894`, :issue:`3012`)
- Fix compile error in CPython 3.8b2 regarding the
PyCode_New()
signature. (Github issue :issue:`3031`) - Fix a C compiler warning about a missing
int
downcast. (Github issue :issue:`3028`) - Fix reported error positions of undefined builtins and constants. Patch by Orivej Desh. (Github issue :issue:`3030`)
- A 32 bit issue in the Pythran support was resolved. Patch by Serge Guelton. (Github issue :issue:`3032`)
- Fix compile error in CPython 3.8b2 regarding the
PyCode_New()
signature. Patch by Nick Coghlan. (Github issue :issue:`3009`) - Invalid C code generated for lambda functions in cdef methods. Patch by Josh Tobin. (Github issue :issue:`2967`)
- Support slice handling in newer Pythran versions. Patch by Serge Guelton. (Github issue :issue:`2989`)
- A reference leak in power-of-2 calculation was fixed. Patch by Sebastian Berg. (Github issue :issue:`3022`)
- The search order for include files was changed. Previously it was
include_directories
,Cython/Includes
,sys.path
. Now it isinclude_directories
,sys.path
,Cython/Includes
. This was done to allow third-party*.pxd
files to override the ones in Cython. Original patch by Matti Picus. (Github issue :issue:`2905`) - Setting
language_level=2
in a file did not work iflanguage_level=3
was enabled globally before. Patch by Jeroen Demeyer. (Github issue :issue:`2791`)
- Fix compile errors in CPython 3.8b1 due to the new "tp_vectorcall" slots. (Github issue :issue:`2976`)
- Fix a crash regression in 0.29.8 when creating code objects fails.
- Remove an incorrect cast when using true-division in C++ operations. (Github issue :issue:`1950`)
- C compile errors with CPython 3.8 were resolved. Patch by Marcel Plch. (Github issue :issue:`2938`)
- Python tuple constants that compare equal but have different item types could incorrectly be merged into a single constant. (Github issue :issue:`2919`)
- Non-ASCII characters in unprefixed strings could crash the compiler when
used with language level
3str
. - Starred expressions in %-formatting tuples could fail to compile for unicode strings. (Github issue :issue:`2939`)
- Passing Python class references through
cython.inline()
was broken. (Github issue :issue:`2936`)
- Crash when the shared Cython config module gets unloaded and another Cython module reports an exceptions. Cython now makes sure it keeps an owned reference to the module. (Github issue :issue:`2885`)
- Resolved a C89 compilation problem when enabling the fast-gil sharing feature.
- Coverage reporting did not include the signature line of
cdef
functions. (Github issue :issue:`1461`) - Casting a GIL-requiring function into a nogil function now issues a warning. (Github issue :issue:`2879`)
- Generators and coroutines were missing their return type annotation. (Github issue :issue:`2884`)
- Fix a crash when accessing the
__kwdefaults__
special attribute of fused functions. (Github issue :issue:`1470`) - Fix the parsing of buffer format strings that contain numeric sizes, which could lead to incorrect input rejections. (Github issue :issue:`2845`)
- Avoid a C #pragma in old gcc versions that was only added in GCC 4.6. Patch by Michael Anselmi. (Github issue :issue:`2838`)
- Auto-encoding of Unicode strings to UTF-8 C/C++ strings failed in Python 3, even though the default encoding there is UTF-8. (Github issue :issue:`2819`)
- Crash when defining a Python subclass of an extension type and repeatedly calling a cpdef method on it. (Github issue :issue:`2823`)
- Compiler crash when
prange()
loops appear inside of with-statements. (Github issue :issue:`2780`) - Some C compiler warnings were resolved. Patches by Christoph Gohlke. (Github issues :issue:`2815`, :issue:`2816`, :issue:`2817`, :issue:`2822`)
- Python conversion of C++ enums failed in 0.29. Patch by Orivej Desh. (Github issue :issue:`2767`)
- Division of numeric constants by a runtime value of 0 could fail to raise a
ZeroDivisionError
. (Github issue :issue:`2820`)
- Some C code for memoryviews was generated in a non-deterministic order. Patch by Martijn van Steenbergen. (Github issue :issue:`2779`)
- C89 compatibility was accidentally lost since 0.28. Patches by gastineau and true-pasky. (Github issues :issue:`2778`, :issue:`2801`)
- A C compiler cast warning was resolved. Patch by Michael Buesch. (Github issue :issue:`2774`)
- An compilation failure with complex numbers under MSVC++ was resolved. (Github issue :issue:`2797`)
- Coverage reporting could fail when modules were moved around after the build. Patch by Wenjun Si. (Github issue :issue:`2776`)
- The code generated for deduplicated constants leaked some references. (Github issue :issue:`2750`)
- The declaration of
sigismember()
inlibc.signal
was corrected. (Github issue :issue:`2756`) - Crashes in compiler and test runner were fixed. (Github issue :issue:`2736`, :issue:`2755`)
- A C compiler warning about an invalid safety check was resolved. (Github issue :issue:`2731`)
- Extensions compiled with MinGW-64 under Windows could misinterpret integer objects larger than 15 bit and return incorrect results. (Github issue :issue:`2670`)
- Cython no longer requires the source to be writable when copying its data into a memory view slice. Patch by Andrey Paramonov. (Github issue :issue:`2644`)
- Line tracing of
try
-statements generated invalid C code. (Github issue :issue:`2274`) - When using the
warn.undeclared
directive, Cython's own code generated warnings that are now fixed. Patch by Nicolas Pauss. (Github issue :issue:`2685`) - Cython's memoryviews no longer require strides for setting the shape field
but only the
PyBUF_ND
flag to be set. Patch by John Kirkham. (Github issue :issue:`2716`) - Some C compiler warnings about unused memoryview code were fixed. Patch by Ho Cheuk Ting. (Github issue :issue:`2588`)
- A C compiler warning about implicit signed/unsigned conversion was fixed. (Github issue :issue:`2729`)
- Assignments to C++ references returned by
operator[]
could fail to compile. (Github issue :issue:`2671`) - The power operator and the support for NumPy math functions were fixed in Pythran expressions. Patch by Serge Guelton. (Github issues :issue:`2702`, :issue:`2709`)
- Signatures with memory view arguments now show the expected type when embedded in docstrings. Patch by Matthew Chan and Benjamin Weigel. (Github issue :issue:`2634`)
- Some
from ... cimport ...
constructs were not correctly considered when searching modified dependencies incythonize()
to decide whether to recompile a module. Patch by Kryštof Pilnáček. (Github issue :issue:`2638`) - A struct field type in the
cpython.array
declarations was corrected. Patch by John Kirkham. (Github issue :issue:`2712`)
- PEP-489 multi-phase module initialisation has been enabled again. Module reloads in other subinterpreters raise an exception to prevent corruption of the static module state.
- A set of
mypy
compatible PEP-484 declarations were added for Cython's C data types to integrate with static analysers in typed Python code. They are available in theCython/Shadow.pyi
module and describe the types in the specialcython
module that can be used for typing in Python code. Original patch by Julian Gethmann. (Github issue :issue:`1965`) - Memoryviews are supported in PEP-484/526 style type declarations. (Github issue :issue:`2529`)
@cython.nogil
is supported as a C-function decorator in Python code. (Github issue :issue:`2557`)- Raising exceptions from nogil code will automatically acquire the GIL, instead
of requiring an explicit
with gil
block. - C++ functions can now be declared as potentially raising both C++ and Python exceptions, so that Cython can handle both correctly. (Github issue :issue:`2615`)
cython.inline()
supports a directlanguage_level
keyword argument that was previously only available via a directive.- A new language level name
3str
was added that mostly corresponds to language level 3, but keeps unprefixed string literals as type 'str' in both Py2 and Py3, and the builtin 'str' type unchanged. This will become the default in the next Cython release and is meant to help user code a) transition more easily to this new default and b) migrate to Python 3 source code semantics without making support for Python 2.x difficult. - In CPython 3.6 and later, looking up globals in the module dict is almost as fast as looking up C globals. (Github issue :issue:`2313`)
- For a Python subclass of an extension type, repeated method calls to non-overridden cpdef methods can avoid the attribute lookup in Py3.6+, which makes them 4x faster. (Github issue :issue:`2313`)
- (In-)equality comparisons of objects to integer literals are faster. (Github issue :issue:`2188`)
- Some internal and 1-argument method calls are faster.
- Modules that cimport many external extension types from other Cython modules execute less import requests during module initialisation.
- Constant tuples and slices are deduplicated and only created once per module. (Github issue :issue:`2292`)
- The coverage plugin considers more C file extensions such as
.cc
and.cxx
. (Github issue :issue:`2266`) - The
cythonize
command accepts compile time variable values (as set byDEF
) through the new-E
option. Patch by Jerome Kieffer. (Github issue :issue:`2315`) pyximport
can import from namespace packages. Patch by Prakhar Goel. (Github issue :issue:`2294`)- Some missing numpy and CPython C-API declarations were added. Patch by John Kirkham. (Github issues :issue:`2523`, :issue:`2520`, :issue:`2537`)
- Declarations for the
pylifecycle
C-API functions were added in a new .pxd filecpython.pylifecycle
. - The Pythran support was updated to work with the latest Pythran 0.8.7. Original patch by Adrien Guinet. (Github issue :issue:`2600`)
%a
is included in the string formatting types that are optimised into f-strings. In this case, it is also automatically mapped to%r
in Python 2.x.- New C macro
CYTHON_HEX_VERSION
to access Cython's version in the same style asPY_VERSION_HEX
. - Constants in
libc.math
are now declared asconst
to simplify their handling. - An additional
check_size
clause was added to thectypedef class
name specification to allow suppressing warnings when importing modules with backwards-compatiblePyTypeObject
size changes. Patch by Matti Picus. (Github issue :issue:`2627`)
- The exception handling in generators and coroutines under CPython 3.7 was adapted to the newly introduced exception stack. Users of Cython 0.28 who want to support Python 3.7 are encouraged to upgrade to 0.29 to avoid potentially incorrect error reporting and tracebacks. (Github issue :issue:`1958`)
- Crash when importing a module under Stackless Python that was built for CPython. Patch by Anselm Kruis. (Github issue :issue:`2534`)
- 2-value slicing of typed sequences failed if the start or stop index was None. Patch by Christian Gibson. (Github issue :issue:`2508`)
- Multiplied string literals lost their factor when they are part of another constant expression (e.g. 'x' * 10 + 'y' => 'xy').
- String formatting with the '%' operator didn't call the special
__rmod__()
method if the right side is a string subclass that implements it. (Python issue 28598) - The directive
language_level=3
did not apply to the first token in the source file. (Github issue :issue:`2230`) - Overriding cpdef methods did not work in Python subclasses with slots. Note that this can have a performance impact on calls from Cython code. (Github issue :issue:`1771`)
- Fix declarations of builtin or C types using strings in pure python mode. (Github issue :issue:`2046`)
- Generator expressions and lambdas failed to compile in
@cfunc
functions. (Github issue :issue:`459`) - Global names with
const
types were not excluded from star-import assignments which could lead to invalid C code. (Github issue :issue:`2621`) - Several internal function signatures were fixed that lead to warnings in gcc-8. (Github issue :issue:`2363`)
- The numpy helper functions
set_array_base()
andget_array_base()
were adapted to the current numpy C-API recommendations. Patch by Matti Picus. (Github issue :issue:`2528`) - Some NumPy related code was updated to avoid deprecated API usage. Original patch by jbrockmendel. (Github issue :issue:`2559`)
- Several C++ STL declarations were extended and corrected. Patch by Valentin Valls. (Github issue :issue:`2207`)
- C lines of the module init function were unconditionally not reported in exception stack traces. Patch by Jeroen Demeyer. (Github issue :issue:`2492`)
- When PEP-489 support is enabled, reloading the module overwrote any static module state. It now raises an exception instead, given that reloading is not actually supported.
- Object-returning, C++ exception throwing functions were not checking that the return value was non-null. Original patch by Matt Wozniski (Github issue :issue:`2603`)
- The source file encoding detection could get confused if the
c_string_encoding
directive appeared within the first two lines. (Github issue :issue:`2632`) - Cython generated modules no longer emit a warning during import when the size of the NumPy array type is larger than what was found at compile time. Instead, this is assumed to be a backwards compatible change on NumPy side.
- Cython now emits a warning when no
language_level
(2, 3 or '3str') is set explicitly, neither as acythonize()
option nor as a compiler directive. This is meant to prepare the transition of the default language level from currently Py2 to Py3, since that is what most new users will expect these days. The future default will, however, not enforce unicode literals, because this has proven a major obstacle in the support for both Python 2.x and 3.x. The next major release is intended to make this change, so that it will parse all code that does not request a specific language level as Python 3 code, but withstr
literals. The language level 2 will continue to be supported for an indefinite time. - The documentation was restructured, cleaned up and examples are now tested. The NumPy tutorial was also rewritten to simplify the running example. Contributed by Gabriel de Marmiesse. (Github issue :issue:`2245`)
- Cython compiles less of its own modules at build time to reduce the installed package size to about half of its previous size. This makes the compiler slightly slower, by about 5-7%.
- Extensions compiled with MinGW-64 under Windows could misinterpret integer objects larger than 15 bit and return incorrect results. (Github issue :issue:`2670`)
- Multiplied string literals lost their factor when they are part of another constant expression (e.g. 'x' * 10 + 'y' => 'xy').
- The discouraged usage of GCC's attribute
optimize("Os")
was replaced by the similar attributecold
to reduce the code impact of the module init functions. (Github issue :issue:`2494`) - A reference leak in Py2.x was fixed when comparing str to unicode for equality.
- Reallowing
tp_clear()
in a subtype of an@no_gc_clear
extension type generated an invalid C function call to the (non-existent) base type implementation. (Github issue :issue:`2309`) - Exception catching based on a non-literal (runtime) tuple could fail to match the exception. (Github issue :issue:`2425`)
- Compile fix for CPython 3.7.0a2. (Github issue :issue:`2477`)
- Set iteration was broken in non-CPython since 0.28.
UnicodeEncodeError
in Py2 when%s
formatting is optimised for unicode strings. (Github issue :issue:`2276`)- Work around a crash bug in g++ 4.4.x by disabling the size reduction setting of the module init function in this version. (Github issue :issue:`2235`)
- Crash when exceptions occur early during module initialisation. (Github issue :issue:`2199`)
abs()
is faster for Python long objects.- The C++11 methods
front()
andend()
were added to the declaration oflibcpp.string
. Patch by Alex Huszagh. (Github issue :issue:`2123`) - The C++11 methods
reserve()
andbucket_count()
are declared forlibcpp.unordered_map
. Patch by Valentin Valls. (Github issue :issue:`2168`)
- The copy of a read-only memoryview was considered read-only as well, whereas a common reason to copy a read-only view is to make it writable. The result of the copying is now a writable buffer by default. (Github issue :issue:`2134`)
- The
switch
statement generation failed to apply recursively to the body of converted if-statements. NULL
was sometimes rejected as exception return value when the returned type is a fused pointer type. Patch by Callie LeFave. (Github issue :issue:`2177`)- Fixed compatibility with PyPy 5.11. Patch by Matti Picus. (Github issue :issue:`2165`)
- The NumPy tutorial was rewritten to use memoryviews instead of the older buffer declaration syntax. Contributed by Gabriel de Marmiesse. (Github issue :issue:`2162`)
PyFrozenSet_New()
was accidentally used in PyPy where it is missing from the C-API.- Assignment between some C++ templated types were incorrectly rejected
when the templates mix
const
withctypedef
. (Github issue :issue:`2148`) - Undeclared C++ no-args constructors in subclasses could make the compilation
fail if the base class constructor was declared without
nogil
. (Github issue :issue:`2157`) - Bytes %-formatting inferred
basestring
(bytes or unicode) as result type in some cases wherebytes
would have been safe to infer. (Github issue :issue:`2153`) None
was accidentally disallowed as typed return value ofdict.pop()
. (Github issue :issue:`2152`)
- Cdef classes can now multiply inherit from ordinary Python classes.
(The primary base must still be a c class, possibly
object
, and the other bases must not be cdef classes.) - Type inference is now supported for Pythran compiled NumPy expressions. Patch by Nils Braun. (Github issue :issue:`1954`)
- The
const
modifier can be applied to memoryview declarations to allow read-only buffers as input. (Github issues :issue:`1605`, :issue:`1869`) - C code in the docstring of a
cdef extern
block is copied verbatimly into the generated file. Patch by Jeroen Demeyer. (Github issue :issue:`1915`) - When compiling with gcc, the module init function is now tuned for small code size instead of whatever compile flags were provided externally. Cython now also disables some code intensive optimisations in that function to further reduce the code size. (Github issue :issue:`2102`)
- Decorating an async coroutine with
@cython.iterable_coroutine
changes its type at compile time to make it iterable. While this is not strictly in line with PEP-492, it improves the interoperability with old-style coroutines that useyield from
instead ofawait
. - The IPython magic has preliminary support for JupyterLab. (Github issue :issue:`1775`)
- The new TSS C-API in CPython 3.7 is supported and has been backported. Patch by Naotoshi Seo. (Github issue :issue:`1932`)
- Cython knows the new
Py_tss_t
type defined in PEP-539 and automatically initialises variables declared with that type toPy_tss_NEEDS_INIT
, a value which cannot be used outside of static assignments. - The set methods
.remove()
and.discard()
are optimised. Patch by Antoine Pitrou. (Github issue :issue:`2042`) dict.pop()
is optimised. Original patch by Antoine Pitrou. (Github issue :issue:`2047`)- Iteration over sets and frozensets is optimised. (Github issue :issue:`2048`)
- Safe integer loops (< range(2^30)) are automatically optimised into C loops.
alist.extend([a,b,c])
is optimised into sequentiallist.append()
calls for short literal sequences.- Calls to builtin methods that are not specifically optimised into C-API calls now use a cache that avoids repeated lookups of the underlying C function. (Github issue :issue:`2054`)
- Single argument function calls can avoid the argument tuple creation in some cases.
- Some redundant extension type checks are avoided.
- Formatting C enum values in f-strings is faster, as well as some other special cases.
- String formatting with the '%' operator is optimised into f-strings in simple cases.
- Subscripting (item access) is faster in some cases.
- Some
bytearray
operations have been optimised similar tobytes
. - Some PEP-484/526 container type declarations are now considered for loop optimisations.
- Indexing into memoryview slices with
view[i][j]
is now optimised intoview[i, j]
. - Python compatible
cython.*
types can now be mixed with type declarations in Cython syntax. - Name lookups in the module and in classes are faster.
- Python attribute lookups on extension types without instance dict are faster.
- Some missing signals were added to
libc/signal.pxd
. Patch by Jeroen Demeyer. (Github issue :issue:`1914`) - The warning about repeated extern declarations is now visible by default. (Github issue :issue:`1874`)
- The exception handling of the function types used by CPython's type slot functions was corrected to match the de-facto standard behaviour, so that code that uses them directly benefits from automatic and correct exception propagation. Patch by Jeroen Demeyer. (Github issue :issue:`1980`)
- Defining the macro
CYTHON_NO_PYINIT_EXPORT
will prevent the module init function from being exported as symbol, e.g. when linking modules statically in an embedding setup. Patch by AraHaan. (Github issue :issue:`1944`)
- If a module name is explicitly provided for an
Extension()
that is compiled viacythonize()
, it was previously ignored and replaced by the source file name. It can now be used to override the target module name, e.g. for compiling prefixed accelerator modules from Python files. (Github issue :issue:`2038`) - The arguments of the
num_threads
parameter of parallel sections were not sufficiently validated and could lead to invalid C code. (Github issue :issue:`1957`) - Catching exceptions with a non-trivial exception pattern could call into CPython with a live exception set. This triggered incorrect behaviour and crashes, especially in CPython 3.7.
- The signature of the special
__richcmp__()
method was corrected to recognise the type of the first argument asself
. It was previously treated as plain object, but CPython actually guarantees that it always has the correct type. Note: this can change the semantics of user code that previously relied onself
being untyped. - Some Python 3 exceptions were not recognised as builtins when running Cython under Python 2.
- Some async helper functions were not defined in the generated C code when compiling simple async code. (Github issue :issue:`2075`)
- Line tracing did not include generators and coroutines. (Github issue :issue:`1949`)
- C++ declarations for
unordered_map
were corrected. Patch by Michael Schatzow. (Github issue :issue:`1484`) - Iterator declarations in C++
deque
andvector
were corrected. Patch by Alex Huszagh. (Github issue :issue:`1870`) - The const modifiers in the C++
string
declarations were corrected, together with the coercion behaviour of string literals into C++ strings. (Github issue :issue:`2132`) - Some declaration types in
libc.limits
were corrected. Patch by Jeroen Demeyer. (Github issue :issue:`2016`) @cython.final
was not accepted on Python classes with an@cython.cclass
decorator. (Github issue :issue:`2040`)- Cython no longer creates useless and incorrect
PyInstanceMethod
wrappers for methods in Python 3. Patch by Jeroen Demeyer. (Github issue :issue:`2105`) - The builtin
bytearray
type could not be used as base type of cdef classes. (Github issue :issue:`2106`)
- String forward references to extension types like
@cython.locals(x="ExtType")
failed to find the named type. (Github issue :issue:`1962`) - NumPy slicing generated incorrect results when compiled with Pythran. Original patch by Serge Guelton (Github issue :issue:`1946`).
- Fix "undefined reference" linker error for generators on Windows in Py3.3-3.5. (Github issue :issue:`1968`)
- Adapt to recent C-API change of
PyThreadState
in CPython 3.7. - Fix signature of
PyWeakref_GetObject()
API declaration. Patch by Jeroen Demeyer (Github issue :issue:`1975`).
- Comprehensions could incorrectly be optimised away when they appeared in boolean test contexts. (Github issue :issue:`1920`)
- The special methods
__eq__
,__lt__
etc. in extension types did not type their first argument as the type of the class butobject
. (Github issue :issue:`1935`) - Crash on first lookup of "cline_in_traceback" option during exception handling. (Github issue :issue:`1907`)
- Some nested module level comprehensions failed to compile. (Github issue :issue:`1906`)
- Compiler crash on some complex type declarations in pure mode. (Github issue :issue:`1908`)
std::unordered_map.erase()
was declared with an incorrectvoid
return type inlibcpp.unordered_map
. (Github issue :issue:`1484`)- Invalid use of C++
fallthrough
attribute before C++11 and similar issue in clang. (Github issue :issue:`1930`) - Compiler crash on misnamed properties. (Github issue :issue:`1905`)
- The Jupyter magic has a new debug option
--verbose
that shows details about the distutils invocation. Patch by Boris Filippov (Github issue :issue:`1881`).
- Py3 list comprehensions in class bodies resulted in invalid C code. (Github issue :issue:`1889`)
- Modules built for later CPython 3.5.x versions failed to import in 3.5.0/3.5.1. (Github issue :issue:`1880`)
- Deallocating fused types functions and methods kept their GC tracking enabled, which could potentially lead to recursive deallocation attempts.
- Crash when compiling in C++ mode with old setuptools versions. (Github issue :issue:`1879`)
- C++ object arguments for the constructor of Cython implemented C++ are now
passed by reference and not by value to allow for non-copyable arguments, such
as
unique_ptr
. - API-exported C++ classes with Python object members failed to compile. (Github issue :issue:`1866`)
- Some issues with the new relaxed exception value handling were resolved.
- Python classes as annotation types could prevent compilation. (Github issue :issue:`1887`)
- Cython annotation types in Python files could lead to import failures with a "cython undefined" error. Recognised types are now turned into strings.
- Coverage analysis could fail to report on extension modules on some platforms.
- Annotations could be parsed (and rejected) as types even with
annotation_typing=False
.
- PEP 489 support has been disabled by default to counter incompatibilities with import setups that try to reload or reinitialise modules.
- Extension module initialisation follows
PEP 489 in CPython 3.5+, which
resolves several differences with regard to normal Python modules. This makes
the global names
__file__
and__path__
correctly available to module level code and improves the support for module-level relative imports. (Github issues :issue:`1715`, :issue:`1753`, :issue:`1035`) - Asynchronous generators (PEP 525) and asynchronous comprehensions (PEP 530) have been implemented. Note that async generators require finalisation support in order to allow for asynchronous operations during cleanup, which is only available in CPython 3.6+. All other functionality has been backported as usual.
- Variable annotations are now parsed according to
PEP 526. Cython types (e.g.
cython.int
) are evaluated as C type declarations and everything else as Python types. This can be disabled with the directiveannotation_typing=False
. Note that most complex PEP-484 style annotations are currently ignored. This will change in future releases. (Github issue :issue:`1850`) - Extension types (also in pure Python mode) can implement the normal special methods
__eq__
,__lt__
etc. for comparisons instead of the low-level__richcmp__
method. (Github issue :issue:`690`) - New decorator
@cython.exceptval(x=None, check=False)
that makes the signature declarationsexcept x
,except? x
andexcept *
available to pure Python code. Original patch by Antonio Cuni. (Github issue :issue:`1653`) - Signature annotations are now included in the signature docstring generated by
the
embedsignature
directive. Patch by Lisandro Dalcin (Github issue :issue:`1781`). - The gdb support for Python code (
libpython.py
) was updated to the latest version in CPython 3.7 (git rev 5fe59f8). - The compiler tries to find a usable exception return value for cdef functions
with
except *
if the returned type allows it. Note that this feature is subject to safety limitations, so it is still better to provide an explicit declaration. - C functions can be assigned to function pointers with a compatible exception declaration, not only with exact matches. A side-effect is that certain compatible signature overrides are now allowed and some more mismatches of exception signatures are now detected and rejected as errors that were not detected before.
- The IPython/Jupyter magic integration has a new option
%%cython --pgo
for profile guided optimisation. It compiles the cell with PGO settings for the C compiler, executes it to generate a runtime profile, and then compiles it again using that profile for C compiler optimisation. Currently only tested with gcc. len(memoryview)
can be used in nogil sections to get the size of the first dimension of a memory view (shape[0]
). (Github issue :issue:`1733`)- C++ classes can now contain (properly refcounted) Python objects.
- NumPy dtype subarrays are now accessible through the C-API. Patch by Gerald Dalley (Github issue :issue:`245`).
- Resolves several issues with PyPy and uses faster async slots in PyPy3. Patch by Ronan Lamy (Github issues :issue:`1871`, :issue:`1878`).
- Extension types that were cimported from other Cython modules could disagree about the order of fused cdef methods in their call table. This could lead to wrong methods being called and potentially also crashes. The fix required changes to the ordering of fused methods in the call table, which may break existing compiled modules that call fused cdef methods across module boundaries, if these methods were implemented in a different order than they were declared in the corresponding .pxd file. (Github issue :issue:`1873`)
- The exception state handling in generators and coroutines could lead to exceptions in the caller being lost if an exception was raised and handled inside of the coroutine when yielding. (Github issue :issue:`1731`)
- Loops over
range(enum)
were not converted into C for-loops. Note that it is still recommended to use an explicit cast to a C integer type in this case. - Error positions of names (e.g. variables) were incorrectly reported after the name and not at the beginning of the name.
- Compile time
DEF
assignments were evaluated even when they occur inside of falsyIF
blocks. (Github issue :issue:`1796`) - Disabling the line tracing from a trace function could fail. Original patch by Dmitry Trofimov. (Github issue :issue:`1769`)
- Several issues with the Pythran integration were resolved.
- abs(signed int) now returns a signed rather than unsigned int. (Github issue :issue:`1837`)
- Reading
frame.f_locals
of a Cython function (e.g. from a debugger or profiler could modify the module globals. (Github issue :issue:`1836`) - Buffer type mismatches in the NumPy buffer support could leak a reference to the buffer owner.
- Using the "is_f_contig" and "is_c_contig" memoryview methods together could leave one of them undeclared. (Github issue :issue:`1872`)
- Compilation failed if the for-in-range loop target was not a variable but a more complex expression, e.g. an item assignment. (Github issue :issue:`1831`)
- Compile time evaluations of (partially) constant f-strings could show incorrect results.
- Escape sequences in raw f-strings (
fr'...'
) were resolved instead of passing them through as expected. - Some ref-counting issues in buffer error handling have been resolved.
- Type declarations in signature annotations are now parsed according to
PEP 484
typing. Only Cython types (e.g.
cython.int
) and Python builtin types are currently considered as type declarations. Everything else is ignored, but this will change in a future Cython release. (Github issue :issue:`1672`) - The directive
annotation_typing
is nowTrue
by default, which enables parsing type declarations from annotations. - This release no longer supports Python 3.2.
cython.view.array
was missing.__len__()
.- Extension types with a
.pxd
override for their__releasebuffer__
slot (e.g. as provided by Cython for the Pythonarray.array
type) could leak a reference to the buffer owner on release, thus not freeing the memory. (Github issue :issue:`1638`) - Auto-decoding failed in 0.26 for strings inside of C++ containers. (Github issue :issue:`1790`)
- Compile error when inheriting from C++ container types. (Github issue :issue:`1788`)
- Invalid C code in generators (declaration after code). (Github issue :issue:`1801`)
- Arithmetic operations on
const
integer variables could generate invalid code. (Github issue :issue:`1798`) - Local variables with names of special Python methods failed to compile inside of closures. (Github issue :issue:`1797`)
- Problem with indirect Emacs buffers in cython-mode. Patch by Martin Albrecht (Github issue :issue:`1743`).
- Extension types named
result
orPickleError
generated invalid unpickling code. Patch by Jason Madden (Github issue :issue:`1786`). - Bazel integration failed to compile
.py
files. Patch by Guro Bokum (Github issue :issue:`1784`). - Some include directories and dependencies were referenced with their absolute paths in the generated files despite lying within the project directory.
- Failure to compile in Py3.7 due to a modified signature of
_PyCFunctionFast()
- Pythran can be used as a backend for evaluating NumPy array expressions. Patch by Adrien Guinet (Github issue :issue:`1607`).
- cdef classes now support pickling by default when possible.
This can be disabled with the
auto_pickle
directive. - Speed up comparisons of strings if their hash value is available. Patch by Claudio Freire (Github issue :issue:`1571`).
- Support pyximport from zip files. Patch by Sergei Lebedev (Github issue :issue:`1485`).
- IPython magic now respects the
__all__
variable and ignores names with leading-underscore (likeimport *
does). Patch by Syrtis Major (Github issue :issue:`1625`). abs()
is optimised for C complex numbers. Patch by David Woods (Github issue :issue:`1648`).- The display of C lines in Cython tracebacks can now be enabled at runtime
via
import cython_runtime; cython_runtime.cline_in_traceback=True
. The default has been changed to False. - The overhead of calling fused types generic functions was reduced.
- "cdef extern" include files are now also searched relative to the current file. Patch by Jeroen Demeyer (Github issue :issue:`1654`).
- Optional optimization for re-acquiring the GIL, controlled by the fast_gil directive.
- Item lookup/assignment with a unicode character as index that is typed
(explicitly or implicitly) as
Py_UCS4
orPy_UNICODE
used the integer value instead of the Unicode string value. Code that relied on the previous behaviour now triggers a warning that can be disabled by applying an explicit cast. (Github issue :issue:`1602`) - f-string processing was adapted to changes in PEP 498 and CPython 3.6.
- Invalid C code when decoding from UTF-16(LE/BE) byte strings. (Github issue :issue:`1696`)
- Unicode escapes in 'ur' raw-unicode strings were not resolved in Py2 code. Original patch by Aaron Gallagher (Github issue :issue:`1594`).
- File paths of code objects are now relative. Original patch by Jelmer Vernooij (Github issue :issue:`1565`).
- Decorators of cdef class methods could be executed twice. Patch by Jeroen Demeyer (Github issue :issue:`1724`).
- Dict iteration using the Py2
iter*
methods failed in PyPy3. Patch by Armin Rigo (Github issue :issue:`1631`). - Several warnings in the generated code are now suppressed.
- The
unraisable_tracebacks
option now defaults toTrue
. - Coercion of C++ containers to Python is no longer automatic on attribute access (Github issue :issue:`1521`).
- Access to Python attributes of cimported modules without the corresponding import is now a compile-time (rather than runtime) error.
- Do not use special dll linkage for "cdef public" functions. Patch by Jeroen Demeyer (Github issue :issue:`1687`).
- cdef/cpdef methods must match their declarations. See Github issue :issue:`1732`. This is now a warning and will be an error in future releases.
- Fixes several issues with C++ template deduction.
- Fixes a issue with bound method type inference (Github issue :issue:`551`).
- Fixes a bug with cascaded tuple assignment (Github issue :issue:`1523`).
- Fixed or silenced many Clang warnings.
- Fixes bug with powers of pure real complex numbers (Github issue :issue:`1538`).
- Fixes a bug with
isinstance(o, Exception)
(Github issue :issue:`1496`). - Fixes bug with
cython.view.array
missing utility code in some cases (Github issue :issue:`1502`).
- The distutils extension
Cython.Distutils.build_ext
has been reverted, temporarily, to beold_build_ext
to give projects time to migrate. The new build_ext is available asnew_build_ext
.
- def/cpdef methods of cdef classes benefit from Cython's internal function implementation, which enables introspection and line profiling for them. Implementation sponsored by Turbostream (www.turbostream-cfd.com).
- Calls to Python functions are faster, following the recent "FastCall" optimisations that Victor Stinner implemented for CPython 3.6. See https://bugs.python.org/issue27128 and related issues.
- The new METH_FASTCALL calling convention for PyCFunctions is supported in CPython 3.6. See https://bugs.python.org/issue27810
- Initial support for using Cython modules in Pyston. Patch by Boxiang Sun.
- Dynamic Python attributes are allowed on cdef classes if an attribute
cdef dict __dict__
is declared in the class. Patch by empyrical. - Cython implemented C++ classes can make direct calls to base class methods. Patch by empyrical.
- C++ classes can now have typedef members. STL containers updated with value_type.
- New directive
cython.no_gc
to fully disable GC for a cdef class. Patch by Claudio Freire. - Buffer variables are no longer excluded from
locals()
. Patch by David Woods. - Building f-strings is faster, especially when formatting C integers.
- for-loop iteration over "std::string".
libc/math.pxd
providese
andpi
as alias constants to simplify usage as a drop-in replacement for Python's math module.- Speed up cython.inline().
- Binary lshift operations with small constant Python integers are faster.
- Some integer operations on Python long objects are faster in Python 2.7.
- Support for the C++
typeid
operator. - Support for bazel using a the pyx_library rule in //Tools:rules.bzl.
- Division of complex numbers avoids overflow by using Smith's method.
- Some function signatures in
libc.math
andnumpy.pxd
were incorrect. Patch by Michael Seifert.
- The "%%cython" IPython/jupyter magic now defaults to the language level of the current jupyter kernel. The language level can be set explicitly with "%%cython -2" or "%%cython -3".
- The distutils extension
Cython.Distutils.build_ext
has now been updated to use cythonize which properly handles dependencies. The old extension can still be found inCython.Distutils.old_build_ext
and is now deprecated. directive_defaults
is no longer available inCython.Compiler.Options
, useget_directive_defaults()
instead.
- IPython cell magic was lacking a good way to enable Python 3 code semantics. It can now be used as "%%cython -3".
- Follow a recent change in PEP 492
and CPython 3.5.2 that now requires the
__aiter__()
method of asynchronous iterators to be a simpledef
method instead of anasync def
method. - Coroutines and generators were lacking the
__module__
special attribute. - C++
std::complex
values failed to auto-convert from and to Python complex objects. - Namespaced C++ types could not be used as memory view types due to lack of name mangling. Patch by Ivan Smirnov.
- Assignments between identical C++ types that were declared with differently typedefed template types could fail.
- Rebuilds could fail to evaluate dependency timestamps in C++ mode. Patch by Ian Henriksen.
- Macros defined in the
distutils
compiler option do not require values anymore. Patch by Ian Henriksen. - Minor fixes for MSVC, Cygwin and PyPy.
- PEP 498: Literal String Formatting (f-strings). Original patch by Jelle Zijlstra.
- PEP 515: Underscores as visual separators in number literals.
- Parser was adapted to some minor syntax changes in Py3.6, e.g. https://bugs.python.org/issue9232
- The embedded C code comments that show the original source code
can be discarded with the new directive
emit_code_comments=False
. - Cpdef enums are now first-class iterable, callable types in Python.
- Ctuples can now be declared in pure Python code.
- Posix declarations for DLL loading and stdio extensions were added. Patch by Lars Buitinck.
- The Py2-only builtins
unicode()
,xrange()
,reduce()
andlong
are now also available in compile timeDEF
expressions when compiling with Py3. - Exception type tests have slightly lower overhead. This fixes ticket 868.
- @property syntax fully supported in cdef classes, old syntax deprecated.
- C++ classes can now be declared with default template parameters.
- C++ exceptions raised by overloaded C++ operators were not always handled. Patch by Ian Henriksen.
- C string literals were previously always stored as non-const global variables in the module. They are now stored as global constants when possible, and otherwise as non-const C string literals in the generated code that uses them. This improves compatibility with strict C compiler options and prevents non-const strings literals with the same content from being incorrectly merged.
- Compile time evaluated
str
expressions (DEF
) now behave in a more useful way by turning into Unicode strings when compiling under Python 3. This allows using them as intermediate values in expressions. Previously, they always evaluated to bytes objects. isinf()
declarations inlibc/math.pxd
andnumpy/math.pxd
now reflect the actual tristateint
return value instead of usingbint
.- Literal assignments to ctuples avoid Python tuple round-trips in some more corner cases.
- Iteration over
dict(...).items()
failed to get optimised when dict arguments included keyword arguments. - cProfile now correctly profiles cpdef functions and methods.
- Compile errors and warnings in integer type conversion code. This fixes ticket 877. Patches by Christian Neukirchen, Nikolaus Rath, Ian Henriksen.
- Reference leak when
*args
argument was reassigned in closures. - Truth-testing Unicode strings could waste time and memory in Py3.3+.
- Return values of async functions could be ignored and replaced by
None
. - Compiler crash in CPython 3.6.
- Fix prange() to behave identically to range(). The end condition was miscalculated when the range was not exactly divisible by the step.
- Optimised
all(genexpr)
/any(genexpr)
calls could warn about unused code. This fixes ticket 876.
- Memory leak when calling Python functions in PyPy.
- Compilation problem with MSVC in C99-ish mode.
- Warning about unused values in a helper macro.
- Invalid C code for some builtin methods. This fixes ticket 856 again.
- Incorrect C code in helper functions for PyLong conversion and string decoding. This fixes ticket 863, ticket 864 and ticket 865. Original patch by Nikolaus Rath.
- Large folded or inserted integer constants could use too small C integer types and thus trigger a value wrap-around.
- The coroutine and generator types of Cython now also register directly
with the
Coroutine
andGenerator
ABCs in thebackports_abc
module if it can be imported. This fixes ticket 870.
- Compiler crash when analysing some optimised expressions.
- Coverage plugin was adapted to coverage.py 4.0 beta 2.
- C++ destructor calls could fail when '&' operator is overwritten.
- Incorrect C literal generation for large integers in compile-time evaluated DEF expressions and constant folded expressions.
- Byte string constants could end up as Unicode strings when originating from compile-time evaluated DEF expressions.
- Invalid C code when caching known builtin methods. This fixes ticket 860.
ino_t
inposix.types
was not declared asunsigned
.- Declarations in
libcpp/memory.pxd
were missingoperator!()
. Patch by Leo Razoumov. - Static cdef methods can now be declared in .pxd files.
- Invalid C code for generators. This fixes ticket 858.
- Invalid C code for some builtin methods. This fixes ticket 856.
- Invalid C code for unused local buffer variables. This fixes ticket 154.
- Test failures on 32bit systems. This fixes ticket 857.
- Code that uses
from xyz import *
and global C struct/union/array variables could fail to compile due to missing helper functions. This fixes ticket 851. - Misnamed PEP 492 coroutine property
cr_yieldfrom
renamed tocr_await
to match CPython. - Missing deallocation code for C++ object attributes in certain extension class hierarchies.
- Crash when async coroutine was not awaited.
- Compiler crash on
yield
in signature annotations and default argument values. Both are forbidden now. - Compiler crash on certain constructs in
finally
clauses. - Cython failed to build when CPython's pgen is installed.
- PEP 492 (async/await) was implemented.
- PEP 448 (Additional Unpacking Generalizations) was implemented.
- Support for coverage.py 4.0+ can be enabled by adding the plugin "Cython.Coverage" to the ".coveragerc" config file.
- Annotated HTML source pages can integrate (XML) coverage reports.
- Tracing is supported in
nogil
functions/sections and module init code. - When generators are used in a Cython module and the module imports the modules "inspect" and/or "asyncio", Cython enables interoperability by patching these modules during the import to recognise Cython's internal generator and coroutine types. This can be disabled by C compiling the module with "-D CYTHON_PATCH_ASYNCIO=0" or "-D CYTHON_PATCH_INSPECT=0"
- When generators or coroutines are used in a Cython module, their types
are registered with the
Generator
andCoroutine
ABCs in thecollections
orcollections.abc
stdlib module at import time to enable interoperability with code that needs to detect and process Python generators/coroutines. These ABCs were added in CPython 3.5 and are available for older Python versions through thebackports_abc
module on PyPI. See https://bugs.python.org/issue24018 - Adding/subtracting/dividing/modulus and equality comparisons with constant Python floats and small integers are faster.
- Binary and/or/xor/rshift operations with small constant Python integers are faster.
- When called on generator expressions, the builtins
all()
,any()
,dict()
,list()
,set()
,sorted()
andunicode.join()
avoid the generator iteration overhead by inlining a part of their functionality into the for-loop. - Keyword argument dicts are no longer copied on function entry when they are not being used or only passed through to other function calls (e.g. in wrapper functions).
- The
PyTypeObject
declaration incpython.object
was extended. - The builtin
type
type is now declared as PyTypeObject in source, allowing for extern functions taking type parameters to have the correct C signatures. Note that this might break code that usestype
just for passing around Python types in typed variables. Removing the type declaration provides a backwards compatible fix. wraparound()
andboundscheck()
are available as no-ops in pure Python mode.- Const iterators were added to the provided C++ STL declarations.
- Smart pointers were added to the provided C++ STL declarations. Patch by Daniel Filonik.
NULL
is allowed as default argument when embedding signatures. This fixes ticket 843.- When compiling with
--embed
, the internal module name is changed to__main__
to allow arbitrary program names, including those that would be invalid for modules. Note that this prevents reuse of the generated C code as an importable module. - External C++ classes that overload the assignment operator can be used. Patch by Ian Henriksen.
- Support operator bool() for C++ classes so they can be used in if statements.
- Calling "yield from" from Python on a Cython generator that returned a value triggered a crash in CPython. This is now being worked around. See https://bugs.python.org/issue23996
- Language level 3 did not enable true division (a.k.a. float division) for integer operands.
- Functions with fused argument types that included a generic 'object' fallback could end up using that fallback also for other explicitly listed object types.
- Relative cimports could accidentally fall back to trying an absolute cimport on failure.
- The result of calling a C struct constructor no longer requires an intermediate assignment when coercing to a Python dict.
- C++ exception declarations with mapping functions could fail to compile when pre-declared in .pxd files.
cpdef void
methods are now permitted.abs(cint)
could fail to compile in MSVC and used sub-optimal code in C++. Patch by David Vierra, original patch by Michael Enßlin.- Buffer index calculations using index variables with small C integer types could overflow for large buffer sizes. Original patch by David Vierra.
- C unions use a saner way to coerce from and to Python dicts.
- When compiling a module
foo.pyx
, the directories insys.path
are no longer searched when looking forfoo.pxd
. Patch by Jeroen Demeyer. - Memory leaks in the embedding main function were fixed. Original patch by Michael Enßlin.
- Some complex Python expressions could fail to compile inside of finally clauses.
- Unprefixed 'str' literals were not supported as C varargs arguments.
- Fixed type errors in conversion enum types to/from Python. Note that this imposes stricter correctness requirements on enum declarations.
- Changed mangling scheme in header files generated by
cdef api
declarations. - Installation under CPython 3.3+ no longer requires a pass of the 2to3 tool. This also makes it possible to run Cython in Python 3.3+ from a source checkout without installing it first. Patch by Petr Viktorin.
jedi-typer.py
(inTools/
) was extended and renamed tojedityper.py
(to make it importable) and now works with and requires Jedi 0.9. Patch by Tzer-jen Wei.
- Crash when returning values on generator termination.
- In some cases, exceptions raised during internal isinstance() checks were not propagated.
- Runtime reported file paths of source files (e.g for profiling and tracing) are now relative to the build root directory instead of the main source file.
- Tracing exception handling code could enter the trace function with an active exception set.
- The internal generator function type was not shared across modules.
- Comparisons of (inferred) ctuples failed to compile.
- Closures inside of cdef functions returning
void
failed to compile. - Using
const
C++ references in intermediate parts of longer expressions could fail to compile. - C++ exception declarations with mapping functions could fail to compile when pre-declared in .pxd files.
- C++ compilation could fail with an ambiguity error in recent MacOS-X Xcode versions.
- C compilation could fail in pypy3.
- Fixed a memory leak in the compiler when compiling multiple modules.
- When compiling multiple modules, external library dependencies could leak into later compiler runs. Fix by Jeroen Demeyer. This fixes ticket 845.
- C functions can coerce to Python functions, which allows passing them around as callable objects.
- C arrays can be assigned by value and auto-coerce from Python iterables and to Python lists (and tuples).
- Extern C functions can now be declared as cpdef to export them to the module's Python namespace. Extern C functions in pxd files export their values to their own module, iff it exists.
- Anonymous C tuple types can be declared as (ctype1, ctype2, ...).
- PEP 479: turn accidental StopIteration exceptions that exit generators into a RuntimeError, activated with future import "generator_stop".
- Looping over
reversed(range())
is optimised in the same way asrange()
. Patch by Favian Contreras.
- Mismatching 'except' declarations on signatures in .pxd and .pyx files failed to produce a compile error.
- Failure to find any files for the path pattern(s) passed into
cythonize()
is now an error to more easily detect accidental typos. - The
logaddexp
family of functions innumpy.math
now has correct declarations. - In Py2.6/7 and Py3.2, simple Cython memory views could accidentally be interpreted as non-contiguous by CPython, which could trigger a CPython bug when copying data from them, thus leading to data corruption. See CPython issues 12834 and 23349.
- Preliminary support for defining the Cython language with a formal grammar. To try parsing your files against this grammar, use the --formal_grammar directive. Experimental.
_
is no longer considered a cacheable builtin as it could interfere with gettext.- Cythonize-computed metadata now cached in the generated C files.
- Several corrections and extensions in numpy, cpython, and libcpp pxd files.
- Crash when assigning a C value to both a Python and C target at the same time.
- Automatic coercion from C++ strings to
str
generated incomplete code that failed to compile. - Declaring a constructor in a C++ child class erroneously required a default constructor declaration in the super class.
resize_smart()
incpython.array
was broken.- Functions in
libcpp.cast
are now declared asnogil
. - Some missing C-API declarations were added.
- Py3 main code in embedding program code was lacking casts.
- Exception related to distutils "Distribution" class type in pyximport under latest CPython 2.7 and 3.4 releases when setuptools is being imported later.
- New
cythonize
option-a
to generate the annotated HTML source view. - Missing C-API declarations in
cpython.unicode
were added. - Passing
language='c++'
into cythonize() globally enables C++ mode for all modules that were not passed as Extension objects (i.e. only source files and file patterns). Py_hash_t
is a known type (used in CPython for hash values).PySlice_*()
C-API functions are available from thecpython.slice
module.- Allow arrays of C++ classes.
- Reference leak for non-simple Python expressions in boolean and/or expressions.
- To fix a name collision and to reflect availability on host platforms, standard C declarations [ clock(), time(), struct tm and tm* functions ] were moved from posix/time.pxd to a new libc/time.pxd. Patch by Charles Blake.
- Rerunning unmodified modules in IPython's cython support failed. Patch by Matthias Bussonier.
- Casting C++
std::string
to Python byte strings failed when auto-decoding was enabled. - Fatal exceptions in global module init code could lead to crashes if the already created module was used later on (e.g. through a stale reference in sys.modules or elsewhere).
cythonize.py
script was not installed on MS-Windows.
- Compilation no longer fails hard when unknown compilation options are passed. Instead, it raises a warning and ignores them (as it did silently before 0.21). This will be changed back to an error in a future release.
- C (cdef) functions allow inner Python functions.
- Enums can now be declared as cpdef to export their values to the module's Python namespace. Cpdef enums in pxd files export their values to their own module, iff it exists.
- Allow @staticmethod decorator to declare static cdef methods. This is especially useful for declaring "constructors" for cdef classes that can take non-Python arguments.
- Taking a
char*
from a temporary Python string object is safer in more cases and can be done inside of non-trivial expressions, including arguments of a function call. A compile time error is raised only when such a pointer is assigned to a variable and would thus exceed the lifetime of the string itself. - Generators have new properties
__name__
and__qualname__
that provide the plain/qualified name of the generator function (following CPython 3.5). See https://bugs.python.org/issue21205 - The
inline
function modifier is available as a decorator@cython.inline
in pure mode. - When cygdb is run in a virtualenv, it enables the same virtualenv inside of the debugger. Patch by Marc Abramowitz.
- PEP 465: dedicated infix operator for matrix multiplication (A @ B).
- HTML output of annotated code uses Pygments for code highlighting and generally received a major overhaul by Matthias Bussonier.
- IPython magic support is now available directly from Cython with the command "%load_ext cython". Cython code can directly be executed in a cell when marked with "%%cython". Code analysis is available with "%%cython -a". Patch by Martín Gaitán.
- Simple support for declaring Python object types in Python signature
annotations. Currently requires setting the compiler directive
annotation_typing=True
. - New directive
use_switch
(defaults to True) to optionally disable the optimization of chained if statement to C switch statements. - Defines dynamic_cast et al. in
libcpp.cast
and C++ heap data structure operations inlibcpp.algorithm
. - Shipped header declarations in
posix.*
were extended to cover more of the POSIX API. Patches by Lars Buitinck and Mark Peek.
- Simple calls to C implemented Python functions/methods are faster. This also speeds up many operations on builtins that Cython cannot otherwise optimise.
- The "and"/"or" operators try to avoid unnecessary coercions of their arguments. They now evaluate the truth value of each argument independently and only coerce the final result of the whole expression to the target type (e.g. the type on the left side of an assignment). This also avoids reference counting overhead for Python values during evaluation and generally improves the code flow in the generated C code.
- The Python expression "2 ** N" is optimised into bit shifting. See https://bugs.python.org/issue21420
- Cascaded assignments (a = b = ...) try to minimise the number of type coercions.
- Calls to
slice()
are translated to a straight C-API call.
- Crash when assigning memory views from ternary conditional expressions.
- Nested C++ templates could lead to unseparated ">>" characters being generated into the C++ declarations, which older C++ compilers could not parse.
- Sending SIGINT (Ctrl-C) during parallel cythonize() builds could hang the child processes.
- No longer ignore local setup.cfg files for distutils in pyximport. Patch by Martin Teichmann.
- Taking a
char*
from an indexed Python string generated unsafe reference counting code. - Set literals now create all of their items before trying to add them to the set, following the behaviour in CPython. This makes a difference in the rare case that the item creation has side effects and some items are not hashable (or if hashing them has side effects, too).
- Cython no longer generates the cross product of C functions for code
that uses memory views of fused types in function signatures (e.g.
cdef func(floating[:] a, floating[:] b)
). This is considered the expected behaviour by most users and was previously inconsistent with other structured types like C arrays. Code that really wants all type combinations can create the same fused memoryview type under different names and use those in the signature to make it clear which types are independent. - Names that were unknown at compile time were looked up as builtins at runtime but not as global module names. Trying both lookups helps with globals() manipulation.
- Fixed stl container conversion for typedef element types.
obj.pop(x)
truncated large C integer values of x toPy_ssize_t
.__init__.pyc
is recognised as marking a package directory (in addition to .py, .pyx and .pxd).- Syntax highlighting in
cython-mode.el
for Emacs no longer incorrectly highlights keywords found as part of longer names. - Correctly handle
from cython.submodule cimport name
. - Fix infinite recursion when using super with cpdef methods.
- No-args
dir()
was not guaranteed to return a sorted list.
- The header line in the generated C files no longer contains the timestamp but only the Cython version that wrote it. This was changed to make builds more reproducible.
- Removed support for CPython 2.4, 2.5 and 3.1.
- The licensing implications on the generated code were clarified to avoid legal constraints for users.
- Some optimisations for set/frozenset instantiation.
- Support for C++ unordered_set and unordered_map.
- Access to attributes of optimised builtin methods (e.g.
[].append.__name__
) could fail to compile. - Memory leak when extension subtypes add a memory view as attribute to those of the parent type without having Python object attributes or a user provided dealloc method.
- Compiler crash on readonly properties in "binding" mode.
- Auto-encoding with
c_string_encoding=ascii
failed in Py3.3. - Crash when subtyping freelist enabled Cython extension types with
Python classes that use
__slots__
. - Freelist usage is restricted to CPython to avoid problems with other Python implementations.
- Memory leak in memory views when copying overlapping, contiguous slices.
- Format checking when requesting non-contiguous buffers from
cython.array
objects was accidentally omitted in Py3. - C++ destructor calls in extension types could fail to compile in clang.
- Buffer format validation failed for sequences of strings in structs.
- Docstrings on extension type attributes in .pxd files were rejected.
- Build error under recent MacOS-X versions where
isspace()
could not be resolved by clang. - List/Tuple literals multiplied by more than one factor were only multiplied by the last factor instead of all.
- Lookups of special methods (specifically for context managers) could fail in Python <= 2.6/3.1.
- Local variables were erroneously appended to the signature introspection of Cython implemented functions with keyword-only arguments under Python 3.
- In-place assignments to variables with inferred Python builtin/extension types could fail with type errors if the result value type was incompatible with the type of the previous value.
- The C code generation order of cdef classes, closures, helper code, etc. was not deterministic, thus leading to high code churn.
- Type inference could fail to deduce C enum types.
- Type inference could deduce unsafe or inefficient types from integer assignments within a mix of inferred Python variables and integer variables.
- Support for CPython 3.4.
- Support for calling C++ template functions.
yield
is supported infinally
clauses.- The C code generated for finally blocks is duplicated for each exit case to allow for better optimisations by the C compiler.
- Cython tries to undo the Python optimisationism of assigning a bound method to a local variable when it can generate better code for the direct call.
- Constant Python float values are cached.
- String equality comparisons can use faster type specific code in more cases than before.
- String/Unicode formatting using the '%' operator uses a faster C-API call.
bytearray
has become a known type and supports coercion from and to C strings. Indexing, slicing and decoding is optimised. Note that this may have an impact on existing code due to type inference.- Using
cdef basestring stringvar
and function arguments typed asbasestring
is now meaningful and allows assigning exactlystr
andunicode
objects, but no subtypes of these types. - Support for the
__debug__
builtin. - Assertions in Cython compiled modules are disabled if the running Python interpreter was started with the "-O" option.
- Some types that Cython provides internally, such as functions and generators, are now shared across modules if more than one Cython implemented module is imported.
- The type inference algorithm works more fine granular by taking the results of the control flow analysis into account.
- A new script in
bin/cythonize
provides a command line frontend to the cythonize() compilation function (including distutils build). - The new extension type decorator
@cython.no_gc_clear
prevents objects from being cleared during cyclic garbage collection, thus making sure that object attributes are kept alive until deallocation. - During cyclic garbage collection, attributes of extension types that cannot create reference cycles due to their type (e.g. strings) are no longer considered for traversal or clearing. This can reduce the processing overhead when searching for or cleaning up reference cycles.
- Package compilation (i.e.
__init__.py
files) now works, starting with Python 3.3. - The cython-mode.el script for Emacs was updated. Patch by Ivan Andrus.
- An option common_utility_include_dir was added to cythonize() to save oft-used utility code once in a separate directory rather than as part of each generated file.
unraisable_tracebacks
directive added to control printing of tracebacks of unraisable exceptions.
- Abstract Python classes that subtyped a Cython extension type failed to raise an exception on instantiation, and thus ended up being instantiated.
set.add(a_tuple)
andset.discard(a_tuple)
failed with a TypeError in Py2.4.- The PEP 3155
__qualname__
was incorrect for nested classes and inner classes/functions declared asglobal
. - Several corner cases in the try-finally statement were fixed.
- The metaclass of a Python class was not inherited from its parent
class(es). It is now extracted from the list of base classes if not
provided explicitly using the Py3
metaclass
keyword argument. In Py2 compilation mode, a__metaclass__
entry in the class dict will still take precedence if not using Py3 metaclass syntax, but only after creating the class dict (which may have been done by a metaclass of a base class, see PEP 3115). It is generally recommended to use the explicit Py3 syntax to define metaclasses for Python types at compile time. - The automatic C switch statement generation behaves more safely for heterogeneous value types (e.g. mixing enum and char), allowing for a slightly wider application and reducing corner cases. It now always generates a 'default' clause to avoid C compiler warnings about unmatched enum values.
- Fixed a bug where class hierarchies declared out-of-order could result in broken generated code.
- Fixed a bug which prevented overriding const methods of C++ classes.
- Fixed a crash when converting Python objects to C++ strings fails.
- In Py3 compilation mode, Python2-style metaclasses declared by a
__metaclass__
class dict entry are ignored. - In Py3.4+, the Cython generator type uses
tp_finalize()
for safer cleanup instead oftp_del()
.
- Some standard declarations were fixed or updated, including the previously
incorrect declaration of
PyBuffer_FillInfo()
and some missing bits inlibc.math
. - Heap allocated subtypes of
type
used the wrong base type struct at the C level. - Calling the unbound method dict.keys/value/items() in dict subtypes could call the bound object method instead of the unbound supertype method.
- "yield" wasn't supported in "return" value expressions.
- Using the "bint" type in memory views lead to unexpected results. It is now an error.
- Assignments to global/closure variables could catch them in an illegal state while deallocating the old value.
- Completely empty C-API structs for extension type slots (protocols like number/mapping/sequence) are no longer generated into the C code.
- Docstrings that directly follow a public/readonly attribute declaration in a cdef class will be used as docstring of the auto-generated property. This fixes ticket 206.
- The automatic signature documentation tries to preserve more semantics
of default arguments and argument types. Specifically,
bint
arguments now appear as typebool
. - A warning is emitted when negative literal indices are found inside of
a code section that disables
wraparound
handling. This helps with fixing invalid code that might fail in the face of future compiler optimisations. - Constant folding for boolean expressions (and/or) was improved.
- Added a build_dir option to cythonize() which allows one to place the generated .c files outside the source tree.
isinstance(X, type)
failed to get optimised into a call toPyType_Check()
, as done for other builtin types.- A spurious
from datetime cimport *
was removed from the "cpython" declaration package. This means that the "datetime" declarations (added in 0.19) are no longer available directly from the "cpython" namespace, but only from "cpython.datetime". This is the correct way of doing it because the declarations refer to a standard library module, not the core CPython C-API itself. - The C code for extension types is now generated in topological order instead of source code order to avoid C compiler errors about missing declarations for subtypes that are defined before their parent.
- The
memoryview
type name no longer shows up in the module dict of modules that use memory views. This fixes trac ticket 775. - Regression in 0.19 that rejected valid C expressions from being used in C array size declarations.
- In C++ mode, the C99-only keyword
restrict
could accidentally be seen by the GNU C++ compiler. It is now specially handled for both GCC and MSVC. - Testing large (> int) C integer values for their truth value could fail due to integer wrap-around.
- New directives
c_string_type
andc_string_encoding
to more easily and automatically convert between C strings and the different Python string types. - The extension type flag
Py_TPFLAGS_HAVE_VERSION_TAG
is enabled by default on extension types and can be disabled using thetype_version_tag
compiler directive. - EXPERIMENTAL support for simple Cython code level line tracing. Enabled by the "linetrace" compiler directive.
- Cython implemented functions make their argument and return type annotations
available through the
__annotations__
attribute (PEP 3107). - Access to non-cdef module globals and Python object attributes is faster.
Py_UNICODE*
coerces from and to Python unicode strings. This is helpful when talking to Windows APIs, which use compatible wchar_t arrays for strings. Note that thePy_UNICODE
type is otherwise deprecated as of CPython 3.3.isinstance(obj, basestring)
is optimised. In Python 3 it only tests for instances ofstr
(i.e. Py2unicode
).- The
basestring
builtin is mapped tostr
(i.e. Py2unicode
) when compiling the generated C code under Python 3. - Closures use freelists, which can speed up their creation quite substantially. This is also visible for short running generator expressions, for example.
- A new class decorator
@cython.freelist(N)
creates a static freelist of N instances for an extension type, thus avoiding the costly allocation step if possible. This can speed up object instantiation by 20-30% in suitable scenarios. Note that freelists are currently only supported for base types, not for types that inherit from others. - Fast extension type instantiation using the
Type.__new__(Type)
idiom has gained support for passing arguments. It is also a bit faster for types defined inside of the module. - The Python2-only dict methods
.iter*()
and.view*()
(requires Python 2.7) are automatically mapped to the equivalent keys/values/items methods in Python 3 for typed dictionaries. - Slicing unicode strings, lists and tuples is faster.
- list.append() is faster on average.
raise Exception() from None
suppresses the exception context in Py3.3.- Py3 compatible
exec(tuple)
syntax is supported in Py2 code. - Keyword arguments are supported for cdef functions.
- External C++ classes can be declared nogil. Patch by John Stumpo. This fixes trac ticket 805.
- 2-value slicing of unknown objects passes the correct slice when the
getitem
protocol is used instead of thegetslice
protocol (especially in Python 3), i.e.None
values for missing bounds instead of[0,maxsize]
. It is also a bit faster in some cases, e.g. for constant bounds. This fixes trac ticket 636. - Cascaded assignments of None values to extension type variables failed with
a
TypeError
at runtime. - The
__defaults__
attribute was not writable for Cython implemented functions. - Default values of keyword-only arguments showed up in
__defaults__
instead of__kwdefaults__
(which was not implemented). Both are available for Cython implemented functions now, as specified in Python 3.x. yield
works inside ofwith gil
sections. It previously lead to a crash. This fixes trac ticket 803.- Static methods without explicitly named positional arguments (e.g. having only
*args
) crashed when being called. This fixes trac ticket 804. dir()
without arguments previously returned an unsorted list, which now gets sorted as expected.dict.items()
,dict.keys()
anddict.values()
no longer return lists in Python 3.- Exiting from an
except-as
clause now deletes the exception in Python 3 mode. - The declarations of
frexp()
andldexp()
inmath.pxd
were incorrect.
- Named Unicode escapes ("N{...}") are supported.
- Python functions/classes provide the special attribute "__qualname__" as defined by PEP 3155.
- Added a directive
overflowcheck
which raises an OverflowException when arithmetic with C ints overflow. This has a modest performance penalty, but is much faster than using Python ints. - Calls to nested Python functions are resolved at compile time.
- Type inference works across nested functions.
py_bytes_string.decode(...)
is optimised.- C
const
declarations are supported in the language.
- Automatic C++ exception mapping didn't work in nogil functions (only in "with nogil" blocks).
- Garbage collection triggered during deallocation of container classes could lead to a double-deallocation.
- During final interpreter cleanup (with types cleanup enabled at compile time), extension types that inherit from base types over more than one level that were cimported from other modules could lead to a crash.
- Weak-reference support in extension types (with a
cdef __weakref__
attribute) generated incorrect deallocation code. - In CPython 3.3, converting a Unicode character to the Py_UNICODE type could fail to raise an overflow for non-BMP characters that do not fit into a wchar_t on the current platform.
- Negative C integer constants lost their longness suffix in the generated C code.
cythonize()
gained a best effort compile mode that can be used to simply ignore .py files that fail to compile.
- Replacing an object reference with the value of one of its cdef attributes could generate incorrect C code that accessed the object after deleting its last reference.
- C-to-Python type coercions during cascaded comparisons could generate invalid C code, specifically when using the 'in' operator.
- "obj[1,]" passed a single integer into the item getter instead of a tuple.
- Cyclic imports at module init time did not work in Py3.
- The names of C++ destructors for template classes were built incorrectly.
- In pure mode, type casts in Cython syntax and the C ampersand operator are now rejected. Use the pure mode replacements instead.
- In pure mode, C type names and the sizeof() function are no longer recognised as such and can be used as normal Python names.
- The extended C level support for the CPython array type was declared too late to be used by user defined classes.
- C++ class nesting was broken.
- Better checking for required nullary constructors for stack-allocated C++ instances.
- Remove module docstring in no-docstring mode.
- Fix specialization for varargs function signatures.
- Fix several compiler crashes.
- An experimental distutils script for compiling the CPython standard library was added as Tools/cystdlib.py.
- A reference leak was fixed in the new dict iteration code when the loop target was not a plain variable but an unpacked tuple.
- Memory views did not handle the special case of a NULL buffer strides value, as allowed by PEP3118.
- Alpha quality support for compiling and running Cython generated extension modules in PyPy (through cpyext). Note that this requires at least PyPy 1.9 and in many cases also adaptations in user code, especially to avoid borrowed references when no owned reference is being held directly in C space (a reference in a Python list or dict is not enough, for example). See the documentation on porting Cython code to PyPy.
- "yield from" is supported (PEP 380) and a couple of minor problems with generators were fixed.
- C++ STL container classes automatically coerce from and to the equivalent Python container types on typed assignments and casts. Note that the data in the containers is copied during this conversion.
- C++ iterators can now be iterated over using "for x in cpp_container" whenever cpp_container has begin() and end() methods returning objects satisfying the iterator pattern (that is, it can be incremented, dereferenced, and compared (for non-equality)).
- cdef classes can now have C++ class members (provided a zero-argument constructor exists)
- A new cpython.array standard cimport file allows to efficiently talk to the stdlib array.array data type in Python 2. Since CPython does not export an official C-API for this module, it receives special casing by the compiler in order to avoid setup overhead on user side. In Python 3, both buffers and memory views on the array type already worked out of the box with earlier versions of Cython due to the native support for the buffer interface in the Py3 array module.
- Fast dict iteration is now enabled optimistically also for untyped variables when the common iteration methods are used.
- The unicode string processing code was adapted for the upcoming CPython 3.3 (PEP 393, new Unicode buffer layout).
- Buffer arguments and memory view arguments in Python functions can be declared "not None" to raise a TypeError on None input.
- c(p)def functions in pure mode can specify their return type with "@cython.returns()".
- Automatic dispatch for fused functions with memoryview arguments
- Support newaxis indexing for memoryviews
- Support decorators for fused functions
- Old-style Py2 imports did not work reliably in Python 3.x and were broken in Python 3.3. Regardless of this fix, it's generally best to be explicit about relative and global imports in Cython code because old-style imports have a higher overhead. To this end, "from __future__ import absolute_import" is supported in Python/Cython 2.x code now (previous versions of Cython already used it when compiling Python 3 code).
- Stricter constraints on the "inline" and "final" modifiers. If your code does not compile due to this change, chances are these modifiers were previously being ignored by the compiler and can be removed without any performance regression.
- Exceptions are always instantiated while raising them (as in Python), instead of risking to instantiate them in potentially unsafe situations when they need to be handled or otherwise processed.
- locals() properly ignores names that do not have Python compatible types (including automatically inferred types).
- Some garbage collection issues of memory views were fixed.
- numpy.pxd compiles in Python 3 mode.
- Several C compiler warnings were fixed.
- Several bugs related to memoryviews and fused types were fixed.
- Several bug-fixes and improvements related to cythonize(), including ccache-style caching.
- libc.string provides a convenience declaration for const uchar in addition to const char.
- User declared char* types are now recognised as such and auto-coerce to and from Python bytes strings.
- callable() and next() compile to more efficient C code.
- list.append() is faster on average.
- Modules generated by @cython.inline() are written into the directory pointed to by the environment variable CYTHON_CACHE_DIR if set.
- Enhancements to Cython's function type (support for weak references, default arguments, code objects, dynamic attributes, classmethods, staticmethods, and more)
- Fused Types - Template-like support for functions and methods CEP 522 (docs)
- Typed views on memory - Support for efficient direct and indirect buffers (indexing, slicing, transposing, ...) CEP 517 (docs)
- super() without arguments
- Final cdef methods (which translate into direct calls on known instances)
- fix alignment handling for record types in buffer support
- support default arguments for closures
- search sys.path for pxd files
- support C++ template casting
- faster traceback building and faster generator termination
- support inplace operators on indexed buffers
- allow nested prange sections
- Generators (yield) - Cython has full support for generators, generator expressions and PEP 342 coroutines.
- The nonlocal keyword is supported.
- Re-acquiring the gil: with gil - works as expected within a nogil context.
- OpenMP support: prange.
- Control flow analysis prunes dead code and emits warnings and errors about uninitialised variables.
- Debugger command cy set to assign values of expressions to Cython variables and cy exec counterpart $cy_eval().
- Exception chaining PEP 3134.
- Relative imports PEP 328.
- Improved pure syntax including cython.cclass, cython.cfunc, and cython.ccall.
- The with statement has its own dedicated and faster C implementation.
- Support for del.
- Boundschecking directives implemented for builtin Python sequence types.
- Several updates and additions to the shipped standard library .pxd files.
- Forward declaration of types is no longer required for circular references.
- Uninitialized variables are no longer initialized to None and accessing them has the same semantics as standard Python.
- globals() now returns a read-only dict of the Cython module's globals, rather than the globals of the first non-Cython module in the stack
- Many C++ exceptions are now special cased to give closer Python counterparts. This means that except+ functions that formerly raised generic RuntimeErrors may raise something else such as ArithmeticError.
- The inlined generator expressions (introduced in Cython 0.13) were disabled in favour of full generator expression support. This breaks code that previously used them inside of cdef functions (usage in def functions continues to work) and induces a performance regression for cases that continue to work but that were previously inlined. We hope to reinstate this feature in the near future.
- The gdb debugging support was extended to include all major Cython features, including closures.
- raise MemoryError() is now safe to use as Cython replaces it with the correct C-API call.
- Decorators on special methods of cdef classes now raise a compile time error rather than being ignored.
- In Python 3 language level mode (-3 option), the 'str' type is now mapped to 'unicode', so that cdef str s declares a Unicode string even when running in Python 2.
- Python classes can now be nested and receive a proper closure at definition time.
- Redefinition is supported for Python functions, even within the same scope.
- Lambda expressions are supported in class bodies and at the module level.
- Metaclasses are supported for Python classes, both in Python 2 and Python 3 syntax. The Python 3 syntax (using a keyword argument in the type declaration) is preferred and optimised at compile time.
- "final" extension classes prevent inheritance in Python space. This feature is available through the new "cython.final" decorator. In the future, these classes may receive further optimisations.
- "internal" extension classes do not show up in the module dictionary. This feature is available through the new "cython.internal" decorator.
- Extension type inheritance from builtin types, such as "cdef class MyUnicode(unicode)", now works without further external type redeclarations (which are also strongly discouraged now and continue to issue a warning).
- GDB support. https://docs.cython.org/src/userguide/debugging.html
- A new build system with support for inline distutils directives, correct dependency tracking, and parallel compilation. https://github.com/cython/cython/wiki/enhancements-distutils_preprocessing
- Support for dynamic compilation at runtime via the new cython.inline function and cython.compile decorator. https://github.com/cython/cython/wiki/enhancements-inline
- "nogil" blocks are supported when compiling pure Python code by writing "with cython.nogil".
- Iterating over arbitrary pointer types is now supported, as is an optimized version of the in operator, e.g. x in ptr[a:b].
- In parallel assignments, the right side was evaluated in reverse order in 0.13. This could result in errors if it had side effects (e.g. function calls).
- In some cases, methods of builtin types would raise a SystemError instead of an AttributeError when called on None.
- Constant tuples are now cached over the lifetime of an extension module, just like CPython does. Constant argument tuples of Python function calls are also cached.
- Closures have tightened to include exactly the names used in the inner functions and classes. Previously, they held the complete locals of the defining function.
- The builtin "next()" function in Python 2.6 and later is now implemented internally and therefore available in all Python versions. This makes it the preferred and portable way of manually advancing an iterator.
- In addition to the previously supported inlined generator expressions in 0.13, "sorted(genexpr)" can now be used as well. Typing issues were fixed in "sum(genexpr)" that could lead to invalid C code being generated. Other known issues with inlined generator expressions were also fixed that make upgrading to 0.14 a strong recommendation for code that uses them. Note that general generators and generator expressions continue to be not supported.
- Inplace arithmetic operators now respect the cdivision directive and are supported for complex types.
- Typing a variable as type "complex" previously gave it the Python object type. It now uses the appropriate C/C++ double complex type. A side-effect is that assignments and typed function parameters now accept anything that Python can coerce to a complex, including integers and floats, and not only complex instances.
- Large integer literals pass through the compiler in a safer way. To prevent truncation in C code, non 32-bit literals are turned into Python objects if not used in a C context. This context can either be given by a clear C literal suffix such as "UL" or "LL" (or "L" in Python 3 code), or it can be an assignment to a typed variable or a typed function argument, in which case it is up to the user to take care of a sufficiently large value space of the target.
- Python functions are declared in the order they appear in the file, rather than all being created at module creation time. This is consistent with Python and needed to support, for example, conditional or repeated declarations of functions. In the face of circular imports this may cause code to break, so a new --disable-function-redefinition flag was added to revert to the old behavior. This flag will be removed in a future release, so should only be used as a stopgap until old code can be fixed.
- Closures are fully supported for Python functions. Cython supports inner functions and lambda expressions. Generators and generator expressions are not supported in this release.
- Proper C++ support. Cython knows about C++ classes, templates and overloaded function signatures, so that Cython code can interact with them in a straight forward way.
- Type inference is enabled by default for safe C types (e.g. double, bint, C++ classes) and known extension types. This reduces the need for explicit type declarations and can improve the performance of untyped code in some cases. There is also a verbose compile mode for testing the impact on user code.
- Cython's for-in-loop can iterate over C arrays and sliced pointers. The type of the loop variable will be inferred automatically in this case.
- The Py_UNICODE integer type for Unicode code points is fully supported, including for-loops and 'in' tests on unicode strings. It coerces from and to single character unicode strings. Note that untyped for-loop variables will automatically be inferred as Py_UNICODE when iterating over a unicode string. In most cases, this will be much more efficient than yielding sliced string objects, but can also have a negative performance impact when the variable is used in a Python context multiple times, so that it needs to coerce to a unicode string object more than once. If this happens, typing the loop variable as unicode or object will help.
- The built-in functions any(), all(), sum(), list(), set() and dict() are inlined as plain for loops when called on generator expressions. Note that generator expressions are not generally supported apart from this feature. Also, tuple(genexpr) is not currently supported - use tuple([listcomp]) instead.
- More shipped standard library declarations. The python_* and stdlib/stdio .pxd files have been deprecated in favor of clib.* and cpython[.*] and may get removed in a future release.
- Pure Python mode no longer disallows non-Python keywords like 'cdef', 'include' or 'cimport'. It also no longer recognises syntax extensions like the for-from loop.
- Parsing has improved for Python 3 syntax in Python code, although not all features are correctly supported. The missing Python 3 features are being worked on for the next release.
- from __future__ import print_function is supported in Python 2.6 and later. Note that there is currently no emulation for earlier Python versions, so code that uses print() with this future import will require at least Python 2.6.
- New compiler directive language_level (valid values: 2 or 3) with corresponding command line options -2 and -3 requests source code compatibility with Python 2.x or Python 3.x respectively. Language level 3 currently enforces unicode literals for unprefixed string literals, enables the print function (requires Python 2.6 or later) and keeps loop variables in list comprehensions from leaking.
- Loop variables in set/dict comprehensions no longer leak into the surrounding scope (following Python 2.7). List comprehensions are unchanged in language level 2.
- print >> stream
The availability of type inference by default means that Cython will also infer the type of pointers on assignments. Previously, code like this:
cdef char* s = ... untyped_variable = s
would convert the char* to a Python bytes string and assign that. This is no longer the case and no coercion will happen in the example above. The correct way of doing this is through an explicit cast or by typing the target variable, i.e.
cdef char* s = ... untyped_variable1 = <bytes>s untyped_variable2 = <object>s cdef object py_object = s cdef bytes bytes_string = s
bool is no longer a valid type name by default. The problem is that it's not clear whether bool should refer to the Python type or the C++ type, and expecting one and finding the other has already led to several hard-to-find bugs. Both types are available for importing: you can use from cpython cimport bool for the Python bool type, and from libcpp cimport bool for the C++ type. bool is still a valid object by default, so one can still write bool(x).
__getsegcount__
is now correctly typed to take aPy_size_t*
rather than anint*
.
- Type inference improvements.
- There have been several bug fixes and improvements to the type inferencer.
- Notably, there is now a "safe" mode enabled by setting the infer_types directive to None. (The None here refers to the "default" mode, which will be the default in 0.13.) This safe mode limits inference to Python object types and C doubles, which should speed up execution without affecting any semantics such as integer overflow behavior like infer_types=True might. There is also an infer_types.verbose option which allows one to see what types are inferred.
- The boundscheck directive works for lists and tuples as well as buffers.
- len(s) and s.decode("encoding") are efficiently supported for char* s.
- Cython's INLINE macro has been renamed to CYTHON_INLINE to reduce conflict and has better support for the MSVC compiler on Windows. It is no longer clobbered if externally defined.
- Revision history is now omitted from the source package, resulting in a 85% size reduction. Running make repo will download the history and turn the directory into a complete Mercurial working repository.
- Cython modules don't need to be recompiled when the size of an external type grows. (A warning, rather than an error, is produced.) This should be helpful for binary distributions relying on NumPy.
- Several other bugs and minor improvements have been made. This release should be fully backwards compatible with 0.12.
- Type inference with the infer_types directive
- Seamless C++ complex support
- Fast extension type instantiation using the normal Python meme obj = MyType.__new__(MyType)
- Improved support for Py3.1
- Cython now runs under Python 3.x using the 2to3 tool
- unittest support for doctests in Cython modules
- Optimised handling of C strings (char*): for c in cstring[2:50] and cstring.decode()
- Looping over c pointers: for i in intptr[:50].
- pyximport improvements
- cython_freeze improvements
- Many bug fixes
- Many other optimisation, e.g. enumerate() loops, parallel swap assignments (a,b = b,a), and unicode.encode()
- More complete numpy.pxd
There's now native complex floating point support! C99 complex will be used if complex.h is included, otherwise explicit complex arithmetic working on all C compilers is used. [Robert Bradshaw]
cdef double complex a = 1 + 0.3j cdef np.ndarray[np.complex128_t, ndim=2] arr = \ np.zeros(10, np.complex128)
Cython can now generate a main()-method for embedding of the Python interpreter into an executable (see :issue:`289`) [Robert Bradshaw]
@wraparound directive (another way to disable arr[idx] for negative idx) [Dag Sverre Seljebotn]
Correct support for NumPy record dtypes with different alignments, and "cdef packed struct" support [Dag Sverre Seljebotn]
@callspec directive, allowing custom calling convention macros [Lisandro Dalcin]
- Bug fixes and smaller improvements. For the full list, see [1].